Nothing
tests/testthat/_snaps/download_geospatial.md
In ColOpenData: Download Colombian Demographic, Climate and Geospatial Data
Download geospatial works as expected
Code
download_geospatial(spatial_level = "department", simplified = TRUE,
include_geom = TRUE, include_cnpv = FALSE)
Message
This might take a while
ColOpenData provides open data derived from Departamento Administrativo
Nacional de Estadística (DANE), and Instituto de Hidrología,
Meteorología y Estudios Ambientales (IDEAM) but with modifications for
specific functional needs. These changes may alter the structure,
format, or content, meaning the data does not reflect the official
dataset. The package is developed independently, with no endorsement or
involvement from these institutions or any Colombian government body.
The authors of ColOpenData are not liable for how users utilize the
data, and users areresponsible for any outcomes from their use or
analysis of the data.
Stored by Universidad de Los Andes under the Epiverse TRACE iniative.
Output
Simple feature collection with 33 features and 6 fields
Geometry type: MULTIPOLYGON
Dimension: XY
Bounding box: xmin: -81.73562 ymin: -4.229407 xmax: -66.84722 ymax: 13.3945
Geodetic CRS: WGS 84
First 10 features:
codigo_departamento departamento version area latitud
1 18 Caquetá 2018 90103008160 0.7985562
2 19 Cauca 2018 31242914793 2.3968339
3 86 Putumayo 2018 25976283135 0.4522600
4 76 Valle del Cauca 2018 20665544525 3.8588583
5 94 Guainía 2018 71289354481 2.7278429
6 99 Vichada 2018 100063370591 4.7135571
7 85 Casanare 2018 44394239774 5.4040642
8 91 Amazonas 2018 109497053795 -1.5462277
9 97 Vaupés 2018 53299280015 0.6462456
10 95 Guaviare 2018 55575233166 1.9245320
longitud geom
1 -73.95947 MULTIPOLYGON (((-73.66003 1...
2 -76.82423 MULTIPOLYGON (((-76.05542 3...
3 -75.85591 MULTIPOLYGON (((-76.08495 1...
4 -76.51869 MULTIPOLYGON (((-77.2381 4....
5 -68.81661 MULTIPOLYGON (((-69.84572 1...
6 -69.41400 MULTIPOLYGON (((-67.7076 4....
7 -71.60188 MULTIPOLYGON (((-69.83591 6...
8 -71.50213 MULTIPOLYGON (((-69.43297 -...
9 -70.56141 MULTIPOLYGON (((-70.1096 2....
10 -72.12860 MULTIPOLYGON (((-71.07753 2...
Download geospatial works as expected with different parameters
Code
download_geospatial(spatial_level = "dpto", simplified = TRUE, include_geom = FALSE,
include_cnpv = TRUE)
Message
This might take a while
ColOpenData provides open data derived from Departamento Administrativo
Nacional de Estadística (DANE), and Instituto de Hidrología,
Meteorología y Estudios Ambientales (IDEAM) but with modifications for
specific functional needs. These changes may alter the structure,
format, or content, meaning the data does not reflect the official
dataset. The package is developed independently, with no endorsement or
involvement from these institutions or any Colombian government body.
The authors of ColOpenData are not liable for how users utilize the
data, and users areresponsible for any outcomes from their use or
analysis of the data.
Stored by Universidad de Los Andes under the Epiverse TRACE iniative.
Output
codigo_departamento departamento
1 18 Caquetá
2 19 Cauca
3 86 Putumayo
4 76 Valle del Cauca
5 94 Guainía
6 99 Vichada
7 85 Casanare
8 91 Amazonas
9 97 Vaupés
10 95 Guaviare
11 17 Caldas
12 63 Quindio
13 66 Risaralda
14 05 Antioquia
15 27 Chocó
16 52 Nariño
17 23 Córdoba
18 13 Bolívar
19 20 Cesar
20 44 La Guajira
21 47 Magdalena
22 70 Sucre
23 88 Archipiélago de San Andrés, Providencia y Santa Catalina
24 81 Arauca
25 15 Boyacá
26 25 Cundinamarca
27 54 Norte de Santander
28 11 Bogotá, D.C.
29 50 Meta
30 41 Huila
31 68 Santander
32 73 Tolima
33 08 Atlántico
version encuestas enc_etnico enc_no_etnico enc_resguardo_indigena
1 2018 163381 1117 162264 1117
2 2018 622959 83033 539926 70827
3 2018 147797 4704 143093 4659
4 2018 1674673 18250 1656423 3618
5 2018 13059 3675 9384 3675
6 2018 24915 6870 18045 6870
7 2018 200495 1324 199171 1324
8 2018 21728 5008 16720 5008
9 2018 8008 4332 3676 4332
10 2018 34687 1429 33258 1429
11 2018 485640 11689 473951 11689
12 2018 233281 39 233242 39
13 2018 402838 4148 398690 3415
14 2018 2831531 7857 2823674 5091
15 2018 181847 63285 118562 12768
16 2018 689353 101987 587366 73232
17 2018 601587 9611 591976 9611
18 2018 705254 7548 697706 0
19 2018 414890 7232 407658 7232
20 2018 277023 77044 199979 77021
21 2018 484336 3954 480382 3954
22 2018 354991 6527 348464 6527
23 2018 26963 0 26963 0
24 2018 112562 1220 111342 1220
25 2018 967834 1419 966415 1419
26 2018 1551468 441 1551027 441
27 2018 566486 1194 565292 1194
28 2018 2737495 0 2737495 0
29 2018 476510 3583 472927 3583
30 2018 495841 1761 494080 1761
31 2018 988751 0 988751 0
32 2018 648829 8527 640302 8527
33 2018 753414 0 753414 0
enc_comun_negras enc_area_protegida enc_area_no_protegida un_vivienda
1 0 544 162837 132937
2 12206 226 622733 446806
3 45 1389 146408 107456
4 14632 21431 1653242 1410067
5 0 532 12527 11111
6 0 171 24744 20051
7 0 617 199878 141678
8 0 492 21236 16380
9 0 161 7847 7149
10 0 878 33809 27218
11 0 2250 483390 365721
12 0 2316 230965 194213
13 733 6964 395874 335469
14 2766 36197 2795334 2288816
15 50517 2212 179635 151290
16 28755 9125 680228 467990
17 0 65457 536130 452924
18 7548 263 704991 582477
19 0 331 414559 337076
20 23 6402 270621 234492
21 0 21455 462881 380600
22 0 3583 351408 260138
23 0 11 26952 18104
24 0 230 112332 83727
25 0 20066 947768 497803
26 0 20647 1530821 1085084
