Se agregó el rubro de incidencia delictiva de acuerdo a la encuesta ENVIPE del INEGI.

This commit is contained in:
Braquistos 2023-09-15 15:28:41 -06:00
parent d189be99f6
commit da1ee25a1a
13 changed files with 107 additions and 0 deletions

BIN
incidDelictiva/ENVIPE_1.ods Normal file

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,14 @@
Año,País,Aguascalientes,"Baja California","Baja California Sur",Campeche,Coahuila,Colima,Chiapas,Chihuahua,CdMx,Durango,Guanajuato,Guerrero,Hidalgo,Jalisco,"Estado de México",Michoacán,Morelos,Nayarit,"Nuevo León",Oaxaca,Puebla,Querétaro,"Quintana Roo","San Luis Potosí",Sinaloa,Sonora,Tabasco,Tamaulipas,Tlaxcala,Veracruz,Yucatán,Zacatecas
2011,23993,36285,30943,23280,17260,25203,17224,12814,35828,32340,20418,21100,20216,20225,24454,27957,15106,21898,23106,27962,16189,21441,19062,28419,22503,26056,29008,24480,22661,20874,16900,17715,22247
2012,24317,25668,30549,26939,17191,22944,21069,12526,30417,33256,19839,24488,20249,21787,25505,30920,20805,22956,20804,25063,17524,22591,21022,26603,24662,23836,29980,19217,18067,18135,17708,14816,20137
2013,27337,27225,36579,27043,21991,19540,24908,12620,32567,31675,24232,28861,26789,19451,31861,41048,20354,29310,19169,31316,14335,22733,24002,29703,26810,26141,29131,20837,21407,18150,18733,19548,20337
2014,28224,26784,39507,24746,23710,24040,22059,16445,27344,33068,22157,27293,26002,19890,33029,47778,20002,26146,18535,26516,16291,23585,23554,26519,25710,23588,27395,22725,17570,21924,20246,18438,20863
2015,28200,33376,37583,30310,22639,17080,21562,15352,22395,36019,22949,31659,27721,18420,31375,45139,21311,29647,22052,24250,20061,23741,25660,28638,25873,22063,24246,24759,23339,26012,17208,22860,22924
2016,28202,30721,30786,24212,19469,21501,24244,14347,23993,38475,22260,28035,31344,19245,33800,45795,19784,29139,19941,25203,18382,22959,28128,29321,21280,20263,29587,25910,18908,26905,18422,20491,17635
2017,28788,32602,39886,27135,22766,18893,26536,17046,26898,36010,19761,27856,32058,20027,30939,47648,21263,29591,21711,26979,19687,25502,24228,26860,22039,19609,33268,26760,19428,24798,16918,19668,19158
2018,29746,33876,36578,24427,22666,20978,22152,15631,24954,43069,18209,27859,30445,19028,31050,46705,19785,31842,24983,30045,17735,31834,28229,25932,23926,23804,31184,33589,18804,30212,16512,20999,24958
2019,28269,31618,33836,25591,23106,20582,23924,15958,23796,42603,20219,27191,25030,22536,30445,41389,18520,31512,22063,25148,17757,29576,29147,26311,26025,23064,31853,30308,19313,31512,16001,18635,22141
2020,24849,33246,30122,15896,16858,17456,20268,12258,20843,37254,17098,26980,20799,16610,27293,38528,16112,27447,13731,24540,16530,25381,27959,25407,20042,21153,21589,24901,16125,25458,14108,15437,17601
2021,23520,26876,25664,19580,20672,20627,22986,13400,20572,33344,17555,22928,19072,20094,25764,32501,16708,24209,17859,23313,16591,25149,24978,24485,24265,17656,24991,27076,16659,24491,14602,16011,18042
2022,24207,27295,27208,19003,16891,20075,21460,15153,23819,32078,15854,25648,18831,15266,25223,38253,14082,22728,18539,23106,14961,26139,26457,23049,22467,20680,20897,26896,16056,23676,15654,17442,17901
2023,22587,25541,23814,19901,21619,21500,19782,12536,20651,31876,18431,17726,17580,17863,23594,31182,15915,21715,18487,25159,15214,25090,26983,23459,20924,21357,24102,22915,15583,27115,13597,19883,16754

View File

@ -0,0 +1,30 @@
#!/usr/bin/python3
# -*- coding: utf-8 -*-
import pandas as pd
import bar_chart_race as bcr
archData = 'incidDelict.csv'
archVideo = 'sal01c.mp4'
data = pd.read_csv(archData,
#encoding = 'ISO-8859-1',
index_col = 0,
na_values = ['_', 'D']
)
#data = data.fillna(0)
data = data.drop(['Total'], axis = 1)
#print(data.iloc[0:32, [0, 9, 10, 11, 12, 13, 14, 15, 16]])
#print(data)
df = data
bcr.bar_chart_race(df,
n_bars = 11,
filename = archVideo,
fixed_max = False,
steps_per_period = 25,
period_length = 5000,
title = 'Incidencia delictiva por cada 100 mil hab. en México',
filter_column_colors = True,
)

Binary file not shown.

