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1 Parent(s): 2fe1f84

Update app.py

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  1. app.py +1149 -0
app.py CHANGED
@@ -5,6 +5,1155 @@ import plotly.graph_objects as go
5
  import gradio as gr
6
  from datetime import datetime
7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8
  COLORES = {
9
  'Total': '#2C3E50',
10
  'Hombres': '#3498DB',
 
5
  import gradio as gr
6
  from datetime import datetime
7
 
8
+ #DATA
9
+
10
+ cities_data = {
11
+ 'Abancay': {
12
+ 'desempleo_trimestral': [
13
+ ["2022-Q1", 6.7, 6.8, 6.6],
14
+ ["2022-Q2", 3.7, None, None], # Dato de referencia
15
+ ["2022-Q3", 2.3, 2.1, 2.6], # Dato de referencia
16
+ ["2022-Q4", 2.8, 2.6, 3.1], # Dato de referencia
17
+ ["2023-Q1", 6.0, 6.1, 5.9],
18
+ ["2023-Q2", 4.9, 4.0, 6.0],
19
+ ["2023-Q3", 5.8, 5.3, 6.5],
20
+ ["2023-Q4", 4.5, 3.3, 5.9],
21
+ ["2024-Q1", 7.2, 5.9, 8.8],
22
+ ["2024-Q2", 8.1, 8.4, 7.8],
23
+ ["2024-Q3", 6.7, 5.1, 8.5],
24
+ ["2024-Q4", 6.1, 5.4, 6.8],
25
+ ],
26
+ 'ingresos_periodo': [
27
+ ["2022-04/2023-03", 1913.0, 2212.5, 1548.0],
28
+ ["2022-07/2023-06", 1898.4, 2203.9, 1523.8],
29
+ ["2022-10/2023-09", 1903.2, 2179.2, 1564.3],
30
+ ["2023-04/2024-03", 1949.7, 2224.0, 1609.3],
31
+ ["2023-07/2024-06", 1999.4, 2276.3, 1658.1],
32
+ ["2023-10/2024-09", 2044.2, 2341.5, 1679.2],
33
+ ["2024", 2006.5, 2274.6, 1677.6],
34
+ ],
35
+ 'informal_periodo': [
36
+ ["2022-04/2023-03", 68.2, 71.8, 65.1],
37
+ ["2023", 66.8, 68.4, 65.5],
38
+ ["2023-04/2024-03", None, None, None],
39
+ ["2023-07/2024-06", None, None, None],
40
+ ["2023-10/2024-09", None, None, None],
41
+ ["2024", None, None, None],
42
+
43
+ ],
44
+ 'actividad_trimestral': [
45
+ ["2023-Q3", 73.1, 79.7, 66.4],
46
+ ["2024-Q3", 71.9, 76.7, 67.1],
47
+ ],
48
+ 'poblacion_ocupada': [
49
+ ["2022-Q1", 42.5, 23.2, 19.3],
50
+ ["2022-Q2", 43.1, 22.9, 20.1],
51
+ ["2022-Q3", 47.6, 25.4, 22.2],
52
+ ["2023-Q1", 43.6, 23.7, 20.0],
53
+ ["2023-Q2", 44.1, 24.0, 20.2],
54
+ ["2023-Q3", 46.6, 25.6, 21.1],
55
+ ["2024-Q1", 43.4, 24.5, 18.8],
56
+ ["2024-Q2", 45.5, 24.6, 20.9],
57
+ ["2024-Q3", 46.5, 25.2, 21.3],
58
+ ]
59
+ },
60
+ 'Arequipa': {
61
+ 'desempleo_trimestral': [
62
+ ["2022-Q1", 9.3, 8.0, 10.2],
63
+ ["2022-Q2", 4.6, None, None],
64
+ ["2022-Q3", 5.0, None, None],
65
+ ["2022-Q4", 4.7, None, None],
66
+ ["2023-Q1", 9.0, 8.0, 10.2],
67
+ ["2023-Q2", 7.1, 6.4, 8.1],
68
+ ["2023-Q3", 7.9, 6.1, 10.0],
69
+ ["2023-Q4", 7.1, 6.2, 8.2],
70
+ ["2024-Q1", 10.1, 8.9, 11.5],
71
+ ["2024-Q2", 7.9, 7.4, 8.5],
72
+ ["2024-Q3", 8.0, 6.2, 10.2],
73
+ ["2024-Q4", 6.3, 5.4, 7.4],
74
+ ],
75
+ 'ingresos_periodo': [
76
+ ["2022-04/2023-03", 2136.2, 2538.1, 1638.5],
77
+ ["2022-07/2023-06", 2165.4, 2582.9, 1642.8],
78
+ ["2023-04/2024-03", 2221.4, 2570.1, 1765.6],
79
+ ["2023-07/2024-06", 2277.5, 2634.4, 1810.4],
80
+ ["2023-10/2024-09", 2322.4, 2708.2, 1813.3],
81
+ ["2024", 2298.6, 2698.8, 1773.9]
82
+ ],
83
+ 'informal_periodo': [
84
+ ["2022-04/2023-03", 59.0, 57.3, 61.2],
85
+ ["2022-07/2023-06", 58.3, 56.0, 61.1],
86
+ ["2023", 56.0, 53.4, 59.2],
87
+ ["2023-04/2024-03", 55.6, 53.2, 58.7],
88
+ ["2023-07/2024-06", 55.1, 52.9, 57.9],
89
+ ["2023-10/2024-09", 54.9, 52.7, 57.8],
90
+ ["2024", None, None, None]
91
+ ],
92
+ 'actividad_trimestral': [
93
+ ["2023-Q1",58.3,None, None],
94
+ ["2023-Q2",58.7,None, None],
95
+ ["2023-Q3",58.0,None, None],
96
+ ["2024-Q1",56.3,None, None],
97
+ ["2024-Q2",58.6,None, None],
98
+ ["2024-Q3",58.8,None, None],
99
+ ["2024-Q4",57.9,None, None],
100
+ ],
101
+ 'poblacion_ocupada': [
102
+ ["2022-Q1", 510.8, 273.5, 237.3],
103
+ ["2023-Q1", 479.3, 266.6, 212.8],
104
+ ]
105
+ },
106
+ 'Ayacucho': {
107
+ 'desempleo_trimestral': [
108
+ ["2022-Q1", 8.6, None, None],
109
+ ["2022-Q2", 5.5, None, None],
110
+ ["2022-Q3", 3.6, None, None],
111
+ ["2022-Q4", 5.1, None, None],
112
+ ["2023-Q1", 9.3, 7.1, 11.8],
113
+ ["2023-Q2", 7.4, 7.6, 7.2],
114
+ ["2023-Q3", 7.0, 5.1, 9.1],
115
+ ["2023-Q4", 4.7, 3.9, 5.6],
116
+ ["2024-Q1", 6.5, 6.0, 7.0],
117
+ ["2024-Q2", 9.0, 9.1, 8.9],
118
+ ["2024-Q3", 5.4, 4.3, 6.7],
119
+ ["2024-Q4", 5.7, 4.3, 7.3],
120
+ ],
121
+ 'ingresos_periodo': [
122
+ ["2022-04/2023-03", 1565.1, 1778.2, 1297.6],
123
+ ["2022-07/2023-06", 1591.9, 1816.0, 1315.6],
124
+ ["2022-10/2023-09", 1605.3, 1850.7, 1306.1],
125
+ ["2023-04/2024-03", 1670.0, 1932.4, 1351.8],
126
+ ["2023-07/2024-06", 1715.0, 1977.5, 1399.3],
127
+ ["2023-10/2024-09", 1750.7, 2008.7, 1439.4],
128
+ ["2024", 1764.4, 2003.6, 1472.2]
129
+ ],
130
+ 'informal_periodo': [
131
+ ["2023-04/2024-03", 59.6, 56.0, 64.0],
132
+ ["2023-07/2024-06", 58.7, 55.3, 63.3],
133
+ ["2023-10/2024-09", 59.5, 56.1, 64.0],
134
+ ],
135
+ 'actividad_trimestral': [
136
+ ["2023-Q1", 68.3, None, None],
137
+ ["2023-Q3", 72.0, None, None],
138
+ ["2024-Q1", 70.3, None, None],
139
+ ["2024-Q3", 70.9, None, None],
140
+ ],
141
+ 'poblacion_ocupada': [
142
+ ["2022-Q1", 117.5, 64.3, 53.2],
143
+ ["2022-Q2", 114.8, 63.3, 51.5],
144
+ ["2022-Q3", 124.6, 68.3, 56.3],
145
+ ["2023-Q1", 113.3, 62.9, 50.4],
146
+ ["2023-Q2", 121.6, 63.5, 58.1],
147
+ ["2023-Q3", 124.1, 66.9, 57.3],
148
+ ["2023-Q4", 122.1, 65.8, 56.3],
149
+ ["2024-Q1", 123.6, 67.4, 56.1],
150
+ ["2024-Q2", 126.4, 66.9, 59.5],
151
+ ["2024-Q3", 127.6, 69.0, 58.6],
152
+ ["2024-Q4", 126.0, 68.8, 57.1],
153
+ ]
154
+ },
155
+ 'Cajamarca': {
156
+ 'desempleo_trimestral': [
157
+ ["2022-Q1", 9.0, 7.2, 13.5],
158
+ ["2022-Q2", 6.5, 6.5, 11.9],
159
+ ["2022-Q3", 5.2, 7.2, 11.4],
160
+ ["2022-Q4", 4.7, 4.9, 4.5],
161
+ ["2023-Q1", 10.1, 7.2, 13.5],
162
+ ["2023-Q2", 11.2, 10.6, 11.9],
163
+ ["2023-Q3", 9.2, 7.2, 11.4],
164
+ ["2023-Q4", 8.6, 7.4, 10.0],
165
+ ["2024-Q1", 12.9, 11.8, 14.2],
166
+ ["2024-Q2", 10.5, 10.1, 11.0],
167
+ ["2024-Q3", 11.0, 10.7, 11.3],
168
+ ["2024-Q4", 11.1, 10.8, 11.4],
169
+ ],
170
+ 'ingresos_periodo': [
171
+ ["2022-04/2023-03", 1755.8, 2105.8, 1338.6],
172
+ ["2022-07/2023-06", 1818.8, 2182.5, 1386.0],
173
+ ["2022-10/2023-09", 1866.9, 2226.1, 1440.6],
174
+ ["2023", 1922.4, 2294.7, 1475.5],
175
+ ["2023-04/2024-03", 1958.2, 2343.5, 1490.0],
176
+ ["2023-07/2024-06", 1936.7, 2295.6, 1503.6],
177
+ ["2023-10/2024-09", 1942.5, 2318.6, 1493.6],
178
+ ["2024", 1972.0, 2352.5, 1519.1],
179
+ ],
180
+ 'informal_periodo': [
181
+ # No hay datos numéricos específicos, solo menciones gráficas.