27 0 2069 564417 461100
28 0 26695 2710800 2483914
29 0 5878 470632 357843
30 0 5270 490571 378843
31 0 77476 911275 747923
32 0 935 647894 496500
33 0 163 753251 664640
un_mixto un_no_res un_lea un_mixto_no_res_industria un_mixto_no_res_comercio
1 5429 24804 211 96 3860
2 10837 165011 324 328 6147
3 3397 36789 173 67 2572
4 39096 224820 690 1920 22705
5 293 1553 102 12 154
6 747 4016 101 12 548
7 7105 51508 204 248 5038
8 531 4788 29 12 286
9 191 537 131 0 126
10 1441 5925 103 39 977
11 7240 112522 157 225 4035
12 5094 33730 244 135 3187
13 6726 60442 201 321 4295
14 33470 507546 1794 2803 19341
15 3488 27014 55 93 2274
16 12911 208048 404 331 7919
17 12577 135969 117 275 7958
18 16461 106095 221 228 9773
19 17454 60261 99 362 7961
20 5042 37428 61 104 2834
21 14441 89182 113 302 7090
22 8041 86779 33 198 5012
23 306 8540 13 6 118
24 3933 24852 50 87 2864
25 21954 447821 268 507 13066
26 38933 426650 801 1094 20420
27 18694 86525 167 976 11482
28 39605 213068 908 3905 23685
29 14581 103583 503 382 10407
30 12592 104195 211 335 8060
31 25660 214701 467 1345 15090
32 18075 133864 390 688 11676
33 17008 71527 261 537 11746
un_mixto_no_res_servicios un_mixto_no_res_agro un_mixto_no_res_sin_info
1 1117 243 113
2 2276 2016 70
3 717 29 12
4 11986 2357 128
5 106 6 15
6 151 22 14
7 1677 134 8
8 185 12 36
9 50 1 14
10 367 11 47
11 1602 1373 5
12 1179 590 3
13 1730 377 3
14 7403 3879 44
15 748 104 269
16 2539 1904 218
17 3063 1275 6
18 3354 3101 5
19 4181 4904 46
20 1442 652 10
21 3286 3744 19
22 2342 482 7
23 182 0 0
24 699 282 1
25 2963 5406 12
26 4675 12683 61
27 3867 2337 32
28 10268 1679 68
29 2357 1393 42
30 2915 1276 6
31 4955 4205 65
32 3592 2101 18
33 4175 533 17
un_no_res_industria un_no_res_comercio un_no_res_servicios un_no_res_agro
1 160 5422 2511 3052
2 810 10334 9455 43342
3 188 4402 2485 6665
4 5572 50097 40191 32665
5 15 244 263 24
6 13 601 418 25
7 568 7907 4626 4681
8 25 564 705 4
9 2 74 110 1
10 73 1463 967 39
11 1420 17132 14499 34894
12 576 10399 5607 6302
13 1278 16647 9490 14132
14 10395 111425 69260 80359
15 362 5432 4699 195
16 979 15353 9559 102518
17 530 16941 11069 26041
18 694 16913 10942 19461
19 483 10300 9000 9089
20 159 5786 4799 2044
21 655 14992 9867 21153
22 367 8476 7989 19497
23 30 985 1276 4
24 194 5058 2701 1964
25 2015 22115 13092 161756
26 4674 40530 15210 132742
27 1529 17211 10345 17227
28 20139 98313 59842 3895
29 1080 18308 7494 11889
30 723 14650 10059 29656
31 3575 37180 21190 46907
32 938 17672 8706 33886
33 2088 19238 12574 3183
un_no_res_institucional un_no_res_lote un_no_res_parque un_no_res_minero
1 1250 10099 678 12
2 3515 86486 3155 105
3 1428 18445 368 74
4 5452 67080 6881 169
5 149 597 35 7
6 220 2290 109 3
7 1567 28448 865 52
8 198 2764 243 9
9 86 149 34 0
10 400 2128 154 2
11 3090 33800 2108 383
12 817 8030 604 11
13 1832 12562 994 76
14 11511 189084 7392 1210
15 1287 9737 197 15
16 3412 63756 4561 48
17 3612 68585 2305 124
18 3930 37378 5065 253
19 1956 21389 1009 201
20 1733 16958 545 34
21 2665 30055 985 85
22 2386 41328 952 94
23 157 5467 37 1
24 899 10726 705 5
25 4735 228796 2182 713
26 6765 206323 4753 630
27 3553 27182 2572 320
28 6459 13925 4518 141
29 2942 52713 2020 134
30 3185 36223 2461 235
31 5809 85318 2327 1349
32 3621 62602 1583 141
33 2328 24361 1297 73
un_no_res_proteccion u_no_res_construccion u_no_res_sin_info viviendas
1 96 1453 71 138366
2 969 6596 244 457643
3 319 2334 81 110853
4 1340 14970 403 1449163
5 5 206 8 11404
6 6 325 6 20798
7 227 2522 45 148783
8 3 251 22 16911
9 2 78 1 7340
10 4 679 16 28659
11 1557 3571 68 372961
12 119 1222 43 199307
13 723 2642 66 342195
14 3819 22156 935 2322286
15 26 4843 221 154778
16 1204 6399 259 480901
17 487 6063 212 465501
18 1329 9919 211 598938
19 385 6345 104 354530
20 72 5222 76 239534
21 293 8289 143 395041
22 947 4622 121 268179
23 13 560 10 18410
24 82 2471 47 87660
25 5453 6797 167 519757
26 5053 9293 677 1124017
27 286 6081 219 479794
28 567 4815 454 2523519
29 858 5957 188 372424
30 1502 5347 154 391435
31 2095 8513 438 773583
32 276 4304 135 514575
33 95 6075 215 681648
viv_casa viv_apartamento viv_cuarto viv_trad_indigena viv_trad_etnica
1 115307 18322 3591 493 35
2 372096 33837 18177 30035 2187
3 90540 11052 8098 684 49
4 902928 490230 52855 1173 518
5 8577 690 311 1697 34
6 14875 1163 719 3823 88
7 113503 25674 8459 448 72
8 14278 1335 857 356 21
9 6219 221 171 611 25
10 24156 2919 1311 188 14
11 258414 103943 9467 735 73
12 149798 42560 6455 123 40
13 251812 81463 6618 2015 69
14 1218936 1037197 60041 3376 578
15 132653 10229 2216 7596 1899
16 366565 71792 29195 10871 1432
17 390272 50114 14826 8986 244
18 408774 164705 22844 1050 494
19 269485 58106 20663 5157 362
20 129090 20073 18010 69055 2263
21 301626 71654 17838 2728 191
22 223417 29831 9711 4750 112
23 11045 5440 1786 2 70
24 74904 5939 5488 890 45
25 393601 109164 14342 1506 143
26 710791 363997 47703 155 131
27 372013 85369 21249 633 54
28 831210 1538294 151963 178 174
29 285631 68886 14290 2270 83
30 316786 60335 12708 842 66
31 488603 255424 28117 119 115
32 388450 105103 18829 1042 99
33 383298 268000 28752 224 108
viv_otro viv_ocupado_personas viv_ocupado_sin_personas viv_temporal
1 618 110525 4306 7299
2 1311 367793 24327 32268
3 430 91508 3418 5761
4 1459 1231570 64873 41444
5 95 9364 72 660
6 130 17699 184 906
7 627 120179 3269 11384
8 64 15422 341 462
9 93 6829 73 177
10 71 22146 1832 1393
11 329 304509 10647 20710
