Hugging Face's logo

Datasets:
strymsg
/
gob.bo

Modalities:
Tabular
Text
Formats:
csv
Languages:
Spanish
Size:
1K - 10K
Tags:
public
procedures
gobierno
trámites
información pública
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
Community
1
strymsg commited on
Commit
58d6d4a
·
1 Parent(s): f8d5ec6

Corrigiendo eliminación de trámites duplicados

Browse files
Files changed (4) hide show
  1. data/gobbo_tramites_pre.csv +0 -0
  2. notebooks/análisis.ipynb +528 -0
  3. notebooks/análisis1.ipynb +0 -0
  4. notebooks/gobbo-pre.ipynb +0 -0
data/gobbo_tramites_pre.csv CHANGED
The diff for this file is too large to render. See raw diff
 
notebooks/análisis.ipynb ADDED
@@ -0,0 +1,528 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cells": [
3
+ {
4
+ "cell_type": "markdown",
5
+ "id": "0d5eae83-3d65-485d-b520-4041cb1e98a1",
6
+ "metadata": {},
7
+ "source": [
8
+ "# Análisis dataset gob.bo\n",
9
+ "\n",
10
+ "Analizando Datos de trámites del portal único de trámites de Bolivia. Datos obtenidos por web scraping."
11
+ ]
12
+ },
13
+ {
14
+ "cell_type": "code",
15
+ "execution_count": 4,
16
+ "id": "af7dbc07-115f-4de5-b928-0e1eaf31cd19",
17
+ "metadata": {},
18
+ "outputs": [
19
+ {
20
+ "data": {
21
+ "text/html": [
22
+ "<div>\n",
23
+ "<style scoped>\n",
24
+ " .dataframe tbody tr th:only-of-type {\n",
25
+ " vertical-align: middle;\n",
26
+ " }\n",
27
+ "\n",
28
+ " .dataframe tbody tr th {\n",
29
+ " vertical-align: top;\n",
30
+ " }\n",
31
+ "\n",
32
+ " .dataframe thead th {\n",
33
+ " text-align: right;\n",
34
+ " }\n",
35
+ "</style>\n",
36
+ "<table border=\"1\" class=\"dataframe\">\n",
37
+ " <thead>\n",
38
+ " <tr style=\"text-align: right;\">\n",
39
+ " <th></th>\n",
40
+ " <th>titulo</th>\n",
41
+ " <th>institucion</th>\n",
42
+ " <th>descripcion</th>\n",
43
+ " <th>contacto</th>\n",
44
+ " <th>web</th>\n",
45
+ " <th>es_presencial</th>\n",
46
+ " <th>es_en_linea</th>\n",
47
+ " <th>requisitos</th>\n",
48
+ " <th>procedimiento</th>\n",
49
+ " <th>num_ubicaciones</th>\n",
50
+ " <th>...</th>\n",
51
+ " <th>costo_formas</th>\n",
52
+ " <th>costo_conceptos</th>\n",
53
+ " <th>costo_ctas_bancarias</th>\n",
54
+ " <th>calificacion</th>\n",
55
+ " <th>url</th>\n",
56
+ " <th>categoria</th>\n",
57
+ " <th>duracion</th>\n",
58
+ " <th>marco_legal</th>\n",
59
+ " <th>costo_bancos</th>\n",
60
+ " <th>horarios_atencion</th>\n",
61
+ " </tr>\n",
62
+ " </thead>\n",
63
+ " <tbody>\n",
64
+ " <tr>\n",
65
+ " <th>0</th>\n",
66
+ " <td>DECLARACIONES JURADAS - SIAT EN LÍNEA</td>\n",
67
+ " <td>Servicio de Impuestos Nacionales - SIN</td>\n",
68
+ " <td>Facilitar al contribuyente el cumplimiento de ...</td>\n",
69
+ " <td>informaciontributaria@impuestos.gob.bo</td>\n",
70
+ " <td>https://www.impuestos.gob.bo/</td>\n",
71
+ " <td>0</td>\n",
72
+ " <td>1</td>\n",
73