182
+ ],
183
+ 'actividad_trimestral': [
184
+ ["2024-Q1", 65.5, None, None],
185
+ ["2024-Q2", 65.9, None, None],
186
+ ["2024-Q3", 67.2, None, None],
187
+ ],
188
+ 'poblacion_ocupada': [
189
+ ["2022-Q1", 111.4, 61.4, 50.0],
190
+ ["2022-Q2", 111.3, 60.8, 50.5],
191
+ ["2022-Q3", 114.2, 61.1, 53.1],
192
+ ["2023-Q1", 110.1, 60.2, 49.8],
193
+ ["2023-Q2", 108.1, 57.0, 51.0],
194
+ ["2023-Q3", 109.7, 58.7, 51.0],
195
+ ["2024-Q1", 108.5, 60.2, 48.4],
196
+ ["2024-Q2", 112.7, 60.3, 52.5],
197
+ ["2024-Q3", 114.9, 60.0, 54.9],
198
+ ]
199
+ },
200
+ 'Chachapoyas': {
201
+ 'desempleo_trimestral': [
202
+ ["2022-Q1", 7.2, 6.5, 10.8],
203
+ ["2022-Q2", 2.9, 4.6, 6.1],
204
+ ["2022-Q3", 2.6, 4.4, 7.3],
205
+ ["2022-Q4", 3.3, 5.0, 4.4],
206
+ ["2023-Q1", 8.5, 6.5, 10.8],
207
+ ["2023-Q2", 5.3, 4.6, 6.1],
208
+ ["2023-Q3", 5.8, 4.4, 7.3],
209
+ ["2023-Q4", 4.7, 5.0, 4.4],
210
+ ["2024-Q1", 7.8, 6.8, 8.9],
211
+ ["2024-Q2", 7.0, 6.2, 7.9],
212
+ ["2024-Q3", 5.6, 4.6, 6.7],
213
+ ["2024-Q4", 4.6, 5.1, 4.1],
214
+ ],
215
+ 'ingresos_periodo': [
216
+ ["2022-04/2023-03", 2100.8, 2414.0, 1738.8],
217
+ ["2022-07/2023-06", 2125.8, 2456.4, 1744.5],
218
+ ["2022-10/2023-09", 2180.9, 2518.0, 1784.0],
219
+ ["2023", 2228.7, 2556.6, 1840.6],
220
+ ["2023-04/2024-03", 2306.8, 2670.7, 1885.7],
221
+ ["2023-07/2024-06", 2339.6, 2702.3, 1920.5],
222
+ ["2023-10/2024-09", 2338.2, 2725.6, 1894.0],
223
+ ["2024", 2323.5, 2744.6, 1847.9],
224
+ ],
225
+ 'informal_periodo': [
226
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
227
+ ],
228
+ 'actividad_trimestral': [
229
+ ["2023-Q1", 68.2, None, None],
230
+ ["2023-Q3", 67.8, None, None],
231
+ ["2024-Q1", 67.7, None, None],
232
+ ["2024-Q2", 67.1, None, None],
233
+ ["2024-Q3", 66.5, None, None],
234
+ ],
235
+ 'poblacion_ocupada': [
236
+ ["2022-Q2", 19.6, 10.3, 9.2],
237
+ ["2022-Q3", 20.5, 10.6, 9.8],
238
+ ["2023-Q2", 19.4, 10.3, 9.1],
239
+ ["2023-Q3", 19.3, 10.4, 8.9],
240
+ ["2024-Q2", 19.2, 10.2, 9.0],
241
+ ["2024-Q3", 19.5, 10.2, 9.2],
242
+ ]
243
+ },
244
+ 'Chiclayo': {
245
+ 'desempleo_trimestral': [
246
+ ["2022-Q2", 5.0, None, 6.2],
247
+ ["2022-Q3", 4.8, 7.0, 10.0],
248
+ ["2022-Q4", 5.2, None, None],
249
+ ["2023-Q1", 9.1, 7.1, 11.5],
250
+ ["2023-Q2", 8.1, 6.2, 10.2],
251
+ ["2023-Q3", 8.4, 7.0, 10.0],
252
+ ["2023-Q4", 7.7, 6.7, 9.0],
253
+ ["2024-Q1", 9.8, 7.7, 12.3],
254
+ ["2024-Q2", 9.8, 9.7, 9.8],
255
+ ["2024-Q3", 9.9, 8.5, 11.6],
256
+ ["2024-Q4", 5.7, 5.1, 6.3],
257
+ ],
258
+ 'ingresos_periodo': [
259
+ ["2023-04/2024-03", 1704.2, 1883.2, 1486.1],
260
+ ["2023-07/2024-06", 1653.4, 1837.1, 1432.8],
261
+ ["2023-10/2024-09", 1632.2, 1811.6, 1414.9],
262
+ ["2024", 1636.7, 1832.9, 1400.3],
263
+ ["2022-04/2023-03",1648.7,1905.1,1413.6],
264
+ ["2022-10/2023-09",1718.2,1930.5,1457.5],
265
+ ["2023",1714.7,1893.8,1493.9]
266
+ ],
267
+ 'informal_periodo': [
268
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
269
+ ],
270
+ 'actividad_trimestral': [
271
+ ["2023-Q1", 63.8, None, None],
272
+ ["2023-Q3", 63.6, None, None],
273
+ ["2024-Q1", 64.6, None, None],
274
+ ["2024-Q3", 65.2, None, None],
275
+ ],
276
+ 'poblacion_ocupada': [
277
+ ["2022-Q1", 298.4, 158.8, 139.6],
278
+ ["2022-Q2", 272.0, 148.0, 124.0],
279
+ ["2022-Q3", 298.4, 158.8, 139.6],
280
+ ["2023-Q1", 274.5, 152.5, 122.0],
281
+ ["2023-Q2", 272.0, 148.0, 124.0],
282
+ ["2023-Q3", 276.7, 148.3, 128.4],
283
+ ["2024-Q1", 277.3, 152.8, 124.5],
284
+ ["2024-Q2", 276.6, 148.0, 128.5],
285
+ ["2024-Q3", 280.4, 151.4, 129.0],
286
+ ]
287
+ },
288
+ 'Chimbote': {
289
+ 'desempleo_trimestral': [
290
+ ["2023-Q1", 7.4, 5.8, 9.3],
291
+ ["2023-Q2", 5.7, 4.3, 7.3],
292
+ ["2023-Q3", 7.7, 6.5, 9.1],
293
+ ["2023-Q4", 8.1, 7.6, 8.8],
294
+ ["2024-Q1", 7.9, 6.7, 9.3],
295
+ ["2024-Q2", 7.1, 6.0, 8.4],
296
+ ["2024-Q3", 7.1, 5.6, 8.9],
297
+ ["2024-Q4", 6.7, 6.1, 7.4],
298
+ ],
299
+ 'ingresos_periodo': [
300
+ ["2022-04/2023-03", 1723.4, 2033.5, 1322.7],
301
+ ["2023", 1795.0, 2126.4, 1375.1],
302
+ ["2023-04/2024-03", 1856.7, 2226.1, 1391.3],
303
+ ["2023-07/2024-06", 1863.5, 2198.6, 1432.0],
304
+ ["2023-10/2024-09", 1897.0, 2251.0, 1438.0],
305
+ ["2024", 1927.5, 2236.3, 1528.9],
306
+ ["2022-07/2023-06",1737.3,2049.7,1343.4],
307
+ ["2022-10/2023-09",1763.2,2079.7,1362.5]
308
+ ],
309
+ 'informal_periodo': [
310
+ ["2023-07/2024-06", 68.7, 67.6, 70.2],
311
+ ],
312
+ 'actividad_trimestral': [
313
+ ["2023-Q3", 63.5, None, None],
314
+ ["2024-Q1", 66.5, None, None],
315
+ ["2024-Q3", 61.9, None, None],
316
+ ],
317
+ 'poblacion_ocupada': [
318
+ ["2023-Q1", 184.9, 104.0, 80.9],
319
+ ["2023-Q2", 180.0, 101.6, 78.3],
320
+ ["2023-Q3", 186.4, 105.6, 80.8],
321
+ ["2024-Q1", 191.9, 106.9, 85.1],
322