12 331 170054 6942 5733
13 218 273259 24051 11720
14 2158 1933583 70947 124578
15 185 128125 2221 7367
16 1046 407276 12995 25244
17 1059 411879 6684 10691
18 1071 509169 10654 25420
19 757 296535 9047 16522
20 1043 214867 611 9796
21 1004 319306 2615 33899
22 358 229335 788 8534
23 67 16197 133 1091
24 394 70994 3941 4927
25 1001 369111 7882 62027
26 1240 899740 8705 104525
27 476 384715 27574 15692
28 1700 2345190 33344 26233
29 1264 288760 19794 23748
30 698 301651 12791 39969
31 1205 608376 26898 46579
32 1052 406884 10697 52012
33 1266 598179 26361 9992
viv_desocupado hogares viv_energia viv_sin_energia viv_energia_estrato_1
1 16236 116166 93242 17283 70029
2 33255 432493 336910 30883 228576
3 10166 107053 70944 20564 58033
4 111276 1267039 1216379 15191 321720
5 1308 9953 5822 3542 3421
6 2009 19162 7697 10002 5721
7 13951 128130 112348 7831 57192
8 686 16290 11954 3468 5040
9 261 7020 3249 3580 2083
10 3288 22817 16455 5691 10779
11 37095 309680 300623 3886 76889
12 16578 174231 168496 1558 46372
13 33165 277932 271487 1772 61304
14 193178 1983566 1910386 23197 448806
15 17065 133687 97143 30982 88058
16 35386 449275 370826 36450 256642
17 36247 466615 395853 16026 323126
18 53695 542694 482243 26926 319200
19 32426 316717 279957 16578 182207
20 14260 227367 130335 84532 82287
21 39221 343790 300043 19263 200595
22 29522 240068 221591 7744 172374
23 989 16354 16102 95 4255
24 7798 75261 65030 5964 47674
25 80737 381868 358502 10609 94785
26 111047 945586 885722 14018 157097
27 51813 398300 368120 16595 144924
28 118752 2514482 2339400 5790 196795
29 40122 304244 266456 22304 95939
30 37024 319750 288382 13269 144716
31 91730 647157 602751 5625 207725
32 44982 423353 397981 8903 147039
33 47116 625123 591697 6482 306315
viv_energia_estrato_2 viv_energia_estrato_3 viv_energia_estrato_4
1 16659 3868 523
2 51555 22577 10705
3 9096 1002 46
4 438056 295053 84368
5 1401 144 5
6 1351 214 5
7 39524 12084 1312
8 3174 1651 89
9 260 113 3
10 4236 874 19
11 109157 77857 19187
12 62811 37158 10348
13 95613 67441 25983
14 702517 498508 131061
15 4331 1502 43
16 67775 27876 8991
17 46355 14129 3792
18 98942 40080 11427
19 60806 20677 4569
20 27860 6180 467
21 41727 38193 7218
22 37257 6770 2205
23 7264 3666 392
24 12203 2497 238
25 196356 50587 11192
26 447484 230260 34489
27 156382 45816 16116
28 917668 810356 263774
29 90791 64325 7908
30 113382 19587 5773
31 181238 121733 68488
32 174017 56149 14024
33 152912 75770 32852
viv_energia_estrato_5 viv_energia_estrato_6 viv_energia_sin_estrato
1 20 7 2136
2 2682 564 20251
3 15 37 2715
4 54589 16599 5994
5 3 1 847
6 1 1 404
7 67 12 2157
8 9 3 1988
9 1 1 788
10 7 2 538
11 5929 9002 2602
12 8936 1307 1564
13 11510 7643 1993
14 78960 35376 15158
15 8 11 3190
16 2700 64 6778
17 1203 987 6261
18 4712 3554 4328
19 2112 536 9050
20 157 20 13364
21 1972 2886 7452
22 484 280 2221
23 161 45 319
24 10 6 2402
25 4069 68 1445
26 5734 4261 6397
27 2706 493 1683
28 83473 61257 6077
29 3135 997 3361
30 1161 116 3647
31 11062 8802 3703
32 2554 515 3683
33 10611 9397 3840
viv_acueducto viv_sin_acueducto viv_alcantarillado viv_sin_alcantarillado
1 80362 30163 72630 37895
2 239233 128560 163290 204503
3 47315 44193 49898 41610
4 1174360 57210 1119657 111913
5 2047 7317 2621 6743
6 6506 11193 1140 16559
7 95984 24195 87851 32328
8 5962 9460 5241 10181
9 2393 4436 2124 4705
10 10029 12117 10255 11891
11 270261 34248 247395 57114
12 165221 4833 154836 15218
13 256692 16567 240402 32857
14 1741310 192273 1597608 335975
15 36562 91563 26082 102043
16 294873 112403 197862 209414
17 280367 131512 171842 240037
18 400728 108441 259262 249907
19 250721 45814 219074 77461
20 100043 114824 89975 124892
21 230955 88351 167990 151316
22 195362 33973 129300 100035
23 5940 10257 2687 13510
24 51727 19267 40868 30126
25 315674 53437 233357 135754
26 807017 92723 690966 208774
27 320229 64486 304985 79730
28 2332920 12270 2325515 19675
29 228211 60549 226219 62541
30 256798 44853 207477 94174
31 516267 92109 461115 147261
32 345378 61506 301140 105744
33 576711 21468 511207 86972
viv_gas viv_sin_gas viv_sin_info_gas viv_rec_basuras viv_sin_rec_basuras
1 40608 67966 1951 80237 30288
2 101100 264114 2579 163693 204100
3 13261 77496 751 54930 36578
4 1003741 218169 9660 1156676 74894
5 0 9364 0 3615 5749
6 0 17699 0 6424 11275
7 90065 29004 1110 94829 25350
8 298 14605 519 7759 7663
9 0 6829 0 2438 4391
10 4150 17644 352 13943 8203
11 191171 111351 1987 249435 55074
12 136914 31826 1314 159096 10958
13 206994 64716 1549 244517 28742
14 1194873 726032 12678 1720765 212818
15 2970 120297 4858 62208 65917
16 31580 371653 4043 221799 185477
17 194127 215661 2091 217204 194675
18 355014 151530 2625 362286 146883
19 192045 102382 2108 228850 67685
20 86305 127499 1063 99152 115715
21 206326 111040 1940 223958 95348
22 132145 95876 1314 133504 95831
23 0 16197 0 15729 468
24 2872 67530 592 48238 22756
25 191122 174513 3476 236721 132390
26 624544 268719 6477 739380 160360
27 189440 191882 3393 319405 65310
28 2183785 131835 29570 2329993 15197
29 191182 94374 3204 240108 48652
30 200504 98726 2421 206020 95631
31 414796 188820 4760 484014 124362
32 281894 120883 4107 301922 104962
33 535085 59552 3542 565186 32993
viv_internet viv_sin_internet viv_sin_info_internet personas per_leas
1 16740 91374 2411 359602 11260
2 57774 307230 2789 1243503 7969
3 9947 80704 857 283197 5720
4 683961 537450 10159 3789874 27645