View File

@ -0,0 +1,14 @@
Año,Total,Aguascalientes,"Baja California","Baja California Sur",Campeche,Coahuila,Colima,Chiapas,Chihuahua,CdMx,Durango,Guanajuato,Guerrero,Hidalgo,Jalisco,"Estado de México",Michoacán,Morelos,Nayarit,"Nuevo León",Oaxaca,Puebla,Querétaro,"Quintana Roo","San Luis Potosí",Sinaloa,Sonora,Tabasco,Tamaulipas,Tlaxcala,Veracruz,Yucatán,Zacatecas
2011,23993,36285,30943,23280,17260,25203,17224,12814,35828,32340,20418,21100,20216,20225,24454,27957,15106,21898,23106,27962,16189,21441,19062,28419,22503,26056,29008,24480,22661,20874,16900,17715,22247
2012,24317,25668,30549,26939,17191,22944,21069,12526,30417,33256,19839,24488,20249,21787,25505,30920,20805,22956,20804,25063,17524,22591,21022,26603,24662,23836,29980,19217,18067,18135,17708,14816,20137
2013,27337,27225,36579,27043,21991,19540,24908,12620,32567,31675,24232,28861,26789,19451,31861,41048,20354,29310,19169,31316,14335,22733,24002,29703,26810,26141,29131,20837,21407,18150,18733,19548,20337
2014,28224,26784,39507,24746,23710,24040,22059,16445,27344,33068,22157,27293,26002,19890,33029,47778,20002,26146,18535,26516,16291,23585,23554,26519,25710,23588,27395,22725,17570,21924,20246,18438,20863
2015,28200,33376,37583,30310,22639,17080,21562,15352,22395,36019,22949,31659,27721,18420,31375,45139,21311,29647,22052,24250,20061,23741,25660,28638,25873,22063,24246,24759,23339,26012,17208,22860,22924
2016,28202,30721,30786,24212,19469,21501,24244,14347,23993,38475,22260,28035,31344,19245,33800,45795,19784,29139,19941,25203,18382,22959,28128,29321,21280,20263,29587,25910,18908,26905,18422,20491,17635
2017,28788,32602,39886,27135,22766,18893,26536,17046,26898,36010,19761,27856,32058,20027,30939,47648,21263,29591,21711,26979,19687,25502,24228,26860,22039,19609,33268,26760,19428,24798,16918,19668,19158
2018,29746,33876,36578,24427,22666,20978,22152,15631,24954,43069,18209,27859,30445,19028,31050,46705,19785,31842,24983,30045,17735,31834,28229,25932,23926,23804,31184,33589,18804,30212,16512,20999,24958
2019,28269,31618,33836,25591,23106,20582,23924,15958,23796,42603,20219,27191,25030,22536,30445,41389,18520,31512,22063,25148,17757,29576,29147,26311,26025,23064,31853,30308,19313,31512,16001,18635,22141
2020,24849,33246,30122,15896,16858,17456,20268,12258,20843,37254,17098,26980,20799,16610,27293,38528,16112,27447,13731,24540,16530,25381,27959,25407,20042,21153,21589,24901,16125,25458,14108,15437,17601
2021,23520,26876,25664,19580,20672,20627,22986,13400,20572,33344,17555,22928,19072,20094,25764,32501,16708,24209,17859,23313,16591,25149,24978,24485,24265,17656,24991,27076,16659,24491,14602,16011,18042
2022,24207,27295,27208,19003,16891,20075,21460,15153,23819,32078,15854,25648,18831,15266,25223,38253,14082,22728,18539,23106,14961,26139,26457,23049,22467,20680,20897,26896,16056,23676,15654,17442,17901
2023,22587,25541,23814,19901,21619,21500,19782,12536,20651,31876,18431,17726,17580,17863,23594,31182,15915,21715,18487,25159,15214,25090,26983,23459,20924,21357,24102,22915,15583,27115,13597,19883,16754
1 Año Total Aguascalientes Baja California Baja California Sur Campeche Coahuila Colima Chiapas Chihuahua CdMx Durango Guanajuato Guerrero Hidalgo Jalisco Estado de México Michoacán Morelos Nayarit Nuevo León Oaxaca Puebla Querétaro Quintana Roo San Luis Potosí Sinaloa Sonora Tabasco Tamaulipas Tlaxcala Veracruz Yucatán Zacatecas
2 2011 23993 36285 30943 23280 17260 25203 17224 12814 35828 32340 20418 21100 20216 20225 24454 27957 15106 21898 23106 27962 16189 21441 19062 28419 22503 26056 29008 24480 22661 20874 16900 17715 22247
3 2012 24317 25668 30549 26939 17191 22944 21069 12526 30417 33256 19839 24488 20249 21787 25505 30920 20805 22956 20804 25063 17524 22591 21022 26603 24662 23836 29980 19217 18067 18135 17708 14816 20137
4 2013 27337 27225 36579 27043 21991 19540 24908 12620 32567 31675 24232 28861 26789 19451 31861 41048 20354 29310 19169 31316 14335 22733 24002 29703 26810 26141 29131 20837 21407 18150 18733 19548 20337
5 2014 28224 26784 39507 24746 23710 24040 22059 16445 27344 33068 22157 27293 26002 19890 33029 47778 20002 26146 18535 26516 16291 23585 23554 26519 25710 23588 27395 22725 17570 21924 20246 18438 20863
6 2015 28200 33376 37583 30310 22639 17080 21562 15352 22395 36019 22949 31659 27721 18420 31375 45139 21311 29647 22052 24250 20061 23741 25660 28638 25873 22063 24246 24759 23339 26012 17208 22860 22924
7 2016 28202 30721 30786 24212 19469 21501 24244 14347 23993 38475 22260 28035 31344 19245 33800 45795 19784 29139 19941 25203 18382 22959 28128 29321 21280 20263 29587 25910 18908 26905 18422 20491 17635
8 2017 28788 32602 39886 27135 22766 18893 26536 17046 26898 36010 19761 27856 32058 20027 30939 47648 21263 29591 21711 26979 19687 25502 24228 26860 22039 19609 33268 26760 19428 24798 16918 19668 19158
9 2018 29746 33876 36578 24427 22666 20978 22152 15631 24954 43069 18209 27859 30445 19028 31050 46705 19785 31842 24983 30045 17735 31834 28229 25932 23926 23804 31184 33589 18804 30212 16512 20999 24958
10 2019 28269 31618 33836 25591 23106 20582 23924 15958 23796 42603 20219 27191 25030 22536 30445 41389 18520 31512 22063 25148 17757 29576 29147 26311 26025 23064 31853 30308 19313 31512 16001 18635 22141
11 2020 24849 33246 30122 15896 16858 17456 20268 12258 20843 37254 17098 26980 20799 16610 27293 38528 16112 27447 13731 24540 16530 25381 27959 25407 20042 21153 21589 24901 16125 25458 14108 15437 17601
12 2021 23520 26876 25664 19580 20672 20627 22986 13400 20572 33344 17555 22928 19072 20094 25764 32501 16708 24209 17859 23313 16591 25149 24978 24485 24265 17656 24991 27076 16659 24491 14602 16011 18042
13 2022 24207 27295 27208 19003 16891 20075 21460 15153 23819 32078 15854 25648 18831 15266 25223 38253 14082 22728 18539 23106 14961 26139 26457 23049 22467 20680 20897 26896 16056 23676 15654 17442 17901
14 2023 22587 25541 23814 19901 21619 21500 19782 12536 20651 31876 18431 17726 17580 17863 23594 31182 15915 21715 18487 25159 15214 25090 26983 23459 20924 21357 24102 22915 15583 27115 13597 19883 16754