+ " <td>REQUISITOS\\nContar con las credenciales de acc...</td>\n",
74
+ " <td>PROCEDIMIENTO\\nIngresar al siguiente enlace: h...</td>\n",
75
+ " <td>0</td>\n",
76
+ " <td>...</td>\n",
77
+ " <td>NaN</td>\n",
78
+ " <td>NaN</td>\n",
79
+ " <td>NaN</td>\n",
80
+ " <td>4</td>\n",
81
+ " <td>https://www.gob.bo/tramite/851</td>\n",
82
+ " <td>Impuestos</td>\n",
83
+ " <td>NaN</td>\n",
84
+ " <td>NaN</td>\n",
85
+ " <td>NaN</td>\n",
86
+ " <td>NaN</td>\n",
87
+ " </tr>\n",
88
+ " <tr>\n",
89
+ " <th>1</th>\n",
90
+ " <td>INSCRIPCIÓN AL RÉGIMEN DE REINTEGRO EN EFECTIV...</td>\n",
91
+ " <td>Servicio de Impuestos Nacionales - SIN</td>\n",
92
+ " <td>El Régimen de Reintegro del IVA (Re-IVA), alca...</td>\n",
93
+ " <td>informaciontributaria@impuestos.gob.bo</td>\n",
94
+ " <td>https://www.impuestos.gob.bo/</td>\n",
95
+ " <td>0</td>\n",
96
+ " <td>1</td>\n",
97
+ " <td>REQUISITOS\\nCedula de Identidad vigente.\\nN° d...</td>\n",
98
+ " <td>PROCEDIMIENTO\\nIngresar al siguiente enlace pa...</td>\n",
99
+ " <td>0</td>\n",
100
+ " <td>...</td>\n",
101
+ " <td>NaN</td>\n",
102
+ " <td>NaN</td>\n",
103
+ " <td>NaN</td>\n",
104
+ " <td>3</td>\n",
105
+ " <td>https://www.gob.bo/tramite/2652</td>\n",
106
+ " <td>Impuestos</td>\n",
107
+ " <td>NaN</td>\n",
108
+ " <td>Ley 1355</td>\n",
109
+ " <td>NaN</td>\n",
110
+ " <td>NaN</td>\n",
111
+ " </tr>\n",
112
+ " <tr>\n",
113
+ " <th>2</th>\n",
114
+ " <td>REGISTRO AL PADRÓN NACIONAL DE CONTRIBUYENTES</td>\n",
115
+ " <td>Servicio de Impuestos Nacionales - SIN</td>\n",
116
+ " <td>Las Personas Naturales y Jurídicas que efectúe...</td>\n",
117
+ " <td>informaciontributaria@impuestos.gob.bo</td>\n",
118
+ " <td>https://www.impuestos.gob.bo/</td>\n",
119
+ " <td>0</td>\n",
120
+ " <td>1</td>\n",
121
+ " <td>REQUISITOS INSCRIPCIÓN A TRAVÉS DEL SIAT EN LÍ...</td>\n",
122
+ " <td>PROCEDIMIENTO DE INSCRIPCIÓN\\nIngresar al sigu...</td>\n",
123
+ " <td>0</td>\n",
124
+ " <td>...</td>\n",
125
+ " <td>NaN</td>\n",
126
+ " <td>NaN</td>\n",
127
+ " <td>NaN</td>\n",
128
+ " <td>3</td>\n",
129
+ " <td>https://www.gob.bo/tramite/1367</td>\n",
130
+ " <td>Impuestos</td>\n",
131
+ " <td>NaN</td>\n",
132
+ " <td>NaN</td>\n",
133
+ " <td>NaN</td>\n",
134
+ " <td>NaN</td>\n",
135
+ " </tr>\n",
136
+ " <tr>\n",
137
+ " <th>3</th>\n",
138
+ " <td>INACTIVACIÓN DEL NIT</td>\n",
139
+ " <td>Servicio de Impuestos Nacionales - SIN</td>\n",
140
+ " <td>Procedimiento para inactivar el NIT</td>\n",
141
+ " <td>informaciontributaria@impuestos.gob.bo</td>\n",
142
+ " <td>https://www.impuestos.gob.bo/</td>\n",
143
+ " <td>0</td>\n",
144
+ " <td>1</td>\n",
145
+ " <td>REQUISITOS\\nContar con las credenciales de acc...</td>\n",
146
+ " <td>PRODECIMIENTO\\nIngresar al siguiente enlace ht...</td>\n",
147
+ " <td>0</td>\n",
148
+ " <td>...</td>\n",
149
+ " <td>NaN</td>\n",
150
+ " <td>NaN</td>\n",
151
+ " <td>NaN</td>\n",
