Maps

Data Visualization and Exploration

Ozan Kahramanoğulları

Spatial data

  • Has some meaningful spatial information attached to it.

  • Spatial position can have a primary importance.

  • The task is to understand spatial relationships.

  • In these cases, the position aesthetic is not used to map any other variable.

Is your data really spatial?

  • Data may be grouped into spatial units, but a map may not be the best way to represent it.

  • In such cases it is better to use representations such as bar charts, lines or scatter plots.

Simple Features (for R)

Simple features refers to a formal standard (ISO 19125-1:2004) that describes how objects in the real world can be represented in computers, with emphasis on the spatial geometry of these objects.

https://r-spatial.github.io/sf/articles/sf1.html

  • Implemented in many databases (like PostGIS)
  • Supported by Geographic Information Systems (like ArcGIS)
  • Data exchange format

What are features?

  • A feature is a thing or an object in the real world, such as a building, a tree, a lake or a country.

  • A feature can be composed of other objects: a set of features defines a feature.

  • A feature has:

    • a geometry: where on Earth it is located
    • attributes: describe other properties

Points

  • Points are coordinates in a 2, 3, or 4 dimensional space.

  • For two dimensional points we have the usual X and Y.

  • In addition we might have altitude (Z) and a measure coordinate (M).

  • XY
  • XYZ
  • XYM
  • XYZM

Sets of points with the same dimensionality define a geometry.

Geometries

The following seven simple feature types are the most common, and are for instance the only ones used for GeoJSON.

type description
POINT zero-dimensional geometry containing a single point
LINESTRING sequence of points connected by straight, non-self intersecting line pieces; one-dimensional geometry
POLYGON geometry with a positive area (two-dimensional); sequence of points form a closed, non-self intersecting ring; the first ring denotes the exterior ring, zero or more subsequent rings denote holes in this exterior ring
MULTIPOINT set of points; a MULTIPOINT is simple if no two Points in the MULTIPOINT are equal
MULTILINESTRING set of linestrings
MULTIPOLYGON set of polygons
GEOMETRYCOLLECTION set of geometries of any type except GEOMETRYCOLLECTION

Geometries

Coordinate reference system (CRS)

  • All points live in some coordinate reference system.

  • The CRS is used to make cartographic projections.

  • We will see more on this later.

Dealing with spatial data in R

The simple features library provides functions to deal with spatial data.

renv::install("sf")
library(tidyverse)
library(sf)

# This is important if you use a recent version of `sf`
sf::sf_use_s2(FALSE) 

An alternative is the older sp library, which we will not consider.

sf organization

  • Most functions start with st_ (for spatial type).

  • Attributes are stored in a data frame.

  • geometries are stored in a data frame column.

sf organization

nc <- st_read(system.file("shape/nc.shp", package="sf"))
Reading layer `nc' from data source 
  `/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/sf/shape/nc.shp' 
  using driver `ESRI Shapefile'
Simple feature collection with 100 features and 14 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965
Geodetic CRS:  NAD27
nc
Simple feature collection with 100 features and 14 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965
Geodetic CRS:  NAD27
First 10 features:
    AREA PERIMETER CNTY_ CNTY_ID        NAME  FIPS FIPSNO CRESS_ID BIR74 SID74
1  0.114     1.442  1825    1825        Ashe 37009  37009        5  1091     1
2  0.061     1.231  1827    1827   Alleghany 37005  37005        3   487     0
3  0.143     1.630  1828    1828       Surry 37171  37171       86  3188     5
4  0.070     2.968  1831    1831   Currituck 37053  37053       27   508     1
5  0.153     2.206  1832    1832 Northampton 37131  37131       66  1421     9
6  0.097     1.670  1833    1833    Hertford 37091  37091       46  1452     7
7  0.062     1.547  1834    1834      Camden 37029  37029       15   286     0
8  0.091     1.284  1835    1835       Gates 37073  37073       37   420     0
9  0.118     1.421  1836    1836      Warren 37185  37185       93   968     4
10 0.124     1.428  1837    1837      Stokes 37169  37169       85  1612     1
   NWBIR74 BIR79 SID79 NWBIR79                       geometry
1       10  1364     0      19 MULTIPOLYGON (((-81.47276 3...
2       10   542     3      12 MULTIPOLYGON (((-81.23989 3...
3      208  3616     6     260 MULTIPOLYGON (((-80.45634 3...
4      123   830     2     145 MULTIPOLYGON (((-76.00897 3...
5     1066  1606     3    1197 MULTIPOLYGON (((-77.21767 3...
6      954  1838     5    1237 MULTIPOLYGON (((-76.74506 3...
7      115   350     2     139 MULTIPOLYGON (((-76.00897 3...
8      254   594     2     371 MULTIPOLYGON (((-76.56251 3...
9      748  1190     2     844 MULTIPOLYGON (((-78.30876 3...
10     160  2038     5     176 MULTIPOLYGON (((-80.02567 3...

sf organization

class(nc)
[1] "sf"         "data.frame"
attr(nc, "sf_column")
[1] "geometry"
print(nc[9:15], n = 3)
Simple feature collection with 100 features and 6 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: -84.32385 ymin: 33.88199 xmax: -75.45698 ymax: 36.58965
Geodetic CRS:  NAD27
First 3 features:
  BIR74 SID74 NWBIR74 BIR79 SID79 NWBIR79                       geometry
1  1091     1      10  1364     0      19 MULTIPOLYGON (((-81.47276 3...
2   487     0      10   542     3      12 MULTIPOLYGON (((-81.23989 3...
3  3188     5     208  3616     6     260 MULTIPOLYGON (((-80.45634 3...

sf organization

  • Data frames augmented with a geometry column are of type sf.
  • The list column is of type sfc (sf column).
  • Each value in this list column is of type sfg (sf geometry).

sf organization

WKT and WKB

  • Well Known Text and Well Known Binary

  • Serialization format for simple features

Well Known Text for Italy

[1] "MULTIPOLYGON (((10.4427 46.89355, 11.04856 46.75136, 11.16483 46.94158, 12.15309 47.11539, 12.37649 46.76756, 13.80648 46.50931, 13.69811 46.01678, 13.93763 45.59102, 13.14161 45.73669, 12.32858 45.38178, 12.38387 44.88537, 12.26145 44.60048, 12.58924 44.09137, 13.52691 43.58773, 14.02982 42.76101, 15.14257 41.95514, 15.92619 41.96132, 16.1699 41.74029, 15.88935 41.54108, 16.785 41.17961, 17.51917 40.87714, 18.37669 40.35562, 18.48025 40.16887, 18.29339 39.81077, 17.73838 40.27767, 16.8696 40.44223, 16.44874 39.7954, 17.17149 39.4247, 17.05284 38.90287, 16.63509 38.84357, 16.10096 37.9859, 15.68409 37.90885, 15.68796 38.21459, 15.89198 38.75094, 16.10933 38.96455, 15.71881 39.54407, 15.41361 40.04836, 14.9985 40.17295, 14.70327 40.60455, 14.06067 40.78635, 13.62799 41.18829, 12.88808 41.25309, 12.10668 41.70453, 11.19191 42.35543, 10.51195 42.93146, 10.20003 43.92001, 9.702488 44.03628, 8.888946 44.36634, 8.428561 44.23123, 7.850767 43.76715, 7.435185 43.69384, 7.549596 44.1279, 7.007562 44.25477, 6.749955 45.02852, 7.096652 45.3331, 6.802355 45.70858, 6.843593 45.99115, 7.273851 45.77695, 7.755992 45.82449, 8.31663 46.16364, 8.489952 46.00515, 8.966306 46.03693, 9.182882 46.44021, 9.922837 46.3149, 10.36338 46.48357, 10.4427 46.89355)), ((14.76125 38.14387, 15.52038 38.23116, 15.16024 37.44405, 15.3099 37.13422, 15.09999 36.61999, 14.33523 36.99663, 13.82673 37.10453, 12.431 37.61295, 12.57094 38.12638, 13.74116 38.03497, 14.76125 38.14387)), ((8.709991 40.89998, 9.210012 41.20999, 9.809975 40.50001, 9.669519 39.17738, 9.214818 39.24047, 8.806936 38.90662, 8.428302 39.17185, 8.388253 40.37831, 8.159998 40.95001, 8.709991 40.89998)))"

Well Known Binary for Italy

[[1]]
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 [193] 8c f1 53 71 46 40 60 ee 2c 3b dd 85 28 40 98 80 cd 98 dc 4c 46 40 50 65
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[1225] 24 29 40 ec 34 c3 41 2d 10 43 40 70 35 9a db 78 7b 2b 40 9c 4c 0e c0 79
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[1321] ac c2 4b 4a 00 40 44 40 50 f6 b1 26 cb 56 23 40 72 07 2d 45 b4 96 43 40
[1345] 60 c9 55 97 fc 6d 22 40 8a 30 89 d4 c7 9e 43 40 10 a7 d0 ab 26 9d 21 40
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[1417] 68 1c 3e d6 99 79 44 40 d0 79 d7 e5 83 6b 21 40 f3 29 b2 b0 32 73 44 40

attr(,"class")
[1] "WKB"

Reading and writing

sf_table <- read_sf("data/ne_110m_populated_places.shp")
sf_table %>% select(NAME) %>% print(n=3)
Simple feature collection with 243 features and 1 field
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -175.2206 ymin: -41.29999 xmax: 179.2166 ymax: 64.15002
Geodetic CRS:  WGS 84
# A tibble: 243 × 2
  NAME                    geometry
  <chr>                <POINT [°]>
1 Vatican City (12.45339 41.90328)
2 San Marino    (12.44177 43.9361)
3 Vaduz         (9.51667 47.13372)
# ℹ 240 more rows
write_sf(sf_table, "/tmp/output.shp")

