Datasets del curso DS-Python UP 2026-II (part 3)

.gitattributes

@@ -362,3 +362,40 @@ _data/eu_maps/VG250_GEM.dbf filter=lfs diff=lfs merge=lfs -text
 _data/eu_maps/VG250_GEM.shp filter=lfs diff=lfs merge=lfs -text
 _data/eu_maps/VG250_LAN.shp filter=lfs diff=lfs merge=lfs -text
 _data/eu_maps/ch_raster.tif filter=lfs diff=lfs merge=lfs -text
+_data/eu_maps/gadm36_DEU_0.shp filter=lfs diff=lfs merge=lfs -text
+_data/eu_maps/german_states.shp filter=lfs diff=lfs merge=lfs -text
+_data/eu_maps/german_states_plot.shp filter=lfs diff=lfs merge=lfs -text
+_data/group5_ass8_2024_2/MSZ_Map1.html filter=lfs diff=lfs merge=lfs -text
+_data/group5_ass8_2024_2/output_file.csv filter=lfs diff=lfs merge=lfs -text
+_data/new_up_data_sysdif_block_lvl_ver2.csv filter=lfs diff=lfs merge=lfs -text
+_data/peru_districts_centroids.xlsx filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10[[:space:]](1)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11[[:space:]](1)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C11[[:space:]](1)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C11.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C11.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C12/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C12.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R11_C12.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C11[[:space:]](1)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C11.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C11[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C11.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C12[[:space:]](1)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C12[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C12.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C12[[:space:]](1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R12_C12.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C10/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C10/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C10.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C10/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C10.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C11[[:space:]](2)/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C11[[:space:]](2)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C11.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C11[[:space:]](2)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C11.tif.ovr filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C12/GHSL_Data_Package_2023_light.pdf filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C12.tif filter=lfs diff=lfs merge=lfs -text
+_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R9_C12.tif.ovr filter=lfs diff=lfs merge=lfs -text

_data/eu_maps/gadm36_DEU_0.cpg

@@ -0,0 +1 @@
+UTF-8

_data/eu_maps/gadm36_DEU_0.prj

@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]

_data/eu_maps/gadm36_DEU_0.shp

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:758683a5037a1812f8baf603886260820080d8ce8f897ca6e0a311f7ae33f07b
+size 1966424

_data/eu_maps/german_states.cpg

@@ -0,0 +1 @@
+ISO-8859-1

_data/eu_maps/german_states.prj

@@ -0,0 +1 @@
+PROJCS["CH1903_LV03",GEOGCS["GCS_CH1903",DATUM["D_CH1903",SPHEROID["Bessel_1841",6377397.155,299.1528128]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]],PROJECTION["Hotine_Oblique_Mercator_Azimuth_Center"],PARAMETER["latitude_of_center",46.95240555555556],PARAMETER["longitude_of_center",7.439583333333333],PARAMETER["azimuth",90],PARAMETER["scale_factor",1],PARAMETER["false_easting",600000],PARAMETER["false_northing",200000],UNIT["Meter",1]]

_data/eu_maps/german_states.shp

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aaf6fe7f0d5d9dfa101e0cb244714b0b5b82f8154942fdc805dc2081a8639b7
+size 3333724

_data/eu_maps/german_states_plot.shp

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aaf6fe7f0d5d9dfa101e0cb244714b0b5b82f8154942fdc805dc2081a8639b7
+size 3333724

_data/final_result_ta.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daa8d47626eb96be6f9b58f572d0dce67bf74e6a19e0bc74f2414e184e300ace
+size 79679742

_data/group5_ass8_2024_2/MSZ_Map1.html

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd871a2061bedbe81e7e6fc8e5b9dc6a24a2b5ac77f439d96272d4d447d68b9c
+size 14191768

_data/group5_ass8_2024_2/output_file.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbf3dfda9b5c166f43d4ad053e1b1a2e5518a37764e14ed9e5af7b64a6b433e6
+size 92548573