152
+ " <td>3</td>\n",
153
+ " <td>https://www.gob.bo/tramite/2650</td>\n",
154
+ " <td>Impuestos</td>\n",
155
+ " <td>NaN</td>\n",
156
+ " <td>RND 10-0009-11</td>\n",
157
+ " <td>NaN</td>\n",
158
+ " <td>NaN</td>\n",
159
+ " </tr>\n",
160
+ " <tr>\n",
161
+ " <th>4</th>\n",
162
+ " <td>VERIFICADOR DE FACTURAS</td>\n",
163
+ " <td>Servicio de Impuestos Nacionales - SIN</td>\n",
164
+ " <td>Herramienta habilitada para verificar si las f...</td>\n",
165
+ " <td>informaciontributaria@impuestos.gob.bo</td>\n",
166
+ " <td>https://www.impuestos.gob.bo/</td>\n",
167
+ " <td>0</td>\n",
168
+ " <td>1</td>\n",
169
+ " <td>REQUISITO\\nContar la factura original.</td>\n",
170
+ " <td>PROCEDIMIENTO\\nIngresar al siguiente enlace ht...</td>\n",
171
+ " <td>0</td>\n",
172
+ " <td>...</td>\n",
173
+ " <td>NaN</td>\n",
174
+ " <td>NaN</td>\n",
175
+ " <td>NaN</td>\n",
176
+ " <td>4</td>\n",
177
+ " <td>https://www.gob.bo/tramite/2654</td>\n",
178
+ " <td>Impuestos</td>\n",
179
+ " <td>NaN</td>\n",
180
+ " <td>NaN</td>\n",
181
+ " <td>NaN</td>\n",
182
+ " <td>NaN</td>\n",
183
+ " </tr>\n",
184
+ " <tr>\n",
185
+ " <th>...</th>\n",
186
+ " <td>...</td>\n",
187
+ " <td>...</td>\n",
188
+ " <td>...</td>\n",
189
+ " <td>...</td>\n",
190
+ " <td>...</td>\n",
191
+ " <td>...</td>\n",
192
+ " <td>...</td>\n",
193
+ " <td>...</td>\n",
194
+ " <td>...</td>\n",
195
+ " <td>...</td>\n",
196
+ " <td>...</td>\n",
197
+ " <td>...</td>\n",
198
+ " <td>...</td>\n",
199
+ " <td>...</td>\n",
200
+ " <td>...</td>\n",
201
+ " <td>...</td>\n",
202
+ " <td>...</td>\n",
203
+ " <td>...</td>\n",
204
+ " <td>...</td>\n",
205
+ " <td>...</td>\n",
206
+ " <td>...</td>\n",
207
+ " </tr>\n",
208
+ " <tr>\n",
209
+ " <th>1777</th>\n",
210
+ " <td>PERMISO ESPECIAL DE CIRCULACION POR EXCESO DE ...</td>\n",
211
+ " <td>Administradora Boliviana de Carreteras - ABC</td>\n",
212
+ " <td>Obtencion de permiso especial para transitar c...</td>\n",
213
+ " <td>wgutierrez@abc.gob.bo</td>\n",
214
+ " <td>www.abc.gob.bo</td>\n",
215
+ " <td>1</td>\n",
216
+ " <td>0</td>\n",
217
+ " <td>llenado de formulario\\npoliza de buena ejecuci...</td>\n",
218
+ " <td>NaN</td>\n",
219
+ " <td>1</td>\n",
220
+ " <td>...</td>\n",
221
+ " <td>NaN</td>\n",
222
+ " <td>NaN</td>\n",
223
+ " <td>NaN</td>\n",
224
+ " <td>0</td>\n",
225
+ " <td>https://www.gob.bo/tramite/291</td>\n",
226
+ " <td>Transporte</td>\n",
227
+ " <td>NaN</td>\n",
228
+ " <td>Decreto Supremo Nº 25629, 24 de diciembre de 1999</td>\n",
229
+ " <td>NaN</td>\n",
230
+ " <td>08:00 - 18:00</td>\n",
231
+ " </tr>\n",
232
+ " <tr>\n",
233
+ " <th>1778</th>\n",
234
+ " <td>PERMISO DE CIURCULACION POR EXCESO DE DIMENSIONES</td>\n",
235
+ " <td>Administradora Boliviana de Carreteras - ABC</td>\n",
236
+ " <td>Obtencion de permiso para circular con exceso ...</td>\n",
237
+ " <td>wgutierrez@abc.gob.bo</td>\n",