Convert sf to other classes

sf_table %>% as_tibble()
# A tibble: 243 × 137
   SCALERANK NATSCALE LABELRANK FEATURECLA       NAME  NAMEPAR NAMEALT NAMEASCII
       <int>    <int>     <int> <chr>            <chr> <chr>   <chr>   <chr>    
 1         8       10         3 Admin-0 capital  Vati… <NA>    <NA>    Vatican …
 2         7       20         0 Admin-0 capital  San … <NA>    <NA>    San Mari…
 3         7       20         0 Admin-0 capital  Vaduz <NA>    <NA>    Vaduz    
 4         6       30         8 Admin-0 capital… Loba… <NA>    <NA>    Lobamba  
 5         6       30         8 Admin-0 capital  Luxe… <NA>    <NA>    Luxembou…
 6         6       30         0 Admin-0 capital  Pali… <NA>    <NA>    Palikir  
 7         6       30         0 Admin-0 capital  Maju… <NA>    <NA>    Majuro   
 8         6       30         0 Admin-0 capital  Funa… <NA>    <NA>    Funafuti 
 9         6       30         0 Admin-0 capital  Mele… <NA>    <NA>    Melekeok 
10         6       30         0 Admin-0 capital… Bir … <NA>    <NA>    Bir Lehl…
# ℹ 233 more rows
# ℹ 129 more variables: ADM0CAP <int>, CAPIN <chr>, WORLDCITY <int>,
#   MEGACITY <int>, SOV0NAME <chr>, SOV_A3 <chr>, ADM0NAME <chr>,
#   ADM0_A3 <chr>, ADM1NAME <chr>, ISO_A2 <chr>, NOTE <chr>, LATITUDE <dbl>,
#   LONGITUDE <dbl>, POP_MAX <dbl>, POP_MIN <dbl>, POP_OTHER <dbl>,
#   RANK_MAX <int>, RANK_MIN <int>, MEGANAME <chr>, LS_NAME <chr>,
#   MAX_POP10 <dbl>, MAX_POP20 <dbl>, MAX_POP50 <dbl>, MAX_POP300 <dbl>, …
table.no_sf <- as.data.frame(sf_table)
table.no_sf
    SCALERANK NATSCALE LABELRANK             FEATURECLA
1           8       10         3        Admin-0 capital
2           7       20         0        Admin-0 capital
3           7       20         0        Admin-0 capital
4           6       30         8    Admin-0 capital alt
5           6       30         8        Admin-0 capital
6           6       30         0        Admin-0 capital
7           6       30         0        Admin-0 capital
8           6       30         0        Admin-0 capital
9           6       30         0        Admin-0 capital
10          6       30         0    Admin-0 capital alt
11          6       30         0        Admin-0 capital
12          6       30         0        Admin-0 capital
13          6       30         0        Admin-0 capital
14          6       30         0        Admin-0 capital
15          4       50         8        Admin-0 capital
16          4       50         0        Admin-0 capital
17          4       50         8        Admin-0 capital
18          4       50         5        Admin-0 capital
19          4       50         8    Admin-0 capital alt
20          4       50         8        Admin-0 capital
21          4       50         7        Admin-0 capital
22          4       50         8        Admin-0 capital
23          4       50         8        Admin-0 capital
24          4       50         6    Admin-0 capital alt
25          4       50         5    Admin-0 capital alt
26          4       50         5    Admin-0 capital alt
27          4       50         7        Admin-0 capital
28          4       50         5    Admin-0 capital alt
29          4       50         8        Admin-0 capital
30          4       50         8        Admin-0 capital
31          4       50         8        Admin-0 capital
32          4       50         6    Admin-0 capital alt
33          4       50         2    Admin-0 capital alt
34          4       50         8        Admin-0 capital
35          4       50         8        Admin-0 capital
36          4       50         8        Admin-0 capital
37          4       50         8    Admin-0 capital alt
38          4       50         8        Admin-0 capital
39          4       50         0        Admin-0 capital
40          4       50         0        Admin-0 capital
41          4       50         0        Admin-0 capital
42          4       50         0        Admin-0 capital
43          4       50         0        Admin-0 capital
44          4       50         0        Admin-0 capital
45          4       50         0        Admin-0 capital
46          3      110         8        Admin-0 capital
47          3      110         8        Admin-0 capital
48          3      110         7        Admin-0 capital
49          3      110         8        Admin-0 capital
50          3      110         8        Admin-0 capital
51          3      110         6        Admin-0 capital
52          3      110         6        Admin-0 capital
53          3      110         8        Admin-0 capital
54          3      110         8        Admin-0 capital
55          3      110         8        Admin-0 capital
56          3      110         8        Admin-0 capital
57          3      110         8        Admin-0 capital
58          3      110         8        Admin-0 capital
59          3      110         5        Admin-0 capital
60          3      110         8        Admin-0 capital
61          3      110         6        Admin-0 capital
62          3      110         8        Admin-0 capital
63          3      110         7        Admin-0 capital
64          3      110         8        Admin-0 capital
65          3      110         8        Admin-0 capital
66          3      110         2        Admin-0 capital
67          3      110         6        Admin-0 capital
68          3      110         3        Admin-0 capital
69          3      110         3        Admin-0 capital
70          3      110         8        Admin-0 capital
71          3      110         8        Admin-0 capital
72          3      110         8        Admin-0 capital
73          3      110         5        Admin-0 capital
74          3      110         8        Admin-0 capital
75          3      110         6        Admin-0 capital
76          3      110         8        Admin-0 capital
77          3      110         8        Admin-0 capital
78          3      110         6        Admin-0 capital
79          3      110         7        Admin-0 capital
80          3      110         6        Admin-0 capital
81          3      110         2        Admin-0 capital
82          3      110         8        Admin-0 capital
83          3      110         8        Admin-0 capital
84          3      110         8        Admin-0 capital
85          3      110         8        Admin-0 capital
86          3      110         8        Admin-0 capital
87          3      110         8        Admin-0 capital
88          3      110         6        Admin-0 capital
89          3      110         7        Admin-0 capital
90          3      110         8        Admin-0 capital
91          3      110         8        Admin-0 capital
92          3      110         8        Admin-0 capital
93          3      110         7        Admin-0 capital
94          3      110         8        Admin-0 capital
95          3      110         8        Admin-0 capital
96          3      110         8        Admin-0 capital
97          3      110         8        Admin-0 capital
98          3      110         8        Admin-0 capital
99          3      110         8        Admin-0 capital
100         3      110         7        Admin-0 capital
101         3      110         8        Admin-0 capital
102         3      110         3    Admin-0 capital alt
103         3      110         7        Admin-0 capital
104         3      110         6        Admin-0 capital
105         3      110         8        Admin-0 capital
106         3      110         8        Admin-0 capital
107         3      110         6        Admin-0 capital
108         3      110         8        Admin-0 capital
109         3      110         7        Admin-0 capital
110         3      110         8        Admin-0 capital
111         3      110         8        Admin-0 capital
112         3      110         2        Admin-0 capital
113         3      110         8        Admin-0 capital
114         3      110         8        Admin-0 capital
115         3      110         6        Admin-0 capital
116         3      110         8        Admin-0 capital
117         3      110         7        Admin-0 capital
118         3      110         6        Admin-0 capital
119         3      110         8        Admin-0 capital
120         3      110         8        Admin-0 capital
121         3      110         8        Admin-0 capital
122         3      110         8        Admin-0 capital
123         3      110         6        Admin-0 capital
124         3      110         8        Admin-0 capital
125         3      110         7        Admin-0 capital
126         3      110         6        Admin-0 capital
127         3      110         8        Admin-0 capital
128         3      110         7        Admin-0 capital
129         3      110         3        Admin-0 capital
130         3      110         8        Admin-0 capital
131         3      110         8        Admin-0 capital
132         3      110         5        Admin-0 capital
133         3      110         0        Admin-0 capital
134         3      110         0        Admin-0 capital
135         3      110         0        Admin-0 capital
136         3      110         0        Admin-0 capital
137         3      110         0        Admin-0 capital
138         3      110         0        Admin-0 capital
139         3      110         0        Admin-0 capital
140         3      110         0        Admin-0 capital
141         3      110         0        Admin-0 capital
142         3      110         0        Admin-0 capital
143         3      110         0        Admin-0 capital
144         3      110         8        Admin-0 capital
145         2      200         5        Admin-0 capital
146         2      200         5        Admin-0 capital
147         2      200         6        Admin-0 capital
148         2      200         6        Admin-0 capital
149         2      200         6        Admin-0 capital
150         2      200         6        Admin-0 capital
151         2      200         6        Admin-0 capital
152         2      200         5        Admin-0 capital
153         2      200         7        Admin-0 capital
154         2      200         5        Admin-0 capital
155         2      200         6        Admin-0 capital
156         2      200         5        Admin-0 capital
157         2      200         8        Admin-0 capital
158         2      200         8        Admin-0 capital
159         2      200         6        Admin-0 capital
160         2      200         6        Admin-0 capital
161         2      200         7        Admin-0 capital
162         2      200         8        Admin-0 capital
163         2      200         8        Admin-0 capital
164         2      200         6        Admin-0 capital
165         2      200         7        Admin-0 capital
166         2      200         8    Admin-0 capital alt
167         2      200         7        Admin-0 capital
168         2      200         8        Admin-0 capital
169         2      200         8        Admin-0 capital
170         2      200         1        Admin-0 capital
171         2      200         8        Admin-0 capital
172         2      200         2        Admin-0 capital
173         2      200         6        Admin-0 capital
174         2      200         5        Admin-0 capital
175         2      200         5        Admin-0 capital
176         1      300         1        Populated place
177         1      300         1        Admin-1 capital
178         1      300         1        Populated place
179         1      300         1        Populated place
180         1      300         1        Admin-1 capital
181         1      300         1        Populated place
182         1      300         6        Admin-0 capital
183         1      300         5        Admin-0 capital
184         1      300         8        Admin-1 capital
185         1      300         6        Admin-0 capital
186         1      300         3        Admin-0 capital
187         1      300         7        Admin-1 capital
188         1      300         7        Admin-0 capital
189         1      300         5        Admin-0 capital
190         1      300         5        Admin-0 capital
191         1      300         8        Admin-0 capital
192         1      300         3        Admin-0 capital
193         1      300         8        Admin-0 capital
194         1      300         5        Admin-1 capital
195         1      300         3        Admin-0 capital
196         1      300         5        Admin-0 capital
197         1      300         2        Admin-1 capital
198         1      300         3        Admin-0 capital
199         1      300         1        Admin-1 capital
200         1      300         1        Admin-1 capital
201         1      300         2 Admin-1 region capital
202         1      300         3        Admin-0 capital
203         1      300         1        Admin-0 capital
204         1      300         1        Admin-1 capital
205         1      300         6        Admin-0 capital
206         1      300         5        Admin-0 capital
207         1      300         3        Admin-0 capital
208         1      300         5        Admin-0 capital
209         1      300         2        Populated place
210         1      300         2        Admin-1 capital
211         1      300         3        Admin-0 capital
212         1      300         5        Admin-0 capital
213         1      300         7        Admin-0 capital
214         1      300         3        Admin-1 capital
215         1      300         8        Admin-0 capital
216         1      300         8        Admin-1 capital
217         0      600         1        Populated place
218         0      600         1        Admin-0 capital
219         0      600         1        Populated place
220         0      600         5        Admin-0 capital
221         0      600         5        Admin-1 capital
222         0      600         5        Admin-0 capital
223         0      600         3        Admin-0 capital
224         0      600         2        Admin-0 capital
225         0      600         2        Admin-0 capital
226         0      600         2    Admin-0 capital alt
227         0      600         3        Admin-0 capital
228         0      600         1        Admin-0 capital
229         0      600         5        Admin-0 capital
230         0      600         1        Admin-0 capital
231         0      600         5        Admin-0 capital
232         0      600         3        Admin-0 capital
233         0      600         1        Admin-1 capital
234         0      600         2        Admin-0 capital
235         0      600         1        Admin-1 capital
236         0      600         3        Admin-0 capital
237         0      600         3        Admin-0 capital
238         0      600         1        Admin-1 capital
239         0      600         1        Admin-1 capital
240         0      600         1        Admin-1 capital
241         0      600         3        Admin-1 capital
242         0      600         0        Admin-0 capital
243         0      600         0 Admin-0 region capital
                         NAME    NAMEPAR                              NAMEALT
1                Vatican City       <NA>                                 <NA>
2                  San Marino       <NA>                                 <NA>
3                       Vaduz       <NA>                                 <NA>
4                     Lobamba       <NA>                                 <NA>
5                  Luxembourg       <NA>                                 <NA>
6                     Palikir       <NA>                                 <NA>
7                      Majuro       <NA>                                 <NA>
8                    Funafuti       <NA>                                 <NA>
9                    Melekeok       <NA>                                 <NA>
10                 Bir Lehlou       <NA>                                 <NA>
11                     Monaco       <NA>                                 <NA>
12                     Tarawa       <NA>                                 <NA>
13                     Moroni       <NA>                                 <NA>
14                    Andorra       <NA>                                 <NA>
15              Port-of-Spain       <NA>                                 <NA>
16                     Kigali       <NA>                                 <NA>
17                    Mbabane       <NA>                                 <NA>
18                       Juba       <NA>                                 <NA>
19                  The Hague       <NA>                                 <NA>
20                  Ljubljana       <NA>                                 <NA>
21                 Bratislava       <NA>                                 <NA>
22                       Doha       <NA>                                 <NA>
23                  Podgorica       <NA>                                 <NA>
24  Sri Jawewardenepura Kotte       <NA>                                 <NA>
25                Baguio City       <NA>                                 <NA>
26                     Dodoma       <NA>                                 <NA>
27                       Bern       <NA>                                 <NA>
28                   Laayoune       <NA>                                 <NA>
29                   Pristina       <NA>                                 <NA>
30                     Roseau       <NA>                                 <NA>
31                   Djibouti       <NA>                                 <NA>
32                  Putrajaya       <NA>                                 <NA>
33                      Kyoto       <NA>                                 <NA>
34                     Banjul       <NA>                                 <NA>
35                     Skopje       <NA>                                 <NA>
36                 Bridgetown       <NA>                                 <NA>
37                 Porto-Novo       <NA>                                 <NA>
38                  Bujumbura       <NA>                                 <NA>
39                  Kingstown       <NA>                                 <NA>
40                   Castries       <NA>                                 <NA>
41                 Basseterre       <NA>                                 <NA>
42                 Port Louis       <NA>                                 <NA>
43             Saint George's       <NA>                                 <NA>
44                     Manama       <NA>                                 <NA>
45               Saint John's       <NA>                                 <NA>
46                 Montevideo       <NA>                                 <NA>
47                       Lomé       <NA>                                 Lome
48                      Tunis       <NA>                                 <NA>
49                  Abu Dhabi       <NA>                                 <NA>
50                   Ashgabat       <NA>                                 <NA>
51                     Lusaka       <NA>                                 <NA>
52                     Harare       <NA>                                 <NA>
53                       Dili       <NA>                                 <NA>
54                  Port Vila       <NA>                                 <NA>
55                Tegucigalpa       <NA>                                 <NA>
56                 Georgetown       <NA>                                 <NA>
57                  Reykjavík       <NA>                                 <NA>
58             Port-au-Prince       <NA>                                 <NA>
59                    Kampala       <NA>                                 <NA>
60                 Paramaribo       <NA>                                 <NA>
61                     Niamey       <NA>                                 <NA>
62                   Dushanbe       <NA>                                 <NA>
63                   Asunción       <NA>                             Asuncion
64                    Managua       <NA>                                 <NA>
65                   Freetown       <NA>                                 <NA>
66                  Islamabad       <NA>                                 <NA>
67                  Kathmandu       <NA>                                 <NA>
68               Bloemfontein       <NA>                                 <NA>
69                   Pretoria       <NA>                                 <NA>
70               Port Moresby       <NA>                                 <NA>
71                    Honiara       <NA>                                 <NA>
72                Panama City       <NA>               Ciudad de Panam|Panama
73                      Rabat       <NA>                                 <NA>
74                   Chișinău       <NA>                                 <NA>
75                     Maputo       <NA>                                 <NA>
76                  Mogadishu       <NA>                             Muqdisho
77                     Muscat       <NA>                                 <NA>
78                    Colombo       <NA>                                 <NA>
79                Ulaanbaatar       <NA>                                 <NA>
80                   Windhoek       <NA>                                 <NA>
81                      Abuja       <NA>                                 <NA>
82                     Bissau       <NA>                                 <NA>
83                      Amman       <NA>                                 <NA>
84                    Vilnius       <NA>                                 <NA>
85                       Riga       <NA>                                 <NA>
86                    Bishkek       <NA>                                 <NA>
87                     Maseru       <NA>                                 <NA>
88               Antananarivo       <NA>                                 <NA>
89                      Quito       <NA>                                 <NA>
90                   San José       <NA>                             San Jose
91               San Salvador       <NA>                                 <NA>
92                   Kingston       <NA>                                 <NA>
93                   Ndjamena       <NA>                            N'Djamnna
94                     Malabo       <NA>                                 <NA>
95                     Asmara       <NA>                                 <NA>
96                     Zagreb       <NA>                                 <NA>
97                    Tallinn       <NA>                                 <NA>
98                   Lilongwe       <NA>                                 <NA>
99                  Guatemala       <NA> Ciudad de Guatemala (Guatemala City)
100                Libreville       <NA>                                 <NA>
101                      Suva       <NA>                                 <NA>
102                Valparaíso       <NA>                           Valparaiso
103                Nouakchott       <NA>                                 <NA>
104                    Bamako       <NA>                                 <NA>
105                    Beirut       <NA>                               Bayrut
106                   Tbilisi       <NA>                             T'Bilisi
107                    Astana       <NA>                                 <NA>
108                 Vientiane       <NA>                                 <NA>
109               Brazzaville       <NA>                                 <NA>
110                   Conakry       <NA>                                 <NA>
111              Yamoussoukro       <NA>                                 <NA>
112                    Ottawa       <NA>                      Ottawa-Gatineau
113                  Belgrade    Beograd                                 <NA>
114       Bandar Seri Begawan       <NA>                                 <NA>
115                     Sucre       <NA>                                 <NA>
116                  Belmopan       <NA>                                 <NA>
117                    Bangui       <NA>                                 <NA>
118                   Yaounde       <NA>                              Yaounde
119                    Tirana       <NA>                                 <NA>
120                   Yerevan       <NA>                                 <NA>
121                      Baku       <NA>                                 <NA>
122                Phnom Penh       <NA>                           Phnum Penh
123                    La Paz       <NA>                                 <NA>
124                   Cotonou       <NA>                                 <NA>
125                     Sofia       <NA>                                 <NA>
126                     Minsk       <NA>                                 <NA>
127                   Thimphu       <NA>                                 <NA>
128                  Gaborone       <NA>                                 <NA>
129                  Canberra       <NA>                                 <NA>
130               Ouagadougou       <NA>                                 <NA>
131                  Sarajevo       <NA>                                 <NA>
132                 Naypyidaw       <NA>                          Nay Pyi Taw
133                 Nukualofa       <NA>                                 <NA>
134                  Hargeysa       <NA>                                 <NA>
135                  Victoria       <NA>                                 <NA>
136                  São Tomé       <NA>                                 <NA>
137                      Apia       <NA>                                 <NA>
138                  Valletta       <NA>                                 <NA>
139                      Malé       <NA>                                 <NA>
140                 Jerusalem       <NA>                                 <NA>
141                     Praia       <NA>                                 <NA>
142                    Nassau       <NA>                                 <NA>
143                   Nicosia       <NA>                                 <NA>
144                Wellington       <NA>                                 <NA>
145                     Hanoi       <NA>                                    H
146                    Ankara       <NA>                                 <NA>
147                  Budapest       <NA>                                 <NA>
148                     Sanaa       <NA>                              Sana'a'
149                 Bucharest  Bucuresti                                 <NA>
150                  Damascus       <NA>                              Dimashq
151                    Lisbon     Lisboa                                 <NA>
152                  Khartoum       <NA>                           Al-Khartum
153                      Oslo       <NA>                                 <NA>
154                    Warsaw   Warszawa                                 <NA>
155                 Pyongyang       <NA>                           P'yongyang
156             Dar es Salaam       <NA>                                 <NA>
157                    Dublin       <NA>                                 <NA>
158                  Monrovia       <NA>                                 <NA>
159              Kuala Lumpur       <NA>                                 <NA>
160                    Havana       <NA>                            La Habana
161                    Prague      Praha                                 <NA>
162               Kuwait City       <NA>                     Al Kuwayt|Kuwait
163             Santo Domingo       <NA>                                 <NA>
164                     Accra       <NA>                                 <NA>
165                   Tripoli       <NA>                                 <NA>
166             Tel Aviv-Yafo       <NA>                       Tel Aviv-Jaffa
167                  Helsinki       <NA>                                 <NA>
168                 København Copenhagen                                 <NA>
169                   Abidjan       <NA>                                 <NA>
170                  Brasília       <NA>                             Brasilia
171                  Brussels       <NA>                    Bruxelles-Brussel
172                     Dhaka       <NA>                                 <NA>
173                    Luanda       <NA>                                 <NA>
174                   Algiers       <NA>                           El Djazacr
175                   Rangoon       <NA>                               Yangon
176             San Francisco       <NA>                San Francisco-Oakland
177                    Denver       <NA>                        Denver-Aurora
178                   Houston       <NA>                                 <NA>
179                     Miami       <NA>                                 <NA>
180                   Atlanta       <NA>                                 <NA>
181                   Chicago       <NA>                                 <NA>
182                   Caracas       <NA>                                 <NA>
183                      Kiev       <NA>                                 Kyiv
184                     Dubai     Dubayy                                 <NA>
185                  Tashkent       <NA>                                 <NA>
186                    Madrid       <NA>                                 <NA>
187                    Geneva       <NA>                                 <NA>
188                 Stockholm       <NA>                                 <NA>
189                   Bangkok       <NA>                           Krung Thep
190                      Lima       <NA>                                 <NA>
191                     Dakar       <NA>                                 <NA>
192              Johannesburg       <NA>                                 <NA>
193                 Amsterdam       <NA>                                 <NA>
194                Casablanca       <NA>                         Dar-el-Beida
195                     Seoul       <NA>                                 <NA>
196                    Manila       <NA>                                 <NA>
197                 Monterrey       <NA>                                 <NA>
198                    Berlin       <NA>                                 <NA>
199                    Ürümqi       <NA>                        rumqi|Wulumqi
200                   Chengdu       <NA>                                 <NA>
201                     Ōsaka       <NA>                           Osaka-Kobe
202                  Kinshasa       <NA>                                 <NA>
203                 New Delhi       <NA>                                 <NA>
204                 Bengaluru  Bangalore                                 <NA>
205                    Athens    Athenai                              Athinai
206                   Baghdad       <NA>                                 <NA>
207               Addis Ababa       <NA>                                 <NA>
208                    Tehran       <NA>                                 <NA>
209                 Vancouver       <NA>                                 <NA>
210                   Toronto       <NA>                                 <NA>
211              Buenos Aires       <NA>                                 <NA>
212                     Kabul       <NA>                                 <NA>
213                    Vienna       Wien                                 <NA>
214                 Melbourne       <NA>                                 <NA>
215                    Taipei       <NA>                                 <NA>
216                  Auckland       <NA>                                 <NA>
217               Los Angeles       <NA>     Los Angeles-Long Beach-Santa Ana
218          Washington, D.C.       <NA>                      Washington D.C.
219                  New York       <NA>                      New York-Newark
220                    London       <NA>                                 <NA>
221                  Istanbul       <NA>                                 <NA>
222                    Riyadh       <NA>                            Ar-Riyadh
223                 Cape Town       <NA>                                 <NA>
224                    Moscow     Moskva                                 <NA>
225               Mexico City       <NA>                          Ciudad de M
226                     Lagos       <NA>                                 <NA>
227                      Rome       <NA>                                 <NA>
228                   Beijing       <NA>                                 <NA>
229                   Nairobi       <NA>                                 <NA>
230                   Jakarta       <NA>                                 <NA>
231                    Bogota       <NA>                               Bogota
232                     Cairo       <NA>                           Al-Qahirah
233                  Shanghai       <NA>                                 <NA>
234                     Tokyo       <NA>                                 <NA>
235                    Mumbai     Bombay                                 <NA>
236                     Paris       <NA>                                 <NA>
237                  Santiago       <NA>                                 <NA>
238                   Kolkata   Calcutta                                 <NA>
239            Rio de Janeiro       <NA>                                 <NA>
240                 São Paulo       <NA>                  Sao Paulo|Sio Paulo
241                    Sydney       <NA>                                 <NA>
242                 Singapore       <NA>                                 <NA>
243                 Hong Kong       <NA>                                 <NA>
                    NAMEASCII ADM0CAP           CAPIN WORLDCITY MEGACITY
1                Vatican City       1            <NA>         1        0
2                  San Marino       1            <NA>         0        0
3                       Vaduz       1            <NA>         0        0
4                     Lobamba       0 Legislative and         0        0
5                  Luxembourg       1            <NA>         0        0
6                     Palikir       1            <NA>         0        0
7                      Majuro       1            <NA>         0        0
8                    Funafuti       1            <NA>         0        0
9                    Melekeok       1            <NA>         0        0
10                 Bir Lehlou       0 Claimed as inte         0        0
11                     Monaco       1            <NA>         0        0
12                     Tarawa       1            <NA>         0        0
13                     Moroni       1            <NA>         0        0
14                    Andorra       1            <NA>         0        0
15              Port-of-Spain       1            <NA>         0        0
16                     Kigali       1            <NA>         0        1
17                    Mbabane       1  Administrative         0        0
18                       Juba       0            <NA>         0        0
19                  The Hague       0 Official, legis         0        0
20                  Ljubljana       1            <NA>         0        0
21                 Bratislava       1            <NA>         0        0
22                       Doha       1            <NA>         0        0
23                  Podgorica       1            <NA>         0        0
24  Sri Jawewardenepura Kotte       0 Legislative cap         0        0
25                Baguio City       0            <NA>         0        0
26                     Dodoma       0 Offical capital         0        0
27                       Bern       1            <NA>         0        0
28                   Laayoune       0 Claimed as capi         0        0
29                   Pristina       1            <NA>         0        0
30                     Roseau       1            <NA>         0        0
31                   Djibouti       1            <NA>         0        0
32                  Putrajaya       0  Administrative         0        0
33                      Kyoto       0 Official capita         0        1
34                     Banjul       1            <NA>         0        0
35                     Skopje       1            <NA>         0        0
36                 Bridgetown       1            <NA>         0        0
37                 Porto-Novo       0 Official capita         0        0
38                  Bujumbura       1            <NA>         0        0
39                  Kingstown       1            <NA>         0        0
40                   Castries       1            <NA>         0        0
41                 Basseterre       1            <NA>         0        0
42                 Port Louis       1            <NA>         0        0
43             Saint George's       1            <NA>         0        0
44                     Manama       1            <NA>         0        0
45               Saint John's       1            <NA>         0        0
46                 Montevideo       1            <NA>         0        1
47                       Lome       1            <NA>         0        1
48                      Tunis       1            <NA>         0        0
49                  Abu Dhabi       1            <NA>         0        0
50                   Ashgabat       1            <NA>         0        0
51                     Lusaka       1            <NA>         0        1
52                     Harare       1            <NA>         0        1
53                       Dili       1            <NA>         0        0
54                  Port Vila       1            <NA>         0        0
55                Tegucigalpa       1            <NA>         0        1
56                 Georgetown       1            <NA>         0        0
57                  Reykjavik       1            <NA>         0        0
58             Port-au-Prince       1            <NA>         0        1
59                    Kampala       1            <NA>         0        1
60                 Paramaribo       1            <NA>         0        0
61                     Niamey       1            <NA>         0        1
62                   Dushanbe       1            <NA>         0        0
63                   Asuncion       1            <NA>         0        1
64                    Managua       1            <NA>         0        1
65                   Freetown       1            <NA>         0        1
66                  Islamabad       1            <NA>         0        1
67                  Kathmandu       1            <NA>         0        1
68               Bloemfontein       1 Judicial capita         0        0
69                   Pretoria       1  Administrative         0        1
70               Port Moresby       1            <NA>         0        0
71                    Honiara       1            <NA>         0        0
72                Panama City       1            <NA>         0        1
73                      Rabat       1            <NA>         0        1
74                   Chisinau       1            <NA>         0        0
75                     Maputo       1            <NA>         0        1
76                  Mogadishu       1            <NA>         0        1
77                     Muscat       1            <NA>         0        0
78                    Colombo       1 De facto, admin         0        0
79                Ulaanbaatar       1            <NA>         0        1
80                   Windhoek       1            <NA>         0        0
81                      Abuja       1 Official and ad         0        1
82                     Bissau       1            <NA>         0        0
83                      Amman       1            <NA>         0        1
84                    Vilnius       1            <NA>         0        0
85                       Riga       1            <NA>         0        0
86                    Bishkek       1            <NA>         0        1
87                     Maseru       1            <NA>         0        0
88               Antananarivo       1            <NA>         0        1
89                      Quito       1            <NA>         0        1
90                   San Jose       1            <NA>         0        1
91               San Salvador       1            <NA>         0        1
92                   Kingston       1            <NA>         0        0
93                   Ndjamena       1            <NA>         0        1
94                     Malabo       1            <NA>         0        0
95                     Asmara       1            <NA>         0        0
96                     Zagreb       1            <NA>         0        0
97                    Tallinn       1            <NA>         0        0
98                   Lilongwe       1            <NA>         0        0
99                  Guatemala       1            <NA>         0        1
100                Libreville       1            <NA>         0        0
101                      Suva       1            <NA>         0        0
102                Valparaiso       0 Legislative cap         0        1
103                Nouakchott       1            <NA>         0        0
104                    Bamako       1            <NA>         0        1
105                    Beirut       1            <NA>         0        1
106                   Tbilisi       1            <NA>         0        1
107                    Astana       1            <NA>         0        0
108                 Vientiane       1            <NA>         0        0
109               Brazzaville       1            <NA>         0        1
110                   Conakry       1            <NA>         0        1
111              Yamoussoukro       1 Official capita         0        0
112                    Ottawa       1            <NA>         0        1
113                  Belgrade       1            <NA>         0        1
114       Bandar Seri Begawan       1            <NA>         0        0
115                     Sucre       1 Official (const         0        0
116                  Belmopan       1            <NA>         0        0
117                    Bangui       1            <NA>         0        0
118                   Yaounde       1            <NA>         0        1
119                    Tirana       1            <NA>         0        0
120                   Yerevan       1            <NA>         0        1
121                      Baku       1            <NA>         0        1
122                Phnom Penh       1            <NA>         0        1
123                    La Paz       1  Administrative         0        1
124                   Cotonou       1 De facto, admin         0        1
125                     Sofia       1            <NA>         0        1
126                     Minsk       1            <NA>         0        1
127                   Thimphu       1            <NA>         0        0
128                  Gaborone       1            <NA>         0        0
129                  Canberra       1            <NA>         0        0
130               Ouagadougou       1            <NA>         0        1
131                  Sarajevo       1            <NA>         0        0
132                 Naypyidaw       1            <NA>         0        1
133                 Nukualofa       1            <NA>         0        0
134                  Hargeysa       1            <NA>         0        0
135                  Victoria       1            <NA>         0        0
136                  Sao Tome       1            <NA>         0        0
137                      Apia       1            <NA>         0        0
138                  Valletta       1            <NA>         0        0
139                      Male       1            <NA>         0        0
140                 Jerusalem       1 De facto capita         0        0
141                     Praia       1            <NA>         0        0
142                    Nassau       1            <NA>         0        0
143                   Nicosia       1 Capital of both         0        0
144                Wellington       1            <NA>         0        0
145                     Hanoi       1            <NA>         0        1
146                    Ankara       1            <NA>         0        1
147                  Budapest       1            <NA>         1        1
148                     Sanaa       1            <NA>         0        1
149                 Bucharest       1            <NA>         1        1
150                  Damascus       1            <NA>         0        1
151                    Lisbon       1            <NA>         1        1
152                  Khartoum       1            <NA>         0        1
153                      Oslo       1            <NA>         1        1
154                    Warsaw       1            <NA>         1        1
155                 Pyongyang       1            <NA>         0        1
156             Dar es Salaam       1 De facto capita         0        1
157                    Dublin       1            <NA>         1        1
158                  Monrovia       1            <NA>         0        1
159              Kuala Lumpur       1 Official and le         1        1
160                    Havana       1            <NA>         0        1
161                    Prague       1            <NA>         1        1
162               Kuwait City       1            <NA>         0        1
163             Santo Domingo       1            <NA>         0        1
164                     Accra       1            <NA>         0        1
165                   Tripoli       1            <NA>         0        1
166             Tel Aviv-Yafo       0 While Jerulsale         0        1
167                  Helsinki       1            <NA>         1        1
168                 Kobenhavn       1            <NA>         1        1
169                   Abidjan       1 De facto, admin         0        1
170                  Brasilia       1            <NA>         0        1
171                  Brussels       1            <NA>         1        1
172                     Dhaka       1            <NA>         0        1
173                    Luanda       1            <NA>         0        1
174                   Algiers       1            <NA>         0        1
175                   Rangoon       0  Former capital         0        1
176             San Francisco       0            <NA>         1        1
177                    Denver       0            <NA>         0        1
178                   Houston       0            <NA>         0        1
179                     Miami       0            <NA>         1        1
180                   Atlanta       0            <NA>         1        1
181                   Chicago       0            <NA>         1        1
182                   Caracas       1            <NA>         1        1
183                      Kiev       1            <NA>         0        1
184                     Dubai       0            <NA>         1        1
185                  Tashkent       1            <NA>         0        1
186                    Madrid       1            <NA>         1        1
187                    Geneva       0            <NA>         1        0
188                 Stockholm       1            <NA>         1        1
189                   Bangkok       1            <NA>         1        1
190                      Lima       1            <NA>         0        1
191                     Dakar       1            <NA>         0        1
192              Johannesburg       0            <NA>         1        1
193                 Amsterdam       1 De facto capita         1        1
194                Casablanca       0            <NA>         1        1
195                     Seoul       1            <NA>         1        1
196                    Manila       1 Official, de fa         1        1
197                 Monterrey       0            <NA>         0        1
198                    Berlin       1            <NA>         1        1
199                    Urumqi       0            <NA>         0        1
200                   Chengdu       0            <NA>         0        1
201                     Osaka       0            <NA>         1        1
202                  Kinshasa       1            <NA>         0        1
203                 New Delhi       1            <NA>         1        0
204                 Bengaluru       0            <NA>         0        1
205                    Athens       1            <NA>         1        1
206                   Baghdad       1            <NA>         0        1
207               Addis Ababa       1            <NA>         0        1
208                    Tehran       1            <NA>         0        1
209                 Vancouver       0            <NA>         0        1
210                   Toronto       0            <NA>         1        1
211              Buenos Aires       1            <NA>         1        1
212                     Kabul       1            <NA>         0        1
213                    Vienna       1            <NA>         1        1
214                 Melbourne       0            <NA>         1        1
215                    Taipei       1            <NA>         1        1
216                  Auckland       0            <NA>         1        1
217               Los Angeles       0            <NA>         1        1
218          Washington, D.C.       1            <NA>         1        1
219                  New York       0 UN Headquarters         1        1
220                    London       1            <NA>         1        1
221                  Istanbul       0            <NA>         1        1
222                    Riyadh       1            <NA>         1        1
223                 Cape Town       1 Legislative cap         1        1
224                    Moscow       1            <NA>         1        1
225               Mexico City       1            <NA>         1        1
226                     Lagos       0  Former capital         1        1
227                      Rome       1            <NA>         1        1
228                   Beijing       1            <NA>         1        1
229                   Nairobi       1            <NA>         1        1
230                   Jakarta       1            <NA>         1        1
231                    Bogota       1            <NA>         1        1
232                     Cairo       1            <NA>         1        1
233                  Shanghai       0            <NA>         1        1
234                     Tokyo       1 De facto capita         1        1
235                    Mumbai       0            <NA>         1        1
236                     Paris       1            <NA>         1        1
237                  Santiago       1 Official, admin         1        1
238                   Kolkata       0            <NA>         0        1
239            Rio de Janeiro       0            <NA>         1        1
240                 Sao Paulo       0            <NA>         1        1
241                    Sydney       0            <NA>         1        1
242                 Singapore       1            <NA>         1        1
243                 Hong Kong       0            <NA>         1        1
                            SOV0NAME SOV_A3                         ADM0NAME
1                            Vatican    VAT                          Vatican
2                         San Marino    SMR                       San Marino
3                      Liechtenstein    LIE                    Liechtenstein
4                           eSwatini    SWZ                         eSwatini
5                         Luxembourg    LUX                       Luxembourg
6     Federated States of Micronesia    FSM   Federated States of Micronesia
7                   Marshall Islands    MHL                 Marshall Islands
8                             Tuvalu    TUV                           Tuvalu
9                              Palau    PLW                            Palau
10                    Western Sahara    SAH                   Western Sahara
11                            Monaco    MCO                           Monaco
12                          Kiribati    KIR                         Kiribati
13                           Comoros    COM                          Comoros
14                           Andorra    AND                          Andorra
15               Trinidad and Tobago    TTO              Trinidad and Tobago
16                            Rwanda    RWA                           Rwanda
17                          eSwatini    SWZ                         eSwatini
18                       South Sudan    SSD                      South Sudan
19        Kingdom of the Netherlands    NLD                      Netherlands
20                          Slovenia    SVN                         Slovenia
21                          Slovakia    SVK                         Slovakia
22                             Qatar    QAT                            Qatar
23                        Montenegro    MNE                       Montenegro
24                         Sri Lanka    LKA                        Sri Lanka
25                       Philippines    PHL                      Philippines
26       United Republic of Tanzania    TZA                         Tanzania
27                       Switzerland    CHE                      Switzerland
28                           Morocco    MAR                          Morocco
29                            Kosovo    KOS                           Kosovo
30                          Dominica    DMA                         Dominica
31                          Djibouti    DJI                         Djibouti
32                          Malaysia    MYS                         Malaysia
33                             Japan    JPN                            Japan
34                       Gambia, The    GMB                       The Gambia
35                   North Macedonia    MKD                  North Macedonia
36                          Barbados    BRB                         Barbados
37                             Benin    BEN                            Benin
38                           Burundi    BDI                          Burundi
39  Saint Vincent and the Grenadines    VCT Saint Vincent and the Grenadines
40                       Saint Lucia    LCA                      Saint Lucia
41             Saint Kitts and Nevis    KNA            Saint Kitts and Nevis
42                         Mauritius    MUS                        Mauritius
43                           Grenada    GRD                          Grenada
44                           Bahrain    BHR                          Bahrain
45               Antigua and Barbuda    ATG              Antigua and Barbuda
46                           Uruguay    URY                          Uruguay
47                              Togo    TGO                             Togo
48                           Tunisia    TUN                          Tunisia
49              United Arab Emirates    ARE             United Arab Emirates
50                      Turkmenistan    TKM                     Turkmenistan
51                            Zambia    ZMB                           Zambia
52                          Zimbabwe    ZWE                         Zimbabwe
53                        East Timor    TLS                       East Timor
54                           Vanuatu    VUT                          Vanuatu
55                          Honduras    HND                         Honduras
56                            Guyana    GUY                           Guyana
57                           Iceland    ISL                          Iceland
58                             Haiti    HTI                            Haiti
59                            Uganda    UGA                           Uganda
60                          Suriname    SUR                         Suriname
61                             Niger    NER                            Niger
62                        Tajikistan    TJK                       Tajikistan
63                          Paraguay    PRY                         Paraguay
64                         Nicaragua    NIC                        Nicaragua
65                      Sierra Leone    SLE                     Sierra Leone
66                          Pakistan    PAK                         Pakistan
67                             Nepal    NPL                            Nepal
68                      South Africa    ZAF                     South Africa
69                      South Africa    ZAF                     South Africa
70                  Papua New Guinea    PNG                 Papua New Guinea
71                   Solomon Islands    SLB                  Solomon Islands
72                            Panama    PAN                           Panama
73                           Morocco    MAR                          Morocco
74                           Moldova    MDA                          Moldova
75                        Mozambique    MOZ                       Mozambique
76                           Somalia    SOM                          Somalia
77                              Oman    OMN                             Oman
78                         Sri Lanka    LKA                        Sri Lanka
79                          Mongolia    MNG                         Mongolia
80                           Namibia    NAM                          Namibia
81                           Nigeria    NGA                          Nigeria
82                     Guinea Bissau    GNB                    Guinea Bissau
83                            Jordan    JOR                           Jordan
84                         Lithuania    LTU                        Lithuania
85                            Latvia    LVA                           Latvia
86                        Kyrgyzstan    KGZ                       Kyrgyzstan
87                           Lesotho    LSO                          Lesotho
88                        Madagascar    MDG                       Madagascar
89                           Ecuador    ECU                          Ecuador
90                        Costa Rica    CRI                       Costa Rica
91                       El Salvador    SLV                      El Salvador
92                           Jamaica    JAM                          Jamaica
93                              Chad    TCD                             Chad
94                 Equatorial Guinea    GNQ                Equatorial Guinea
95                           Eritrea    ERI                          Eritrea
96                           Croatia    HRV                          Croatia
97                           Estonia    EST                          Estonia
98                            Malawi    MWI                           Malawi
99                         Guatemala    GTM                        Guatemala
100                            Gabon    GAB                            Gabon
101                             Fiji    FJI                             Fiji
102                            Chile    CHL                            Chile
103                       Mauritania    MRT                       Mauritania
104                             Mali    MLI                             Mali
105                          Lebanon    LBN                          Lebanon
106                          Georgia    GEO                          Georgia
107                       Kazakhstan    KAZ                       Kazakhstan
108                             Laos    LAO                             Laos
109              Congo (Brazzaville)    COG              Congo (Brazzaville)
110                           Guinea    GIN                           Guinea
111                      Ivory Coast    CIV                      Ivory Coast
112                           Canada    CAN                           Canada
113               Republic of Serbia    SRB                           Serbia
114                           Brunei    BRN                           Brunei
115                          Bolivia    BOL                          Bolivia
116                           Belize    BLZ                           Belize
117         Central African Republic    CAF         Central African Republic
118                         Cameroon    CMR                         Cameroon
119                          Albania    ALB                          Albania
120                          Armenia    ARM                          Armenia
121                       Azerbaijan    AZE                       Azerbaijan
122                         Cambodia    KHM                         Cambodia
123                          Bolivia    BOL                          Bolivia
124                            Benin    BEN                            Benin
125                         Bulgaria    BGR                         Bulgaria
126                          Belarus    BLR                          Belarus
127                           Bhutan    BTN                           Bhutan
128                         Botswana    BWA                         Botswana
129                        Australia    AUS                        Australia
130                     Burkina Faso    BFA                     Burkina Faso
131           Bosnia and Herzegovina    BIH           Bosnia and Herzegovina
132                          Myanmar    MMR                          Myanmar
133                            Tonga    TON                            Tonga
134                       Somaliland    SOL                       Somaliland
135                       Seychelles    SYC                       Seychelles
136            Sao Tome and Principe    STP            Sao Tome and Principe
137                            Samoa    WSM                            Samoa
138                            Malta    MLT                            Malta
139                         Maldives    MDV                         Maldives
140                           Israel    IS1                           Israel
141                       Cape Verde    CPV                       Cape Verde
142                     Bahamas, The    BHS                      The Bahamas
143                           Cyprus    CYP                           Cyprus
144                      New Zealand    NZL                      New Zealand
145                          Vietnam    VNM                          Vietnam
146                           Turkey    TUR                           Turkey
147                          Hungary    HUN                          Hungary
148                            Yemen    YEM                            Yemen
149                          Romania    ROU                          Romania
150                            Syria    SYR                            Syria
151                         Portugal    PRT                         Portugal
152                            Sudan    SDN                            Sudan
153                Kingdom of Norway    NOR                           Norway
154                           Poland    POL                           Poland
155                     Korea, North    PRK                      North Korea
156      United Republic of Tanzania    TZA                         Tanzania
157                          Ireland    IRL                          Ireland
158                          Liberia    LBR                          Liberia
159                         Malaysia    MYS                         Malaysia
160                             Cuba    CUB                             Cuba
161                          Czechia    CZE                          Czechia
162                           Kuwait    KWT                           Kuwait
163               Dominican Republic    DOM               Dominican Republic
164                            Ghana    GHA                            Ghana
165                            Libya    LBY                            Libya
166                           Israel    IS1                           Israel
167                          Finland    FIN                          Finland
168                          Denmark    DNK                          Denmark
169                      Ivory Coast    CIV                      Ivory Coast
170                           Brazil    BRA                           Brazil
171                          Belgium    BEL                          Belgium
172                       Bangladesh    BGD                       Bangladesh
173                           Angola    AGO                           Angola
174                          Algeria    DZA                          Algeria
175                          Myanmar    MMR                          Myanmar
176                    United States    USA         United States of America
177                    United States    USA         United States of America
178                    United States    USA         United States of America
179                    United States    USA         United States of America
180                    United States    USA         United States of America
181                    United States    USA         United States of America
182                        Venezuela    VEN                        Venezuela
183                          Ukraine    UKR                          Ukraine
184             United Arab Emirates    ARE             United Arab Emirates
185                       Uzbekistan    UZB                       Uzbekistan
186                 Kingdom of Spain    ESP                            Spain
187                      Switzerland    CHE                      Switzerland
188                           Sweden    SWE                           Sweden
189                         Thailand    THA                         Thailand
190                             Peru    PER                             Peru
191                          Senegal    SEN                          Senegal
192                     South Africa    ZAF                     South Africa
193       Kingdom of the Netherlands    NLD                      Netherlands
194                          Morocco    MAR                          Morocco
195                     Korea, South    KOR                      South Korea
196                      Philippines    PHL                      Philippines
197                           Mexico    MEX                           Mexico
198                          Germany    DEU                          Germany
199                            China    CHN                            China
200                            China    CHN                            China
201                            Japan    JPN                            Japan
202                 Congo (Kinshasa)    COD                 Congo (Kinshasa)
203                            India    IND                            India
204                            India    IND                            India
205                           Greece    GRC                           Greece
206                             Iraq    IRQ                             Iraq
207                         Ethiopia    ETH                         Ethiopia
208                             Iran    IRN                             Iran
209                           Canada    CAN                           Canada
210                           Canada    CAN                           Canada
211                        Argentina    ARG                        Argentina
212                      Afghanistan    AFG                      Afghanistan
213                          Austria    AUT                          Austria
214                        Australia    AUS                        Australia
215                           Taiwan    TWN                           Taiwan
216                      New Zealand    NZL                      New Zealand
217                    United States    USA         United States of America
218                    United States    USA         United States of America
219                    United States    USA         United States of America
220                   United Kingdom    GBR                   United Kingdom
221                           Turkey    TUR                           Turkey
222                     Saudi Arabia    SAU                     Saudi Arabia
223                     South Africa    ZAF                     South Africa
224                           Russia    RUS                           Russia
225                           Mexico    MEX                           Mexico
226                          Nigeria    NGA                          Nigeria
227                            Italy    ITA                            Italy
228                            China    CHN                            China
229                            Kenya    KEN                            Kenya
230                        Indonesia    IDN                        Indonesia
231                         Colombia    COL                         Colombia
232                            Egypt    EGY                            Egypt
233                            China    CHN                            China
234                            Japan    JPN                            Japan
235                            India    IND                            India
236                  French Republic    FRA                           France
237                            Chile    CHL                            Chile
238                            India    IND                            India
239                           Brazil    BRA                           Brazil
240                           Brazil    BRA                           Brazil
241                        Australia    AUS                        Australia
242                        Singapore    SGP                        Singapore
243                            China    CHN                 Hong Kong S.A.R.
    ADM0_A3                             ADM1NAME ISO_A2
1       VAT                                Lazio     VA
2       SMR                                 <NA>     SM
3       LIE                                 <NA>     LI
4       SWZ                              Manzini     SZ
5       LUX                           Luxembourg     LU
6       FSM                                 <NA>     FM
7       MHL                                 <NA>     MH
8       TUV                                 <NA>     TV
9       PLW                                 <NA>     PW
10      SAH                                 <NA>     EH
11      MCO                                 <NA>     MC
12      KIR                                 <NA>     KI
13      COM                                 <NA>     KM
14      AND                                 <NA>     AD
15      TTO                        Port of Spain     TT
16      RWA                          Kigali City     RW
17      SWZ                               Hhohho     SZ
18      SSD                    Central Equatoria     SS
19      NLD                         Zuid-Holland     NL
20      SVN                    Osrednjeslovenska     SI
21      SVK                         Bratislavský     SK
22      QAT                            Ad Dawhah     QA
23      MNE                            Podgorica     ME
24      LKA                              Colombo     LK
25      PHL                              Benguet     PH
26      TZA                               Dodoma     TZ
27      CHE                                 Bern     CH
28      MAR Laâyoune - Boujdour - Sakia El Hamra     MA
29      KOS                             Pristina    -99
30      DMA                         Saint George     DM
31      DJI                             Djibouti     DJ
32      MYS                             Selangor     MY
33      JPN                                Kyoto     JP
34      GMB                               Banjul     GM
35      MKD                               Centar     MK
36      BRB                        Saint Michael     BB
37      BEN                                Ouémé     BJ
38      BDI                     Bujumbura Mairie     BI
39      VCT                                 <NA>     VC
40      LCA                                 <NA>     LC
41      KNA                                 <NA>     KN
42      MUS                                 <NA>     MU
43      GRD                                 <NA>     GD
44      BHR                                 <NA>     BH
45      ATG                                 <NA>     AG
46      URY                           Montevideo     UY
47      TGO                             Maritime     TG
48      TUN                                Tunis     TN
49      ARE                            Abu Dhabi     AE
50      TKM                                 Ahal     TM
51      ZMB                               Lusaka     ZM
52      ZWE                               Harare     ZW
53      TLS                                 Dili     TL
54      VUT                                Shefa     VU
55      HND                    Francisco Morazán     HN
56      GUY               East Berbice-Corentyne     GY
57      ISL                             Suðurnes     IS
58      HTI                                Ouest     HT
59      UGA                              Kampala     UG
60      SUR                           Paramaribo     SR
61      NER                               Niamey     NE
62      TJK             Tadzhikistan Territories     TJ
63      PRY                             Asunción     PY
64      NIC                              Managua     NI
65      SLE                              Western     SL
66      PAK                               F.C.T.     PK
67      NPL                            Bhaktapur     NP
68      ZAF                    Orange Free State     ZA
69      ZAF                              Gauteng     ZA
70      PNG                              Central     PG
71      SLB                          Guadalcanal     SB
72      PAN                               Panama     PA
73      MAR        Rabat - Salé - Zemmour - Zaer     MA
74      MDA                             Chisinau     MD
75      MOZ                               Maputo     MZ
76      SOM                             Banaadir     SO
77      OMN                               Muscat     OM
78      LKA                              Colombo     LK
79      MNG                          Ulaanbaatar     MN
80      NAM                               Khomas     NA
81      NGA            Federal Capital Territory     NG
82      GNB                               Bissau     GW
83      JOR                                Amman     JO
84      LTU                             Vilniaus     LT
85      LVA                                 Riga     LV
86      KGZ                              Bishkek     KG
87      LSO                               Maseru     LS
88      MDG                         Antananarivo     MG
89      ECU                            Pichincha     EC
90      CRI                             San José     CR
91      SLV                         San Salvador     SV
92      JAM                             Kingston     JM
93      TCD                         Hadjer-Lamis     TD
94      GNQ                          Bioko Norte     GQ
95      ERI                               Anseba     ER
96      HRV                          Grad Zagreb     HR
97      EST                                Harju     EE
98      MWI                             Lilongwe     MW
99      GTM                            Guatemala     GT
100     GAB                             Estuaire     GA
101     FJI                              Central     FJ
102     CHL                           Valparaíso     CL
103     MRT                           Nouakchott     MR
104     MLI                               Bamako     ML
105     LBN                               Beirut     LB
106     GEO                              Tbilisi     GE
107     KAZ                               Aqmola     KZ
108     LAO               Vientiane [prefecture]     LA
109     COG                                 Pool     CG
110     GIN                              Conakry     GN
111     CIV                                 Lacs     CI
112     CAN                              Ontario     CA
113     SRB                         Grad Beograd     RS
114     BRN                     Brunei and Muara     BN
115     BOL                           Chuquisaca     BO
116     BLZ                                 Cayo     BZ
117     CAF                               Bangui     CF
118     CMR                               Centre     CM
119     ALB                               Durrës     AL
120     ARM                               Erevan     AM
121     AZE                                 Baki     AZ
122     KHM                           Phnom Penh     KH
123     BOL                               La Paz     BO
124     BEN                                Ouémé     BJ
125     BGR                          Grad Sofiya     BG
126     BLR                                Minsk     BY
127     BTN                              Thimphu     BT
128     BWA                           South-East     BW
129     AUS         Australian Capital Territory     AU
130     BFA                              Kadiogo     BF
131     BIH                             Sarajevo     BA
132     MMR                             Mandalay     MM
133     TON                                 <NA>     TO
134     SOL                                 <NA>    -99
135     SYC                                 <NA>     SC
136     STP                                 <NA>     ST
137     WSM                                 <NA>     WS
138     MLT                                 <NA>     MT
139     MDV                                 <NA>     MV
140     ISR                            Jerusalem     IL
141     CPV                                 <NA>     CV
142     BHS                                 <NA>     BS
143     CYP                                 <NA>     CY
144     NZL                    Manawatu-Wanganui     NZ
145     VNM                          Thái Nguyên     VN
146     TUR                               Ankara     TR
147     HUN                             Budapest     HU
148     YEM                     Amanat Al Asimah     YE
149     ROU                            Bucharest     RO
150     SYR                             Damascus     SY
151     PRT                               Lisboa     PT
152     SDN                             Khartoum     SD
153     NOR                                 Oslo     NO
154     POL                             Masovian     PL
155     PRK                           P'yongyang     KP
156     TZA                        Dar-Es-Salaam     TZ
157     IRL                               Dublin     IE
158     LBR                          Montserrado     LR
159     MYS                             Selangor     MY
160     CUB                  Ciudad de la Habana     CU
161     CZE                               Prague     CZ
162     KWT                            Al Kuwayt     KW
163     DOM                    Distrito Nacional     DO
164     GHA                        Greater Accra     GH
165     LBY         Tajura' wa an Nawahi al Arba     LY
166     ISR                             Tel Aviv     IL
167     FIN                     Southern Finland     FI
168     DNK                          Hovedstaden     DK
169     CIV                              Lagunes     CI
170     BRA                     Distrito Federal     BR
171     BEL                             Brussels     BE
172     BGD                                Dhaka     BD
173     AGO                               Luanda     AO
174     DZA                                Alger     DZ
175     MMR                               Yangon     MM
176     USA                           California     US
177     USA                             Colorado     US
178     USA                                Texas     US
179     USA                              Florida     US
180     USA                              Georgia     US
181     USA                             Illinois     US
182     VEN                     Distrito Capital     VE
183     UKR                                 Kiev     UA
184     ARE                                Dubay     AE
185     UZB                             Tashkent     UZ
186     ESP                  Comunidad de Madrid     ES
187     CHE                               Genève     CH
188     SWE                            Stockholm     SE
189     THA                   Bangkok Metropolis     TH
190     PER                                 Lima     PE
191     SEN                                Dakar     SN
192     ZAF                              Gauteng     ZA
193     NLD                        Noord-Holland     NL
194     MAR                     Grand Casablanca     MA
195     KOR                                Seoul     KR
196     PHL                  Metropolitan Manila     PH
197     MEX                           Nuevo León     MX
198     DEU                               Berlin     DE
199     CHN                       Xinjiang Uygur     CN
200     CHN                              Sichuan     CN
201     JPN                                Osaka     JP
202     COD                        Kinshasa City     CD
203     IND                                Delhi     IN
204     IND                            Karnataka     IN
205     GRC                               Attiki     GR
206     IRQ                              Baghdad     IQ
207     ETH                          Addis Ababa     ET
208     IRN                               Tehran     IR
209     CAN                     British Columbia     CA
210     CAN                              Ontario     CA
211     ARG               Ciudad de Buenos Aires     AR
212     AFG                                Kabul     AF
213     AUT                                 Wien     AT
214     AUS                             Victoria     AU
215     TWN                          Taipei City     TW
216     NZL                             Auckland     NZ
217     USA                           California     US
218     USA                 District of Columbia     US
219     USA                             New York     US
220     GBR                          Westminster     GB
221     TUR                             Istanbul     TR
222     SAU                             Ar Riyad     SA
223     ZAF                         Western Cape     ZA
224     RUS                               Moskva     RU
225     MEX                     Distrito Federal     MX
226     NGA                                Lagos     NG
227     ITA                                Lazio     IT
228     CHN                              Beijing     CN
229     KEN                              Nairobi     KE
230     IDN                         Jakarta Raya     ID
231     COL                               Bogota     CO
232     EGY                           Al Qahirah     EG
233     CHN                             Shanghai     CN
234     JPN                                Tokyo     JP
235     IND                          Maharashtra     IN
236     FRA                        Île-de-France     FR
237     CHL     Región Metropolitana de Santiago     CL
238     IND                          West Bengal     IN
239     BRA                       Rio de Janeiro     BR
240     BRA                            São Paulo     BR
241     AUS                      New South Wales     AU
242     SGP                                 <NA>     SG
243     HKG                                 <NA>     HK
                            NOTE   LATITUDE   LONGITUDE  POP_MAX  POP_MIN
1                           <NA>  41.903282   12.453387      832      832
2                           <NA>  43.936096   12.441770    29579    29000
3                           <NA>  47.133724    9.516670    36281     5342
4                           <NA> -26.466668   31.199997     9782     4557
5                           <NA>  49.611660    6.130003   107260    76684
6                           <NA>   6.916644  158.149974     4645     4645
7                           <NA>   7.103004  171.380000    25400    20500
8                           <NA>  -8.516652  179.216647     4749     4749
9                           <NA>   7.487396  134.626549     7026     7026
10                          <NA>  26.119167   -9.652522      500      200
11                          <NA>  43.739646    7.406913    36371    36371
12                          <NA>   1.338188  173.017571    28802    22534
13                          <NA> -11.704158   43.240244   128698    42872
14                          <NA>  42.500001    1.516486    53998    22256
15                          <NA>  10.651997  -61.517031   294934    49031
16                          <NA>  -1.951644   30.058586   860000   745261
17                          <NA> -26.316651   31.133335    90138    76218
18                          <NA>   4.829975   31.580026   111975   111975
19                          <NA>  52.080037    4.269961  1406000   501725
20                          <NA>  46.055288   14.514969   314807   255115
21                          <NA>  48.150018   17.116981   423737   373687
22                          <NA>  25.286556   51.532968  1450000   731310
23                          <NA>  42.465973   19.266307   145850   136473
24                          <NA>   6.900004   79.949993   115826   115826
25                          <NA>  16.429991  120.569943   447824   272714
26                          <NA>  -6.183306   35.750004   218269   180541
27                          <NA>  46.916683    7.466976   275329   121631
28                          <NA>  27.149982  -13.200006   188084   176365
29                          <NA>  42.666710   21.165984   465186   198214
30                          <NA>  15.301016  -61.387013    23336    16571
31                          <NA>  11.595015   43.148002   923000   604013
32                          <NA>   2.914020  101.701947    67964    50000
33                          <NA>  35.031938  135.748052  1805000  1459640
34                          <NA>  13.453877  -16.591702    43094    34589
35                          <NA>  42.000006   21.433462   494087   474889
36                          <NA>  13.102003  -59.616527   191152    96578
37                          <NA>   6.483311    2.616626   300000   234168
38                          <NA>  -3.376087   29.360006   331700   331700
39                          <NA>  13.148279  -61.212062    49485    24518
40                          <NA>  14.001974  -61.000008    37963    10634
41                          <NA>  17.302031  -62.717009    21887    15500
42                          <NA> -20.166639   57.499994   595491   148416
43                          <NA>  12.052633  -61.741643    33734    27343
44                          <NA>  26.236136   50.583052   563920   157474
45                          <NA>  17.118037  -61.850034    35499    24226
46                          <NA> -34.856096  -56.172998  1513000     5324
47                          <NA>   6.133883    1.220811  1452000   749700
48                          <NA>  36.802778   10.179678  2412500   728453
49                          <NA>  24.466684   54.366593   603492   560230
50                          <NA>  37.949995   58.383299   727700   577982
51                          <NA> -15.414698   28.281382  1328000  1267440
52                          <NA> -17.815844   31.042764  1572000  1542813
53                          <NA>  -8.559388  125.579456   234331   193563
54                          <NA> -17.733350  168.316641    44040    35901
55                          <NA>  14.103991  -87.219475   946000   850848
56                          <NA>   6.801974  -58.167029   264350   235017
57                          <NA>  64.150024  -21.950015   166212   113906
58                          <NA>  18.542971  -72.337980  1998000  1234742
59                          <NA>   0.318605   32.581378  1420000  1353189
60                          <NA>   5.835030  -55.167031   254169   223757
61                          <NA>  13.518652    2.114710   915000   742791
62                          <NA>  38.560035   68.773879  1086244   679400
63                          <NA> -25.294457  -57.643451  1870000    11693
64                          <NA>  12.154962  -86.270438   920000   920000
65                          <NA>   8.471957  -13.236162   827000    13768
66                          <NA>  33.701942   73.164689   780000   601600
67                          <NA>  27.718638   85.314696   895000   895000
68                          <NA> -29.119994   26.229913   463064   456669
69                          <NA> -25.704975   28.227483  1338000  1338000
70                          <NA>  -9.464708  147.192504   283733   251136
71                          <NA>  -9.437994  159.949766    76328    56298
72                          <NA>   8.969963  -79.534983  1281000   408168
73                          <NA>  34.025307   -6.836408  1705000  1655753
74                          <NA>  47.005024   28.857711   688134   635994
75                          <NA> -25.953332   32.587217  1446000  1191613
76                          <NA>   2.068627   45.364732  1100000   875388
77                          <NA>  23.613325   58.593312   734697   586861
78                          <NA>   6.931966   79.857751   217000   217000
79                          <NA>  47.918619  106.914670   885000   769612
80                          <NA> -22.570006   17.083546   268132   262796
81                          <NA>   9.085279    7.531382  1576000   162135
82                          <NA>  11.865024  -15.598361   403339   388028
83                          <NA>  31.951971   35.931354  1060000  1060000
84                          <NA>  54.683366   25.316635   542366   507029
85                          <NA>  56.950024   24.099965   742572   705033
86                          <NA>  42.875025   74.583258   837000   804212
87                          <NA> -29.316674   27.483273   361324   118355
88                          <NA> -18.914692   47.514678  1697000  1391433
89                          <NA>  -0.213042  -78.501997  1701000  1399814
90                          <NA>   9.936958  -84.085997  1284000     1724
91                          <NA>  13.711948  -89.204987  1433000     2807
92                          <NA>  17.977077  -76.767434   937700   664973
93                          <NA>  12.115042   15.047203   989000   681387
94                          <NA>   3.750015    8.783278   155963   155963
95                          <NA>  15.333339   38.933324   620802   563930
96                          <NA>  45.800007   15.999995   722526   698966
97                          <NA>  59.433877   24.728041   394024   340027
98                          <NA> -13.983295   33.783302   646750   646750
99                          <NA>  14.623081  -90.528911  1024000   994938
100                         <NA>   0.385389    9.457965   578156   483355
101                         <NA> -18.133016  178.441707   175399    88271
102                         <NA> -33.045819  -71.622960   854000    15938
103                         <NA>  18.086427  -15.975340   742144   661400
104                         <NA>  12.651961   -8.001985  1494000  1297281
105                         <NA>  33.873921   35.507762  1846000  1712125
106                         <NA>  41.726956   44.788850  1100000  1005257
107                         <NA>  51.181125   71.427774   345604   325021
108                         <NA>  17.966693  102.599980   754000   570348
109                         <NA>  -4.257240   15.282744  1355000  1163890
110                         <NA>   9.533469  -13.682181  1494000  1494000
111                         <NA>   6.818381   -5.275503   206499   194530
112                         <NA>  45.418643  -75.701961  1145000   812129
113                         <NA>  44.820591   20.466045  1099000  1099000
114                         <NA>   4.883331  114.933284   296500   140000
115                         <NA> -19.040971  -65.259516   224838   221736
116                         <NA>  17.252034  -88.767073    15220    13381
117                         <NA>   4.366644   18.558288   831925   622771
118                         <NA>   3.868647   11.514705  1611000  1060587
119                         <NA>  41.327541   19.818883   895350   421286
120                         <NA>  40.183097   44.511606  1102000  1093485
121                         <NA>  40.397218   49.860271  2122300  1892000
122                         <NA>  11.551976  104.914689  1466000  1466000
123                         <NA> -16.496028  -68.151931  1590000   812799
124                         <NA>   6.401954    2.518045   762000   690584
125                         <NA>  42.685295   23.314708  1185000   874827
126                         <NA>  53.901923   27.564681  1805000  1577138
127                         <NA>  27.472986   89.639014    98676    79185
128                         <NA> -24.646314   25.911948   208411   159243
129                         <NA> -35.283029  149.129026   327700   234032
130                         <NA>  12.372262   -1.526670  1149000   835457
131                         <NA>  43.850022   18.383002   696731   628902
132                         <NA>  19.768503   96.116673   930000   194824
133                         <NA> -21.138512 -175.220565    42620    23658
134                         <NA>   9.560022   44.065310   477876   247018
135                         <NA>  -4.616632   55.449990    33576    22881
136                         <NA>   0.333402    6.733325    88219    56166
137                         <NA> -13.841545 -171.738642    61916    37708
138                         <NA>  35.899733   14.514711   368250     6966
139                         <NA>   4.166708   73.499948   112927   103693
140                         <NA>  31.778408   35.206626  1029300   801000
141                         <NA>  14.916698  -23.516689   113364    88859
142                         <NA>  25.083390  -77.350044   227940   160966
143                         <NA>  35.166677   33.366635   224300   200452
144 Wellington metropolitan area -41.299988  174.783266   393400   393400
145                         <NA>  21.035273  105.848068  4378000  1431270
146                         <NA>  39.929184   32.862446  3716000  3307379
147                         <NA>  47.501952   19.081375  1679000  1679000
148                         <NA>  15.356679   44.204648  2008000  1835853
149                         <NA>  44.435318   26.098001  1942000  1742194
150                         <NA>  33.501980   36.298050  2466000  2466000
151                         <NA>  38.724669   -9.146812  2812000   517802
152                         <NA>  15.590024   32.532233  4754000  1974647
153                         <NA>  59.918636   10.748033   835000   580000
154                         <NA>  52.251947   20.998054  1707000  1702139
155                         <NA>  39.021385  125.752745  3300000  2498797
156                         <NA>  -6.798067   39.266396  2930000  2698652
157                         <NA>  53.335007   -6.250852  1059000   968976
158                         <NA>   6.314582  -10.799660  1041000   785662
159                         <NA>   3.168612  101.698037  1448000  1448000
160                         <NA>  23.133905  -82.366128  2174000  1990917
161                         <NA>  50.085283   14.464034  1162000     2087
162                         <NA>  29.371664   47.976355  2063000    60064
163                         <NA>  18.472019  -69.902031  2154000     2873
164                         <NA>   5.551981   -0.218662  2121000  1963264
165                         <NA>  32.892500   13.180012  2189000   229398
166                         <NA>  32.081937   34.768066  3112000   378358
167                         <NA>  60.177509   24.932181  1115000   558457
168                         <NA>  55.680510   12.561540  1085000  1085000
169                         <NA>   5.321943   -4.041994  3802000  3190395
170                         <NA> -15.781394  -47.917998  3716996  2562963
171                         <NA>  50.835263    4.331371  1743000  1019022
172                         <NA>  23.725006   90.406634 12797394  7000940
173                         <NA>  -8.836340   13.232481  5172900  1951272
174                         <NA>  36.765011    3.048607  3354000  1977663
175                         <NA>  16.785300   96.164732  4088000  3301820
176                         <NA>  37.769196 -122.417169  3450000   732072
177                         <NA>  39.741134 -104.985962  2313000  1548599
178                         <NA>  29.821920  -95.341925  4459000  3647574
179                         <NA>  25.789557  -80.226052  5585000   382894
180                         <NA>  33.831960  -84.401895  4506000   422908
181                         <NA>  41.831937  -87.752001  8990000  2841952
182                         <NA>  10.502944  -66.918983  2985000  1815679
183                         <NA>  50.435313   30.514682  2709000  1662508
184                         <NA>  25.231942   55.278029  1379000  1137347
185                         <NA>  41.313648   69.292987  2184000  1978028
186                         <NA>  40.401972   -3.685298  5567000    50437
187                         <NA>  46.210008    6.140028  1240000   192385
188                         <NA>  59.352706   18.095389  1264000  1253309
189                         <NA>  13.751945  100.514699  6704000  5104476
190                         <NA> -12.046067  -77.052008  8012000  6758234
191                         <NA>  14.717778  -17.475076  2604000  2476400
192                         <NA> -26.168099   28.028064  3435000  2026469
193                         <NA>  52.351915    4.914694  1031000   741636
194                         <NA>  33.601922   -7.618313  3181000  3144909
195                         <NA>  37.568295  126.997785  9796000  9796000
196                         <NA>  14.606105  120.980271 11100000  3077575
197                         <NA>  25.671941 -100.331931  3712000  1122874
198                         <NA>  52.523765   13.399603  3406000  3094014
199                         <NA>  43.806958   87.573060  3575000  1508225
200                         <NA>  30.671946  104.068074  4123000  3950437
201                         <NA>  34.751981  135.458199 11294000  2592413
202                         <NA>  -4.327778   15.313026  7843000  5565703
203                         <NA>  28.600023   77.199980   317797   317797
204                         <NA>  12.971941   77.558064  6787000  5104047
205                         <NA>  37.985272   23.731375  3242000   729137
206                         <NA>  33.340594   44.391923  5054000  5054000
207                         <NA>   9.035256   38.698059  3100000  2757729
208                         <NA>  35.673889   51.422398  7873000  7153309
209                         <NA>  49.275362 -123.123590  2313328   603502
210                         <NA>  43.701926  -79.421967  5213000  3934421
211                         <NA> -34.600556  -58.399477 12795000 10929146
212                         <NA>  34.518636   69.181314  3277000  3043532
213                         <NA>  48.201961   16.364693  2400000  1731000
214                         <NA> -37.818086  144.973070  4170000    93625
215                         <NA>  25.035833  121.568333  6900273  2618772
216   Auckland metropolitan area -36.848055  174.763027  1377200   395982
217                         <NA>  33.991924 -118.181926 12500000  3694820
218                         <NA>  38.901495  -77.011364  4338000   552433
219                         <NA>  40.751925  -73.981963 19040000  8008278
220                         <NA>  51.501941   -0.118668  8567000  7421209
221                         <NA>  41.106942   29.008056 10061000  9945610
222                         <NA>  24.642779   46.770796  4465000  4205961
223                         <NA> -33.918065   18.433042  3215000  2432858
224                         <NA>  55.754110   37.613577 10452000 10452000
225                         <NA>  19.444388  -99.132934 19028000 10811002
226                         <NA>   6.445208    3.389585  9466000     1536
227                         <NA>  41.897902   12.481313  3339000    35452
228                         <NA>  39.930838  116.386340 11106000  7480601
229                         <NA>  -1.281401   36.814711  3010000  2750547
230                         <NA>  -6.172472  106.827492  9125000  8540121
231                         <NA>   4.598369  -74.085290  7772000  6333661
232                         <NA>  30.051906   31.248022 11893000  7734614
233                         <NA>  31.218398  121.434559 14987000 14608512
234                         <NA>  35.686963  139.749462 35676000  8336599
235                         <NA>  19.018936   72.855043 18978000 12691836
236                         <NA>  48.868639    2.331390  9904000    11177
237                         <NA> -33.448068  -70.668987  5720000    46611
238                         <NA>  22.496915   88.322730 14787000  4631392
239                         <NA> -22.923077  -43.226967 11748000  2010175
240                         <NA> -23.556734  -46.626966 18845000 10021295
241                         <NA> -33.918065  151.183234  4630000  3641422
242                         <NA>   1.294979  103.853875  5183700  3289529
243                         <NA>  22.306927  114.183064  7206000  4551579
    POP_OTHER RANK_MAX RANK_MIN                             MEGANAME
1      562430        2        2                                 <NA>
2           0        7        7                                 <NA>
3       33009        7        5                                 <NA>
4           0        5        4                                 <NA>
5      106219        9        8                                 <NA>
6           0        4        4                                 <NA>
7           0        7        7                                 <NA>
8           0        4        4                                 <NA>
9           0        5        5                                 <NA>
10          0        2        1                                 <NA>
11     102371        7        7                                 <NA>