5 693 8442 229 44431 6849
6 903 16357 439 76642 5237
7 30308 88743 1128 379892 5264
8 788 13972 662 66056 3858
9 280 6253 296 37690 8727
10 2809 18904 433 73081 6054
11 130032 172438 2039 923472 8688
12 77442 91272 1340 509640 4029
13 142422 129220 1617 839597 4837
14 1007573 913146 12864 5974788 43296
15 17058 104918 6149 457412 3053
16 69296 332893 5087 1335521 8934
17 72344 337380 2155 1555596 3523
18 134641 371856 2672 1909460 6004
19 76308 218026 2201 1098577 4994
20 23171 190543 1153 825364 6984
21 79508 237765 2033 1263788 3246
22 37837 190167 1331 864036 3911
23 4333 11788 76 48299 465
24 9395 61005 594 239503 2757
25 90750 274840 3521 1135698 11208
26 377456 515669 6615 2792877 24080
27 108485 272722 3508 1346806 9063
28 1748648 566617 29925 7181469 31929
29 97245 188198 3317 919129 17909
30 77438 221755 2458 1009548 7694
31 274017 329400 4959 2008841 16812
32 123546 279180 4158 1228763 11263
33 274001 320552 3626 2342265 5831
per_hogares_particulares hombres mujeres per_0_a_9 per_10_a_19 per_20_a_29
1 348342 182378 177224 63844 78433 62230
2 1235534 615833 627670 198781 224899 218267
3 277477 142900 140297 47232 60789 51033
4 3762229 1800614 1989260 460691 571709 632594
5 37582 23214 21217 11162 12028 7334
6 71405 40694 35948 19441 19099 12840
7 374628 192020 187872 64926 72670 67943
8 62198 34422 31634 14778 17085 10854
9 28963 19793 17897 10060 11678 5253
10 67027 39080 34001 12391 16919 12530
11 914784 447499 475973 105062 140617 144638
12 505611 245663 263977 56160 75254 81919
13 834760 401748 437849 101485 128381 136950
14 5931492 2885383 3089405 727218 949296 1067020
15 454359 225982 231430 104175 98185 77943
16 1326587 653754 681767 185456 239283 230622
17 1552073 774448 781148 265781 305539 249776
18 1903456 947598 961862 336353 354475 319569
19 1093583 543838 554739 214032 220335 188627
20 818380 404215 421149 196282 177972 143626
21 1260542 632502 631286 235042 254661 206913
22 860125 434459 429577 149080 163281 139879
23 47834 23326 24973 6799 7214 8025
24 236746 121060 118443 43484 47920 43899
25 1124490 559084 576614 156972 197722 170156
26 2768797 1379858 1413019 390278 465449 473354
27 1337743 664057 682749 209424 238188 236410
28 7149540 3433586 3747883 860140 1029517 1376341
29 901220 464906 454223 144652 169706 158842
30 1001854 503766 505782 163896 187209 169624
31 1992029 983439 1025402 282268 320397 337210
32 1217500 609017 619746 169025 208603 186565
33 2336434 1140357 1201908 366651 398326 403676
per_30_a_39 per_40_a_49 per_50_a_59 per_60_a_69 per_70_a_79 per_80_mas
1 50014 39637 31396 19015 10148 4885
2 184644 141446 119102 81959 48453 25952
3 42216 32710 23515 14118 7828 3756
4 556818 489478 468483 325926 183070 101105
5 5070 3781 2749 1327 739 241
6 9268 6869 4910 2628 1104 483
7 60363 47854 33949 18891 9158 4138
8 8583 6101 4342 2595 1252 466
9 3572 2769 2165 1335 614 244
10 9883 8557 6779 3698 1682 642
11 128691 117158 121382 90708 49434 25782
12 71167 64102 67257 50919 28287 14575
13 121735 104295 104556 77828 42912 21455
14 922957 731363 722405 475989 247724 130816
15 60978 43383 34220 21528 10726 6274
16 200153 164583 135024 91687 57525 31188
17 210012 181852 155038 99236 57987 30375
18 267710 218890 189621 121767 65164 35911
19 155437 122867 94037 58241 30155 14846
20 110711 77515 58789 34240 17378 8851
21 171019 142734 117537 76127 39509 20246
22 117314 100813 86722 57464 32599 16884
23 7226 6225 6939 3700 1532 639
24 35367 27078 20837 11887 6288 2743
25 156535 143256 129739 94149 56122 31047
26 424455 352676 312310 205149 111133 58073
27 200230 161825 139029 89786 47703 24211
28 1183167 932944 852572 537400 270715 138673
29 139372 112793 94330 56760 29230 13444
30 142149 117705 104170 68214 37117 19464
31 297718 256853 231603 152170 85688 44934
32 162559 150113 148313 107246 63224 33115
33 350080 280540 253357 161055 82852 45728
per_ed_primaria per_ed_secundaria per_ed_superior per_ed_posgrado
1 113225 24649 17680 904
2 434283 195877 105690 7288
3 85979 30892 20987 501
4 851033 446077 636722 44248
5 18602 2788 2227 28
6 27247 7596 2690 32
7 102154 23115 31181 1379
8 18556 14681 3921 81
9 15257 5830 1461 61
10 22839 5661 5361 143
11 258453 116043 126537 11865
12 106490 50399 71892 6290
13 210345 84602 120368 10554
14 1558591 926799 997804 97384
15 132331 65518 30069 1642
16 469165 163573 108490 9877
17 421731 126033 129852 3395
18 468320 141649 228551 8731
19 280588 60433 113117 3001
20 238418 75145 55666 1393
21 318878 91311 111732 3718
22 226468 55890 63948 1763
23 6703 4059 9100 165
24 69619 14245 15651 150
25 353265 141056 133768 12118
26 761381 501867 440140 29189
27 391109 104178 135143 7744
28 1364959 1244974 1895668 332471
29 227591 78289 104887 6217
30 321487 87811 83068 5659
31 545627 201206 312193 27462
32 340678 133131 135512 8904
33 503791 220976 414689 22337
per_ed_sin_educacion per_ed_sin_info
1 17844 10238
2 56673 17057
3 11058 5630
4 111703 49860
5 2545 1886
6 6874 3657
7 14502 5762
8 2037 3127
9 1848 1668
10 3437 3515
11 36039 9771
12 19137 6369
13 30684 9292
14 222981 76285
15 35183 32571
16 71853 29532
17 129392 13610
18 107699 18865
19 72536 13869
20 101501 12171
21 82711 14016
22 75637 9729
23 504 795
24 13125 4125
25 49528 16598
26 74710 40494
27 70766 17725
28 111390 161781
29 33678 21983
30 39808 13664
31 70664 27716
32 58496 16978
33 69822 27396
Try the ColOpenData package in your browser
Any scripts or data that you put into this service are public.