238
+ " <td>www.abc.gob.bo</td>\n",
239
+ " <td>1</td>\n",
240
+ " <td>0</td>\n",
241
+ " <td>Nota Dirigida al Gerente Regional (Mencionando...</td>\n",
242
+ " <td>Presentar todos los requisitos en ventanilla ú...</td>\n",
243
+ " <td>9</td>\n",
244
+ " <td>...</td>\n",
245
+ " <td>NaN</td>\n",
246
+ " <td>NaN</td>\n",
247
+ " <td>NaN</td>\n",
248
+ " <td>0</td>\n",
249
+ " <td>https://www.gob.bo/tramite/296</td>\n",
250
+ " <td>Transporte</td>\n",
251
+ " <td>3 dias</td>\n",
252
+ " <td>Decreto Supremo Nº 25629, 24 de diciembre de 1999</td>\n",
253
+ " <td>NaN</td>\n",
254
+ " <td>08:00 - 18:00,08:00 - 18:00,08:00 - 18:00,08:0...</td>\n",
255
+ " </tr>\n",
256
+ " <tr>\n",
257
+ " <th>1779</th>\n",
258
+ " <td>USO DE BALANZA</td>\n",
259
+ " <td>Zona Franca Comercial e Industrial de Cobija -...</td>\n",
260
+ " <td>Brindar el servicio de pesaje a todos los tran...</td>\n",
261
+ " <td>MAEZOFRACOBIJA@GMAIL.COM</td>\n",
262
+ " <td>https://www.zofracobija.gob.bo/</td>\n",
263
+ " <td>1</td>\n",
264
+ " <td>0</td>\n",
265
+ " <td>Presentarse físicamente con el transporte en i...</td>\n",
266
+ " <td>Presentarse físicamente con el transporte en i...</td>\n",
267
+ " <td>0</td>\n",
268
+ " <td>...</td>\n",
269
+ " <td>Forma de pago: EFECTIVO</td>\n",
270
+ " <td>Concepto de pago: uso de balanza</td>\n",
271
+ " <td>-</td>\n",
272
+ " <td>0</td>\n",
273
+ " <td>https://www.gob.bo/tramite/2136</td>\n",
274
+ " <td>Transporte</td>\n",
275
+ " <td>20 minutos</td>\n",
276
+ " <td>R.A. Nº 20/2017</td>\n",
277
+ " <td>Banco Unión</td>\n",
278
+ " <td>NaN</td>\n",
279
+ " </tr>\n",
280
+ " <tr>\n",
281
+ " <th>1780</th>\n",
282
+ " <td>CERTIFICACIÓN DE NO SUSTANCIAS AGOTADORAS DE O...</td>\n",
283
+ " <td>Ministerio de Medio Ambiente y Agua - MINMAA</td>\n",
284
+ " <td>Otorgar la Certificación de No Sustancias Agot...</td>\n",
285
+ " <td>quinochavez@hotmail.com</td>\n",
286
+ " <td>www.mmaya.gob.bo</td>\n",
287
+ " <td>1</td>\n",
288
+ " <td>0</td>\n",
289
+ " <td>Carta de Solicitud de Certificación de No SAO,...</td>\n",
290
+ " <td>El solicitante se apersona a oficinas de la Co...</td>\n",
291
+ " <td>0</td>\n",
292
+ " <td>...</td>\n",
293
+ " <td>NaN</td>\n",
294
+ " <td>NaN</td>\n",
295
+ " <td>NaN</td>\n",
296
+ " <td>0</td>\n",
297
+ " <td>https://www.gob.bo/tramite/1515</td>\n",
298
+ " <td>Transporte</td>\n",
299
+ " <td>10 dias</td>\n",
300
+ " <td>Compendio de normativas de gestión ambiental d...</td>\n",
301
+ " <td>NaN</td>\n",
302
+ " <td>NaN</td>\n",
303
+ " </tr>\n",
304
+ " <tr>\n",
305
+ " <th>1781</th>\n",
306
+ " <td>REGISTRO DE EMPRESA EN EL ORGANISMO SECTORIAL ...</td>\n",
307
+ " <td>Ministerio de Medio Ambiente y Agua - MINMAA</td>\n",
308
+ " <td>Realizar el Registro de Empresa en el Organism...</td>\n",
309
+ " <td>quinochavez@hotmail.com</td>\n",
310