12          0        7        7                                 <NA>
13          0        9        7                                 <NA>
14      53371        8        7                                 <NA>
15     419082       10        7                                 <NA>
16    1152904       11       11                               Kigali
17      89979        8        8                                 <NA>
18     111975        9        9                                 <NA>
19     688599       12       11                                 <NA>
20     256316       10       10                                 <NA>
21     361489       10       10                                 <NA>
22          0       12       11                                 <NA>
23          0        9        9                                 <NA>
24    2456292        9        9                                 <NA>
25     164877       10       10                                 <NA>
26          0       10        9                                 <NA>
27     267814       10        9                                 <NA>
28     176365        9        9                                 <NA>
29     261783       10        9                                 <NA>
30      23336        7        6                                 <NA>
31     335001       11       11                                 <NA>
32     956431        8        7                                 <NA>
33    1827367       12       12                                Kyoto
34     581300        7        7                                 <NA>
35     491890       10       10                                 <NA>
36     191814        9        8                                 <NA>
37     806945       10       10                                 <NA>
38    1208361       10       10                                 <NA>
39          0        7        7                                 <NA>
40          0        7        6                                 <NA>
41      21887        7        6                                 <NA>
42     304613       11        9                                 <NA>
43      27343        7        7                                 <NA>
44     563666       11        9                                 <NA>
45          0        7        7                                 <NA>
46    1276128       12        5                           Montevideo
47    1256715       12       11                                 Lomi
48    1675117       12       11                                 <NA>
49     560230       11       11                                 <NA>
50     556048       11       11                                 <NA>
51    1240558       12       12                               Lusaka
52    1831877       12       12                               Harare
53      55154       10        9                                 <NA>
54       7702        7        7                                 <NA>
55    1014546       11       11                          Tegucigalpa
56     264350       10       10                                 <NA>
57     160116        9        9                                 <NA>
58    2385397       12       12                       Port-au-Prince
59    2153702       12       12                              Kampala
60     248161       10       10                                 <NA>
61     715325       11       11                               Niamey
62    1081361       12       11                                 <NA>
63     636771       12        6                             Asuncian
64    1088194       11       11                              Managua
65    1074640       11        6                             Freetown
66     893673       11       11                            Islamabad
67    1099610       11       11                            Kathmandu
68     456513       10       10                                 <NA>
69    1443084       12       12                             Pretoria
70     251304       10       10                                 <NA>
71      76328        8        8                                 <NA>
72     939725       12       10                      Ciudad de Panam
73    2029349       12       12                                Rabat
74     664472       11       11                                 <NA>
75    1365454       12       12                               Maputo
76     849392       12       11                             Muqdisho
77     586861       11       11                                 <NA>
78    2490974       10       10                                 <NA>
79     765359       11       11                          Ulaanbaatar
80     262796       10       10                                 <NA>
81          0       12        9                                Abuja
82     403339       10       10                                 <NA>
83    2633729       12       12                                Amman
84     494356       11       11                                 <NA>
85          0       11       11                                 <NA>
86     781714       11       11                              Bishkek
87     356225       10        9                                 <NA>
88    1844658       12       12                         Antananarivo
89    1435528       12       12                                Quito
90    1434681       12        3                             San Josi
91    2139587       12        4                         San Salvador
92      18171       11       11                                 <NA>
93     686347       11       11                            N'Djam-na
94          0        9        9                                 <NA>
95     587094       11       11                                 <NA>
96     690638       11       11                                 <NA>
97     317949       10       10                                 <NA>
98    1061388       11       11                                 <NA>
99    2391150       12       11 Ciudad de Guatemala (Guatemala City)
100    483522       11       10                                 <NA>
101         0        9        8                                 <NA>
102    130815       11        6                           Valpara so
103    742144       11       11                                 <NA>
104   1301407       12       12                               Bamako
105   1661980       12       12                               Bayrut
106    977179       12       12                              Tbilisi
107    317445       10       10                                 <NA>
108    469811       11       11                                 <NA>
109   1174778       12       12                          Brazzaville
110   1498020       12       12                              Conakry
111    206499       10        9                                 <NA>
112    872781       12       11                      Ottawa-Gatineau
113   1271541       12       12                              Beograd
114    222513       10        9                                 <NA>
115    221736       10       10                                 <NA>
116     15220        6        6                                 <NA>
117    782274       11       11                                 <NA>
118   1060747       12       12                               Yaound
119    517792       11       10                                 <NA>
120   1154748       12       12                              Yerevan
121   1518801       12       12                                 Baku
122   1604086       12       12                           Phnum Penh
123      4400       12       11                               La Paz
124   1060640       11       11                              Cotonou
125    871735       12       11                                Sofia
126   1557919       12       12                                Minsk
127         0        8        8                                 <NA>
128    158896       10        9                                 <NA>
129         0       10       10                                 <NA>
130    713874       12       11                          Ouagadougou
131    627065       11       11                                 <NA>
132         0       11        9                          Nay Pyi Taw
133     42620        7        7                                 <NA>
134    247018       10       10                                 <NA>
135     33737        7        7                                 <NA>
136     88219        8        8                                 <NA>
137         0        8        7                                 <NA>
138    336174       10        5                                 <NA>
139         0        9        9                                 <NA>
140   1072567       12       11                                 <NA>
141     89205        9        8                                 <NA>
142         0       10        9                                 <NA>
143    222985       10       10                                 <NA>
144         0       10        9                                 <NA>
145   5466347       12       12                               Hh Noi
146   3267576       12       12                               Ankara
147   1718895       12       12                             Budapest
148   1742507       12       12                              Sana'a'
149   1636574       12       12                            Bucuresti
150   3344577       12       12                              Dimashq
151   1795582       12       11                               Lisboa
152   2325931       12       12                           Al-Khartum
153    701804       11       11                                 Oslo
154   2012431       12       12                             Warszawa
155   2483216       12       12                           P'yongyang
156   2757835       12       12                        Dar es Salaam
157     22478       12       11                               Dublin
158    806416       12       11                             Monrovia
159   2667990       12       12                         Kuala Lumpur
160   1930305       12       12                            La Habana
161   1088042       12        4                                Praha
162   1682968       12        8              Al Kuwayt (Kuwait City)
163   3322037       12        4                        Santo Domingo
164   2334371       12       12                                Accra
165   1149981       12       10                            Tarabulus
166   2306851       12       10                        Tel Aviv-Yafo
167    762958       12       11                             Helsinki
168   1038288       12       12                                    K
169   3181637       12       12                              Abidjan
170   1772679       12       12                             Brasglia
171   1490164       12       12                    Bruxelles-Brussel
172  14995538       14       13                                Dhaka
173   1951272       13       12                               Luanda
174   3332619       12       12                           El Djazasr
175   3124090       12       12                               Yangon
176     27400       12       11                San Francisco-Oakland
177   1521278       12       12                        Denver-Aurora
178   3607616       12       12                              Houston
179   1037811       13       10                                Miami
180   2874096       12       10                              Atlanta
181   3635101       13       12                              Chicago
182   2764555       12       12                              Caracas
183   1611692       12       12                                 Kyiv
184   1166878       12       12                               Dubayy
185   2806287       12       12                             Tashkent
186   3673427       13        8                               Madrid
187    508284       12        9                                 <NA>
188         0       12       12                            Stockholm
189   5082758       13       13                           Krung Thep
190   6068380       13       13                                 Lima
191   2470140       12       12                                Dakar
192   3852246       12       12                         Johannesburg
193    962488       12       11                            Amsterdam
194   3718797       12       12                         Dar-el-Beida
195  12018058       13       13                                Seoul
196   2381280       14       12                               Manila
197   3225636       12       12                            Monterrey
198   3013258       12       12                               Berlin
199   2044401       12       12                     Cramqi (Wulumqi)
200  11622929       12       12                              Chengdu
201   9630783       14       12                           Osaka-Kobe
202   4738154       13       13                             Kinshasa
203   8060107       10       10                                 <NA>
204   8102712       13       13                            Bangalore
205    112572       12       11                              Athnnai
206   4959534       13       13                              Baghdad
207   3013653       12       12                          Addis Ababa
208   8209012       13       13                               Tehran
209    482002       12       11                            Vancouver
210   3749229       13       12                              Toronto
211  10271457       14       14                         Buenos Aires
212   3475519       12       12                                Kabul
213   1480886       12       12                                 Wien
214   1805353       12        8                            Melbourne
215   5698241       13       12                               Taipei
216         0       12       10                             Auckland
217    142265       14       12     Los Angeles-Long Beach-Santa Ana
218   2175991       12       11                     Washington, D.C.
219   9292603       14       13                      New York-Newark
220    326670       13       13                               London
221   9651488       14       13                             Istanbul
222   5148778       12       12                            Ar-Riyadh
223   2401318       12       12                            Cape Town
224  10585385       14       14                               Moskva
225  10018444       14       14                     Ciudad de Mdxico
226   6567892       13        3                                Lagos
227   2050212       12        7                                 Rome
228   9033231       14       13                              Beijing
229   3400962       12       12                              Nairobi
230   9129613       13       13                              Jakarta
231   5754084       13       13                               Bogota
232  13720557       14       13                           Al-Qahirah
233  16803572       14       14                             Shanghai
234  12945252       14       13                                Tokyo
235  12426085       14       14                               Mumbai
236   7142744       13        6                                Paris
237   3066651       13        7                             Santiago
238   7783716       14       12                              Kolkata
239   1821489       14       12                       Rio de Janeiro
240  11522944       14       14                                    S
241   2669348       12       12                               Sydney
242   3314179       13       12                            Singapore
243   4549026       13       12                            Hong Kong
                LS_NAME MAX_POP10 MAX_POP20 MAX_POP50 MAX_POP300 MAX_POP310
1          Vatican City    636762    636762         0          0          0
2            San Marino     29088     29579         0          0          0
3                 Vaduz     45442     45442         0          0          0
4               Lobamba      9782      9782      9782          0          0
5            Luxembourg    107260    107260    107260          0          0
6               Palikir       412       412       412        412          0
7                Majuro      2084      2084      2084       2084          0
8              Funafuti         0         0         0          0          0
9              Melekeok         0         0         0       7026          0
10                 <NA>         0         0         0          0          0
11               Monaco    108543    108543    108543          0          0
12               Tarawa     22534     22534     22534      22534          0
13               Moroni    128698    128698    128698     128698          0
14              Andorra     53998     53998     53998          0          0
15        Port-of-Spain    294934    294934    294934     294934          0
16               Kigali   1046787   2263899   5065653    7102391          0
17              Mbabane     90138     90138     90138      90138          0
18                 Juba    111975    111975    111975          0          0
19            The Hague    708489    708489   2312867          0          0
20            Ljubljana    314807    314807    314807     314807          0
21           Bratislava    373687    373687    373687     373687          0
22                 Doha    731310    731310    731310     731310          0
23            Podgorica    145850    145850    145850     145850          0
24                Kotte   2189383   3439184   4689795          0          0
25          Baguio City    447824    447824    447824     447824          0
26               Dodoma    218269    218269    218269          0          0
27                 Bern    275329    275329    275329     275329          0
28             Laayoune    176365    176365    176365          0          0
29             Pristina    265361    265361    265361     265361          0
30               Roseau     23336     23336     23336      23336          0
31             Djibouti    335001    335001    335001     335001          0
32            Putrajaya    955607    964830   1651113          0          0
33                Kyoto   1946052   2520813   2520813          0          0
34               Banjul     43094     43094     43094      43094          0
35               Skopje    494087    494087    494087     494087          0
36           Bridgetown    191152    191152    191152     191152          0
37           Porto-Novo    517453    457770    457770          0          0
38            Bujumbura   1123733   2140496   3536914    3539151          0
39            Kingstown     49485     49485     49485      49485          0
40             Castries     64343     64343     64343      64343          0
41           Basseterre     21887     21887     21887      21887          0
42           Port Louis    291837    595491    595491     595491          0
43       Saint Georgee۪s     27343     27343     27343      27343          0
44               Manama    563920    563920    563920     563920          0
45         Saint John's     35499     35499     35499      35499          0
46           Montevideo   1381747   1381747   1381747    1381747          0
47                 Lome    954448    953569    954013     953569          0
48                Tunis   1831176   1831176   1838972    1838972          0
49            Abu Dhabi    560230    560230    560230     560230          0
50             Ashgabat    577982    589324    589324     589324          0
51               Lusaka   1289566   1289566   1289566    1289566          0
52               Harare   1833439   1833439   1833439    1839463          0
53                 Dili     55154     55154     55154      55154          0
54            Port-Vila      7702      7702      7702       7702          0
55          Tegucigalpa   1014546   1014546   1014546    1014546          0
56          Georgetown1    264350    264350    264350     264350          0
57            Reykjavik    166212    166212    166212     166212          0
58       Port-au-Prince   2445384   2445384   2445384    2445384          0
59              Kampala   2155592   2153391   2322955    2322955          0
60           Paramaribo    254169    254169    254169     254169          0
61               Niamey    742791    742791    742791     742791          0
62             Dushanbe   1086244   1086244   1086244    1086244          0
63             Asuncion    745924   1829910   2141255    2141255          0
64              Managua   1105973   1105973   1105973    1105973          0
65             Freetown   1074311   1074311   1074311    1074311          0
66            Islamabad    742356    742356   7482035    7482969          0
67            Kathmandu   1154222   2297630   2297630    2297630          0
68         Bloemfontein    456669    456669    456669          0          0
69             Pretoria   1444949   1444949   1444949    1444949          0
70         Port Moresby    251136    251136    251136     251136          0
71              Honiara     76328     76328     76328      76328          0
72         Panama City1    958016    958016    989053     989053          0
73                Rabat   2037124   2037124   2037124    2037124          0
74             Chisinau    688134    688134    688134     688134          0
75               Maputo   1369629   1823845   1822603    1823845          0
76            Mogadishu    875388    875388    875388     875388          0
77               Muscat    586861    586861    586861     586861          0
78              Colombo   2664418   2742979   2742979    9759831          0
79          Ulaanbaatar    769612    769612    769612     769612          0
80             Windhoek    262796    262796    262796     262796          0
81                Abuja    655258    655258    655258          0          0
82               Bissau    403339    403339    403339     403339          0
83                Amman   2725138   3684787   3684787    3684787          0
84              Vilnius    507029    507029    507029     507029          0
85                 Riga    705033    705033    705033     705033          0
86              Bishkek    804212    804212    804212     804212          0
87               Maseru    361324    361324    361324     361324          0
88         Antananarivo   1727538   1727538   1727538    1727538          0
89                Quito   1472051   1892286   1892286    1892286          0
90            San Jose1   1450902   1826034   1826034    1826034          0
91         San Salvador   2150614   2150614   2150614    2150614          0
92            Kingston1    664973    664973    664973     664973          0
93             Ndjamena    681387    681387    681387     681387          0
94               Malabo       314       314       314        314          0
95               Asmara    620802    620802    620802     620802          0
96               Zagreb    722526    722526    722526     722526          0
97              Tallinn    340027    340027    340027     340027          0
98             Lilongwe    965164    912521    989470     989470          0
99            Guatemala   2420941   2417882   2419489    2419489          0
100          Libreville    483355    483355    483355     483355          0
101                Suva    143230    143230    143230     143230          0
102         Valparaiso2    144390    637860    637860          0          0
103          Nouakchott    742144    742144    742144     742144          0
104              Bamako   1316564   1316564   1316564    1316564          0
105              Beirut   1712125   1712468   1740692    1740692          0
106             Tbilisi   1005257   1005257   1007529    1007529          0
107              Astana    325021    325021    325021     325021          0
108           Vientiane    471927    471927    570348     570348          0
109         Brazzaville   1163890   1163890   1163890    1163890          0
110             Conakry   1504217   1504217   1504217    1504217          0
111        Yamoussoukro    206499    206499    206499          0          0
112              Ottawa    885780    885780    885780     885780          0
113            Belgrade   1291613   1291613   1291613    1291613          0
114 Bandar Seri Begawan    219674    219674    219674     219674          0
115               Sucre    221736    221736    221736     221736          0
116            Belmopan     15220     15220     15220      15220          0
117              Bangui    792886    792886    831925     831925          0
118             Yaounde   1060587   1060587   1060587    1060587          0
119              Tirana    530241    530241    530241     530241          0
120             Yerevan   1200842   1200842   1200842    1200842          0
121                Baku   1581087   1581475   1581475    1581475          0
122          Phnom Penh   1551977   1551977   1551977    1551977          0
123             La Paz3   1590482   1590482   1590482    1590482          0
124             Cotonou   1042928   1076471   1076471    1113489          0
125               Sofia    874827    874827    874827     874827          0
126               Minsk   1577138   1577138   1577138    1577138          0
127             Thimphu    274538    274538    275382     275382          0
128            Gaborone    159243    159243    159243     159243          0
129            Canberra    234032    244896    244896     244896          0
130         Ouagadougou    835457    835457    835457     835457          0
131            Sarajevo    628902    628902    628902     628902          0
132           Naypyidaw    194824    194824    194824     194824          0
133           Nukualofa     42620     42620     42620      42620          0
134            Hargeysa    247018    247018    247018          0          0
135           Victoria4     33576     33576     33576      33576          0
136            Sao Tome     88219     88219     88219      88219          0
137                Apia     61916     61916     61916      61916          0
138            Valletta    336921    336921    336921     336921          0
139                Male    112927    112927    112927     112927          0
140           Jerusalem   1073782   1073782   1073782    1073782          0
141               Praia     88859     88859     88859      88859          0
142              Nassau    160966    160966    160966     160966          0
143             Nicosia    224300    224300    224300     224300          0
144          Wellington    144164    144164    144164     144164          0
145               Hanoi   5620806   7346227  16406759   23700631          0
146              Ankara   3307379   3306823   3306823    3306823          0
147            Budapest   1788020   1788020   1788020    1788020          0
148               Sanaa   1835853   1835853   1835853    1835853          0
149           Bucharest   1742194   1742194   1742194    1742194          0
150            Damascus   3398649   3865606   3865606    3865606          0
151              Lisbon   1832316   1831921   1831921    1831921          0
152            Khartoum   2395309   2395309   2395309    4542697          0
153                Oslo    731563    731563    762374     762374          0
154              Warsaw   2129163   2129163   2129163    2129163          0
155           Pyongyang   2498797   2498797   2498797    2498797          0
156       Dar es Salaam   2757507   2757507   2757507    2757507          0
157             Dublin2    968976    968976    968976     968976     968976
158            Monrovia    785662    781295    781295     781295          0
159        Kuala Lumpur   2750755   2750755   3468789    4983714    4983714
160              Havana   1990917   2051170   2051170    2051170          0
161              Prague   1115771   1115771   1115771    1115771          0
162              Kuwait   1732952   2142805   2142805    2142805          0
163       Santo Domingo   3334413   3334413   3334413    3334413          0
164               Accra   2359119   2941045   2941045    2941045          0
165            Tripoli1   1173386   1173386   1173386    1173386          0
166       Tel Aviv-Yafo   2324568   2324568   2324568          0          0
167            Helsinki    852233    852233    852233     852233          0
168          Copenhagen   1124323   1230007   1256924    1256924    1256924
169             Abidjan   3190395   3190395   3190395    3190395          0
170            Brasilia   1838722   1836390   1838722    1838722          0
171            Brussels   1759840   1874437   3576473    3576473    3576473
172               Dhaka  14548962  21394172  53845691   78549234          0
173              Luanda   1951272   1951272   1951272    1951272          0
174             Algiers   3368320   3698473   4203253    4203253          0
175             Rangoon   3301820   3301820   3301820    3301820          0
176      San Francisco1    988636   1130999   1371285    4561697    4561697
177              Denver   1548599   2100407   2174327    2174327          0
178             Houston   3647574   4287078   4352341    4352341          0
179               Miami   1122682   1443206   5187749    5187749    5187749
180             Atlanta   2928128   3896411   3910939    3910939    3910939
181             Chicago   3747798   5069998   8416660    8416660    8450289
182             Caracas   2818500   3351058   3351241    3351241          0
183                Kiev   1662508   1662508   1662508    1662508          0
184              Dubayy   1193251   2244726   2244726    2244726    2244726
185            Tashkent   2865234   2865890   2865890    2865890          0
186              Madrid   3767139   3767139   3767139    3767139    3767139
187              Geneva    530422    530422    530422          0          0
188           Stockholm   1337078   1337078   1337078    1337078    1337078
189             Bangkok   5323600   8823534   9210939    9206246    9206246
190               Lima2   6758234   7092933   7115614    7115806          0
191               Dakar   2635239   2634882   2660614    2660614          0
192        Johannesburg   3887168   5413549   5413549    5413549    5451385
193           Amsterdam   1072902   1072902   1108173    1108173    1108173
194          Casablanca   3796279   3796279   3796279    3796279          0
195               Seoul  12322855  13143622  21387676   21991959   21991959
196              Manila   3077575   3077575   3077575   23366503   26749011
197           Monterrey   3296184   3296184   3296184    3296184          0
198              Berlin   3094014   3093307   3503466    3503466    3503466
199              Urumqi   2066046   2066046   2066046    2066046          0
200             Chengdu   9954810  11359674  24374217          0          0
201               Osaka  10169723  10259448  13292739   15645640   15645640
202            Kinshasa   5565703   5567255   5567255    5567255          0
203           New Delhi   8761047  13414375  32426336   32424761  224908923
204           Bangalore   8181096   8181096   8553953    8553953          0
205             Athens2   2352834   3010089   3010089    3010089          0
206             Baghdad   5298025   5298025   5298025    5298025          0
207         Addis Ababa   2984087   3176486   3491912    3450173          0
208              Tehran   8258981   8258981   8258981    8258981          0
209          Vancouver2   1590116   1588839   1590116    1590116          0
210             Toronto   3934421   4377344   5190755    5190755    5190755
211        Buenos Aires  10929146  10991915  12611862   12611862   12611862
212               Kabul   3720671   3720671   4803365    4793793          0
213              Vienna   1561335   1610331   1610331    1610331    1610331
214          Melbourne2   1904377   2545035   2564188    2564188          0
215              Taipei   5920742   8275696   8647783    9212245    9212245
216            Auckland    274020    354233    350364     638000          0
217        Los Angeles1   4976870   6558538  14868745   14870543   14903021
218    Washington, D.C.   2182723   2240256   3764385    5678280    5678280
219            New York   9376946  11947707  18788144   18788144   18924578
220             London2   7721282   8370578  10011551   10011551   10011551
221            Istanbul   9945610   9945243  10140950   10140950   10140950
222              Riyadh   5322753   5322753   5322753    5322753          0
223           Cape Town   2432858   2443605   2443605    2443605          0
224              Moscow  11029015  11030955  11547877   11547877   11547877
225         Mexico City  10811002  17250245  18948089   18948089   18948089
226               Lagos   7147910   7105663   7411389    7453740          0
227                Rome   2143900   2143900   2666328    2666328    2666328
228             Beijing  10190861  11120470  16510327   23647944  137121250
229             Nairobi   3401842   3401842   3418532    3418532          0
230             Jakarta   9664972  15074060  22017580   22031364   44354170
231              Bogota   6333661   6333154   6333154    6333154    6333154
232               Cairo  14936123  15091561  29872827   30682197   30696820
233            Shanghai  16172884  16172884  26630672   26631586   40576904
234               Tokyo  13762740  24218878  31303497   31303497   31303497
235              Mumbai  12814908  20149761  20149761   20149761   20149761
236               Paris   7454172   7970513   9960588    9960588    9960588
237           Santiago3   3540014   5157058   5157058    5157058          0
238            Calcutta   8143162  18577087  48715672   87652060          0
239      Rio de Janeiro   2010175   8118691   8889292    8889292    8889292
240           Sao Paolo  12495084  17425624  18203351   18203351   18203351
241             Sydney1   2731457   2731457   3164008    3164008    3164008
242           Singapore   3289529   4207001   4207001    4207001    4207001
243           Hong Kong   4551579  15779579  16718429   16718429   42594594
    MAX_NATSCA MIN_AREAKM MAX_AREAKM MIN_AREAMI MAX_AREAMI MIN_PERKM MAX_PERKM
1           20        177        177         68         68       160       160
2           20         30         30         11         11        63        63
3           20         45         45         17         17        90        90
4           50         18         18          7          7        32        32
5           50         60         60         23         23        71        71
6          100          1          1          0          0         4         4
7          100          3          3          1          1         7         7
8            0          0          0          0          0         0         0
9          100          6          6          2          2        15        15
10           0          0          0          0          0         0         0
11          50         36         36         14         14        57        57
12         100         12         12          5          5        28        28
13         100         60         60         23         23        98        98
14          50         23         23          9          9        49        49
15         100        112        112         43         43       109       109
16         100        601       8753        232       3380       735      9184
17         100         28         28         11         11        37        37
18          50         21         21          8          8        30        30
19          50        195        710         75        274       217       764
20         100        145        145         56         56       208       208
21         100        113        113         43         43       121       121
22         100        270        270        104        104       205       205
23         100         41         41         16         16        44        44
24          50       1265       2843        488       1098      1148      2388
25         100         89         89         34         34        78        78
26          50         55         55         21         21        61        61
27         100         78         78         30         30        85        85
28          50         21         21          8          8        26        26
29         100         41         41         16         16        69        69
30         100         12         12          5          5        25        25
31         100         42         42         16         16        44        44
32          50        486        805        188        311       467       737
33          50        340        486        131        188       130       218
34         100          7          7          3          3        13        13
35         100        114        114         44         44        98        98
36         100        106        106         41         41       131       131
37          50        278        319        107        123       251       312
38         100       1093       5563        422       2148      1180      5081
39         100         17         17          7          7        31        31
40         100         16         16          6          6        22        22
41         100          7          7          3          3        16        16
42         100         70        152         27         59        85       154
43         100         10         10          4          4        18        18
44         100        178        178         69         69       184       184
45         100         25         25         10         10        38        38
46         100        347        347        134        134       266       266
47         100        343        364        133        140       353       360
48         100        480        502        185        194       485       524
49         100         96         96         37         37        87        87
50         100        108        128         42         49       109       144
51         100        183        183         71         71       122       122
52         100        310        326        120        126       186       210
53         100         27         27         10         10        31        31
54         100          7          7          3          3        16        16
55         100         97         97         37         37        66        66
56         100         37         37         14         14        44        44
57         100         75         75         29         29       119       119
58         100        374        374        144        144       287       287
59         100        405        465        156        180       391       470
60         100        104        105         40         40        83        85
61         100        122        122         47         47       102       102
62         100        415        415        160        160       411       411
63         100        105        651         41        251        63       331
64         100        131        131         51         51        97        97
65         100         77         77         30         30        81        81
66         100        772       5463        298       2109       545      4154
67         100        233        580         90        224       228       511
68          50        105        105         40         40        78        78
69         100        502        502        194        194       256       256
70         100         89         89         35         35        92        92
71         100         18         18          7          7        33        33
72         100        141        157         54         61        98       107
73         100        428        428        165        165       475       475
74         100        109        109         42         42        85        85
75         100        187        313         72        121       160       234
76         100         99         99         38         38        68        68
77         100        104        104         40         40       121       121
78         100       1054       6238        407       2408       847      5343
79         100        143        143         55         55       144       144
80         100         89         89         35         35        60        60
81          50        174        174         67         67       162       162
82         100         70         70         27         27        66        66
83         100        403        545        156        210       258       361
84         100        126        126         49         49       162       162
85         100        171        171         66         66       173       173
86         100        245        245         94         94       190       190
87         100        141        141         54         54       177       177
88         100        700        700        270        270       699       699
89         100        334        496        129        191       233       359
90         100        264        431        102        166       136       270
91         100        379        379        146        146       347       347
92         100        120        120         46         46        69        69
93         100         79         79         30         30        66        66
94         100          1          1          0          0         4         4
95         100         90         90         35         35        93        93
96         100        244        244         94         94       223       223
97         100        130        130         50         50       164       164
98         100       1100       1373        425        530      1360      1658
99         100        410        419        158        162       274       288
100        100        108        108         42         42        98        98
101        100         53         53         20         20        56        56
102         50         34        184         13         71        33       151
103        100         98         98         38         38        92        92
104        100        172        172         66         66       106       106
105        100        429        471        166        182       403       457
106        100        131        135         51         52       128       133
107        100        104        104         40         40       101       101
108        100        166        243         64         94       170       283
109        100        148        148         57         57       105       105
110        100        184        184         71         71       123       123
111         50         59         59         23         23        52        52
112        100        504        504        195        195       442       442
113        100        209        209         81         81       184       184
114        100        145        145         56         56       155       155
115        100         34         34         13         13        32        32
116        100          9          9          3          3        16        16
117        100         90        103         35         40        91       107
118        100        197        197         76         76       116       116
119        100         74         74         28         28        80        80
120        100        191        191         74         74       166       166
121        100        246        249         95         96       174       179
122        100        464        464        179        179       703       703
123        100        181        181         70         70       121       121
124        100        192        337         74        130       177       341
125        100        217        217         84         84       174       174
126        100        211        211         82         82       196       196
127        100         37         38         14         15        65        68
128        100         72         72         28         28        59        59
129        100        226        251         87         97       175       202
130        100        236        236         91         91       133       133
131        100        104        104         40         40       112       112
132        100         89         89         34         34       149       149
133        100         15         15          6          6        27        27
134         50         40         40         15         15        37        37
135        100         15         15          6          6        26        26
136        100         32         32         12         12        44        44
137        100         39         39         15         15        51        51
138        100        106        106         41         41        87        87
139        100          3          3          1          1         7         7
140        100        246        246         95         95       239       239
141        100         37         37         14         14        40        40
142        100         84         84         32         32        66        66
143        100        128        128         49         49       109       109
144        100         77         77         30         30        79        79
145        100       2512      14049        970       5424      1175     10267
146        100        531        534        205        206       355       365
147        100        556        556        215        215       460       460
148        100        160        160         62         62       132       132
149        100        345        345        133        133       357       357
150        100        532        705        205        272       608       768
151        100        506        508        196        196       355       360
152        100        348        630        134        243       237       424
153        100        329        362        127        140       340       390
154        100        802        802        310        310       759       759
155        100        446        447        172        173       510       511
156        100        211        211         81         81       153       153
157        300        351        351        135        135       250       250
158        100        141        152         54         59       164       184
159        300        666       1700        257        657       350      1111
160        100        323        362        125        140       240       286
161        100        317        317        122        122       249       249
162        100        264        366        102        141       162       249
163        100        451        451        174        174       309       309
164        100        443        636        171        245       244       345
165        100        195        195         75         75       142       142
166         50        436        436        168        168       386       386
167        100        513        513        198        198       550       550
168        300        438        577        169        223       348       542
169        100        474        474        183        183       304       304
170        100        436        439        168        169       311       318
171        300        900       2344        347        905       997      2982
172        100       3528      49912       1362      19271      1439     19314
173        100        237        237         91         91       149       149
174        100        886       1275        342        492       798      1192
175        100        345        345        133        133       199       199
176        300        218       1748         84        675       126       755
177        100        909       1345        351        519       371       606
178        100       2388       3041        922       1174      1257      1773
179        300        380       2907        147       1122       156       999
180        300       2761       4086       1066       1578      1494      2459
181        300       1345       4804        519       1855       471      2946
182        100        224        370         86        143       137       278
183        100        217        217         84         84       120       120
184        300        187        407         72        157       158       278
185        100        639        643        247        248       377       383
186        300        690        690        266        266       558       558
187         50        179        179         69         69       215       215
188        300        694        694        268        268       629       629
189        300        815       2350        315        908       280      1354
190        100        724        790        279        305       315       384
191        100        257        302         99        117       222       288
192        300       1124       1614        434        623       497       828
193        300        275        300        106        116       293       343
194        100        436        436        168        168       261       261
195        300        971       2718        375       1049       546      1901
196        300         67       8820         26       3405        46      5298
197        100        594        594        229        229       208       208
198        300        811       1021        313        394       482       709
199        100        361        361        139        139       318       318
200         50       5912      24244       2283       9361      2296     11900
201        300       1561       2861        603       1105       546      1202
202        100        346        357        134        138       201       219
203        300        864     186559        334      72030       244    130296
204        100       2443       2836        943       1095      1908      2412
205        100        340        509        131        196       199       296
206        100        587        587        227        227       365       365
207        100        462       1182        178        457       397      1325
208        100        496        496        191        191       245       245
209        100        706        708        273        273       398       405
210        300       1432       2286        553        883       464      1161
211        300       1675       2447        647        945       570      1064
212        100        594       1471        229        568       409      1100
213        300        488        533        189        206       444       497
214        100       1010       1554        390        600       360       843
215        300        536       1708        207        660       288      1087
216        100        169        399         65        154       105       266
217        300       1338       5803        517       2241       534      2202
218        300       1114       3447        430       1331       548      1898
219        300       1137       8185        439       3160       497      4993
220        300       1914       3198        739       1235       994      2440
221        300       1249       1327        482        512       852       926
222        100        854        854        330        330       459       459
223        100        534        542        206        209       295       300
224        300       1434       1639        554        633       875      1135
225        300        895       2080        345        803       256       889
226        100       1035       1332        400        514       638       882
227        300        505        683        195        264       382       500
228        300       2512     118844        970      45886      1837     93615
229        100        698        719        269        277       554       571
230        300       1303      19435        503       7504       318     10224
231        300        523        523        202        202       186       186
232        300       1479       4900        571       1892      1365      5010
233        300       3792      16400       1464       6332      2219     12342
234        300       2130       5750        823       2220       838      2284
235        300        442       1479        171        571       244      1021
236        300       1121       2415        433        932       542      1891
237        100        570        903        220        349       310       558
238        100       2490      53331        962      20591         0     35493
239        300        316       1472        122        568       203       691
240        300       1434       2667        554       1030       532      1086
241        300       1078       1409        416        544       468       717
242        300        305        456        118        176       173       288
243        300        202      10661         78       4116       219      7493
    MIN_PERMI MAX_PERMI  MIN_BBXMIN  MAX_BBXMIN  MIN_BBXMAX  MAX_BBXMAX
1          99        99   12.333333   12.333333   12.481009   12.481009
2          39        39   12.391667   12.391667   12.541667   12.541667
3          56        56    9.433333    9.433333    9.558333    9.558333
4          20        20   31.183333   31.183333   31.233333   31.233333
5          44        44    6.041667    6.041667    6.183333    6.183333
6           2         2  158.158333  158.158333  158.166667  158.166667
7           5         5  171.366667  171.366667  171.375000  171.375000
8           0         0    0.000000    0.000000    0.000000    0.000000
9           9         9  134.466667  134.466667  134.500000  134.500000
10          0         0    0.000000    0.000000    0.000000    0.000000
11         35        35    7.350000    7.350000    7.533333    7.533333
12         17        17  172.966667  172.966667  173.058333  173.058333
13         61        61   43.225000   43.225000   43.291667   43.291667
14         31        31    1.483333    1.483333    1.591667    1.591667
15         67        67  -61.533333  -61.533333  -61.250000  -61.250000
16        457      5707   29.166667   29.833333   30.233333   30.475000
17         23        23   31.100000   31.100000   31.158333   31.158333
18         18        18   31.575000   31.575000   31.625000   31.625000
19        135       475    4.150000    4.150000    4.450000    4.749141
20        129       129   14.433333   14.433333   14.633333   14.633333
21         75        75   17.016667   17.016667   17.233333   17.233333
22        127       127   51.358333   51.358333   51.583333   51.583333
23         27        27   19.208333   19.208333   19.316667   19.316667
24        713      1484   79.866667   79.883827   80.366283   80.733333
25         48        48  120.541667  120.541667  120.650000  120.650000
26         38        38   35.691667   35.691667   35.808333   35.808333
27         53        53    7.375000    7.375000    7.533333    7.533333
28         16        16  -13.225000  -13.225000  -13.158333  -13.158333
29         43        43   21.066667   21.066667   21.208333   21.208333
30         16        16  -61.400000  -61.400000  -61.350000  -61.350000
31         27        27   43.066667   43.066667   43.166667   43.166667
32        290       458  101.358333  101.575000  101.891667  101.891667
33         81       135  135.611529  135.611529  135.808333  135.858333
34          8         8  -16.600000  -16.600000  -16.566667  -16.566667
35         61        61   21.300000   21.300000   21.533333   21.533333
36         82        82  -59.641667  -59.641667  -59.500000  -59.500000
37        156       194    2.558333    2.558333    2.883333    2.883333
38        733      3157   29.254336   29.258333   29.640630   30.272423
39         19        19  -61.241667  -61.241667  -61.158333  -61.158333
40         14        14  -61.008333  -61.008333  -60.966667  -60.966667
41         10        10  -62.741667  -62.741667  -62.708333  -62.708333
42         53        96   57.425000   57.425000   57.541667   57.575000
43         11        11  -61.758333  -61.758333  -61.725000  -61.725000
44        115       115   50.441667   50.441667   50.633333   50.633333
45         24        24  -61.858333  -61.858333  -61.783333  -61.783333
46        165       165  -56.291667  -56.291667  -55.800000  -55.800000
47        219       224    0.950000    0.950000    1.483333    1.483333
48        302       326    9.950000    9.950000   10.497585   10.575000
49         54        54   54.316667   54.316667   54.525000   54.525000
50         68        90   58.200000   58.286370   58.483333   58.483333
51         76        76   28.225000   28.225000   28.416667   28.416667
52        115       130   30.908333   30.908333   31.175000   31.191667
53         19        19  125.516667  125.516667  125.608333  125.608333
54         10        10  168.300000  168.300000  168.325000  168.325000
55         41        41  -87.266667  -87.266667  -87.141667  -87.141667
56         27        27  -58.200000  -58.200000  -58.116667  -58.116667
57         74        74  -22.008333  -22.008333  -21.750000  -21.750000
58        179       179  -72.441667  -72.441667  -72.033333  -72.033333
59        243       292   32.450000   32.500000   32.800000   32.800000
60         51        53  -55.283333  -55.283333  -55.107566  -55.100000
61         64        64    2.033333    2.033333    2.216667    2.216667
62        255       255   68.641667   68.641667   69.150000   69.150000
63         39       206  -57.675000  -57.675000  -57.543999  -57.316667
64         60        60  -86.383333  -86.383333  -86.158333  -86.158333
65         50        50  -13.300000  -13.300000  -13.150000  -13.150000
66        339      2581   72.286464   73.033333   73.516667   73.816667
67        142       318   85.108333   85.108333   85.450066   85.675000
68         48        48   26.166667   26.166667   26.300000   26.300000
69        159       159   28.041667   28.041667   28.400000   28.400000
70         57        57  147.141667  147.141667  147.241667  147.241667
71         21        21  159.916667  159.916667  160.016667  160.016667
72         61        66  -79.591667  -79.576315  -79.400000  -79.400000
73        295       295   -7.116667   -7.116667   -6.725000   -6.725000
74         53        53   28.741667   28.741667   28.925000   28.925000
75        100       145   32.425000   32.506986   32.650000   32.650000
76         43        43   45.250000   45.250000   45.416667   45.416667
77         75        75   58.333333   58.333333   58.600000   58.600000
78        526      3320   79.800000   79.800000   80.097553   80.833333
79         89        89  106.725000  106.725000  107.041667  107.041667
80         37        37   17.008333   17.008333   17.116667   17.116667
81        101       101    7.375000    7.375000    7.591667    7.591667
82         41        41  -15.658333  -15.658333  -15.558333  -15.558333
83        160       224   35.775000   35.775000   36.041667   36.158333
84        101       101   25.166667   25.166667   25.391667   25.391667
85        108       108   23.975000   23.975000   24.266667   24.266667
86        118       118   74.425000   74.425000   74.800000   74.800000
87        110       110   27.458333   27.458333   27.616667   27.616667
88        434       434   47.233333   47.233333   47.625000   47.625000
89        145       223  -78.591667  -78.591667  -78.291667  -78.291667
90         84       168  -84.366667  -84.166667  -83.983333  -83.975000
91        215       215  -89.316667  -89.316667  -88.966667  -88.966667
92         43        43  -76.866667  -76.866667  -76.733333  -76.733333
93         41        41   15.025000   15.025000   15.133333   15.133333
94          2         2    8.658333    8.658333    8.666667    8.666667
95         58        58   38.858333   38.858333   38.975000   38.975000
96        138       138   15.825000   15.825000   16.191667   16.191667
97        102       102   24.591667   24.591667   24.916667   24.916667
98        845      1030   33.508333   33.508333   34.187755   34.608333
99        170       179  -90.658333  -90.658333  -90.425000  -90.425000
100        61        61    9.400000    9.400000    9.525000    9.525000
101        35        35  178.425000  178.425000  178.533333  178.533333
102        21        94  -71.658333  -71.658333  -71.574410  -71.325000
103        57        57  -16.016667  -16.016667  -15.891667  -15.891667
104        66        66   -8.058333   -8.058333   -7.908333   -7.908333
105       251       284   35.441667   35.441667   35.718541   35.758333
106        80        83   44.708333   44.708333   44.933333   44.933333
107        63        63   71.325000   71.325000   71.533333   71.533333
108       106       176  102.491667  102.491667  102.725000  102.816667
109        65        65   15.150000   15.150000   15.308333   15.308333
110        76        76  -13.725000  -13.725000  -13.475000  -13.475000
111        32        32   -5.308333   -5.308333   -5.216667   -5.216667
112       274       274  -75.983333  -75.983333  -75.450000  -75.450000
113       114       114   20.316667   20.316667   20.575000   20.575000
114        96        96  114.825000  114.825000  114.991667  114.991667
115        20        20  -65.300000  -65.300000  -65.225000  -65.225000
116        10        10  -88.783333  -88.783333  -88.750000  -88.750000
117        57        67   18.491667   18.491667   18.614651   18.625000
118        72        72   11.433333   11.433333   11.600000   11.600000
119        50        50   19.733333   19.733333   19.875000   19.875000
120       103       103   44.391667   44.391667   44.600000   44.600000
121       108       111   49.700000   49.716667   50.016667   50.016667
122       437       437  104.441667  104.441667  105.000000  105.000000
123        75        75  -68.258333  -68.258333  -68.050000  -68.050000
124       110       212    2.200000    2.296132    2.632958    2.858333
125       108       108   23.208333   23.208333   23.450000   23.450000
126       122       122   27.408333   27.408333   27.716667   27.716667
127        40        42   89.591667   89.591667   89.675000   89.683333
128        37        37   25.858333   25.858333   25.991667   25.991667
129       109       126  149.000000  149.000000  149.200000  149.200000
130        83        83   -1.616667   -1.616667   -1.433333   -1.433333
131        70        70   18.216667   18.216667   18.466667   18.466667
132        93        93   96.141667   96.141667   96.275000   96.275000
133        17        17 -175.233333 -175.233333 -175.166667 -175.166667
134        23        23   44.025000   44.025000   44.100000   44.100000
135        16        16   55.416667   55.416667   55.475000   55.475000
136        28        28    6.691667    6.691667    6.750000    6.750000
137        32        32 -171.825000 -171.825000 -171.716667 -171.716667
138        54        54   14.408333   14.408333   14.550000   14.550000
139         5         5   73.500000   73.500000   73.516667   73.516667
140       149       149   35.100000   35.100000   35.316667   35.316667
141        25        25  -23.541667  -23.541667  -23.483333  -23.483333
142        41        41  -77.400000  -77.400000  -77.258333  -77.258333
143        68        68   33.275000   33.275000   33.425000   33.425000
144        49        49  174.725000  174.725000  174.841667  174.841667
145       730      6380  104.975000  105.616287  106.229400  106.808333
146       221       227   32.425000   32.425000   33.008333   33.008333
147       286       286   18.850000   18.850000   19.416667   19.416667
148        82        82   44.150000   44.150000   44.258333   44.258333
149       222       222   25.866667   25.866667   26.250000   26.250000
150       378       477   36.050000   36.050000   36.474923   36.550000
151       221       224   -9.466667   -9.466667   -8.958333   -8.958333
152       147       263   32.341667   32.458333   32.691667   32.691667
153       211       243   10.333333   10.440355   11.091667   11.091667
154       471       471   20.666667   20.666667   21.358333   21.358333
155       317       318  125.608333  125.608333  125.891667  125.891667
156        95        95   39.150000   39.150000   39.325000   39.325000
157       155       155   -6.533333   -6.533333   -6.041667   -6.041667
158       102       115  -10.816667  -10.816667  -10.658333  -10.658333
159       217       690  101.358333  101.491667  101.841667  101.891667
160       149       177  -82.533333  -82.533333  -82.208333  -82.208333
161       155       155   14.266667   14.266667   14.616667   14.616667
162       101       155   47.800000   47.821052   48.100000   48.150000
163       192       192  -70.208333  -70.208333  -69.766667  -69.766667
164       152       214   -0.350000   -0.350000   -0.098725    0.033333
165        88        88   12.983333   12.983333   13.408333   13.408333
166       240       240   34.716667   34.716667   34.958333   34.958333
167       342       342   24.558333   24.558333   25.191667   25.191667
168       216       337   12.116667   12.316667   12.658333   12.658333
169       189       189   -4.191667   -4.191667   -3.866667   -3.866667
170       193       197  -48.158333  -48.158333  -47.783333  -47.783333
171       620      1853    3.575000    3.983529    4.666667    5.000000
172       894     12001   88.133791   89.900000   90.816777   92.908333
173        93        93   13.166667   13.166667   13.400000   13.400000
174       496       741    2.641667    2.808333    3.548211    3.741667
175       123       123   96.025000   96.025000   96.266667   96.266667
176        78       469 -122.516667 -122.516667 -122.358333 -121.733333
177       231       376 -105.241667 -105.241667 -104.866667 -104.708333
178       781      1101  -95.841667  -95.841667  -95.133333  -95.000000
179        97       620  -80.466667  -80.441667  -80.175719  -80.025000
180       929      1528  -84.875000  -84.608333  -83.879976  -83.858333
181       293      1830  -88.408333  -88.036290  -87.528138  -87.125000
182        85       172  -67.133333  -66.993057  -66.725000  -66.725000
183        75        75   30.325000   30.325000   30.575000   30.575000
184        98       173   55.175000   55.175000   55.437142   55.533333
185       234       238   69.050000   69.050000   69.436467   69.450000
186       347       347   -4.025000   -4.025000   -3.433333   -3.433333
187       134       134    5.966667    5.966667    6.325000    6.325000
188       391       391   17.775000   17.775000   18.408333   18.408333
189       174       841   99.991667  100.216667  100.844293  101.016667
190       196       239  -77.166667  -77.153161  -76.850000  -76.833333
191       138       179  -17.533333  -17.533333  -17.200000  -17.125000
192       309       514   27.733333   27.733333   28.193693   28.491667
193       182       213    4.725000    4.757753    5.058333    5.058333
194       162       162   -7.700000   -7.700000   -7.325000   -7.325000
195       340      1181  126.550000  126.767185  127.266667  127.325000
196        29      3292  120.141667  120.925000  121.038985  121.333333
197       130       130 -100.500000 -100.500000 -100.125000 -100.125000
198       300       441   12.958333   13.193843   13.925000   13.925000
199       198       198   87.358333   87.358333   87.725000   87.725000
200      1427      7394  103.125000  103.383333  104.433333  105.375000
201       339       747  134.508333  135.304598  135.883333  135.883333
202       125       136   15.183333   15.183333   15.533333   15.533333
203       152     80962   71.033333   76.943289   77.431830   82.566667
204      1186      1499   77.275000   77.275000   77.996673   78.150000
205       124       184   23.483333   23.591667   23.916667   23.916667
206       227       227   44.241667   44.241667   44.575000   44.575000
207       247       823   38.575000   38.575000   38.966667   39.483333
208       152       152   51.216667   51.216667   51.600000   51.600000
209       248       251 -123.283333 -123.283333 -122.708333 -122.708333
210       289       721  -80.008333  -79.806554  -79.130272  -78.608333
211       354       661  -59.016667  -58.757731  -58.175000  -57.816667
212       254       683   68.866667   68.866667   69.308333   69.783333
213       276       309   16.133333   16.133333   16.583333   16.583333
214       224       524  144.608333  144.728637  145.327433  145.400000
215       179       675  120.741667  121.325000  121.622484  121.816667
216        65       166  174.583333  174.657483  174.883333  174.983333
217       332      1369 -118.991667 -118.966667 -117.857183 -117.008333
218       341      1179  -77.533333  -77.308333  -76.752653  -76.400000
219       309      3102  -74.750000  -74.091431  -73.574946  -72.716667
220       618      1516   -1.091667   -0.546866    0.307108    0.816667
221       529       575   28.200000   28.257268   29.450000   29.558333
222       285       285   46.516667   46.516667   46.933333   46.933333
223       183       187   18.375000   18.375000   18.724745   18.741667
224       544       705   37.233333   37.233333   38.075401   38.300000
225       159       552  -99.366667  -99.366667  -99.018165  -98.808333
226       397       548    2.925412    2.996332    3.475000    3.475000
227       238       311   12.333333   12.450494   12.766667   12.766667
228      1141     58169  111.441667  116.058333  117.208333  117.325000
229       344       355   36.608333   36.608333   37.066667   37.066667
230       197      6353  105.891667  106.473854  106.932506  109.808333
231       116       116  -74.266667  -74.266667  -74.008333  -74.008333
232       848      3113   30.641667   30.991693   31.672096   31.733333
233      1379      7669  119.016667  121.013757  121.900000  121.900000
234       521      1419  139.166667  139.536465  140.433333  140.433333
235       152       634   72.758333   72.775000   72.983154   73.266667
236       337      1175    1.658333    2.152754    2.658336    2.925000
237       193       347  -70.958333  -70.800000  -70.458333  -70.458333
238         0     22054   85.483333   87.714444   88.850000   89.455426
239       126       429  -43.750000  -43.499182  -43.158333  -43.150000
240       330       675  -47.058333  -47.056372  -46.383333  -46.108333
241       291       445  150.533333  150.831963  151.308333  151.341667
242       108       179  103.633333  103.658333  104.000000  104.000000
243       136      4656  112.533333  113.983333  114.300000  114.775000
    MIN_BBYMIN MAX_BBYMIN MIN_BBYMAX MAX_BBYMAX   MEAN_BBXC  MEAN_BBYC
1    41.766667  41.766667  42.050000  42.050000   12.419907  41.903477
2    43.900000  43.900000  44.000000  44.000000   12.462153  43.953472
3    47.091667  47.091667  47.233333  47.233333    9.503734  47.167478
4   -26.458333 -26.458333 -26.391667 -26.391667   31.201993 -26.430254
5    49.558333  49.558333  49.708333  49.708333    6.125273  49.620833
6     6.908333   6.908333   6.916667   6.916667  158.162500   6.912500
7     7.091667   7.091667   7.116667   7.116667  171.370833   7.104167
8     0.000000   0.000000   0.000000   0.000000    0.000000   0.000000
9     7.325000   7.325000   7.350000   7.350000  134.481548   7.339881
10    0.000000   0.000000   0.000000   0.000000    0.000000   0.000000
11   43.716667  43.716667  43.800000  43.800000    7.442529  43.754167
12    1.325000   1.325000   1.358333   1.358333  173.015476   1.338690
13  -11.758333 -11.758333 -11.475000 -11.475000   43.264352 -11.639931
14   42.483333  42.483333  42.550000  42.550000    1.535473  42.518131
15   10.583333  10.583333  10.666667  10.666667  -61.383365  10.638816
16   -2.991667  -2.075000  -1.766630  -1.075000   29.913775  -2.034427
17  -26.350000 -26.350000 -26.283333 -26.283333   31.129842 -26.315428
18    4.816667   4.816667   4.883333   4.883333   31.601500   4.845167
19   51.766667  51.958333  52.158333  52.158333    4.355912  52.021475
20   46.000000  46.000000  46.241667  46.241667   14.541032  46.091958
21   48.091667  48.091667  48.225000  48.225000   17.131335  48.159311
22   25.158333  25.158333  25.408333  25.408333   51.468439  25.281154
23   42.408333  42.408333  42.475000  42.475000   19.263397  42.442115
24    5.916667   6.708333   7.345790   7.345790   80.097600   6.842005
25   16.358333  16.358333  16.483333  16.483333  120.598765  16.421065
26   -6.208333  -6.208333  -6.116667  -6.116667   35.747500  -6.162244
27   46.900000  46.900000  47.041667  47.041667    7.453227  46.958239
28   27.125000  27.125000  27.175000  27.175000  -13.194643  27.146131
29   42.625000  42.625000  42.733333  42.733333   21.146346  42.666218
30   15.266667  15.266667  15.325000  15.325000  -61.377500  15.298056
31   11.533333  11.533333  11.625000  11.625000   43.129167  11.571500
32    2.700000   2.708333   3.041194   3.041194  101.716617   2.915909
33   34.645061  34.783333  35.100000  35.100000  135.743212  34.913171
34   13.441667  13.441667  13.466667  13.466667  -16.581250  13.455208
35   41.950000  41.950000  42.066667  42.066667   21.430243  42.007257
36   13.050000  13.050000  13.266667  13.266667  -59.589731  13.128773
37    6.450000   6.450000   6.650000   6.733333    2.708025   6.520662
38   -3.841667  -3.675000  -2.950000  -2.544862   29.649864  -3.227847
39   13.125000  13.125000  13.175000  13.175000  -61.202183  13.145833
40   13.975000  13.975000  14.025000  14.025000  -60.988377  14.005921
41   17.291667  17.291667  17.333333  17.333333  -62.726389  17.306019
42  -20.333333 -20.248073 -20.108333 -20.108333   57.491611 -20.221833
43   12.025000  12.025000  12.066667  12.066667  -61.745833  12.046528
44   26.050000  26.050000  26.250000  26.250000   50.542529  26.164763
45   17.091667  17.091667  17.141667  17.141667  -61.824059  17.120565
46  -34.933333 -34.933333 -34.650000 -34.650000  -56.122730 -34.828337
47    6.025000   6.025000   6.283333   6.283333    1.190359   6.153924
48   36.633333  36.633333  36.966667  36.966667   10.202041  36.802974
49   24.391667  24.391667  24.525000  24.525000   54.410671  24.444343
50   37.866667  37.866667  38.016667  38.016667   58.371343  37.946190
51  -15.483333 -15.483333 -15.333333 -15.333333   28.308596 -15.403941
52  -17.925000 -17.925000 -17.725000 -17.725000   31.045288 -17.832399
53   -8.583333  -8.583333  -8.541667  -8.541667  125.565104  -8.559115
54  -17.758333 -17.758333 -17.708333 -17.708333  168.312500 -17.728125
55   14.033333  14.033333  14.133333  14.133333  -87.199110  14.083298
56    6.750000   6.750000   6.833333   6.833333  -58.153788   6.797348
57   64.050000  64.050000  64.166667  64.166667  -21.882500  64.116125
58   18.491667  18.491667  18.666667  18.666667  -72.222424  18.569460
59    0.033333   0.166719   0.475000   0.475000   32.614686   0.323809
60    5.766667   5.766667   5.866667   5.866667  -55.188737   5.826428
61   13.466667  13.466667  13.600000  13.600000    2.125595  13.522591
62   38.416667  38.416667  38.675000  38.675000   68.864837  38.542754
63  -25.491667 -25.391667 -25.208333 -25.100000  -57.535385 -25.307462
64   12.075000  12.075000  12.175000  12.175000  -86.263402  12.133360
65    8.408333   8.408333   8.500000   8.500000  -13.230082   8.462592
66   32.700000  33.258333  33.766667  34.533333   73.182617  33.557939
67   27.541667  27.669456  27.850000  27.850000   85.356097  27.697735
68  -29.200000 -29.200000 -29.058333 -29.058333   26.225714 -29.128155
69  -25.891667 -25.891667 -25.641667 -25.641667   28.214676 -25.755716
70   -9.508333  -9.508333  -9.358333  -9.358333  147.185377  -9.433491
71   -9.441667  -9.441667  -9.408333  -9.408333  159.966865  -9.429960
72    8.933333   8.943752   9.100000   9.100000  -79.494919   9.035936
73   33.741667  33.741667  34.125000  34.125000   -6.874910  33.912847
74   46.950000  46.950000  47.075000  47.075000   28.840203  47.017185
75  -25.991667 -25.983333 -25.750000 -25.750000   32.543778 -25.880831
76    2.000000   2.000000   2.116667   2.116667   45.331178   2.054239
77   23.558333  23.558333  23.641667  23.641667   58.474684  23.599306
78    5.916667   6.854447   7.633333   7.800000   79.996849   7.222799
79   47.883333  47.883333  48.016667  48.016667  106.883013  47.932237
80  -22.625000 -22.625000 -22.491667 -22.491667   17.064196 -22.551143
81    8.983333   8.983333   9.166667   9.166667    7.484385   9.063188
82   11.808333  11.808333  11.933333  11.933333  -15.612698  11.871032
83   31.783333  31.783333  32.083333  32.166667   35.928711  31.948606
84   54.575000  54.575000  54.775000  54.775000   25.259623  54.692063
85   56.875000  56.875000  57.083333  57.083333   24.127656  56.953571
86   42.766667  42.766667  43.000000  43.000000   74.603823  42.872917
87  -29.525000 -29.525000 -29.241667 -29.241667   27.536702 -29.350222
88  -19.166667 -19.166667 -18.625000 -18.625000   47.476707 -18.875473
89   -0.391667  -0.302570   0.025000   0.025000  -78.460062  -0.198438
90    9.841667   9.841667  10.041667  10.050000  -84.111698   9.959268
91   13.591667  13.591667  13.900000  13.900000  -89.176042  13.738798
92   17.958333  17.958333  18.083333  18.083333  -76.798044  18.018509
93   12.066667  12.066667  12.183333  12.183333   15.079167  12.120479
94    3.350000   3.350000   3.358333   3.358333    8.662500   3.354167
95   15.225000  15.225000  15.408333  15.408333   38.926873  15.327408
96   45.683333  45.683333  45.908333  45.908333   16.005419  45.803305
97   59.333333  59.333333  59.525000  59.525000   24.746591  59.427090
98  -14.433333 -14.408333 -13.691667 -13.641667   33.888699 -14.028166
99   14.433333  14.441667  14.783333  14.783333  -90.544190  14.603015
100   0.283333   0.283333   0.483333   0.483333    9.473280   0.395238
101 -18.166667 -18.166667 -18.025000 -18.025000  178.472885 -18.106731
102 -33.075000 -33.075000 -33.016667 -32.916667  -71.541251 -33.034648
103  18.033333  18.033333  18.150000  18.150000  -15.960139  18.092569
104  12.541667  12.541667  12.716667  12.716667   -7.987419  12.626173
105  33.700000  33.700000  34.166667  34.166667   35.600789  33.892807
106  41.616667  41.627355  41.825000  41.825000   44.822812  41.722167
107  51.100000  51.100000  51.225000  51.225000   71.432750  51.164443
108  17.800000  17.875000  18.083333  18.083333  102.648054  17.967124
109  -4.333333  -4.333333  -4.150000  -4.150000   15.244540  -4.251293
110   9.500000   9.500000   9.775000   9.775000  -13.588647   9.633104
111   6.783333   6.783333   6.891667   6.891667   -5.263708   6.831582
112  45.225000  45.225000  45.550000  45.550000  -75.717666  45.405246
113  44.691667  44.691667  44.900000  44.900000   20.449561  44.794615
114   4.816667   4.816667   5.008333   5.008333  114.908824   4.910245
115 -19.066667 -19.066667 -18.991667 -18.991667  -65.260317 -19.030556
116  17.233333  17.233333  17.266667  17.266667  -88.767803  17.248864
117   4.316667   4.316667   4.483333   4.483333   18.546436   4.388157
118   3.775000   3.775000   3.983333   3.983333   11.518344   3.865639
119  41.275000  41.275000  41.400000  41.400000   19.805556  41.339474
120  39.925000  39.925000  40.241667  40.241667   44.506293  40.127356
121  40.316667  40.316667  40.500000  40.500000   49.881373  40.416320
122  11.291667  11.291667  11.691667  11.691667  104.785770  11.488418
123 -16.575000 -16.575000 -16.433333 -16.433333  -68.157765 -16.506439
124   6.341667   6.341667   6.583333   6.641667    2.392241   6.416506
125  42.575000  42.575000  42.800000  42.800000   23.328319  42.682340
126  53.800000  53.800000  53.983333  53.983333   27.562159  53.893169
127  27.408333  27.408333  27.558333  27.558333   89.637539  27.477943
128 -24.700000 -24.700000 -24.600000 -24.600000   25.925091 -24.656793
129 -35.483333 -35.455764 -35.183333 -35.183333  149.094107 -35.309627
130  12.275000  12.275000  12.483333  12.483333   -1.521746  12.365975
131  43.783333  43.783333  43.900000  43.900000   18.351272  43.846183
132  19.633333  19.633333  19.783333  19.783333   96.205833  19.720606
133 -21.166667 -21.166667 -21.125000 -21.125000 -175.206798 -21.142325
134   9.516667   9.516667   9.591667   9.591667   44.064450   9.557004
135  -4.650000  -4.650000  -4.600000  -4.600000   55.450000  -4.626389
136   0.300000   0.300000   0.391667   0.391667    6.719032   0.338176
137 -13.866667 -13.866667 -13.800000 -13.800000 -171.781117 -13.837855
138  35.816667  35.816667  35.941667  35.941667   14.483034  35.881672
139   4.166667   4.166667   4.183333   4.183333   73.508333   4.175000
140  31.683333  31.683333  31.991667  31.991667   35.210651  31.809862
141  14.900000  14.900000  14.983333  14.983333  -23.514907  14.938056
142  25.000000  25.000000  25.091667  25.091667  -77.335571  25.044830
143  35.041667  35.041667  35.225000  35.225000   33.352244  35.150000
144 -41.350000 -41.350000 -41.200000 -41.200000  174.787920 -41.285539
145  19.283333  20.620237  21.319209  21.783333  105.892881  20.873406
146  39.841667  39.841667  40.116667  40.116667   32.753878  39.957843
147  47.350000  47.350000  47.658333  47.658333   19.106763  47.478602
148  15.266667  15.266667  15.508333  15.508333   44.206615  15.376031
149  44.316667  44.316667  44.641667  44.641667   26.082182  44.444110
150  33.283333  33.283333  33.611711  33.625000   36.275119  33.474283
151  38.675000  38.675000  39.008333  39.008333   -9.232769  38.783256
152  15.325000  15.325000  15.699422  15.825000   32.550462  15.559101
153  59.708333  59.708333  60.066667  60.066667   10.756508  59.906118
154  52.033333  52.033333  52.433333  52.433333   21.031458  52.230916
155  38.825000  38.825000  39.191667  39.191667  125.742428  38.996997
156  -6.933333  -6.933333  -6.725000  -6.725000   39.239180  -6.833434
157  53.175000  53.175000  53.433333  53.433333   -6.278983  53.329717
158   6.225000   6.225000   6.400000   6.400000  -10.734923   6.317829
159   2.700000   3.040173   3.475000   3.475000  101.644598   3.131431
160  22.916667  22.975161  23.183333  23.183333  -82.354344  23.076845
161  49.950000  49.950000  50.183333  50.183333   14.445557  50.073451
162  29.066667  29.225000  29.391667  29.391667   47.993999  29.277119
163  18.316667  18.316667  18.591667  18.591667  -69.980546  18.467176
164   5.516667   5.516667   5.775000   5.775000   -0.188893   5.637403
165  32.808333  32.808333  32.908333  32.908333   13.193220  32.862070
166  31.850000  31.850000  32.208333  32.208333   34.836735  32.030266
167  60.116667  60.116667  60.433333  60.433333   24.910042  60.254779
168  55.400000  55.583333  55.927962  56.008333   12.437175  55.716213
169   5.241667   5.241667   5.550000   5.550000   -4.019846   5.373900
170 -15.941667 -15.941667 -15.700000 -15.700000  -47.971400 -15.824583
171  50.600000  50.650000  51.016667  51.408333    4.329159  50.919556
172  22.858333  23.482936  24.247407  25.583333   90.400679  24.105092
173  -8.933333  -8.933333  -8.766667  -8.766667   13.282530  -8.851964
174  36.450000  36.508333  36.816667  36.816667    3.101671  36.673641
175  16.716667  16.716667  17.025000  17.025000   96.144646  16.858640
176  37.191667  37.575000  37.816667  38.041667 -122.301354  37.622288
177  39.500000  39.500000  39.958333  40.025000 -104.993967  39.729850
178  29.475000  29.491667  30.258915  30.266667  -95.431928  29.810477
179  25.550000  25.725000  26.014060  26.991667  -80.236416  26.067179
180  33.383333  33.383333  34.202715  34.275000  -84.328739  33.851552
181  41.391667  41.458333  42.000972  42.491667  -87.858740  41.832719
182  10.325000  10.408333  10.533671  10.541667  -66.917919  10.451672
183  50.366667  50.366667  50.541667  50.541667   30.452630  50.451094
184  25.100000  25.100000  25.308333  25.433333   55.361736  25.258666
185  41.141667  41.141667  41.483333  41.483333   69.256717  41.318916
186  40.225000  40.225000  40.616667  40.616667   -3.749399  40.425498
187  46.133333  46.133333  46.291667  46.291667    6.142400  46.209427
188  59.091667  59.091667  59.558333  59.558333   18.044982  59.328680
189  13.500000  13.516667  13.872295  14.158333  100.545047  13.761017
190 -12.316667 -12.281801 -11.808333 -11.808333  -77.010199 -12.041474
191  14.650000  14.650000  14.825000  14.825000  -17.343779  14.742828
192 -26.400000 -26.400000 -25.991667 -25.941667   28.063712 -26.187259
193  52.183333  52.183333  52.508333  52.533333    4.871429  52.348868
194  33.391667  33.391667  33.733333  33.733333   -7.518511  33.557664
195  36.750000  37.412022  37.791667  37.875000  126.971295  37.485925
196  14.016667  14.571814  14.702876  16.416667  120.915044  14.823118
197  25.575000  25.575000  25.850000  25.850000 -100.290632  25.716130
198  52.275000  52.275000  52.708333  52.708333   13.418329  52.503658
199  43.641667  43.641667  44.016667  44.016667   87.578494  43.854525
200  28.738768  30.065456  31.083333  31.341667  104.039242  30.486458
201  34.325000  34.408333  34.916667  35.100000  135.475415  34.676719
202  -4.500000  -4.478678  -4.291667  -4.291667   15.334415  -4.384467
203  24.000000  28.152007  28.738629  33.466667   77.272945  28.382537
204  12.325000  12.325000  13.333333  13.333333   77.703019  12.841733
205  37.900000  37.908333  38.158333  38.158333   23.741514  38.032045
206  33.141667  33.141667  33.575000  33.575000   44.401776  33.332697
207   8.033333   8.671780   9.125000   9.125000   38.919464   8.825709
208  35.550000  35.550000  35.825000  35.825000   51.416848  35.709171
209  49.100000  49.100000  49.383333  49.383333 -122.982768  49.228888
210  43.141667  43.475000  44.090162  44.125000  -79.464213  43.712937
211 -35.008333 -35.008333 -34.375000 -34.366667  -58.508450 -34.681331
212  34.433333  34.433333  34.768813  35.166667   69.144173  34.688498
213  47.916667  48.008333  48.383333  48.383333   16.351672  48.182470
214 -38.208333 -38.010500 -37.589905 -37.566667  145.053821 -37.835257
215  24.466667  24.900000  25.233333  25.233333  121.292375  24.965116
216 -37.091667 -36.964958 -36.825000 -36.800000  174.755045 -36.896818
217  33.391667  33.862631  34.241667  34.333333 -118.107478  33.980609
218  38.666667  38.754222  39.241667  39.533333  -77.002668  39.007587
219  39.808333  40.566667  41.057237  41.941667  -73.815782  40.813006
220  51.133333  51.208333  51.825000  51.825000   -0.169651  51.489624
221  40.750000  40.750000  41.258333  41.258333   29.008987  41.004964
222  24.516667  24.516667  24.833333  24.833333   46.740447  24.678984
223 -34.108333 -34.108333 -33.808333 -33.808333   18.557208 -33.954979
224  55.341667  55.533007  56.075000  56.075000   37.643636  55.754996
225  19.200000  19.233333  19.640315  19.908333  -99.116655  19.473748
226   6.400000   6.400000   6.800870   6.966667    3.231132   6.585848
227  41.666667  41.666667  42.033333  42.050000   12.561474  41.864442
228  31.883333  39.658333  40.433333  40.466667  115.929521  38.837783
229  -1.433333  -1.433333  -1.083333  -1.083333   36.804283  -1.249679
230  -7.716667  -6.383127  -6.016667  -5.875000  106.989399  -6.313824
231   4.483333   4.483333   4.800000   4.800000  -74.116517   4.643227
232  29.300000  29.800000  30.531354  31.158333   31.273845  30.353647
233  30.191667  30.700000  31.650000  32.308333  121.053901  31.253289
234  35.175000  35.486247  36.050000  36.241667  139.751020  35.743469
235  18.891667  18.891667  19.308333  19.491667   72.959776  19.189154
236  48.491667  48.591667  49.183333  49.183333    2.352277  48.839027
237 -33.700000 -33.556142 -33.175000 -33.175000  -70.661270 -33.461735
238  19.866667  22.056849  22.575491  25.259961   88.040398  22.616509
239 -23.033333 -23.033333 -22.837896 -22.575000  -43.407551 -22.856463
240 -23.891667 -23.842331 -23.358333 -23.241667  -46.651489 -23.558961
241 -34.091667 -34.091667 -33.641667 -33.600000  151.051024 -33.846724
242   1.250000   1.250000   1.425000   1.475000  103.821508   1.352586
243  21.925000  22.200000  22.400000  24.033333  114.035195  22.679605
                          TIMEZONE UN_FID POP1950 POP1955 POP1960 POP1965
1                   Europe/Vatican      0       0       0       0       0
2                Europe/San_Marino      0       0       0       0       0
3                     Europe/Vaduz      0       0       0       0       0
4                   Africa/Mbabane      0       0       0       0       0
5                Europe/Luxembourg      0       0       0       0       0
6                   Pacific/Ponape      0       0       0       0       0
7                   Pacific/Majuro      0       0       0       0       0
8                 Pacific/Funafuti      0       0       0       0       0
9                    Pacific/Palau      0       0       0       0       0
10                            <NA>      0       0       0       0       0
11                   Europe/Monaco      0       0       0       0       0
12                  Pacific/Tarawa      0       0       0       0       0
13                   Indian/Comoro      0       0       0       0       0
14                   Europe/Madrid      0       0       0       0       0
15           America/Port_of_Spain      0       0       0       0       0
16                   Africa/Kigali    439      18      25      34      45
17                  Africa/Mbabane      0       0       0       0       0
18                 Africa/Khartoum      0       0       0       0       0
19                Europe/Amsterdam      0       0       0       0       0
20                Europe/Ljubljana      0       0       0       0       0
21               Europe/Bratislava      0       0       0       0       0
22                      Asia/Qatar      0       0       0       0       0
23                Europe/Podgorica      0       0       0       0       0
24                    Asia/Colombo      0       0       0       0       0
25                     Asia/Manila      0       0       0       0       0
26            Africa/Dar_es_Salaam      0       0       0       0       0
27                   Europe/Zurich      0       0       0       0       0
28                 Africa/El_Aaiun      0       0       0       0       0
29                 Europe/Belgrade      0       0       0       0       0
30                America/Dominica      0       0       0       0       0
31                 Africa/Djibouti      0       0       0       0       0
32               Asia/Kuala_Lumpur      0       0       0       0       0
33                      Asia/Tokyo    313    1002    1091    1165    1229
34                   Africa/Banjul      0       0       0       0       0
35                   Europe/Skopje      0       0       0       0       0
36                 Australia/Perth      0       0       0       0       0
37               Africa/Porto-Novo      0       0       0       0       0
38                Africa/Bujumbura      0       0       0       0       0
39                America/New_York      0       0       0       0       0
40                    Europe/Paris      0       0       0       0       0
41                America/St_Kitts      0       0       0       0       0
42                Indian/Mauritius      0       0       0       0       0
43                 America/Grenada      0       0       0       0       0
44                    Asia/Bahrain      0       0       0       0       0
45                 America/Antigua      0       0       0       0       0
46                 America/Chicago    579    1212    1248    1285    1323
47                     Africa/Lome    497      33      56      95     138
48                    Africa/Tunis      0       0       0       0       0
49                      Asia/Dubai      0       0       0       0       0
50                   Asia/Ashgabat      0       0       0       0       0
51                   Africa/Lusaka    589      31      53      91     160
52                   Africa/Harare    462     143     192     248     319
53                       Asia/Dili      0       0       0       0       0
54                   Pacific/Efate      0       0       0       0       0
55             America/Tegucigalpa    209      73      96     128     169
56                  America/Guyana      0       0       0       0       0
57              Atlantic/Reykjavik      0       0       0       0       0
58          America/Port-au-Prince    208     133     182     247     337
59                  Africa/Kampala    507      95     110     137     222
60              America/Paramaribo      0       0       0       0       0
61                   Africa/Niamey    385      24      37      58      85
62                   Asia/Dushanbe      0       0       0       0       0
63                     Asia/Manila    409     258     314     382     461
64                 America/Managua    382     110     148     199     269
65                 Africa/Freetown    449      92     104     119     148
66                    Asia/Karachi    401      36      41      45      56
67                  Asia/Kathmandu    378     104     110     119     132
68             Africa/Johannesburg      0       0       0       0       0
69             Africa/Johannesburg    460     275     340     419     488
70            Pacific/Port_Moresby      0       0       0       0       0
71             Pacific/Guadalcanal      0       0       0       0       0
72                  America/Panama    408     171     220     283     360
73               Africa/Casablanca    375     145     184     233     339
74                 Europe/Chisinau      0       0       0       0       0
75                   Africa/Maputo    376      92     129     181     259
76                Africa/Mogadishu    454      69      73      94     146
77                     Asia/Muscat      0       0       0       0       0
78               America/Sao_Paulo      0       0       0       0       0
79                Asia/Ulaanbaatar    367      70     112     179     248
80                 Africa/Windhoek      0       0       0       0       0
81                    Africa/Lagos    386      18      21      23      29
82                   Africa/Bissau      0       0       0       0       0
83                      Asia/Amman    322      90     140     218     299
84                  Europe/Vilnius      0       0       0       0       0
85                     Europe/Riga      0       0       0       0       0
86                    Asia/Bishkek    340     150     186     236     322
87                   Africa/Maseru      0       0       0       0       0
88             Indian/Antananarivo    345     177     189     252     298
89               America/Guayaquil    178     206     257     319     399
90                  America/Bogota    171     148     184     230     287
91                     Asia/Manila    179     194     246     311     394
92                 America/Jamaica      0       0       0       0       0
93                 Africa/Ndjamena     16      22      40      71     109
94                   Africa/Malabo      0       0       0       0       0
95                   Africa/Asmara      0       0       0       0       0
96                   Europe/Zagreb      0       0       0       0       0
97                  Europe/Tallinn      0       0       0       0       0
98                 Africa/Blantyre      0       0       0       0       0
99               America/Guatemala    206     287     370     476     592
100              Africa/Libreville      0       0       0       0       0
101                   Pacific/Fiji      0       0       0       0       0
102              America/Sao_Paulo     18     328     377     433     481
103              Africa/Nouakchott      0       0       0       0       0
104                  Africa/Bamako    349      89     111     130     158
105                    Asia/Beirut    341     322     425     561     733
106                   Asia/Tbilisi    191     612     659     718     803
107                 Asia/Qyzylorda      0       0       0       0       0
108                 Asia/Vientiane      0       0       0       0       0
109             Africa/Brazzaville    166      83      92     124     172
110                 Africa/Conakry    207      31      59     112     208
111                 Africa/Abidjan      0       0       0       0       0
112               America/Montreal     13     282     342     415     482
113                Europe/Belgrade    448     411     501     576     649
114                    Asia/Brunei      0       0       0       0       0
115                 America/La_Paz      0       0       0       0       0
116                 America/Belize      0       0       0       0       0
117                  Africa/Bangui      0       0       0       0       0
118                  Africa/Douala      9      32      49      75     112
119                  Europe/Tirane      0       0       0       0       0
120                   Asia/Yerevan    377     341     431     538     648
121                      Asia/Baku    200     897     940    1005    1132
122                Asia/Phnom_Penh      5     364     376     389     436
123                 America/La_Paz    440     319     374     438     512
124              Africa/Porto-Novo    174      20      27      73     111
125                   Europe/Sofia      0     522     616     708     806
126                   Europe/Minsk      4     284     414     551     719
127                   Asia/Thimphu      0       0       0       0       0
128                Africa/Gaborone      0       0       0       0       0
129               Australia/Sydney      0       0       0       0       0
130             Africa/Ouagadougou    578      33      46      59      82
131                Europe/Sarajevo      0       0       0       0       0
132                   Asia/Rangoon      2       0       0       0       0
133              Pacific/Tongatapu      0       0       0       0       0
134               Africa/Mogadishu      0       0       0       0       0
135                    Indian/Mahe      0       0       0       0       0
136              America/Fortaleza      0       0       0       0       0
137                 America/Bogota      0       0       0       0       0
138                   Europe/Malta      0       0       0       0       0
139                    Europe/Rome      0       0       0       0       0
140                 Asia/Jerusalem      0       0       0       0       0
141            Atlantic/Cape_Verde      0       0       0       0       0
142                 America/Nassau      0       0       0       0       0
143                   Asia/Nicosia      0       0       0       0       0
144               Pacific/Auckland      0       0       0       0       0
145               Asia/Ho_Chi_Minh    451     280     425     644     917
146                Europe/Istanbul    500     281     439     635     954
147                Europe/Budapest    211    1618    1714    1811    1878
148                           <NA>    587      46      58      72      89
149               Europe/Bucharest    422     652     856    1002    1154
150                           <NA>    493     367     461     579     727
151                  Europe/Lisbon    419    1304    1405    1514    1657
152                Africa/Khartoum    466     183     252     347     477
153                    Europe/Oslo    397     468     533     578     610
154                  Europe/Warsaw    418     768     942    1119    1212
155                 Asia/Pyongyang    327     516     577     646     769
156           Africa/Dar_es_Salaam    523      67     110     162     233
157                  Europe/Dublin    302     626     647     661     723
158                Africa/Monrovia    342      15      34      75     121
159              Asia/Kuala_Lumpur    348     208     281     344     394
160                 America/Havana    172    1116    1289    1436    1598
161                America/Chicago    173     935     967    1001    1038
162                    Asia/Kuwait    339      63     106     179     303
163                 America/Bogota    176     219     312     446     613
164                   Africa/Accra    196     177     265     393     499
165                           <NA>    344     106     136     174     235
166                 Asia/Jerusalem    304     418     556     738     882
167                Europe/Helsinki    183     366     405     448     478
168              Europe/Copenhagen    175    1216    1227    1284    1373
169                 Africa/Abidjan    310      65     125     192     310
170              America/Sao_Paulo    472      36      70     137     268
171                Europe/Brussels    384    1415    1449    1485    1525
172                     Asia/Dhaka    369     336     409     508     821
173                  Africa/Luanda    182     138     174     219     315
174                 Africa/Algiers      6     516     623     872    1049
175                   Asia/Rangoon      3    1302    1440    1592    1760
176            America/Los_Angeles    570    1855    2021    2200    2361
177                           <NA>    537     505     641     809     923
178                           <NA>    542     709     904    1151    1396
179               America/New_York    550     622     924    1361    1709
180               America/New_York    524     513     631     776     959
181                America/Chicago    531    4999    5565    6183    6639
182                America/Caracas    582     694     955    1316    1657
183                    Europe/Kiev    511     815     974    1163    1389
184                     Asia/Dubai    498      20      28      40      51
185                  Asia/Tashkent    580     755     843     964    1165
186                  Europe/Madrid    464    1700    2018    2392    2898
187                  Europe/Zurich      0       0       0       0       0
188               Europe/Stockholm    467     741     772     805    1003
189                   Asia/Bangkok    496    1360    1712    2151    2584
190                   America/Lima    411    1066    1368    1756    2284
191                   Africa/Dakar    447     211     235     359     473
192            Africa/Johannesburg    458     900    1016    1147    1288
193               Europe/Amsterdam    379     851     871     895     942
194              Africa/Casablanca    372     625     778     967    1206
195                     Asia/Seoul    336    1021    1553    2361    3452
196                    Asia/Manila    414    1544    1872    2274    2829