+ ["2024-Q2", 187.7, 105.2, 82.4],
323
+ ["2024-Q3", 181.2, 102.7, 78.5],
324
+ ]
325
+ },
326
+ 'Cusco': {
327
+ 'desempleo_trimestral': [
328
+ ["2022-Q1", 7.5, 7.5, 7.5],
329
+ ["2022-Q2", 4.1, None, None],
330
+ ["2022-Q3", 3.6, None, None],
331
+ ["2022-Q4", 4.2, None, None],
332
+ ["2023-Q1", 12.3, 11.5, 13.1],
333
+ ["2023-Q2", 8.3, 8.3, 8.4],
334
+ ["2023-Q3", 6.6, 4.7, 8.7],
335
+ ["2023-Q4", 6.2, 4.8, 7.8],
336
+ ["2024-Q1", 12.5, 10.3, 14.9],
337
+ ["2024-Q2", 8.1, 8.4, 7.8],
338
+ ["2024-Q3", 6.3, 4.3, 8.3],
339
+ ["2024-Q4", 6.9, 6.6, 7.1],
340
+ ],
341
+ 'ingresos_periodo': [
342
+ ["2022-04/2023-03", 1876.3, 2137.7, 1572.0],
343
+ ["2023", 1960.0, 2159.4, 1724.4],
344
+ ["2023-04/2024-03", 2003.4, 2226.7, 1745.8],
345
+ ["2023-07/2024-06", 2009.0, 2240.7, 1748.2],
346
+ ["2023-10/2024-09", 2041.7, 2275.8, 1778.8],
347
+ ["2024", 2078.0, 2321.0, 1806.7],
348
+ ###
349
+ ["2022-07/2023-06", 1913.9, 2147.3, 1639.0],
350
+ ["2022-10/2023-09", 1932.6, 2152.5, 1676.4],
351
+ ],
352
+ 'informal_periodo': [
353
+ ["2023", 61.5, 54.0, 71.7], # Dato del año 2023
354
+ ["2022-04/2023-03",None,None,None],
355
+ ["2022-07/2023-06",None,None,None],
356
+ ["2022-10/2023-09",None,None,None],
357
+ ["2023-04/2024-03",None,None,None],
358
+ ["2023-07/2024-06",None,None,None],
359
+ ["2023-10/2024-09",None,None,None],
360
+ ["2024",None,None,None]
361
+ ],
362
+ 'actividad_trimestral': [
363
+ ["2023-Q1", 62.4, None, None],
364
+ ["2023-Q3", 68.2, None, None],
365
+ ["2024-Q1", 69.3, None, None],
366
+ ["2024-Q3", 68.7, None, None],
367
+ ],
368
+ 'poblacion_ocupada': [
369
+ ["2022-Q1", 231.9, 123.8, 108.1],
370
+ ["2022-Q2", 239.3, 125.1, 114.2],
371
+ ["2022-Q3", 238.5, 127.3, 111.2],
372
+ ["2023-Q1", 205.0, 111.4, 93.6],
373
+ ["2023-Q2", 229.1, 123.6, 105.4],
374
+ ["2023-Q3", 240.1, 128.4, 111.8],
375
+ ["2024-Q1", 230.3, 121.9, 108.4],
376
+ ["2024-Q2", 239.3, 123.9, 115.4],
377
+ ["2024-Q3", 246.0, 129.2, 116.8],
378
+ ]
379
+ },
380
+ 'Huancavelica': {
381
+ 'desempleo_trimestral': [
382
+ ["2022-Q1", 10.5, 13.5, 17.1],
383
+ ["2022-Q2", 5.8, None, None],
384
+ ["2022-Q3", 4.6, None, None],
385
+ ["2022-Q4", 5.4, 5.2, 5.7],
386
+ ["2023-Q1", 15.2, 13.5, 17.1],
387
+ ["2023-Q2", 10.7, 12.3, 8.9],
388
+ ["2023-Q3", 8.2, 8.9, 7.5],
389
+ ["2023-Q4", 9.1, 8.9, 9.2],
390
+ ["2024-Q1", 14.5, 15.1, 13.8],
391
+ ["2024-Q2", 13.4, 13.1, 13.6],
392
+ ["2024-Q3", 11.5, 12.1, 10.8],
393
+ ["2024-Q4", 8.7, 9.3, 8.0],
394
+ ],
395
+ 'ingresos_periodo': [
396
+ ["2022-04/2023-03", 1638.8, 1819.8, 1420.1],
397
+ ["2022-07/2023-06", 1676.8, 1876.2, 1440.6],
398
+ ["2022-10/2023-09", 1660.6, 1856.6, 1432.5],
399
+ ["2023", 1732.1, 1954.8, 1478.8],
400
+ ["2023-04/2024-03", 1776.9, 2011.0, 1509.6],
401
+ ["2023-07/2024-06", 1815.6, 2050.0, 1543.0],
402
+ ["2023-10/2024-09", 1861.6, 2096.7, 1590.1],
403
+ ["2024", 1864.4, 2096.0, 1595.9],
404
+ ],
405
+ 'informal_periodo': [
406
+ ["2023", 61.0, 59.5, 62.6],
407
+ ],
408
+ 'actividad_trimestral': [
409
+ ["2022-Q3",68.9,None,None],
410
+ ["2023-Q2",66.9,None,None],
411
+ ["2023-Q3",68.9,None,None],
412
+ ["2024-Q1",66.3,None,None],
413
+ ["2024-Q2",68.7,None,None],
414
+ ["2024-Q3",71.3,None,None]
415
+ ],
416
+ 'poblacion_ocupada': [
417
+ ["2022-Q1", 26.1, 14.4, 11.7],
418
+ ["2022-Q2", 40.7, 23.2, 17.5],
419
+ ["2022-Q3", 27.4, 14.5, 12.8],
420
+ ["2023-Q1", 23.4, 12.8, 10.7],
421
+ ["2023-Q2", 26.3, 13.4, 12.9],
422
+ ["2023-Q3", 28.0, 14.7, 13.3],
423
+ ["2024-Q1", 26.8, 14.1, 12.6],
424
+ ["2024-Q2", 26.8, 14.1, 12.6],
425
+ ["2024-Q3", 28.5, 14.9, 13.6],
426
+ ]
427
+ },
428
+ 'Huancayo': {
429
+ 'desempleo_trimestral': [
430
+ ["2022-Q1", 7.4, 7.7, 13.5],
431
+ ["2022-Q2", 3.9, 7.5, 8.4],
432
+ ["2022-Q3", 3.5, 5.2, 6.6],
433
+ ["2022-Q4", 4.1, None, None],
434
+ ["2023-Q1", 10.5, 10.3, 10.1],
435
+ ["2023-Q2", 7.9, 7.5, 8.4],
436
+ ["2023-Q3", 5.9, 5.2, 6.6],
437
+ ["2023-Q4", 7.4, 6.5, 8.4],
438
+ ["2024-Q1", 10.2, 10.3, 10.1],
439
+ ["2024-Q2", 8.4, 7.2, 9.6],
440
+ ["2024-Q3", 7.2, 9.0, 5.4],
441
+ ["2024-Q4", 6.7, 5.5, 8.1],
442
+ ],
443
+ 'ingresos_periodo': [
444
+ ["2022-04/2023-03", 1665.5, 1927.0, 1367.5],
445
+ ["2022-07/2023-06", 1702.3, 1978.8, 1387.9],
446
+ ["2022-10/2023-09", 1705.7, 1992.6, 1382.4],
447
+ ["2023", 1715.8, 2007.6, 1388.0],
448
+ ["2023-04/2024-03", 1707.7, 2003.1, 1383.4],
449
+ ["2023-07/2024-06", 1705.3, 2014.3, 1364.7],
450
+ ["2023-10/2024-09", 1724.5, 2029.0, 1395.4],
451
+ ["2024", 1754.2, 2061.6, 1410.3],
452
+ ],
453
+ 'informal_periodo': [
454
+ ["2023", 66.6, 63.9, 69.6],
455
+ ],
456
+ 'actividad_trimestral': [
457
+ ["2022-Q3", 67.0, None, None],
458
+ ["2023-Q1", 66.4, None, None],
459
+ ["2023-Q3", 67.0, None, None],
460
+ ["2024-Q1", 65.4, None, None],