+ " <td>www.mmaya.gob.bo</td>\n",
311
+ " <td>1</td>\n",
312
+ " <td>0</td>\n",
313
+ " <td>Carta de Solicitud de Registro de Empresa, dir...</td>\n",
314
+ " <td>El solicitante se apersona a oficinas de la Co...</td>\n",
315
+ " <td>0</td>\n",
316
+ " <td>...</td>\n",
317
+ " <td>NaN</td>\n",
318
+ " <td>NaN</td>\n",
319
+ " <td>NaN</td>\n",
320
+ " <td>0</td>\n",
321
+ " <td>https://www.gob.bo/tramite/1517</td>\n",
322
+ " <td>Transporte</td>\n",
323
+ " <td>10 dias</td>\n",
324
+ " <td>Compendio de normativas de gestión ambiental d...</td>\n",
325
+ " <td>NaN</td>\n",
326
+ " <td>NaN</td>\n",
327
+ " </tr>\n",
328
+ " </tbody>\n",
329
+ "</table>\n",
330
+ "<p>1782 rows × 26 columns</p>\n",
331
+ "</div>"
332
+ ],
333
+ "text/plain": [
334
+ " titulo \\\n",
335
+ "0 DECLARACIONES JURADAS - SIAT EN LÍNEA \n",
336
+ "1 INSCRIPCIÓN AL RÉGIMEN DE REINTEGRO EN EFECTIV... \n",
337
+ "2 REGISTRO AL PADRÓN NACIONAL DE CONTRIBUYENTES \n",
338
+ "3 INACTIVACIÓN DEL NIT \n",
339
+ "4 VERIFICADOR DE FACTURAS \n",
340
+ "... ... \n",
341
+ "1777 PERMISO ESPECIAL DE CIRCULACION POR EXCESO DE ... \n",
342
+ "1778 PERMISO DE CIURCULACION POR EXCESO DE DIMENSIONES \n",
343
+ "1779 USO DE BALANZA \n",
344
+ "1780 CERTIFICACIÓN DE NO SUSTANCIAS AGOTADORAS DE O... \n",
345
+ "1781 REGISTRO DE EMPRESA EN EL ORGANISMO SECTORIAL ... \n",
346
+ "\n",
347
+ " institucion \\\n",
348
+ "0 Servicio de Impuestos Nacionales - SIN \n",
349
+ "1 Servicio de Impuestos Nacionales - SIN \n",
350
+ "2 Servicio de Impuestos Nacionales - SIN \n",
351
+ "3 Servicio de Impuestos Nacionales - SIN \n",
352
+ "4 Servicio de Impuestos Nacionales - SIN \n",
353
+ "... ... \n",
354
+ "1777 Administradora Boliviana de Carreteras - ABC \n",
355
+ "1778 Administradora Boliviana de Carreteras - ABC \n",
356
+ "1779 Zona Franca Comercial e Industrial de Cobija -... \n",
357
+ "1780 Ministerio de Medio Ambiente y Agua - MINMAA \n",
358
+ "1781 Ministerio de Medio Ambiente y Agua - MINMAA \n",
359
+ "\n",
360
+ " descripcion \\\n",
361
+ "0 Facilitar al contribuyente el cumplimiento de ... \n",
362
+ "1 El Régimen de Reintegro del IVA (Re-IVA), alca... \n",
363
+ "2 Las Personas Naturales y Jurídicas que efectúe... \n",
364
+ "3 Procedimiento para inactivar el NIT \n",
365
+ "4 Herramienta habilitada para verificar si las f... \n",
366
+ "... ... \n",
367
+ "1777 Obtencion de permiso especial para transitar c... \n",
368
+ "1778 Obtencion de permiso para circular con exceso ... \n",
369
+ "1779 Brindar el servicio de pesaje a todos los tran... \n",
370
+ "1780 Otorgar la Certificación de No Sustancias Agot... \n",
371
+ "1781 Realizar el Registro de Empresa en el Organism... \n",
372
+ "\n",
373
+ " contacto web \\\n",
374
+ "0 informaciontributaria@impuestos.gob.bo https://www.impuestos.gob.bo/ \n",
375