197              America/Monterrey    359     356     498     698     943
198                  Europe/Berlin    192    3352    3299    3260    3232
199                    Asia/Urumqi    118     253     312     384     472
200                 Asia/Chongqing     31     768     922    1106    1327
201                     Asia/Tokyo    315    4147    5120    6227    7654
202                Africa/Kinshasa    168     202     292     443     717
203                   Asia/Kolkata      0       0       0       0       0
204                   Asia/Kolkata    219     746     939    1166    1377
205                  Europe/Athens    198    1347    1563    1814    2121
206                   Asia/Baghdad    300     579     719    1019    1614
207             Africa/Addis_Ababa    180     392     451     519     597
208                    Asia/Tehran    297    1041    1396    1873    2511
209              America/Vancouver     15     556     588     620     836
210                America/Toronto     14    1068    1365    1744    2093
211 America/Argentina/Buenos_Aires    201    5098    5799    6598    7317
212                     Asia/Kabul    320     129     184     263     369
213                  Europe/Vienna    321    2086    2087    2089    2080
214                           <NA>    274    1332    1574    1851    2068
215                    Asia/Taipei    111     604     760     955    1230
216               Pacific/Auckland    381     319     387     440     532
217            America/Los_Angeles    547    4046    5154    6530    7408
218               America/New_York    577    1298    1539    1823    2135
219               America/New_York    555   12338   13219   14164   15177
220                  Europe/London    519    8361    8278    8196    7869
221                Europe/Istanbul    504     967    1249    1453    2001
222                    Asia/Riyadh    444     111     131     156     227
223            Africa/Johannesburg    455     618     705     803     945
224                           <NA>    426    5356    5749    6170    6622
225            America/Mexico_City    352    2883    3801    5012    6653
226                  Europe/Athens    392     305     468     762    1135
227                    Europe/Rome    308    1884    2143    2456    2780
228                    Asia/Harbin     24    4331    4628    4945    5284
229                 Africa/Nairobi    324     137     201     293     404
230                   Asia/Jakarta    280    1452    1972    2679    3297
231                 America/Bogota    161     630     894    1269    1780
232                   Africa/Cairo    515    2494    3029    3680    4738
233                  Asia/Shanghai     98    6066    6299    6542    6793
234                     Asia/Tokyo    318   11275   13713   16679   20284
235                   Asia/Kolkata    253    2857    3432    4060    4854
236                   Europe/Paris    189    6522    6796    7411    7968
237              America/Sao_Paulo     17    1322    1618    1980    2294
238                   Asia/Kolkata    245    4513    5055    5652    6261
239              America/Sao_Paulo    489    2950    3592    4374    5387
240              America/Sao_Paulo    491    2334    3044    3970    5494
241                           <NA>    276    1690    1906    2135    2390
242                 Asia/Singapore    450    1016    1306    1634    1880
243                 Asia/Hong_Kong    210    1682    2121    2620    3191
    POP1970 POP1975 POP1980 POP1985 POP1990 POP1995 POP2000 POP2005 POP2010
1         0       0       0       0       0       0       0       0       0
2         0       0       0       0       0       0       0       0       0
3         0       0       0       0       0       0       0       0       0
4         0       0       0       0       0       0       0       0       0
5         0       0       0       0       0       0       0       0       0
6         0       0       0       0       0       0       0       0       0
7         0       0       0       0       0       0       0       0       0
8         0       0       0       0       0       0       0       0       0
9         0       0       0       0       0       0       0       0       0
10        0       0       0       0       0       0       0       0       0
11        0       0       0       0       0       0       0       0       0
12        0       0       0       0       0       0       0       0       0
13        0       0       0       0       0       0       0       0       0
14        0       0       0       0       0       0       0       0       0
15        0       0       0       0       0       0       0       0       0
16       59      90     128     168     219     289     497     775     860
17        0       0       0       0       0       0       0       0       0
18        0       0       0       0       0       0       0       0       0
19        0       0       0       0       0       0       0       0       0
20        0       0       0       0       0       0       0       0       0
21        0       0       0       0       0       0       0       0       0
22        0       0       0       0       0       0       0       0       0
23        0       0       0       0       0       0       0       0       0
24        0       0       0       0       0       0       0       0       0
25        0       0       0       0       0       0       0       0       0
26        0       0       0       0       0       0       0       0       0
27        0       0       0       0       0       0       0       0       0
28        0       0       0       0       0       0       0       0       0
29        0       0       0       0       0       0       0       0       0
30        0       0       0       0       0       0       0       0       0
31        0       0       0       0       0       0       0       0       0
32        0       0       0       0       0       0       0       0       0
33     1298    1622    1701    1714    1760    1804    1806    1805    1805
34        0       0       0       0       0       0       0       0       0
35        0       0       0       0       0       0       0       0       0
36        0       0       0       0       0       0       0       0       0
37        0       0       0       0       0       0       0       0       0
38        0       0       0       0       0       0       0       0       0
39        0       0       0       0       0       0       0       0       0
40        0       0       0       0       0       0       0       0       0
41        0       0       0       0       0       0       0       0       0
42        0       0       0       0       0       0       0       0       0
43        0       0       0       0       0       0       0       0       0
44        0       0       0       0       0       0       0       0       0
45        0       0       0       0       0       0       0       0       0
46     1362    1403    1454    1508    1546    1584    1561    1525    1513
47      192     257     344     466     619     796    1023    1315    1452
48        0       0       0       0       0       0       0       0       0
49        0       0       0       0       0       0       0       0       0
50        0       0       0       0       0       0       0       0       0
51      278     385     533     636     757     902    1073    1261    1328
52      417     532     616     778    1047    1255    1379    1515    1572
53        0       0       0       0       0       0       0       0       0
54        0       0       0       0       0       0       0       0       0
55      223     292     371     471     578     677     793     901     946
56        0       0       0       0       0       0       0       0       0
57        0       0       0       0       0       0       0       0       0
58      460     575     701     881    1134    1427    1653    1885    1998
59      340     398     469     595     755     912    1097    1318    1420
60        0       0       0       0       0       0       0       0       0
61      129     198     274     344     432     542     680     846     915
62        0       0       0       0       0       0       0       0       0
63      552     654     770     914    1091    1287    1507    1762    1870
64      366     443     525     621     735     865     887     909     920
65      206     284     361     460     529     603     688     785     827
66       70     107     189     260     343     452     594     732     780
67      147     180     225     297     398     509     644     815     895
68        0       0       0       0       0       0       0       0       0
69      565     624     688     763     911     951    1084    1273    1338
70        0       0       0       0       0       0       0       0       0
71        0       0       0       0       0       0       0       0       0
72      455     528     613     721     847     953    1072    1216    1281
73      494     641     808     986    1174    1379    1507    1647    1705
74        0       0       0       0       0       0       0       0       0
75      371     456     550     653     776     921    1096    1334    1446
76      272     445     551     747    1035    1147    1201    1415    1100
77        0       0       0       0       0       0       0       0       0
78        0       0       0       0       0       0       0       0       0
79      298     356     423     492     572     661     763     856     885
80        0       0       0       0       0       0       0       0       0
81       48      77     125     204     330     526     832    1315    1576
82        0       0       0       0       0       0       0       0       0
83      388     500     636     736     851     973    1007    1042    1060
84        0       0       0       0       0       0       0       0       0
85        0       0       0       0       0       0       0       0       0
86      433     485     538     583     635     703     770     817     837
87        0       0       0       0       0       0       0       0       0
88      363     454     580     742     948    1169    1361    1590    1697
89      501     628     780     936    1088    1217    1357    1593    1701
90      359     440     526     627     737     867    1032    1217    1284
91      500     596     701     825     970    1107    1233    1374    1433
92        0       0       0       0       0       0       0       0       0
93      155     231     324     393     477     579     711     902     989
94        0       0       0       0       0       0       0       0       0
95        0       0       0       0       0       0       0       0       0
96        0       0       0       0       0       0       0       0       0
97        0       0       0       0       0       0       0       0       0
98        0       0       0       0       0       0       0       0       0
99      660     715     749     776     803     839     908     984    1024
100       0       0       0       0       0       0       0       0       0
101       0       0       0       0       0       0       0       0       0
102     532     581     635     685     733     771     803     838     854
103       0       0       0       0       0       0       0       0       0
104     222     363     489     608     746     910    1110    1368    1494
105     923    1500    1623    1585    1293    1268    1487    1777    1846
106     897     992    1090    1177    1224    1160    1100    1093    1100
107       0       0       0       0       0       0       0       0       0
108       0       0       0       0       0       0       0       0       0
109     238     329     446     596     704     830     986    1216    1355
110     388     530     658     766     895    1045    1219    1409    1494
111       0       0       0       0       0       0       0       0       0
112     581     676     729     803     918     988    1079    1119    1145
113     729     873    1057    1121    1162    1149    1127    1106    1099
114       0       0       0       0       0       0       0       0       0
115       0       0       0       0       0       0       0       0       0
116       0       0       0       0       0       0       0       0       0
117       0       0       0       0       0       0       0       0       0
118     183     292     415     578     754     948    1192    1489    1611
119       0       0       0       0       0       0       0       0       0
120     778     911    1042    1123    1175    1142    1111    1103    1102
121    1274    1429    1574    1660    1733    1766    1806    1867    1892
122     900     100     238     427     615     836    1160    1363    1466
123     600     703     809     927    1062    1267    1390    1527    1590
124     163     240     337     412     504     577     642     720     762
125     888     977    1074    1181    1191    1168    1128    1166    1185
126     932    1120    1318    1474    1607    1649    1700    1775    1805
127       0       0       0       0       0       0       0       0       0
128       0       0       0       0       0       0       0       0       0
129       0       0       0       0       0       0       0       0       0
130     111     149     257     424     537     667     828    1044    1149
131       0       0       0       0       0       0       0       0       0
132       0       0       0       0       0       0       0      57     930
133       0       0       0       0       0       0       0       0       0
134       0       0       0       0       0       0       0       0       0
135       0       0       0       0       0       0       0       0       0
136       0       0       0       0       0       0       0       0       0
137       0       0       0       0       0       0       0       0       0
138       0       0       0       0       0       0       0       0       0
139       0       0       0       0       0       0       0       0       0
140       0       0       0       0       0       0       0       0       0
141       0       0       0       0       0       0       0       0       0
142       0       0       0       0       0       0       0       0       0
143       0       0       0       0       0       0       0       0       0
144       0       0       0       0       0       0       0       0       0
145    1307    1884    2606    2854    3126    3424    3752    4170    4378
146    1341    1709    1891    2213    2561    2842    3179    3572    3716
147    1946    2005    2057    2036    2005    1893    1787    1693    1679
148     111     141     238     402     653    1034    1365    1801    2008
149    1396    1702    1865    1950    2040    2018    1949    1936    1942
150     914    1122    1376    1546    1691    1849    2044    2330    2466
151    1817    2103    2449    2518    2537    2600    2672    2762    2812
152     657     886    1164    1611    2360    3242    3949    4518    4754
153     643     644     643     662     684     729     774     816     835
154    1300    1444    1565    1596    1628    1652    1666    1693    1707
155     987    1348    1842    2195    2526    2838    3117    3265    3300
156     357     572     836    1046    1316    1668    2116    2679    2930
157     771     833     903     920     916     946     989    1037    1059
158     164     226     325     514    1042     464     836    1140    1041
159     451     645     921    1016    1120    1213    1306    1405    1448
160    1779    1848    1913    2005    2108    2183    2187    2189    2174
161    1076    1126    1179    1197    1212    1194    1172    1164    1162
162     553     688     891    1122    1392    1190    1499    1888    2063
163     833    1016    1240    1396    1522    1670    1854    2062    2154
164     631     738     863    1013    1197    1415    1674    1984    2121
165     398     611     797    1056    1500    1678    1877    2098    2189
166    1029    1206    1416    1681    2026    2442    2752    3012    3112
167     507     582     674     724     872     943    1019    1094    1115
168    1380    1172    1096    1056    1035    1048    1077    1085    1085
169     548     966    1384    1716    2102    2535    3032    3564    3802
170     525     827    1293    1559    1863    2257    2746    3341    3599
171    1568    1610    1654    1654    1680    1715    1733    1742    1743
172    1374    2221    3266    4660    6621    8332   10285   12576   13485
173     459     665     962    1295    1568    1953    2591    3533    4000
174    1254    1499    1621    1672    1908    2295    2754    3199    3354
175    1946    2151    2378    2629    2907    3213    3553    3928    4088
176    2529    2590    2656    2805    2961    3095    3236    3387    3450
177    1054    1198    1356    1437    1528    1747    1998    2241    2313
178    1693    2030    2424    2658    2922    3353    3849    4324    4459
179    2141    2590    3122    3521    3969    4431    4946    5438    5585
180    1182    1386    1625    1879    2184    2781    3542    4307    4506
181    7106    7160    7216    7285    7374    7839    8333    8820    8990
182    2060    2342    2575    2693    2767    2816    2864    2930    2985
183    1655    1926    2201    2410    2574    2590    2606    2672    2709
184      80     167     254     345     473     650     938    1272    1379
185    1403    1612    1818    1958    2100    2116    2135    2158    2184
186    3521    3890    4253    4355    4414    4701    5045    5414    5567
187       0       0       0       0       0       0       0       0       0
188    1035    1015     992    1012    1038    1138    1206    1248    1264
189    3110    3842    4723    5279    5888    6106    6332    6582    6704
190    2980    3696    4438    5116    5837    6537    7116    7747    8012
191     610     782     957    1162    1405    1688    2029    2434    2604
192    1444    1547    1656    1773    1898    2265    2732    3258    3435
193     927     978     941     907     936     988    1005    1023    1031
194    1505    1793    2109    2406    2682    2951    3043    3138    3181
195    5312    6808    8258    9547   10544   10256    9917    9825    9796
196    3534    4999    5955    6888    7973    9401    9958   10761   11100
197    1267    1589    1992    2273    2594    2961    3266    3579    3712
198    3206    3130    3056    3060    3422    3471    3384    3391    3406
199     581     715     881    1029    1161    1417    1730    2025    2151
200    1592    1911    2293    2639    2955    3403    3919    4065    4123
201    9408    9844    9990   10350   11035   11052   11165   11258   11294
202    1070    1482    2053    2793    3448    4447    5485    7108    7843
203       0       0       0       0       0       0       0       0       0
204    1615    2111    2812    3395    4036    4744    5567    6465    6787
205    2485    2738    2987    3047    3070    3122    3179    3230    3242
206    2070    2620    3145    3607    4092    4598    5200    5327    5054
207     729     926    1175    1476    1791    2157    2493    2902    3100
208    3290    4273    5079    5839    6365    6687    7128    7653    7873
209    1045    1150    1247    1359    1559    1789    1959    2093    2146
210    2535    2770    3008    3355    3807    4197    4607    5035    5213
211    8105    8745    9422    9959   10513   11154   11847   12553   12795
212     472     674     978    1160    1306    1616    1963    2994    3277
213    2070    2059    2049    2069    2096    2127    2158    2264    2315
214    2334    2561    2765    2935    3117    3257    3433    3641    3728
215    1741    2023    2217    2446    2711    2676    2640    2606    2603
216     635     729     774     812     870     976    1063    1189    1245
217    8378    8926    9512   10181   10883   11339   11814   12307   12500
218    2488    2626    2777    3063    3376    3651    3949    4241    4338
219   16191   15880   15601   15827   16086   16943   17846   18732   19040
220    7509    7546    7660    7667    7654    7908    8225    8505    8567
221    2772    3600    4397    5407    6552    7665    8744    9709   10061
222     408     710    1055    1566    2325    3035    3567    4193    4465
223    1114    1339    1609    1925    2155    2394    2715    3087    3215
224    7106    7623    8136    8580    8987    9201   10016   10416   10452
225    8769   10690   13010   14109   15312   16811   18022   18735   19028
226    1414    1890    2572    3500    4764    5966    7233    8767    9466
227    3135    3300    3390    3429    3450    3425    3385    3348    3339
228    5646    6034    6448    6890    7362    8486    9782   10717   11106
229     531     677     862    1090    1380    1755    2233    2787    3010
230    3915    4813    5984    7009    8175    8322    8390    8843    9125
231    2383    3040    3525    4087    4740    5494    6356    7353    7772
232    5585    6450    7349    8328    9061    9707   10534   11487   11893
233    7055    7326    7608    7901    8205   10423   13243   14503   14987
234   23298   26615   28549   30304   32530   33587   34450   35327   35676
235    5811    7082    8658   10341   12308   14111   16086   18202   18978
236    8350    8558    8669    8956    9330    9510    9692    9852    9904
237    2647    3138    3721    4201    4616    4964    5275    5599    5720
238    6926    7888    9030    9946   10890   11924   13058   14282   14787
239    6637    7557    8583    9086    9595   10174   10803   11469   11748
240    7620    9614   12089   13395   14776   15948   17099   18333   18845
241    2667    2960    3227    3432    3632    3839    4078    4260    4327
242    2075    2263    2415    2709    3016    3478    4017    4327    4436
243    3458    3943    4609    5070    5677    6206    6662    7057    7206
    POP2015 POP2020 POP2025 POP2050 MIN_ZOOM WIKIDATAID     WOF_ID CAPALT
1         0       0       0       0      7.0       Q237  101914185      0
2         0       0       0       0      6.1      Q1848  101837381      0
3         0       0       0       0      6.7      Q1844  101828603      0
4         0       0       0       0      6.0    Q101418  421199783      1
5         0       0       0       0      6.0      Q1842  101751765      0
6         0       0       0       0      6.0     Q42751 1141909141      0
7         0       0       0       0      6.0     Q12919  890451463      0
8         0       0       0       0      6.0     Q34126 1141909143      0
9         0       0       0       0      6.0    Q154002  890443883      0
10        0       0       0       0      6.0    Q614754 1141909145      1
11        0       0       0       0      5.1       Q235  101831917      0
12        0       0       0       0      6.0    Q131233 1141909147      0
13        0       0       0       0      6.0      Q3901  421195687      0
14        0       0       0       0      6.0      Q1863  101775449      0
15        0       0       0       0      5.1     Q39178 1141909165      0
16      947    1152    1413    1715      5.1      Q3859  421171291      0
17        0       0       0       0      5.6      Q3904  421203091      0
18        0       0       0       0      5.1      Q1947  421179961      0
19        0       0       0       0      5.6     Q36600  101752763      1
20        0       0       0       0      5.6       Q437  101752073      0
21        0       0       0       0      5.1      Q1780  101913495      0
22        0       0       0       0      5.6      Q3861  890441607      0
23        0       0       0       0      5.6     Q23564 1141909195      0
24        0       0       0       0      5.6     Q41963  421182301      1
25        0       0       0       0      5.6      Q1822  421192581      1
26        0       0       0       0      5.6      Q3866  421192689      1
27        0       0       0       0      5.6        Q70  101748453      0
28        0       0       0       0      5.6     Q47837  890453183      1
29        0       0       0       0      5.6     Q25270  890492875      0
30        0       0       0       0      5.1     Q36281  890442101      0
31        0       0       0       0      5.6      Q3604  421204195      0
32        0       0       0       0      5.6    Q182378  102023943      1
33     1804    1804    1804    1804      5.1     Q34600  102031567      1
34        0       0       0       0      5.6      Q3726  421167921      0
35        0       0       0       0      5.6       Q384  890491957      0
36        0       0       0       0      5.6     Q36168  101936933      0
37        0       0       0       0      5.6      Q3799  421168997      1
38        0       0       0       0      5.6      Q3854  421204487      0
39        0       0       0       0      5.1     Q41474   85949683      0
40        0       0       0       0      5.6     Q41699  101773871      0
41        0       0       0       0      5.6     Q41295  890440079      0
42        0       0       0       0      5.6      Q3929   85674971      0
43        0       0       0       0      5.1     Q41547  890451719      0
44        0       0       0       0      5.6      Q3882  890440103      0
45        0       0       0       0      5.1     Q36262  890442103      0
46     1504    1506    1515    1520      4.0      Q1335  890437681      0
47     1669    2038    2410    2791      5.0      Q3792  421199773      0
48        0       0       0       0      5.0      Q3572  421195703      0
49        0       0       0       0      5.0      Q1519  421179641      0
50        0       0       0       0      5.0     Q23438  421167889      0
51     1421    1587    1797    2047      4.0      Q3881  421178937      0
52     1663    1839    2037    2247      4.0      Q3921  421201479      0
53        0       0       0       0      5.0      Q9310  421196557      0
54        0       0       0       0      4.0     Q37806  890416453      0
55     1022    1165    1317    1472      5.0      Q3238  421173057      0
56        0       0       0       0      4.0     Q10717  890444585      0
57        0       0       0       0      3.7      Q1764  101751753      0
58     2209    2621    3012    3346      5.0     Q34261  421176527      0
59     1597    1979    2506    3198      5.0      Q3894  421173185      0
60        0       0       0       0      5.0      Q3001  890444597      0
61     1027    1258    1580    2028      5.0      Q3674  421197251      0
62        0       0       0       0      5.0      Q9365  421187321      0
63     2030    2277    2506    2715      4.0      Q2933 1125905513      0
64      944    1015    1104    1193      5.0      Q3274  890451731      0
65      894    1029    1200    1406      5.0      Q3780  421176817      0
66      851     988    1148    1320      5.0      Q1362  421168811      0
67     1029    1284    1578    1907      5.0      Q3037  421168831      0
68        0       0       0       0      5.0     Q37701 1141909357      0
69     1409    1482    1544    1604      5.0      Q3926  101925471      0
70        0       0       0       0      4.0     Q36526  890444183      0
71        0       0       0       0      5.0     Q40921  890444217      0
72     1379    1527    1653    1759      5.0      Q3306  890445081      0
73     1793    1938    2083    2222      5.0      Q3551  890444507      0
74        0       0       0       0      5.0     Q21197  101751793      0
75     1621    1921    2235    2560      5.0      Q3889  421167893      0
76     1500    1794    2142    2529      4.0      Q2449  890449737      0
77        0       0       0       0      5.0      Q3826  421178455      0
78        0       0       0       0      5.0     Q35381  101964197      0
79      919     978    1044    1112      4.0     Q23430  421186169      0
80        0       0       0       0      5.0      Q3935 1141909361      0
81     1994    2558    2971    3358      4.0      Q3787  421168971      0
82        0       0       0       0      5.0      Q3739  421197943      0
83     1106    1185    1268    1359      5.0      Q3805  421200421      0
84        0       0       0       0      5.0       Q216  101753031      0
85        0       0       0       0      4.0      Q1773  101751789      0
86      869     934    1011    1096      5.0      Q9361  421168899      0
87        0       0       0       0      5.0      Q3909  421195189      0
88     1877    2229    2642    3118      5.0      Q3915  421181453      0
89     1846    2035    2189    2316      4.0      Q2900  421173233      0
90     1374    1506    1627    1737      5.0      Q3070  421171925      0
91     1520    1649    1776    1902      5.0      Q3110  421191785      0
92        0       0       0       0      5.0     Q34692  421186515      0
93     1127    1405    1753    2172      5.0      Q3659  890440301      0
94        0       0       0       0      5.0      Q3818  421178347      0
95        0       0       0       0      5.0      Q3642  421199769      0
96        0       0       0       0      5.0      Q1435  101751659      0
97        0       0       0       0      5.0      Q1770  101748153      0
98        0       0       0       0      5.0      Q3876  421168781      0
99     1104    1281    1481    1690      5.0      Q1555  421169087      0
100       0       0       0       0      5.0      Q3825  421189663      0
101       0       0       0       0      5.0     Q38807  421188977      0
102     880     922     956     982      5.0     Q33986  102016833      1
103       0       0       0       0      5.0      Q3688  890441411      0
104    1708    2130    2633    3214      4.0      Q3703  421182167      0
105    1941    2051    2119    2173      5.0      Q3820  890442383      0
106    1108    1113    1114    1114      5.0       Q994  890443227      0
107       0       0       0       0      4.0      Q1520  421182469      0
108       0       0       0       0      5.0      Q9326  421168913      0
109    1505    1729    1938    2150      5.0      Q3844  421180023      0
110    1645    1984    2393    2856      5.0      Q3733  421189675      0
111       0       0       0       0      5.0      Q3768  421168957      1
112    1182    1232    1274    1315      3.0      Q1930  101735873      0
113    1096    1108    1132    1163      5.0      Q3711  890476941      0
114       0       0       0       0      5.0      Q9279  421188863      0
115       0       0       0       0      4.7      Q2907  421169177      0
116       0       0       0       0      5.0      Q3043  890442105      0
117       0       0       0       0      5.0      Q3832  421181445      0
118    1787    2058    2312    2549      5.0      Q3808  421204495      0
119       0       0       0       0      5.0     Q19689  890444545      0
120    1102    1102    1102    1102      5.0      Q1953  421182367      0
121    1931    2006    2097    2187      5.0      Q9248  421174967      0
122    1651    2028    2457    2911      5.0      Q1850 1125853197      0
123    1692    1864    2027    2178      4.0      Q1491  421176731      0
124     841    1004    1196    1411      5.0     Q43595  421169001      0
125    1212    1233    1236    1236      5.0       Q472  101748887      0
126    1846    1879    1883    1883      5.0      Q2280  890443331      0
127       0       0       0       0      5.0      Q9270  890450141      0
128       0       0       0       0      5.0      Q3919  421174929      0
129       0       0       0       0      4.0      Q3114 1141909401      0
130    1324    1676    2111    2632      5.0      Q3777  421168983      0
131       0       0       0       0      5.0     Q11194  890518775      0
132    1024    1177    1321    1461      5.0     Q37400  890445571      0
133       0       0       0       0      5.0     Q38834 1141909411      0
134       0       0       0       0      5.0    Q168652  421181455      0
135       0       0       0       0      5.0      Q3940  421202159      0
136       0       0       0       0      5.0      Q3932  101946455      0
137       0       0       0       0      5.0     Q36260  890445003      0
138       0       0       0       0      5.0     Q23800  101752423      0
139       0       0       0       0      5.0      Q9347  101835219      0
140       0       0       0       0      3.7      Q1218  421168681      0
141       0       0       0       0      5.0      Q3751  421169045      0
142       0       0       0       0      5.0      Q2467 1141909413      0
143       0       0       0       0      5.0      Q3856  101749141      0
144       0       0       0       0      4.0     Q23661  101932275      0
145    4723    5357    6036    6754      4.0      Q1858  421177479      0
146    3908    4178    4403    4589      4.0      Q3640  890460453      0
147    1664    1655    1655    1655      4.7      Q1781  101751703      0
148    2345    2955    3636    4382      4.0      Q2471  421203883      0
149    1947    1949    1949    1949      4.0     Q19660  101751949      0
150    2675    2981    3293    3605      4.7      Q3766  421202165      0
151    2890    2996    3058    3086      4.0       Q597  101752087      0
152    5185    6077    7017    7937      4.0      Q1963  890441687      0
153     858     885     909     936      4.0       Q585 1495123997      0
154    1724    1735    1736    1736      4.0       Q270  101752777      0
155    3346    3434    3537    3630      4.7     Q18808  421188981      0
156    3319    4020    4804    5688      4.0      Q1960  421189813      0
157    1098    1177    1257    1332      4.0      Q1761  101751737      0
158    1185    1457    1753    2083      4.0      Q3748  421195425      0
159    1519    1670    1820    1938      4.0      Q1865  102023407      0
160    2159    2151    2150    2150      4.0      Q1563  421186583      0
161    1160    1159    1159    1159      4.7      Q1085  101748113      0
162    2305    2592    2790    2956      4.0     Q35178  421202465      0
163    2298    2525    2722    2885      4.0     Q34820  890429209      0
164    2332    2688    3041    3382      4.0      Q3761  421168965      0
165    2322    2532    2713    2855      4.0      Q3579 1141909421      0
166    3256    3453    3600    3726      4.0     Q33935 1125955239      1
167    1139    1169    1195    1220      4.0      Q1757  101748417      0
168    1087    1092    1095    1096      4.0      Q1748  101749159      0
169    4175    4810    5432    6031      4.0      Q1515  421199985      0
170    3938    4284    4463    4578      3.7      Q2844  101964877      0
171    1744    1744    1744    1744      4.7       Q239 1175610569      0
172   14796   17015   19422   22015      4.0      Q1354  421181477      0
173    4775    6036    7153    8236      4.0      Q3897  890432155      0
174    3574    3922    4235    4499      4.0      Q3561  421174649      0
175    4348    4841    5361    5869      4.0     Q37995  890443751      0
176    3544    3684    3803    3898      2.7        Q62   85922583      0
177    2396    2502    2590    2661      3.7     Q16554   85928879      0
178    4609    4790    4936    5049      3.0     Q16555  101725629      0
179    5755    5969    6141    6272      2.1      Q8652   85933669      0
180    4695    4888    5035    5151      3.0     Q23556   85936429      0
181    9211    9516    9756    9932      3.0      Q1297   85940195      0
182    3098    3306    3482    3619      3.0      Q1533  890442147      0
183    2748    2770    2772    2772      3.7      Q1899  101752489      0
184    1516    1709    1894    2077      3.7       Q612  421174961      0
185    2247    2416    2636    2892      3.7       Q269  421168855      0
186    5764    5918    5934    5935      3.0      Q2807  101748283      0
187       0       0       0       0      3.7        Q71  101748445      0
188    1285    1308    1326    1343      3.0      Q1754  101752307      0
189    6918    7332    7807    8332      3.0      Q1861  102025263      0
190    8375    8857    9251    9600      3.0      Q2868  421186805      0
191    2856    3275    3726    4225      3.0      Q3718  421199619      0
192    3618    3785    3916    4041      3.0     Q34647  101925753      0
193    1044    1064    1078    1089      3.7       Q727  101751893      0
194    3267    3475    3716    3949      3.7      Q7903  890434661      0
195    9762    9740    9738    9738      3.0      Q8684  102026327      0
196   11662   12786   13892   14808      2.7      Q1461 1159397249      0
197    3901    4140    4298    4413      3.7     Q81033  102000679      0
198    3423    3434    3436    3436      2.7        Q64  101748799      0
199    2340    2620    2851    3038      3.7     Q16959  102026823      0
200    4266    4634    5014    5320      3.0     Q30002  102027703      0
201   11337   11365   11368   11368      3.0     Q35765  102031439      0
202    9052   11313   13875   16762      3.0      Q3838  421166913      0
203       0       0       0       0      2.1       Q987  102029189      0
204    7229    7967    8795    9719      3.7      Q1355  102030819      0
205    3256    3278    3300    3326      3.7      Q1524 1175612731      0
206    5891    6618    7345    8060      3.7      Q1530  421178393      0
207    3453    4184    5083    6156      3.0      Q3624  421170391      0
208    8221    8832    9404    9814      3.0      Q3616  421204533      0
209    2219    2310    2380    2444      2.1     Q24639  101741075      0
210    5447    5687    5827    5946      2.1       Q172  101735835      0
211   13089   13432   13653   13768      2.1      Q1486  421174285      0
212    3768    4730    5836    7175      3.7      Q5838  421168799      0
213    2385    2451    2476    2496      3.7      Q1741  101748073      0
214    3851    4013    4137    4238      3.0      Q3141  101933229      0
215    2651    2862    3104    3305      3.7      Q1867  102026641      0
216    1321    1398    1441    1475      3.0     Q37100  101914257      0
217   12773   13160   13461   13672      2.0        Q65   85923517      0
218    4464    4636    4778    4889      2.1        Q61   85931779      0
219   19441   19974   20370   20628      1.7        Q60   85977539      0
220    8607    8618    8618    8618      1.7        Q84  101750367      0
221   10530   11177   11695   12102      3.0       Q406  890460455      0
222    4856    5405    5866    6275      3.7      Q3692  421204501      0
223    3357    3504    3627    3744      1.7      Q5465  101928027      1
224   10495   10524   10526   10526      1.7       Q649  102003033      0
225   19485   20189   20695   21009      2.1      Q1489  857683023      0
226   10572   12403   14134   15796      2.0      Q8673  890437281      1
227    3333    3330    3330    3330      2.7       Q220  101752607      0
228   11741   12842   13807   14545      1.7       Q956  102027745      0
229    3363    4052    4881    5871      2.0      Q3870  421174401      0
230    9703   10792   11689   12363      2.1      Q3630  102020439      0
231    8320    8916    9299    9600      2.1      Q2841  421186687      0
232   12503   13465   14451   15561      1.7        Q85  421174399      0
233   15789   17214   18466   19412      2.0      Q8686  102027181      0
234   36094   36371   36399   36400      1.7      Q1490  102031307      0
235   20072   21946   24051   26385      1.7      Q1156  102030609      0
236    9958   10007   10031   10036      1.7        Q90  101751119      0
237    5879    6084    6224    6310      2.0      Q2887  102016915      0
238   15577   17039   18707   20560      3.7      Q1348  102030585      0
239   12171   12775   13179   13413      1.7      Q8678  101953261      0
240   19582   20544   21124   21428      3.0       Q174 1141909435      0
241    4427    4582    4716    4826      1.7      Q3130  101932003      0
242    4592    4809    4965    5104      2.1       Q334  102032341      0
243    7419    7744    8040    8305      3.0      Q8646  890437279      0
                      NAME_EN                   NAME_DE
1                Vatican City              Vatikanstadt
2                  San Marino                San Marino
3                       Vaduz                     Vaduz
4                     Lobamba                   Lobamba
5                  Luxembourg                 Luxemburg
6                     Palikir                   Palikir
7                      Majuro                    Majuro
8                    Funafuti                  Funafuti
9                    Melekeok                  Melekeok
10                 Bir Lehlou                 Bir Lehlu
11                     Monaco                    Monaco
12               South Tarawa              South Tarawa
13                     Moroni                    Moroni
14           Andorra la Vella          Andorra la Vella
15              Port of Spain             Port of Spain
16                     Kigali                    Kigali
17                    Mbabane                   Mbabane
18                       Juba                      Juba
19                  The Hague                  Den Haag
20                  Ljubljana                 Ljubljana
21                 Bratislava                Bratislava
22                       Doha                      Doha
23                  Podgorica                 Podgorica
24  Sri Jayawardenepura Kotte Sri Jayewardenepura Kotte
25                     Baguio               Baguio City
26                     Dodoma                    Dodoma
27                       Bern                      Bern
28                 souk ahras                  El Aaiún
29                   Pristina                  Pristina
30                     Roseau                    Roseau
31                   Djibouti                 Dschibuti
32                  Putrajaya                 Putrajaya
33                      Kyoto                     Kyōto
34                     Banjul                    Banjul
35                     Skopje                    Skopje
36                 Bridgetown                Bridgetown
37                 Porto-Novo                Porto-Novo
38                  Bujumbura                 Bujumbura
39                  Kingstown                 Kingstown
40                   Castries                  Castries
41                 Basseterre                Basseterre
42                 Port Louis                Port Louis
43               St. George's              St. George’s
44                     Manama                    Manama
45               Saint John's              Saint John’s
46                 Montevideo                Montevideo
47                       Lomé                      Lomé
48                      Tunis                     Tunis
49                  Abu Dhabi                 Abu Dhabi
50                   Ashgabat                   Aşgabat
51                     Lusaka                    Lusaka
52                     Harare                    Harare
53                       Dili                      Dili
54                  Port Vila                 Port Vila
55                Tegucigalpa               Tegucigalpa
56                 Georgetown                Georgetown
57                  Reykjavík                 Reykjavík
58             Port-au-Prince            Port-au-Prince
59                    Kampala                   Kampala
60                 Paramaribo                Paramaribo
61                     Niamey                    Niamey
62                   Dushanbe                 Duschanbe
63                   Asunción                  Asunción
64                    Managua                   Managua
65                   Freetown                  Freetown
66                  Islamabad                 Islamabad
67                  Kathmandu                 Kathmandu
68               Bloemfontein              Bloemfontein
69                   Pretoria                  Pretoria
70               Port Moresby              Port Moresby
71                    Honiara                   Honiara
72                Panama City              Panama-Stadt
73                      Rabat                     Rabat
74                   Chișinău                  Chișinău
75                     Maputo                    Maputo
76                  Mogadishu                Mogadischu
77                     Muscat                    Maskat
78                    Colombo                   Colombo
79                Ulaanbaatar               Ulaanbaatar
80                   Windhoek                  Windhoek
81                      Abuja                     Abuja
82                     Bissau                    Bissau
83                      Amman                     Amman
84                    Vilnius                   Vilnius
85                       Riga                      Riga
86                    Bishkek                  Bischkek
87                     Maseru                    Maseru
88               Antananarivo              Antananarivo
89                      Quito                     Quito
90                   San José                  San José
91               San Salvador              San Salvador
92                   Kingston                  Kingston
93                  N'Djamena                 N’Djamena
94                     Malabo                    Malabo
95                     Asmara                    Asmara
96                     Zagreb                    Zagreb
97                    Tallinn                   Tallinn
98                   Lilongwe                  Lilongwe
99             Guatemala City           Guatemala-Stadt
100                Libreville                Libreville
101                      Suva                      Suva
102                Valparaíso                Valparaíso
103                Nouakchott                Nouakchott
104                    Bamako                    Bamako
105                    Beirut                    Beirut
106                   Tbilisi                    Tiflis
107                Nur-Sultan                Nur-Sultan
108                 Vientiane                 Vientiane
109               Brazzaville               Brazzaville
110                   Conakry                   Conakry
111              Yamoussoukro              Yamoussoukro
112                    Ottawa                    Ottawa
113                  Belgrade                   Belgrad
114       Bandar Seri Begawan       Bandar Seri Begawan
115                     Sucre                     Sucre
116                  Belmopan                  Belmopan
117                    Bangui                    Bangui
118                   Yaoundé                   Yaoundé
119                    Tirana                    Tirana
120                   Yerevan                   Jerewan
121                      Baku                      Baku
122                Phnom Penh                Phnom Penh
123                    La Paz                    La Paz
124                   Cotonou                   Cotonou
125                     Sofia                     Sofia
126                     Minsk                     Minsk
127                   Thimphu                   Thimphu
128                  Gaborone                  Gaborone
129                  Canberra                  Canberra
130               Ouagadougou               Ouagadougou
131                  Sarajevo                  Sarajevo
132                 Naypyidaw                 Naypyidaw
133                Nuku'alofa                Nukuʻalofa
134                  Hargeisa                  Hargeysa
135                  Victoria                  Victoria
136                  São Tomé                  São Tomé
137                      Apia                      Apia
138                  Valletta                  Valletta
139                      Malé                      Malé
140                 Jerusalem                 Jerusalem
141                     Praia                     Praia
142                    Nassau                    Nassau
143                   Nicosia                   Nikosia
144                Wellington                Wellington
145                     Hanoi                     Hanoi
146                    Ankara                    Ankara
147                  Budapest                  Budapest
148                     Sanaa                     Sanaa
149                 Bucharest                  Bukarest
150                  Damascus                  Damaskus
151                    Lisbon                  Lissabon
152                  Khartoum                   Khartum
153                      Oslo                      Oslo
154                    Warsaw                  Warschau
155                 Pyongyang                 Pjöngjang
156             Dar es Salaam                Daressalam
157                    Dublin                    Dublin
158                  Monrovia                  Monrovia
159              Kuala Lumpur              Kuala Lumpur
160                    Havana                   Havanna
161                    Prague                      Prag
162               Kuwait City                    Kuwait
163             Santo Domingo             Santo Domingo
164                     Accra                     Accra
165                   Tripoli                  Tripolis
166                  Tel Aviv            Tel Aviv-Jaffa
167                  Helsinki                  Helsinki
168                Copenhagen                Kopenhagen
169                   Abidjan                   Abidjan
170                  Brasília                  Brasília
171                  Brussels                   Brüssel
172                     Dhaka                     Dhaka
173                    Luanda                    Luanda
174                   Algiers                    Algier
175                    Yangon                    Rangun
176             San Francisco             San Francisco
177                    Denver                    Denver
178                   Houston                   Houston
179                     Miami                     Miami
180                   Atlanta                   Atlanta
181                   Chicago                   Chicago
182                   Caracas                   Caracas
183                      Kyiv                      Kiew
184                     Dubai                     Dubai
185                  Tashkent                 Taschkent
186                    Madrid                    Madrid
187                    Geneva                      Genf
188                 Stockholm                 Stockholm
189                   Bangkok                   Bangkok
190                      Lima                      Lima
191                     Dakar                     Dakar
192              Johannesburg              Johannesburg
193                 Amsterdam                 Amsterdam
194                Casablanca                Casablanca
195                     Seoul                     Seoul
196                    Manila                    Manila
197                 Monterrey                 Monterrey
198                    Berlin                    Berlin
199                    Ürümqi                    Ürümqi
200                   Chengdu                   Chengdu
201                     Osaka                     Ōsaka
202                  Kinshasa                  Kinshasa
203                 New Delhi                 Neu-Delhi
204                 Bengaluru                 Bengaluru
205                    Athens                     Athen
206                   Baghdad                    Bagdad
207               Addis Ababa               Addis Abeba
208                    Tehran                   Teheran
209                 Vancouver                 Vancouver
210                   Toronto                   Toronto
211              Buenos Aires              Buenos Aires
212                     Kabul                     Kabul
213                    Vienna                      Wien
214                 Melbourne                 Melbourne
215                    Taipei                    Taipeh
216                  Auckland                  Auckland
217               Los Angeles               Los Angeles
218                Washington                Washington
219             New York City             New York City
220                    London                    London
221                  Istanbul                  Istanbul
222                    Riyadh                      Riad
223                 Cape Town                  Kapstadt
224                    Moscow                    Moskau
225               Mexico City              Mexiko-Stadt
226                     Lagos                     Lagos
227                      Rome                       Rom
228                   Beijing                    Peking
229                   Nairobi                   Nairobi
230                   Jakarta                   Jakarta
231                    Bogotá                    Bogotá
232                     Cairo                     Kairo
233                  Shanghai                  Shanghai
234                     Tokyo                     Tokio
235                    Mumbai                    Mumbai
236                     Paris                     Paris
237                  Santiago         Santiago de Chile
238                   Kolkata                  Kalkutta
239            Rio de Janeiro            Rio de Janeiro
240                 São Paulo                 São Paulo
241                    Sydney                    Sydney
242                 Singapore                  Singapur
243                 Hong Kong                  Hongkong
                      NAME_ES             NAME_FR             NAME_PT
1         Ciudad del Vaticano     Cité du Vatican            Vaticano
2                  San Marino         Saint-Marin          San Marino
3                       Vaduz               Vaduz               Vaduz
4                     Lobamba             Lobamba             Lobamba
5                  Luxemburgo          Luxembourg          Luxemburgo
6                     Palikir             Palikir             Palikir
7                      Majuro              Majuro              Majuro
8                    Funafuti            Funafuti            Funafuti
9                    Melekeok            Melekeok         Melequeoque
10                  Bir Lehlu          Bir Lehlou          Bir Lehlou
11                     Mónaco              Monaco              Mónaco
12                 Tarawa Sur          Tarawa-Sud       Tarawa do Sul
13                     Moroni              Moroni              Moroni
14           Andorra la Vieja  Andorre-la-Vieille     Andorra-a-Velha
15              Puerto España      Port-d'Espagne       Port of Spain
16                     Kigali              Kigali              Kigali
17                    Mbabane             Mbabane            Mebabane
18                       Yuba              Djouba                Juba
19                    La Haya             La Haye                Haia
20                  Liubliana           Ljubljana           Liubliana
21                 Bratislava          Bratislava          Bratislava
22                       Doha                Doha                Doha
23                  Podgorica           Podgorica           Podgorica
24  Sri Jayawardenapura Kotte Sri Jayawardenapura               Kotte
25                     Baguió              Baguio              Baguio
26                     Dodoma              Dodoma              Dodoma
27                      Berna               Berne               Berna
28                   El Aaiún            Laâyoune            El Aaiún
29                   Pristina            Pristina            Pristina
30                     Roseau              Roseau              Roseau
31                     Yibuti            Djibouti            Djibouti
32                  Putrajaya           Putrajaya           Putrajaya
33                      Kioto               Kyoto              Quioto
34                     Banjul              Banjul              Banjul
35                     Skopie              Skopje              Skopje
36                 Bridgetown          Bridgetown          Bridgetown
37                 Porto Novo          Porto-Novo          Porto-Novo
38                  Buyumbura           Bujumbura           Bujumbura
39                  Kingstown           Kingstown           Kingstown
40                   Castries            Castries            Castries
41                 Basseterre          Basseterre          Basseterre
42                 Port Louis          Port-Louis          Port Louis
43               Saint George       Saint-Georges      Saint George's
44                     Manama              Manama              Manama
45                 Saint John        Saint John's        Saint John's
46                 Montevideo          Montevideo          Montevidéu
47                       Lomé                Lomé                Lomé
48                      Túnez               Tunis               Tunes
49                  Abu Dhabi           Abou Dabi           Abu Dhabi
50                    Asjabad            Achgabat            Asgabate
51                     Lusaka              Lusaka              Lusaca
52                     Harare              Harare              Harare
53                       Dili                Dili                Díli
54                  Port Vila           Port-Vila           Port Vila
55                Tegucigalpa         Tegucigalpa         Tegucigalpa
56                 Georgetown          Georgetown          Georgetown
57                  Reikiavik           Reykjavik           Reykjavík
58            Puerto Príncipe      Port-au-Prince      Porto Príncipe
59                    Kampala             Kampala             Kampala
60                 Paramaribo          Paramaribo          Paramaribo
61                     Niamey              Niamey              Niamey
62                    Dusambé           Douchanbé            Duchambe
63                   Asunción            Asuncion            Assunção
64                    Managua             Managua             Manágua
65                   Freetown            Freetown            Freetown
66                  Islamabad           Islamabad           Islamabad
67                   Katmandú           Katmandou            Catmandu
68               Bloemfontein        Bloemfontein        Bloemfontein
69                   Pretoria            Pretoria            Pretória
70             Puerto Moresby        Port Moresby        Port Moresby
71                    Honiara             Honiara             Honiara
72           Ciudad de Panamá              Panama    Cidade do Panamá
73                      Rabat               Rabat               Rabat
74                   Chisináu            Chișinău            Chișinău
75                     Maputo              Maputo              Maputo
76                 Mogadiscio          Mogadiscio          Mogadíscio
77                    Mascate             Mascate             Mascate
78                    Colombo             Colombo             Colombo
79                 Ulán Bator         Oulan-Bator          Ulan Bator
80                   Windhoek            Windhoek            Windhoek
81                      Abuya               Abuja               Abuja
82                      Bisáu              Bissau              Bissau
83                       Amán               Amman                 Amã
84                      Vilna             Vilnius             Vilnius
85                       Riga                Riga                Riga
86                     Biskek             Bichkek           Bisqueque
87                     Maseru              Maseru              Maseru
88               Antananarivo        Antananarivo        Antananarivo
89                      Quito               Quito               Quito
90                   San José            San José            San José
91               San Salvador        San Salvador        San Salvador
92                   Kingston            Kingston            Kingston
93                     Yamena           N'Djaména              Jamena
94                     Malabo              Malabo              Malabo
95                     Asmara              Asmara              Asmara
96                     Zagreb              Zagreb              Zagreb
97                     Tallin             Tallinn             Tallinn
98                   Lilongüe            Lilongwe            Lilongwe
99        Ciudad de Guatemala     Guatemala-Ville Cidade da Guatemala
100                Libreville          Libreville          Libreville
101                      Suva                Suva                Suva
102                Valparaíso          Valparaíso          Valparaíso
103                  Nuakchot          Nouakchott          Nouakchott
104                    Bamako              Bamako              Bamako
105                    Beirut            Beyrouth             Beirute
106                    Tiflis            Tbilissi            Tiblíssi
107                Nur-Sultán         Noursoultan           Nur-Sultã
108                  Vientián           Vientiane           Vienciana
109               Brazzaville         Brazzaville           Brazavile
110                   Conakri             Conakry             Conacri
111                 Yamusukro        Yamoussoukro        Yamoussoukro
112                    Ottawa              Ottawa              Ottawa
113                  Belgrado            Belgrade            Belgrado
114       Bandar Seri Begawan Bandar Seri Begawan Bandar Seri Begawan
115                     Sucre               Sucre               Sucre
116                  Belmopán            Belmopan            Belmopan
117                    Bangui              Bangui              Bangui
118                    Yaundé             Yaoundé             Yaoundé
119                    Tirana              Tirana              Tirana
120                    Ereván              Erevan              Erevan
121                      Bakú               Bakou                Baku
122                   Nom Pen          Phnom Penh          Phnom Penh
123                    La Paz              La Paz              La Paz
124                    Cotonú             Cotonou             Cotonou
125                     Sofía               Sofia               Sófia
126                     Minsk               Minsk               Minsk
127                     Timbu            Thimphou              Thimbu
128                  Gaborone            Gaborone            Gaborone
129                  Canberra            Canberra            Camberra
130                  Uagadugú         Ouagadougou         Ouagadougou
131                  Sarajevo            Sarajevo            Sarajevo
132                  Naipyidó           Naypyidaw           Naypyidaw
133                 Nukualofa          Nukuʻalofa          Nuku'alofa
134                  Hargeisa            Hargeisa            Hargeisa
135                  Victoria            Victoria            Victoria
136                Santo Tomé            São Tomé            São Tomé
137                      Apia                Apia                Apia
138                 La Valeta          La Valette              Valeta
139                      Malé                Malé                Malé
140                 Jerusalén           Jérusalem           Jerusalém
141                     Praia               Praia               Praia
142                     Nasáu              Nassau              Nassau
143                   Nicosia             Nicosie             Nicósia
144                Wellington          Wellington          Wellington
145                     Hanói               Hanoï               Hanói
146                    Ankara              Ankara              Ancara
147                  Budapest            Budapest           Budapeste
148                      Saná               Sanaa                Sana
149                  Bucarest            Bucarest           Bucareste
150                   Damasco               Damas             Damasco
151                    Lisboa            Lisbonne              Lisboa
152                    Jartum            Khartoum              Cartum
153                      Oslo                Oslo                Oslo
154                  Varsovia            Varsovie            Varsóvia
155                  Pionyang           Pyongyang           Pyongyang
156             Dar es-Salaam        Dar es Salam       Dar es Salaam
157                    Dublín              Dublin              Dublin
158                  Monrovia            Monrovia            Monróvia
159              Kuala Lumpur        Kuala Lumpur        Kuala Lumpur
160                 La Habana           La Havane              Havana
161                     Praga              Prague               Praga
162          Ciudad de Kuwait              Koweït              Kuwait
163             Santo Domingo      Saint-Domingue       Santo Domingo
164                      Acra               Accra                Acra
165                   Trípoli             Tripoli             Trípoli
166                  Tel Aviv            Tel Aviv            Tel Aviv
167                  Helsinki            Helsinki          Helsínquia
168                Copenhague          Copenhague           Copenhaga
169                    Abiyán             Abidjan             Abidjan
170                  Brasilia            Brasilia            Brasília
171                  Bruselas           Bruxelles            Bruxelas
172                     Dacca               Dacca                Daca
173                    Luanda              Luanda              Luanda
174                     Argel               Alger               Argel
175                    Rangún             Rangoun              Yangon
176             San Francisco       San Francisco       São Francisco
177                    Denver              Denver              Denver
178                   Houston             Houston             Houston
179                     Miami               Miami               Miami
180                   Atlanta             Atlanta             Atlanta
181                   Chicago             Chicago             Chicago
182                   Caracas             Caracas             Caracas
183                      Kiev                Kiev                Kiev
184                     Dubái               Dubaï               Dubai
185                   Taskent            Tachkent           Tasquente
186                    Madrid              Madrid              Madrid
187                   Ginebra              Genève             Genebra
188                 Estocolmo           Stockholm           Estocolmo
189                   Bangkok             Bangkok         Banguecoque
190                      Lima                Lima                Lima
191                     Dakar               Dakar               Dakar
192             Johannesburgo       Johannesbourg         Joanesburgo
193                 Ámsterdam           Amsterdam          Amesterdão
194                Casablanca          Casablanca          Casablanca
195                      Seúl               Séoul                Seul
196                    Manila             Manille              Manila
197                 Monterrey           Monterrey           Monterrei
198                    Berlín              Berlin              Berlim
199                   Urumchi              Ürümqi              Ürümqi
200                   Chengdu             Chengdu             Chengdu
201                     Osaka               Osaka               Osaka
202                   Kinsasa            Kinshasa            Kinshasa
203               Nueva Delhi           New Delhi           Nova Deli
204                 Bangalore           Bangalore           Bangalore
205                    Atenas             Athènes              Atenas
206                    Bagdad              Bagdad             Bagdade
207                Adís Abeba         Addis-Abeba          Adis Abeba
208                   Teherán             Téhéran              Teerão
209                 Vancouver           Vancouver           Vancouver
210                   Toronto             Toronto             Toronto
211              Buenos Aires        Buenos Aires        Buenos Aires
212                     Kabul              Kaboul               Cabul
213                     Viena              Vienne               Viena
214                 Melbourne           Melbourne           Melbourne
215                    Taipéi              Taipei               Taipé
216                  Auckland            Auckland            Auckland
217               Los Ángeles         Los Angeles         Los Angeles
218          Washington D. C.          Washington          Washington
219                Nueva York            New York         Nova Iorque
220                   Londres             Londres             Londres
221                  Estambul            Istanbul            Istambul
222                      Riad               Riyad               Riade
223           Ciudad del Cabo              Le Cap      Cidade do Cabo
224                     Moscú              Moscou             Moscovo
225          Ciudad de México              Mexico    Cidade do México
226                     Lagos               Lagos               Lagos
227                      Roma                Rome                Roma
228                     Pekín               Pékin              Pequim
229                   Nairobi             Nairobi             Nairóbi
230                   Yakarta             Jakarta             Jacarta
231                    Bogotá              Bogota              Bogotá
232                  El Cairo            Le Caire               Cairo
233                  Shanghái            Shanghai              Xangai
234                     Tokio               Tokyo              Tóquio
235                    Bombay              Bombay             Bombaim
236                     París               Paris               Paris
237         Santiago de Chile            Santiago            Santiago
238                   Calcuta            Calcutta             Calcutá
239            Río de Janeiro      Rio de Janeiro      Rio de Janeiro
240                 São Paulo           São Paulo           São Paulo
241                    Sídney              Sydney              Sydney
242                  Singapur           Singapour           Singapura
243                 Hong Kong           Hong Kong           Hong Kong
                      NAME_RU                NAME_ZH LABEL
1                     Ватикан                 梵蒂冈  <NA>
2                  Сан-Марино               圣马力诺  <NA>
3                       Вадуц                 瓦都兹  <NA>
4                     Лобамба                 洛班巴  <NA>
5                  Люксембург                 卢森堡  <NA>
6                     Паликир               帕利基尔  <NA>
7                     Маджуро                 马朱罗  <NA>
8                    Фунафути               富纳富提  <NA>
9                    Мелекеок             梅莱凯奥克  <NA>
10                   Бир-Лелу              比鄂-雷楼  <NA>
11                     Монако                 摩纳哥  <NA>
12               Южная Тарава               南塔拉瓦  <NA>
13                     Морони                 莫洛尼  <NA>
14           Андорра-ла-Велья               安道尔城  <NA>
15              Порт-оф-Спейн               西班牙港  <NA>
16                     Кигали                 吉佳利  <NA>
17                    Мбабане                 墨巴本  <NA>
18                      Джуба                   朱巴  <NA>
19                      Гаага                   海牙  <NA>
20                    Любляна             卢布尔雅那  <NA>
21                 Братислава           布拉迪斯拉发  <NA>
22                       Доха                   多哈  <NA>
23                  Подгорица             波德戈里察  <NA>
24  Шри-Джаяварденепура-Котте 斯里贾亚瓦德纳普拉科特  <NA>
25                      Багио                   碧瑶  <NA>
26                     Додома                 多多马  <NA>
27                       Берн                 伯尔尼  <NA>
28                    Эль-Аюн                 阿尤恩  <NA>
29                   Приштина             普里什蒂纳  <NA>
30                       Розо                   罗索  <NA>
31                    Джибути                 吉布地  <NA>
32                  Путраджая                   布城  <NA>
33                      Киото                   京都  <NA>
34                     Банжул                   班竹  <NA>
35                     Скопье               斯科普里  <NA>
36                  Бриджтаун               布里奇顿  <NA>
37                 Порто-Ново               波多诺伏  <NA>
38                  Бужумбура               布琼布拉  <NA>
39                  Кингстаун                 金斯敦  <NA>
40                     Кастри               卡斯特里  <NA>
41                     Бастер               巴斯特尔  <NA>
42                   Порт-Луи                 路易港  <NA>
43              Сент-Джорджес                 圣乔治  <NA>
44                     Манама                 麦纳麦  <NA>
45                 Сент-Джонс                 圣约翰  <NA>
46                 Монтевидео             蒙得维的亚  <NA>
47                       Ломе                   洛美  <NA>
48                      Тунис                 突尼斯  <NA>
49                   Абу-Даби               阿布扎比  <NA>
50                    Ашхабад             阿什哈巴德  <NA>
51                     Лусака                 卢萨卡  <NA>
52                     Хараре                 哈拉雷  <NA>
53                       Дили                   帝力  <NA>
54                  Порт-Вила                 维拉港  <NA>
55               Тегусигальпа           特古西加尔巴  <NA>
56                 Джорджтаун                 乔治敦  <NA>
57                  Рейкьявик             雷克雅未克  <NA>
58               Порт-о-Пренс                 太子港  <NA>
59                    Кампала                 坎帕拉  <NA>
60                 Парамарибо             帕拉马里博  <NA>
61                     Ниамей                 尼亚美  <NA>
62                    Душанбе                 杜尚别  <NA>
63                   Асунсьон                 亚松森  <NA>
64                    Манагуа                 馬拿瓜  <NA>
65                    Фритаун                 弗里敦  <NA>
66                  Исламабад               伊斯兰堡  <NA>
67                   Катманду               加德满都  <NA>
68                Блумфонтейн               布隆方丹  <NA>
69                   Претория             比勒陀利亚  <NA>
70                Порт-Морсби             莫尔兹比港  <NA>
71                    Хониара               霍尼亚拉  <NA>
72                     Панама               巴拿马城  <NA>
73                      Рабат                 拉巴特  <NA>
74                    Кишинёв               基希讷乌  <NA>
75                     Мапуту                 马普托  <NA>
76                   Могадишо               摩加迪休  <NA>
77                     Маскат               马斯喀特  <NA>
78                    Коломбо                 科伦坡  <NA>
79                 Улан-Батор               乌兰巴托  <NA>
80                    Виндхук               温得和克  <NA>
81                     Абуджа                 阿布贾  <NA>
82                      Бисау                   比绍  <NA>
83                      Амман                   安曼  <NA>
84                    Вильнюс               维尔纽斯  <NA>
85                       Рига                   里加  <NA>
86                     Бишкек               比什凯克  <NA>
87                     Масеру                 马塞卢  <NA>
88               Антананариву             塔那那利佛  <NA>
89                       Кито                   基多  <NA>
90                   Сан-Хосе                 圣荷西  <NA>
91              Сан-Сальвадор             圣萨尔瓦多  <NA>
92                   Кингстон                 京斯敦  <NA>
93                   Нджамена               恩贾梅纳  <NA>
94                     Малабо                 马拉博  <NA>
95                     Асмэра               阿斯马拉  <NA>
96                     Загреб               萨格勒布  <NA>
97                     Таллин                   塔林  <NA>
98                   Лилонгве                 利隆圭  <NA>
99                  Гватемала               瓜地馬拉  <NA>
100                 Либревиль               利伯维尔  <NA>
101                      Сува                   苏瓦  <NA>
102               Вальпараисо             瓦尔帕莱索  <NA>
103                   Нуакшот             努瓦克肖特  <NA>
104                    Бамако                 巴马科  <NA>
105                    Бейрут                 贝鲁特  <NA>
106                   Тбилиси               第比利斯  <NA>
107                Нур-Султан               努尔苏丹  <NA>
108                  Вьентьян                   万象  <NA>
109                Браззавиль             布拉柴维尔  <NA>
110                   Конакри               科纳克里  <NA>
111                  Ямусукро             亚穆苏克罗  <NA>
112                    Оттава                 渥太华  <NA>
113                   Белград             贝尔格莱德  <NA>
114       Бандар-Сери-Бегаван             斯里巴加湾  <NA>
115                     Сукре                 苏克雷  <NA>
116                 Бельмопан               贝尔墨邦  <NA>
117                     Банги                   班吉  <NA>
118                     Яунде                 雅温得  <NA>
119                    Тирана                 地拉那  <NA>
120                    Ереван                 埃里温  <NA>
121                      Баку                   巴库  <NA>
122                  Пномпень                   金边  <NA>
123                    Ла-Пас                 拉巴斯  <NA>
124                    Котону                 科托努  <NA>
125                     София                 索非亚  <NA>
126                     Минск                 明斯克  <NA>
127                   Тхимпху                   廷布  <NA>
128                  Габороне               嘉柏隆里  <NA>
129                  Канберра                 堪培拉  <NA>
130                  Уагадугу               瓦加杜古  <NA>
131                   Сараево               萨拉热窝  <NA>
132                  Нейпьидо                 奈比多  <NA>
133                 Нукуалофа             努库阿洛法  <NA>
134                  Харгейса               哈尔格萨  <NA>
135                  Виктория               維多利亞  <NA>
136                  Сан-Томе                 圣多美  <NA>
137                      Апиа                 阿皮亚  <NA>
138                  Валлетта                 瓦莱塔  <NA>
139                      Мале                   马累  <NA>
140                 Иерусалим               耶路撒冷  <NA>
141                      Прая                   培亞  <NA>
142                    Нассау                   拿骚  <NA>
143                   Никосия               尼科西亚  <NA>
144                Веллингтон                 惠灵顿  <NA>
145                     Ханой                   河内  <NA>
146                    Анкара                 安卡拉  <NA>
147                  Будапешт               布达佩斯  <NA>
148                      Сана                   萨那  <NA>
149                  Бухарест             布加勒斯特  <NA>
150                    Дамаск               大马士革  <NA>
151                  Лиссабон                 里斯本  <NA>
152                    Хартум                 喀土穆  <NA>
153                      Осло                 奥斯陆  <NA>
154                   Варшава                   华沙  <NA>
155                   Пхеньян                   平壤  <NA>
156              Дар-эс-Салам                 三蘭港  <NA>
157                    Дублин                 都柏林  <NA>
158                  Монровия               蒙罗维亚  <NA>
159              Куала-Лумпур                 吉隆坡  <NA>
160                    Гавана                 哈瓦那  <NA>
161                     Прага                 布拉格  <NA>
162                Эль-Кувейт               科威特城  <NA>
163             Санто-Доминго               圣多明哥  <NA>
164                     Аккра                 阿克拉  <NA>
165                   Триполи               的黎波里  <NA>
166                 Тель-Авив               特拉维夫  <NA>
167                 Хельсинки               赫尔辛基  <NA>
168                Копенгаген               哥本哈根  <NA>
169                   Абиджан                 阿比让  <NA>
170                  Бразилиа               巴西利亚  <NA>
171                  Брюссель               布鲁塞尔  <NA>
172                     Дакка                   达卡  <NA>
173                    Луанда                 罗安达  <NA>
174                     Алжир               阿尔及尔  <NA>
175                     Янгон                   仰光  <NA>
176             Сан-Франциско                 旧金山  <NA>
177                    Денвер                   丹佛  <NA>
178                   Хьюстон                 休斯敦  <NA>
179                    Майами                 迈阿密  <NA>
180                   Атланта               亚特兰大  <NA>
181                    Чикаго                 芝加哥  <NA>
182                   Каракас               加拉加斯  <NA>
183                      Киев                   基辅  <NA>
184                     Дубай                   迪拜  <NA>
185                   Ташкент                 塔什干  <NA>
186                    Мадрид                 马德里  <NA>
187                    Женева                 日内瓦  <NA>
188                 Стокгольм             斯德哥尔摩  <NA>
189                   Бангкок                   曼谷  <NA>
190                      Лима                   利马  <NA>
191                     Дакар                 达喀尔  <NA>
192              Йоханнесбург             约翰内斯堡  <NA>
193                 Амстердам             阿姆斯特丹  <NA>
194                Касабланка             卡萨布兰卡  <NA>
195                      Сеул                   首尔  <NA>
196                    Манила                 马尼拉  <NA>
197                 Монтеррей                 蒙特雷  <NA>
198                    Берлин                   柏林  <NA>
199                    Урумчи               乌鲁木齐  <NA>
200                     Чэнду                   成都  <NA>
201                     Осака                   大阪  <NA>
202                   Киншаса                 金沙萨  <NA>
203                  Нью-Дели                 新德里  <NA>
204                  Бангалор               班加罗尔  <NA>
205                     Афины                   雅典  <NA>
206                    Багдад                 巴格达  <NA>
207               Аддис-Абеба           亚的斯亚贝巴  <NA>
208                   Тегеран                 德黑兰  <NA>
209                  Ванкувер                 温哥华  <NA>
210                   Торонто                 多伦多  <NA>
211              Буэнос-Айрес         布宜诺斯艾利斯  <NA>
212                     Кабул                 喀布尔  <NA>
213                      Вена                 维也纳  <NA>
214                  Мельбурн                 墨尔本  <NA>
215                    Тайбэй                   台北  <NA>
216                    Окленд           奥克兰都会区  <NA>
217              Лос-Анджелес                 洛杉矶  <NA>
218                 Вашингтон     华盛顿哥伦比亚特区  <NA>
219                  Нью-Йорк                   纽约  <NA>
220                    Лондон                   伦敦  <NA>
221                   Стамбул             伊斯坦布尔  <NA>
222                   Эр-Рияд                 利雅德  <NA>
223                  Кейптаун                 开普敦  <NA>
224                    Москва                 莫斯科  <NA>
225                    Мехико               墨西哥城  <NA>
226                     Лагос                 拉各斯  <NA>
227                       Рим                   罗马  <NA>
228                     Пекин                   北京  <NA>
229                   Найроби                 内罗毕  <NA>
230                  Джакарта                 雅加达  <NA>
231                    Богота                 波哥大  <NA>
232                      Каир                   开罗  <NA>
233                    Шанхай                   上海  <NA>
234                     Токио                   东京  <NA>
235                    Мумбаи                   孟买  <NA>
236                     Париж                   巴黎  <NA>
237                  Сантьяго               圣地亚哥  <NA>
238                 Калькутта               加尔各答  <NA>
239            Рио-де-Жанейро             里约热内卢  <NA>
240                 Сан-Паулу                 圣保罗  <NA>
241                    Сидней                   悉尼  <NA>
242                  Сингапур                 新加坡  <NA>
243                   Гонконг                   香港  <NA>
                       NAME_AR                NAME_BN                NAME_EL
1                    الفاتيكان          ভ্যাটিকান সিটি               Βατικανό
2             مدينة سان مارينو             সান মারিনো          Άγιος Μαρίνος
3                       فادوتس                  ফাডুৎস                Βαντούζ
4                      لوبامبا                লোবাম্বা               Λομπάμπα
5              مدينة لوكسمبورغ           লুক্সেমবুর্গ শহর           Λουξεμβούργο
6                      باليكير                পালিকির                Παλικίρ
7                       ماجورو                  মাজুরো               Ματζούρο
8                     فونافوتي                 ফুনাফুতি             Φουναφούτι
9                      ميلكيوك               মেলেকেওক               Μελεκέοκ
10                    بئر لحلو             বির লেহলোউ             Μπιρ Λελού
11                      موناكو                 মোনাকো                 Μονακό
12                 جنوب تاراوا          দক্ষিণ তারাওয়া               Ταράγουα
13                      موروني                 মোরোনি                 Μορονί
14              أندورا لا فيلا        আন্দরা লা ভেলিয়া       Ανδόρρα λα Βέλια
15               بورت أوف سبين           পোর্ট অব স্পেন          Πορτ-οφ-Σπέιν
16                      كيغالي                 কিগালি                Κιγκάλι
17                      مبابان               অম্বাবানে               Μπαμπάνε
18                        جوبا                    জুবা                Τζούμπα
19                       لاهاي                    হেগ                   Χάγη
20                   ليوبليانا             লিউব্লিয়ানা            Λιουμπλιάνα
21                  براتيسلافا             ব্রাতিস্লাভা            Μπρατισλάβα
22                      الدوحة                   দোহা                  Ντόχα
23                  بودغوريتسا              পোডগোরিকা           Ποντγκόριτσα
24     سري جاياواردنابورا كوتي শ্রী জয়াবর্ধেনেপুরা কোট্টে                   Κότε
25                      باغويو                বাগেোইউ              Μπαγκούιο
26                      دودوما                 দোদোমা               Ντοντόμα
27                         برن                   বের্ন                  Βέρνη
28                      العيون                  লাইউন               Λααγιούν
29                    بريشتينا               প্রিস্টিনা               Πρίστινα
30              روسو، دومينيكا                  রোসেউ                   Ροζό
31                      جيبوتي                  জিবুতি              Τζιμπουτί
32                    بوتراجاي                পুত্রজায়া           Πουτρατζάγια
33                       كيوتو                 কিয়োটো                  Κιότο
34                      بانجول                  বাঞ্জুল               Μπανζούλ
35                     إسكوبية                 স্কপিয়ে                 Σκόπια
36                  بريدج تاون               ব্রিজটাউন            Μπριτζτάουν
37                  بورتو نوفو              পোর্তো নভো             Πόρτο-Νόβο
38                   بوجومبورا                 বুুজুম্বুরা          Μπουζουμπούρα
39                   كينغستاون               কিংসটাউন            Κίνγκσταουν
40                     كاستريس               কাস্তেরিস                Κάστρις
41                      باستير  সেন্ট কিটস অ্যান্ড নেভিস                Μπαστέρ
42                   بورت لويس               পোর্ট লুইস               Πορ-Λουί
43                  سانت جورجز             সেন্ট জর্জেস         Σαιντ Τζόρτζις
44                     المنامة                 মানামা                 Μανάμα
45  سانت جونز، أنتيغوا وبربودا               সেন্টজোন্স            Σαιντ Τζονς
46                    مونتفيدو             মোন্তেবিদেও             Μοντεβιδέο
47                        لومي                   লোমে                   Λομέ
48                تونس العاصمة                 তিউনিস                 Τύνιδα
49                     أبو ظبي                 আবুধাবি           Άμπου Ντάμπι
50                    عشق آباد                আশখাবাদ              Ασγκαμπάτ
51                      لوساكا                  লুসাকা                Λουσάκα
52                       هراري                 হারারে                 Χαράρε
53                        ديلي                   দিলি                  Ντίλι
54                   بورت فيلا              পোর্ট ভিলা              Πορτ Βίλα
55                 تيغوسيغالبا             তেগুসিগালপা         Τεγκουσιγκάλπα
56                   جورج تاون                জর্জটাউন            Τζώρτζταουν
57                    ريكيافيك             রেইকিয়াভিক              Ρέυκιαβικ
58               بورت أو برانس               পর্তোপ্রাঁস            Πορ-ω-Πρενς
59                     كامبالا                কাম্পালা                Καμπάλα
60                  باراماريبو            প্যারামারিবো            Παραμαρίμπο
61                       نيامي                 নিয়ামে                 Νιαμέυ
62                      دوشنبه                 দুশান্বে              Ντουσαμπέ
63                    أسونسيون                আসুনসিওন              Ασουνσιόν
64                     ماناغوا                মানাগুয়া              Μανάγκουα
65                     فريتاون                ফ্রিটাউন               Φρίταουν
66                  إسلام آباد              ইসলামাবাদ            Ισλαμαμπάντ
67                    كاتماندو                কাঠমান্ডু              Κατμαντού
68                  بلومفونتين              ব্লুমফন্টেইন          Μπλουμφοντέιν
69                    بريتوريا              প্রিটোরিয়া               Πρετόρια
70                 بورت مورسبي            পোর্ট মোর্সবি          Πορτ Μόρεσμπι
71                     هونيارا               হোনিয়ারা                 Ονιάρα
72                  مدينة بنما            পানামা সিটি        Πόλη του Παναμά
73                      الرباط                  রাবাত                 Ραμπάτ
74                     كيشيناو                কিশিনাউ               Κισινάου
75                      مابوتو                  মাপুতো                Μαπούτο
76                      مقديشو                মোগাদিশু            Μογκαντίσου
77                        مسقط                 মাস্কাট                Μουσκάτ
78                      كولمبو                  কলম্বো                Κολόμπο
79                 أولان باتور               উলানবাটর           Ουλάν Μπατόρ
80                     ويندهوك                উইন্ডহোক               Βίντχουκ
81                       أبوجا                   আবুজা               Αμπούτζα
82                       بيساو                  বিসাউ               Μπισσάου
83                        عمان                  আম্মান                  Αμμάν
84                     فيلنيوس               ভিলনিয়াস               Βίλνιους
85                        ريغا                   রিগা                   Ρίγα
86                       بيشكك                 বিশকেক                Μπισκέκ
87                      ماسيرو                  মাসেরু                Μαζέρου
88                أنتاناناريفو           আন্তানানারিভো           Ανταναναρίβο
89                        كيتو                   কিতো                   Κίτο
90                   سان خوسيه              স্যান হোসে               Σαν Χοσέ
91                 سان سلفادور            সান সালভাদর           Σαν Σαλβαδόρ
92                    كينغستون                 কিংস্টন              Κίνγκστον
93                     انجمينا               এনজামেনা               Ντζαμένα
94                      مالابو                  মালাবু                Μαλάμπο
95                       أسمرة                 আসমারা                 Ασμάρα
96                        زغرب                 জাগরেব               Ζάγκρεμπ
97                       تالين                  তালিন                  Τάλιν
98                    ليلونغوي                লিলোঙ্গুই             Λιλόνγκουε
99           غواتيمالا العاصمة         গুয়াতেমালা নগরী   πόλη της Γουατεμάλας
100                    ليبرفيل                লিব্রভিল              Λιμπρεβίλ
101                       سوفا                    সুভা                  Σούβα
102                 فالبارايسو             ভালপারাইসো             Βαλπαραΐσο
103                    نواكشوط                নুওয়াকশুত               Νουακσότ
104                     باماكو                 বামাকো                Μπαμακό
105                      بيروت                   বৈরুত                Βηρυτός
106                     تبليسي               তিবিলিসি                Τιφλίδα
107                  نور سلطان               নুর-সুলতান            Νουρσουλτάν
108                   فيينتيان             ভিয়েনতিয়েন               Βιεντιάν
109                   برازافيل               ব্রাজাভিল              Μπραζαβίλ
110                    كوناكري                কোনাক্রি                Κονακρί
111                  ياموسوكرو               ইয়ামুসুক্রো           Γιαμουσουκρό
112                     أوتاوا                  অটোয়া                 Οττάβα
113                     بلغراد                বেলগ্রেড              Βελιγράδι
114            بندر سري بكاوان     বন্দর সেরি বেগাওয়ান Μπαντάρ Σερί Μπεγκαβάν
115                      سوكري                   সুক্রে                 Σούκρε
116                    بلموبان               বেলমোপান              Μπελμοπάν
117                      بانغي                  বাঙ্গুই                Μπανγκί
118                     ياوندي                ইয়াউন্দে               Γιαουντέ
119                     تيرانا                 তিরানা                 Τίρανα
120                     يريفان               ইয়েরেভান                Γερεβάν
121                       باكو                    বাকু                 Μπακού
122                   بنوم بنه                  নমপেন               Πνομ Πεν
123                      لاباز                 লা পাজ                 Λα Παζ
124                     كوتونو                 কোটোনো                Κοτονού
125                      صوفيا                  সফিয়া                  Σόφια
126                      مينسك                  মিন্স্ক                  Μινσκ
127                      تيمفو                   থিম্ফু                 Τιμπού
128                    غابورون               গ্যাবোরোন             Γκαμπορόνε
129                     كانبرا               ক্যানবেরা                Καμπέρα
130                   واغادوغو                ওয়াগাদুগু         Ουαγκαντουγκού
131                    سراييفو               সারায়েভো              Σαράγιεβο
132                   نايبيداو                 নেপিডো                Νέπιντο
133                 نوكو ألوفا               নুকুয়ালোফা            Νουκουαλόφα
134                     هرجيسا               হারগেইসা              Χαργκέισα
135                   فيكتوريا              ভিক্তোরিয়া               Βικτώρια
136                   ساو تومي                সাও তমে               Σάο Τομέ
137                       أبيا                  আপিয়া                   Απία
138                     فاليتا               ভাল্লেত্তা                 Βαλέτα
139                      ماليه                   মালে                   Μαλέ
140                      القدس               জেরুসালেম             Ιερουσαλήμ
141                      برايا                 প্রাইয়া                  Πράια
142                      ناساو                  নাসাউ                Νασσάου
143                    نيقوسيا               নিকোসিয়া               Λευκωσία
144                  ويلينغتون               ওয়েলিংটন           Ουέλλινγκτον
145                      هانوي                  হ্যানয়                   Ανόι
146                      أنقرة                 আঙ্কারা                 Άγκυρα
147                    بودابست                বুদাপেস্ট             Βουδαπέστη
148                      صنعاء                   সানা                  Σαναά
149                    بوخارست                বুখারেস্ট            Βουκουρέστι
150                       دمشق                 দামেস্ক               Δαμασκός
151                     لشبونة                  লিসবন               Λισαβόνα
152                    الخرطوم                  খার্তুম                Χαρτούμ
153                      أوسلو                   অসলো                   Όσλο
154                      وارسو                  ওয়ারশ               Βαρσοβία
155                  بيونغيانغ              পিয়ং ইয়াং             Πιονγιάνγκ
156                 دار السلام             দারুস সালাম          Νταρ ες Σαλάμ
157                       دبلن                 ডাবলিন               Δουβλίνο
158                   مونروفيا               মনরোভিয়া               Μονρόβια
159                 كوالالمبور             কুয়ালালামপুর        Κουάλα Λουμπούρ
160                     هافانا                 হাভানা                  Αβάνα
161                       براغ                   প্রাগ                  Πράγα
162               مدينة الكويت              কুয়েত সিটি                Κουβέιτ
163              سانتو دومينغو          সান্তো দোমিঙ্গো         Σάντο Ντομίγκο
164                       أكرا                   আক্রা                  Άκκρα
165                     طرابلس                ত্রিপোলি                Τρίπολη
166                    تل أبيب               তেল আবিব               Τελ Αβίβ
167                     هلسنكي               হেলসিঙ্কি                Ελσίνκι
168                   كوبنهاغن             কোপেনহেগেন              Κοπεγχάγη
169                    أبيدجان                 আবিজান               Αμπιτζάν
170                   برازيليا              ব্রাসিলিয়া              Μπραζίλια
171               مدينة بروكسل                ব্রাসেলস              Βρυξέλλες
172                        دكا                   ঢাকা                  Ντάκα
173                     لواندا                 লুয়ান্ডা                Λουάντα
174                    الجزائر               আলজিয়ার্স                 Αλγέρι
175                     يانغون                 ইয়াঙ্গুন               Γιανγκόν
176              سان فرانسيسكو          সান ফ্রান্সিস্কো          Σαν Φρανσίσκο
177                       دنفر                 ডেনভার                Ντένβερ
178                     هيوستن                 হিউস্টন               Χιούστον
179                      ميامي                 মায়ামি                 Μαϊάμι
180                    أتلانتا                আটলান্টা                Ατλάντα
181                     شيكاغو                 শিকাগো                 Σικάγο
182                    كاراكاس                কারাকাস                Καράκας
183                       كييف                  কিয়েভ                  Κίεβο
184                        دبي                   দুবাই               Ντουμπάι
185                      طشقند                 তাশখন্দ               Τασκένδη
186                      مدريد                 মাদ্রিদ                Μαδρίτη
187                       جنيف                 জেনেভা                 Γενεύη
188                   ستوكهولم                 স্টকহোম              Στοκχόλμη
189                     بانكوك                 ব্যাংকক               Μπανγκόκ
190                       ليما                   লিমা                   Λίμα
191                      داكار                  ডাকার                 Ντακάρ
192                  جوهانسبرغ            জোহানেসবার্গ        Γιοχάνεσμπουργκ
193                   أمستردام              আমস্টারডাম             Άμστερνταμ
194              الدار البيضاء             কাসাব্লাঙ্কা            Καζαμπλάνκα
195                        سول                   সিউল                  Σεούλ
196                     مانيلا                ম্যানিলা                 Μανίλα
197                    مونتيري              মোন্তেররেই              Μοντερρέι
198                      برلين                 বার্লিন               Βερολίνο
199                   أورومتشي                  উরুমচি               Ουρούμκι
200                     تشنغدو                   ছেংতু              Τσενγκτού
201                     أوساكا                  ওসাকা                  Οσάκα
202                    كينشاسا                কিনশাসা                Κινσασά
203                    نيودلهي              নতুন দিল্লি              Νέο Δελχί
204                    بنغالور                বেঙ্গালুরু             Μπανγκαλόρ
205                      أثينا                অ্যাথেন্স                  Αθήνα
206                      بغداد                 বাগদাদ                Βαγδάτη
207                 أديس أبابا            আদ্দিস আবাবা          Αντίς Αμπέμπα
208                      طهران                 তেহরান               Τεχεράνη
209                    فانكوفر               ভ্যানকুভার              Βανκούβερ
210                    تورونتو                  টরন্টো                Τορόντο
211                 بوينس آيرس           বুয়েনোস আইরেস         Μπουένος Άιρες
212                       كابل                   কাবুল                Καμπούλ
213                      فيينا                 ভিয়েনা                 Βιέννη
214                     ملبورن                মেলবোর্ন              Μελβούρνη
215                     تايبيه                  তাইপে                 Ταϊπέι
216                    أوكلاند                অকল্যান্ড                 Ώκλαντ
217                 لوس أنجلوس           লস অ্যাঞ্জেলেস           Λος Άντζελες
218                     واشنطن               ওয়াশিংটন            Ουάσινγκτον
219                    نيويورك           নিউ ইয়র্ক শহর              Νέα Υόρκη
220                       لندن                   লন্ডন                Λονδίνο
221                    إسطنبول                ইস্তাম্বুল       Κωνσταντινούπολη
222                     الرياض                  রিয়াদ                  Ριάντ
223                   كيب تاون               কেপ টাউন             Κέιπ Τάουν
224                      موسكو                   মস্কো                  Μόσχα
225               مدينة مكسيكو           মেক্সিকো সিটি       Πόλη του Μεξικού
226                      لاغوس                  লেগোস                  Λάγος
227                       روما                    রোম                   Ρώμη
228                       بكين                 বেইজিং                 Πεκίνο
229                     نيروبي                নাইরোবি               Ναϊρόμπι
230                     جاكرتا                জাকার্তা               Τζακάρτα
231                     بوغوتا                 বোগোতা               Μπογκοτά
232                    القاهرة                  কায়রো                  Κάιρο
233                    شانغهاي                 সাংহাই                 Σαγκάη
234                      طوكيو                  টোকিও                  Τόκιο
235                     مومباي                   মুম্বই                Μουμπάι
236                      باريس                 প্যারিস                 Παρίσι
237                   سانتياغو              সান্তিয়াগো               Σαντιάγο
238                      كلكتا                 কলকাতা               Καλκούτα
239              ريو دي جانيرو          রিউ দি জানেইরু       Ρίο ντε Τζανέιρο
240                  ساو باولو              সাও পাওলো              Σάο Πάολο
241                      سيدني                  সিডনি                 Σίδνεϊ
242                   سنغافورة                সিঙ্গাপুর             Σιγκαπούρη