461
+ ["2024-Q3", 62.9, None, None],
462
+ ],
463
+ 'poblacion_ocupada': [
464
+ ["2022-Q1", 253.5, 128.0, 125.5],
465
+ ["2022-Q2", 255.8, 130.2, 125.6],
466
+ ["2022-Q3", 266.1, 142.2, 123.9],
467
+ ["2023-Q1", 251.9, 134.2, 117.6],
468
+ ["2023-Q2", 252.1, 129.4, 122.7],
469
+ ["2023-Q3", 268.9, 142.4, 126.5],
470
+ ["2023-Q4", 259.4, None, None],
471
+ ["2024-Q1", 252.2, 130.1, 122.1],
472
+ ["2024-Q2", 254.7, 130.2, 124.4],
473
+ ["2024-Q3", 252.4, 129.0, 123.5],
474
+ ["2024-Q4", 257.3, 139.5, 117.8]
475
+ ]
476
+ },
477
+ 'Huánuco': {
478
+ 'desempleo_trimestral': [
479
+ ["2022-Q1", 10.2, 8.3, 12.2],
480
+ ["2022-Q2", 3.9, 6.5, 10.7],
481
+ ["2022-Q3", 3.8, 4.4, 7.5],
482
+ ["2022-Q4", 4.2, None, None],
483
+ ["2023-Q1", 10.0, 8.3, 12.2],
484
+ ["2023-Q2", 8.5, 6.5, 10.7],
485
+ ["2023-Q3", 5.8, 4.4, 7.5],
486
+ ["2023-Q4", 6.8, 6.9, 6.6],
487
+ ["2024-Q1", 10.1, 8.4, 12.5],
488
+ ["2024-Q2", 7.0, 7.1, 7.0],
489
+ ["2024-Q3", 8.7, 7.2, 10.4],
490
+ ["2024-Q4", 4.1, 1.7, 7.2],
491
+ ],
492
+ 'ingresos_periodo': [
493
+ ["2022-04/2023-03", 1733.4, 1966.6, 1415.4],
494
+ ["2022-07/2023-06", 1796.7, 2027.4, 1492.1],
495
+ ["2022-10/2023-09", 1864.3, 2065.9, 1592.7],
496
+ ["2023", 1919.4, 2115.1, 1657.2],
497
+ ["2023-04/2024-03", 1931.0, 2119.8, 1677.8],
498
+ ["2023-07/2024-06", 1958.5, 2132.6, 1722.6],
499
+ ["2023-10/2024-09", 1963.3, 2122.9, 1747.3],
500
+ ["2024", 1957.5, 2095.7, 1766.8],
501
+ ],
502
+ 'informal_periodo': [
503
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
504
+ ],
505
+ 'actividad_trimestral': [
506
+ ["2023-Q3", 66.3, None, None],
507
+ ["2024-Q1", 65.3, None, None],
508
+ ["2024-Q3", 62.3, None, None],
509
+ ],
510
+ 'poblacion_ocupada': [
511
+ ["2024-Q2", 64.0, 35.0, 29.0],
512
+ ["2024-Q3", 64.0, 35.6, 28.3],
513
+ ]
514
+ },
515
+ 'Huaraz': {
516
+ 'desempleo_trimestral': [
517
+ ["2022-Q1", 5.6, 4.1, 6.8],
518
+ ["2022-Q2", 3.7, 4.9, 7.3],
519
+ ["2022-Q3", 2.1, 3.5, 6.7],
520
+ ["2022-Q4", 2.4, 2.8, 2.3],
521
+ ["2023-Q1", 5.2, 4.1, 6.8],
522
+ ["2023-Q2", 6.0, 4.9, 7.3],
523
+ ["2023-Q3", 4.9, 3.5, 6.7],
524
+ ["2023-Q4", 4.7, 5.0, 4.3],
525
+ ["2024-Q1", 7.1, 5.5, 9.2],
526
+ ["2024-Q2", 7.1, 8.0, 6.0],
527
+ ["2024-Q3", 6.7, 8.0, 4.9],
528
+ ["2024-Q4", 7.0, 7.7, 6.1],
529
+ ],
530
+ 'ingresos_periodo': [
531
+ ["2022-04/2023-03", 1768.5, 2091.1, 1335.7],
532
+ ["2022-07/2023-06", 1802.9, 2105.0, 1404.7],
533
+ ["2022-10/2023-09", 1826.5, 2092.7, 1463.3],
534
+ ["2023", 1862.5, 2121.2, 1497.5],
535
+ ["2023-04/2024-03", 1870.7, 2119.2, 1520.4],
536
+ ["2023-07/2024-06", 1909.0, 2153.3, 1565.4],
537
+ ["2023-10/2024-09", 1902.1, 2114.9, 1607.4],
538
+ ["2024", 1936.9, 2149.9, 1652.0],
539
+ ],
540
+ 'informal_periodo': [
541
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
542
+ ],
543
+ 'actividad_trimestral': [
544
+ ["2023-Q1", 63.3, None, None],
545
+ ["2023-Q3", 62.8, 71.6, 54.0],
546
+ ["2024-Q1", 62.9, None, None],
547
+ ["2024-Q3", 61.6, 70.0, 53.3],
548
+ ],
549
+ 'poblacion_ocupada': [
550
+ ["2022-Q2", 62.5, 36.1, 26.4],
551
+ ["2022-Q3", 68.6, 38.1, 30.5],
552
+ ["2023-Q1", 65.1, 37.5, 27.5],
553
+ ["2023-Q2", 65.3, 35.8, 29.5],
554
+ ["2023-Q3", 65.3, 37.6, 27.8],
555
+ ["2024-Q1", 64.5, 37.3, 27.3],
556
+ ["2024-Q2", 64.0, 35.0, 29.0],
557
+ ["2024-Q3", 64.0, 35.6, 28.3],
558
+ ]
559
+ },
560
+ 'Ica': {
561
+ 'desempleo_trimestral': [
562
+ ["2022-Q3", 3.1, None, None],
563
+ ["2022-Q4", 5.3, 4.3, 6.6],
564
+ ["2023-Q3", 7.6, 6.4, 9.0],
565
+ ["2023-Q4", 5.3, 4.3, 6.6],
566
+ ["2024-Q3", 7.1, 5.8, 8.9],
567
+ ["2024-Q4", 8.2, 6.8, 10.0],
568
+ ],
569
+ 'ingresos_periodo': [
570
+ ["2022-10/2023-09", 1969.4, 2172.6, 1696.0],
571
+ ["2023-10/2024-09", 2055.1, 2276.2, 1750.1],
572
+ ["2024", 2032.6, 2237.5, 1747.5],
573
+ ],
574
+ 'informal_periodo': [
575
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
576
+ ],
577
+ 'actividad_trimestral': [],
578
+ 'poblacion_ocupada': [
579
+ ["2022-Q3", 175.4, 99.7, 75.8],
580
+ ["2023-Q1", 168.2, 98.6, 69.5],
581
+ ["2023-Q2", 169.0, 95.4, 73.6],
582
+ ["2023-Q3", 172.0, 96.1, 75.8],
583
+ ["2024-Q1", 162.8, 94.2, 68.6],
584
+ ["2024-Q2", 166.7, 97.2, 69.5],
585
+ ["2024-Q3", 172.1, 99.5, 72.6],
586
+ ]
587
+ },
588
+ 'Iquitos': {
589
+ 'desempleo_trimestral': [
590
+ ["2022-Q3", 3.2, None, None],
591
+ ["2022-Q4", 3.4, None, None],
592
+ ["2023-Q1", 8.1, 7.4, 9.0],
593
+ ["2023-Q2", 7.0, 6.2, 7.9],
594
+ ["2023-Q3", 6.2, 6.6, 5.7],
595
+ ["2023-Q4", 6.3, 5.3, 7.7],
596
+ ["2024-Q1", 8.1, 7.4, 9.1],
597
+ ["2024-Q2", 7.6, 6.1, 9.6],
598
+ ["2024-Q3", 8.0, 8.1, 8.0],
599
+ ["2024-Q4", 4.2, 3.7, 4.8],
600
+ ],
601
+ 'ingresos_periodo': [
602
+ ["2022-04/2023-03", 1581.5, 1723.7, 1396.7],
603