_data/groups2.html

@@ -0,0 +1,90 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Grupo 1</th>
+      <th>Grupo 2</th>
+      <th>Grupo 3</th>
+      <th>Grupo 4</th>
+      <th>Grupo 5</th>
+      <th>Grupo 6</th>
+      <th>Grupo 7</th>
+      <th>Grupo 8</th>
+      <th>Grupo 9</th>
+      <th>Grupo 10</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>CORNEJO SANCHEZ, CHRISTIAN SANTOS</td>
+      <td>TINTAYA ORIHUELA, MEIR ALVARO</td>
+      <td>LUZON CUEVA, BIANCA MARIETTE</td>
+      <td>MEZA HINOJO, GUSTAVO</td>
+      <td>TORRES ANICAMA, JANE CAMILA</td>
+      <td>LEVANO TORRES, VALERIA CECILIA</td>
+      <td>AGUILAR GARCIA, ERICK JOSUE</td>
+      <td>HUANCAYA IDONE, CESAR DANTE</td>
+      <td>HINOJOSA CAHUANA, PERCY ALBERTH</td>
+      <td>SOTO PACHERRES, RODRIGO FRANCO</td>
+    </tr>
+    <tr>
+      <td>ORELLANA QUISPE, CRISTIAN NASSER</td>
+      <td>CHAVEZ MARTINEZ, JOSELIN ALEXANDRA</td>
+      <td>SUAÑA ZEGARRA, ADRIAN ANDRE</td>
+      <td>LOZADA MURILLO, PERSEO MARCELO</td>
+      <td>LOPEZ ESTRADA, MARIA ELISA</td>
+      <td>ESQUIVES BRAVO, SEBASTIAN RENATO</td>
+      <td>CALDAS VELASQUEZ, JOSUE DANIEL</td>
+      <td>CALVO PORTOCARRERO, GABRIELA ISABEL</td>
+      <td>ANGLAS GARCÍA, KEVIN ARTURO</td>
+      <td>INGARUCA RIVERA, GRETTEL ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td>MORALES CHOQUEHUANCA, ANGELICA KARINA</td>
+      <td>FIGUEROA MURO, LEONEL ARTURO</td>
+      <td>SOTO POMACHAGUA, DORKAS YOMIRA JHERMY</td>
+      <td>ZAMBRANO JIMENEZ, MIGUEL ALONZO</td>
+      <td>BOYCO ORAMS, ALEJANDRO</td>
+      <td>PEREZ GONZALES, JUAN CARLOS</td>
+      <td>SALAS NUÑEZ BORJA, FABIO MANUEL</td>
+      <td>IBAÑEZ ABANTO, ANGEL MAURICIO</td>
+      <td>ALDAVE ACOSTA, CESAR ERNESTO</td>
+      <td>ROJAS HUAMAN, ROSA ANGELA</td>
+    </tr>
+    <tr>
+      <td>GUIMARAY RIBEYRO, JOSE ROBERTO</td>
+      <td>GOMEZ CRIBILLERO, JOSE FELIPE</td>
+      <td>FIORENTINO MARTINEZ, LADY ALY</td>
+      <td>JACOBS LUQUE, NICOLAS</td>
+      <td>DIAZ BERROSPI, KARLINE ROSMELI</td>
+      <td>OTERO MAGUIÑA, MARIANA</td>
+      <td>PIZARRO VILLANES, FERNANDA NICOLLE</td>
+      <td>MELÉNDEZ APONTE, JUAN DIEGO</td>
+      <td>NÚÑEZ HUAMÁN, CÉSAR AGUSTO</td>
+      <td>NEYRA SALAS, DANTE OMAR</td>
+    </tr>
+    <tr>
+      <td>CAMACHO GAVIDIA, ABEL FERNANDO</td>
+      <td>PALOMINO SEGUÍN, AFRANIA</td>
+      <td>LAMA MAVILA, HECTOR ANDRE</td>
+      <td>VIDAL VIDAL, ROCIO GABRIELA</td>
+      <td>RIEGA ESCALANTE, STEPHY ROSARIO</td>
+      <td>CLAVO CAMPOS, ANDREA BRIZETH</td>
+      <td>QUILLATUPA MORALES, ANGELA ADELINA</td>
+      <td>CRISTIAN SERRANO, ARONE</td>
+      <td>OBREGON HUAMAN, DIANA EDITH</td>
+      <td>HUERTA ESPINOZA, YAJAIRA ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td>HUANCA MARTINEZ, JORGE ALBERTO</td>
+      <td>FLORES CADILLO, ALEXIS</td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+    </tr>
+  </tbody>
+</table>

_data/groups2022_2.html

@@ -0,0 +1,90 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Grupo 1</th>
+      <th>Grupo 2</th>
+      <th>Grupo 3</th>
+      <th>Grupo 4</th>
+      <th>Grupo 5</th>
+      <th>Grupo 6</th>
+      <th>Grupo 7</th>
+      <th>Grupo 8</th>
+      <th>Grupo 9</th>
+      <th>Grupo 10</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>CORNEJO SANCHEZ, CHRISTIAN SANTOS</td>
+      <td>TINTAYA ORIHUELA, MEIR ALVARO</td>
+      <td>LUZON CUEVA, BIANCA MARIETTE</td>
+      <td>MEZA HINOJO, GUSTAVO</td>
+      <td>TORRES ANICAMA, JANE CAMILA</td>
+      <td>LEVANO TORRES, VALERIA CECILIA</td>
+      <td>AGUILAR GARCIA, ERICK JOSUE</td>
+      <td>HUANCAYA IDONE, CESAR DANTE</td>
+      <td>HINOJOSA CAHUANA, PERCY ALBERTH</td>
+      <td>SOTO PACHERRES, RODRIGO FRANCO</td>
+    </tr>
+    <tr>
+      <td>ORELLANA QUISPE, CRISTIAN NASSER</td>
+      <td>CHAVEZ MARTINEZ, JOSELIN ALEXANDRA</td>
+      <td>SUAÑA ZEGARRA, ADRIAN ANDRE</td>
+      <td>LOZADA MURILLO, PERSEO MARCELO</td>
+      <td>LOPEZ ESTRADA, MARIA ELISA</td>
+      <td>ESQUIVES BRAVO, SEBASTIAN RENATO</td>
+      <td>CALDAS VELASQUEZ, JOSUE DANIEL</td>
+      <td>CALVO PORTOCARRERO, GABRIELA ISABEL</td>
+      <td>ANGLAS GARCÍA, KEVIN ARTURO</td>
+      <td>INGARUCA RIVERA, GRETTEL ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td>MORALES CHOQUEHUANCA, ANGELICA KARINA</td>
+      <td>FIGUEROA MURO, LEONEL ARTURO</td>
+      <td>SOTO POMACHAGUA, DORKAS YOMIRA JHERMY</td>
+      <td>ZAMBRANO JIMENEZ, MIGUEL ALONZO</td>
+      <td>BOYCO ORAMS, ALEJANDRO</td>
+      <td>PEREZ GONZALES, JUAN CARLOS</td>
+      <td>SALAS NUÑEZ BORJA, FABIO MANUEL</td>
+      <td>IBAÑEZ ABANTO, ANGEL MAURICIO</td>
+      <td>ALDAVE ACOSTA, CESAR ERNESTO</td>
+      <td>ROJAS HUAMAN, ROSA ANGELA</td>
+    </tr>
+    <tr>
+      <td>GUIMARAY RIBEYRO, JOSE ROBERTO</td>
+      <td>GOMEZ CRIBILLERO, JOSE FELIPE</td>
+      <td>FIORENTINO MARTINEZ, LADY ALY</td>
+      <td>JACOBS LUQUE, NICOLAS</td>
+      <td>DIAZ BERROSPI, KARLINE ROSMELI</td>
+      <td>OTERO MAGUIÑA, MARIANA</td>
+      <td>PIZARRO VILLANES, FERNANDA NICOLLE</td>
+      <td>MELÉNDEZ APONTE, JUAN DIEGO</td>
+      <td>NÚÑEZ HUAMÁN, CÉSAR AGUSTO</td>
+      <td>NEYRA SALAS, DANTE OMAR</td>
+    </tr>
+    <tr>
+      <td>CAMACHO GAVIDIA, ABEL FERNANDO</td>
+      <td>PALOMINO SEGUÍN, AFRANIA</td>
+      <td>LAMA MAVILA, HECTOR ANDRE</td>
+      <td>VIDAL VIDAL, ROCIO GABRIELA</td>
+      <td>RIEGA ESCALANTE, STEPHY ROSARIO</td>
+      <td>CLAVO CAMPOS, ANDREA BRIZETH</td>
+      <td>QUILLATUPA MORALES, ANGELA ADELINA</td>
+      <td>CRISTIAN SERRANO, ARONE</td>
+      <td>OBREGON HUAMAN, DIANA EDITH</td>
+      <td>HUERTA ESPINOZA, YAJAIRA ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td>HUANCA MARTINEZ, JORGE ALBERTO</td>
+      <td>FLORES CADILLO, ALEXIS</td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+    </tr>
+  </tbody>
+</table>