243                  هونغ كونغ                   হংকং            Χονγκ Κονγκ
                NAME_HI                       NAME_HU                   NAME_ID
1             वैटिकन नगर                       Vatikán                   Vatikan
2         सैन मारिनो नगर                    San Marino                San Marino
3                  वादुज़                         Vaduz                     Vaduz
4                लोबम्बा                       Lobamba                   Lobamba
5           लक्ज़मबर्ग नगर                    Luxembourg                Luksemburg
6               पेलिकियर                       Palikir                   Palikir
7                 माजुरो                        Majuro                    Majuro
8                फुनाफुति                      Funafuti                  Funafuti
9               मेलेकियोक                      Melekeok                  Melekeok
10              बीर लहलू                    Bir Lehlou                Bir Lehlou
11                मोनैको                        Monaco                    Monako
12          दक्षिण तरावा                  South Tarawa            Tarawa Selatan
13               मोरोनी                        Moroni                    Moroni
14        अण्डोरा ला वेला              Andorra la Vella          Andorra la Vella
15          पोर्ट ऑफ स्पेन                 Port of Spain             Port of Spain
16               किगाली                        Kigali                    Kigali
17                बाबाने                       Mbabane                   Mbabane
18                  जुबा                          Juba                      Juba
19                   हेग                          Hága                  Den Haag
20             लुब्लियाना                     Ljubljana                 Ljubljana
21           ब्रातिस्लावा                       Pozsony                Bratislava
22                 दोहा                          Doha                      Doha
23           पॉडगिरिट्सा                     Podgorica                 Podgorica
24  श्री जयवर्धनेपुरा कोट्टी Szrí Dzsajavardhanapura Kótté Sri Jayawardenapura Kotte
25               बागियो                        Baguio                    Baguio
26               दोदोमा                        Dodoma                    Dodoma
27                  बर्न                          Bern                      Bern
28                  लायूं                      Laâyoune                  El Aaiún
29             प्रिस्टिना                      Pristina                  Pristina
30                रोसीयू                        Roseau                    Roseau
31                जिबूटी                      Dzsibuti                  Djibouti
32                पुत्रजय                     Putrajaya                 Putrajaya
33                क्योतो                         Kiotó                     Kyoto
34                बाञ्जुल                        Banjul                    Banjul
35               स्कोपिये                       Szkopje                    Skopje
36             ब्रिजटाउन                    Bridgetown                Bridgetown
37           पोर्टो-नोवो                    Porto Novo                Porto-Novo
38               बुजुम्बुरा                     Bujumbura                 Bujumbura
39             किंग्सटाउन                     Kingstown                 Kingstown
40               कैस्ट्रीज                      Castries                  Castries
41               बासेटेयर                    Basseterre                Basseterre
42              पोर्ट लुई                    Port Louis                Port Louis
43              सेंट जॉर्ज                  St. George’s              St. George's
44                मनामा                        Manáma                Al-Manamah
45               सेंटजॉन्स                    St. John’s                St. John's
46           मोण्टेवीडियो                    Montevideo                Montevideo
47                  लोमे                          Lomé                      Lomé
48                 तूनिस                        Tunisz                     Tunis
49              अबू धाबी                     Abu-Dzabi                 Abu Dhabi
50              अश्क़ाबाद                       Aşgabat                  Ashgabat
51                लुसाका                        Lusaka                    Lusaka
52                 हरारे                        Harare                    Harare
53                 दिली                          Dili                      Dili
54            पोर्ट विला                     Port Vila                 Port Vila
55            टेगुसिगाल्पा                   Tegucigalpa               Tegucigalpa
56             जॉर्जटाउन                    Georgetown                Georgetown
57              रेक्जाविक                     Reykjavík                 Reykjavík
58          पोर्ट-ऑ-प्रिंस                Port-au-Prince            Port-au-Prince
59               कम्पाला                       Kampala                   Kampala
60            पारामरिबो                    Paramaribo                Paramaribo
61               नियामी                        Niamey                    Niamey
62                दुशान्बे                       Dusanbe                  Dushanbe
63             असुन्सियोन                      Asunción                  Asunción
64                मनागुआ                       Managua                   Managua
65              फ़्रीटाउन                      Freetown                  Freetown
66            इस्लामाबाद                    Iszlámábád                 Islamabad
67               काठमांडू                      Katmandu                 Kathmandu
68             ब्लूमफ़ोनटेन                  Bloemfontein              Bloemfontein
69            प्रिटोरिया                      Pretoria                  Pretoria
70          पोर्ट मोरेस्बी                  Port Moresby              Port Moresby
71              होनिअरा                       Honiara                   Honiara
72           पनामा सिटी                   Panamaváros               Kota Panama
73                 रबात                         Rabat                     Rabat
74              चिशिनाउ                      Chișinău                  Kishinev
75                 मपूटो                        Maputo                    Maputo
76              मोगादीशू                     Mogadishu                 Mogadishu
77                 मस्कट                       Maszkat                    Muskat
78                कोलंबो                       Colombo                   Kolombo
79            उलान बतोर                     Ulánbátor                Ulan Bator
80               विंडहोक                      Windhoek                  Windhoek
81                 अबुजा                         Abuja                     Abuja
82                बिसाउ                        Bissau                    Bissau
83                अम्मान                         Ammán                     Amman
84                विल्नुस                       Vilnius                   Vilnius
85                 रीगा                          Riga                      Riga
86                बिश्केक                        Biskek                   Bishkek
87                 मासेरु                        Maseru                    Maseru
88           अन्टाननरीवो                  Antananarivo              Antananarivo
89                क्वीटो                         Quito                     Quito
90              सान होज़े                      San José                  San José
91         सान-साल्वाडोर                  San Salvador              San Salvador
92               किंग्सटन                      Kingston                  Kingston
93              अन जमेना                     N’Djamena                 N'Djamena
94                मलाबो                        Malabo                    Malabo
95               अस्मारा                       Aszmara                    Asmara
96                ज़ाग्रेब                        Zágráb                    Zagreb
97               ताल्लिन                       Tallinn                   Tallinn
98               लिलोंगवे                      Lilongwe                  Lilongwe
99         ग्वाटेमाला नगर                Guatemalaváros            Kota Guatemala
100             लिब्रेविले                    Libreville                Libreville
101                 सुवा                          Suva                      Suva
102          वालपाराईसो                    Valparaíso                Valparaíso
103              नुआकशोत                    Nouakchott                Nouakchott
104               बमाको                        Bamako                    Bamako
105                बेयरूत                        Bejrút                    Beirut
106             तिब्लिसी                      Tbiliszi                   Tbilisi
107             नूर्सुल्तान                   Nur-Szultan                Nur-Sultan
108               व्यिंचन                      Vientián                 Vientiane
109            ब्राजाविल                   Brazzaville               Brazzaville
110             कोनाक्री                       Conakry                   Conakry
111             यामूसूक्रो                  Yamoussoukro              Yamoussoukro
112               ओटावा                        Ottawa                    Ottawa
113               बॅलग्रेड                       Belgrád                   Beograd
114      बंदर सेरी बेगावान           Bandar Seri Begawan       Bandar Seri Begawan
115                 सूक्रे                         Sucre                     Sucre
116             बेल्मोपान                      Belmopan                  Belmopan
117                 बैंगुई                        Bangui                    Bangui
118               याउन्दे                       Yaoundé                   Yaoundé
119              तिराना                        Tirana                    Tirana
120               येरवान                       Jereván                   Yerevan
121                 बाकू                          Baku                      Baku
122              नामपेन्ह                      Phnompen                Phnom Penh
123              ला पास                        La Paz                    La Paz
124             कोटोनाउ                       Cotonou                   Cotonou
125              सोफिया                        Szófia                     Sofia
126               मिन्स्क                        Minszk                     Minsk
127                थिम्फू                         Timpu                   Thimphu
128             गोबोर्नी                      Gaborone                  Gaborone
129               कैनबरा                      Canberra                  Canberra
130               ऊगाडूगू                   Ouagadougou               Ouagadougou
131             साराजेवो                     Szarajevó                  Sarajevo
132            नाएप्यीडॉ                       Nepjida                 Naypyidaw
133             नुकुअलोफ़ा                    Nukuʻalofa                Nukuʻalofa
134              हरगीसा                      Hargeisa                  Hargeisa
135           विक्टोरिया                      Victoria                  Victoria
136              सो टोमे                      São Tomé                  São Tomé
137               आपिया                          Apia                      Apia
138                वैलेटा                      Valletta                  Valletta
139                 माले                          Malé                      Malé
140               यरुशलम                    Jeruzsálem                 Yerusalem
141                प्राये                         Praia                     Praia
142               नासाउ                        Nassau                    Nassau
143            निकोसिया                       Nicosia                   Nikosia
144              वेलिंग्टन                    Wellington                Wellington
145                हनोई                         Hanoi                     Hanoi
146               अंकारा                        Ankara                    Ankara
147              बुडापेस्ट                      Budapest                  Budapest
148                साना                        Szanaa                    Sana'a
149              बुखारेस्ट                      Bukarest                   Bukares
150               दमिश्क                    Damaszkusz                  Damaskus
151               लिस्बन                     Lisszabon                    Lisboa
152               खार्तूम                        Kartúm                  Khartoum
153                ओस्लो                          Oslo                      Oslo
154               वारसॉ                         Varsó                   Warsawa
155             प्योंगयांग                       Phenjan                 Pyongyang
156         दार अस सलाम                 Dar es-Salaam             Dar es Salaam
157               डबलिन                        Dublin                    Dublin
158           मोनरोविया                      Monrovia                  Monrovia
159            कुआलालम्पुर                  Kuala Lumpur              Kuala Lumpur
160               हवाना                       Havanna                    Havana
161                प्राग                         Prága                     Praha
162             कुवैत नगर                   Kuvaitváros               Kuwait City
163          सेंटो डोमिंगो                 Santo Domingo             Santo Domingo
164                अक्रा                         Accra                     Accra
165             ताराबूलस                       Tripoli                   Tripoli
166             तेल अविव                      Tel-Aviv                  Tel Aviv
167              हेलसिंकी                      Helsinki                  Helsinki
168             कोपनहेगन                    Koppenhága                Kopenhagen
169             आबिदजान                       Abidjan                   Abidjan
170           ब्रासीलिया                 Brazíliaváros                  Brasília
171               ब्रसेल्स                      Brüsszel                   Brussel
172                ढाका                         Dakka                     Dhaka
173               लुआण्डा                        Luanda                    Luanda
174             अल्जीयर्स                         Algír                     Aljir
175                यांगून                        Rangun                    Yangon
176         सैन फ्रांसिस्को                 San Francisco             San Francisco
177                डॅनवर                        Denver                    Denver
178               ह्युस्टन                       Houston                   Houston
179              मियामी                         Miami                     Miami
180              एटलांटा                       Atlanta                   Atlanta
181              शिकागो                       Chicago                   Chicago
182             काराकास                       Caracas                   Caracas
183                 कीव                         Kijev                      Kiev
184                 दुबई                         Dubaj                     Dubai
185              ताशकन्द                       Taskent                  Tashkent
186               मद्रिद                        Madrid                    Madrid
187               जिनेवा                          Genf                    Jenewa
188             स्टॉकहोम                     Stockholm                 Stockholm
189                बैंकॉक                       Bangkok                   Bangkok
190                लीमा                          Lima                      Lima
191                डकार                         Dakar                     Dakar
192          जोहानिसबर्ग                  Johannesburg              Johannesburg
193             ऐम्स्टर्डैम                    Amszterdam                 Amsterdam
194           कासाब्लांका                    Casablanca                Casablanca
195               सियोल                         Szöul                     Seoul
196               मनीला                        Manila                    Manila
197                मोंटेरे                     Monterrey                 Monterrey
198               बर्लिन                        Berlin                    Berlin
199               उरुमची                       Ürümcsi                    Ürümqi
200                 चेंगदू                       Csengtu                   Chengdu
201               ओसाका                        Oszaka                     Osaka
202             किन्शासा                      Kinshasa                  Kinshasa
203            नई दिल्ली                      Új-Delhi                 New Delhi
204               बंगलौर                     Bengaluru                 Bengaluru
205                 एथेंस                         Athén                    Athena
206               बग़दाद                        Bagdad                    Bagdad
207          अदीस अबाबा                  Addisz-Abeba               Addis Ababa
208               तेहरान                       Teherán                   Teheran
209                वैंकूवर                     Vancouver                 Vancouver
210              टोरण्टो                       Toronto                   Toronto
211           ब्यूनस आयर्स                  Buenos Aires              Buenos Aires
212                काबुल                         Kabul                     Kabul
213               वियना                          Bécs                      Wina
214              मेलबॉर्न                     Melbourne                 Melbourne
215                ताइपे                        Tajpej               Kota Taipei
216               ऑक्लैण्ड                      Auckland                  Auckland
217           लॉस एंजेलिस                   Los Angeles               Los Angeles
218     वॉशिंगटन डी॰ सी॰                    Washington                Washington
219          न्यूयॉर्क नगर                      New York             New York City
220                 लंदन                        London                    London
221              इस्तांबुल                     Isztambul                  Istanbul
222               रियाद                         Rijád                    Riyadh
223             केप टाउन                      Fokváros                 Cape Town
224               मास्को                       Moszkva                    Moskwa
225          मेक्सिको नगर                   Mexikóváros              Kota Meksiko
226               लागोस                         Lagos                     Lagos
227                 रोम                          Róma                      Roma
228               बीजिंग                        Peking                   Beijing
229               नैरोबी                       Nairobi                   Nairobi
230              जकार्ता                       Jakarta                   Jakarta
231              बोगोटा                        Bogotá                    Bogotá
232              काहिरा                         Kairó                     Kairo
233                शंघाई                       Sanghaj                  Shanghai
234               टोक्यो                         Tokió                     Tokyo
235                मुम्बई                        Mumbai                    Mumbai
236                पैरिस                        Párizs                     Paris
237            सेण्टियागो             Santiago de Chile         Santiago de Chile
238             कोलकाता                       Kolkata                   Kolkata
239        रियो डि जेनेरो                Rio de Janeiro            Rio de Janeiro
240           साओ पाउलो                     São Paulo                 São Paulo
241               सिडनी                        Sydney                    Sydney
242              सिंगापुर                     Szingapúr                 Singapura
243              हांगकांग                      Hongkong                 Hong Kong
                      NAME_IT                      NAME_JA
1          Città del Vaticano                     バチカン
2         Città di San Marino                 サンマリノ市
3                       Vaduz                 ファドゥーツ
4                     Lobamba                     ロバンバ
5                 Lussemburgo             ルクセンブルク市
6                     Palikir                   パリキール
7                      Majuro                     マジュロ
8                    Funafuti                 フナフティ島
9                    Melekeok                 マルキョク州
10                  Bir Lehlu               ビル・ラルフー
11       Principato di Monaco                       モナコ
12                 Tarawa Sud               サウス・タラワ
13                     Moroni                       モロニ
14           Andorra la Vella         アンドラ・ラ・ベリャ
15              Port of Spain           ポートオブスペイン
16                     Kigali                       キガリ
17                    Mbabane                   ムババーネ
18                      Giuba                       ジュバ
19                      L'Aia                       ハーグ
20                    Lubiana                 リュブリャナ
21                 Bratislava               ブラチスラヴァ
22                       Doha                       ドーハ
23                  Podgorica                 ポドゴリツァ
24  Sri Jayawardenapura Kotte スリジャヤワルダナプラコッテ
25                     Baguio                       バギオ
26                     Dodoma                       ドドマ
27                      Berna                       ベルン
28                    El Ayun                     アイウン
29                   Pristina               プリシュティナ
30                     Roseau                       ロゾー
31                     Gibuti                     ジブチ市
32                  Putrajaya                 プトラジャヤ
33                      Kyoto                       京都市
34                     Banjul                 バンジュール
35                     Skopje                     スコピエ
36                 Bridgetown               ブリッジタウン
37                 Porto-Novo                   ポルトノボ
38                  Bujumbura                 ブジュンブラ
39                  Kingstown               キングスタウン
40                   Castries                 カストリーズ
41                 Basseterre                   バセテール
42                 Port Louis                 ポートルイス
43             Saint George's             セントジョージズ
44                     Manama                     マナーマ
45               Saint John's               セントジョンズ
46                 Montevideo                 モンテビデオ
47                       Lomé                         ロメ
48                     Tunisi                     チュニス
49                  Abu Dhabi                     アブダビ
50                    Aşgabat                 アシガバート
51                     Lusaka                       ルサカ
52                     Harare                       ハラレ
53                       Dili                       ディリ
54                  Port Vila                   ポートビラ
55                Tegucigalpa                 テグシガルパ
56                 Georgetown               ジョージタウン
57                  Reykjavík             レイキャヴィーク
58             Port-au-Prince             ポルトープランス
59                    Kampala                     カンパラ
60                 Paramaribo                   パラマリボ
61                     Niamey                       ニアメ
62                    Dušanbe                 ドゥシャンベ
63                   Asunción                 アスンシオン
64                    Managua                     マナグア
65                   Freetown                 フリータウン
66                  Islamabad               イスラマバード
67                   Katmandu                   カトマンズ
68               Bloemfontein         ブルームフォンテーン
69                   Pretoria                   プレトリア
70               Port Moresby             ポートモレスビー
71                    Honiara                     ホニアラ
72                     Panama                     パナマ市
73                      Rabat                       ラバト
74                   Chișinău                     キシナウ
75                     Maputo                       マプト
76                 Mogadiscio                 モガディシュ
77                    Mascate                   マスカット
78                    Colombo                     コロンボ
79                 Ulan Bator               ウランバートル
80                   Windhoek               ウィントフック
81                      Abuja                     アブジャ
82                     Bissau                       ビサウ
83                      Amman                     アンマン
84                    Vilnius                 ヴィリニュス
85                       Riga                         リガ
86                     Biškek                   ビシュケク
87                     Maseru                       マセル
88               Antananarivo               アンタナナリボ
89                      Quito                         キト
90                   San José                     サンホセ
91               San Salvador               サンサルバドル
92                   Kingston                 キングストン
93                  N’Djamena                   ンジャメナ
94                     Malabo                       マラボ
95                     Asmara                     アスマラ
96                   Zagabria                     ザグレブ
97                    Tallinn                       タリン
98                   Lilongwe                 リロングウェ
99        Città del Guatemala             グアテマラシティ
100                Libreville               リーブルヴィル
101                      Suva                         スバ
102                Valparaíso                 バルパライソ
103                Nouakchott               ヌアクショット
104                    Bamako                       バマコ
105                    Beirut                   ベイルート
106                   Tbilisi                     トビリシ
107                Nur-Sultan                ヌル-スルタン
108                 Vientiane               ヴィエンチャン
109               Brazzaville                 ブラザヴィル
110                   Conakry                     コナクリ
111              Yamoussoukro                   ヤムスクロ
112                    Ottawa                       オタワ
113                  Belgrado                 ベオグラード
114       Bandar Seri Begawan         バンダルスリブガワン
115                     Sucre                       スクレ
116                  Belmopan                   ベルモパン
117                    Bangui                       バンギ
118                   Yaoundé                     ヤウンデ
119                    Tirana                     ティラナ
120                    Erevan                     エレバン
121                      Baku                       バクー
122                Phnom Penh                   プノンペン
123                    La Paz                       ラパス
124                   Cotonou                     コトヌー
125                     Sofia                     ソフィア
126                     Minsk                     ミンスク
127                   Thimphu                   ティンプー
128                  Gaborone                   ハボローネ
129                  Canberra                   キャンベラ
130               Ouagadougou                 ワガドゥグー
131                  Sarajevo                   サラエヴォ
132                 Naypyidaw                     ネピドー
133                Nukuʻalofa                 ヌクアロファ
134                 Hargheisa                   ハルゲイサ
135                  Victoria                 ヴィクトリア
136                  São Tomé                     サントメ
137                      Apia                       アピア
138               La Valletta                     バレッタ
139                      Male                         マレ
140               Gerusalemme                   エルサレム
141                     Praia                     プライア
142                    Nassau                     ナッソー
143                   Nicosia                     ニコシア
144                Wellington                 ウェリントン
145                     Hanoi                       ハノイ
146                    Ankara                     アンカラ
147                  Budapest                   ブダペスト
148                    Sana'a                       サヌア
149                  Bucarest                   ブカレスト
150                   Damasco                   ダマスカス
151                   Lisbona                     リスボン
152                   Khartum                   ハルツーム
153                      Oslo                       オスロ
154                  Varsavia                   ワルシャワ
155                 Pyongyang                         平壌
156             Dar es Salaam             ダルエスサラーム
157                   Dublino                     ダブリン
158                  Monrovia                   モンロビア
159              Kuala Lumpur             クアラルンプール
160                   L'Avana                       ハバナ
161                     Praga                       プラハ
162                 Al Kuwait                 クウェート市
163             Santo Domingo               サントドミンゴ
164                     Accra                       アクラ
165                   Tripoli                     トリポリ
166                  Tel Aviv                   テルアビブ
167                  Helsinki                   ヘルシンキ
168                Copenaghen               コペンハーゲン
169                   Abidjan                   アビジャン
170                  Brasilia                   ブラジリア
171                 Bruxelles         ブリュッセル=ヴィル
172                     Dacca                       ダッカ
173                    Luanda                     ルアンダ
174                    Algeri                     アルジェ
175                    Yangon                     ヤンゴン
176             San Francisco             サンフランシスコ
177                    Denver                   デンヴァー
178                   Houston                 ヒューストン
179                     Miami                     マイアミ
180                   Atlanta                   アトランタ
181                   Chicago                       シカゴ
182                   Caracas                     カラカス
183                      Kiev                       キエフ
184                     Dubai                       ドバイ
185                  Tashkent                 タシュケント
186                    Madrid                   マドリード
187                   Ginevra                   ジュネーヴ
188                 Stoccolma               ストックホルム
189                   Bangkok                     バンコク
190                      Lima                         リマ
191                     Dakar                     ダカール
192              Johannesburg               ヨハネスブルグ
193                 Amsterdam               アムステルダム
194                Casablanca                 カサブランカ
195                      Seul                 ソウル特別市
196                    Manila                       マニラ
197                 Monterrey                   モンテレイ
198                   Berlino                     ベルリン
199                    Ürümqi                   ウルムチ市
200                   Chengdu                       成都市
201                     Osaka                       大阪市
202                  Kinshasa                   キンシャサ
203               Nuova Delhi                 ニューデリー
204                 Bangalore                 バンガロール
205                     Atene                       アテネ
206                   Baghdad                   バグダード
207               Addis Abeba               アディスアベバ
208                   Teheran                     テヘラン
209                 Vancouver                 バンクーバー
210                   Toronto                     トロント
211              Buenos Aires             ブエノスアイレス
212                     Kabul                     カーブル
213                    Vienna                     ウィーン
214                 Melbourne                   メルボルン
215                    Taipei                       台北市
216                  Auckland                 オークランド
217               Los Angeles                 ロサンゼルス
218                Washington               ワシントンD.C.
219                  New York                 ニューヨーク
220                    Londra                     ロンドン
221                  Istanbul               イスタンブール
222                      Riad                       リヤド
223            Città del Capo                 ケープタウン
224                     Mosca                     モスクワ
225         Città del Messico               メキシコシティ
226                     Lagos                       ラゴス
227                      Roma                       ローマ
228                   Pechino                       北京市
229                   Nairobi                     ナイロビ
230                  Giacarta                   ジャカルタ
231                    Bogotà                       ボゴタ
232                  Il Cairo                       カイロ
233                  Shanghai                       上海市
234                     Tokyo                       東京都
235                    Mumbai                     ムンバイ
236                    Parigi                         パリ
237         Santiago del Cile                 サンティアゴ
238                  Calcutta                     コルカタ
239            Rio de Janeiro             リオデジャネイロ
240                 San Paolo                   サンパウロ
241                    Sydney                     シドニー
242                 Singapore                 シンガポール
243                 Hong Kong                         香港
                     NAME_KO                   NAME_NL
1                바티칸 시국              Vaticaanstad
2                   산마리노                San Marino
3                     파두츠                     Vaduz
4                     로밤바                   Lobamba
5                 룩셈부르크                 Luxemburg
6                   팔리키르                   Palikir
7                     마주로                    Majuro
8                   푸나푸티                  Funafuti
9                 멜레케오크                  Melekeok
10                비르레흘루                Bir Lehlou
11                    모나코                    Monaco
12              사우스타라와               Zuid-Tarawa
13                    모로니                    Moroni
14              안도라라베야          Andorra la Vella
15            포트오브스페인             Port of Spain
16                    키갈리                    Kigali
17                  음바바네                   Mbabane
18                      주바                    Djoeba
19                    헤이그                  Den Haag
20                  류블랴나                 Ljubljana
21              브라티슬라바                Bratislava
22                      도하                      Doha
23                포드고리차                 Podgorica
24  스리자야와르데네푸라코테 Sri Jayewardenapura Kotte
25                    바기오                    Baguio
26                    도도마                    Dodoma
27                      베른                      Bern
28                    엘아윤                  al-Ajoen
29                프리슈티나                  Pristina
30                      로조                    Roseau
31                    지부티                  Djibouti
32                푸트라자야                 Putrajaya
33                    교토시                     Kioto
34                      반줄                    Banjul
35                    스코페                    Skopje
36                브리지타운                Bridgetown
37                포르토노보                Porto-Novo
38                  부줌부라                 Bujumbura
39                  킹스타운                 Kingstown
40                캐스트리스                  Castries
41                  바스테르                Basseterre
42                포트루이스                Port Louis
43              세인트조지스            Saint George's
44                    마나마                    Manama
45                세인트존스              Saint John's
46                몬테비데오                Montevideo
47                      로메                      Lomé
48                    튀니스                     Tunis
49                  아부다비                 Abu Dhabi
50                아시가바트                 Asjchabad
51                    루사카                    Lusaka
52                    하라레                    Harare
53                      딜리                      Dili
54                  포트빌라                 Port Vila
55                테구시갈파               Tegucigalpa
56                  조지타운                Georgetown
57                레이캬비크                 Reykjavik
58              포르토프랭스            Port-au-Prince
59                    캄팔라                   Kampala
60                파라마리보                Paramaribo
61                    니아메                    Niamey
62                    두샨베                 Doesjanbe
63                  아순시온                  Asunción
64                    마나과                   Managua
65                  프리타운                  Freetown
66              이슬라마바드                 Islamabad
67                  카트만두                 Kathmandu
68                블룸폰테인              Bloemfontein
69                프리토리아                  Pretoria
70              포트모르즈비              Port Moresby
71                  호니아라                   Honiara
72                파나마시티               Panama-Stad
73                    라바트                     Rabat
74                  키시너우                  Chisinau
75                    마푸투                    Maputo
76                  모가디슈                 Mogadishu
77                  무스카트                    Masqat
78                    콜롬보                   Colombo
79                울란바토르               Ulaanbaatar
80                  빈트후크                  Windhoek
81                    아부자                     Abuja
82                    비사우                    Bissau
83                      암만                     Amman
84                    빌뉴스                   Vilnius
85                      리가                      Riga
86                  비슈케크                   Bisjkek
87                    마세루                    Maseru
88              안타나나리보              Antananarivo
89                      키토                     Quito
90                    산호세                  San José
91                산살바도르              San Salvador
92                    킹스턴                  Kingston
93                  은자메나                  Ndjamena
94                    말라보                    Malabo
95                  아스마라                    Asmara
96                  자그레브                    Zagreb
97                      탈린                   Tallinn
98                    릴롱궤                  Lilongwe
99             과테말라 시티            Guatemala-Stad
100                 리브르빌                Libreville
101                     수바                      Suva
102               발파라이소                Valparaíso
103                 누악쇼트                Nouakchott
104                   바마코                    Bamako
105                 베이루트                   Beiroet
106                 트빌리시                   Tbilisi
107                 누르술탄                Nur-Sultan
108                 비엔티안                 Vientiane
109                 브라자빌               Brazzaville
110                 코나크리                   Conakry
111               야무수크로              Yamoussoukro
112                   오타와                    Ottawa
113               베오그라드                  Belgrado
114         반다르스리브가완       Bandar Seri Begawan
115                   수크레                     Sucre
116                   벨모판                  Belmopan
117                     방기                    Bangui
118                   야운데                   Yaoundé
119                   티라나                    Tirana
120                   예레반                   Jerevan
121                     바쿠                     Bakoe
122                   프놈펜                Phnom-Penh
123                   라파스                    La Paz
124                   코토누                   Cotonou
125                   소피아                     Sofia
126                   민스크                     Minsk
127                     팀부                   Thimphu
128                 가보로네                  Gaborone
129                   캔버라                  Canberra
130                 와가두구               Ouagadougou
131                 사라예보                  Sarajevo
132                   네피도                 Naypyidaw
133               누쿠알로파                Nuku'alofa
134               하르게이사                  Hargeisa
135                 빅토리아                  Victoria
136                   상투메                  Sao Tomé
137                   아피아                      Apia
138                   발레타                  Valletta
139                     말레                      Malé
140                 예루살렘                 Jeruzalem
141                 프라이아                     Praia
142                     나소                    Nassau
143                 니코시아                   Nicosia
144                   웰링턴                Wellington
145                   하노이                     Hanoi
146                   앙카라                    Ankara
147               부다페스트                 Boedapest
148                     사나                     Sanaa
149               부쿠레슈티                 Boekarest
150               다마스쿠스                  Damascus
151                   리스본                  Lissabon
152                   하르툼                  Khartoem
153                   오슬로                      Oslo
154                 바르샤바                  Warschau
155               평양직할시                 Pyongyang
156             다르에스살람             Dar es Salaam
157                   더블린                    Dublin
158                 몬로비아                  Monrovia
159             쿠알라룸푸르              Kuala Lumpur
160                   아바나                    Havana
161                   프라하                     Praag
162              쿠웨이트 시                   Koeweit
163               산토도밍고             Santo Domingo
164                   아크라                     Accra
165                 트리폴리                   Tripoli
166                 텔아비브                  Tel Aviv
167                   헬싱키                  Helsinki
168                 코펜하겐                Kopenhagen
169                   아비장                   Abidjan
170               브라질리아                  Brasilia
171                브뤼셀 시                   Brussel
172                     다카                     Dhaka
173                   루안다                    Luanda
174                     알제                   Algiers
175                     양곤                   Rangoon
176             샌프란시스코             San Francisco
177                     덴버                    Denver
178                   휴스턴                   Houston
179                 마이애미                     Miami
180                 애틀랜타                   Atlanta
181                   시카고                   Chicago
182                 카라카스                   Caracas
183                   키예프                      Kiev
184                   두바이                     Dubai
185                 타슈켄트                  Tasjkent
186                 마드리드                    Madrid
187                   제네바                    Genève
188                 스톡홀름                 Stockholm
189                     방콕                   Bangkok
190                     리마                      Lima
191                   다카르                     Dakar
192             요하네스버그              Johannesburg
193               암스테르담                 Amsterdam
194               카사블랑카                Casablanca
195               서울특별시                     Seoel
196                   마닐라                   Manilla
197                 몬테레이                 Monterrey
198                   베를린                   Berlijn
199               우루무치시                    Ürümqi
200                   청두시                   Chengdu
201                 오사카시                     Osaka
202                   킨샤사                  Kinshasa
203                   뉴델리                 New Delhi
204                 벵갈루루                 Bangalore
205                   아테네                    Athene
206                 바그다드                    Bagdad
207             아디스아바바               Addis Abeba
208                   테헤란                   Teheran
209                   밴쿠버                 Vancouver
210                   토론토                   Toronto
211         부에노스아이레스              Buenos Aires
212                     카불                     Kabul
213                       빈                     Wenen
214                   멜버른                 Melbourne
215               타이베이시                    Taipei
216                 오클랜드                  Auckland
217             로스앤젤레스               Los Angeles
218              워싱턴 D.C.           Washington D.C.
219                     뉴욕                  New York
220                     런던                    Londen
221                 이스탄불                 Istanboel
222                   리야드                     Riyad
223               케이프타운                  Kaapstad
224                 모스크바                    Moskou
225               멕시코시티               Mexico-Stad
226                   라고스                     Lagos
227                     로마                      Rome
228                 베이징시                    Peking
229                 나이로비                   Nairobi
230                 자카르타                   Jakarta
231                   보고타                    Bogota
232                   카이로                     Caïro
233                 상하이시                  Shanghai
234                   도쿄도                     Tokio
235                   뭄바이                    Bombay
236                     파리                    Parijs
237                 산티아고                  Santiago
238                   콜카타                  Calcutta
239           리우데자네이루            Rio de Janeiro
240                 상파울루                 São Paulo
241                   시드니                    Sydney
242                 싱가포르                 Singapore
243                     홍콩                  Hongkong
                       NAME_PL             NAME_SV                   NAME_TR
1                      Watykan       Vatikanstaten                   Vatikan
2                   San Marino          San Marino                San Marino
3                        Vaduz               Vaduz                     Vaduz
4                      Lobamba             Lobamba                   Lobamba
5                   Luksemburg           Luxemburg                Lüksemburg
6                      Palikir             Palikir                   Palikir
7                       Majuro              Majuro                    Majuro
8                     Funafuti            Funafuti                  Funafuti
9                     Melekeok            Melekeok                  Melekeok
10              Al-Bir al-Hilw          Bir Lehlou                 Bir Lehlu
11                      Monako              Monaco                    Monako
12                South Tarawa        South Tarawa              Güney Tarava
13                      Moroni              Moroni                    Moroni
14                      Andora    Andorra la Vella          Andorra la Vella
15               Port of Spain       Port of Spain             Port of Spain
16                      Kigali              Kigali                    Kigali
17                     Mbabane             Mbabane                   Mbabane
18                       Dżuba                Juba                      Cuba
19                        Haga                Haag                     Lahey
20                     Lublana           Ljubljana                 Ljubljana
21                  Bratysława          Bratislava                Bratislava
22                        Doha                Doha                      Doha
23                   Podgorica           Podgorica                 Podgorica
24  Sri Dźajawardanapura Kotte Sri Jayawardenapura Sri Jayawardenapura-Kotte
25                      Baguio         Baguio City                    Baguio
26                      Dodoma              Dodoma                    Dodoma
27                       Berno                Bern                      Bern
28                     Al-Ujun             al-Ayun                     Layun
29                   Prisztina            Pristina                  Priştine
30                      Roseau              Roseau                    Roseau
31                     Dżibuti            Djibouti                    Cibuti
32                   Putrajaya           Putrajaya                 Putrajaya
33                       Kioto               Kyoto                     Kyoto
34                     Bandżul              Banjul                    Banjul
35                      Skopje              Skopje                     Üsküp
36                  Bridgetown          Bridgetown                Bridgetown
37                  Porto-Novo          Porto-Novo                Porto-Novo
38                   Bużumbura           Bujumbura                 Bujumbura
39                   Kingstown           Kingstown                 Kingstown
40                    Castries            Castries                  Castries
41                  Basseterre          Basseterre                Basseterre
42                  Port Louis          Port Louis                Port Louis
43              Saint George's      Saint George's            Saint George's
44                      Manama              Manama                    Manama
45                Saint John's        Saint John's                St. John's
46                  Montevideo          Montevideo                Montevideo
47                        Lomé                Lomé                      Lomé
48                       Tunis               Tunis                     Tunus
49                    Abu Zabi           Abu Dhabi                  Abu Dabi
50                   Aszchabad           Asjchabad                   Aşkabat
51                      Lusaka              Lusaka                    Lusaka
52                      Harare              Harare                    Harare
53                        Dili                Dili                      Dili
54                   Port Vila           Port Vila                 Port Vila
55                 Tegucigalpa         Tegucigalpa               Tegucigalpa
56                  Georgetown          Georgetown                Georgetown
57                   Reykjavík           Reykjavík                 Reykjavík
58              Port-au-Prince      Port-au-Prince            Port-au-Prince
59                     Kampala             Kampala                   Kampala
60                  Paramaribo          Paramaribo                Paramaribo
61                      Niamey              Niamey                    Niamey
62                    Duszanbe            Dusjanbe                   Duşanbe
63                    Asunción            Asunción                  Asunción
64                     Managua             Managua                   Managua
65                    Freetown            Freetown                  Freetown
66                   Islamabad           Islamabad                 İslamabad
67                    Katmandu            Katmandu                  Katmandu
68                Bloemfontein        Bloemfontein              Bloemfontein
69                    Pretoria            Pretoria                  Pretoria
70                Port Moresby        Port Moresby              Port Moresby
71                     Honiara             Honiara                   Honiara
72                      Panama         Panama City                    Panama
73                       Rabat               Rabat                     Rabat
74                   Kiszyniów            Chișinău                   Kişinev
75                      Maputo              Maputo                    Maputo
76                   Mogadiszu           Mogadishu                  Mogadişu
77                      Maskat              Muskat                    Maskat
78                     Kolombo             Colombo                   Kolombo
79                  Ułan Bator          Ulan Bator                Ulan Batur
80                     Windhuk            Windhoek                  Windhoek
81                      Abudża               Abuja                     Abuja
82                      Bissau              Bissau                    Bissau
83                       Amman               Amman                     Amman
84                       Wilno             Vilnius                   Vilnius
85                        Ryga                Riga                      Riga
86                     Biszkek             Bisjkek                    Bişkek
87                      Maseru              Maseru                    Maseru
88                Antananarywa        Antananarivo              Antananarivo
89                       Quito               Quito                     Quito
90                    San José            San José                  San José
91                San Salvador        San Salvador              San Salvador
92                    Kingston            Kingston                  Kingston
93                    Ndżamena           N'Djamena                 N'Djamena
94                      Malabo              Malabo                    Malabo
95                      Asmara              Asmara                    Asmara
96                     Zagrzeb              Zagreb                    Zagreb
97                     Tallinn             Tallinn                   Tallinn
98                    Lilongwe            Lilongwe                  Lilongwe
99                   Gwatemala      Guatemala City                 Guatemala
100                 Libreville          Libreville                Libreville
101                       Suva                Suva                      Suva
102                 Valparaíso          Valparaíso                Valparaíso
103                  Nawakszut          Nouakchott                   Nuakşot
104                     Bamako              Bamako                    Bamako
105                     Bejrut              Beirut                    Beyrut
106                    Tbilisi             Tbilisi                    Tiflis
107                 Nur-Sułtan          Nur-Sultan                 Nursultan
108                   Wientian           Vientiane                 Vientiane
109                Brazzaville         Brazzaville               Brazzaville
110                    Konakry             Conakry                   Konakri
111                  Jamusukro        Yamoussoukro              Yamoussoukro
112                     Ottawa              Ottawa                    Ottawa
113                    Belgrad             Belgrad                   Belgrad
114        Bandar Seri Begawan Bandar Seri Begawan       Bandar Seri Begavan
115                      Sucre               Sucre                     Sucre
116                   Belmopan            Belmopan                  Belmopán
117                      Bangi              Bangui                    Bangui
118                     Jaunde             Yaoundé                   Yaoundé
119                     Tirana              Tirana                     Tiran
120                     Erywań             Jerevan                    Erivan
121                       Baku                Baku                      Bakü
122                 Phnom Penh          Phnom Penh                Phnom Penh
123                     La Paz              La Paz                    La Paz
124                     Kotonu             Cotonou                   Cotonou
125                      Sofia               Sofia                     Sofya
126                      Mińsk               Minsk                     Minsk
127                    Thimphu             Thimphu                   Thimphu
128                   Gaborone            Gaborone                  Gaborone
129                   Canberra            Canberra                  Canberra
130                   Wagadugu         Ouagadougou               Ouagadougou
131                   Sarajewo            Sarajevo                Saraybosna
132                  Naypyidaw           Naypyidaw                 Naypyidaw
133                 Nukuʻalofa          Nuku'alofa                Nuku'alofa
134                   Hargejsa            Hargeisa                  Hargeisa
135                   Victoria            Victoria                  Victoria
136                   São Tomé            São Tomé                  São Tomé
137                       Apia                Apia                      Apia
138                   Valletta            Valletta                  Valletta
139                       Male                Malé                      Malé
140                 Jerozolima           Jerusalem                     Kudüs
141                      Praia               Praia                     Praia
142                     Nassau              Nassau                    Nassau
143                    Nikozja             Nicosia                   Lefkoşa
144                 Wellington          Wellington                Wellington
145                      Hanoi               Hanoi                     Hanoi
146                     Ankara              Ankara                    Ankara
147                  Budapeszt            Budapest                 Budapeşte
148                       Sana               Sanaa                     San'a
149                  Bukareszt            Bukarest                    Bükreș
150                   Damaszek            Damaskus                       Şam
151                    Lizbona            Lissabon                    Lizbon
152                    Chartum            Khartoum                    Hartum
153                       Oslo                Oslo                      Oslo
154                   Warszawa            Warszawa                   Varşova
155                  Pjongjang           Pyongyang                 Pyongyang
156              Dar es Salaam       Dar es-Salaam                Darüsselam
157                     Dublin              Dublin                    Dublin
158                   Monrovia            Monrovia                  Monrovia
159               Kuala Lumpur        Kuala Lumpur              Kuala Lumpur
160                     Hawana             Havanna                    Havana
161                      Praga                Prag                      Prag
162                     Kuwejt              Kuwait                    Kuveyt
163              Santo Domingo       Santo Domingo             Santo Domingo
164                       Akra               Accra                      Akra
165                   Trypolis             Tripoli                   Trablus
166              Tel Awiw-Jafa            Tel Aviv                  Tel Aviv
167                   Helsinki         Helsingfors                  Helsinki
168                  Kopenhaga           Köpenhamn                  Kopenhag
169                    Abidżan             Abidjan                   Abidjan
170                   Brasília            Brasília                  Brasília
171                   Bruksela             Bryssel                   Brüksel
172                      Dhaka               Dhaka                     Dakka
173                     Luanda              Luanda                    Luanda
174                     Algier               Alger                   Cezayir
175                     Rangun             Rangoon                    Yangon
176              San Francisco       San Francisco             San Francisco
177                     Denver              Denver                    Denver
178                    Houston             Houston                   Houston
179                      Miami               Miami                     Miami
180                    Atlanta             Atlanta                   Atlanta
181                    Chicago             Chicago                    Şikago
182                    Caracas             Caracas                   Caracas
183                      Kijów                Kiev                      Kiev
184                      Dubaj               Dubai                     Dubai
185                   Taszkent            Tasjkent                   Taşkent
186                     Madryt              Madrid                    Madrid
187                     Genewa              Genève                   Cenevre
188                  Sztokholm           Stockholm                 Stockholm
189                    Bangkok             Bangkok                   Bangkok
190                       Lima                Lima                      Lima
191                      Dakar               Dakar                     Dakar
192               Johannesburg        Johannesburg              Johannesburg
193                  Amsterdam           Amsterdam                 Amsterdam
194                 Casablanca          Casablanca                Kazablanka
195                       Seul               Seoul                      Seul
196                     Manila              Manila                    Manila
197                  Monterrey           Monterrey                 Monterrey
198                     Berlin              Berlin                    Berlin
199                    Urumczi              Ürümqi                    Urumçi
200                    Chengdu             Chengdu                    Çengdu
201                      Osaka               Osaka                     Osaka
202                   Kinszasa            Kinshasa                   Kinşasa
203                 Nowe Delhi           New Delhi                Yeni Delhi
204                  Bengaluru           Bangalore                 Bangalore
205                      Ateny                Aten                     Atina
206                     Bagdad              Bagdad                    Bağdat
207                Addis Abeba         Addis Abeba               Addis Ababa
208                    Teheran             Teheran                    Tahran
209                  Vancouver           Vancouver                 Vancouver
210                    Toronto             Toronto                   Toronto
211               Buenos Aires        Buenos Aires              Buenos Aires
212                      Kabul               Kabul                     Kâbil
213                     Wiedeń                Wien                    Viyana
214                  Melbourne           Melbourne                 Melbourne
215                     Tajpej              Taipei                    Taipei
216                   Auckland            Auckland                  Auckland
217                Los Angeles         Los Angeles               Los Angeles
218                 Waszyngton          Washington                Washington
219                  Nowy Jork            New York                  New York
220                     Londyn              London                    Londra
221                    Stambuł            Istanbul                  İstanbul
222                      Rijad              Riyadh                     Riyad
223                   Kapsztad           Kapstaden                 Kap Şehri
224                     Moskwa              Moskva                   Moskova
225                     Meksyk         Mexico City                   Meksiko
226                      Lagos               Lagos                     Lagos
227                       Rzym                 Rom                      Roma
228                      Pekin              Peking                     Pekin
229                    Nairobi             Nairobi                   Nairobi
230                   Dżakarta             Jakarta                   Cakarta
231                     Bogota              Bogotá                    Bogotá
232                       Kair               Kairo                    Kahire
233                   Szanghaj            Shanghai                   Şanghay
234                      Tokio     Tokyo prefektur                     Tokyo
235                     Mumbaj              Bombay                    Mumbai
236                      Paryż               Paris                     Paris
237                   Santiago   Santiago de Chile                  Santiago
238                    Kolkata            Calcutta                   Kalküta
239             Rio de Janeiro      Rio de Janeiro            Rio de Janeiro
240                  São Paulo           São Paulo                 São Paulo
241                     Sydney              Sydney                    Sidney
242                   Singapur           Singapore                  Singapur
243                   Hongkong            Hongkong                 Hong Kong
                      NAME_VI      NE_ID                NAME_FA
1               Thành Vatican 1159127243                واتیکان
2        Thành phố San Marino 1159146051              سن مارینو
3                       Vaduz 1159146061                 فادوتس
4                     Lobamba 1159146343                لوبامبا
5                  Luxembourg 1159146437             لوکزامبورگ
6                     Palikir 1159149061                پالیکیر
7                      Majuro 1159149063                 ماجورو
8                    Funafuti 1159149071               فونافوتی
9                    Melekeok 1159149073                 ملکئوک
10                 Bir Lehlou 1159149075               بئر لحلو
11                     Monaco 1159149077                 موناکو
12                 Nam Tarawa 1159149079          تاراوای جنوبی
13                     Moroni 1159149083                 مورونی
14           Andorra la Vella 1159149089           آندورا لاولا
15              Port of Spain 1159149307          پرت آو اسپاین
16                     Kigali 1159149385                 کیگالی
17                    Mbabane 1159149413                مبابانه
18                       Juba 1159149449                   جوبا
19                   Den Haag 1159149457                   لاهه
20                  Ljubljana 1159149461              لیوبلیانا
21                 Bratislava 1159149463             براتیسلاوا
22                       Doha 1159149469                   دوحه
23                  Podgorica 1159149511             پودگوریتسا
24  Sri Jayawardenepura Kotte 1159149593 سری جایاواردنپورا کوته
25                     Baguio 1159149605                  باگیو
26                     Dodoma 1159149731                 دودوما
27                       Bern 1159149737                    برن
28                   El Aaiún 1159149741                 العیون
29                   Priština 1159149757               پریشتینا
30                     Roseau 1159149847                   روسو
31                   Djibouti 1159149869                 جیبوتی
32                  Putrajaya 1159149883              پوتراجایا
33            Thành phố Kyōto 1159149967                  کیوتو
34                     Banjul 1159149997                 بانجول
35                     Skopje 1159150073                اسکوپیه
36                 Bridgetown 1159150339               بریجتاون
37                 Porto-Novo 1159150345             پورتو نووو
38                  Bujumbura 1159150427              بوجومبورا
39                  Kingstown 1159150431              کینگزتاون
40                   Castries 1159150433                کاستریس
41                 Basseterre 1159150435                 باسهتر
42                 Port Louis 1159150443              پورتلوئیس
43               St. George's 1159150447              سینتجورجس
44                     Manama 1159150451                  منامه
45                 St. John's 1159150457              سینت جانز
46                 Montevideo 1159150469             مونتهویدئو
47                       Lomé 1159150535                   لومه
48                      Tunis 1159150537                   تونس
49                  Abu Dhabi 1159150565                 ابوظبی
50                   Ashgabat 1159150567                عشقآباد
51                     Lusaka 1159150571                 لوساکا
52                     Harare 1159150573                  هراره
53                       Dili 1159150577                   دیلی
54                  Port Vila 1159150579              پورت ویلا
55                Tegucigalpa 1159150583             تگوسیگالپا
56                 Georgetown 1159150585              جورج تاون
57                  Reykjavík 1159150587               ریکیاویک
58             Port-au-Prince 1159150589             پورتو پرنس
59                    Kampala 1159150593                کامپالا
60                 Paramaribo 1159150597             پاراماریبو
61                     Niamey 1159150605                  نیامی
62                   Dushanbe 1159150609                 دوشنبه
63                   Asunción 1159150621               آسونسیون
64                    Managua 1159150623                ماناگوآ
65                   Freetown 1159150625                فریتاون
66                  Islamabad 1159150645              اسلامآباد
67                  Kathmandu 1159150655               کاتماندو
68               Bloemfontein 1159150659              بلومفونتن
69                   Pretoria 1159150661                پرتوریا
70               Port Moresby 1159150663            پورت مورسبی
71                    Honiara 1159150665                هونیارا
72           Thành phố Panama 1159150667             پاناماسیتی
73                      Rabat 1159150673                   رباط
74                   Chișinău 1159150677                کیشیناو
75                     Maputo 1159150683                 ماپوتو
76                  Mogadishu 1159150715               موگادیشو
77                     Muscat 1159150717                   مسقط
78                    Colombo 1159150719                  کلمبو
79                Ulaanbaatar 1159150781             اولانباتور
80                   Windhoek 1159150785                ویندهوک
81                      Abuja 1159150799                  آبوجا
82                     Bissau 1159150803                 بیسائو
83                      Amman 1159150807                   امان
84                    Vilnius 1159150809                ویلنیوس
85                       Riga 1159150811                   ریگا
86                    Bishkek 1159150813                  بیشکک
87                     Maseru 1159150831                  ماسرو
88               Antananarivo 1159150835           آنتاناناریوو
89                      Quito 1159150847                   کیتو
90                   San José 1159150849               سان خوزه
91               San Salvador 1159150853           سان سالوادور
92                   Kingston 1159150855               کینگستون
93                  N'Djamena 1159150863                انجامنا
94                     Malabo 1159150867                 مالابو
95                     Asmara 1159150873                  اسمره
96                     Zagreb 1159150875                  زاگرب
97                    Tallinn 1159150877                  تالین
98                   Lilongwe 1159150907               لیلونگوه
99        Thành phố Guatemala 1159150909           گواتمالاسیتی
100                Libreville 1159150913                لیبرویل
101                      Suva 1159150917                   سووا
102                Valparaíso 1159150931             والپارایزو
103                Nouakchott 1159150943                نوآکشوت
104                    Bamako 1159150945                 باماکو
105                    Beirut 1159150957                  بیروت
106                   Tbilisi 1159150961                  تفلیس
107                Nur-Sultan 1159150965               نورسلطان
108                Viêng Chăn 1159150991                وینتیان
109               Brazzaville 1159150993               برازاویل
110                   Conakry 1159150997                کوناکری
111              Yamoussoukro 1159150999              یاموسوکرو
112                    Ottawa 1159151059                  اتاوا
113                   Beograd 1159151079                 بلگراد
114       Bandar Seri Begawan 1159151083        بندر سری بگاوان
115                     Sucre 1159151095                  سوکره
116                  Belmopan 1159151109                بلموپان
117                    Bangui 1159151111                بانگوئی
118                   Yaoundé 1159151115                یائونده
119                    Tirana 1159151117                 تیرانا
120                   Yerevan 1159151119                 ایروان
121                      Baku 1159151123                   باکو
122                Phnôm Pênh 1159151127                 پنومپن
123                    La Paz 1159151133                  لاپاز
124                   Cotonou 1159151141                 کوتونو
125                     Sofia 1159151147                  صوفیه
126                     Minsk 1159151149                  مینسک
127                   Thimphu 1159151151                  تیمفو
128                  Gaborone 1159151153                گابورون
129                  Canberra 1159151161                 کانبرا
130               Ouagadougou 1159151173              اوآگادوگو
131                  Sarajevo 1159151177                سارایوو
132                 Naypyidaw 1159151179               نایپیداو
133                Nukuʻalofa 1159151187              نوکوآلوفا
134                  Hargeisa 1159151189                 هرجیسا
135                  Victoria 1159151191           پورتویکتوریا
136                  São Tomé 1159151195               سائوتومه
137                      Apia 1159151197                   آپیا
138                  Valletta 1159151199                  والتا
139                      Malé 1159151201                   ماله
140                 Jerusalem 1159151203                اورشلیم
141                     Praia 1159151205                  پرایا
142                    Nassau 1159151207                 ناسائو
143                   Nicosia 1159151209                نیکوزیا
144                Wellington 1159151699               ولینگتون
145                    Hà Nội 1159151251                  هانوی
146                    Ankara 1159151255                 آنکارا
147                  Budapest 1159151257                بوداپست
148                    Sana'a 1159151259                   صنعا
149                 Bucharest 1159151263                 بخارست
150                     Damas 1159151269                   دمشق
151                    Lisboa 1159151273                 لیسبون
152                  Khartoum 1159151275                 خارطوم
153                      Oslo 1159151281                   اسلو
154                  Warszawa 1159151299                   ورشو
155               Bình Nhưỡng 1159151303              پیونگیانگ
156             Dar es Salaam 1159151305              دارالسلام
157                    Dublin 1159151309                 دوبلین
158                  Monrovia 1159151311               مونروویا
159              Kuala Lumpur 1159151317            کوالالامپور
160                 La Habana 1159151347                 هاوانا
161                     Praha 1159151359                   پراگ
162          Thành phố Kuwait 1159151361                کویتشهر
163             Santo Domingo 1159151401          سانتو دومینگو
164                     Accra 1159151403                   آکرا
165                   Tripoli 1159151415                 طرابلس
166                  Tel Aviv 1159151417                 تلآویو
167                  Helsinki 1159151419                هلسینکی
168                Copenhagen 1159151437                 کپنهاگ
169                   Abidjan 1159151439                 آبیجان
170                  Brasilia 1159151443               برازیلیا
171                 Bruxelles 1159151465             شهر بروکسل
172                     Dhaka 1159151467                   داکا
173                    Luanda 1159151469                 لوآندا
174                   Algiers 1159151471                الجزیره
175                    Yangon 1159151477                 یانگون
176             San Francisco 1159151479          سان فرانسیسکو
177                    Denver 1159151483                   دنور
178                   Houston 1159151485                هیوستون
179                     Miami 1159151487                  میامی
180                   Atlanta 1159151489                آتلانتا
181                   Chicago 1159151491                 شیکاگو
182                   Caracas 1159151493                کاراکاس
183                      Kiev 1159151495                   کییف
184                     Dubai 1159151497                شهر دبی
185                  Tashkent 1159151501                 تاشکند
186                    Madrid 1159151503                 مادرید
187                    Genève 1159151505                    ژنو
188                 Stockholm 1159151507                استکهلم
189                   Bangkok 1159151509                 بانکوک
190                      Lima 1159151511                   لیما
191                     Dakar 1159151513                  داکار
192              Johannesburg 1159151515             ژوهانسبورگ
193                 Amsterdam 1159151519               آمستردام
194                Casablanca 1159151521             کازابلانکا
195                     Seoul 1159151523                   سئول
196                    Manila 1159151525                  مانیل
197                 Monterrey 1159151527    مونترری٬ نوئوو لئون
198                    Berlin 1159151529                  برلین
199                    Ürümqi 1159151531                اورومچی
200                  Thành Đô 1159151533                  چنگدو
201           Thành phố Ōsaka 1159151537                 اوساکا
202                  Kinshasa 1159151539                کینشاسا
203                 New Delhi 1159151541                دهلی نو
204                 Bengaluru 1159151543                 بنگلور
205                    Athena 1159151545                    آتن
206                    Bagdad 1159151547                  بغداد
207               Addis Ababa 1159151549             آدیس آبابا
208                    Tehran 1159151551                  تهران
209                 Vancouver 1159151555                 ونکوور
210                   Toronto 1159151557                 تورنتو
211              Buenos Aires 1159151559            بوئنوس آیرس
212                     Kabul 1159151561                   کابل
213                      Viên 1159151563                    وین
214                 Melbourne 1159151565                 ملبورن
215                   Đài Bắc 1159151567                  تایپه
216                  Auckland 1159151703                 آوکلند
217               Los Angeles 1159151569               لس آنجلس
218                Washington 1159151573      واشینگتن، دی. سی.
219        Thành phố New York 1159151575                نیویورک
220                  Luân Đôn 1159151577                   لندن
221                  Istanbul 1159151579               استانبول
222                    Riyadh 1159151581                   ریاض
223                 Cape Town 1159151583                کیپتاون
224                    Moskva 1159151585                   مسکو
225          Thành phố México 1159151587            مکزیکو سیتی
226                     Lagos 1159151591                  لاگوس
227                      Roma 1159151593                     رم
228                  Bắc Kinh 1159151595                    پکن
229                   Nairobi 1159151597                نایروبی
230                   Jakarta 1159151599                جاکارتا
231                    Bogotá 1159151601                 بوگوتا
232                     Cairo 1159151603                  قاهره
233                Thượng Hải 1159151605                شانگهای
234                     Tokyo 1159151609                  توکیو
235                    Mumbai 1159151611                  بمبئی
236                     Paris 1159151613                  پاریس
237         Santiago de Chile 1159151615               سانتیاگو
238                   Kolkata 1159151617                  کلکته
239            Rio de Janeiro 1159151619           ریو د ژانیرو
240                 São Paulo 1159151621             سائوپائولو
241                    Sydney 1159151623                  سیدنی
242                 Singapore 1159151627                سنگاپور
243                 Hồng Kông 1159151629                هنگ کنگ
                   NAME_HE                   NAME_UK                 NAME_UR
1            קריית הוותיקן                   Ватикан              ویٹیکن سٹی
2                 סן מרינו                Сан-Марино          سان مارینو شہر
3                    ואדוץ                     Вадуц                   واڈوز
4                   לובמבה                   Лобамба                 لوبامبا
5                לוקסמבורג                Люксембург                 لکسمبرگ
6                   פליקיר                   Палікір                 پالیکیر
7                   מג'ורו                   Маджуро                  ماجورو
8                  פנאפוטי                  Фунафуті                فونافوتی
9                   מלקאוק                  Мелекеок                 میلیکوک
10                ביר להלו                  Бір-Лелу                بر لیہلو
11                   מונקו                    Монако                  موناکو
12            דרום טאראווה           Південна Тарава                  ٹاراوا
13                  מורוני                    Мороні                  مورونی
14           אנדורה לה ולה          Андорра-ла-Велья          انڈورا لا ویلا
15          פורט אוף ספיין             Порт-оф-Спейн           پورٹ آف اسپین
16                  קיגאלי                    Кігалі                  کیگالی
17                   מבבנה                   Мбабане                  مبابنے
18                   ג'ובה                     Джуба                    جوبا
19                     האג                     Гаага                     ہیگ
20               ליובליאנה                   Любляна               لیوبلیانا
21               ברטיסלאבה                Братислава              براٹیسلاوا
22                    דוחה                      Доха                    دوحہ
23               פודגוריצה                 Подгориця               پوڈگوریکا
24  סרי ג'ייוורדנפורה-קוטה Шрі-Джаяварденепура-Котте سری جے وردھنے پورا کوٹے
25             באגויו סיטי                     Баґйо                   باگیؤ
26                  דודומה                    Додома                  ڈوڈوما
27                     ברן                      Берн                     برن
28                   לעיון                   Ель-Аюн                  العیون
29                פרישטינה                  Приштина                پریسٹینہ
30                    רוזו                      Розо                    روسو
31                 ג'יבוטי                   Джибуті                   جبوتی
32               פוטרג'איה                 Путраджая                پتراجایا
33                   קיוטו                     Кіото                   کیوٹو
34                  בנג'ול                    Банжул                  بانجول
35                  סקופיה                    Скоп'є                 اسکوپیہ
36              ברידג'טאון                 Бриджтаун                برج ٹاؤن
37              פורטו נובו                Порто-Ново              پورٹو نووو
38              בוג'ומבורה                 Бужумбура                بوجومبرا
39               קינגסטאון                 Кінгстаун               کنگز ٹاؤن
40                  קסטריז                    Кастрі                 کاستریس
41                   באסטר                    Бастер                 باسیتیر
42                פור לואי                  Порт-Луї               پورٹ لوئس
43              סנט ג'ורג'             Сент-Джорджес              سینٹ جارجز
44                   מנאמה                    Манама                   منامہ
45               סנט ג'ונס                Сент-Джонс               سینٹ جونز
46              מונטווידאו                Монтевідео              مونٹیویڈیو
47                    לומה                      Ломе                    لومے
48                   תוניס                     Туніс                تونس شہر
49                אבו דאבי                  Абу-Дабі                 ابوظہبی
50                  אשגבאט                   Ашгабат                اشک آباد
51                   לוסקה                    Лусака                  لوساکا
52                  הארארה                    Хараре                   ہرارے
53                    דילי                      Ділі                    دیلی
54               פורט וילה                 Порт-Віла                پورٹ ولا
55               טגוסיגלפה              Тегусігальпа              ٹیگوسیگلپا
56              ג'ורג'טאון                Джорджтаун               جارج ٹاؤن
57              רייקיאוויק                 Рейк'явік                 ریکیاوک
58            פורט-או-פרנס              Порт-о-Пренс            پورٹ او پرنس
59                   קמפלה                   Кампала                  کمپالا
60                 פרמריבו                Парамарибо              پاراماریبو
61                  ניאמיי                    Ніамей                   نیامی
62                  דושנבה                   Душанбе                  دوشنبہ
63                אסונסיון                 Асунсьйон                اسونسیون
64                  מנגואה                   Манагуа                 ماناگوا
65                 פריטאון                   Фрітаун                فری ٹاؤن
66               אסלאמאבאד                 Ісламабад              اسلام آباد
67                  קטמנדו                  Катманду                 کھٹمنڈو
68             בלומפונטיין               Блумфонтейн              بلومفونٹین
69                 פרטוריה                  Преторія                پریٹوریا
70             פורט מורסבי               Порт-Морсбі             پورٹ مورسبی
71                 הוניארה                   Хоніара                 ہونیارا
72               פנמה סיטי                    Панама              پاناما شہر
73                    רבאט                     Рабат                    رباط
74                  קישינב                   Кишинів                 کیشیناو
75                   מפוטו                    Мапуту                  ماپوتو
76                 מוגדישו                  Могадішо                موغادیشو
77                    מסקט                    Маскат                    مسقط
78                 קולומבו                   Коломбо                  کولمبو
79               אולן בטור                Улан-Батор             اولان باتور
80                 וינדהוק                   Віндгук                  ونڈہوک
81                  אבוג'ה                    Абуджа                   ابوجا
82                   ביסאו                     Бісау                    بساؤ
83                    עמאן                     Амман                    عمان
84                   וילנה                   Вільнюс                   ولنیس
85                    ריגה                      Рига                    ریگا
86                   בישקק                    Бішкек                   بشکیک
87                    מסרו                    Масеру                  ماسیرو
88               אנטננריבו              Антананаріву            اینٹانانیریو
89                    קיטו                      Кіто                    کیٹو
90                 סן חוסה                  Сан-Хосе                سان ہوزے
91              סן סלוודור             Сан-Сальвадор             سان سلواڈور
92                קינגסטון                  Кінгстон                  کنگسٹن
93                  נג'מנה                  Нджамена               اینجامینا
94                   מלאבו                    Малабо                   ملابو
95                   אסמרה                    Асмера                  اسمارا
96                   זאגרב                    Загреб                   زگریب
97                   טאלין                   Таллінн                    ٹالن
98               לילונגווה                  Лілонгве                لیلونگوے
99            גואטמלה סיטי                 Гватемала          گوئٹے مالا شہر
100               ליברוויל                 Лібревіль                 لبریویل
101                   סובה                      Сува                    سووا
102               ולפראיסו               Вальпараїсо              بآلپارایسو
103                נואקשוט                   Нуакшот                 نواکشوط
104                   במקו                    Бамако                   بماکو
105                 ביירות                    Бейрут                   بیروت
106                טביליסי                   Тбілісі                  تبلیسی
107              נור-סולטן                Нур-Султан                نورسلطان
108               ויינטיאן                  В'єнтьян                 وینتیان
109                ברזוויל                Браззавіль               برازاویلے
110                קונאקרי                   Конакрі                 کوناکری
111              יאמוסוקרו                  Ямусукро              یاموسسوکرو
112                 אוטווה                    Оттава                  اوٹاوا
113                  בלגרד                   Белград                  بلغراد
114        בנדר סרי בגוואן       Бандар Сері Беґаван         بندر سری بگاوان
115                  סוקרה                     Сукре                    سکرے
116                 בלמופן                 Бельмопан                 بلموپان
117                   בנגי                     Бангі                 بانگوئی
118                 יאונדה                     Яунде                  یاؤندے
119                  טירנה                    Тирана                  تیرانا
120                 ירוואן                    Єреван                  یریوان
121                   באקו                      Баку                    باکو
122                פנום פן                  Пномпень                 پنوم پن
123                 לה פאס                    Ла-Пас                  لا پاز
124                 קוטונו                    Котону                 کوتونوؤ
125                  סופיה                     Софія                   صوفیہ
126                  מינסק                    Мінськ                    منسک
127                טהימפהו                   Тхімпху                   تھمپو
128                גאבורון                  Габороне                   گبرون
129                  קנברה                  Канберра                  کینبرا
130               ואגאדוגו                  Уагадугу               اواگادوگو
131                 סרייבו                   Сараєво                 سرائیوو
132               נייפידאו                  Найп'їдо                 نیپیداو
133              נוקואלופה                 Нукуалофа               نوکوالوفا
134                הרגייסה                  Гаргейса                  هرجيسا
135               ויקטוריה                  Вікторія                 وکٹوریا
136               סאו טומה                  Сан-Томе                ساؤ ٹومے
137                   אפיה                      Апіа                    آپیا
138                   ולטה                  Валлетта                  والیٹا
139                   מאלה                      Мале                    مالے
140                ירושלים                  Єрусалим                  یروشلم
141                  פראיה                      Прая                  پرائیا
142                   נסאו                    Нассау                    نساؤ
143                ניקוסיה                   Нікосія                 نیکوسیا
144               ולינגטון                Веллінгтон                 ویلنگٹن
145                  האנוי                     Ханой                   ہنوئی
146                  אנקרה                    Анкара                   انقرہ
147                 בודפשט                  Будапешт                 بوداپست
148                   צנעא                      Сана                   صنعاء
149                 בוקרשט                  Бухарест                  بخارسٹ
150                   דמשק                    Дамаск                    دمشق
151                 ליסבון                   Лісабон                    لزبن
152                 ח'רטום                    Хартум                   خرطوم
153                  אוסלו                      Осло                   اوسلو
154                   ורשה                   Варшава                   وارسا
155              פיונגיאנג                   Пхеньян              پیانگ یانگ
156             דאר א-סלאם              Дар-ес-Салам               دارالسلام
157                  דבלין                    Дублін                    ڈبلن
158               מונרוביה                  Монровія                مونروویا
159           קואלה לומפור              Куала-Лумпур             کوالا لمپور
160                 הוואנה                    Гавана                   ہوانا
161                   פראג                     Прага                    پراگ
162             כווית סיטי                Ель-Кувейт                کویت شہر
163           סנטו דומינגו             Санто-Домінго            سانتو دومنگو
164                   אקרה                     Аккра                    اکرا
165                טריפולי                   Триполі                  طرابلس
166            תל אביב-יפו             Тель-Авів-Яфо                 تل ابیب
167                הלסינקי                 Гельсінкі                  ہلسنکی
168                קופנהגן                Копенгаген               کوپن ہیگن
169                אביג'אן                   Абіджан                  آبدجان
170                ברזיליה                  Бразиліа                براسیلیا
171                  בריסל                  Брюссель               برسلز شہر
172                   דאקה                     Дакка                   ڈھاکہ
173                 לואנדה                    Луанда                  لواندا
174                 אלג'יר                     Алжир             الجزائر شہر
175                 יאנגון                     Янгон                  یانگون
176            סן פרנסיסקו             Сан-Франциско            سان فرانسسکو
177                  דנוור                    Денвер                   ڈینور
178                 יוסטון                   Х'юстон                   ہوسٹن
179                  מיאמי                     Маямі                   میامی
180                 אטלנטה                   Атланта         اٹلانٹا، جارجیا
181                  שיקגו                    Чикаго                   شکاگو
182                  קראקס                   Каракас                   کراکس
183                   קייב                      Київ                     کیف
184                  דובאי                     Дубай                    دبئی
185                  טשקנט                   Ташкент                  تاشقند
186                  מדריד                    Мадрид                   میدرد
187                  ז'נבה                    Женева                   جنیوا
188               סטוקהולם                 Стокгольм               اسٹاک ہوم
189                 בנגקוק                   Бангкок                   بنکاک
190                   לימה                      Ліма                    لیما
191                    דקר                     Дакар                   ڈاکار
192              יוהנסבורג              Йоганнесбург               جوہانسبرگ
193                אמסטרדם                 Амстердам               ایمسٹرڈیم
194                קזבלנקה                Касабланка             دار البیضاء
195                  סיאול                      Сеул                     سؤل
196                  מנילה                    Маніла                   منیلا
197                מונטריי                 Монтеррей                 مونترئی
198                  ברלין                    Берлін                    برلن
199               אורומצ'י                    Урумчі                  ارومچی
200                 צ'נגדו                     Ченду                  چینگدو
201                  אוסקה                     Осака                  اوساکا
202                קינשאסה                   Кіншаса                  کنشاسا
203               ניו דלהי                  Нью-Делі                نئی دہلی
204                 בנגלור                 Бенгалуру                  بنگلور
205                  אתונה                     Афіни                  ایتھنز
206                  בגדאד                    Багдад                   بغداد
207              אדיס אבבה               Аддис-Абеба              ادیس ابابا
208                  טהראן                   Тегеран                   تہران
209                 ונקובר                  Ванкувер                 وینکوور
210                טורונטו                   Торонто                 ٹورانٹو
211           בואנוס איירס              Буенос-Айрес              بیونس آئرس
212                  קאבול                     Кабул                    کابل
213                   וינה                    Відень                   ویانا
214                 מלבורן                  Мельбурн                  ملبورن
215                 טאיפיי                    Тайбей                 تائی پے
216                 אוקלנד                    Окленд                  آکلینڈ
217             לוס אנג'לס              Лос-Анджелес              لاس اینجلس
218      וושינגטון די. סי.                 Вашингтон           واشنگٹن ڈی سی
219               ניו יורק                  Нью-Йорк             نیویارک شہر
220                 לונדון                    Лондон                    لندن
221               איסטנבול                   Стамбул                 استنبول
222                   ריאד                   Ер-Ріяд                    ریاض
223               קייפטאון                  Кейптаун                کیپ ٹاؤن
224                 מוסקבה                    Москва                   ماسکو
225            מקסיקו סיטי                    Мехіко             میکسیکو شہر
226                  לאגוס                     Лагос                   لاگوس
227                   רומא                       Рим                     روم
228               בייג'ינג                     Пекін                   بیجنگ
229                ניירובי                   Найробі                  نیروبی
230                 ג'קרטה                  Джакарта                  جکارتا
231                 בוגוטה                    Богота                  بوگوتا
232                   קהיר                      Каїр                   قاہرہ
233                שאנגחאי                    Шанхай                 شنگھائی
234                  טוקיו                     Токіо                   توکیو
235                 מומבאי                    Мумбаї                   ممبئی
236                   פריז                     Париж                    پیرس
237       סנטיאגו דה צ'ילה                  Сантьяго                سینٹیاگو
238                 קולקטה                   Колката                 کولکاتا
239         ריו דה ז'ניירו            Ріо-де-Жанейро           ریو دے جینیرو
240              סאו פאולו                 Сан-Паулу                ساؤ پالو
241                  סידני                    Сідней                    سڈنی
242                סינגפור                  Сінгапур                 سنگاپور
243              הונג קונג                   Гонконг               ہانگ کانگ
                  NAME_ZHT GEONAMESID      FCLASS_ISO       FCLASS_US FCLASS_FR
1                   梵蒂岡    6691831            <NA>            <NA>      <NA>
2                 聖馬力諾    3168070            <NA>            <NA>      <NA>
3                   華杜茲    3042030            <NA>            <NA>      <NA>
4                   洛班巴     935048            <NA>            <NA>      <NA>
5                 盧森堡市    2960316            <NA>            <NA>      <NA>
6                 帕利基尔    2081986            <NA>            <NA>      <NA>
7                   馬久羅    2113779            <NA>            <NA>      <NA>
8                 富纳富提    2110394            <NA>            <NA>      <NA>
9               梅萊凱奧克    1559804            <NA>            <NA>      <NA>
10               比鄂-雷楼         -1            <NA>            <NA>      <NA>
11                  摩納哥    2993458            <NA>            <NA>      <NA>
12                南塔拉瓦    2110079            <NA>            <NA>      <NA>
13                  莫洛尼     921772            <NA>            <NA>      <NA>
14                老安道爾    3130067            <NA>            <NA>      <NA>
15                西班牙港    3573890            <NA>            <NA>      <NA>
16                  吉佳利     202061            <NA>            <NA>      <NA>
17                  墨巴本     934985            <NA>            <NA>      <NA>
18                    朱巴     373303            <NA>            <NA>      <NA>
19                    海牙    2747373            <NA>            <NA>      <NA>
20                盧比安納    3196359            <NA>            <NA>      <NA>
21            布拉提斯拉瓦    3060972            <NA>            <NA>      <NA>
22                    杜哈     290030            <NA>            <NA>      <NA>
23                波德里查    3193044            <NA>            <NA>      <NA>
24  斯里賈亞瓦德納普拉科特    1238992            <NA>            <NA>      <NA>
25                  碧瑤市    1728930            <NA>            <NA>      <NA>
26                  多多马     160196            <NA>            <NA>      <NA>
27                    伯恩    2661552            <NA>            <NA>      <NA>
28                  阿尤恩    2462881            <NA>            <NA>      <NA>
29              普里斯提納     786714            <NA>            <NA>      <NA>
30                    羅梭    3575635            <NA>            <NA>      <NA>
31                吉布地市     223817            <NA>            <NA>      <NA>
32                    布城    6697380            <NA>            <NA>      <NA>
33                  京都市    1857910            <NA>            <NA>      <NA>
34                    班竹    2413876            <NA>            <NA>      <NA>
35                史高比耶     785842            <NA>            <NA>      <NA>
36                布里奇顿    2075807            <NA>            <NA>      <NA>
37                波多诺伏    2392087            <NA>            <NA>      <NA>
38                布琼布拉     425378            <NA>            <NA>      <NA>
39                  金斯敦    4359981            <NA>            <NA>      <NA>
40                卡斯特里    3028258            <NA>            <NA>      <NA>
41                巴斯特尔    3575551            <NA>            <NA>      <NA>
42                  路易港     934154            <NA>            <NA>      <NA>
43                  圣乔治    3579925            <NA>            <NA>      <NA>
44                  麦纳麦     290340            <NA>            <NA>      <NA>
45                  聖約翰    3576022            <NA>            <NA>      <NA>
46                蒙特維多    5038018            <NA>            <NA>      <NA>
47                    洛美    2365267            <NA>            <NA>      <NA>
48                突尼斯市    2464470            <NA>            <NA>      <NA>
49                阿布達比     292968            <NA>            <NA>      <NA>
50              阿什哈巴特     162183            <NA>            <NA>      <NA>
51                  路沙卡     909137            <NA>            <NA>      <NA>
52                  哈拉雷     890299            <NA>            <NA>      <NA>
53                    帝力    1645457            <NA>            <NA>      <NA>
54                  維拉港    2135171            <NA>            <NA>      <NA>
55              德古西加巴    3600949            <NA>            <NA>      <NA>
56                  乔治敦    3378644            <NA>            <NA>      <NA>
57              雷克雅未克    3413829            <NA>            <NA>      <NA>
58                  太子港    3718426            <NA>            <NA>      <NA>
59                  康培拉     232422            <NA>            <NA>      <NA>