+ ["2022-07/2023-06", 1623.0, 1786.5, 1413.3],
604
+ ["2022-10/2023-09", 1671.5, 1837.8, 1458.2],
605
+ ["2023", 1702.8, 1884.1, 1467.3],
606
+ ["2023-04/2024-03", 1728.4, 1919.9, 1476.4],
607
+ ["2023-07/2024-06", 1716.9, 1891.9, 1480.4],
608
+ ["2023-10/2024-09", 1725.3, 1894.0, 1494.4],
609
+ ["2024", 1741.9, 1898.3, 1532.0],
610
+ ],
611
+ 'informal_periodo': [
612
+ ["2022-07/2023-06", 73.8, None, None],
613
+ ["2022-10/2023-09", 74.1, None, None],
614
+ ["2023", 73.1, 71.6, 75.9],
615
+ ["2023-04/2024-03", 73.8, None, None],
616
+ ["2023-07/2024-06", 72.8, None, None],
617
+ ["2023-10/2024-09", 72.8, None, None],
618
+ ["2024", 72.4, None, None],
619
+ ],
620
+ 'actividad_trimestral': [
621
+ ["2022", 72.5, None, None],
622
+ ["2023-Q3", 69.4, None, None],
623
+ ["2023", 70.3, None, None],
624
+ ["2024-Q3", 71.8, None, None],
625
+ ],
626
+ 'poblacion_ocupada': [
627
+ ["2022-Q1", 218.6, 119.4, 99.2],
628
+ ["2022-Q2", 221.6, 124.1, 97.4],
629
+ ["2022-Q3", 232.4, 127.8, 104.5],
630
+ ["2023-Q1", 212.0, 119.7, 92.3],
631
+ ["2023-Q2", 215.7, 117.4, 98.3],
632
+ ["2023-Q3", 213.8, 119.2, 94.5],
633
+ ["2024-Q3", 218.5, 123.4, 95.1],
634
+ ]
635
+ },
636
+ 'Lima Metropolitana y la Provincia Constitucional del Callao': {
637
+ 'desempleo_trimestral': [
638
+ ["2022-Q1", 9.4, 6.4, 8.7],
639
+ ["2022-Q2", 6.8, None, None],
640
+ ["2022-Q3", 7.7, None, None],
641
+ ["2022-Q4", 7.1, None, None],
642
+ ["2023-Q1", 7.5, 6.4, 8.7],
643
+ ["2023-Q2", 6.6, 6.0, 7.1],
644
+ ["2023-Q3", 6.7, 5.8, 7.8],
645
+ ["2023-Q4", 6.4, 5.2, 7.8],
646
+ ["2024-Q1", 7.7, 6.8, 8.7],
647
+ ["2024-Q2", 6.6, 6.0, 7.3],
648
+ ["2024-Q3", 5.9, 5.0, 7.1],
649
+ ["2024-Q4", 5.5, 5.0, 6.1],
650
+ ],
651
+ 'ingresos_periodo': [
652
+ ["2022-04/2023-03", 1949.9, 2213.6, 1627.9],
653
+ ["2022-07/2023-06", 2032.3, 2294.5, 1715.2],
654
+ ["2023", 2141.1, 2430.3, 1797.4],
655
+ ["2023-04/2024-03", 2176.2, 2472.3, 1823.8],
656
+ ["2023-07/2024-06", 2189.5, 2506.0, 1816.4],
657
+ ["2023-10/2024-09", 2217.8, 2519.7, 1859.8],
658
+ ["2024", 2268.9, 2565.8, 1915.4],
659
+ ],
660
+ 'informal_periodo': [
661
+ ["2022-07/2023-06", 58.0, 55.3, 61.2],
662
+ ["2023", 56.7, 53.9, 59.9],
663
+ ["2023-04/2024-03", 57.3, 54.5, 60.6],
664
+ ["2023-07/2024-06", 57.3, 54.6, 60.4],
665
+ ["2023-10/2024-09", 57.3, 54.9, 60.1],
666
+ ["2024", 57.0, 54.2, 60.2],
667
+ ],
668
+ 'actividad_trimestral': [
669
+ ["2023-Q3", 65.4, None, None],
670
+ ["2024-Q1", 66.7, None, None],
671
+ ["2024-Q2", 66.5, None, None],
672
+ ["2024-Q3", 65.4, None, None],
673
+ ],
674
+ 'poblacion_ocupada': [
675
+ ["2022-Q1", 4921.1, 2732.9, 2188.3],
676
+ ["2022-Q2", 5087.7, 2771.6, 2316.0],
677
+ ["2022-Q3", 4982.9, 2734.5, 2248.4],
678
+ ["2022-Q4", 5019.4, 2754.0, 2265.5],
679
+ ["2023-Q1", 5124.4, 2749.1, 2375.3],
680
+ ["2023-Q2", 5215.5, 2800.2, 2415.4],
681
+ ["2023-Q3", 5208.3, 2823.0, 2385.2],
682
+ ["2023-Q4", 5217.0, 2807.6, 2409.4],
683
+ ["2024-Q1", 5359.7, 2892.8, 2466.9],
684
+ ["2024-Q2", 5461.3, 2891.5, 2569.7],
685
+ ["2024-Q3", 5461.7, 2985.0, 2476.8],
686
+ ["2024-Q4", 5459.2, 2942.9, 2516.4],
687
+ ]
688
+ },
689
+ 'Moquegua': {
690
+ 'desempleo_trimestral': [
691
+ ["2022-Q1", 10.5, 9.7, 11.6],
692
+ ["2022-Q2", 6.0, None, None],
693
+ ["2022-Q3", 6.6, None, None],
694
+ ["2022-Q4", 9.2, None, None],
695
+ ["2023-Q1", 14.8, 12.9, 17.3],
696
+ ["2023-Q2", 10.0, 9.2, 11.2],
697
+ ###
698
+ ["2023-Q3", 11.4, 10.8, 12.2],
699
+ ["2023-Q4", 11.1, 9.7, 13.0],
700
+ ["2024-Q1", 14.4, 11.3, 18.6],
701
+ ["2024-Q2", 11.1, 8.6, 14.4],
702
+ ["2024-Q3", 11.2, 8.1, 15.0],
703
+ ["2024-Q4", 6.3, 6.8, 5.5],
704
+ ],
705
+ 'ingresos_periodo': [
706
+ ["2022-04/2023-03", 2002.0, 2313.2, 1570.7],
707
+ ["2022-07/2023-06", 2075.2, 2402.3, 1609.8],
708
+ ["2022-10/2023-09", 2141.5, 2492.6, 1642.4],
709
+ ["2023", 2174.3, 2517.8, 1673.8],
710
+ ["2023-04/2024-03", 2195.7, 2516.1, 1729.2],
711
+ ["2023-07/2024-06", 2206.9, 2517.5, 1756.6],
712
+ ["2023-10/2024-09", 2222.2, 2540.8, 1766.5],
713
+ ],
714
+ 'informal_periodo': [
715
+ ["2023", 54.1, 50.9, 58.5],
716
+ ["2024",54.1,50.9,58.5]
717
+ ],
718
+ 'actividad_trimestral': [
719
+ ["2023-Q1",64.2,None,None],
720
+ ["2023-Q3",66.0,None,None],
721
+ ["2024-Q1",69.1,None,None]
722
+ ],
723
+ 'poblacion_ocupada': [
724
+ ["2022-Q2", 40.7, 23.2, 17.5],
725
+ ["2022-Q3", 40.0, 23.4, 16.7],
726
+ ["2023-Q1", 36.6, 21.4, 15.1],
727
+ ["2023-Q2", 40.9, 24.2, 16.7],
728
+ ["2023-Q3", 39.6, 23.2, 16.4],
729
+ ["2024-Q1", 40.5, 23.7, 16.8],
730
+ ["2024-Q2", 42.7, 25.2, 17.5],
731
+ ["2024-Q3", 42.9, 24.6, 18.3],
732
+ ]
733
+ },
734
+ 'Moyobamba': {
735
+ 'desempleo_trimestral': [
736
+ ["2022-Q1", 3.7, 5.9, 6.1],
737
+ ["2022-Q2", 1.8, 3.4, 2.7],
738