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,35 @@
#!/usr/bin/python3
# -*- coding: utf-8 -*-
import pandas as pd
import matplotlib.pyplot as plt
import matplotlib as mpl
archData = 'incidDelict.csv'
#data = pd.read_csv(archData, encoding = 'ISO-8859-1')
data = pd.read_csv(archData)
#data = data.fillna(0)
#print(data.iloc[0:33, [0, 1, 32, 33, 34, 35]])
daAnhoPais = data[['Año', 'Total']].copy()
#print(daAnhoPais)
daAnhoPais['dx'] = daAnhoPais['Año'].diff().fillna(0)
daAnhoPais['dy'] = 5 * daAnhoPais['Total'].diff() #.fillna(0)
#data['dy/dx'] = (df['dy'] / df['dx']).fillna(0)
print(daAnhoPais)
mpl.style.use('default')
plt_1 = plt.figure(figsize=(10, 4))
plt.plot(daAnhoPais['Año'], daAnhoPais['Total'], )
plt.stem( daAnhoPais['Año'], daAnhoPais['dy'], linefmt = 'C1', markerfmt = 'C1o')
plt.legend(['Incidencia delictiva por año', 'Tasa de crecimiento o decrecimiento por año (multiplicada por 5)'], loc = 'lower left')
plt.fill_between(data['Año'], 0, daAnhoPais['Total'], alpha = 0.3)
plt.xlabel('Año')
plt.ylabel('Incidencia delictiva')
plt.title('Incidencia delictiva por cada 100 mil hab. en México')
plt.grid()
plt.savefig('incidDelictivaMexico.png')
plt.show()