60              巴拉馬利波    3383330            <NA>            <NA>      <NA>
61                  尼阿美    2440485            <NA>            <NA>      <NA>
62                  杜尚貝    1221874            <NA>            <NA>      <NA>
63                  亞松森    1730025            <NA>            <NA>      <NA>
64                  馬拿瓜    3617763            <NA>            <NA>      <NA>
65                  自由城    2408770            <NA>            <NA>      <NA>
66            伊斯蘭瑪巴德    1176615            <NA>            <NA>      <NA>
67                加德滿都    1283240            <NA>            <NA>      <NA>
68                布隆方丹    1018725            <NA>            <NA>      <NA>
69              普利托利亞     964137            <NA>            <NA>      <NA>
70                莫士比港    2088122            <NA>            <NA>      <NA>
71                荷尼阿拉    2108502            <NA>            <NA>      <NA>
72                巴拿馬城    3703443            <NA>            <NA>      <NA>
73                  拉巴特    2538475            <NA>            <NA>      <NA>
74                基希涅夫     618426            <NA>            <NA>      <NA>
75                  馬普托    1040652            <NA>            <NA>      <NA>
76                摩加迪休      53654            <NA>            <NA>      <NA>
77                馬斯喀特     287286            <NA>            <NA>      <NA>
78                  可倫坡    3465927            <NA>            <NA>      <NA>
79                烏蘭巴托    2028462            <NA>            <NA>      <NA>
80                溫得和克    3352136            <NA>            <NA>      <NA>
81                  阿布加    2322794            <NA>            <NA>      <NA>
82                    比索    2374775            <NA>            <NA>      <NA>
83                    安曼     250441            <NA>            <NA>      <NA>
84                維爾紐斯     593116            <NA>            <NA>      <NA>
85                    裏加     456172            <NA>            <NA>      <NA>
86                比斯凱克    1528675            <NA>            <NA>      <NA>
87                  马塞卢     932505            <NA>            <NA>      <NA>
88            安塔那那利佛    1070940            <NA>            <NA>      <NA>
89                    基多    3652462            <NA>            <NA>      <NA>
90                  聖荷西    3669623            <NA>            <NA>      <NA>
91              聖薩爾瓦多    1690681            <NA>            <NA>      <NA>
92                  京斯敦    3489854            <NA>            <NA>      <NA>
93                恩賈梅納    2427123            <NA>            <NA>      <NA>
94                  馬拉博    2309527            <NA>            <NA>      <NA>
95                阿斯馬拉     343300            <NA>            <NA>      <NA>
96                札格雷布    3186886            <NA>            <NA>      <NA>
97                    塔林     588409            <NA>            <NA>      <NA>
98                  利隆圭     927967            <NA>            <NA>      <NA>
99              瓜地馬拉市    3598132            <NA>            <NA>      <NA>
100                 自由市    2399697            <NA>            <NA>      <NA>
101                   蘇瓦    2198148            <NA>            <NA>      <NA>
102             瓦爾帕萊索    3445575            <NA>            <NA>      <NA>
103             努瓦克肖特    2377450            <NA>            <NA>      <NA>
104                 巴馬科    2460596            <NA>            <NA>      <NA>
105                 貝魯特     276781            <NA>            <NA>      <NA>
106               提比里斯     611717            <NA>            <NA>      <NA>
107               努爾蘇丹    1526273            <NA>            <NA>      <NA>
108                   永珍    1651944            <NA>            <NA>      <NA>
109             布拉柴維爾    2260535            <NA>            <NA>      <NA>
110               柯那克里    2422465            <NA>            <NA>      <NA>
111             亚穆苏克罗    2279755            <NA>            <NA>      <NA>
112                 渥太華    6094817            <NA>            <NA>      <NA>
113               貝爾格勒     792680            <NA>            <NA>      <NA>
114           斯里巴加湾市    1820906            <NA>            <NA>      <NA>
115                 蘇克雷    3903987            <NA>            <NA>      <NA>
116               貝爾墨邦    3582672            <NA>            <NA>      <NA>
117                   班基    2389853            <NA>            <NA>      <NA>
118                 雅温得    2220957            <NA>            <NA>      <NA>
119                 地拉那    3183875            <NA>            <NA>      <NA>
120                 葉里溫     616052            <NA>            <NA>      <NA>
121                   巴庫     587084            <NA>            <NA>      <NA>
122                   金邊    1821306            <NA>            <NA>      <NA>
123                 拉巴斯    3911925            <NA>            <NA>      <NA>
124                 科托努    2394819            <NA>            <NA>      <NA>
125                 索菲亞     727011            <NA>            <NA>      <NA>
126                 明斯克     625144            <NA>            <NA>      <NA>
127                   辛布    1252416            <NA>            <NA>      <NA>
128               嘉柏隆里     933773            <NA>            <NA>      <NA>
129                 坎培拉    2172517            <NA>            <NA>      <NA>
130               瓦加杜古    2357048            <NA>            <NA>      <NA>
131               塞拉耶佛    3191281            <NA>            <NA>      <NA>
132                 奈比多    6611854            <NA>            <NA>      <NA>
133             努库阿洛法    4032402            <NA>            <NA>      <NA>
134               哈爾格薩      57289 Admin-1 capital            <NA>      <NA>
135               維多利亞     241131            <NA>            <NA>      <NA>
136                 圣多美    3388092            <NA>            <NA>      <NA>
137                 阿皮亞    3689793            <NA>            <NA>      <NA>
138                 瓦萊塔    2562305            <NA>            <NA>      <NA>
139                   馬累    3174186            <NA>            <NA>      <NA>
140               耶路撒冷     281184            <NA>            <NA>      <NA>
141                   培亞    3374333            <NA>            <NA>      <NA>
142                   拿騷    3571824            <NA>            <NA>      <NA>
143               尼古西亞     146268            <NA>            <NA>      <NA>
144                 威靈頓    2144168            <NA>            <NA>      <NA>
145                 河內市    1581130            <NA>            <NA>      <NA>
146                 安卡拉     323786            <NA>            <NA>      <NA>
147               布達佩斯    3054643            <NA>            <NA>      <NA>
148                   萨那      71137            <NA>            <NA>      <NA>
149             布加勒斯特     683506            <NA>            <NA>      <NA>
150               大馬士革     170654            <NA>            <NA>      <NA>
151                 里斯本    2267057            <NA>            <NA>      <NA>
152                 卡土穆     379252            <NA>            <NA>      <NA>
153                 奧斯陸    3143244            <NA>            <NA>      <NA>
154                   華沙     756135            <NA>            <NA>      <NA>
155                   平壤    1871859            <NA>            <NA>      <NA>
156                 三蘭港     160263            <NA>            <NA>      <NA>
157                 都柏林    2964574            <NA>            <NA>      <NA>
158               蒙羅維亞    2274895            <NA>            <NA>      <NA>
159                 吉隆坡    1735161            <NA>            <NA>      <NA>
160                 哈瓦那    3553478            <NA>            <NA>      <NA>
161                 布拉格    4548393            <NA>            <NA>      <NA>
162               科威特城     285787            <NA>            <NA>      <NA>
163               聖多明哥    3668373            <NA>            <NA>      <NA>
164                 阿克拉    2306104            <NA>            <NA>      <NA>
165               的黎波里         -1            <NA>            <NA>      <NA>
166               特拉維夫     293394            <NA> Admin-1 capital      <NA>
167               赫爾辛基     658225            <NA>            <NA>      <NA>
168               哥本哈根    2618425            <NA>            <NA>      <NA>
169                 阿必尚    2293538            <NA>            <NA>      <NA>
170               巴西利亞    3469058            <NA>            <NA>      <NA>
171             布魯塞爾市    2800866            <NA>            <NA>      <NA>
172                   達卡    1185241            <NA>            <NA>      <NA>
173                 羅安達    2240449            <NA>            <NA>      <NA>
174               阿爾及爾    2507480            <NA>            <NA>      <NA>
175                   仰光    1298824            <NA>            <NA>      <NA>
176                 舊金山    5391959            <NA>            <NA>      <NA>
177                   丹佛    5419384            <NA>            <NA>      <NA>
178                 休士頓    4699066            <NA>            <NA>      <NA>
179                 邁阿密    4164138            <NA>            <NA>      <NA>
180               亞特蘭大    4180439            <NA>            <NA>      <NA>
181                 芝加哥    4887398            <NA>            <NA>      <NA>
182               卡拉卡斯    3646738            <NA>            <NA>      <NA>
183                   基輔     703448            <NA>            <NA>      <NA>
184                   迪拜     292223            <NA>            <NA>      <NA>
185                 塔什干    1512569            <NA>            <NA>      <NA>
186                 馬德里    3117735            <NA>            <NA>      <NA>
187                 日內瓦    2660646            <NA>            <NA>      <NA>
188             斯德哥爾摩    2673730            <NA>            <NA>      <NA>
189                   曼谷    1609350            <NA>            <NA>      <NA>
190                   利馬    3936456            <NA>            <NA>      <NA>
191                   達卡    2253354            <NA>            <NA>      <NA>
192             約翰尼斯堡     993800            <NA>            <NA>      <NA>
193             阿姆斯特丹    2759794            <NA>            <NA>      <NA>
194             卡薩布蘭卡    2553604            <NA>            <NA>      <NA>
195                   首爾    1835848            <NA>            <NA>      <NA>
196                 馬尼拉    1701668            <NA>            <NA>      <NA>
197                 蒙特雷    3995465            <NA>            <NA>      <NA>
198                   柏林    2950159            <NA>            <NA>      <NA>
199               烏魯木齊    1529102            <NA>            <NA>      <NA>
200                 成都市    1815286            <NA>            <NA>      <NA>
201                 大阪市    1853909            <NA>            <NA>      <NA>
202                 金夏沙    2314302            <NA>            <NA>      <NA>
203                 新德里    1261481            <NA>            <NA>      <NA>
204               邦加羅爾    1277333            <NA>            <NA>      <NA>
205                   雅典     264371            <NA>            <NA>      <NA>
206                 巴格達      98182            <NA>            <NA>      <NA>
207           阿迪斯阿貝巴     344979            <NA>            <NA>      <NA>
208                 德黑蘭     112931            <NA>            <NA>      <NA>
209                 溫哥華    6173331            <NA>            <NA>      <NA>
210                 多倫多    6167865            <NA>            <NA>      <NA>
211         布宜諾斯艾利斯    3435910            <NA>            <NA>      <NA>
212                 喀布爾    1138958            <NA>            <NA>      <NA>
213                 維也納    2761369            <NA>            <NA>      <NA>
214                 墨爾本    2158177            <NA>            <NA>      <NA>
215                 臺北市    1668341            <NA>            <NA>      <NA>
216               奧克蘭市    2193733            <NA>            <NA>      <NA>
217                 洛杉磯    5368361            <NA>            <NA>      <NA>
218     華盛頓哥倫比亞特區    4140963            <NA>            <NA>      <NA>
219                   紐約    5128581            <NA>            <NA>      <NA>
220                   倫敦    2643743            <NA>            <NA>      <NA>
221               伊斯坦堡     745044            <NA>            <NA>      <NA>
222                 利雅德     108410            <NA>            <NA>      <NA>
223                 開普敦    3369157            <NA>            <NA>      <NA>
224                 莫斯科     524901            <NA>            <NA>      <NA>
225               墨西哥城    3530597            <NA>            <NA>      <NA>
226                 拉哥斯    2332459            <NA>            <NA>      <NA>
227                   羅馬    3169070            <NA>            <NA>      <NA>
228                 北京市    1816670            <NA>            <NA>      <NA>
229                 奈洛比     184745            <NA>            <NA>      <NA>
230                 雅加達    1642911            <NA>            <NA>      <NA>
231                 波哥大    3688689            <NA>            <NA>      <NA>
232                   開羅     360630            <NA>            <NA>      <NA>
233                 上海市    1796236            <NA>            <NA>      <NA>
234                   東京    1850147            <NA>            <NA>      <NA>
235                   孟買    1275339            <NA>            <NA>      <NA>
236                   巴黎    2988507            <NA>            <NA>      <NA>
237               聖地亞哥    3449741            <NA>            <NA>      <NA>
238               加爾各答    1275004            <NA>            <NA>      <NA>
239             里約熱內盧    3451190            <NA>            <NA>      <NA>
240                 聖保羅    3448439            <NA>            <NA>      <NA>
241                   雪梨    2147714            <NA>            <NA>      <NA>
242                 新加坡    1880252            <NA>            <NA>      <NA>
243                   香港    1819729            <NA>            <NA>      <NA>
          FCLASS_RU FCLASS_ES       FCLASS_CN       FCLASS_TW       FCLASS_IN
1              <NA>      <NA>            <NA>            <NA>            <NA>
2              <NA>      <NA>            <NA>            <NA>            <NA>
3              <NA>      <NA>            <NA>            <NA>            <NA>
4              <NA>      <NA>            <NA>            <NA>            <NA>
5              <NA>      <NA>            <NA>            <NA>            <NA>
6              <NA>      <NA>            <NA>            <NA>            <NA>
7              <NA>      <NA>            <NA>            <NA>            <NA>
8              <NA>      <NA>            <NA>            <NA>            <NA>
9              <NA>      <NA>            <NA>            <NA>            <NA>
10             <NA>      <NA>            <NA>            <NA>            <NA>
11             <NA>      <NA>            <NA>            <NA>            <NA>
12             <NA>      <NA>            <NA>            <NA>            <NA>
13             <NA>      <NA>            <NA>            <NA>            <NA>
14             <NA>      <NA>            <NA>            <NA>            <NA>
15             <NA>      <NA>            <NA>            <NA>            <NA>
16             <NA>      <NA>            <NA>            <NA>            <NA>
17             <NA>      <NA>            <NA>            <NA>            <NA>
18             <NA>      <NA>            <NA>            <NA>            <NA>
19             <NA>      <NA>            <NA>            <NA>            <NA>
20             <NA>      <NA>            <NA>            <NA>            <NA>
21             <NA>      <NA>            <NA>            <NA>            <NA>
22             <NA>      <NA>            <NA>            <NA>            <NA>
23             <NA>      <NA>            <NA>            <NA>            <NA>
24             <NA>      <NA>            <NA>            <NA>            <NA>
25             <NA>      <NA>            <NA>            <NA>            <NA>
26             <NA>      <NA>            <NA>            <NA>            <NA>
27             <NA>      <NA>            <NA>            <NA>            <NA>
28             <NA>      <NA>            <NA>            <NA>            <NA>
29  Admin-1 capital      <NA> Admin-1 capital            <NA> Admin-1 capital
30             <NA>      <NA>            <NA>            <NA>            <NA>
31             <NA>      <NA>            <NA>            <NA>            <NA>
32             <NA>      <NA>            <NA>            <NA>            <NA>
33             <NA>      <NA>            <NA>            <NA>            <NA>
34             <NA>      <NA>            <NA>            <NA>            <NA>
35             <NA>      <NA>            <NA>            <NA>            <NA>
36             <NA>      <NA>            <NA>            <NA>            <NA>
37             <NA>      <NA>            <NA>            <NA>            <NA>
38             <NA>      <NA>            <NA>            <NA>            <NA>
39             <NA>      <NA>            <NA>            <NA>            <NA>
40             <NA>      <NA>            <NA>            <NA>            <NA>
41             <NA>      <NA>            <NA>            <NA>            <NA>
42             <NA>      <NA>            <NA>            <NA>            <NA>
43             <NA>      <NA>            <NA>            <NA>            <NA>
44             <NA>      <NA>            <NA>            <NA>            <NA>
45             <NA>      <NA>            <NA>            <NA>            <NA>
46             <NA>      <NA>            <NA>            <NA>            <NA>
47             <NA>      <NA>            <NA>            <NA>            <NA>
48             <NA>      <NA>            <NA>            <NA>            <NA>
49             <NA>      <NA>            <NA>            <NA>            <NA>
50             <NA>      <NA>            <NA>            <NA>            <NA>
51             <NA>      <NA>            <NA>            <NA>            <NA>
52             <NA>      <NA>            <NA>            <NA>            <NA>
53             <NA>      <NA>            <NA>            <NA>            <NA>
54             <NA>      <NA>            <NA>            <NA>            <NA>
55             <NA>      <NA>            <NA>            <NA>            <NA>
56             <NA>      <NA>            <NA>            <NA>            <NA>
57             <NA>      <NA>            <NA>            <NA>            <NA>
58             <NA>      <NA>            <NA>            <NA>            <NA>
59             <NA>      <NA>            <NA>            <NA>            <NA>
60             <NA>      <NA>            <NA>            <NA>            <NA>
61             <NA>      <NA>            <NA>            <NA>            <NA>
62             <NA>      <NA>            <NA>            <NA>            <NA>
63             <NA>      <NA>            <NA>            <NA>            <NA>
64             <NA>      <NA>            <NA>            <NA>            <NA>
65             <NA>      <NA>            <NA>            <NA>            <NA>
66             <NA>      <NA>            <NA>            <NA>            <NA>
67             <NA>      <NA>            <NA>            <NA>            <NA>
68             <NA>      <NA>            <NA>            <NA>            <NA>
69             <NA>      <NA>            <NA>            <NA>            <NA>
70             <NA>      <NA>            <NA>            <NA>            <NA>
71             <NA>      <NA>            <NA>            <NA>            <NA>
72             <NA>      <NA>            <NA>            <NA>            <NA>
73             <NA>      <NA>            <NA>            <NA>            <NA>
74             <NA>      <NA>            <NA>            <NA>            <NA>
75             <NA>      <NA>            <NA>            <NA>            <NA>
76             <NA>      <NA>            <NA>            <NA>            <NA>
77             <NA>      <NA>            <NA>            <NA>            <NA>
78             <NA>      <NA>            <NA>            <NA>            <NA>
79             <NA>      <NA>            <NA>            <NA>            <NA>
80             <NA>      <NA>            <NA>            <NA>            <NA>
81             <NA>      <NA>            <NA>            <NA>            <NA>
82             <NA>      <NA>            <NA>            <NA>            <NA>
83             <NA>      <NA>            <NA>            <NA>            <NA>
84             <NA>      <NA>            <NA>            <NA>            <NA>
85             <NA>      <NA>            <NA>            <NA>            <NA>
86             <NA>      <NA>            <NA>            <NA>            <NA>
87             <NA>      <NA>            <NA>            <NA>            <NA>
88             <NA>      <NA>            <NA>            <NA>            <NA>
89             <NA>      <NA>            <NA>            <NA>            <NA>
90             <NA>      <NA>            <NA>            <NA>            <NA>
91             <NA>      <NA>            <NA>            <NA>            <NA>
92             <NA>      <NA>            <NA>            <NA>            <NA>
93             <NA>      <NA>            <NA>            <NA>            <NA>
94             <NA>      <NA>            <NA>            <NA>            <NA>
95             <NA>      <NA>            <NA>            <NA>            <NA>
96             <NA>      <NA>            <NA>            <NA>            <NA>
97             <NA>      <NA>            <NA>            <NA>            <NA>
98             <NA>      <NA>            <NA>            <NA>            <NA>
99             <NA>      <NA>            <NA>            <NA>            <NA>
100            <NA>      <NA>            <NA>            <NA>            <NA>
101            <NA>      <NA>            <NA>            <NA>            <NA>
102            <NA>      <NA>            <NA>            <NA>            <NA>
103            <NA>      <NA>            <NA>            <NA>            <NA>
104            <NA>      <NA>            <NA>            <NA>            <NA>
105            <NA>      <NA>            <NA>            <NA>            <NA>
106            <NA>      <NA>            <NA>            <NA>            <NA>
107            <NA>      <NA>            <NA>            <NA>            <NA>
108            <NA>      <NA>            <NA>            <NA>            <NA>
109            <NA>      <NA>            <NA>            <NA>            <NA>
110            <NA>      <NA>            <NA>            <NA>            <NA>
111            <NA>      <NA>            <NA>            <NA>            <NA>
112            <NA>      <NA>            <NA>            <NA>            <NA>
113            <NA>      <NA>            <NA>            <NA>            <NA>
114            <NA>      <NA>            <NA>            <NA>            <NA>
115            <NA>      <NA>            <NA>            <NA>            <NA>
116            <NA>      <NA>            <NA>            <NA>            <NA>
117            <NA>      <NA>            <NA>            <NA>            <NA>
118            <NA>      <NA>            <NA>            <NA>            <NA>
119            <NA>      <NA>            <NA>            <NA>            <NA>
120            <NA>      <NA>            <NA>            <NA>            <NA>
121            <NA>      <NA>            <NA>            <NA>            <NA>
122            <NA>      <NA>            <NA>            <NA>            <NA>
123            <NA>      <NA>            <NA>            <NA>            <NA>
124            <NA>      <NA>            <NA>            <NA>            <NA>
125            <NA>      <NA>            <NA>            <NA>            <NA>
126            <NA>      <NA>            <NA>            <NA>            <NA>
127            <NA>      <NA>            <NA>            <NA>            <NA>
128            <NA>      <NA>            <NA>            <NA>            <NA>
129            <NA>      <NA>            <NA>            <NA>            <NA>
130            <NA>      <NA>            <NA>            <NA>            <NA>
131            <NA>      <NA>            <NA>            <NA>            <NA>
132            <NA>      <NA>            <NA>            <NA>            <NA>
133            <NA>      <NA>            <NA>            <NA>            <NA>
134 Admin-1 capital      <NA> Admin-1 capital Admin-1 capital Admin-1 capital
135            <NA>      <NA>            <NA>            <NA>            <NA>
136            <NA>      <NA>            <NA>            <NA>            <NA>
137            <NA>      <NA>            <NA>            <NA>            <NA>
138            <NA>      <NA>            <NA>            <NA>            <NA>
139            <NA>      <NA>            <NA>            <NA>            <NA>
140            <NA>      <NA>            <NA>            <NA>            <NA>
141            <NA>      <NA>            <NA>            <NA>            <NA>
142            <NA>      <NA>            <NA>            <NA>            <NA>
143            <NA>      <NA>            <NA>            <NA>            <NA>
144            <NA>      <NA>            <NA>            <NA>            <NA>
145            <NA>      <NA>            <NA>            <NA>            <NA>
146            <NA>      <NA>            <NA>            <NA>            <NA>
147            <NA>      <NA>            <NA>            <NA>            <NA>
148            <NA>      <NA>            <NA>            <NA>            <NA>
149            <NA>      <NA>            <NA>            <NA>            <NA>
150            <NA>      <NA>            <NA>            <NA>            <NA>
151            <NA>      <NA>            <NA>            <NA>            <NA>
152            <NA>      <NA>            <NA>            <NA>            <NA>
153            <NA>      <NA>            <NA>            <NA>            <NA>
154            <NA>      <NA>            <NA>            <NA>            <NA>
155            <NA>      <NA>            <NA>            <NA>            <NA>
156            <NA>      <NA>            <NA>            <NA>            <NA>
157            <NA>      <NA>            <NA>            <NA>            <NA>
158            <NA>      <NA>            <NA>            <NA>            <NA>
159            <NA>      <NA>            <NA>            <NA>            <NA>
160            <NA>      <NA>            <NA>            <NA>            <NA>
161            <NA>      <NA>            <NA>            <NA>            <NA>
162            <NA>      <NA>            <NA>            <NA>            <NA>
163            <NA>      <NA>            <NA>            <NA>            <NA>
164            <NA>      <NA>            <NA>            <NA>            <NA>
165            <NA>      <NA>            <NA>            <NA>            <NA>
166 Admin-1 capital      <NA>            <NA>            <NA>            <NA>
167            <NA>      <NA>            <NA>            <NA>            <NA>
168            <NA>      <NA>            <NA>            <NA>            <NA>
169            <NA>      <NA>            <NA>            <NA>            <NA>
170            <NA>      <NA>            <NA>            <NA>            <NA>
171            <NA>      <NA>            <NA>            <NA>            <NA>
172            <NA>      <NA>            <NA>            <NA>            <NA>
173            <NA>      <NA>            <NA>            <NA>            <NA>
174            <NA>      <NA>            <NA>            <NA>            <NA>
175            <NA>      <NA>            <NA>            <NA>            <NA>
176            <NA>      <NA>            <NA>            <NA>            <NA>
177            <NA>      <NA>            <NA>            <NA>            <NA>
178            <NA>      <NA>            <NA>            <NA>            <NA>
179            <NA>      <NA>            <NA>            <NA>            <NA>
180            <NA>      <NA>            <NA>            <NA>            <NA>
181            <NA>      <NA>            <NA>            <NA>            <NA>
182            <NA>      <NA>            <NA>            <NA>            <NA>
183            <NA>      <NA>            <NA>            <NA>            <NA>
184            <NA>      <NA>            <NA>            <NA>            <NA>
185            <NA>      <NA>            <NA>            <NA>            <NA>
186            <NA>      <NA>            <NA>            <NA>            <NA>
187            <NA>      <NA>            <NA>            <NA>            <NA>
188            <NA>      <NA>            <NA>            <NA>            <NA>
189            <NA>      <NA>            <NA>            <NA>            <NA>
190            <NA>      <NA>            <NA>            <NA>            <NA>
191            <NA>      <NA>            <NA>            <NA>            <NA>
192            <NA>      <NA>            <NA>            <NA>            <NA>
193            <NA>      <NA>            <NA>            <NA>            <NA>
194            <NA>      <NA>            <NA>            <NA>            <NA>
195            <NA>      <NA>            <NA>            <NA>            <NA>
196            <NA>      <NA>            <NA>            <NA>            <NA>
197            <NA>      <NA>            <NA>            <NA>            <NA>
198            <NA>      <NA>            <NA>            <NA>            <NA>
199            <NA>      <NA>            <NA>            <NA>            <NA>
200            <NA>      <NA>            <NA>            <NA>            <NA>
201            <NA>      <NA>            <NA>            <NA>            <NA>
202            <NA>      <NA>            <NA>            <NA>            <NA>
203            <NA>      <NA>            <NA>            <NA>            <NA>
204            <NA>      <NA>            <NA>            <NA>            <NA>
205            <NA>      <NA>            <NA>            <NA>            <NA>
206            <NA>      <NA>            <NA>            <NA>            <NA>
207            <NA>      <NA>            <NA>            <NA>            <NA>
208            <NA>      <NA>            <NA>            <NA>            <NA>
209            <NA>      <NA>            <NA>            <NA>            <NA>
210            <NA>      <NA>            <NA>            <NA>            <NA>
211            <NA>      <NA>            <NA>            <NA>            <NA>
212            <NA>      <NA>            <NA>            <NA>            <NA>
213            <NA>      <NA>            <NA>            <NA>            <NA>
214            <NA>      <NA>            <NA>            <NA>            <NA>
215 Admin-1 capital      <NA> Admin-1 capital            <NA>            <NA>
216            <NA>      <NA>            <NA>            <NA>            <NA>
217            <NA>      <NA>            <NA>            <NA>            <NA>
218            <NA>      <NA>            <NA>            <NA>            <NA>
219            <NA>      <NA>            <NA>            <NA>            <NA>
220            <NA>      <NA>            <NA>            <NA>            <NA>
221            <NA>      <NA>            <NA>            <NA>            <NA>
222            <NA>      <NA>            <NA>            <NA>            <NA>
223            <NA>      <NA>            <NA>            <NA>            <NA>
224            <NA>      <NA>            <NA>            <NA>            <NA>
225            <NA>      <NA>            <NA>            <NA>            <NA>
226            <NA>      <NA>            <NA>            <NA>            <NA>
227            <NA>      <NA>            <NA>            <NA>            <NA>
228            <NA>      <NA>            <NA>            <NA>            <NA>
229            <NA>      <NA>            <NA>            <NA>            <NA>
230            <NA>      <NA>            <NA>            <NA>            <NA>
231            <NA>      <NA>            <NA>            <NA>            <NA>
232            <NA>      <NA>            <NA>            <NA>            <NA>
233            <NA>      <NA>            <NA>            <NA>            <NA>
234            <NA>      <NA>            <NA>            <NA>            <NA>
235            <NA>      <NA>            <NA>            <NA>            <NA>
236            <NA>      <NA>            <NA>            <NA>            <NA>
237            <NA>      <NA>            <NA>            <NA>            <NA>
238            <NA>      <NA>            <NA>            <NA>            <NA>
239            <NA>      <NA>            <NA>            <NA>            <NA>
240            <NA>      <NA>            <NA>            <NA>            <NA>
241            <NA>      <NA>            <NA>            <NA>            <NA>
242            <NA>      <NA>            <NA>            <NA>            <NA>
243            <NA>      <NA>            <NA>            <NA>            <NA>
          FCLASS_NP       FCLASS_PK FCLASS_DE FCLASS_GB FCLASS_BR FCLASS_IL
1              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
2              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
3              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
4              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
5              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
6              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
7              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
8              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
9              <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
10             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
11             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
12             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
13             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
14             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
15             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
16             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
17             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
18             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
19             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
20             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
21             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
22             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
23             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
24             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
25             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
26             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
27             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
28             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
29             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
30             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
31             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
32             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
33             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
34             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
35             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
36             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
37             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
38             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
39             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
40             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
41             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
42             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
43             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
44             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
45             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
46             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
47             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
48             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
49             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
50             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
51             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
52             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
53             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
54             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
55             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
56             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
57             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
58             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
59             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
60             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
61             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
62             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
63             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
64             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
65             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
66             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
67             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
68             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
69             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
70             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
71             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
72             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
73             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
74             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
75             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
76             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
77             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
78             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
79             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
80             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
81             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
82             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
83             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
84             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
85             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
86             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
87             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
88             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
89             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
90             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
91             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
92             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
93             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
94             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
95             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
96             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
97             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
98             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
99             <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
100            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
101            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
102            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
103            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
104            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
105            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
106            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
107            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
108            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
109            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
110            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
111            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
112            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
113            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
114            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
115            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
116            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
117            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
118            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
119            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
120            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
121            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
122            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
123            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
124            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
125            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
126            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
127            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
128            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
129            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
130            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
131            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
132            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
133            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
134            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
135            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
136            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
137            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
138            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
139            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
140            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
141            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
142            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
143            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
144            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
145            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
146            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
147            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
148            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
149            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
150            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
151            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
152            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
153            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
154            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
155            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
156            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
157            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
158            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
159            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
160            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
161            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
162            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
163            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
164            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
165            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
166            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
167            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
168            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
169            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
170            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
171            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
172            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
173            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
174            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
175            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
176            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
177            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
178            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
179            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
180            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
181            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
182            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
183            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
184            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
185            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
186            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
187            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
188            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
189            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
190            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
191            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
192            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
193            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
194            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
195            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
196            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
197            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
198            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
199            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
200            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
201            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
202            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
203            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
204            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
205            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
206            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
207            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
208            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
209            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
210            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
211            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
212            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
213            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
214            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
215 Admin-1 capital Admin-1 capital      <NA>      <NA>      <NA>      <NA>
216            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
217            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
218            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
219            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
220            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
221            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
222            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
223            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
224            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
225            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
226            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
227            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
228            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
229            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
230            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
231            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
232            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
233            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
234            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
235            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
236            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
237            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
238            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
239            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
240            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
241            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
242            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
243            <NA>            <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_PS FCLASS_SA       FCLASS_EG       FCLASS_MA FCLASS_PT FCLASS_AR
1        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
2        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
3        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
4        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
5        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
6        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
7        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
8        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
9        <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
10       <NA>      <NA>            <NA> Populated place      <NA>      <NA>
11       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
12       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
13       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
14       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
15       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
16       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
17       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
18       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
19       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
20       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
21       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
22       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
23       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
24       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
25       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
26       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
27       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
28       <NA>      <NA>            <NA> Admin-1 capital      <NA>      <NA>
29       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
30       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
31       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
32       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
33       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
34       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
35       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
36       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
37       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
38       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
39       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
40       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
41       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
42       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
43       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
44       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
45       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
46       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
47       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
48       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
49       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
50       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
51       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
52       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
53       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
54       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
55       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
56       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
57       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
58       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
59       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
60       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
61       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
62       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
63       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
64       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
65       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
66       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
67       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
68       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
69       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
70       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
71       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
72       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
73       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
74       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
75       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
76       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
77       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
78       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
79       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
80       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
81       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
82       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
83       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
84       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
85       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
86       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
87       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
88       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
89       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
90       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
91       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
92       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
93       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
94       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
95       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
96       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
97       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
98       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
99       <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
100      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
101      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
102      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
103      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
104      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
105      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
106      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
107      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
108      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
109      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
110      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
111      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
112      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
113      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
114      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
115      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
116      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
117      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
118      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
119      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
120      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
121      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
122      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
123      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
124      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
125      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
126      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
127      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
128      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
129      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
130      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
131      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
132      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
133      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
134      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
135      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
136      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
137      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
138      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
139      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
140      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
141      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
142      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
143      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
144      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
145      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
146      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
147      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
148      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
149      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
150      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
151      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
152      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
153      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
154      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
155      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
156      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
157      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
158      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
159      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
160      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
161      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
162      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
163      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
164      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
165      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
166      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
167      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
168      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
169      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
170      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
171      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
172      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
173      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
174      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
175      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
176      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
177      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
178      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
179      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
180      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
181      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
182      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
183      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
184      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
185      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
186      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
187      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
188      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
189      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
190      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
191      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
192      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
193      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
194      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
195      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
196      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
197      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
198      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
199      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
200      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
201      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
202      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
203      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
204      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
205      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
206      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
207      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
208      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
209      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
210      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
211      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
212      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
213      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
214      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
215      <NA>      <NA> Admin-1 capital Admin-1 capital      <NA>      <NA>
216      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
217      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
218      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
219      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
220      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
221      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
222      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
223      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
224      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
225      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
226      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
227      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
228      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
229      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
230      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
231      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
232      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
233      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
234      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
235      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
236      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
237      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
238      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
239      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
240      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
241      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
242      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
243      <NA>      <NA>            <NA>            <NA>      <NA>      <NA>
    FCLASS_JP FCLASS_KO FCLASS_VN FCLASS_TR FCLASS_ID FCLASS_PL       FCLASS_GR
1        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
2        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
3        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
4        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
5        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
6        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
7        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
8        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
9        <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
10       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
11       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
12       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
13       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
14       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
15       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
16       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
17       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
18       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
19       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
20       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
21       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
22       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
23       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
24       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
25       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
26       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
27       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
28       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
29       <NA>      <NA>      <NA>      <NA>      <NA>      <NA> Admin-1 capital
30       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
31       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
32       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
33       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
34       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
35       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
36       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
37       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
38       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
39       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
40       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
41       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
42       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
43       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
44       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
45       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
46       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
47       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
48       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
49       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
50       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
51       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
52       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
53       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
54       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
55       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
56       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
57       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
58       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
59       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
60       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
61       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
62       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
63       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
64       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
65       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
66       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
67       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
68       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
69       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
70       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
71       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
72       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
73       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
74       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
75       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
76       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
77       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
78       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
79       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
80       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
81       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
82       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
83       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
84       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
85       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
86       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
87       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
88       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
89       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
90       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
91       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
92       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
93       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
94       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
95       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
96       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
97       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
98       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
99       <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
100      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
101      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
102      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
103      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
104      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
105      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
106      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
107      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
108      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
109      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
110      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
111      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
112      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
113      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
114      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
115      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
116      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
117      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
118      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
119      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
120      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
121      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
122      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
123      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
124      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
125      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
126      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
127      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
128      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
129      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
130      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
131      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
132      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
133      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
134      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
135      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
136      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
137      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
138      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
139      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
140      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
141      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
142      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
143      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
144      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
145      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
146      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
147      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
148      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
149      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
150      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
151      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
152      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
153      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
154      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
155      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
156      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
157      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
158      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
159      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
160      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
161      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
162      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
163      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
164      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
165      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
166      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
167      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
168      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
169      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
170      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
171      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
172      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
173      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
174      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
175      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
176      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
177      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
178      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
179      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
180      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
181      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
182      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
183      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
184      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
185      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
186      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
187      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
188      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
189      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
190      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
191      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
192      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
193      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
194      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
195      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
196      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
197      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
198      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
199      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
200      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
201      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
202      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
203      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
204      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
205      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
206      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
207      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
208      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
209      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
210      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
211      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
212      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
213      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
214      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
215      <NA>      <NA>      <NA>      <NA>      <NA>      <NA> Admin-1 capital
216      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
217      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
218      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
219      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
220      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
221      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
222      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
223      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
224      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
225      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
226      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
227      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
228      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
229      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
230      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
231      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
232      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
233      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
234      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
235      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
236      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
237      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
238      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
239      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
240      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
241      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
242      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
243      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>            <NA>
    FCLASS_IT FCLASS_NL FCLASS_SE       FCLASS_BD FCLASS_UA
1        <NA>      <NA>      <NA>            <NA>      <NA>
2        <NA>      <NA>      <NA>            <NA>      <NA>
3        <NA>      <NA>      <NA>            <NA>      <NA>
4        <NA>      <NA>      <NA>            <NA>      <NA>
5        <NA>      <NA>      <NA>            <NA>      <NA>
6        <NA>      <NA>      <NA>            <NA>      <NA>
7        <NA>      <NA>      <NA>            <NA>      <NA>
8        <NA>      <NA>      <NA>            <NA>      <NA>
9        <NA>      <NA>      <NA>            <NA>      <NA>
10       <NA>      <NA>      <NA>            <NA>      <NA>
11       <NA>      <NA>      <NA>            <NA>      <NA>
12       <NA>      <NA>      <NA>            <NA>      <NA>
13       <NA>      <NA>      <NA>            <NA>      <NA>
14       <NA>      <NA>      <NA>            <NA>      <NA>
15       <NA>      <NA>      <NA>            <NA>      <NA>
16       <NA>      <NA>      <NA>            <NA>      <NA>
17       <NA>      <NA>      <NA>            <NA>      <NA>
18       <NA>      <NA>      <NA>            <NA>      <NA>
19       <NA>      <NA>      <NA>            <NA>      <NA>
20       <NA>      <NA>      <NA>            <NA>      <NA>
21       <NA>      <NA>      <NA>            <NA>      <NA>
22       <NA>      <NA>      <NA>            <NA>      <NA>
23       <NA>      <NA>      <NA>            <NA>      <NA>
24       <NA>      <NA>      <NA>            <NA>      <NA>
25       <NA>      <NA>      <NA>            <NA>      <NA>
26       <NA>      <NA>      <NA>            <NA>      <NA>
27       <NA>      <NA>      <NA>            <NA>      <NA>
28       <NA>      <NA>      <NA>            <NA>      <NA>
29       <NA>      <NA>      <NA>            <NA>      <NA>
30       <NA>      <NA>      <NA>            <NA>      <NA>
31       <NA>      <NA>      <NA>            <NA>      <NA>
32       <NA>      <NA>      <NA>            <NA>      <NA>
33       <NA>      <NA>      <NA>            <NA>      <NA>
34       <NA>      <NA>      <NA>            <NA>      <NA>
35       <NA>      <NA>      <NA>            <NA>      <NA>
36       <NA>      <NA>      <NA>            <NA>      <NA>
37       <NA>      <NA>      <NA>            <NA>      <NA>
38       <NA>      <NA>      <NA>            <NA>      <NA>
39       <NA>      <NA>      <NA>            <NA>      <NA>
40       <NA>      <NA>      <NA>            <NA>      <NA>
41       <NA>      <NA>      <NA>            <NA>      <NA>
42       <NA>      <NA>      <NA>            <NA>      <NA>
43       <NA>      <NA>      <NA>            <NA>      <NA>
44       <NA>      <NA>      <NA>            <NA>      <NA>
45       <NA>      <NA>      <NA>            <NA>      <NA>
46       <NA>      <NA>      <NA>            <NA>      <NA>
47       <NA>      <NA>      <NA>            <NA>      <NA>
48       <NA>      <NA>      <NA>            <NA>      <NA>
49       <NA>      <NA>      <NA>            <NA>      <NA>
50       <NA>      <NA>      <NA>            <NA>      <NA>
51       <NA>      <NA>      <NA>            <NA>      <NA>
52       <NA>      <NA>      <NA>            <NA>      <NA>
53       <NA>      <NA>      <NA>            <NA>      <NA>
54       <NA>      <NA>      <NA>            <NA>      <NA>
55       <NA>      <NA>      <NA>            <NA>      <NA>
56       <NA>      <NA>      <NA>            <NA>      <NA>
57       <NA>      <NA>      <NA>            <NA>      <NA>
58       <NA>      <NA>      <NA>            <NA>      <NA>
59       <NA>      <NA>      <NA>            <NA>      <NA>
60       <NA>      <NA>      <NA>            <NA>      <NA>
61       <NA>      <NA>      <NA>            <NA>      <NA>
62       <NA>      <NA>      <NA>            <NA>      <NA>
63       <NA>      <NA>      <NA>            <NA>      <NA>
64       <NA>      <NA>      <NA>            <NA>      <NA>
65       <NA>      <NA>      <NA>            <NA>      <NA>
66       <NA>      <NA>      <NA>            <NA>      <NA>
67       <NA>      <NA>      <NA>            <NA>      <NA>
68       <NA>      <NA>      <NA>            <NA>      <NA>
69       <NA>      <NA>      <NA>            <NA>      <NA>
70       <NA>      <NA>      <NA>            <NA>      <NA>
71       <NA>      <NA>      <NA>            <NA>      <NA>
72       <NA>      <NA>      <NA>            <NA>      <NA>
73       <NA>      <NA>      <NA>            <NA>      <NA>
74       <NA>      <NA>      <NA>            <NA>      <NA>
75       <NA>      <NA>      <NA>            <NA>      <NA>
76       <NA>      <NA>      <NA>            <NA>      <NA>
77       <NA>      <NA>      <NA>            <NA>      <NA>
78       <NA>      <NA>      <NA>            <NA>      <NA>
79       <NA>      <NA>      <NA>            <NA>      <NA>
80       <NA>      <NA>      <NA>            <NA>      <NA>
81       <NA>      <NA>      <NA>            <NA>      <NA>
82       <NA>      <NA>      <NA>            <NA>      <NA>
83       <NA>      <NA>      <NA>            <NA>      <NA>
84       <NA>      <NA>      <NA>            <NA>      <NA>
85       <NA>      <NA>      <NA>            <NA>      <NA>
86       <NA>      <NA>      <NA>            <NA>      <NA>
87       <NA>      <NA>      <NA>            <NA>      <NA>
88       <NA>      <NA>      <NA>            <NA>      <NA>
89       <NA>      <NA>      <NA>            <NA>      <NA>
90       <NA>      <NA>      <NA>            <NA>      <NA>
91       <NA>      <NA>      <NA>            <NA>      <NA>
92       <NA>      <NA>      <NA>            <NA>      <NA>
93       <NA>      <NA>      <NA>            <NA>      <NA>
94       <NA>      <NA>      <NA>            <NA>      <NA>
95       <NA>      <NA>      <NA>            <NA>      <NA>
96       <NA>      <NA>      <NA>            <NA>      <NA>
97       <NA>      <NA>      <NA>            <NA>      <NA>
98       <NA>      <NA>      <NA>            <NA>      <NA>
99       <NA>      <NA>      <NA>            <NA>      <NA>
100      <NA>      <NA>      <NA>            <NA>      <NA>
101      <NA>      <NA>      <NA>            <NA>      <NA>
102      <NA>      <NA>      <NA>            <NA>      <NA>
103      <NA>      <NA>      <NA>            <NA>      <NA>
104      <NA>      <NA>      <NA>            <NA>      <NA>
105      <NA>      <NA>      <NA>            <NA>      <NA>
106      <NA>      <NA>      <NA>            <NA>      <NA>
107      <NA>      <NA>      <NA>            <NA>      <NA>
108      <NA>      <NA>      <NA>            <NA>      <NA>
109      <NA>      <NA>      <NA>            <NA>      <NA>
110      <NA>      <NA>      <NA>            <NA>      <NA>
111      <NA>      <NA>      <NA>            <NA>      <NA>
112      <NA>      <NA>      <NA>            <NA>      <NA>
113      <NA>      <NA>      <NA>            <NA>      <NA>
114      <NA>      <NA>      <NA>            <NA>      <NA>
115      <NA>      <NA>      <NA>            <NA>      <NA>
116      <NA>      <NA>      <NA>            <NA>      <NA>
117      <NA>      <NA>      <NA>            <NA>      <NA>
118      <NA>      <NA>      <NA>            <NA>      <NA>
119      <NA>      <NA>      <NA>            <NA>      <NA>
120      <NA>      <NA>      <NA>            <NA>      <NA>
121      <NA>      <NA>      <NA>            <NA>      <NA>
122      <NA>      <NA>      <NA>            <NA>      <NA>
123      <NA>      <NA>      <NA>            <NA>      <NA>
124      <NA>      <NA>      <NA>            <NA>      <NA>
125      <NA>      <NA>      <NA>            <NA>      <NA>
126      <NA>      <NA>      <NA>            <NA>      <NA>
127      <NA>      <NA>      <NA>            <NA>      <NA>
128      <NA>      <NA>      <NA>            <NA>      <NA>
129      <NA>      <NA>      <NA>            <NA>      <NA>
130      <NA>      <NA>      <NA>            <NA>      <NA>
131      <NA>      <NA>      <NA>            <NA>      <NA>
132      <NA>      <NA>      <NA>            <NA>      <NA>
133      <NA>      <NA>      <NA>            <NA>      <NA>
134      <NA>      <NA>      <NA>            <NA>      <NA>
135      <NA>      <NA>      <NA>            <NA>      <NA>
136      <NA>      <NA>      <NA>            <NA>      <NA>
137      <NA>      <NA>      <NA>            <NA>      <NA>
138      <NA>      <NA>      <NA>            <NA>      <NA>
139      <NA>      <NA>      <NA>            <NA>      <NA>
140      <NA>      <NA>      <NA>            <NA>      <NA>
141      <NA>      <NA>      <NA>            <NA>      <NA>
142      <NA>      <NA>      <NA>            <NA>      <NA>
143      <NA>      <NA>      <NA>            <NA>      <NA>
144      <NA>      <NA>      <NA>            <NA>      <NA>
145      <NA>      <NA>      <NA>            <NA>      <NA>
146      <NA>      <NA>      <NA>            <NA>      <NA>
147      <NA>      <NA>      <NA>            <NA>      <NA>
148      <NA>      <NA>      <NA>            <NA>      <NA>
149      <NA>      <NA>      <NA>            <NA>      <NA>
150      <NA>      <NA>      <NA>            <NA>      <NA>
151      <NA>      <NA>      <NA>            <NA>      <NA>
152      <NA>      <NA>      <NA>            <NA>      <NA>
153      <NA>      <NA>      <NA>            <NA>      <NA>
154      <NA>      <NA>      <NA>            <NA>      <NA>
155      <NA>      <NA>      <NA>            <NA>      <NA>
156      <NA>      <NA>      <NA>            <NA>      <NA>
157      <NA>      <NA>      <NA>            <NA>      <NA>
158      <NA>      <NA>      <NA>            <NA>      <NA>
159      <NA>      <NA>      <NA>            <NA>      <NA>
160      <NA>      <NA>      <NA>            <NA>      <NA>
161      <NA>      <NA>      <NA>            <NA>      <NA>
162      <NA>      <NA>      <NA>            <NA>      <NA>
163      <NA>      <NA>      <NA>            <NA>      <NA>
164      <NA>      <NA>      <NA>            <NA>      <NA>
165      <NA>      <NA>      <NA>            <NA>      <NA>
166      <NA>      <NA>      <NA>            <NA>      <NA>
167      <NA>      <NA>      <NA>            <NA>      <NA>
168      <NA>      <NA>      <NA>            <NA>      <NA>
169      <NA>      <NA>      <NA>            <NA>      <NA>
170      <NA>      <NA>      <NA>            <NA>      <NA>
171      <NA>      <NA>      <NA>            <NA>      <NA>
172      <NA>      <NA>      <NA>            <NA>      <NA>
173      <NA>      <NA>      <NA>            <NA>      <NA>
174      <NA>      <NA>      <NA>            <NA>      <NA>
175      <NA>      <NA>      <NA>            <NA>      <NA>
176      <NA>      <NA>      <NA>            <NA>      <NA>
177      <NA>      <NA>      <NA>            <NA>      <NA>
178      <NA>      <NA>      <NA>            <NA>      <NA>
179      <NA>      <NA>      <NA>            <NA>      <NA>
180      <NA>      <NA>      <NA>            <NA>      <NA>
181      <NA>      <NA>      <NA>            <NA>      <NA>
182      <NA>      <NA>      <NA>            <NA>      <NA>
183      <NA>      <NA>      <NA>            <NA>      <NA>
184      <NA>      <NA>      <NA>            <NA>      <NA>
185      <NA>      <NA>      <NA>            <NA>      <NA>
186      <NA>      <NA>      <NA>            <NA>      <NA>
187      <NA>      <NA>      <NA>            <NA>      <NA>
188      <NA>      <NA>      <NA>            <NA>      <NA>
189      <NA>      <NA>      <NA>            <NA>      <NA>
190      <NA>      <NA>      <NA>            <NA>      <NA>
191      <NA>      <NA>      <NA>            <NA>      <NA>
192      <NA>      <NA>      <NA>            <NA>      <NA>
193      <NA>      <NA>      <NA>            <NA>      <NA>
194      <NA>      <NA>      <NA>            <NA>      <NA>
195      <NA>      <NA>      <NA>            <NA>      <NA>
196      <NA>      <NA>      <NA>            <NA>      <NA>
197      <NA>      <NA>      <NA>            <NA>      <NA>
198      <NA>      <NA>      <NA>            <NA>      <NA>
199      <NA>      <NA>      <NA>            <NA>      <NA>
200      <NA>      <NA>      <NA>            <NA>      <NA>
201      <NA>      <NA>      <NA>            <NA>      <NA>
202      <NA>      <NA>      <NA>            <NA>      <NA>
203      <NA>      <NA>      <NA>            <NA>      <NA>
204      <NA>      <NA>      <NA>            <NA>      <NA>
205      <NA>      <NA>      <NA>            <NA>      <NA>
206      <NA>      <NA>      <NA>            <NA>      <NA>
207      <NA>      <NA>      <NA>            <NA>      <NA>
208      <NA>      <NA>      <NA>            <NA>      <NA>
209      <NA>      <NA>      <NA>            <NA>      <NA>
210      <NA>      <NA>      <NA>            <NA>      <NA>
211      <NA>      <NA>      <NA>            <NA>      <NA>
212      <NA>      <NA>      <NA>            <NA>      <NA>
213      <NA>      <NA>      <NA>            <NA>      <NA>
214      <NA>      <NA>      <NA>            <NA>      <NA>
215      <NA>      <NA>      <NA> Admin-1 capital      <NA>
216      <NA>      <NA>      <NA>            <NA>      <NA>
217      <NA>      <NA>      <NA>            <NA>      <NA>
218      <NA>      <NA>      <NA>            <NA>      <NA>
219      <NA>      <NA>      <NA>            <NA>      <NA>
220      <NA>      <NA>      <NA>            <NA>      <NA>
221      <NA>      <NA>      <NA>            <NA>      <NA>
222      <NA>      <NA>      <NA>            <NA>      <NA>
223      <NA>      <NA>      <NA>            <NA>      <NA>
224      <NA>      <NA>      <NA>            <NA>      <NA>
225      <NA>      <NA>      <NA>            <NA>      <NA>
226      <NA>      <NA>      <NA>            <NA>      <NA>
227      <NA>      <NA>      <NA>            <NA>      <NA>
228      <NA>      <NA>      <NA>            <NA>      <NA>
229      <NA>      <NA>      <NA>            <NA>      <NA>
230      <NA>      <NA>      <NA>            <NA>      <NA>
231      <NA>      <NA>      <NA>            <NA>      <NA>
232      <NA>      <NA>      <NA>            <NA>      <NA>
233      <NA>      <NA>      <NA>            <NA>      <NA>
234      <NA>      <NA>      <NA>            <NA>      <NA>
235      <NA>      <NA>      <NA>            <NA>      <NA>
236      <NA>      <NA>      <NA>            <NA>      <NA>
237      <NA>      <NA>      <NA>            <NA>      <NA>
238      <NA>      <NA>      <NA>            <NA>      <NA>
239      <NA>      <NA>      <NA>            <NA>      <NA>
240      <NA>      <NA>      <NA>            <NA>      <NA>
241      <NA>      <NA>      <NA>            <NA>      <NA>
242      <NA>      <NA>      <NA>            <NA>      <NA>
243      <NA>      <NA>      <NA>            <NA>      <NA>
                       geometry
1     POINT (12.45339 41.90328)
2      POINT (12.44177 43.9361)
3      POINT (9.51667 47.13372)
4        POINT (31.2 -26.46667)
5     POINT (6.130003 49.61166)
6       POINT (158.15 6.916644)
7       POINT (171.38 7.103004)
8    POINT (179.2166 -8.516652)
9     POINT (134.6265 7.487396)
10   POINT (-9.652522 26.11917)
11    POINT (7.406913 43.73965)
12    POINT (173.0176 1.338188)
13   POINT (43.24024 -11.70416)
14        POINT (1.516486 42.5)
15     POINT (-61.51703 10.652)
16   POINT (30.05859 -1.951644)
17   POINT (31.13333 -26.31665)
18    POINT (31.58003 4.829975)
19    POINT (4.269961 52.08004)
20    POINT (14.51497 46.05529)
21    POINT (17.11698 48.15002)
22    POINT (51.53297 25.28656)
23    POINT (19.26631 42.46597)
24    POINT (79.94999 6.900004)
25    POINT (120.5699 16.42999)
26      POINT (35.75 -6.183306)
27    POINT (7.466976 46.91668)
28   POINT (-13.20001 27.14998)
29    POINT (21.16598 42.66671)
30   POINT (-61.38701 15.30102)
31      POINT (43.148 11.59501)
32     POINT (101.7019 2.91402)
33    POINT (135.7481 35.03194)
34    POINT (-16.5917 13.45388)
35    POINT (21.43346 42.00001)
36     POINT (-59.61653 13.102)
37    POINT (2.616626 6.483311)
38   POINT (29.36001 -3.376087)
39   POINT (-61.21206 13.14828)
40   POINT (-61.00001 14.00197)
41   POINT (-62.71701 17.30203)
42   POINT (57.49999 -20.16664)
43   POINT (-61.74164 12.05263)
44    POINT (50.58305 26.23614)
45   POINT (-61.85003 17.11804)
46     POINT (-56.173 -34.8561)
47    POINT (1.220811 6.133883)
48    POINT (10.17968 36.80278)
49    POINT (54.36659 24.46668)
50     POINT (58.3833 37.94999)
51    POINT (28.28138 -15.4147)
52   POINT (31.04276 -17.81584)
53   POINT (125.5795 -8.559388)
54   POINT (168.3166 -17.73335)
55   POINT (-87.21948 14.10399)
56   POINT (-58.16703 6.801974)
57   POINT (-21.95001 64.15002)
58   POINT (-72.33798 18.54297)
59   POINT (32.58138 0.3186048)
60    POINT (-55.16703 5.83503)
61     POINT (2.11471 13.51865)
62    POINT (68.77388 38.56004)
63  POINT (-57.64345 -25.29446)
64   POINT (-86.27044 12.15496)
65   POINT (-13.23616 8.471957)
66    POINT (73.16469 33.70194)
67     POINT (85.3147 27.71864)
68   POINT (26.22991 -29.11999)
69   POINT (28.22748 -25.70497)
70   POINT (147.1925 -9.464708)
71   POINT (159.9498 -9.437994)
72   POINT (-79.53498 8.969963)
73   POINT (-6.836408 34.02531)
74    POINT (28.85771 47.00502)
75   POINT (32.58722 -25.95333)
76    POINT (45.36473 2.068627)
77    POINT (58.59331 23.61332)
78    POINT (79.85775 6.931966)
79    POINT (106.9147 47.91862)
80   POINT (17.08355 -22.57001)
81    POINT (7.531382 9.085279)
82   POINT (-15.59836 11.86502)
83    POINT (35.93135 31.95197)
84    POINT (25.31664 54.68337)
85    POINT (24.09997 56.95002)
86    POINT (74.58326 42.87503)
87   POINT (27.48327 -29.31667)
88   POINT (47.51468 -18.91469)
89   POINT (-78.502 -0.2130423)
90     POINT (-84.086 9.936958)
91   POINT (-89.20499 13.71195)
92   POINT (-76.76743 17.97708)
93     POINT (15.0472 12.11504)
94    POINT (8.783278 3.750015)
95    POINT (38.93332 15.33334)
96    POINT (15.99999 45.80001)
97    POINT (24.72804 59.43388)
98     POINT (33.7833 -13.9833)
99   POINT (-90.52891 14.62308)
100  POINT (9.457965 0.3853886)
101  POINT (178.4417 -18.13302)
102 POINT (-71.62296 -33.04582)
103  POINT (-15.97534 18.08643)
104  POINT (-8.001985 12.65196)
105   POINT (35.50776 33.87392)
106   POINT (44.78885 41.72696)
107   POINT (71.42777 51.18113)
108      POINT (102.6 17.96669)
109   POINT (15.28274 -4.25724)
110  POINT (-13.68218 9.533469)
111  POINT (-5.275503 6.818381)
112  POINT (-75.70196 45.41864)
113   POINT (20.46604 44.82059)
114   POINT (114.9333 4.883331)
115 POINT (-65.25952 -19.04097)
116  POINT (-88.76707 17.25203)
117   POINT (18.55829 4.366644)
118    POINT (11.5147 3.868647)
119   POINT (19.81888 41.32754)
120    POINT (44.51161 40.1831)
121   POINT (49.86027 40.39722)
122   POINT (104.9147 11.55198)
123 POINT (-68.15193 -16.49603)
124   POINT (2.518045 6.401954)
125    POINT (23.31471 42.6853)
126   POINT (27.56468 53.90192)
127   POINT (89.63901 27.47299)
128  POINT (25.91195 -24.64631)
129   POINT (149.129 -35.28303)
130   POINT (-1.52667 12.37226)
131     POINT (18.383 43.85002)
132    POINT (96.11667 19.7685)
133 POINT (-175.2206 -21.13851)
134   POINT (44.06531 9.560022)
135  POINT (55.44999 -4.616632)
136  POINT (6.733325 0.3334021)
137 POINT (-171.7386 -13.84154)
138   POINT (14.51471 35.89973)
139   POINT (73.49995 4.166708)
140   POINT (35.20663 31.77841)
141   POINT (-23.51669 14.9167)
142  POINT (-77.35004 25.08339)
143   POINT (33.36663 35.16668)
144  POINT (174.7833 -41.29999)
145   POINT (105.8481 21.03527)
146   POINT (32.86245 39.92918)
147   POINT (19.08137 47.50195)
148   POINT (44.20465 15.35668)
149     POINT (26.098 44.43532)
150   POINT (36.29805 33.50198)
151  POINT (-9.146812 38.72467)
152   POINT (32.53223 15.59002)
153   POINT (10.74803 59.91864)
154   POINT (20.99805 52.25195)
155   POINT (125.7527 39.02138)
156   POINT (39.2664 -6.798067)
157  POINT (-6.250851 53.33501)
158  POINT (-10.79966 6.314582)
159    POINT (101.698 3.168612)
160   POINT (-82.36613 23.1339)
161   POINT (14.46403 50.08528)
162   POINT (47.97636 29.37166)
163  POINT (-69.90203 18.47202)
164  POINT (-0.2186616 5.55198)
165    POINT (13.18001 32.8925)
166   POINT (34.76807 32.08194)
167   POINT (24.93218 60.17751)
168   POINT (12.56154 55.68051)
169  POINT (-4.041994 5.321943)
170   POINT (-47.918 -15.78139)
171   POINT (4.331371 50.83526)
172   POINT (90.40663 23.72501)
173   POINT (13.23248 -8.83634)
174   POINT (3.048607 36.76501)
175    POINT (96.16473 16.7853)
176   POINT (-122.4172 37.7692)
177   POINT (-104.986 39.74113)
178  POINT (-95.34193 29.82192)
179  POINT (-80.22605 25.78956)
180   POINT (-84.4019 33.83196)
181    POINT (-87.752 41.83194)
182  POINT (-66.91898 10.50294)
183   POINT (30.51468 50.43531)
184   POINT (55.27803 25.23194)
185   POINT (69.29299 41.31365)
186  POINT (-3.685297 40.40197)
187   POINT (6.140028 46.21001)
188   POINT (18.09539 59.35271)
189   POINT (100.5147 13.75195)
190 POINT (-77.05201 -12.04607)
191  POINT (-17.47508 14.71778)
192   POINT (28.02806 -26.1681)
193   POINT (4.914694 52.35191)
194  POINT (-7.618313 33.60192)
195    POINT (126.9978 37.5683)
196    POINT (120.9803 14.6061)
197  POINT (-100.3319 25.67194)
198    POINT (13.3996 52.52376)
199   POINT (87.57306 43.80696)
200   POINT (104.0681 30.67195)
201   POINT (135.4582 34.75198)
202  POINT (15.31303 -4.327778)
203   POINT (77.19998 28.60002)
204   POINT (77.55806 12.97194)
205   POINT (23.73138 37.98527)
206   POINT (44.39192 33.34059)
207   POINT (38.69806 9.035256)
208    POINT (51.4224 35.67389)
209  POINT (-123.1236 49.27536)
210  POINT (-79.42197 43.70193)
211 POINT (-58.39948 -34.60056)
212   POINT (69.18131 34.51864)
213   POINT (16.36469 48.20196)
214  POINT (144.9731 -37.81809)
215   POINT (121.5683 25.03583)
216   POINT (174.763 -36.84805)
217  POINT (-118.1819 33.99192)
218   POINT (-77.01136 38.9015)
219  POINT (-73.98196 40.75192)
220 POINT (-0.1186677 51.50194)
221   POINT (29.00806 41.10694)
222    POINT (46.7708 24.64278)
223  POINT (18.43304 -33.91807)
224   POINT (37.61358 55.75411)
225  POINT (-99.13293 19.44439)
226   POINT (3.389585 6.445208)
227    POINT (12.48131 41.8979)
228   POINT (116.3863 39.93084)
229  POINT (36.81471 -1.281401)
230  POINT (106.8275 -6.172472)
231  POINT (-74.08529 4.598369)
232   POINT (31.24802 30.05191)
233    POINT (121.4346 31.2184)
234   POINT (139.7495 35.68696)
235   POINT (72.85504 19.01894)
236    POINT (2.33139 48.86864)
237 POINT (-70.66899 -33.44807)
238   POINT (88.32273 22.49692)
239 POINT (-43.22697 -22.92308)
240 POINT (-46.62697 -23.55673)
241  POINT (151.1832 -33.91807)
242   POINT (103.8539 1.294979)
243   POINT (114.1831 22.30693)