_data/groups2022_2_pt1.html

@@ -0,0 +1,55 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Grupo 1</th>
+      <th>Grupo 2</th>
+      <th>Grupo 3</th>
+      <th>Grupo 4</th>
+      <th>Grupo 5</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>CORNEJO SANCHEZ, CHRISTIAN SANTOS</td>
+      <td>TINTAYA ORIHUELA, MEIR ALVARO</td>
+      <td>LUZON CUEVA, BIANCA MARIETTE</td>
+      <td>MEZA HINOJO, GUSTAVO</td>
+      <td>TORRES ANICAMA, JANE CAMILA</td>
+    </tr>
+    <tr>
+      <td>ORELLANA QUISPE, CRISTIAN NASSER</td>
+      <td>CHAVEZ MARTINEZ, JOSELIN ALEXANDRA</td>
+      <td>SUAÑA ZEGARRA, ADRIAN ANDRE</td>
+      <td>LOZADA MURILLO, PERSEO MARCELO</td>
+      <td>LOPEZ ESTRADA, MARIA ELISA</td>
+    </tr>
+    <tr>
+      <td>MORALES CHOQUEHUANCA, ANGELICA KARINA</td>
+      <td>FIGUEROA MURO, LEONEL ARTURO</td>
+      <td>SOTO POMACHAGUA, DORKAS YOMIRA JHERMY</td>
+      <td>ZAMBRANO JIMENEZ, MIGUEL ALONZO</td>
+      <td>BOYCO ORAMS, ALEJANDRO</td>
+    </tr>
+    <tr>
+      <td>GUIMARAY RIBEYRO, JOSE ROBERTO</td>
+      <td>GOMEZ CRIBILLERO, JOSE FELIPE</td>
+      <td>FIORENTINO MARTINEZ, LADY ALY</td>
+      <td>JACOBS LUQUE, NICOLAS</td>
+      <td>DIAZ BERROSPI, KARLINE ROSMELI</td>
+    </tr>
+    <tr>
+      <td>CAMACHO GAVIDIA, ABEL FERNANDO</td>
+      <td>PALOMINO SEGUÍN, AFRANIA</td>
+      <td>LAMA MAVILA, HECTOR ANDRE</td>
+      <td>VIDAL VIDAL, ROCIO GABRIELA</td>
+      <td>RIEGA ESCALANTE, STEPHY ROSARIO</td>
+    </tr>
+    <tr>
+      <td>HUANCA MARTINEZ, JORGE ALBERTO</td>
+      <td>FLORES CADILLO, ALEXIS</td>
+      <td></td>
+      <td></td>
+      <td></td>
+    </tr>
+  </tbody>
+</table>

_data/groups2022_2_pt2.html

@@ -0,0 +1,55 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Grupo 6</th>
+      <th>Grupo 7</th>
+      <th>Grupo 8</th>
+      <th>Grupo 9</th>
+      <th>Grupo 10</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>LEVANO TORRES, VALERIA CECILIA</td>
+      <td>AGUILAR GARCIA, ERICK JOSUE</td>
+      <td>HUANCAYA IDONE, CESAR DANTE</td>
+      <td>HINOJOSA CAHUANA, PERCY ALBERTH</td>
+      <td>SOTO PACHERRES, RODRIGO FRANCO</td>
+    </tr>
+    <tr>
+      <td>ESQUIVES BRAVO, SEBASTIAN RENATO</td>
+      <td>CALDAS VELASQUEZ, JOSUE DANIEL</td>
+      <td>CALVO PORTOCARRERO, GABRIELA ISABEL</td>
+      <td>ANGLAS GARCÍA, KEVIN ARTURO</td>
+      <td>INGARUCA RIVERA, GRETTEL ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td>PEREZ GONZALES, JUAN CARLOS</td>
+      <td>SALAS NUÑEZ BORJA, FABIO MANUEL</td>
+      <td>IBAÑEZ ABANTO, ANGEL MAURICIO</td>
+      <td>ALDAVE ACOSTA, CESAR ERNESTO</td>
+      <td>ROJAS HUAMAN, ROSA ANGELA</td>
+    </tr>
+    <tr>
+      <td>OTERO MAGUIÑA, MARIANA</td>
+      <td>PIZARRO VILLANES, FERNANDA NICOLLE</td>
+      <td>MELÉNDEZ APONTE, JUAN DIEGO</td>
+      <td>NÚÑEZ HUAMÁN, CÉSAR AGUSTO</td>
+      <td>NEYRA SALAS, DANTE OMAR</td>
+    </tr>
+    <tr>
+      <td>CLAVO CAMPOS, ANDREA BRIZETH</td>
+      <td>QUILLATUPA MORALES, ANGELA ADELINA</td>
+      <td>CRISTIAN SERRANO, ARONE</td>
+      <td>OBREGON HUAMAN, DIANA EDITH</td>
+      <td>HUERTA ESPINOZA, YAJAIRA ALEXANDRA</td>
+    </tr>
+    <tr>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+      <td></td>
+    </tr>
+  </tbody>
+</table>