View File

@ -0,0 +1,14 @@
Año,Total,Aguascalientes,"Baja California","Baja California Sur",Campeche,Coahuila,Colima,Chiapas,Chihuahua,CdMx,Durango,Guanajuato,Guerrero,Hidalgo,Jalisco,"Estado de México",Michoacán,Morelos,Nayarit,"Nuevo León",Oaxaca,Puebla,Querétaro,"Quintana Roo","San Luis Potosí",Sinaloa,Sonora,Tabasco,Tamaulipas,Tlaxcala,Veracruz,Yucatán,Zacatecas
2011,23993,36285,30943,23280,17260,25203,17224,12814,35828,32340,20418,21100,20216,20225,24454,27957,15106,21898,23106,27962,16189,21441,19062,28419,22503,26056,29008,24480,22661,20874,16900,17715,22247
2012,24317,25668,30549,26939,17191,22944,21069,12526,30417,33256,19839,24488,20249,21787,25505,30920,20805,22956,20804,25063,17524,22591,21022,26603,24662,23836,29980,19217,18067,18135,17708,14816,20137
2013,27337,27225,36579,27043,21991,19540,24908,12620,32567,31675,24232,28861,26789,19451,31861,41048,20354,29310,19169,31316,14335,22733,24002,29703,26810,26141,29131,20837,21407,18150,18733,19548,20337
2014,28224,26784,39507,24746,23710,24040,22059,16445,27344,33068,22157,27293,26002,19890,33029,47778,20002,26146,18535,26516,16291,23585,23554,26519,25710,23588,27395,22725,17570,21924,20246,18438,20863
2015,28200,33376,37583,30310,22639,17080,21562,15352,22395,36019,22949,31659,27721,18420,31375,45139,21311,29647,22052,24250,20061,23741,25660,28638,25873,22063,24246,24759,23339,26012,17208,22860,22924
2016,28202,30721,30786,24212,19469,21501,24244,14347,23993,38475,22260,28035,31344,19245,33800,45795,19784,29139,19941,25203,18382,22959,28128,29321,21280,20263,29587,25910,18908,26905,18422,20491,17635
2017,28788,32602,39886,27135,22766,18893,26536,17046,26898,36010,19761,27856,32058,20027,30939,47648,21263,29591,21711,26979,19687,25502,24228,26860,22039,19609,33268,26760,19428,24798,16918,19668,19158
2018,29746,33876,36578,24427,22666,20978,22152,15631,24954,43069,18209,27859,30445,19028,31050,46705,19785,31842,24983,30045,17735,31834,28229,25932,23926,23804,31184,33589,18804,30212,16512,20999,24958
2019,28269,31618,33836,25591,23106,20582,23924,15958,23796,42603,20219,27191,25030,22536,30445,41389,18520,31512,22063,25148,17757,29576,29147,26311,26025,23064,31853,30308,19313,31512,16001,18635,22141
2020,24849,33246,30122,15896,16858,17456,20268,12258,20843,37254,17098,26980,20799,16610,27293,38528,16112,27447,13731,24540,16530,25381,27959,25407,20042,21153,21589,24901,16125,25458,14108,15437,17601
2021,23520,26876,25664,19580,20672,20627,22986,13400,20572,33344,17555,22928,19072,20094,25764,32501,16708,24209,17859,23313,16591,25149,24978,24485,24265,17656,24991,27076,16659,24491,14602,16011,18042
2022,24207,27295,27208,19003,16891,20075,21460,15153,23819,32078,15854,25648,18831,15266,25223,38253,14082,22728,18539,23106,14961,26139,26457,23049,22467,20680,20897,26896,16056,23676,15654,17442,17901
2023,22587,25541,23814,19901,21619,21500,19782,12536,20651,31876,18431,17726,17580,17863,23594,31182,15915,21715,18487,25159,15214,25090,26983,23459,20924,21357,24102,22915,15583,27115,13597,19883,16754