+ ["2022-Q3", 1.1, 3.4, 4.4],
739
+ ["2022-Q4", 1.9, 3.8, 6.1],
740
+ ["2023-Q1", 6.0, 5.9, 6.1],
741
+ ["2023-Q2", 3.2, 3.4, 2.7],
742
+ ["2023-Q3", 3.8, 3.4, 4.4],
743
+ ["2023-Q4", 4.3, 3.3, 5.8],
744
+ ["2024-Q1", 6.8, 5.1, 9.2],
745
+ ["2024-Q2", 3.4, 3.1, 3.8],
746
+ ["2024-Q3", 4.0, 3.0, 5.3],
747
+ ["2024-Q4", 3.0, 3.0, 3.1],
748
+ ],
749
+ 'ingresos_periodo': [
750
+ ["2022-07/2023-06", 1778.8, 1927.2, 1554.4],
751
+ ["2022-10/2023-09", 1753.7, 1893.1, 1537.0],
752
+ ["2023", 1738.2, 1858.6, 1547.1],
753
+ ["2023-04/2024-03", 1743.8, 1868.6, 1546.7],
754
+ ["2023-07/2024-06", 1726.2, 1841.2, 1548.6],
755
+ ["2023-10/2024-09", 1734.6, 1860.1, 1543.5],
756
+ ["2024", 1730.3, 1882.3, 1504.7],
757
+ ["2022-04/2023-03",1753.1,1905.7,1523.4]
758
+ ],
759
+ 'informal_periodo': [
760
+ ["2023-10/2024-09",None,72.9,74.3],
761
+ ["2024",None,70.3,68.5],
762
+ ["2023-04/2024-03",69.0,69.2,68.6]
763
+ ],
764
+ 'actividad_trimestral': [
765
+ ["2022-Q3", 72.6, None, None],
766
+ ["2023-Q3", 72.6, None, None],
767
+ ["2024-Q1", 73.7, None, None],
768
+ ["2024-Q2", 73.5, None, None],
769
+ ["2024-Q3", 73.1, None, None],
770
+ ],
771
+ 'poblacion_ocupada': [
772
+ ["2022-Q1", 32.0, 19.0, 13.0],
773
+ ["2022-Q2", 33.2, 19.6, 13.6],
774
+ ["2022-Q3", 34.0, 19.9, 14.1],
775
+ ["2023-Q1", 32.4, 19.0, 13.4],
776
+ ["2023-Q2", 32.6, 19.4, 13.2],
777
+ ["2023-Q3", 32.6, 19.6, 13.1],
778
+ ["2024-Q1", 33.8, None, None],
779
+ ["2024-Q2", 33.8, 19.3, 14.5],
780
+ ["2024-Q3", 33.6, 19.6, 14.0],
781
+ ]
782
+ },
783
+ 'Cerro de Pasco': {
784
+ 'desempleo_trimestral': [
785
+ ["2022-Q1", 7.5, 5.8, 9.3],
786
+ ["2022-Q2", 5.2, None, None],
787
+ ["2022-Q3", 3.3, 5.3, 6.6],
788
+ ["2022-Q4", 5.7, 3.2, 5.5],
789
+ ["2023-Q1", 9.5, 7.9, 11.5],
790
+ ["2023-Q2", 6.7, 6.7, 8.8],
791
+ ["2023-Q3", 5.9, 5.3, 6.6],
792
+ ["2023-Q4", 4.2, 3.2, 5.5],
793
+ ["2024-Q1", 10.1, 9.1, 11.5],
794
+ ["2024-Q2", 7.6, 6.8, 8.6],
795
+ ["2024-Q3", 7.7, 7.6, 7.7],
796
+ ["2024-Q4", 6.4, 5.1, 8.1],
797
+ ],
798
+ 'ingresos_periodo': [
799
+ ["2022-04/2023-03", 1679.1, 2036.5, 1216.6],
800
+ ["2022-07/2023-06", 1738.4, 2113.4, 1238.4],
801
+ ["2022-10/2023-09", 1779.2, 2170.1, 1238.5],
802
+ ["2023", 1783.2, 2162.7, 1245.5],
803
+ ["2023-04/2024-03", 1811.3, 2190.5, 1271.8],
804
+ ["2023-07/2024-06", 1808.9, 2210.8, 1252.4],
805
+ ["2023-10/2024-09", 1844.0, 2269.1, 1270.0],
806
+ ["2024", 1870.4, 2313.9, 1267.6],
807
+ ],
808
+ 'informal_periodo': [
809
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
810
+ ],
811
+ 'actividad_trimestral': [
812
+ ["2023-Q3",64.8,None,None],
813
+ ["2024-Q3",63.8,None,None]
814
+ ],
815
+ 'poblacion_ocupada': [
816
+ ["2022-Q2", 28.9, 15.8, 13.1],
817
+ ["2022-Q3", 29.5, 16.3, 13.2],
818
+ ["2023-Q1", 27.5, 15.5, 12.0],
819
+ ["2023-Q2", 29.4, 16.9, 12.5],
820
+ ["2023-Q3", 28.4, 16.4, 12.0],
821
+ ["2023-Q4", 28.4, 16.3, 12.1],
822
+ ["2024-Q1", 24.2, 14.0, 10.2],
823
+ ["2024-Q2", 27.2, 15.0, 12.2],
824
+ ["2024-Q3", 27.3, 15.7, 11.6],
825
+ ["2024-Q4", 26.6, 15.1, 11.4]
826
+ ]
827
+ },
828
+ 'Piura': {
829
+ 'desempleo_trimestral': [
830
+ ["2022-Q1", 5.4, None, None],
831
+ ["2022-Q2", 3.2, None, None],
832
+ ["2022-Q3", 2.9, None, None],
833
+ ["2022-Q4", 3.4, None, None],
834
+ ["2023-Q1", 9.2, 8.3, 10.1],
835
+ ["2023-Q2", 6.7, 5.0, 8.7],
836
+ ["2023-Q3", 6.0, 6.4, 5.5],
837
+ ["2023-Q4", 6.6, 5.6, 7.7],
838
+ ["2024-Q1", 9.5, 7.9, 11.2],
839
+ ["2024-Q2", 8.2, 7.2, 9.4],
840
+ ["2024-Q3", 6.9, 4.6, 9.5],
841
+ ["2024-Q4", 8.0, 5.7, 10.7],
842
+ ],
843
+ 'ingresos_periodo': [
844
+ ["2022-04/2023-03", 1799.1, 2055.2, 1490.1],
845
+ ["2022-07/2023-06", 1805.6, 2064.7, 1494.2],
846
+ ["2022-10/2023-09", 1842.5, 2101.1, 1533.2],
847
+ ["2023", 1839.3, 2103.5, 1520.5],
848
+ ["2023-04/2024-03", 1839.8, 2099.2, 1527.5],
849
+ ["2023-07/2024-06", 1856.8, 2104.4, 1555.9],
850
+ ["2023-10/2024-09", 1856.8, 2105.2, 1547.8],
851
+ ["2024", 1856.5, 2084.4, 1569.8],
852
+ ],
853
+ 'informal_periodo': [
854
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
855
+ ],
856
+ 'actividad_trimestral': [
857
+ ["2023-Q3", 70.1, None, None],
858
+ ["2024-Q3", 69.0, None, None],
859
+ ],
860
+ 'poblacion_ocupada': [
861
+ ["2022-Q3", 293.0, 159.1, 133.9],
862
+ ]
863
+ },
864
+ 'Pucallpa': {
865
+ 'desempleo_trimestral': [
866
+ ["2022-Q1", 4.2, None, None],
867
+ ["2022-Q3", 2.0, None, None],
868
+ ["2022-Q4", 1.9, None, None],
869
+ ["2023-Q1", 4.7, 4.2, 5.4],
870
+ ["2023-Q2", 2.9, 2.5, 3.6],
871
+ ["2023-Q3", 5.7, 4.6, 7.3],
872
+ ["2023-Q4", 4.8, 3.8, 6.1],
873
+ ["2024-Q1", 6.6, 6.4, 6.8],
874
+ ["2024-Q2", 7.4, 7.3, 7.5],
875
+ ["2024-Q3", 4.9, 5.0, 4.8],
876
+ ["2024-Q4", 4.6, 3.4, 6.1],
877
+ ],
878
+ 'ingresos_periodo': [
879