_data/groups2023.html

@@ -0,0 +1,81 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th>Grupo 1</th>
+      <th>Grupo 10</th>
+      <th>Grupo 11</th>
+      <th>Grupo 12</th>
+      <th>Grupo 13</th>
+      <th>Grupo 2</th>
+      <th>Grupo 3</th>
+      <th>Grupo 4</th>
+      <th>Grupo 5</th>
+      <th>Grupo 6</th>
+      <th>Grupo 7</th>
+      <th>Grupo 8</th>
+      <th>Grupo 9</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>ORTIZ PAREDES, CÉSAR MARCELO</td>
+      <td>CALDERON NEYRA, JOSE DANIEL</td>
+      <td>FLOREZ OKUMURA, LEONARDO ANTONIO</td>
+      <td>SORIA PEÑA, CARLOS ALFREDO</td>
+      <td>DIAZ GONZALES, EMMANUEL</td>
+      <td>TITO SANTA CRUZ, KERLY MABEL</td>
+      <td>CORDOVA GAMBOA, ANA PAOLA</td>
+      <td>ZUÑIGA ROMERO, ADRIANA VIOLETA</td>
+      <td>MIÑAN SANCHEZ, LUIS FERNANDO</td>
+      <td>QUISPE MACAVILCA, LUIS CLAUDIO</td>
+      <td>RAMIREZ DE LA CRUZ, KELLY GUADALUPE</td>
+      <td>BENITES GARNIQUE, JOSUE MARCIAL</td>
+      <td>MONTJOY PITA, DANIEL GERAY</td>
+    </tr>
+    <tr>
+      <td>CHINCHAY HABICH, FIORELLA ALEXANDRA</td>
+      <td>PINCHI MOREY, CINTHYA VALERIA</td>
+      <td>MORRO MUÑOZ, AURI W</td>
+      <td>MOLLA LEON, WALTER</td>
+      <td>ALARCON GUTIERREZ, EDUARDO BASILIO</td>
+      <td>MEZA VASQUEZ, MILAGROS</td>
+      <td>GAVILAN CASTAÑEDA, MAYRA ALEXANDRA</td>
+      <td>PLASENCIA CUSTODIO, CLAUDIA JIMENA</td>
+      <td>HUAMAN GARCIA, YANELL VALERYN</td>
+      <td>VENERO ACURIO, MARIA DEL CARMEN</td>
+      <td>ZAPATA ROJAS, ALVARO DANTE</td>
+      <td>SUAREZ PATILONGO, MICHAEL SALVADOR</td>
+      <td>VISURRAGA RODIL, JOEL ANDRE</td>
+    </tr>
+    <tr>
+      <td>RAMIREZ GOMERO, VIVIAN RUTH</td>
+      <td>HERRERA ALCOCER, MARIA INES</td>
+      <td>HUAMAN LOAYZA, GUIDO</td>
+      <td>CAJAS FALCÓN, ALONDRA NICOLE</td>
+      <td>ABURTO CAMACLLANQUI, ELÍAS</td>
+      <td>REYNA NIEVA, GINO SALVATTORE</td>
+      <td>RIVAS SU, JUAN DIEGO</td>
+      <td>ECHEVARRIA CARHUANCHO, FRANCISCO ANDRES</td>
+      <td>PASAPERA OROZCO, OSMAN ALDER</td>
+      <td>DELGADO DIAZ, DIEGO GONZALO</td>
+      <td>REMUZGO MELENDEZ, CARMEN ELIZABETH</td>
+      <td>SILVA ZARATE, CECILIA ISAI</td>
+      <td>SALAZAR RODRIGUEZ, MATTIAS GUSTAVO</td>
+    </tr>
+    <tr>
+      <td>MENCHOLA GUERRERO, JULISSA ELENA</td>
+      <td>SÁNCHEZ PRIETO, FERNANDO ALONSO</td>
+      <td>TOLEDO RENGIFO, NURIA</td>
+      <td>PANDO PILCO, MARTIN DE JESUS</td>
+      <td>SANTANDER ALVA, DANIELA</td>
+      <td>ARISTA APARI, SERGHI GIANFRANCO</td>
+      <td>AVILES ELIAS, GABRIEL MARCIAL</td>
+      <td>VERA ROMAN, JOSSELYNE ANTUANE</td>
+      <td>FLORES GOICOCHEA, DANIELA SOFIA</td>
+      <td>CANELO CASTILLO, GONZALO ANDRES</td>
+      <td>VELAZCO MUÑOZ, ANAMILE</td>
+      <td>TORREJON MAGUIÑA, CLAUDIA FIORELLA</td>
+      <td>RIVAS MADUEÑO, MAURICIO RICARDO</td>
+    </tr>
+  </tbody>
+</table>