ColOpenData documentation built on April 4, 2025, 12:17 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Download geospatial works as expected
Code
download_geospatial(spatial_level = "department", simplified = TRUE,
include_geom = TRUE, include_cnpv = FALSE)
Message
This might take a while
ColOpenData provides open data derived from Departamento Administrativo
Nacional de Estadística (DANE), and Instituto de Hidrología,
Meteorología y Estudios Ambientales (IDEAM) but with modifications for
specific functional needs. These changes may alter the structure,
format, or content, meaning the data does not reflect the official
dataset. The package is developed independently, with no endorsement or
involvement from these institutions or any Colombian government body.
The authors of ColOpenData are not liable for how users utilize the
data, and users areresponsible for any outcomes from their use or
analysis of the data.
Stored by Universidad de Los Andes under the Epiverse TRACE iniative.
Output
Simple feature collection with 33 features and 6 fields
Geometry type: MULTIPOLYGON
Dimension: XY
Bounding box: xmin: -81.73562 ymin: -4.229407 xmax: -66.84722 ymax: 13.3945
Geodetic CRS: WGS 84
First 10 features:
codigo_departamento departamento version area latitud
1 18 Caquetá 2018 90103008160 0.7985562
2 19 Cauca 2018 31242914793 2.3968339
3 86 Putumayo 2018 25976283135 0.4522600
4 76 Valle del Cauca 2018 20665544525 3.8588583
5 94 Guainía 2018 71289354481 2.7278429
6 99 Vichada 2018 100063370591 4.7135571
7 85 Casanare 2018 44394239774 5.4040642
8 91 Amazonas 2018 109497053795 -1.5462277
9 97 Vaupés 2018 53299280015 0.6462456
10 95 Guaviare 2018 55575233166 1.9245320
longitud geom
1 -73.95947 MULTIPOLYGON (((-73.66003 1...
2 -76.82423 MULTIPOLYGON (((-76.05542 3...
3 -75.85591 MULTIPOLYGON (((-76.08495 1...
4 -76.51869 MULTIPOLYGON (((-77.2381 4....
5 -68.81661 MULTIPOLYGON (((-69.84572 1...
6 -69.41400 MULTIPOLYGON (((-67.7076 4....
7 -71.60188 MULTIPOLYGON (((-69.83591 6...
8 -71.50213 MULTIPOLYGON (((-69.43297 -...
9 -70.56141 MULTIPOLYGON (((-70.1096 2....
10 -72.12860 MULTIPOLYGON (((-71.07753 2...
Download geospatial works as expected with different parameters
Code
download_geospatial(spatial_level = "dpto", simplified = TRUE, include_geom = FALSE,
include_cnpv = TRUE)
Message
This might take a while
ColOpenData provides open data derived from Departamento Administrativo
Nacional de Estadística (DANE), and Instituto de Hidrología,
Meteorología y Estudios Ambientales (IDEAM) but with modifications for
specific functional needs. These changes may alter the structure,
format, or content, meaning the data does not reflect the official
dataset. The package is developed independently, with no endorsement or
involvement from these institutions or any Colombian government body.
The authors of ColOpenData are not liable for how users utilize the
data, and users areresponsible for any outcomes from their use or
analysis of the data.
Stored by Universidad de Los Andes under the Epiverse TRACE iniative.
Output
codigo_departamento departamento
1 18 Caquetá
2 19 Cauca
3 86 Putumayo
4 76 Valle del Cauca
5 94 Guainía
6 99 Vichada
7 85 Casanare
8 91 Amazonas
9 97 Vaupés
10 95 Guaviare
11 17 Caldas
12 63 Quindio
13 66 Risaralda
14 05 Antioquia
15 27 Chocó
16 52 Nariño
17 23 Córdoba
18 13 Bolívar
19 20 Cesar
20 44 La Guajira
21 47 Magdalena
22 70 Sucre
23 88 Archipiélago de San Andrés, Providencia y Santa Catalina
24 81 Arauca
25 15 Boyacá
26 25 Cundinamarca
27 54 Norte de Santander
28 11 Bogotá, D.C.
29 50 Meta
30 41 Huila
31 68 Santander
32 73 Tolima
33 08 Atlántico
version encuestas enc_etnico enc_no_etnico enc_resguardo_indigena
1 2018 163381 1117 162264 1117
2 2018 622959 83033 539926 70827
3 2018 147797 4704 143093 4659
4 2018 1674673 18250 1656423 3618
5 2018 13059 3675 9384 3675
6 2018 24915 6870 18045 6870
7 2018 200495 1324 199171 1324
8 2018 21728 5008 16720 5008
9 2018 8008 4332 3676 4332
10 2018 34687 1429 33258 1429
11 2018 485640 11689 473951 11689
12 2018 233281 39 233242 39
13 2018 402838 4148 398690 3415
14 2018 2831531 7857 2823674 5091
15 2018 181847 63285 118562 12768
16 2018 689353 101987 587366 73232
17 2018 601587 9611 591976 9611
18 2018 705254 7548 697706 0
19 2018 414890 7232 407658 7232
20 2018 277023 77044 199979 77021
21 2018 484336 3954 480382 3954
22 2018 354991 6527 348464 6527
23 2018 26963 0 26963 0
24 2018 112562 1220 111342 1220
25 2018 967834 1419 966415 1419
26 2018 1551468 441 1551027 441
27 2018 566486 1194 565292 1194
28 2018 2737495 0 2737495 0
29 2018 476510 3583 472927 3583
30 2018 495841 1761 494080 1761
31 2018 988751 0 988751 0
32 2018 648829 8527 640302 8527
33 2018 753414 0 753414 0
enc_comun_negras enc_area_protegida enc_area_no_protegida un_vivienda
1 0 544 162837 132937
2 12206 226 622733 446806
3 45 1389 146408 107456
4 14632 21431 1653242 1410067
5 0 532 12527 11111
6 0 171 24744 20051
7 0 617 199878 141678
8 0 492 21236 16380
9 0 161 7847 7149
10 0 878 33809 27218
11 0 2250 483390 365721
12 0 2316 230965 194213
13 733 6964 395874 335469
14 2766 36197 2795334 2288816
15 50517 2212 179635 151290
16 28755 9125 680228 467990
17 0 65457 536130 452924
18 7548 263 704991 582477
19 0 331 414559 337076
20 23 6402 270621 234492
21 0 21455 462881 380600
22 0 3583 351408 260138
23 0 11 26952 18104
24 0 230 112332 83727
25 0 20066 947768 497803
26 0 20647 1530821 1085084