+ "1 informaciontributaria@impuestos.gob.bo https://www.impuestos.gob.bo/ \n",
376
+ "2 informaciontributaria@impuestos.gob.bo https://www.impuestos.gob.bo/ \n",
377
+ "3 informaciontributaria@impuestos.gob.bo https://www.impuestos.gob.bo/ \n",
378
+ "4 informaciontributaria@impuestos.gob.bo https://www.impuestos.gob.bo/ \n",
379
+ "... ... ... \n",
380
+ "1777 wgutierrez@abc.gob.bo www.abc.gob.bo \n",
381
+ "1778 wgutierrez@abc.gob.bo www.abc.gob.bo \n",
382
+ "1779 MAEZOFRACOBIJA@GMAIL.COM https://www.zofracobija.gob.bo/ \n",
383
+ "1780 quinochavez@hotmail.com www.mmaya.gob.bo \n",
384
+ "1781 quinochavez@hotmail.com www.mmaya.gob.bo \n",
385
+ "\n",
386
+ " es_presencial es_en_linea \\\n",
387
+ "0 0 1 \n",
388
+ "1 0 1 \n",
389
+ "2 0 1 \n",
390
+ "3 0 1 \n",
391
+ "4 0 1 \n",
392
+ "... ... ... \n",
393
+ "1777 1 0 \n",
394
+ "1778 1 0 \n",
395
+ "1779 1 0 \n",
396
+ "1780 1 0 \n",
397
+ "1781 1 0 \n",
398
+ "\n",
399
+ " requisitos \\\n",
400
+ "0 REQUISITOS\\nContar con las credenciales de acc... \n",
401
+ "1 REQUISITOS\\nCedula de Identidad vigente.\\nN° d... \n",
402
+ "2 REQUISITOS INSCRIPCIÓN A TRAVÉS DEL SIAT EN LÍ... \n",
403
+ "3 REQUISITOS\\nContar con las credenciales de acc... \n",
404
+ "4 REQUISITO\\nContar la factura original. \n",
405
+ "... ... \n",
406
+ "1777 llenado de formulario\\npoliza de buena ejecuci... \n",
407
+ "1778 Nota Dirigida al Gerente Regional (Mencionando... \n",
408
+ "1779 Presentarse físicamente con el transporte en i... \n",
409
+ "1780 Carta de Solicitud de Certificación de No SAO,... \n",
410
+ "1781 Carta de Solicitud de Registro de Empresa, dir... \n",
411
+ "\n",
412
+ " procedimiento num_ubicaciones ... \\\n",
413
+ "0 PROCEDIMIENTO\\nIngresar al siguiente enlace: h... 0 ... \n",
414
+ "1 PROCEDIMIENTO\\nIngresar al siguiente enlace pa... 0 ... \n",
415
+ "2 PROCEDIMIENTO DE INSCRIPCIÓN\\nIngresar al sigu... 0 ... \n",
416
+ "3 PRODECIMIENTO\\nIngresar al siguiente enlace ht... 0 ... \n",
417
+ "4 PROCEDIMIENTO\\nIngresar al siguiente enlace ht... 0 ... \n",
418
+ "... ... ... ... \n",
419
+ "1777 NaN 1 ... \n",
420
+ "1778 Presentar todos los requisitos en ventanilla ú... 9 ... \n",
421
+ "1779 Presentarse físicamente con el transporte en i... 0 ... \n",
422
+ "1780 El solicitante se apersona a oficinas de la Co... 0 ... \n",
423
+ "1781 El solicitante se apersona a oficinas de la Co... 0 ... \n",
424
+ "\n",
425
+ " costo_formas costo_conceptos \\\n",
426
+ "0 NaN NaN \n",
427
+ "1 NaN NaN \n",
428
+ "2 NaN NaN \n",
429
+ "3 NaN NaN \n",
430
+ "4 NaN NaN \n",
431
+ "... ... ... \n",
432
+ "1777 NaN NaN \n",
433
+ "1778 NaN NaN \n",
434
+ "1779 Forma de pago: EFECTIVO Concepto de pago: uso de balanza \n",
435
+ "1780 NaN NaN \n",
436
+ "1781 NaN NaN \n",
437
+ "\n",
438
+ " costo_ctas_bancarias calificacion url \\\n",
439
+ "0 NaN 4 https://www.gob.bo/tramite/851 \n",