_data/institutos1.csv

@@ -0,0 +1,216 @@
+cod_mod,ltimoden_metaatencion,cuentadeid_postulante_procesoadm,sumaden_flagingresante,sumaden_flagmatriculado,ratio,ratio1,dif,dif1,nlat_ie,nlong_ie,population_ccpp,altitude,Dblock1km,Dblock2km,Dblock3km,Dblock5km,Dblock10km,Dblock20km,Dblock30km,_merge
+207597,307,481,302,301,.98045605,1.5667752,-6,174,-13.52107,-71.97748,106400,3386,14840369,742184,494123,296073,148036,7418,4912,matched (3)
+207613,240,502,204,204,.85000002,2.0916667,-36,262,-13.63997,-72.88261,45864,2342,14970470,748235,499156,299094,149047,7423,4915,matched (3)
+239970,537,1047,484,476,.88640594,1.9497206,-61,510,-15.47827,-70.12756,216716,3831,17000163,850081,566054,340032,170016,8508,5605,matched (3)
+262311,423,526,353,349,.82505912,1.2434988,-74,103,-6.23041,-77.86942999999999,23202,2358,6781025,339512,226341,135205,67102,3351,2234,matched (3)
+273979,425,544,411,405,.95294118,1.28,-20,119,-6.49004,-76.36539000000001,67362,309,7070857,353428,235285,141171,70085,3542,2328,matched (3)
+276188,570,461,426,406,.71228069,.80877191,-164,-109,-14.05115,-75.75387000000001,124789,409,15430789,771394,514263,308157,154078,7739,5126,matched (3)
+290924,415,813,391,390,.93975902,1.9590361,-25,398,-9.9344,-76.23690000000001,57596,1896,10870843,543421,362281,217168,108084,5442,3628,matched (3)
+310656,327,520,327,326,.99694192,1.590214,-1,193,-18.01575,-70.24829,86095,579,19810176,990088,660058,396035,198017,9908,6605,matched (3)
+356972,480,430,316,316,.65833336,.89583331,-164,-50,-5.18106,-80.66289,0,39,5621336,281668,187445,112267,56133,2866,1844,matched (3)
+380501,180,112,112,110,.6111111,.62222224,-70,-68,-11.2539,-74.637,,,12330665,616332,411221,246133,123066,6133,4122,matched (3)
+391151,992,1311,932,929,.93649191,1.3215725,-63,319,-7.16051,-78.512,150197,2715,7811096,390548,260365,156219,78109,3954,2636,matched (3)
+391169,629,1170,580,580,.92209858,1.8600954,-49,541,-6.85847,-78.1452,16721,2609,7471056,373528,249352,149211,74105,3752,2435,matched (3)
+412189,803,1630,754,740,.92154419,2.0298879,-63,827,-9.521179999999999,-77.52506,47581,3069,10420986,521493,347328,208197,104098,5249,3432,matched (3)
+419937,540,1152,516,516,.95555556,2.1333334,-24,612,-13.16993,-74.19741000000001,97390,2749,14450616,722308,481205,289123,144061,7230,4820,matched (3)
+421412,525,1357,525,472,.89904761,2.5847619,-53,832,-12.78588,-74.97243,30918,3676,14030702,701351,467234,280140,140070,7035,4623,matched (3)
+453761,860,897,804,800,.93023258,1.0430232,-60,37,-6.76202,-79.83548999999999,161110,30,7371244,368622,245414,147248,73124,3662,2441,matched (3)
+453787,338,967,328,324,.9585799,2.8609467,-14,629,-6.5636,-78.6485,16531,2389,7151112,357556,238370,143222,71111,3555,2337,matched (3)
+474320,510,792,463,455,.89215684,1.5529412,-55,282,-15.87551,-69.99554000000001,160,3833,17440148,872074,581049,348029,174014,8707,5804,matched (3)
+512855,360,360,276,276,.76666665,1,-84,0,-4.912,-80.6947,0,65,5321339,266669,177446,106267,53133,2666,1744,matched (3)
+567784,298,300,268,254,.85234898,1.0067114,-44,2,-17.21399,-70.94074000000001,29312,712,18920254,946127,630084,378050,189025,9412,6308,matched (3)
+575126,447,1140,444,444,.99328858,2.5503356,-3,693,-13.66356,-73.34892000000001,0,3091,15000522,750261,500174,300104,150052,7526,5017,matched (3)
+575308,180,275,177,177,.98333335,1.5277778,-3,95,-14.1019,-72.7019,2612,3262,15480450,774225,516150,309090,154045,7722,5115,matched (3)
+575779,460,570,378,369,.80217391,1.2391304,-91,110,-10.66411,-76.25261999999999,24105,4361,11680845,584422,389281,233169,116084,5842,3828,matched (3)
+576553,397,550,372,371,.9345088,1.3853904,-26,153,-6.03121,-76.96302,39250,885,6560924,328462,218308,131184,65092,3246,2130,matched (3)
+584755,427,769,382,375,.87822014,1.8009368,-52,342,-8.38598,-74.5686,75953,155,9160657,458328,305219,183131,91065,4532,3021,matched (3)
+586669,516,1047,515,544,1.0542636,2.0290697,28,531,-14.1424,-71.40813,2574,3476,15530306,776153,517102,310061,155030,7715,5110,matched (3)
+591859,330,367,308,307,.93030304,1.1121212,-23,37,-14.68809,-74.12099000000001,0,3195,16130608,806304,537202,322121,161060,8030,5320,matched (3)
+591909,180,297,169,169,.93888891,1.65,-11,117,-13.30178,-72.12163,11817,3364,14600385,730192,486128,292077,146038,7319,4812,matched (3)
+595090,378,437,345,343,.9074074,1.1560847,-35,59,-5.8982,-76.1294,45348,148,6410831,320415,213277,128166,64083,3241,2127,matched (3)
+597278,542,584,491,482,.88929892,1.0774908,-60,42,-9.140940000000001,-77.74014,6074,2540,10001010,500505,333336,200202,100101,5050,3333,matched (3)
+598367,366,692,350,350,.95628417,1.8907104,-16,326,-8.822699999999999,-77.46272,13,829,9650980,482490,321326,193196,96098,4849,3232,matched (3)
+604371,300,734,300,300,1,2.4466667,0,434,-12.9344,-74.2487,26026,2665,14190622,709311,473207,283124,141062,7031,4720,matched (3)
+607366,1383,218,197,72,.052060738,.15762834,-1311,-1165,-12.04935,-77.03283999999999,299493,157,13210932,660466,440310,264186,132093,6646,4431,matched (3)