+ ["2022-04/2023-03", 1583.0, 1698.1, 1412.8],
880
+ ["2022-07/2023-06", 1587.9, 1712.9, 1402.5],
881
+ ["2022-10/2023-09", 1591.5, 1714.7, 1404.1],
882
+ ["2023", 1616.2, 1736.1, 1430.3],
883
+ ["2023-04/2024-03", 1626.1, 1741.0, 1450.3],
884
+ ["2023-07/2024-06", 1623.8, 1729.1, 1463.0],
885
+ ["2023-10/2024-09", 1627.5, 1720.2, 1488.0],
886
+ ["2024", 1628.0, 1711.5, 1501.3],
887
+ ],
888
+ 'informal_periodo': [
889
+ ["2023-04/2024-03", 74.2, 72.9, 75.9],
890
+ ],
891
+ 'actividad_trimestral': [
892
+ ["2023-Q1",68.3,None,None],
893
+ ["2023-Q2",67.7,None,None],
894
+ ["2023-Q3",66.2,None,None],
895
+ ["2024-Q1",67.9,None,None],
896
+ ["2024-Q2",66.1,None,None],
897
+ ["2024-Q3",68.7,None,None]
898
+ ],
899
+ 'poblacion_ocupada': [
900
+ ["2022-Q1", 189.1, 115.1, 74.0],
901
+ ["2022-Q3", 232.4, 127.8, 104.5],
902
+ ["2023-Q1", 190.0, 112.6, 77.4],
903
+ ["2024-Q1",190.0,112.6,77.4]
904
+ ]
905
+ },
906
+ 'Puerto Maldonado': {
907
+ 'desempleo_trimestral': [
908
+ ["2022-Q4", 2.0, None, None],
909
+ ["2023-Q1", 6.1, 4.9, 8.3],
910
+ ["2023-Q2", 4.5, 3.9, 5.6],
911
+ ["2023-Q3", 4.3, 2.9, 6.4],
912
+ ["2023-Q4", 5.2, 4.3, 6.7],
913
+ ["2024-Q1", 6.4, 3.9, 10.5],
914
+ ["2024-Q2", 7.8, 6.0, 10.7],
915
+ ["2024-Q3", 6.7, 5.2, 9.1],
916
+ ["2024-Q4", 5.6, 4.3, 7.8],
917
+ ],
918
+ 'ingresos_periodo': [
919
+ ["2022-04/2023-03", 1911.6, 2075.4, 1622.0],
920
+ ["2022-07/2023-06", 1893.7, 2034.2, 1641.7],
921
+ ["2022-10/2023-09", 1871.5, 2002.7, 1637.3],
922
+ ["2023", 1869.8, 1995.4, 1645.5],
923
+ ["2023-04/2024-03", 1872.8, 1992.9, 1654.6],
924
+ ["2023-07/2024-06", 1904.0, 2037.4, 1662.8],
925
+ ["2023-10/2024-09", 1955.6, 2095.1, 1700.2],
926
+ ["2024", 1973.6, 2113.7, 1715.4],
927
+ ],
928
+ 'informal_periodo': [
929
+ ["2022-04/2023-03",None,None,None],
930
+ ["2022-07/2023-06",None,None,None],
931
+ ["2022-10/2023-09",None,None,None],
932
+ ["2023", 70.5, 72.0, 68.0],
933
+ ["2023-04/2024-03", 70.7, 71.8, 68.9],
934
+ ["2023-07/2024-06", 70.7, 71.8, 68.9],
935
+ ["2023-10/2024-09", 70.3, 70.9, 69.1],
936
+ ["2024", 73.5,72.5,73.5],
937
+ ],
938
+ 'actividad_trimestral': [
939
+ ["2023-Q1",68.3,None,None],
940
+ ["2023-Q2",74.8,None,None],
941
+ ["2023-Q3",75.8,None,None],
942
+ ["2024-Q1",72.4,None,None],
943
+ ["2024-Q2",74.8,None,None],
944
+ ["2024-Q3",72.2,None,None]
945
+ ],
946
+ 'poblacion_ocupada': [
947
+ ["2022-Q2", 60.4, 38.6, 21.8],
948
+ ["2022-Q3", 66.8, 42.3, 24.4],
949
+ ["2023-Q1", 59.2, 37.5, 21.7],
950
+ ["2023-Q2", 66.6, 41.7, 24.9],
951
+ ["2023-Q3", 68.4, 42.5, 25.8],
952
+ ["2024-Q2",66.8,42.0,24.7],
953
+ ["2024-Q3",65.9,42.0,23.9]
954
+ ]
955
+ },
956
+ 'Puno': {
957
+ 'desempleo_trimestral': [
958
+ ["2023-Q1", 15.3, 13.4, 17.7],
959
+ ["2023-Q2", 9.3, 10.3, 8.2],
960
+ ["2023-Q3", 8.5, 8.8, 8.1],
961
+ ["2023-Q4", 6.2, 6.1, 6.3],
962
+ ["2024-Q1", 11.9, 10.9, 13.0],
963
+ ["2024-Q2", 7.7, 7.2, 8.3],
964
+ ["2024-Q3", 8.4, 7.1, 9.9],
965
+ ["2024-Q4", 5.2, 5.7, 4.6],
966
+ ],
967
+ 'ingresos_periodo': [
968
+ ["2022-04/2023-03", 1672.8, 1950.7, 1361.2],
969
+ ["2022-07/2023-06", 1672.8, 1950.7, 1361.2],
970
+ ["2022-10/2023-09", 1700.3, 1958.8, 1416.7],
971
+ ["2023", 1731.9, 1977.9, 1462.7],
972
+ ["2023-04/2024-03", 1763.4, 1995.6, 1508.9],
973
+ ["2023-07/2024-06", 1809.9, 2038.3, 1556.1],
974
+ ["2023-10/2024-09", 1789.5, 1996.4, 1552.3],
975
+ ["2024", 1804.6, 2006.0, 1568.1],
976
+ ],
977
+ 'informal_periodo': [
978
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
979
+ ],
980
+ 'actividad_trimestral': [],
981
+ 'poblacion_ocupada': []
982
+ },
983
+ 'Tacna': {
984
+ 'desempleo_trimestral': [
985
+ ["2022-Q1", 7.1, None, None],
986
+ ["2022-Q2", 3.5, None, None],
987
+ ["2022-Q3", 2.7, None, None],
988
+ ["2022-Q4", 2.8, None, None],
989
+ ["2023-Q1", 8.8, 8.7, 8.9],
990
+ ["2023-Q2", 7.4, 6.6, 8.4],
991
+ ["2023-Q3", 5.9, 6.1, 5.7],
992
+ ["2023-Q4", 5.1, 4.5, 6.0],
993
+ ["2024-Q1", 8.5, 7.6, 9.7],
994
+ ["2024-Q2", 8.3, 9.0, 7.5],
995
+ ["2024-Q3", 6.6, 5.8, 7.6],
996
+ ["2024-Q4", 6.1, 6.2, 6.0],
997
+ ],
998
+ 'ingresos_periodo': [
999
+ ["2022-04/2023-03", 1536.4, 1708.2, 1313.5],
1000
+ ["2022-07/2023-06", 1568.6, 1737.1, 1349.7],
1001
+ ["2022-10/2023-09", 1603.6, 1766.7, 1394.7],
1002
+ ["2023", 1624.3, 1785.2, 1420.0],
1003
+ ["2023-04/2024-03", 1659.6, 1824.6, 1447.2],
1004
+ ["2023-07/2024-06", 1666.0, 1832.8, 1451.7],
1005
+ ["2023-10/2024-09", 1645.3, 1799.6, 1447.2],
1006
+ ["2024", 1686.6, 1850.7, 1474.1],
1007
+ ],
1008
+ 'informal_periodo': [
1009
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
1010
+ ],
1011
+ 'actividad_trimestral': [
1012
+ ["2024-Q3",None,None,None]
1013
+ ],
1014
+ 'poblacion_ocupada': [
1015
+ ["2022-Q2", 158.2, 86.6, 71.6],
1016