However, such objects:

  • no longer register which column is the geometry list-column,
  • no longer have a plot method, and
  • lack all of the other dedicated methods for class sf.

Getting some spatial data

NaturalEarth provides a wealth of information.

Getting some spatial data

renv::install(
  c("rnaturalearth",
    "ropensci/rnaturalearthhires")
)
library(rnaturalearth)

Three different scales:

  • 10: Large: 1:10m (1cm = 100km)

  • 50: Medium: 1:50m (1cm = 500km)

  • 110: Small: 1:110 (1cm = 1100km)

Different categories:

  • Physical

  • Cultural

  • Raster

Natural Earth countries

italy <- ne_countries(
  country = "Italy",
  scale = "large",
  returnclass = "sf"
)
ggplot() + geom_sf(data=italy)

Natural Earth countries (continent)

africa <- ne_countries(
  continent = "Africa",
  scale = "large",
  returnclass = "sf"
)
ggplot() + geom_sf(data=africa)

Regional level information

italy <- ne_states(country="Italy", returnclass="sf")
ggplot() +
  geom_sf(data=italy)

Additional information for download!

options("download.file.method" = 
          "libcurl")

lakes_file <- "data/ne_10m_lakes.shp"
if (!file.exists(lakes_file)) {
  lakes <- ne_download(
    scale = "large",
    type = "lakes",
    category = "physical",
    returnclass = "sf"
  )
  write_sf(lakes, lakes_file)
} else {
  lakes <- read_sf(lakes_file)
}
ggplot() +
  geom_sf(data = lakes)

If there are problems with downloads, the data is also available here.

SF and GGPlot

  • Specific “geometric object”: geom_sf.

  • Uses the geometry column of your data to retrieve geometries to plot.

  • The actual geometric object depends on the geometry values.

SF and GGPlot

ggplot() +
  geom_sf(
    data=africa
  )

SF and GGPlot

names(africa)
  [1] "featurecla" "scalerank"  "labelrank"  "sovereignt" "sov_a3"    
  [6] "adm0_dif"   "level"      "type"       "tlc"        "admin"     
 [11] "adm0_a3"    "geou_dif"   "geounit"    "gu_a3"      "su_dif"    
 [16] "subunit"    "su_a3"      "brk_diff"   "name"       "name_long" 
 [21] "brk_a3"     "brk_name"   "brk_group"  "abbrev"     "postal"    
 [26] "formal_en"  "formal_fr"  "name_ciawf" "note_adm0"  "note_brk"  
 [31] "name_sort"  "name_alt"   "mapcolor7"  "mapcolor8"  "mapcolor9" 
 [36] "mapcolor13" "pop_est"    "pop_rank"   "pop_year"   "gdp_md"    
 [41] "gdp_year"   "economy"    "income_grp" "fips_10"    "iso_a2"    
 [46] "iso_a2_eh"  "iso_a3"     "iso_a3_eh"  "iso_n3"     "iso_n3_eh" 
 [51] "un_a3"      "wb_a2"      "wb_a3"      "woe_id"     "woe_id_eh" 
 [56] "woe_note"   "adm0_iso"   "adm0_diff"  "adm0_tlc"   "adm0_a3_us"
 [61] "adm0_a3_fr" "adm0_a3_ru" "adm0_a3_es" "adm0_a3_cn" "adm0_a3_tw"
 [66] "adm0_a3_in" "adm0_a3_np" "adm0_a3_pk" "adm0_a3_de" "adm0_a3_gb"
 [71] "adm0_a3_br" "adm0_a3_il" "adm0_a3_ps" "adm0_a3_sa" "adm0_a3_eg"
 [76] "adm0_a3_ma" "adm0_a3_pt" "adm0_a3_ar" "adm0_a3_jp" "adm0_a3_ko"
 [81] "adm0_a3_vn" "adm0_a3_tr" "adm0_a3_id" "adm0_a3_pl" "adm0_a3_gr"
 [86] "adm0_a3_it" "adm0_a3_nl" "adm0_a3_se" "adm0_a3_bd" "adm0_a3_ua"
 [91] "adm0_a3_un" "adm0_a3_wb" "continent"  "region_un"  "subregion" 
 [96] "region_wb"  "name_len"   "long_len"   "abbrev_len" "tiny"      
[101] "homepart"   "min_zoom"   "min_label"  "max_label"  "label_x"   
[106] "label_y"    "ne_id"      "wikidataid" "name_ar"    "name_bn"   
[111] "name_de"    "name_en"    "name_es"    "name_fa"    "name_fr"   
[116] "name_el"    "name_he"    "name_hi"    "name_hu"    "name_id"   
[121] "name_it"    "name_ja"    "name_ko"    "name_nl"    "name_pl"   
[126] "name_pt"    "name_ru"    "name_sv"    "name_tr"    "name_uk"   
[131] "name_ur"    "name_vi"    "name_zh"    "name_zht"   "fclass_iso"
[136] "tlc_diff"   "fclass_tlc" "fclass_us"  "fclass_fr"  "fclass_ru" 
[141] "fclass_es"  "fclass_cn"  "fclass_tw"  "fclass_in"  "fclass_np" 
[146] "fclass_pk"  "fclass_de"  "fclass_gb"  "fclass_br"  "fclass_il" 
[151] "fclass_ps"  "fclass_sa"  "fclass_eg"  "fclass_ma"  "fclass_pt" 
[156] "fclass_ar"  "fclass_jp"  "fclass_ko"  "fclass_vn"  "fclass_tr" 
[161] "fclass_id"  "fclass_pl"  "fclass_gr"  "fclass_it"  "fclass_nl" 
[166] "fclass_se"  "fclass_bd"  "fclass_ua"  "geometry"  

SF and GGPlot

SF and GGPlot

ggplot() +
  geom_sf(
    data=filter(africa))   

SF and GGPlot

ggplot() +
  geom_sf(
    data=filter(africa, 
                pop_year == 2019))

SF and GGPlot

ggplot() +
  geom_sf(
    data=filter(africa, 
                pop_year == 2019),   
    mapping=aes(
      fill=as.numeric(pop_est))
  ) 

SF and GGPlot

ggplot() +
  geom_sf(
    data=filter(africa, 
                pop_year == 2019),   
    mapping=aes(
      fill=as.numeric(pop_est))
  ) +
  scale_fill_viridis_c()

SF and GGPlot

ggplot() +
  geom_sf(
    data=filter(africa, 
                pop_year == 2019),
    mapping=aes(
      fill=rank(as.numeric(pop_est)))
  ) +
  scale_fill_viridis_c() +
  labs(fill="Rank by population",
       caption="This allows to see the most populated and 
                least populated countries")

Geometric operations

b0 = st_polygon(
  list(rbind(c(-1,-1), 
             c(1,-1), 
             c(1,1), 
             c(-1,1), 
             c(-1,-1))))
b1 = b0 + 2
b2 = b0 + c(-0.2, 2)
x = st_sfc(b0, b1, b2)
a0 = b0 * 0.8
a1 = a0 * 0.5 + c(2, 0.7)
a2 = a0 + 1
a3 = b0 * 0.5 + c(2, -0.5)
y = st_sfc(a0,a1,a2,a3)


ggplot() + 
  geom_sf(data=x, 
          color='red', 
          fill=NA) + 
  geom_sf(data=y, 
          color='blue', 
          fill=NA) + 
  theme_void()

Union

ux <- st_union(x)
uy <- st_union(y)
ggplot() +
  geom_sf(data=ux) +
  theme_void()

Buffering

outer <- st_buffer(ux, 0.2)
inner <- st_buffer(ux, -0.2)
ggplot() +
  geom_sf(data=ux, fill=NA) +
  geom_sf(data=outer, 
          color="red", 
          fill=NA) +
  geom_sf(data=inner, 
          color="blue", 
          fill=NA) +
  theme_void()

Intersection

ggplot() +
  geom_sf(data=x, 
          color='gray', 
          fill=NA) +
  geom_sf(
    data = st_intersection(ux, uy),
    alpha = 0.7) +
  theme_void()

Difference

ggplot() +
  geom_sf(data=x, 
          color='gray', 
          fill=NA) +
  geom_sf(
    data = st_difference(ux, uy),
    alpha = 0.7) +
  theme_void()

Difference/2

ggplot() +
  geom_sf(data=x, 
          color='gray', 
          fill=NA) +
  geom_sf(
    data = st_difference(uy, ux),
    alpha = 0.7) +
  theme_void()

Symmetric difference

ggplot() +
  geom_sf(data=x, 
          color='gray', 
          fill=NA) +
  geom_sf(
    data = st_sym_difference(ux, uy),
    alpha = 0.7) +
  theme_void()

Units of measure

The units package provides a way of setting and transforming units.

renv::install("units")
library(units)
distance <- set_units(1500, "m")
distance
1500 [m]
set_units(distance, "km")
1.5 [km]
set_units(distance, "cm")
150000 [cm]

Transforming sf tables

library(units)

africa %>% 
  filter(pop_year == 2019) %>% 
  mutate(
    pop_density = 
      as.integer(pop_est) / 
      set_units(
        st_area(geometry), "km^2"
        ),
    pop_dens_rank = 
      rank(drop_units(pop_density))
  ) %>% 
  ggplot() +
  geom_sf(aes(fill = pop_dens_rank)) +
  scale_fill_viridis_c()

Summarising simple features

  • The st_union combines several simple features into one.
  • It is invoked automatically when using dplyr::summarise
italy %>%
  mutate(area = st_area(geometry)) %>% 
  summarise(
    area = sum(area)
    
  )
Simple feature collection with 1 feature and 1 field
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 6.602728 ymin: 35.48924 xmax: 18.51743 ymax: 47.08521
Geodetic CRS:  WGS 84
                area                       geometry
1 301184744530 [m^2] MULTIPOLYGON (((8.483897 39...
italy %>% 
  mutate(area = st_area(geometry)) %>% 
  summarise(
    area = sum(area),
    geometry = st_union(geometry)
  )
Simple feature collection with 1 feature and 1 field
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 6.602728 ymin: 35.48924 xmax: 18.51743 ymax: 47.08521
Geodetic CRS:  WGS 84
                area                       geometry
1 301184744530 [m^2] MULTIPOLYGON (((8.483897 39...

Summarising simple features

Summarising simple features

italy
Simple feature collection with 110 features and 121 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 6.602728 ymin: 35.48924 xmax: 18.51743 ymax: 47.08521
Geodetic CRS:  WGS 84
First 10 features:
                        featurecla scalerank adm1_code diss_me iso_3166_2
389 Admin-1 states provinces lakes         3  ITA-5442    5442      IT-AO
391 Admin-1 states provinces lakes         3  ITA-5437    5437      IT-VB
393 Admin-1 states provinces lakes         3  ITA-5451    5451      IT-VA
394 Admin-1 states provinces lakes         3  ITA-5452    5452      IT-CO
396 Admin-1 states provinces lakes         3  ITA-5444    5444      IT-SO
397 Admin-1 states provinces lakes         3  ITA-5459    5459      IT-BZ
431 Admin-1 states provinces lakes         3  ITA-5369    5369      IT-IM
433 Admin-1 states provinces lakes         3  ITA-5441    5441      IT-CN
436 Admin-1 states provinces lakes         3  ITA-5434    5434      IT-TO
554 Admin-1 states provinces lakes         3  ITA-5366    5366      IT-RN
    wikipedia iso_a2 adm0_sr                 name
389      <NA>     IT       1                Aoste
391      <NA>     IT       1 Verbano-Cusio-Ossola
393      <NA>     IT       1               Varese
394      <NA>     IT       1                 Como
396      <NA>     IT       1              Sondrio
397      <NA>     IT       1                Bozen
431      <NA>     IT       1              Imperia
433      <NA>     IT       1                Cuneo
436      <NA>     IT       1                Turin
554      <NA>     IT       1               Rimini
                                                                                      name_alt
389                                              Aosta|Aosta Valley|Val d'Aoste|Vallée d'Aoste
391                                                          Piemont|Piémont|Piemonte|Piedmont
393                                                               Lombardy|Lombardei|Lombardie
394                                                               Lombardy|Lombardei|Lombardie
396                                                               Lombardy|Lombardei|Lombardie
397 Bolzano|Trentino - Alto Adige|Trentino-Alto Adigio|Trentino-South Tirol|Venezia Tridentina
431                                                                               Lacio|Latium
433                                                          Piemont|Piémont|Piemonte|Piedmont
436                                                   Torino|Piemont|Piémont|Piemonte|Piedmont
554                                         Emilia Romagna|Emilia|Emilia-Romaña|Émilie-Romagne
    name_local     type  type_en code_local code_hasc note hasc_maybe
389       <NA> Province Province         11     IT.AO  ITC       <NA>
391       <NA> Province Province         28     IT.VB  ITC       <NA>
393       <NA> Province Province         21     IT.VA  ITC       <NA>
394       <NA> Province Province         22     IT.CO  ITC       <NA>
396       <NA> Province Province         96     IT.SO  ITC       <NA>
397       <NA> Province Province         39     IT.BZ  ITD       <NA>
431       <NA> Province Province         18     IT.IM <NA>       <NA>
433       <NA> Province Province         12     IT.CN  ITC       <NA>
436       <NA> Province Province         10     IT.TO  ITC       <NA>
554       <NA> Province Province         47     IT.RN  ITD       <NA>
                 region region_cod provnum_ne gadm_level check_me datarank
389       Valle d'Aosta      IT-23         12          1       20        3
391            Piemonte      IT-21         13          1       20        3
393           Lombardia      IT-25         17          1       20        3
394           Lombardia      IT-25         17          1       20        3
396           Lombardia      IT-25         17          1       20        3
397 Trentino-Alto Adige      IT-32         19          1       20        3
431             Liguria      IT-42          8          1       20        3
433            Piemonte      IT-21         13          1       20        3
436            Piemonte      IT-21         13          1       20        3
554      Emilia-Romagna      IT-45         21          1       20        3
    abbrev postal area_sqkm sameascity labelrank name_len mapcolor9 mapcolor13
389   <NA>     AO         0        -99         3        5         8          7
391   <NA>     VB         0        -99         3       20         8          7
393   <NA>     VA         0        -99         3        6         8          7
394   <NA>     CO         0        -99         3        4         8          7
396   <NA>     SO         0        -99         3        7         8          7
397   <NA>     BZ         0        -99         3        5         8          7
431   <NA>     IM         0        -99         3        7         8          7
433   <NA>     CN         0        -99         3        5         8          7
436   <NA>     TO         0        -99         3        5         8          7
554   <NA>     RN         0        -99         3        6         8          7
    fips fips_alt   woe_id woe_label             woe_name latitude longitude
389 IT19     <NA> 12591856      <NA>                Aosta  45.7126   7.35059
391 IT12     <NA> 15022642      <NA> Verbano-Cusio-Ossola  46.0739   8.34317
393 IT09     <NA> 12591884      <NA>               Varese  45.7876   8.75898
394 IT09     <NA> 12591808      <NA>                 Como  45.9389   9.15860
396 IT09     <NA> 12591881      <NA>              Sondrio  46.2035   9.81202
397 IT17     <NA> 12591814      <NA>              Bolzano  46.7070  11.44110
431 IT12     IT08 12591858      <NA>              Imperia  44.0110   7.81935
433 IT12     <NA> 12591824      <NA>                Cuneo  44.4862   7.63034
436 IT12     <NA> 12591807      <NA>                Turin  45.1609   7.47211
554 IT05     <NA> 15022641      <NA>               Rimini  43.9996  12.56070
    sov_a3 adm0_a3 adm0_label admin geonunit gu_a3   gn_id
389    ITA     ITA          2 Italy    Italy   ITA 3182996
391    ITA     ITA          2 Italy    Italy   ITA 3164567
393    ITA     ITA          2 Italy    Italy   ITA 3164697
394    ITA     ITA          2 Italy    Italy   ITA 3178227
396    ITA     ITA          2 Italy    Italy   ITA 3166396
397    ITA     ITA          2 Italy    Italy   ITA 3181912
431    ITA     ITA          2 Italy    Italy   ITA 3175531
433    ITA     ITA          2 Italy    Italy   ITA 3177699
436    ITA     ITA          2 Italy    Italy   ITA 3165523
554    ITA     ITA          2 Italy    Italy   ITA 6457404
                           gn_name  gns_id                    gns_name gn_level
389             Provincia di Aosta -110503 Valle d'Aosta, Provincia di        2
391 Provincia Verbano-Cusio-Ossola -123139        Novara, Provincia di        2
393            Provincia di Varese -131905                      Varese        2
394              Provincia di Como -116054                        Como        2
396           Provincia di Sondrio -129920       Sondrio, Provincia di        2
397           Provincia di Bolzano -111759                     Bolzano        2
431           Provincia di Imperia -119238       Imperia, Provincia di        2
433             Provincia di Cuneo       0                        <NA>        2
436            Provincia di Torino -130939                      Torino        2
554            Provincia di Rimini       0                        <NA>        2
    gn_region gn_a1_code region_sub sub_code gns_level gns_lang gns_adm1
389      <NA>      IT.AO       <NA>     <NA>         2     <NA>     <NA>
391      <NA>      IT.VB       <NA>     <NA>         2     <NA>     <NA>
393      <NA>      IT.VA       <NA>     <NA>         2     <NA>     <NA>
394      <NA>      IT.CO       <NA>     <NA>         2     <NA>     <NA>
396      <NA>      IT.SO       <NA>     <NA>         2     <NA>     <NA>
397      <NA>      IT.BZ       <NA>     <NA>         2     <NA>     <NA>
431      <NA>      IT.IM       <NA>     <NA>         2     <NA>     <NA>
433      <NA>      IT.CN       <NA>     <NA>        -1     <NA>     <NA>
436      <NA>      IT.TO       <NA>     <NA>         2     <NA>     <NA>
554      <NA>      IT.RN       <NA>     <NA>        -1     <NA>     <NA>
    gns_region min_label max_label min_zoom wikidataid
389       IT19         9        11        9      Q3367
391       IT12         9        11        9     Q16312
393       IT09         9        11        9     Q16299
394       IT09         9        11        9     Q16161
396       IT09         9        11        9     Q16282
397       IT17         9        11        9      Q1237
431       IT08         9        11        9     Q16186
433       <NA>         9        11        9     Q15091
436       IT12         9        11        9     Q16287
554       <NA>         9        11        9     Q16268
                       name_ar             name_bn              name_de
389                      أوستا               আওস্তা                Aosta
391 مقاطعة فربانو كوزيو أوسولا ভারবানো-কুসিও-অসসালা Verbano-Cusio-Ossola
393              مقاطعة فاريزي         ভারেস প্রদেশ               Varese
394                مقاطعة كومو       কোমে-এর প্রদেশ                 Como
396             مقاطعة سوندريو        সন্দ্রিও প্রদেশ              Sondrio
397        ترينتينو ألتو أديجي               বোজেন    Trentino-Südtirol
431             مقاطعة إمبيريا      ইমপেরিয়া প্রদেশ              Imperia
433               مقاطعة كونيو       কুনেও-এর প্রদেশ                Cuneo
436              مقاطعة تورينو       তুরিণ-এর প্রদেশ                Turin
554              مقاطعة ريميني       রিমিনির প্রদেশ               Rimini
                 name_en              name_es              name_fr
389                Aosta                Aosta                Aoste
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese               Varèse
394                 Como                 Como                 Côme
396              Sondrio              Sondrio              Sondrio
397 Trentino-South Tyrol Trentino-Alto Adigio   Trentin-Haut-Adige
431              Imperia              Imperia              Imperia
433                Cuneo                Cuneo                 Coni
436                Turin                Turín                Turin
554               Rimini               Rímini               Rimini
                  name_el          name_hi              name_hu
389                 Αόστα            आओसता                Aosta
391 Βερμπάνο-Κούζιο-Όσολα वेर्बैनो-कुसिओ-ओसोला Verbano-Cusio-Ossola
393                Βαρέζε         वर्से प्रांत               Varese
394                  Κόμο        कोमो प्रांत                 Como
396               Σόντριο      सोंड्रीओ प्रांत              Sondrio
397 Τρεντίνο-Άλτο Άντιτζε             बोज़ेन  Trentino-Alto Adige
431               Ιμπέρια   इम्पीरियाई प्रांत              Imperia
433                Κούνεο      क्युनियो प्रांत                Cuneo
436                Τορίνο       ट्यूरिन प्रांत               Torino
554                Ρίμινι      रिमिनी प्रांत               Rimini
                 name_id              name_it
389                Aosta                Aosta
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese
394                 Como                 Como
396              Sondrio              Sondrio
397  Trentino-Alto Adige  Trentino-Alto Adige
431              Imperia              Imperia
433                Cuneo                Cuneo
436               Torino               Torino
554               Rimini               Rimini
                                 name_ja                name_ko
389                             アオスタ               아오스타
391     ヴェルバーノ・クジオ・オッソラ県 베르바노쿠시오오솔라도
393                         ヴァレーゼ県               바레세도
394                               コモ県                 코모도
396                         ソンドリオ県             손드리오도
397 トレンティーノ=アルト・アディジェ州     트렌티노알토아디제
431                         インペリア県             임페리아도
433                           クーネオ県               쿠네오도
436                             トリノ県               토리노현
554                             リミニ県               리미니도
                 name_nl                name_pl              name_pt
389                Aosta                  Aosta                Aosta
391 Verbano-Cusio-Ossola Prowincja Cusio Ossola Verbano Cusio Ossola
393     provincie Varese       prowincja Varese               Varese
394                 Como         Prowincja Como                 Como
396              Sondrio      Prowincja Sondrio              Sondrio
397  Trentino-Zuid-Tirol    Trydent-Górna Adyga  Trentino-Alto Ádige
431              Imperia      Prowincja Imperia              Impéria
433                Cuneo        Prowincja Cuneo                Cuneo
436               Turijn        Prowincja Turyn                Turim
554               Rimini       Prowincja Rimini               Rimini
                    name_ru              name_sv                  name_tr
389                   Аоста                Aosta                    Aosta
391    Вербано-Кузио-Оссола Verbano Cusio Ossola Verbano-Cusio-Ossola ili
393                  Варезе     Provinsen Varese               Varese ili
394                    Комо                 Como                 Como ili
396                 Сондрио              Sondrio              Sondrio ili
397 Трентино — Альто-Адидже  Trentino-Sydtyrolen      Trentino-Alto Adige
431                 Империя              Imperia                  İmperia
433                   Кунео                Cuneo                Cuneo ili
436                   Турин               Torino               Torino ili
554                  Римини               Rimini               Rimini ili
                         name_vi                  name_zh      ne_id
389                        Aosta                   奥斯塔 1159310915
391         Verbano-Cusio-Ossola 韦尔巴诺-库西亚-奥索拉省 1159316907
393                       Varese                 瓦雷泽省 1159316941
394                         Como                   科莫省 1159316943
396                      Sondrio               松德里奥省 1159316925
397 Trentino-Alto Adige/Südtirol        特伦蒂诺-上阿迪杰 1159310921
431                      Imperia               因佩里亚省 1159316921
433                        Cuneo                 库内奥省 1159316915
436                       Torino                   都灵省 1159310913
554                       Rimini                 里米尼省 1159316987
                name_he                        name_uk
389              אאוסטה                          Аоста
391  ורבנו-קוזיו-אוסולה Провінція Вербано-Кузіо-Оссола
393               וארזה               Провінція Варезе
394                קומו                 Провінція Комо
396             סונדריו              Провінція Сондріо
397 טרנטינו-אלטו אדיג'ה          Трентіно-Альто-Адідже
431             אימפריה              Провінція Імперія
433               קונאו                Провінція Кунео
436              טורינו                Провінція Турин
554              רימיני               Провінція Ріміні
                      name_ur                   name_fa
389                    آئوستا                    ائوستا
391 صوبہ ویربانو-کوزیو-اوسولا استان وربانو-کوزیو-اوسولا
393               صوبہ واریزے                استان ورزه
394                 صوبہ کومو                استان کومو
396              صوبہ سوندریو             استان سوندریو
397     ترینتینو جنوبی ٹائرول        ترنتینو التو آدیجه
431              صوبہ امپیریا             استان ایمپریا
433                صوبہ کونیو               استان کونیو
436               صوبہ تورینو               استان تورین
554               صوبہ ریمینی              استان ریمینی
                    name_zht FCLASS_ISO FCLASS_US FCLASS_FR FCLASS_RU FCLASS_ES
389                   奧斯塔       <NA>      <NA>      <NA>      <NA>      <NA>
391 韋爾巴諾-庫西亞-奧索拉省       <NA>      <NA>      <NA>      <NA>      <NA>
393                 瓦雷澤省       <NA>      <NA>      <NA>      <NA>      <NA>
394                   科莫省       <NA>      <NA>      <NA>      <NA>      <NA>
396               松德里奧省       <NA>      <NA>      <NA>      <NA>      <NA>
397        特伦蒂诺-上阿迪杰       <NA>      <NA>      <NA>      <NA>      <NA>
431               因佩里亞省       <NA>      <NA>      <NA>      <NA>      <NA>
433                 庫內奧省       <NA>      <NA>      <NA>      <NA>      <NA>
436                   都靈省       <NA>      <NA>      <NA>      <NA>      <NA>
554                 里米尼省       <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_CN FCLASS_TW FCLASS_IN FCLASS_NP FCLASS_PK FCLASS_DE FCLASS_GB
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_BR FCLASS_IL FCLASS_PS FCLASS_SA FCLASS_EG FCLASS_MA FCLASS_PT
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_AR FCLASS_JP FCLASS_KO FCLASS_VN FCLASS_TR FCLASS_ID FCLASS_PL
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_GR FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD FCLASS_UA FCLASS_TLC
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
                          geometry
389 MULTIPOLYGON (((7.022083 45...
391 MULTIPOLYGON (((7.84962 45....
393 MULTIPOLYGON (((8.728974 46...
394 MULTIPOLYGON (((8.908885 45...
396 MULTIPOLYGON (((9.224831 46...
397 MULTIPOLYGON (((10.45183 46...
431 MULTIPOLYGON (((7.502289 43...
433 MULTIPOLYGON (((7.687932 44...
436 MULTIPOLYGON (((7.038819 44...
554 MULTIPOLYGON (((12.49074 43...