+608299,300,320,271,271,.90333331,1.0666667,-29,20,-13.4285,-76.13222,0,88,14740831,737415,491277,294166,147083,7341,4927,matched (3)
+609370,502,501,399,394,.78486055,.99800795,-108,-1,-11.38346,-75.68850999999999,546,3003,12480782,624391,416260,249156,124078,6239,4126,matched (3)
+610519,363,514,335,335,.92286503,1.415978,-28,151,-9.829599999999999,-76.80370000000001,2278,3202,10760906,538453,358302,215181,107090,5345,3530,matched (3)
+611525,431,784,431,431,1,1.8190255,0,353,-6.38208,-78.81929,16728,2618,6951131,347565,231377,139226,69113,3456,2337,matched (3)
+622936,366,257,235,228,.62295079,.70218581,-138,-109,-7.9025,-78.56570000000001,11489,2652,8631102,431551,287367,172220,86110,4355,2836,matched (3)
+622969,391,554,391,391,1,1.4168798,0,163,-7.8179,-78.0395,0,3179,8531044,426522,284348,170208,85104,4252,2834,matched (3)
+623025,300,411,294,294,.98000002,1.37,-6,111,-8.2742,-77.2963,3536,3198,9040961,452480,301320,180192,90096,4548,3032,matched (3)
+630558,330,1031,297,295,.89393938,3.1242423,-35,701,-14.91316,-70.20224,16035,3866,16380171,819085,546057,327034,163017,8108,5405,matched (3)
+630616,300,616,300,300,1,2.0533333,0,316,-15.3627,-70.36279999999999,4949,3871,16880189,844094,562063,337037,168018,8409,5606,matched (3)
+634659,706,763,603,575,.81444758,1.0807365,-131,57,-8.12524,-79.02797,294730,26,8871154,443577,295384,177230,88115,4457,2938,matched (3)
+636811,496,1221,439,438,.88306451,2.4616935,-58,725,-5.05796,-73.85096,22055,113,5480577,274288,182192,109115,54057,2728,1819,matched (3)
+637116,420,417,342,335,.79761904,.99285716,-85,-3,-15.00902,-73.77972,0,3145,16490570,824285,549190,329114,164057,8228,5419,matched (3)
+642090,255,251,246,244,.95686275,.98431373,-11,-4,-7.6217,-78.05019,14528,2630,8321045,416522,277348,166209,83104,4152,2734,matched (3)
+642348,469,512,317,317,.67590618,1.0916845,-152,43,-5.7045,-78.80580000000001,63208,721,6201129,310564,206376,124225,62112,3156,2037,matched (3)
+644807,90,78,60,60,.66666669,.86666667,-30,-12,-10.15305,-77.15257,3321,3384,11120945,556472,370315,222189,111094,5547,3731,matched (3)
+653584,110,110,104,99,.89999998,1,-11,0,-7.36391,-78.80364,3221,2672,8031129,401564,267376,160225,80112,4056,2637,matched (3)
+653592,179,189,174,173,.96648043,1.0558659,-6,10,-7.11742,-78.83001,3185,15,7761132,388566,258377,155226,77113,3856,2537,matched (3)
+666479,260,299,241,238,.91538459,1.15,-22,39,-8.348940000000001,-74.58647000000001,0,96,9120659,456329,304219,182131,91065,4532,3021,matched (3)
+676312,235,402,235,234,.99574471,1.7106383,-1,167,-6.4202,-76.51600000000001,8883,801,6990874,349437,233291,139174,69087,3443,2329,matched (3)
+681627,281,305,265,264,.93950176,1.0854093,-17,24,-9.353210000000001,-77.17287,4406,3118,10230947,511473,341315,204189,102094,5147,3431,matched (3)
+686618,377,350,291,288,.76392573,.92838198,-89,-27,-9.12415,-78.51390000000001,112254,39,9981097,499548,332365,199219,99109,4954,3336,matched (3)
+688069,180,337,180,174,.96666664,1.8722222,-6,157,-12.78581,-74.97895,0,3675,14030703,701351,467234,280140,140070,7035,4623,matched (3)
+688341,292,307,257,266,.91095889,1.0513699,-26,15,-12.5927,-69.1888,56382,204,13810058,690029,460019,276011,138005,6902,4601,matched (3)
+690388,270,223,213,210,.77777779,.82592595,-60,-47,-7.4216,-79.5064,12171,46,8101207,405603,270402,162241,81120,4060,2740,matched (3)
+695452,880,1523,791,787,.89431816,1.7306818,-93,643,-16.3605,-71.5437,0,2506,17980321,899160,599107,359064,179032,8916,5910,matched (3)
+696385,142,150,130,130,.91549295,1.0563381,-12,8,-7.0003,-78.8485,3124,2581,7631134,381567,254378,152226,76113,3856,2537,matched (3)
+697235,570,826,525,521,.91403508,1.4491228,-49,256,-12.06349,-75.2841,13519,3257,13230737,661368,441245,264147,132073,6636,4424,matched (3)
+702902,449,450,323,202,.44988865,1.0022272,-247,1,-3.73515,-73.25191,155029,98,4020511,201255,134170,80102,40051,2025,1317,matched (3)
+708164,293,453,248,244,.83276451,1.5460751,-49,160,-5.6541,-78.49979999999999,406,475,6141095,307547,204365,122219,61109,3054,2036,matched (3)
+713099,325,516,306,306,.94153845,1.5876923,-19,191,-9.552429999999999,-76.82738000000001,4308,3436,10450909,522454,348303,209181,104090,5245,3430,matched (3)
+714725,317,503,274,274,.8643533,1.5867507,-43,186,-6.66928,-78.53131999999999,15632,2568,7261098,363549,242366,145219,72109,3654,2436,matched (3)
+721951,270,342,247,245,.9074074,1.2666667,-25,72,-13.6309,-74.14270000000001,2280,2552,14960610,748305,498203,299122,149061,7430,4920,matched (3)
+726414,341,375,307,306,.89736068,1.0997068,-35,34,-7.18157,-76.73829000000001,23441,293,7830899,391449,261299,156179,78089,3944,2629,matched (3)
+732370,427,636,400,400,.93676817,1.4894613,-27,209,-12.216,-76.9306,381790,191,13400920,670460,446306,268184,134092,6746,4430,matched (3)
+751800,76,87,66,66,.86842108,1.1447369,-10,11,-8.93074,-76.10332,14028,573,9770828,488414,325276,195165,97082,4841,3227,matched (3)
+759217,359,419,359,357,.99442899,1.1671309,-2,60,-6.61574,-78.94949,4660,22,7211145,360572,240381,144229,72114,3657,2438,matched (3)