27 0 2069 564417 461100
28 0 26695 2710800 2483914
29 0 5878 470632 357843
30 0 5270 490571 378843
31 0 77476 911275 747923
32 0 935 647894 496500
33 0 163 753251 664640
un_mixto un_no_res un_lea un_mixto_no_res_industria un_mixto_no_res_comercio
1 5429 24804 211 96 3860
2 10837 165011 324 328 6147
3 3397 36789 173 67 2572
4 39096 224820 690 1920 22705
5 293 1553 102 12 154
6 747 4016 101 12 548
7 7105 51508 204 248 5038
8 531 4788 29 12 286
9 191 537 131 0 126
10 1441 5925 103 39 977
11 7240 112522 157 225 4035
12 5094 33730 244 135 3187
13 6726 60442 201 321 4295
14 33470 507546 1794 2803 19341
15 3488 27014 55 93 2274
16 12911 208048 404 331 7919
17 12577 135969 117 275 7958
18 16461 106095 221 228 9773
19 17454 60261 99 362 7961
20 5042 37428 61 104 2834
21 14441 89182 113 302 7090
22 8041 86779 33 198 5012
23 306 8540 13 6 118
24 3933 24852 50 87 2864
25 21954 447821 268 507 13066
26 38933 426650 801 1094 20420
27 18694 86525 167 976 11482
28 39605 213068 908 3905 23685
29 14581 103583 503 382 10407
30 12592 104195 211 335 8060
31 25660 214701 467 1345 15090
32 18075 133864 390 688 11676
33 17008 71527 261 537 11746
un_mixto_no_res_servicios un_mixto_no_res_agro un_mixto_no_res_sin_info
1 1117 243 113
2 2276 2016 70
3 717 29 12
4 11986 2357 128
5 106 6 15
6 151 22 14
7 1677 134 8
8 185 12 36
9 50 1 14
10 367 11 47
11 1602 1373 5
12 1179 590 3
13 1730 377 3
14 7403 3879 44
15 748 104 269
16 2539 1904 218
17 3063 1275 6
18 3354 3101 5
19 4181 4904 46
20 1442 652 10
21 3286 3744 19
22 2342 482 7
23 182 0 0
24 699 282 1
25 2963 5406 12
26 4675 12683 61
27 3867 2337 32
28 10268 1679 68
29 2357 1393 42
30 2915 1276 6
31 4955 4205 65
32 3592 2101 18
33 4175 533 17
un_no_res_industria un_no_res_comercio un_no_res_servicios un_no_res_agro
1 160 5422 2511 3052
2 810 10334 9455 43342
3 188 4402 2485 6665
4 5572 50097 40191 32665
5 15 244 263 24
6 13 601 418 25
7 568 7907 4626 4681
8 25 564 705 4
9 2 74 110 1
10 73 1463 967 39
11 1420 17132 14499 34894
12 576 10399 5607 6302
13 1278 16647 9490 14132
14 10395 111425 69260 80359
15 362 5432 4699 195
16 979 15353 9559 102518
17 530 16941 11069 26041
18 694 16913 10942 19461
19 483 10300 9000 9089
20 159 5786 4799 2044
21 655 14992 9867 21153
22 367 8476 7989 19497
23 30 985 1276 4
24 194 5058 2701 1964
25 2015 22115 13092 161756
26 4674 40530 15210 132742
27 1529 17211 10345 17227
28 20139 98313 59842 3895
29 1080 18308 7494 11889
30 723 14650 10059 29656
31 3575 37180 21190 46907
32 938 17672 8706 33886
33 2088 19238 12574 3183
un_no_res_institucional un_no_res_lote un_no_res_parque un_no_res_minero
1 1250 10099 678 12
2 3515 86486 3155 105
3 1428 18445 368 74
4 5452 67080 6881 169
5 149 597 35 7
6 220 2290 109 3
7 1567 28448 865 52
8 198 2764 243 9
9 86 149 34 0
10 400 2128 154 2
11 3090 33800 2108 383
12 817 8030 604 11
13 1832 12562 994 76
14 11511 189084 7392 1210
15 1287 9737 197 15
16 3412 63756 4561 48
17 3612 68585 2305 124
18 3930 37378 5065 253
19 1956 21389 1009 201
20 1733 16958 545 34
21 2665 30055 985 85
22 2386 41328 952 94
23 157 5467 37 1
24 899 10726 705 5
25 4735 228796 2182 713
26 6765 206323 4753 630
27 3553 27182 2572 320
28 6459 13925 4518 141
29 2942 52713 2020 134
30 3185 36223 2461 235
31 5809 85318 2327 1349
32 3621 62602 1583 141
33 2328 24361 1297 73
un_no_res_proteccion u_no_res_construccion u_no_res_sin_info viviendas
1 96 1453 71 138366
2 969 6596 244 457643
3 319 2334 81 110853
4 1340 14970 403 1449163
5 5 206 8 11404
6 6 325 6 20798
7 227 2522 45 148783
8 3 251 22 16911
9 2 78 1 7340
10 4 679 16 28659
11 1557 3571 68 372961
12 119 1222 43 199307
13 723 2642 66 342195
14 3819 22156 935 2322286
15 26 4843 221 154778
16 1204 6399 259 480901
17 487 6063 212 465501
18 1329 9919 211 598938
19 385 6345 104 354530
20 72 5222 76 239534
21 293 8289 143 395041
22 947 4622 121 268179
23 13 560 10 18410
24 82 2471 47 87660
25 5453 6797 167 519757
26 5053 9293 677 1124017
27 286 6081 219 479794
28 567 4815 454 2523519
29 858 5957 188 372424
30 1502 5347 154 391435
31 2095 8513 438 773583
32 276 4304 135 514575
33 95 6075 215 681648
viv_casa viv_apartamento viv_cuarto viv_trad_indigena viv_trad_etnica
1 115307 18322 3591 493 35
2 372096 33837 18177 30035 2187
3 90540 11052 8098 684 49
4 902928 490230 52855 1173 518
5 8577 690 311 1697 34
6 14875 1163 719 3823 88
7 113503 25674 8459 448 72
8 14278 1335 857 356 21
9 6219 221 171 611 25
10 24156 2919 1311 188 14
11 258414 103943 9467 735 73
12 149798 42560 6455 123 40
13 251812 81463 6618 2015 69
14 1218936 1037197 60041 3376 578
15 132653 10229 2216 7596 1899
16 366565 71792 29195 10871 1432
17 390272 50114 14826 8986 244
18 408774 164705 22844 1050 494
19 269485 58106 20663 5157 362
20 129090 20073 18010 69055 2263
21 301626 71654 17838 2728 191
22 223417 29831 9711 4750 112
23 11045 5440 1786 2 70
24 74904 5939 5488 890 45
25 393601 109164 14342 1506 143
26 710791 363997 47703 155 131
27 372013 85369 21249 633 54
28 831210 1538294 151963 178 174
29 285631 68886 14290 2270 83
30 316786 60335 12708 842 66
31 488603 255424 28117 119 115
32 388450 105103 18829 1042 99
33 383298 268000 28752 224 108
viv_otro viv_ocupado_personas viv_ocupado_sin_personas viv_temporal
1 618 110525 4306 7299
2 1311 367793 24327 32268
3 430 91508 3418 5761
4 1459 1231570 64873 41444
5 95 9364 72 660
6 130 17699 184 906
7 627 120179 3269 11384
8 64 15422 341 462
9 93 6829 73 177
10 71 22146 1832 1393