Summarising simple features

italy %>%
  mutate(
    area = st_area(geometry)
    ) 
Simple feature collection with 110 features and 122 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 6.602728 ymin: 35.48924 xmax: 18.51743 ymax: 47.08521
Geodetic CRS:  WGS 84
First 10 features:
                        featurecla scalerank adm1_code diss_me iso_3166_2
389 Admin-1 states provinces lakes         3  ITA-5442    5442      IT-AO
391 Admin-1 states provinces lakes         3  ITA-5437    5437      IT-VB
393 Admin-1 states provinces lakes         3  ITA-5451    5451      IT-VA
394 Admin-1 states provinces lakes         3  ITA-5452    5452      IT-CO
396 Admin-1 states provinces lakes         3  ITA-5444    5444      IT-SO
397 Admin-1 states provinces lakes         3  ITA-5459    5459      IT-BZ
431 Admin-1 states provinces lakes         3  ITA-5369    5369      IT-IM
433 Admin-1 states provinces lakes         3  ITA-5441    5441      IT-CN
436 Admin-1 states provinces lakes         3  ITA-5434    5434      IT-TO
554 Admin-1 states provinces lakes         3  ITA-5366    5366      IT-RN
    wikipedia iso_a2 adm0_sr                 name
389      <NA>     IT       1                Aoste
391      <NA>     IT       1 Verbano-Cusio-Ossola
393      <NA>     IT       1               Varese
394      <NA>     IT       1                 Como
396      <NA>     IT       1              Sondrio
397      <NA>     IT       1                Bozen
431      <NA>     IT       1              Imperia
433      <NA>     IT       1                Cuneo
436      <NA>     IT       1                Turin
554      <NA>     IT       1               Rimini
                                                                                      name_alt
389                                              Aosta|Aosta Valley|Val d'Aoste|Vallée d'Aoste
391                                                          Piemont|Piémont|Piemonte|Piedmont
393                                                               Lombardy|Lombardei|Lombardie
394                                                               Lombardy|Lombardei|Lombardie
396                                                               Lombardy|Lombardei|Lombardie
397 Bolzano|Trentino - Alto Adige|Trentino-Alto Adigio|Trentino-South Tirol|Venezia Tridentina
431                                                                               Lacio|Latium
433                                                          Piemont|Piémont|Piemonte|Piedmont
436                                                   Torino|Piemont|Piémont|Piemonte|Piedmont
554                                         Emilia Romagna|Emilia|Emilia-Romaña|Émilie-Romagne
    name_local     type  type_en code_local code_hasc note hasc_maybe
389       <NA> Province Province         11     IT.AO  ITC       <NA>
391       <NA> Province Province         28     IT.VB  ITC       <NA>
393       <NA> Province Province         21     IT.VA  ITC       <NA>
394       <NA> Province Province         22     IT.CO  ITC       <NA>
396       <NA> Province Province         96     IT.SO  ITC       <NA>
397       <NA> Province Province         39     IT.BZ  ITD       <NA>
431       <NA> Province Province         18     IT.IM <NA>       <NA>
433       <NA> Province Province         12     IT.CN  ITC       <NA>
436       <NA> Province Province         10     IT.TO  ITC       <NA>
554       <NA> Province Province         47     IT.RN  ITD       <NA>
                 region region_cod provnum_ne gadm_level check_me datarank
389       Valle d'Aosta      IT-23         12          1       20        3
391            Piemonte      IT-21         13          1       20        3
393           Lombardia      IT-25         17          1       20        3
394           Lombardia      IT-25         17          1       20        3
396           Lombardia      IT-25         17          1       20        3
397 Trentino-Alto Adige      IT-32         19          1       20        3
431             Liguria      IT-42          8          1       20        3
433            Piemonte      IT-21         13          1       20        3
436            Piemonte      IT-21         13          1       20        3
554      Emilia-Romagna      IT-45         21          1       20        3
    abbrev postal area_sqkm sameascity labelrank name_len mapcolor9 mapcolor13
389   <NA>     AO         0        -99         3        5         8          7
391   <NA>     VB         0        -99         3       20         8          7
393   <NA>     VA         0        -99         3        6         8          7
394   <NA>     CO         0        -99         3        4         8          7
396   <NA>     SO         0        -99         3        7         8          7
397   <NA>     BZ         0        -99         3        5         8          7
431   <NA>     IM         0        -99         3        7         8          7
433   <NA>     CN         0        -99         3        5         8          7
436   <NA>     TO         0        -99         3        5         8          7
554   <NA>     RN         0        -99         3        6         8          7
    fips fips_alt   woe_id woe_label             woe_name latitude longitude
389 IT19     <NA> 12591856      <NA>                Aosta  45.7126   7.35059
391 IT12     <NA> 15022642      <NA> Verbano-Cusio-Ossola  46.0739   8.34317
393 IT09     <NA> 12591884      <NA>               Varese  45.7876   8.75898
394 IT09     <NA> 12591808      <NA>                 Como  45.9389   9.15860
396 IT09     <NA> 12591881      <NA>              Sondrio  46.2035   9.81202
397 IT17     <NA> 12591814      <NA>              Bolzano  46.7070  11.44110
431 IT12     IT08 12591858      <NA>              Imperia  44.0110   7.81935
433 IT12     <NA> 12591824      <NA>                Cuneo  44.4862   7.63034
436 IT12     <NA> 12591807      <NA>                Turin  45.1609   7.47211
554 IT05     <NA> 15022641      <NA>               Rimini  43.9996  12.56070
    sov_a3 adm0_a3 adm0_label admin geonunit gu_a3   gn_id
389    ITA     ITA          2 Italy    Italy   ITA 3182996
391    ITA     ITA          2 Italy    Italy   ITA 3164567
393    ITA     ITA          2 Italy    Italy   ITA 3164697
394    ITA     ITA          2 Italy    Italy   ITA 3178227
396    ITA     ITA          2 Italy    Italy   ITA 3166396
397    ITA     ITA          2 Italy    Italy   ITA 3181912
431    ITA     ITA          2 Italy    Italy   ITA 3175531
433    ITA     ITA          2 Italy    Italy   ITA 3177699
436    ITA     ITA          2 Italy    Italy   ITA 3165523
554    ITA     ITA          2 Italy    Italy   ITA 6457404
                           gn_name  gns_id                    gns_name gn_level
389             Provincia di Aosta -110503 Valle d'Aosta, Provincia di        2
391 Provincia Verbano-Cusio-Ossola -123139        Novara, Provincia di        2
393            Provincia di Varese -131905                      Varese        2
394              Provincia di Como -116054                        Como        2
396           Provincia di Sondrio -129920       Sondrio, Provincia di        2
397           Provincia di Bolzano -111759                     Bolzano        2
431           Provincia di Imperia -119238       Imperia, Provincia di        2
433             Provincia di Cuneo       0                        <NA>        2
436            Provincia di Torino -130939                      Torino        2
554            Provincia di Rimini       0                        <NA>        2
    gn_region gn_a1_code region_sub sub_code gns_level gns_lang gns_adm1
389      <NA>      IT.AO       <NA>     <NA>         2     <NA>     <NA>
391      <NA>      IT.VB       <NA>     <NA>         2     <NA>     <NA>
393      <NA>      IT.VA       <NA>     <NA>         2     <NA>     <NA>
394      <NA>      IT.CO       <NA>     <NA>         2     <NA>     <NA>
396      <NA>      IT.SO       <NA>     <NA>         2     <NA>     <NA>
397      <NA>      IT.BZ       <NA>     <NA>         2     <NA>     <NA>
431      <NA>      IT.IM       <NA>     <NA>         2     <NA>     <NA>
433      <NA>      IT.CN       <NA>     <NA>        -1     <NA>     <NA>
436      <NA>      IT.TO       <NA>     <NA>         2     <NA>     <NA>
554      <NA>      IT.RN       <NA>     <NA>        -1     <NA>     <NA>
    gns_region min_label max_label min_zoom wikidataid
389       IT19         9        11        9      Q3367
391       IT12         9        11        9     Q16312
393       IT09         9        11        9     Q16299
394       IT09         9        11        9     Q16161
396       IT09         9        11        9     Q16282
397       IT17         9        11        9      Q1237
431       IT08         9        11        9     Q16186
433       <NA>         9        11        9     Q15091
436       IT12         9        11        9     Q16287
554       <NA>         9        11        9     Q16268
                       name_ar             name_bn              name_de
389                      أوستا               আওস্তা                Aosta
391 مقاطعة فربانو كوزيو أوسولا ভারবানো-কুসিও-অসসালা Verbano-Cusio-Ossola
393              مقاطعة فاريزي         ভারেস প্রদেশ               Varese
394                مقاطعة كومو       কোমে-এর প্রদেশ                 Como
396             مقاطعة سوندريو        সন্দ্রিও প্রদেশ              Sondrio
397        ترينتينو ألتو أديجي               বোজেন    Trentino-Südtirol
431             مقاطعة إمبيريا      ইমপেরিয়া প্রদেশ              Imperia
433               مقاطعة كونيو       কুনেও-এর প্রদেশ                Cuneo
436              مقاطعة تورينو       তুরিণ-এর প্রদেশ                Turin
554              مقاطعة ريميني       রিমিনির প্রদেশ               Rimini
                 name_en              name_es              name_fr
389                Aosta                Aosta                Aoste
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese               Varèse
394                 Como                 Como                 Côme
396              Sondrio              Sondrio              Sondrio
397 Trentino-South Tyrol Trentino-Alto Adigio   Trentin-Haut-Adige
431              Imperia              Imperia              Imperia
433                Cuneo                Cuneo                 Coni
436                Turin                Turín                Turin
554               Rimini               Rímini               Rimini
                  name_el          name_hi              name_hu
389                 Αόστα            आओसता                Aosta
391 Βερμπάνο-Κούζιο-Όσολα वेर्बैनो-कुसिओ-ओसोला Verbano-Cusio-Ossola
393                Βαρέζε         वर्से प्रांत               Varese
394                  Κόμο        कोमो प्रांत                 Como
396               Σόντριο      सोंड्रीओ प्रांत              Sondrio
397 Τρεντίνο-Άλτο Άντιτζε             बोज़ेन  Trentino-Alto Adige
431               Ιμπέρια   इम्पीरियाई प्रांत              Imperia
433                Κούνεο      क्युनियो प्रांत                Cuneo
436                Τορίνο       ट्यूरिन प्रांत               Torino
554                Ρίμινι      रिमिनी प्रांत               Rimini
                 name_id              name_it
389                Aosta                Aosta
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese
394                 Como                 Como
396              Sondrio              Sondrio
397  Trentino-Alto Adige  Trentino-Alto Adige
431              Imperia              Imperia
433                Cuneo                Cuneo
436               Torino               Torino
554               Rimini               Rimini
                                 name_ja                name_ko
389                             アオスタ               아오스타
391     ヴェルバーノ・クジオ・オッソラ県 베르바노쿠시오오솔라도
393                         ヴァレーゼ県               바레세도
394                               コモ県                 코모도
396                         ソンドリオ県             손드리오도
397 トレンティーノ=アルト・アディジェ州     트렌티노알토아디제
431                         インペリア県             임페리아도
433                           クーネオ県               쿠네오도
436                             トリノ県               토리노현
554                             リミニ県               리미니도
                 name_nl                name_pl              name_pt
389                Aosta                  Aosta                Aosta
391 Verbano-Cusio-Ossola Prowincja Cusio Ossola Verbano Cusio Ossola
393     provincie Varese       prowincja Varese               Varese
394                 Como         Prowincja Como                 Como
396              Sondrio      Prowincja Sondrio              Sondrio
397  Trentino-Zuid-Tirol    Trydent-Górna Adyga  Trentino-Alto Ádige
431              Imperia      Prowincja Imperia              Impéria
433                Cuneo        Prowincja Cuneo                Cuneo
436               Turijn        Prowincja Turyn                Turim
554               Rimini       Prowincja Rimini               Rimini
                    name_ru              name_sv                  name_tr
389                   Аоста                Aosta                    Aosta
391    Вербано-Кузио-Оссола Verbano Cusio Ossola Verbano-Cusio-Ossola ili
393                  Варезе     Provinsen Varese               Varese ili
394                    Комо                 Como                 Como ili
396                 Сондрио              Sondrio              Sondrio ili
397 Трентино — Альто-Адидже  Trentino-Sydtyrolen      Trentino-Alto Adige
431                 Империя              Imperia                  İmperia
433                   Кунео                Cuneo                Cuneo ili
436                   Турин               Torino               Torino ili
554                  Римини               Rimini               Rimini ili
                         name_vi                  name_zh      ne_id
389                        Aosta                   奥斯塔 1159310915
391         Verbano-Cusio-Ossola 韦尔巴诺-库西亚-奥索拉省 1159316907
393                       Varese                 瓦雷泽省 1159316941
394                         Como                   科莫省 1159316943
396                      Sondrio               松德里奥省 1159316925
397 Trentino-Alto Adige/Südtirol        特伦蒂诺-上阿迪杰 1159310921
431                      Imperia               因佩里亚省 1159316921
433                        Cuneo                 库内奥省 1159316915
436                       Torino                   都灵省 1159310913
554                       Rimini                 里米尼省 1159316987
                name_he                        name_uk
389              אאוסטה                          Аоста
391  ורבנו-קוזיו-אוסולה Провінція Вербано-Кузіо-Оссола
393               וארזה               Провінція Варезе
394                קומו                 Провінція Комо
396             סונדריו              Провінція Сондріо
397 טרנטינו-אלטו אדיג'ה          Трентіно-Альто-Адідже
431             אימפריה              Провінція Імперія
433               קונאו                Провінція Кунео
436              טורינו                Провінція Турин
554              רימיני               Провінція Ріміні
                      name_ur                   name_fa
389                    آئوستا                    ائوستا
391 صوبہ ویربانو-کوزیو-اوسولا استان وربانو-کوزیو-اوسولا
393               صوبہ واریزے                استان ورزه
394                 صوبہ کومو                استان کومو
396              صوبہ سوندریو             استان سوندریو
397     ترینتینو جنوبی ٹائرول        ترنتینو التو آدیجه
431              صوبہ امپیریا             استان ایمپریا
433                صوبہ کونیو               استان کونیو
436               صوبہ تورینو               استان تورین
554               صوبہ ریمینی              استان ریمینی
                    name_zht FCLASS_ISO FCLASS_US FCLASS_FR FCLASS_RU FCLASS_ES
389                   奧斯塔       <NA>      <NA>      <NA>      <NA>      <NA>
391 韋爾巴諾-庫西亞-奧索拉省       <NA>      <NA>      <NA>      <NA>      <NA>
393                 瓦雷澤省       <NA>      <NA>      <NA>      <NA>      <NA>
394                   科莫省       <NA>      <NA>      <NA>      <NA>      <NA>
396               松德里奧省       <NA>      <NA>      <NA>      <NA>      <NA>
397        特伦蒂诺-上阿迪杰       <NA>      <NA>      <NA>      <NA>      <NA>
431               因佩里亞省       <NA>      <NA>      <NA>      <NA>      <NA>
433                 庫內奧省       <NA>      <NA>      <NA>      <NA>      <NA>
436                   都靈省       <NA>      <NA>      <NA>      <NA>      <NA>
554                 里米尼省       <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_CN FCLASS_TW FCLASS_IN FCLASS_NP FCLASS_PK FCLASS_DE FCLASS_GB
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_BR FCLASS_IL FCLASS_PS FCLASS_SA FCLASS_EG FCLASS_MA FCLASS_PT
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_AR FCLASS_JP FCLASS_KO FCLASS_VN FCLASS_TR FCLASS_ID FCLASS_PL
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_GR FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD FCLASS_UA FCLASS_TLC
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
                          geometry             area
389 MULTIPOLYGON (((7.022083 45... 3304022286 [m^2]
391 MULTIPOLYGON (((7.84962 45.... 2270334723 [m^2]
393 MULTIPOLYGON (((8.728974 46... 1123425213 [m^2]
394 MULTIPOLYGON (((8.908885 45... 1300208460 [m^2]
396 MULTIPOLYGON (((9.224831 46... 3238382378 [m^2]
397 MULTIPOLYGON (((10.45183 46... 7392353681 [m^2]
431 MULTIPOLYGON (((7.502289 43... 1232470293 [m^2]
433 MULTIPOLYGON (((7.687932 44... 6920919339 [m^2]
436 MULTIPOLYGON (((7.038819 44... 6971929703 [m^2]
554 MULTIPOLYGON (((12.49074 43...  848311407 [m^2]

Summarising simple features

italy %>%
  mutate(
    area = st_area(geometry)
    ) %>% 
  summarise(
    area = 
      set_units(sum(area), "km^2")
  ) 
Simple feature collection with 1 feature and 1 field
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 6.602728 ymin: 35.48924 xmax: 18.51743 ymax: 47.08521
Geodetic CRS:  WGS 84
             area                       geometry
1 301184.7 [km^2] MULTIPOLYGON (((8.483897 39...

Summarising simple features

italy %>%
  mutate(
    area = st_area(geometry)
    ) %>% 
  summarise(
    area = 
      set_units(sum(area), "km^2")
  ) %>% 
  ggplot() +
  geom_sf(
    aes(fill=drop_units(area))) +
  scale_fill_viridis()

Summarising simple features

italy %>%
  mutate(
    area = st_area(geometry)
    ) %>% 
  group_by(region) %>% 
  summarise(
    area = 
      set_units(sum(area), "km^2")
  ) %>% 
  ggplot() +
  geom_sf(
    aes(fill=drop_units(area))) +
  scale_fill_viridis()

Computing intersections

rivers_file <- 
  "data/ne_10m_rivers_lake_centerlines.shp"
file.exists(rivers_file)
[1] TRUE
if(!file.exists(rivers_file)) {
  rivers <- ne_download(
    scale="large",
    type="rivers_lake_centerlines",
    category="physical",
    returnclass = "sf"
  )
  write_sf(rivers, rivers_file)
} else {
  rivers <- read_sf(rivers_file)
}

Computing intersections

italian_lakes <- 
  st_intersection(lakes, italy)
italian_rivers <- 
  st_intersection(rivers, italy)


Computing intersections

italian_lakes <- 
  st_intersection(lakes, italy)
italian_rivers <- 
  st_intersection(rivers, italy)


ggplot() +
  geom_sf(data=summarise(italy)) 

Computing intersections

italian_lakes <- 
  st_intersection(lakes, italy)
italian_rivers <- 
  st_intersection(rivers, italy)


ggplot() +
  geom_sf(data=summarise(italy)) +
  geom_sf(data=italian_rivers,
          color="blue",
          fill="cyan") 

Computing intersections

italian_lakes <- 
  st_intersection(lakes, italy)
italian_rivers <- 
  st_intersection(rivers, italy)


ggplot() +
  geom_sf(data=summarise(italy)) +
  geom_sf(data=italian_rivers,
          color="blue",
          fill="cyan") +
  geom_sf(data=italian_lakes,
          color="blue",
          fill="cyan")

places in Italy which are at most 10km from an airport

airports_file <- "data/ne_10m_airports.shp"
if (!file.exists(airports_file)) {
  airport <- ne_download(
    scale = "large",
    type = "airports",
    category = "cultural",
    returnclass = "sf"
  )
  write_sf(airport, airports_file)
}

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp")
all_airports
Simple feature collection with 891 features and 35 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -175.1356 ymin: -53.78147 xmax: 179.1954 ymax: 78.24672
Geodetic CRS:  WGS 84
# A tibble: 891 × 36
   scalerank featurecla type  name  abbrev location gps_code iata_code wikipedia
       <int> <chr>      <chr> <chr> <chr>  <chr>    <chr>    <chr>     <chr>    
 1         9 Airport    small Sahn… LUH    terminal VILD     LUH       http://e…
 2         9 Airport    mid   Sola… SSE    terminal VASL     SSE       http://e…
 3         9 Airport    mid   Birs… IXR    terminal VERC     IXR       http://e…
 4         9 Airport    mid   Ahwaz AWZ    terminal OIAW     AWZ       http://e…
 5         9 Airport    mid … Gwal… GWL    terminal VIGR     GWL       http://e…
 6         9 Airport    mid   Hode… HOD    terminal OYHD     HOD       http://e…
 7         9 Airport    mid   Devi… IDR    terminal VAID     IDR       http://e…
 8         9 Airport    mid   Gand… ISK    ramp     VANR     ISK       http://e…
 9         9 Airport    majo… Chan… IXC    terminal VICG     IXC       http://e…
10         9 Airport    mid   Aura… IXU    terminal VAAU     IXU       http://e…
# ℹ 881 more rows
# ℹ 27 more variables: natlscale <dbl>, comments <chr>, wikidataid <chr>,
#   name_ar <chr>, name_bn <chr>, name_de <chr>, name_en <chr>, name_es <chr>,
#   name_fr <chr>, name_el <chr>, name_hi <chr>, name_hu <chr>, name_id <chr>,
#   name_it <chr>, name_ja <chr>, name_ko <chr>, name_nl <chr>, name_pl <chr>,
#   name_pt <chr>, name_ru <chr>, name_sv <chr>, name_tr <chr>, name_vi <chr>,
#   name_zh <chr>, wdid_score <int>, ne_id <chr>, geometry <POINT [°]>

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
all_airports
Simple feature collection with 891 features and 35 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -14424440 ymin: -2493470 xmax: 15869340 ymax: 16101590
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 891 × 36
   scalerank featurecla type  name  abbrev location gps_code iata_code wikipedia
 *     <int> <chr>      <chr> <chr> <chr>  <chr>    <chr>    <chr>     <chr>    
 1         9 Airport    small Sahn… LUH    terminal VILD     LUH       http://e…
 2         9 Airport    mid   Sola… SSE    terminal VASL     SSE       http://e…
 3         9 Airport    mid   Birs… IXR    terminal VERC     IXR       http://e…
 4         9 Airport    mid   Ahwaz AWZ    terminal OIAW     AWZ       http://e…
 5         9 Airport    mid … Gwal… GWL    terminal VIGR     GWL       http://e…
 6         9 Airport    mid   Hode… HOD    terminal OYHD     HOD       http://e…
 7         9 Airport    mid   Devi… IDR    terminal VAID     IDR       http://e…
 8         9 Airport    mid   Gand… ISK    ramp     VANR     ISK       http://e…
 9         9 Airport    majo… Chan… IXC    terminal VICG     IXC       http://e…
10         9 Airport    mid   Aura… IXU    terminal VAAU     IXU       http://e…
# ℹ 881 more rows
# ℹ 27 more variables: natlscale <dbl>, comments <chr>, wikidataid <chr>,
#   name_ar <chr>, name_bn <chr>, name_de <chr>, name_en <chr>, name_es <chr>,
#   name_fr <chr>, name_el <chr>, name_hi <chr>, name_hu <chr>, name_id <chr>,
#   name_it <chr>, name_ja <chr>, name_ko <chr>, name_nl <chr>, name_pl <chr>,
#   name_pt <chr>, name_ru <chr>, name_sv <chr>, name_tr <chr>, name_vi <chr>,
#   name_zh <chr>, wdid_score <int>, ne_id <chr>, geometry <POINT [m]>

places in Italy which are at most 10km from an airport

aea <- "+proj=aea +lat_1=29.5 +lat_2=42.5"

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
all_airports
Simple feature collection with 891 features and 35 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -14424440 ymin: -2493470 xmax: 15869340 ymax: 16101590
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 891 × 36
   scalerank featurecla type  name  abbrev location gps_code iata_code wikipedia
 *     <int> <chr>      <chr> <chr> <chr>  <chr>    <chr>    <chr>     <chr>    
 1         9 Airport    small Sahn… LUH    terminal VILD     LUH       http://e…
 2         9 Airport    mid   Sola… SSE    terminal VASL     SSE       http://e…
 3         9 Airport    mid   Birs… IXR    terminal VERC     IXR       http://e…
 4         9 Airport    mid   Ahwaz AWZ    terminal OIAW     AWZ       http://e…
 5         9 Airport    mid … Gwal… GWL    terminal VIGR     GWL       http://e…
 6         9 Airport    mid   Hode… HOD    terminal OYHD     HOD       http://e…
 7         9 Airport    mid   Devi… IDR    terminal VAID     IDR       http://e…
 8         9 Airport    mid   Gand… ISK    ramp     VANR     ISK       http://e…
 9         9 Airport    majo… Chan… IXC    terminal VICG     IXC       http://e…
10         9 Airport    mid   Aura… IXU    terminal VAAU     IXU       http://e…
# ℹ 881 more rows
# ℹ 27 more variables: natlscale <dbl>, comments <chr>, wikidataid <chr>,
#   name_ar <chr>, name_bn <chr>, name_de <chr>, name_en <chr>, name_es <chr>,
#   name_fr <chr>, name_el <chr>, name_hi <chr>, name_hu <chr>, name_id <chr>,
#   name_it <chr>, name_ja <chr>, name_ko <chr>, name_nl <chr>, name_pl <chr>,
#   name_pt <chr>, name_ru <chr>, name_sv <chr>, name_tr <chr>, name_vi <chr>,
#   name_zh <chr>, wdid_score <int>, ne_id <chr>, geometry <POINT [m]>

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") 
cities
Simple feature collection with 7909 features and 1 field
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -121.5463 ymin: 27.94686 xmax: 18.49117 ymax: 52.31311
Geodetic CRS:  WGS 84
# A tibble: 7,909 × 2
   city                                                           geometry
   <chr>                                                       <POINT [°]>
 1 "EMARÔSE"                                           (7.313076 45.73496)
 2 "F\u0090NIS"                                        (7.496921 45.73307)
 3 "VERRÔS"                                            (7.693805 45.66244)
 4 "FIE' ALLO SCILIAR/V\u0099LS AM SCHLERN"            (11.51127 46.50655)
 5 "FUNES/VILLN\u0099SS"                               (11.68486 46.64055)
 6 "LUSON/L\u009aSEN"                                  (11.76216 46.74531)
 7 "MELTINA/M\u0099LTEN"                               (11.25348 46.58517)
 8 "RIO DI PUSTERIA/M\u009aHLBACH"                      (11.6681 46.79652)
 9 "SANTA CRISTINA VALGARDENA/ST. CHRISTINA IN GR\u00… (11.71928 46.56814)
10 "SELVA DEI MOLINI/M\u009aHLWALD"                     (11.86295 46.8898)
# ℹ 7,899 more rows

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") %>%
  st_transform(aea)
cities
Simple feature collection with 7909 features and 1 field
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: -8413242 ymin: 3826849 xmax: 1560109 ymax: 9859665
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 7,909 × 2
   city                                                          geometry
 * <chr>                                                      <POINT [m]>
 1 "EMARÔSE"                                           (573912.5 4913127)
 2 "F\u0090NIS"                                        (588328.3 4914008)
 3 "VERRÔS"                                            (604357.2 4907449)
 4 "FIE' ALLO SCILIAR/V\u0099LS AM SCHLERN"            (892205.3 5028992)
 5 "FUNES/VILLN\u0099SS"                               (903848.1 5045193)
 6 "LUSON/L\u009aSEN"                                  (908423.9 5057321)
 7 "MELTINA/M\u0099LTEN"                               (871325.4 5035252)
 8 "RIO DI PUSTERIA/M\u009aHLBACH"                       (900527 5062033)
 9 "SANTA CRISTINA VALGARDENA/ST. CHRISTINA IN GR\u00… (907445.5 5037617)
10 "SELVA DEI MOLINI/M\u009aHLWALD"                      (914258 5073994)
# ℹ 7,899 more rows

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") %>%
  st_transform(aea) %>%
  st_intersection(italy %>% st_transform(st_crs(all_airports)))
cities
Simple feature collection with 7828 features and 122 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 530536.4 ymin: 3826849 xmax: 1560109 ymax: 5092362
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 7,828 × 123
   city       featurecla scalerank adm1_code diss_me iso_3166_2 wikipedia iso_a2
 * <chr>      <chr>          <int> <chr>       <int> <chr>      <chr>     <chr> 
 1 "EMARÔSE"  Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 2 "F\u0090N… Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 3 "VERRÔS"   Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 4 "ALLEIN"   Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 5 "ANTEY-SA… Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 6 "AOSTA"    Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 7 "ARNAD"    Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 8 "ARVIER"   Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
 9 "AVISE"    Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
10 "AYAS"     Admin-1 s…         3 ITA-5442     5442 IT-AO      <NA>      IT    
# ℹ 7,818 more rows
# ℹ 115 more variables: adm0_sr <int>, name <chr>, name_alt <chr>,
#   name_local <chr>, type <chr>, type_en <chr>, code_local <chr>,
#   code_hasc <chr>, note <chr>, hasc_maybe <chr>, region <chr>,
#   region_cod <chr>, provnum_ne <int>, gadm_level <int>, check_me <int>,
#   datarank <int>, abbrev <chr>, postal <chr>, area_sqkm <int>,
#   sameascity <int>, labelrank <int>, name_len <int>, mapcolor9 <int>, …

places in Italy which are at most 10km from an airport

italy %>% st_transform(st_crs(all_airports))
Simple feature collection with 110 features and 121 fields
Geometry type: MULTIPOLYGON
Dimension:     XY
Bounding box:  xmin: 522937.2 ymin: 3824914 xmax: 1563015 ymax: 5098251
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
First 10 features:
                        featurecla scalerank adm1_code diss_me iso_3166_2
389 Admin-1 states provinces lakes         3  ITA-5442    5442      IT-AO
391 Admin-1 states provinces lakes         3  ITA-5437    5437      IT-VB
393 Admin-1 states provinces lakes         3  ITA-5451    5451      IT-VA
394 Admin-1 states provinces lakes         3  ITA-5452    5452      IT-CO
396 Admin-1 states provinces lakes         3  ITA-5444    5444      IT-SO
397 Admin-1 states provinces lakes         3  ITA-5459    5459      IT-BZ
431 Admin-1 states provinces lakes         3  ITA-5369    5369      IT-IM
433 Admin-1 states provinces lakes         3  ITA-5441    5441      IT-CN
436 Admin-1 states provinces lakes         3  ITA-5434    5434      IT-TO
554 Admin-1 states provinces lakes         3  ITA-5366    5366      IT-RN
    wikipedia iso_a2 adm0_sr                 name
389      <NA>     IT       1                Aoste
391      <NA>     IT       1 Verbano-Cusio-Ossola
393      <NA>     IT       1               Varese
394      <NA>     IT       1                 Como
396      <NA>     IT       1              Sondrio
397      <NA>     IT       1                Bozen
431      <NA>     IT       1              Imperia
433      <NA>     IT       1                Cuneo
436      <NA>     IT       1                Turin
554      <NA>     IT       1               Rimini
                                                                                      name_alt
389                                              Aosta|Aosta Valley|Val d'Aoste|Vallée d'Aoste
391                                                          Piemont|Piémont|Piemonte|Piedmont
393                                                               Lombardy|Lombardei|Lombardie
394                                                               Lombardy|Lombardei|Lombardie
396                                                               Lombardy|Lombardei|Lombardie
397 Bolzano|Trentino - Alto Adige|Trentino-Alto Adigio|Trentino-South Tirol|Venezia Tridentina
431                                                                               Lacio|Latium
433                                                          Piemont|Piémont|Piemonte|Piedmont
436                                                   Torino|Piemont|Piémont|Piemonte|Piedmont
554                                         Emilia Romagna|Emilia|Emilia-Romaña|Émilie-Romagne
    name_local     type  type_en code_local code_hasc note hasc_maybe
389       <NA> Province Province         11     IT.AO  ITC       <NA>
391       <NA> Province Province         28     IT.VB  ITC       <NA>
393       <NA> Province Province         21     IT.VA  ITC       <NA>
394       <NA> Province Province         22     IT.CO  ITC       <NA>
396       <NA> Province Province         96     IT.SO  ITC       <NA>
397       <NA> Province Province         39     IT.BZ  ITD       <NA>
431       <NA> Province Province         18     IT.IM <NA>       <NA>
433       <NA> Province Province         12     IT.CN  ITC       <NA>
436       <NA> Province Province         10     IT.TO  ITC       <NA>
554       <NA> Province Province         47     IT.RN  ITD       <NA>
                 region region_cod provnum_ne gadm_level check_me datarank
389       Valle d'Aosta      IT-23         12          1       20        3
391            Piemonte      IT-21         13          1       20        3
393           Lombardia      IT-25         17          1       20        3
394           Lombardia      IT-25         17          1       20        3
396           Lombardia      IT-25         17          1       20        3
397 Trentino-Alto Adige      IT-32         19          1       20        3
431             Liguria      IT-42          8          1       20        3
433            Piemonte      IT-21         13          1       20        3
436            Piemonte      IT-21         13          1       20        3
554      Emilia-Romagna      IT-45         21          1       20        3
    abbrev postal area_sqkm sameascity labelrank name_len mapcolor9 mapcolor13
389   <NA>     AO         0        -99         3        5         8          7
391   <NA>     VB         0        -99         3       20         8          7
393   <NA>     VA         0        -99         3        6         8          7
394   <NA>     CO         0        -99         3        4         8          7
396   <NA>     SO         0        -99         3        7         8          7
397   <NA>     BZ         0        -99         3        5         8          7
431   <NA>     IM         0        -99         3        7         8          7
433   <NA>     CN         0        -99         3        5         8          7
436   <NA>     TO         0        -99         3        5         8          7
554   <NA>     RN         0        -99         3        6         8          7
    fips fips_alt   woe_id woe_label             woe_name latitude longitude
389 IT19     <NA> 12591856      <NA>                Aosta  45.7126   7.35059
391 IT12     <NA> 15022642      <NA> Verbano-Cusio-Ossola  46.0739   8.34317
393 IT09     <NA> 12591884      <NA>               Varese  45.7876   8.75898
394 IT09     <NA> 12591808      <NA>                 Como  45.9389   9.15860
396 IT09     <NA> 12591881      <NA>              Sondrio  46.2035   9.81202
397 IT17     <NA> 12591814      <NA>              Bolzano  46.7070  11.44110
431 IT12     IT08 12591858      <NA>              Imperia  44.0110   7.81935
433 IT12     <NA> 12591824      <NA>                Cuneo  44.4862   7.63034
436 IT12     <NA> 12591807      <NA>                Turin  45.1609   7.47211
554 IT05     <NA> 15022641      <NA>               Rimini  43.9996  12.56070
    sov_a3 adm0_a3 adm0_label admin geonunit gu_a3   gn_id
389    ITA     ITA          2 Italy    Italy   ITA 3182996
391    ITA     ITA          2 Italy    Italy   ITA 3164567
393    ITA     ITA          2 Italy    Italy   ITA 3164697
394    ITA     ITA          2 Italy    Italy   ITA 3178227
396    ITA     ITA          2 Italy    Italy   ITA 3166396
397    ITA     ITA          2 Italy    Italy   ITA 3181912
431    ITA     ITA          2 Italy    Italy   ITA 3175531
433    ITA     ITA          2 Italy    Italy   ITA 3177699
436    ITA     ITA          2 Italy    Italy   ITA 3165523
554    ITA     ITA          2 Italy    Italy   ITA 6457404
                           gn_name  gns_id                    gns_name gn_level
389             Provincia di Aosta -110503 Valle d'Aosta, Provincia di        2
391 Provincia Verbano-Cusio-Ossola -123139        Novara, Provincia di        2
393            Provincia di Varese -131905                      Varese        2
394              Provincia di Como -116054                        Como        2
396           Provincia di Sondrio -129920       Sondrio, Provincia di        2
397           Provincia di Bolzano -111759                     Bolzano        2
431           Provincia di Imperia -119238       Imperia, Provincia di        2
433             Provincia di Cuneo       0                        <NA>        2
436            Provincia di Torino -130939                      Torino        2
554            Provincia di Rimini       0                        <NA>        2
    gn_region gn_a1_code region_sub sub_code gns_level gns_lang gns_adm1
389      <NA>      IT.AO       <NA>     <NA>         2     <NA>     <NA>
391      <NA>      IT.VB       <NA>     <NA>         2     <NA>     <NA>
393      <NA>      IT.VA       <NA>     <NA>         2     <NA>     <NA>
394      <NA>      IT.CO       <NA>     <NA>         2     <NA>     <NA>
396      <NA>      IT.SO       <NA>     <NA>         2     <NA>     <NA>
397      <NA>      IT.BZ       <NA>     <NA>         2     <NA>     <NA>
431      <NA>      IT.IM       <NA>     <NA>         2     <NA>     <NA>
433      <NA>      IT.CN       <NA>     <NA>        -1     <NA>     <NA>
436      <NA>      IT.TO       <NA>     <NA>         2     <NA>     <NA>
554      <NA>      IT.RN       <NA>     <NA>        -1     <NA>     <NA>
    gns_region min_label max_label min_zoom wikidataid
389       IT19         9        11        9      Q3367
391       IT12         9        11        9     Q16312
393       IT09         9        11        9     Q16299
394       IT09         9        11        9     Q16161
396       IT09         9        11        9     Q16282
397       IT17         9        11        9      Q1237
431       IT08         9        11        9     Q16186
433       <NA>         9        11        9     Q15091
436       IT12         9        11        9     Q16287
554       <NA>         9        11        9     Q16268
                       name_ar             name_bn              name_de
389                      أوستا               আওস্তা                Aosta
391 مقاطعة فربانو كوزيو أوسولا ভারবানো-কুসিও-অসসালা Verbano-Cusio-Ossola
393              مقاطعة فاريزي         ভারেস প্রদেশ               Varese
394                مقاطعة كومو       কোমে-এর প্রদেশ                 Como
396             مقاطعة سوندريو        সন্দ্রিও প্রদেশ              Sondrio
397        ترينتينو ألتو أديجي               বোজেন    Trentino-Südtirol
431             مقاطعة إمبيريا      ইমপেরিয়া প্রদেশ              Imperia
433               مقاطعة كونيو       কুনেও-এর প্রদেশ                Cuneo
436              مقاطعة تورينو       তুরিণ-এর প্রদেশ                Turin
554              مقاطعة ريميني       রিমিনির প্রদেশ               Rimini
                 name_en              name_es              name_fr
389                Aosta                Aosta                Aoste
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese               Varèse
394                 Como                 Como                 Côme
396              Sondrio              Sondrio              Sondrio
397 Trentino-South Tyrol Trentino-Alto Adigio   Trentin-Haut-Adige
431              Imperia              Imperia              Imperia
433                Cuneo                Cuneo                 Coni
436                Turin                Turín                Turin
554               Rimini               Rímini               Rimini
                  name_el          name_hi              name_hu
389                 Αόστα            आओसता                Aosta
391 Βερμπάνο-Κούζιο-Όσολα वेर्बैनो-कुसिओ-ओसोला Verbano-Cusio-Ossola
393                Βαρέζε         वर्से प्रांत               Varese
394                  Κόμο        कोमो प्रांत                 Como
396               Σόντριο      सोंड्रीओ प्रांत              Sondrio
397 Τρεντίνο-Άλτο Άντιτζε             बोज़ेन  Trentino-Alto Adige
431               Ιμπέρια   इम्पीरियाई प्रांत              Imperia
433                Κούνεο      क्युनियो प्रांत                Cuneo
436                Τορίνο       ट्यूरिन प्रांत               Torino
554                Ρίμινι      रिमिनी प्रांत               Rimini
                 name_id              name_it
389                Aosta                Aosta
391 Verbano-Cusio-Ossola Verbano-Cusio-Ossola
393               Varese               Varese
394                 Como                 Como
396              Sondrio              Sondrio
397  Trentino-Alto Adige  Trentino-Alto Adige
431              Imperia              Imperia
433                Cuneo                Cuneo
436               Torino               Torino
554               Rimini               Rimini
                                 name_ja                name_ko
389                             アオスタ               아오스타
391     ヴェルバーノ・クジオ・オッソラ県 베르바노쿠시오오솔라도
393                         ヴァレーゼ県               바레세도
394                               コモ県                 코모도
396                         ソンドリオ県             손드리오도
397 トレンティーノ=アルト・アディジェ州     트렌티노알토아디제
431                         インペリア県             임페리아도
433                           クーネオ県               쿠네오도
436                             トリノ県               토리노현
554                             リミニ県               리미니도
                 name_nl                name_pl              name_pt
389                Aosta                  Aosta                Aosta
391 Verbano-Cusio-Ossola Prowincja Cusio Ossola Verbano Cusio Ossola
393     provincie Varese       prowincja Varese               Varese
394                 Como         Prowincja Como                 Como
396              Sondrio      Prowincja Sondrio              Sondrio
397  Trentino-Zuid-Tirol    Trydent-Górna Adyga  Trentino-Alto Ádige
431              Imperia      Prowincja Imperia              Impéria
433                Cuneo        Prowincja Cuneo                Cuneo
436               Turijn        Prowincja Turyn                Turim
554               Rimini       Prowincja Rimini               Rimini
                    name_ru              name_sv                  name_tr
389                   Аоста                Aosta                    Aosta
391    Вербано-Кузио-Оссола Verbano Cusio Ossola Verbano-Cusio-Ossola ili
393                  Варезе     Provinsen Varese               Varese ili
394                    Комо                 Como                 Como ili
396                 Сондрио              Sondrio              Sondrio ili
397 Трентино — Альто-Адидже  Trentino-Sydtyrolen      Trentino-Alto Adige
431                 Империя              Imperia                  İmperia
433                   Кунео                Cuneo                Cuneo ili
436                   Турин               Torino               Torino ili
554                  Римини               Rimini               Rimini ili
                         name_vi                  name_zh      ne_id
389                        Aosta                   奥斯塔 1159310915
391         Verbano-Cusio-Ossola 韦尔巴诺-库西亚-奥索拉省 1159316907
393                       Varese                 瓦雷泽省 1159316941
394                         Como                   科莫省 1159316943
396                      Sondrio               松德里奥省 1159316925
397 Trentino-Alto Adige/Südtirol        特伦蒂诺-上阿迪杰 1159310921
431                      Imperia               因佩里亚省 1159316921
433                        Cuneo                 库内奥省 1159316915
436                       Torino                   都灵省 1159310913
554                       Rimini                 里米尼省 1159316987
                name_he                        name_uk
389              אאוסטה                          Аоста
391  ורבנו-קוזיו-אוסולה Провінція Вербано-Кузіо-Оссола
393               וארזה               Провінція Варезе
394                קומו                 Провінція Комо
396             סונדריו              Провінція Сондріо
397 טרנטינו-אלטו אדיג'ה          Трентіно-Альто-Адідже
431             אימפריה              Провінція Імперія
433               קונאו                Провінція Кунео
436              טורינו                Провінція Турин
554              רימיני               Провінція Ріміні
                      name_ur                   name_fa
389                    آئوستا                    ائوستا
391 صوبہ ویربانو-کوزیو-اوسولا استان وربانو-کوزیو-اوسولا
393               صوبہ واریزے                استان ورزه
394                 صوبہ کومو                استان کومو
396              صوبہ سوندریو             استان سوندریو
397     ترینتینو جنوبی ٹائرول        ترنتینو التو آدیجه
431              صوبہ امپیریا             استان ایمپریا
433                صوبہ کونیو               استان کونیو
436               صوبہ تورینو               استان تورین
554               صوبہ ریمینی              استان ریمینی
                    name_zht FCLASS_ISO FCLASS_US FCLASS_FR FCLASS_RU FCLASS_ES
389                   奧斯塔       <NA>      <NA>      <NA>      <NA>      <NA>
391 韋爾巴諾-庫西亞-奧索拉省       <NA>      <NA>      <NA>      <NA>      <NA>
393                 瓦雷澤省       <NA>      <NA>      <NA>      <NA>      <NA>
394                   科莫省       <NA>      <NA>      <NA>      <NA>      <NA>
396               松德里奧省       <NA>      <NA>      <NA>      <NA>      <NA>
397        特伦蒂诺-上阿迪杰       <NA>      <NA>      <NA>      <NA>      <NA>
431               因佩里亞省       <NA>      <NA>      <NA>      <NA>      <NA>
433                 庫內奧省       <NA>      <NA>      <NA>      <NA>      <NA>
436                   都靈省       <NA>      <NA>      <NA>      <NA>      <NA>
554                 里米尼省       <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_CN FCLASS_TW FCLASS_IN FCLASS_NP FCLASS_PK FCLASS_DE FCLASS_GB
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_BR FCLASS_IL FCLASS_PS FCLASS_SA FCLASS_EG FCLASS_MA FCLASS_PT
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_AR FCLASS_JP FCLASS_KO FCLASS_VN FCLASS_TR FCLASS_ID FCLASS_PL
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>
    FCLASS_GR FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD FCLASS_UA FCLASS_TLC
389      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
391      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
393      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
394      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
396      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
397      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
431      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
433      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
436      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
554      <NA>      <NA>      <NA>      <NA>      <NA>      <NA>       <NA>
                          geometry
389 MULTIPOLYGON (((549617.4 49...
391 MULTIPOLYGON (((614130.6 49...
393 MULTIPOLYGON (((681108.5 49...
394 MULTIPOLYGON (((697902.1 49...
396 MULTIPOLYGON (((718419 4980...
397 MULTIPOLYGON (((809949 5024...
431 MULTIPOLYGON (((605128.2 47...
433 MULTIPOLYGON (((617483.7 47...
436 MULTIPOLYGON (((560515.9 47...
554 MULTIPOLYGON (((1003322 476...

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") %>%
  st_transform(aea) %>%
  st_intersection(italy %>% st_transform(st_crs(all_airports)))

buffer <- st_buffer(airport, set_units(10, km)) %>% select(geometry)
buffer
Simple feature collection with 891 features and 0 fields
Geometry type: POLYGON
Dimension:     XY
Bounding box:  xmin: -14434440 ymin: -2503470 xmax: 15879340 ymax: 16111590
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 891 × 1
                                                                        geometry
                                                                   <POLYGON [m]>
 1 ((6556315 5903996, 6556302 5903473, 6556261 5902951, 6556192 5902432, 655609…
 2 ((7564096 4869763, 7564082 4869239, 7564041 4868718, 7563973 4868198, 756387…
 3 ((7798863 6023223, 7798849 6022700, 7798808 6022178, 7798740 6021659, 779864…
 4 ((4447132 4415437, 4447118 4414914, 4447077 4414392, 4447009 4413873, 444691…
 5 ((7070029 5703838, 7070015 5703315, 7069974 5702793, 7069906 5702274, 706981…
 6 ((4722651 2535897, 4722638 2535374, 4722597 2534852, 4722528 2534333, 472243…
 7 ((7170505 5253892, 7170492 5253369, 7170451 5252847, 7170382 5252328, 717028…
 8 ((7223729 4891264, 7223715 4890741, 7223674 4890219, 7223606 4889700, 722351…
 9 ((6627781 5946460, 6627767 5945937, 6627726 5945415, 6627657 5944896, 662756…
10 ((7354701 5001195, 7354688 5000672, 7354646 5000150, 7354578 4999631, 735448…
# ℹ 881 more rows

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") %>%
  st_transform(aea) %>%
  st_intersection(italy %>% st_transform(st_crs(all_airports)))

buffer <- st_buffer(airport, set_units(10, km)) %>% select(geometry)

italian_airports <- st_intersection(all_airports, st_transform(italy, st_crs(all_airports)))
italian_airports
Simple feature collection with 11 features and 156 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 604505.6 ymin: 4074664 xmax: 1319439 ymax: 4927469
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 11 × 157
   scalerank featurecla type  name  abbrev location gps_code iata_code wikipedia
 *     <int> <chr>      <chr> <chr> <chr>  <chr>    <chr>    <chr>     <chr>    
 1         8 Airport    major Malp… MXP    terminal LIMC     MXP       http://e…
 2         8 Airport    major Turi… TRN    terminal LIMF     TRN       http://e…
 3         7 Airport    major Veni… VCE    terminal LIPZ     VCE       http://e…
 4         7 Airport    major Napl… NAP    terminal LIRN     NAP       http://e…
 5         2 Airport    major Leon… FCO    terminal LIRF     FCO       http://e…
 6         7 Airport    majo… Pisa… PSA    terminal LIRP     PSA       http://e…
 7         7 Airport    mid   Albe… ALL    ramp     LIMG     ALL       http://e…
 8         5 Airport    major Pale… PMO    terminal LICJ     PMO       http://e…
 9         8 Airport    major Cata… CTA    terminal LICC     CTA       http://e…
10         5 Airport    major Orio… BGY    terminal LIME     BGY       http://e…
11         2 Airport    major Lina… LIN    terminal LIML     LIN       http://e…
# ℹ 148 more variables: natlscale <dbl>, comments <chr>, wikidataid <chr>,
#   name_ar <chr>, name_bn <chr>, name_de <chr>, name_en <chr>, name_es <chr>,
#   name_fr <chr>, name_el <chr>, name_hi <chr>, name_hu <chr>, name_id <chr>,
#   name_it <chr>, name_ja <chr>, name_ko <chr>, name_nl <chr>, name_pl <chr>,
#   name_pt <chr>, name_ru <chr>, name_sv <chr>, name_tr <chr>, name_vi <chr>,
#   name_zh <chr>, wdid_score <int>, ne_id <chr>, featurecla.1 <chr>,
#   scalerank.1 <int>, adm1_code <chr>, diss_me <int>, iso_3166_2 <chr>, …

places in Italy which are at most 10km from an airport

library(units)
all_airports <- read_sf("data/ne_10m_airports.shp") %>%
  st_transform(aea)
cities <- read_sf("data/italian-cities.shp") %>%
  st_transform(aea) %>%
  st_intersection(italy %>% st_transform(st_crs(all_airports)))

buffer <- st_buffer(all_airports, set_units(10, km)) %>% select(geometry)

italian_airports <- st_intersection(all_airports, st_transform(italy, st_crs(all_airports)))

close_cities <- st_intersection(cities, buffer)
close_cities
Simple feature collection with 167 features and 122 fields
Geometry type: POINT
Dimension:     XY
Bounding box:  xmin: 594766.6 ymin: 4078086 xmax: 1319118 ymax: 4936020
Projected CRS: +proj=aea +lat_1=29.5 +lat_2=42.5
# A tibble: 167 × 123
   city       featurecla scalerank adm1_code diss_me iso_3166_2 wikipedia iso_a2
 * <chr>      <chr>          <int> <chr>       <int> <chr>      <chr>     <chr> 
 1 SANT'AGAT… Admin-1 s…         3 ITA-5413     5413 IT-CT      <NA>      IT    
 2 MISTERBIA… Admin-1 s…         3 ITA-5413     5413 IT-CT      <NA>      IT    
 3 MOTTA SAN… Admin-1 s…         3 ITA-5413     5413 IT-CT      <NA>      IT    
 4 ARSAGO SE… Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
 5 BESNATE    Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
 6 CARDANO A… Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
 7 CASORATE … Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
 8 FERNO      Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
 9 GALLARATE  Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
10 GOLASECCA  Admin-1 s…         3 ITA-5451     5451 IT-VA      <NA>      IT    
# ℹ 157 more rows
# ℹ 115 more variables: adm0_sr <int>, name <chr>, name_alt <chr>,
#   name_local <chr>, type <chr>, type_en <chr>, code_local <chr>,
#   code_hasc <chr>, note <chr>, hasc_maybe <chr>, region <chr>,
#   region_cod <chr>, provnum_ne <int>, gadm_level <int>, check_me <int>,
#   datarank <int>, abbrev <chr>, postal <chr>, area_sqkm <int>,
#   sameascity <int>, labelrank <int>, name_len <int>, mapcolor9 <int>, …

places in Italy which are at most 10km from an airport

ggplot() +
  geom_sf(data=st_transform(italy, 
                            aea)) +
  geom_sf(data=close_cities,
          size=0.1) +
  geom_sf(data=italian_airports,
          shape=23,
          fill="yellow")

Getting the centroid of geometries

regions <- italy %>% 
  group_by(region) %>% 
  summarise()


regions %>% 
  mutate(
    centroid = st_centroid(geometry)
  ) %>% 
  ggplot() +
  geom_sf(aes(geometry=centroid))

Affine transformations

regions %>% 
  mutate(
    centroid = st_centroid(geometry),
    scale_factor = 0.5,
    geometry = 
      (geometry - centroid) * 
                    scale_factor + 
                            centroid
  ) %>% 
  ggplot() +
  geom_sf()

Map projections and coordinate systems

Coordinates

  • Equator: imaginary line equidistant from the poles.

  • Lines of latitude: run parallel to the equator.

    • They divide the Earth into 180 equally spaced sections.
  • Lines of longitude: run perpendicular to the equator and converge to the pole.

    • The reference line runs through Greenwich, England.

    • There are 360 of them.

  • For finer detail minutes and seconds are used.

Map projections and CRSs

  • Transform the Earth from a spherical shape to planar shape.

  • A coordinate reference system (CRS) defines, with the help of coordinates, how the two-dimensional, projected map in your GIS is related to real places on the earth.

  • There are several possible projections.

  • All geometries in a list column have the same CRS.

  • Operations involving two different sf objects require that they both have the same coordinate system.

  • Get the CRS with st_crs(sf_object)

  • Set the CRS with st_transform(sf_object, "CRS specification")

Map projections

  • Each map projection is a compromise.

  • The most fitting one depends on the application.

The three families of projections

  1. Cylindrical

  2. Conical

  3. Planar

Cylindrical projections

Well suited to represent the entire globe.

Conical projections

Well suited to represent continental areas.

Distorsions introduced by projections

  • angular conformity

  • distance

  • area

  • We cannot preserve all three at the same time.

  • Being very accurate with one characteristic implies being inaccurate on the others.

  • Some projections distort all three, but by a small amount.

Depending on your needs, pick the best for the job.

Map projections with angular conformity

  • On a globe, the direction north-south is always orthogonal to the direction east-west.

  • A map projection that maintains these angular properties is called conformal or orthomorphic projection.

  • It is used for navigational purposes.

Mercator projection

is a cylindrical map projection presented by Gerardus Mercator in 1569.

https://www.thetruesize.com/

Lambert Conformal Conic LCC projection

LCC is a conic map projection used for aeronautical charts, portions of the State Plane Coordinate System, and many national and regional mapping systems.

Map projections with equal distance

  • Maintain the scale of the map constant.

  • Called equidistant projections.

  • Represent correctly the distances from the center of the map to all other points.

Azymuthal equidistant projection

has the useful properties that all points are at proportionally correct distances and directions from the center point.

Map projections with equal areas

  • Preserve the area.

  • Can heavily distort angular conformity and distances when representing large areas.

Mollweide Equal Area projection (cylindrical)

Albers Equal Area projection (conic)

A planar projection: the azymuthal orthographic projection

What type of projection should I use?

When visualizing data, you usually want to perserve areas.

Usage with sf

  • Getting the CRS: st_crs(sf_data)

  • Changing the CRS: st_transform(sf_data, crs)

  • Setting the CRS while plotting: coord_sf(crs=...)

"+proj=<projection> +lat_0=<center latitude> +lon_0=<center longitude> ...."

https://proj.org/operations/index.html

Some projections

  • Mercator "+proj=merc"
  • Lambers conformal conic "+proj=lcc +lat_1=20 +lat_2=50"
  • Azymuthal equidistant "+proj=aeqd +lat_0=90"
  • Albers Equal Area "+proj=aea +lat_1=29.5 +lat_2=42.5"
  • Mollweide "+proj=moll"
  • Azymuthal orthographic "+proj=ortho +lat_0=45 +lon_0=20"

Some guidance on how to choose projections:

https://desktop.arcgis.com/en/arcmap/10.3/tools/coverage-toolbox/choosing-a-map-projection.htm

Spilhaus projection: https://arcg.is/1vTXHn

Doing spatial joins

In some cases you have two sf dataframes and you want to join them by their geometry column.

For this task you should use the st_join function.

cities <- read_sf("data/italian-cities.shp") %>%
  # we select just the city name, discarding 
  # any other information except the geometry
  select(name = city) %>% 
  st_transform("+proj=merc")
provinces <- ne_states(country="Italy", returnclass="sf") %>%
  # we select just the province name and its geometry (implicitly)
  select(province = name) %>% 
  st_transform("+proj=merc")

# we join the two datasets based on the spatial information
joined <- st_join(cities, provinces, left=FALSE) 

ggplot(joined, aes(color=province)) +
  geom_sf(data=provinces, size=.1) +
  geom_sf(size=1) +
  theme_void() +
  theme(legend.position="none")

Doing spatial joins

Reference material