+768630,210,74,72,72,.34285715,.35238096,-138,-136,-5.6304,-78.53830000000001,406,436,6121099,306549,204366,122219,61109,3054,2036,matched (3)
+783399,220,404,198,198,.89999998,1.8363637,-22,184,-14.28296,-71.22042,41352,3565,15680285,784142,522095,313057,156028,7814,5209,matched (3)
+784561,210,56,56,34,.16190477,.26666668,-176,-154,-14.05135,-75.7525,0,445,15430789,771394,514263,308157,154078,7739,5126,matched (3)
+811489,75,83,75,73,.97333336,1.1066667,-2,8,-8.09564,-78.15067999999999,2234,2864,8841056,442528,294352,176211,88105,4452,2935,matched (3)
+815084,185,210,174,172,.9297297,1.1351352,-13,25,-7.33141,-78.17118000000001,43,2290,8001058,400529,266352,160211,80105,4052,2635,matched (3)
+817544,220,132,131,131,.59545457,.60000002,-89,-88,-8.37618,-74.56950999999999,75953,157,9150657,457328,305219,183131,91065,4532,3021,matched (3)
+886556,390,21,20,20,.051282052,.053846154,-370,-369,-14.0628,-75.73437,124789,410,15440787,772393,514262,308157,154078,7739,5126,matched (3)
+886564,542,116,107,105,.19372694,.21402214,-437,-426,-14.06224,-75.73125,124789,417,15440787,772393,514262,308157,154078,7739,5126,matched (3)
+886572,60,0,0,0,0,0,-60,-60,-14.07306,-75.72703,124789,30,15450786,772393,515262,309157,154078,7739,5126,matched (3)
+891770,440,285,270,248,.56363636,.64772725,-192,-155,-16.60199,-72.70256000000001,692,37,18250450,912225,608150,365090,182045,9122,6015,matched (3)
+891952,110,139,110,107,.9727273,1.2636364,-3,29,-16.38784,-71.54900000000001,74766,2366,18010321,900160,600107,360064,180032,9016,6010,matched (3)
+892109,467,180,159,159,.34047109,.38543898,-308,-287,-16.39935,-71.52288,61519,2397,18020318,901159,600106,360063,180031,9015,6010,matched (3)
+898429,90,76,72,71,.78888887,.84444445,-19,-14,-15.77308,-73.36253000000001,3708,1758,17330523,866261,577174,346104,173052,8626,5717,matched (3)
+920207,930,762,519,514,.55268818,.81935483,-416,-168,-12.06796,-75.21005,,,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+920231,150,92,74,74,.49333334,.61333334,-76,-58,-12.04845,-75.20177,139380,3295,13210728,660364,440242,264145,132072,6636,4424,matched (3)
+920264,120,100,93,90,.75,.83333331,-30,-20,-12.06796,-75.21005,110303,3256,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+920298,300,57,57,55,.18333334,.19,-245,-243,-12.0644,-75.21445,139380,3253,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+920322,560,450,362,322,.57499999,.8035714,-238,-110,-12.05921,-75.22029000000001,139380,3255,13220730,661365,440243,264146,132073,6636,4424,matched (3)
+920330,600,232,210,184,.30666667,.38666666,-416,-368,-12.06796,-75.21005,,,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+920363,150,159,131,125,.83333331,1.0599999,-25,9,-12.05417,-75.22092000000001,139380,3265,13220730,661365,440243,264146,132073,6636,4424,matched (3)
+920421,180,110,95,75,.41666666,.6111111,-105,-70,-12.06087,-75.21489,139380,3261,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+920454,90,46,46,44,.48888889,.51111114,-46,-44,-12.06304,-75.21519000000001,139380,3258,13230729,661364,441243,264145,132072,6636,4424,matched (3)
+926840,287,293,252,252,.87804878,1.020906,-35,6,-5.75167,-78.44438,25930,437,6251089,312544,208363,125217,62108,3154,2036,matched (3)
+926865,130,193,130,128,.98461539,1.4846153,-2,63,-5.14397,-78.99681,11266,1254,5581150,279575,186383,111230,55115,2757,1838,matched (3)
+928655,322,342,290,284,.88198757,1.0621119,-38,20,-13.51273,-71.97511,106400,3461,14830369,741184,494123,296073,148036,7418,4912,matched (3)
+928846,210,221,204,204,.97142857,1.0523809,-6,11,-13.63684,-72.88091,45864,2388,14970469,748234,499156,299093,149046,7423,4915,matched (3)
+930057,90,146,90,90,1,1.6222222,0,56,-14.28821,-73.2581,0,1723,15690511,784255,523170,313102,156051,7825,5217,matched (3)
+931014,190,282,190,185,.97368419,1.4842105,-5,92,-13.2565,-71.62390000000001,552,2828,14550330,727165,485110,291066,145033,7216,4811,matched (3)
+931519,240,244,199,199,.82916665,1.0166667,-41,4,-14.27621,-71.22353,41352,3554,15680285,784142,522095,313057,156028,7814,5209,matched (3)
+931550,644,364,324,315,.48913044,.56521738,-329,-280,-14.79923,-71.41132,23867,346,16250306,812153,541102,325061,162030,8115,5410,matched (3)
+932368,150,373,143,143,.95333332,2.4866667,-7,223,-13.94416,-72.1756,3154,3838,15310391,765195,510130,306078,153039,7619,5113,matched (3)
+932392,150,206,119,119,.79333335,1.3733333,-31,56,-13.8398,-72.4301,1025,3142,15190419,759209,506139,303083,151041,7520,5013,matched (3)
+932475,91,110,82,82,.90109891,1.2087913,-9,19,-13.9217,-71.6845,2154,3211,15280336,764168,509112,305067,152033,7616,5011,matched (3)
+933168,555,349,316,260,.46846846,.62882882,-295,-206,-13.51953,-71.98321,106400,3422,14840370,742185,494123,296074,148037,7418,4912,matched (3)
+933218,137,209,137,137,1,1.5255475,0,72,-12.85686,-72.69482000000001,26573,1034,14110449,705224,470149,282089,141044,7022,4714,matched (3)
+933242,740,476,464,464,.62702703,.64324325,-276,-264,-12.8665,-72.68892,26573,1033,14120448,706224,470149,282089,141044,7022,4714,matched (3)