11 329 304509 10647 20710
12 331 170054 6942 5733
13 218 273259 24051 11720
14 2158 1933583 70947 124578
15 185 128125 2221 7367
16 1046 407276 12995 25244
17 1059 411879 6684 10691
18 1071 509169 10654 25420
19 757 296535 9047 16522
20 1043 214867 611 9796
21 1004 319306 2615 33899
22 358 229335 788 8534
23 67 16197 133 1091
24 394 70994 3941 4927
25 1001 369111 7882 62027
26 1240 899740 8705 104525
27 476 384715 27574 15692
28 1700 2345190 33344 26233
29 1264 288760 19794 23748
30 698 301651 12791 39969
31 1205 608376 26898 46579
32 1052 406884 10697 52012
33 1266 598179 26361 9992
viv_desocupado hogares viv_energia viv_sin_energia viv_energia_estrato_1
1 16236 116166 93242 17283 70029
2 33255 432493 336910 30883 228576
3 10166 107053 70944 20564 58033
4 111276 1267039 1216379 15191 321720
5 1308 9953 5822 3542 3421
6 2009 19162 7697 10002 5721
7 13951 128130 112348 7831 57192
8 686 16290 11954 3468 5040
9 261 7020 3249 3580 2083
10 3288 22817 16455 5691 10779
11 37095 309680 300623 3886 76889
12 16578 174231 168496 1558 46372
13 33165 277932 271487 1772 61304
14 193178 1983566 1910386 23197 448806
15 17065 133687 97143 30982 88058
16 35386 449275 370826 36450 256642
17 36247 466615 395853 16026 323126
18 53695 542694 482243 26926 319200
19 32426 316717 279957 16578 182207
20 14260 227367 130335 84532 82287
21 39221 343790 300043 19263 200595
22 29522 240068 221591 7744 172374
23 989 16354 16102 95 4255
24 7798 75261 65030 5964 47674
25 80737 381868 358502 10609 94785
26 111047 945586 885722 14018 157097
27 51813 398300 368120 16595 144924
28 118752 2514482 2339400 5790 196795
29 40122 304244 266456 22304 95939
30 37024 319750 288382 13269 144716
31 91730 647157 602751 5625 207725
32 44982 423353 397981 8903 147039
33 47116 625123 591697 6482 306315
viv_energia_estrato_2 viv_energia_estrato_3 viv_energia_estrato_4
1 16659 3868 523
2 51555 22577 10705
3 9096 1002 46
4 438056 295053 84368
5 1401 144 5
6 1351 214 5
7 39524 12084 1312
8 3174 1651 89
9 260 113 3
10 4236 874 19
11 109157 77857 19187
12 62811 37158 10348
13 95613 67441 25983
14 702517 498508 131061
15 4331 1502 43
16 67775 27876 8991
17 46355 14129 3792
18 98942 40080 11427
19 60806 20677 4569
20 27860 6180 467
21 41727 38193 7218
22 37257 6770 2205
23 7264 3666 392
24 12203 2497 238
25 196356 50587 11192
26 447484 230260 34489
27 156382 45816 16116
28 917668 810356 263774
29 90791 64325 7908
30 113382 19587 5773
31 181238 121733 68488
32 174017 56149 14024
33 152912 75770 32852
viv_energia_estrato_5 viv_energia_estrato_6 viv_energia_sin_estrato
1 20 7 2136
2 2682 564 20251
3 15 37 2715
4 54589 16599 5994
5 3 1 847
6 1 1 404
7 67 12 2157
8 9 3 1988
9 1 1 788
10 7 2 538
11 5929 9002 2602
12 8936 1307 1564
13 11510 7643 1993
14 78960 35376 15158
15 8 11 3190
16 2700 64 6778
17 1203 987 6261
18 4712 3554 4328
19 2112 536 9050
20 157 20 13364
21 1972 2886 7452
22 484 280 2221
23 161 45 319
24 10 6 2402
25 4069 68 1445
26 5734 4261 6397
27 2706 493 1683
28 83473 61257 6077
29 3135 997 3361
30 1161 116 3647
31 11062 8802 3703
32 2554 515 3683
33 10611 9397 3840
viv_acueducto viv_sin_acueducto viv_alcantarillado viv_sin_alcantarillado
1 80362 30163 72630 37895
2 239233 128560 163290 204503
3 47315 44193 49898 41610
4 1174360 57210 1119657 111913
5 2047 7317 2621 6743
6 6506 11193 1140 16559
7 95984 24195 87851 32328
8 5962 9460 5241 10181
9 2393 4436 2124 4705
10 10029 12117 10255 11891
11 270261 34248 247395 57114
12 165221 4833 154836 15218
13 256692 16567 240402 32857
14 1741310 192273 1597608 335975
15 36562 91563 26082 102043
16 294873 112403 197862 209414
17 280367 131512 171842 240037
18 400728 108441 259262 249907
19 250721 45814 219074 77461
20 100043 114824 89975 124892
21 230955 88351 167990 151316
22 195362 33973 129300 100035
23 5940 10257 2687 13510
24 51727 19267 40868 30126
25 315674 53437 233357 135754
26 807017 92723 690966 208774
27 320229 64486 304985 79730
28 2332920 12270 2325515 19675
29 228211 60549 226219 62541
30 256798 44853 207477 94174
31 516267 92109 461115 147261
32 345378 61506 301140 105744
33 576711 21468 511207 86972
viv_gas viv_sin_gas viv_sin_info_gas viv_rec_basuras viv_sin_rec_basuras
1 40608 67966 1951 80237 30288
2 101100 264114 2579 163693 204100
3 13261 77496 751 54930 36578
4 1003741 218169 9660 1156676 74894
5 0 9364 0 3615 5749
6 0 17699 0 6424 11275
7 90065 29004 1110 94829 25350
8 298 14605 519 7759 7663
9 0 6829 0 2438 4391
10 4150 17644 352 13943 8203
11 191171 111351 1987 249435 55074
12 136914 31826 1314 159096 10958
13 206994 64716 1549 244517 28742
14 1194873 726032 12678 1720765 212818
15 2970 120297 4858 62208 65917
16 31580 371653 4043 221799 185477
17 194127 215661 2091 217204 194675
18 355014 151530 2625 362286 146883
19 192045 102382 2108 228850 67685
20 86305 127499 1063 99152 115715
21 206326 111040 1940 223958 95348
22 132145 95876 1314 133504 95831
23 0 16197 0 15729 468
24 2872 67530 592 48238 22756
25 191122 174513 3476 236721 132390
26 624544 268719 6477 739380 160360
27 189440 191882 3393 319405 65310
28 2183785 131835 29570 2329993 15197
29 191182 94374 3204 240108 48652
30 200504 98726 2421 206020 95631
31 414796 188820 4760 484014 124362
32 281894 120883 4107 301922 104962
33 535085 59552 3542 565186 32993
viv_internet viv_sin_internet viv_sin_info_internet personas per_leas
1 16740 91374 2411 359602 11260
2 57774 307230 2789 1243503 7969
3 9947 80704 857 283197 5720