+ ["2023-Q2", 161.5, 89.9, 71.6],
1017
+ ["2023-Q3", 166.0, 91.6, 74.5],
1018
+ ["2024-Q2", 165.4, 91.7, 73.6],
1019
+ ["2024-Q3", 167.0, 93.5, 73.6],
1020
+ ]
1021
+ },
1022
+ 'Tarapoto': {
1023
+ 'desempleo_trimestral': [
1024
+ ["2022-Q1", 3.5, None, None],
1025
+ ["2022-Q2", 2.1, None, None],
1026
+ ["2022-Q3", 2.2, None, None],
1027
+ ["2022-Q4", 2.5, None, None],
1028
+ ["2023-Q1", 4.7, 4.4, 5.2], # Hay dos valores para hombres y mujeres
1029
+ ["2023-Q2", 4.6, 3.8, 5.6], # Hay dos valores para hombres y mujeres
1030
+ ["2023-Q3", 4.6, 5.2, 3.8], # Hay dos valores para hombres y mujeres
1031
+ ["2023-Q4", 4.4, 3.9, 5.1],
1032
+ ["2024-Q1", 5.8, 6.1, 5.4],
1033
+ ["2024-Q2", 5.0, 4.9, 5.2],
1034
+ ["2024-Q3", 4.0, 3.5, 4.7],
1035
+ ["2024-Q4", 2.8, 2.0, 4.0],
1036
+ ],
1037
+ 'ingresos_periodo': [
1038
+ ["2023-04/2024-03", 1903.9, 2136.1, 1583.3],
1039
+ ["2023-07/2024-06", 1928.3, 2163.4, 1608.5],
1040
+ ["2023-10/2024-09", 1981.4, 2214.1, 1661.9],
1041
+ ["2024", 2021.5, 2265.3, 1684.8],
1042
+ ["2022-04/2023-03",1863.4,2059.1,1580.5],
1043
+ ["2022-07/2023-06",1852.9,2051.5,1565.0],
1044
+ ["2022-10/2023-09",1863.1,2072.9,1560.7],
1045
+ ["2023",1893.2,2114.3,1579.0]
1046
+ ],
1047
+ 'informal_periodo': [
1048
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
1049
+ ],
1050
+ 'actividad_trimestral': [
1051
+ ###
1052
+ ["2024-Q3", 72.2, None, None],
1053
+ ],
1054
+ 'poblacion_ocupada': [
1055
+ ["2022-Q1", 87.8, 51.9, 35.8],
1056
+ ["2023-Q1", 87.0, 50.9, 36.1],
1057
+ ]
1058
+ },
1059
+ 'Trujillo': {
1060
+ 'desempleo_trimestral': [
1061
+ ["2022-Q1", 6.7, None, None],
1062
+ ["2022-Q2", 3.9, None, None],
1063
+ ["2022-Q3", 3.6, None, None],
1064
+ ["2022-Q4", 3.9, None, None],
1065
+ ["2023-Q1", 8.2, 5.3, 11.5],
1066
+ ["2023-Q2", 7.1, 5.6, 8.8],
1067
+ ["2023-Q3", 5.6, 3.5, 7.8],
1068
+ ["2023-Q4", 5.3, 4.0, 6.8],
1069
+ ["2024-Q1", 5.7, 4.7, 6.9],
1070
+ ["2024-Q2", 5.0, 3.2, 7.1],
1071
+ ["2024-Q3", 3.6, 2.1, 5.4],
1072
+ ["2024-Q4", 3.8, 2.7, 5.0],
1073
+ ],
1074
+ 'ingresos_periodo': [
1075
+ ["2022-04/2023-03", 1845.8, 2147.2, 1464.1],
1076
+ ["2022-07/2023-06", 1857.0, 2151.1, 1489.6],
1077
+ ["2022-10/2023-09", 1909.2, 2215.3, 1530.1],
1078
+ ["2023", 1975.4, 2298.1, 1586.4],
1079
+ ["2023-04/2024-03", 1987.4, 2319.0, 1592.1],
1080
+ ["2023-07/2024-06", 2012.6, 2340.0, 1614.7],
1081
+ ["2023-10/2024-09", 2013.9, 2304.1, 1654.2],
1082
+ ["2024", 1989.7, 2255.1, 1656.6],
1083
+ ],
1084
+ 'informal_periodo': [
1085
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
1086
+ ],
1087
+ 'actividad_trimestral': [
1088
+ ["2023-Q3",None,None,None],
1089
+ ["2024-Q3",69.1,None,None]
1090
+ ],
1091
+ 'poblacion_ocupada': [
1092
+ ["2022-Q1", 490.8, 266.5, 224.2],
1093
+ ["2022-Q3", 505.0, 275.5, 229.5],
1094
+ ["2023-Q1", 542.4, 289.2, 253.3],
1095
+ ["2023-Q2", 500.1, 266.9, 233.2],
1096
+ ["2023-Q3", 542.4, 289.2, 253.3],
1097
+ ["2024-Q2", 515.9, 282.6, 233.3],
1098
+ ["2024-Q3", 536.0, 294.9, 241.0],
1099
+ ]
1100
+ },
1101
+ 'Tumbes': {
1102
+ 'desempleo_trimestral': [
1103
+ ["2023-Q1", 6.3, 4.8, 8.4],
1104
+ ["2023-Q2", 5.7, 4.3, 7.7],
1105
+ ["2023-Q3", 5.2, 4.8, 5.9],
1106
+ ["2023-Q4", 5.9, 4.8, 7.7],
1107
+ ["2024-Q1", 6.7, 4.7, 9.6],
1108
+ ["2024-Q2", 7.0, 5.7, 8.8],
1109
+ ["2024-Q3", 7.4, 5.1, 10.9],
1110
+ ["2024-Q4", 6.9, 6.5, 7.4],
1111
+ ],
1112
+ 'ingresos_periodo': [
1113
+ ["2022-04/2023-03", 1554.9, 1663.3, 1376.7],
1114
+ ["2022-07/2023-06", 1590.2, 1710.0, 1395.6],
1115
+ ["2022-10/2023-09", 1623.7, 1765.0, 1397.3],
1116
+ ["2023", 1640.7, 1791.0, 1401.3],
1117
+ ["2023-04/2024-03", 1654.5, 1809.0, 1409.6],
1118
+ ["2023-07/2024-06", 1701.0, 1853.8, 1464.9],
1119
+ ["2023-10/2024-09", 1732.5, 1867.3, 1520.9],
1120
+ ["2024", 1779.2, 1918.3, 1557.7],
1121
+ ],
1122
+ 'informal_periodo': [
1123
+ ["2022-04/2023-03", 68.6, 70.2, 66.1],
1124
+ ["2024",None,61.5,68.5]
1125
+ ],
1126
+ 'actividad_trimestral': [
1127
+ ["2023-Q3",69.4,None,None],
1128
+ ["2024-Q1",67.2,None,None],
1129
+ ["2024-Q3",68.5,None,None]
1130
+ ],
1131
+ 'poblacion_ocupada': [
1132
+ ["2023-Q1", 52.5, 31.6, 20.9],
1133
+ ["2023-Q2", 52.1, 31.6, 20.5],
1134
+ ]
1135
+ },
1136
+ 'Juliaca': {
1137
+ 'desempleo_trimestral': [
1138
+ ["2023-Q4", 6.3, 6.3, 6.3],
1139
+ ["2024-Q4", 7.6, 7.6, 7.6],
1140
+ ],
1141
+ 'ingresos_periodo': [
1142
+ ["2023", 1298.6, 1638.7, 899.9],
1143
+ ["2024", 1298.6, 1638.7, 899.9]
1144
+ ],
1145
+ 'informal_periodo': [
1146
+ # No hay datos numéricos específicos, solo inferencias de gráficos.
1147
+ ],
1148
+ 'actividad_trimestral': [],
1149
+ 'poblacion_ocupada': []
1150
+ }
1151
+ }
1152
+
1153
+
1154
+ #DATA
1155
+
1156
+
1157
  COLORES = {
1158
  'Total': '#2C3E50',
1159
  'Hombres': '#3498DB',