1 Año Total Aguascalientes Baja California Baja California Sur Campeche Coahuila Colima Chiapas Chihuahua CdMx Durango Guanajuato Guerrero Hidalgo Jalisco Estado de México Michoacán Morelos Nayarit Nuevo León Oaxaca Puebla Querétaro Quintana Roo San Luis Potosí Sinaloa Sonora Tabasco Tamaulipas Tlaxcala Veracruz Yucatán Zacatecas
2 2011 23993 36285 30943 23280 17260 25203 17224 12814 35828 32340 20418 21100 20216 20225 24454 27957 15106 21898 23106 27962 16189 21441 19062 28419 22503 26056 29008 24480 22661 20874 16900 17715 22247
3 2012 24317 25668 30549 26939 17191 22944 21069 12526 30417 33256 19839 24488 20249 21787 25505 30920 20805 22956 20804 25063 17524 22591 21022 26603 24662 23836 29980 19217 18067 18135 17708 14816 20137
4 2013 27337 27225 36579 27043 21991 19540 24908 12620 32567 31675 24232 28861 26789 19451 31861 41048 20354 29310 19169 31316 14335 22733 24002 29703 26810 26141 29131 20837 21407 18150 18733 19548 20337
5 2014 28224 26784 39507 24746 23710 24040 22059 16445 27344 33068 22157 27293 26002 19890 33029 47778 20002 26146 18535 26516 16291 23585 23554 26519 25710 23588 27395 22725 17570 21924 20246 18438 20863
6 2015 28200 33376 37583 30310 22639 17080 21562 15352 22395 36019 22949 31659 27721 18420 31375 45139 21311 29647 22052 24250 20061 23741 25660 28638 25873 22063 24246 24759 23339 26012 17208 22860 22924
7 2016 28202 30721 30786 24212 19469 21501 24244 14347 23993 38475 22260 28035 31344 19245 33800 45795 19784 29139 19941 25203 18382 22959 28128 29321 21280 20263 29587 25910 18908 26905 18422 20491 17635
8 2017 28788 32602 39886 27135 22766 18893 26536 17046 26898 36010 19761 27856 32058 20027 30939 47648 21263 29591 21711 26979 19687 25502 24228 26860 22039 19609 33268 26760 19428 24798 16918 19668 19158
9 2018 29746 33876 36578 24427 22666 20978 22152 15631 24954 43069 18209 27859 30445 19028 31050 46705 19785 31842 24983 30045 17735 31834 28229 25932 23926 23804 31184 33589 18804 30212 16512 20999 24958
10 2019 28269 31618 33836 25591 23106 20582 23924 15958 23796 42603 20219 27191 25030 22536 30445 41389 18520 31512 22063 25148 17757 29576 29147 26311 26025 23064 31853 30308 19313 31512 16001 18635 22141
11 2020 24849 33246 30122 15896 16858 17456 20268 12258 20843 37254 17098 26980 20799 16610 27293 38528 16112 27447 13731 24540 16530 25381 27959 25407 20042 21153 21589 24901 16125 25458 14108 15437 17601
12 2021 23520 26876 25664 19580 20672 20627 22986 13400 20572 33344 17555 22928 19072 20094 25764 32501 16708 24209 17859 23313 16591 25149 24978 24485 24265 17656 24991 27076 16659 24491 14602 16011 18042
13 2022 24207 27295 27208 19003 16891 20075 21460 15153 23819 32078 15854 25648 18831 15266 25223 38253 14082 22728 18539 23106 14961 26139 26457 23049 22467 20680 20897 26896 16056 23676 15654 17442 17901
14 2023 22587 25541 23814 19901 21619 21500 19782 12536 20651 31876 18431 17726 17580 17863 23594 31182 15915 21715 18487 25159 15214 25090 26983 23459 20924 21357 24102 22915 15583 27115 13597 19883 16754

Binary file not shown.

After

Width:  |  Height:  |  Size: 38 KiB