440
+ "1 NaN 3 https://www.gob.bo/tramite/2652 \n",
441
+ "2 NaN 3 https://www.gob.bo/tramite/1367 \n",
442
+ "3 NaN 3 https://www.gob.bo/tramite/2650 \n",
443
+ "4 NaN 4 https://www.gob.bo/tramite/2654 \n",
444
+ "... ... ... ... \n",
445
+ "1777 NaN 0 https://www.gob.bo/tramite/291 \n",
446
+ "1778 NaN 0 https://www.gob.bo/tramite/296 \n",
447
+ "1779 - 0 https://www.gob.bo/tramite/2136 \n",
448
+ "1780 NaN 0 https://www.gob.bo/tramite/1515 \n",
449
+ "1781 NaN 0 https://www.gob.bo/tramite/1517 \n",
450
+ "\n",
451
+ " categoria duracion \\\n",
452
+ "0 Impuestos NaN \n",
453
+ "1 Impuestos NaN \n",
454
+ "2 Impuestos NaN \n",
455
+ "3 Impuestos NaN \n",
456
+ "4 Impuestos NaN \n",
457
+ "... ... ... \n",
458
+ "1777 Transporte NaN \n",
459
+ "1778 Transporte 3 dias \n",
460
+ "1779 Transporte 20 minutos \n",
461
+ "1780 Transporte 10 dias \n",
462
+ "1781 Transporte 10 dias \n",
463
+ "\n",
464
+ " marco_legal costo_bancos \\\n",
465
+ "0 NaN NaN \n",
466
+ "1 Ley 1355 NaN \n",
467
+ "2 NaN NaN \n",
468
+ "3 RND 10-0009-11 NaN \n",
469
+ "4 NaN NaN \n",
470
+ "... ... ... \n",
471
+ "1777 Decreto Supremo Nº 25629, 24 de diciembre de 1999 NaN \n",
472
+ "1778 Decreto Supremo Nº 25629, 24 de diciembre de 1999 NaN \n",
473
+ "1779 R.A. Nº 20/2017 Banco Unión \n",
474
+ "1780 Compendio de normativas de gestión ambiental d... NaN \n",
475
+ "1781 Compendio de normativas de gestión ambiental d... NaN \n",
476
+ "\n",
477
+ " horarios_atencion \n",
478
+ "0 NaN \n",
479
+ "1 NaN \n",
480
+ "2 NaN \n",
481
+ "3 NaN \n",
482
+ "4 NaN \n",
483
+ "... ... \n",
484
+ "1777 08:00 - 18:00 \n",
485
+ "1778 08:00 - 18:00,08:00 - 18:00,08:00 - 18:00,08:0... \n",
486
+ "1779 NaN \n",
487
+ "1780 NaN \n",
488
+ "1781 NaN \n",
489
+ "\n",
490
+ "[1782 rows x 26 columns]"
491
+ ]
492
+ },
493
+ "execution_count": 4,
494
+ "metadata": {},
495
+ "output_type": "execute_result"
496
+ }
497
+ ],
498
+ "source": [
499
+ "import pandas as pd\n",
500
+ "import numpy as np\n",
501
+ "\n",
502
+ "df = pd.read_csv('../data/gobbo_tramites_pre.csv', encoding='utf-8', sep=\",\" )\n",
503
+ "df"
504
+ ]
505
+ }
506
+ ],
507
+ "metadata": {
508
+ "kernelspec": {
509
+ "display_name": "Python 3 (ipykernel)",
510
+ "language": "python",
511
+ "name": "python3"
512
+ },
513
+ "language_info": {
514
+ "codemirror_mode": {
515
+ "name": "ipython",
516
+ "version": 3
517
+ },
518
+ "file_extension": ".py",
519
+ "mimetype": "text/x-python",
520
+ "name": "python",
521
+ "nbconvert_exporter": "python",
522
+ "pygments_lexer": "ipython3",
523
+ "version": "3.12.4"
524
+ }
525
+ },
526
+ "nbformat": 4,
527
+ "nbformat_minor": 5
528
+ }
notebooks/análisis1.ipynb ADDED
The diff for this file is too large to render. See raw diff
 
notebooks/gobbo-pre.ipynb CHANGED
The diff for this file is too large to render. See raw diff