4 683961 537450 10159 3789874 27645
5 693 8442 229 44431 6849
6 903 16357 439 76642 5237
7 30308 88743 1128 379892 5264
8 788 13972 662 66056 3858
9 280 6253 296 37690 8727
10 2809 18904 433 73081 6054
11 130032 172438 2039 923472 8688
12 77442 91272 1340 509640 4029
13 142422 129220 1617 839597 4837
14 1007573 913146 12864 5974788 43296
15 17058 104918 6149 457412 3053
16 69296 332893 5087 1335521 8934
17 72344 337380 2155 1555596 3523
18 134641 371856 2672 1909460 6004
19 76308 218026 2201 1098577 4994
20 23171 190543 1153 825364 6984
21 79508 237765 2033 1263788 3246
22 37837 190167 1331 864036 3911
23 4333 11788 76 48299 465
24 9395 61005 594 239503 2757
25 90750 274840 3521 1135698 11208
26 377456 515669 6615 2792877 24080
27 108485 272722 3508 1346806 9063
28 1748648 566617 29925 7181469 31929
29 97245 188198 3317 919129 17909
30 77438 221755 2458 1009548 7694
31 274017 329400 4959 2008841 16812
32 123546 279180 4158 1228763 11263
33 274001 320552 3626 2342265 5831
per_hogares_particulares hombres mujeres per_0_a_9 per_10_a_19 per_20_a_29
1 348342 182378 177224 63844 78433 62230
2 1235534 615833 627670 198781 224899 218267
3 277477 142900 140297 47232 60789 51033
4 3762229 1800614 1989260 460691 571709 632594
5 37582 23214 21217 11162 12028 7334
6 71405 40694 35948 19441 19099 12840
7 374628 192020 187872 64926 72670 67943
8 62198 34422 31634 14778 17085 10854
9 28963 19793 17897 10060 11678 5253
10 67027 39080 34001 12391 16919 12530
11 914784 447499 475973 105062 140617 144638
12 505611 245663 263977 56160 75254 81919
13 834760 401748 437849 101485 128381 136950
14 5931492 2885383 3089405 727218 949296 1067020
15 454359 225982 231430 104175 98185 77943
16 1326587 653754 681767 185456 239283 230622
17 1552073 774448 781148 265781 305539 249776
18 1903456 947598 961862 336353 354475 319569
19 1093583 543838 554739 214032 220335 188627
20 818380 404215 421149 196282 177972 143626
21 1260542 632502 631286 235042 254661 206913
22 860125 434459 429577 149080 163281 139879
23 47834 23326 24973 6799 7214 8025
24 236746 121060 118443 43484 47920 43899
25 1124490 559084 576614 156972 197722 170156
26 2768797 1379858 1413019 390278 465449 473354
27 1337743 664057 682749 209424 238188 236410
28 7149540 3433586 3747883 860140 1029517 1376341
29 901220 464906 454223 144652 169706 158842
30 1001854 503766 505782 163896 187209 169624
31 1992029 983439 1025402 282268 320397 337210
32 1217500 609017 619746 169025 208603 186565
33 2336434 1140357 1201908 366651 398326 403676
per_30_a_39 per_40_a_49 per_50_a_59 per_60_a_69 per_70_a_79 per_80_mas
1 50014 39637 31396 19015 10148 4885
2 184644 141446 119102 81959 48453 25952
3 42216 32710 23515 14118 7828 3756
4 556818 489478 468483 325926 183070 101105
5 5070 3781 2749 1327 739 241
6 9268 6869 4910 2628 1104 483
7 60363 47854 33949 18891 9158 4138
8 8583 6101 4342 2595 1252 466
9 3572 2769 2165 1335 614 244
10 9883 8557 6779 3698 1682 642
11 128691 117158 121382 90708 49434 25782
12 71167 64102 67257 50919 28287 14575
13 121735 104295 104556 77828 42912 21455
14 922957 731363 722405 475989 247724 130816
15 60978 43383 34220 21528 10726 6274
16 200153 164583 135024 91687 57525 31188
17 210012 181852 155038 99236 57987 30375
18 267710 218890 189621 121767 65164 35911
19 155437 122867 94037 58241 30155 14846
20 110711 77515 58789 34240 17378 8851
21 171019 142734 117537 76127 39509 20246
22 117314 100813 86722 57464 32599 16884
23 7226 6225 6939 3700 1532 639
24 35367 27078 20837 11887 6288 2743
25 156535 143256 129739 94149 56122 31047
26 424455 352676 312310 205149 111133 58073
27 200230 161825 139029 89786 47703 24211
28 1183167 932944 852572 537400 270715 138673
29 139372 112793 94330 56760 29230 13444
30 142149 117705 104170 68214 37117 19464
31 297718 256853 231603 152170 85688 44934
32 162559 150113 148313 107246 63224 33115
33 350080 280540 253357 161055 82852 45728
per_ed_primaria per_ed_secundaria per_ed_superior per_ed_posgrado
1 113225 24649 17680 904
2 434283 195877 105690 7288
3 85979 30892 20987 501
4 851033 446077 636722 44248
5 18602 2788 2227 28
6 27247 7596 2690 32
7 102154 23115 31181 1379
8 18556 14681 3921 81
9 15257 5830 1461 61
10 22839 5661 5361 143
11 258453 116043 126537 11865
12 106490 50399 71892 6290
13 210345 84602 120368 10554
14 1558591 926799 997804 97384
15 132331 65518 30069 1642
16 469165 163573 108490 9877
17 421731 126033 129852 3395
18 468320 141649 228551 8731
19 280588 60433 113117 3001
20 238418 75145 55666 1393
21 318878 91311 111732 3718
22 226468 55890 63948 1763
23 6703 4059 9100 165
24 69619 14245 15651 150
25 353265 141056 133768 12118
26 761381 501867 440140 29189
27 391109 104178 135143 7744
28 1364959 1244974 1895668 332471
29 227591 78289 104887 6217
30 321487 87811 83068 5659
31 545627 201206 312193 27462
32 340678 133131 135512 8904
33 503791 220976 414689 22337
per_ed_sin_educacion per_ed_sin_info
1 17844 10238
2 56673 17057
3 11058 5630
4 111703 49860
5 2545 1886
6 6874 3657
7 14502 5762
8 2037 3127
9 1848 1668
10 3437 3515
11 36039 9771
12 19137 6369
13 30684 9292
14 222981 76285
15 35183 32571
16 71853 29532
17 129392 13610
18 107699 18865
19 72536 13869
20 101501 12171
21 82711 14016
22 75637 9729
23 504 795
24 13125 4125
25 49528 16598
26 74710 40494
27 70766 17725
28 111390 161781
29 33678 21983
30 39808 13664
31 70664 27716
32 58496 16978
33 69822 27396
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