+933622,727,706,639,639,.87895459,.97111416,-88,-21,-13.53143,-71.93196,89648,3290,14850364,742182,495121,297072,148036,7418,4912,matched (3)
+933788,98,138,98,94,.95918369,1.4081633,-4,40,-13.8197,-71.54859999999999,0,3205,15170321,758160,505107,303064,151032,7516,5010,matched (3)
+934158,500,510,390,383,.76599997,1.02,-117,10,-13.52528,-71.95493,59134,3345,14850366,742183,495122,297073,148036,7418,4912,matched (3)
+1000694,30,38,30,30,1,1.2666667,0,8,-9.1304,-78.50703,112254,48,9991096,499548,333365,199219,99109,4954,3336,matched (3)
+1016328,100,191,97,97,.97000003,1.91,-3,91,-5.2407,-79.4502,6852,1890,5681201,284600,189400,113240,56120,2860,1840,matched (3)
+1025683,270,331,260,258,.95555556,1.2259259,-12,61,-15.19937,-69.76868,114,3849,16700123,835061,556041,334024,167012,8306,5504,matched (3)
+1027093,30,0,0,0,0,0,-30,-30,-16.08824,-69.63882,0,3860,17680109,884054,589036,353021,176010,8805,5803,matched (3)
+1027473,155,119,104,84,.5419355,.76774192,-71,-36,-15.49004,-70.12688,0,3831,17020163,851081,567054,340032,170016,8508,5605,matched (3)
+1027564,90,130,90,90,1,1.4444444,0,40,-15.3635,-69.4936,4262,3842,16880092,844046,562030,337018,168009,8404,5603,matched (3)
+1027754,180,237,163,162,.89999998,1.3166667,-18,57,-16.20651,-69.46038,8157,3840,17810089,890044,593029,356017,178008,8904,5902,matched (3)
+1029305,870,246,236,231,.26551723,.28275862,-639,-624,-16.24867,-69.09839,11934,3830,17860048,893024,595016,357009,178004,8902,5901,matched (3)
+1029313,180,22,21,21,.11666667,.12222222,-159,-158,-16.24427,-69.09257,11934,3845,17850048,892024,595016,357009,178004,8902,5901,matched (3)
+1029909,250,141,120,118,.472,.56400001,-132,-109,-15.83865,-70.02428000000001,0,3831,17400151,870075,580050,348030,174015,8707,5805,matched (3)
+1041961,220,166,149,142,.64545453,.75454545,-78,-54,-9.04599,-77.80868,13330,2264,9891018,494509,329339,197203,98101,4950,3233,matched (3)
+1061498,164,166,120,120,.73170733,1.0121951,-44,2,-14.0374,-71.5731,3563,3696,15410324,770162,513108,308064,154032,7716,5110,matched (3)
+1065374,200,227,186,186,.93000001,1.135,-14,27,-13.0833,-76.3892,26730,24,14360860,718430,478286,287172,143086,7143,4728,matched (3)
+1065416,270,310,257,252,.93333334,1.1481482,-18,40,-12.05721,-77.07199,299493,88,13220936,661468,440312,264187,132093,6646,4431,matched (3)
+1066216,716,436,426,361,.50418997,.60893857,-355,-280,-12.05871,-77.04595999999999,81909,127,13220933,661466,440311,264186,132093,6646,4431,matched (3)
+1066414,963,158,156,136,.14122534,.16407061,-827,-805,-12.0653,-77.03665,81909,136,13230932,661466,441310,264186,132093,6646,4431,matched (3)
+1067057,1053,980,923,865,.82146251,.93067425,-188,-73,-12.07673,-77.04389999999999,66171,115,13240933,662466,441311,264186,132093,6646,4431,matched (3)
+1067131,549,109,101,101,.18397085,.1985428,-448,-440,-12.07691,-77.03529,299493,3397,13240932,662466,441310,264186,132093,6646,4431,matched (3)
+1078880,176,184,162,162,.92045456,1.0454545,-14,8,-8.4465,-76.46169999999999,6841,544,9230868,461434,307289,184173,92086,4643,3028,matched (3)
+1093152,240,241,208,208,.86666667,1.0041667,-32,1,-14.82383,-74.93259999999999,21993,599,16280698,814349,542232,325139,162069,8134,5423,matched (3)
+1096924,173,272,173,171,.98843932,1.5722543,-2,99,-6.91515,-76.33224,5860,228,7540854,377427,251284,150170,75085,3742,2528,matched (3)
+1101716,260,164,145,145,.55769229,.63076925,-115,-96,-9.16349,-77.36660999999999,2082,3362,10020969,501484,334323,200193,100096,5048,3332,matched (3)
+1112044,420,430,384,366,.87142855,1.0238096,-54,10,-9.929550000000001,-76.23965,71707,1899,10870843,543421,362281,217168,108084,5442,3628,matched (3)
+1113224,532,343,317,308,.57894737,.64473683,-224,-189,-6.67954,-78.51915,15632,2532,7281097,364548,242365,145219,72109,3654,2436,matched (3)
+1114081,1392,776,669,509,.36566091,.55747128,-883,-616,-12.06415,-77.10044000000001,129107,48,13230939,661469,441313,264187,132093,6646,4431,matched (3)
+1114131,830,76,62,62,.074698798,.091566265,-768,-754,-12.09069,-77.03816000000001,55242,108,13260932,663466,442310,265186,132093,6646,4431,matched (3)
+1114362,1017,500,418,417,.4100295,.49164209,-600,-517,-11.97355,-77.00792,898443,243,13130929,656464,437309,262185,131092,6546,4330,matched (3)
+1114404,1112,436,406,394,.35431653,.39208633,-718,-676,-11.92636,-77.05503,486977,130,13080934,654467,436311,261186,130093,6546,4331,matched (3)
+1114446,210,108,87,87,.41428572,.51428574,-123,-102,-11.95373,-77.05768000000001,486977,94,13110934,655467,437311,262186,131093,6546,4331,matched (3)
+1114644,684,125,114,113,.16520467,.18274854,-571,-559,-11.97857,-77.0763,318140,60,13140937,657468,438312,262187,131093,6546,4331,matched (3)
+1114735,360,93,77,77,.21388888,.25833333,-283,-267,-12.0095,-77.00905,898443,214,13170929,658464,439309,263185,131092,6546,4330,matched (3)
+1115088,120,0,0,0,0,0,-120,-120,-12.08973,-77.01833000000001,,,13260930,663465,442310,265186,132093,6646,4431,matched (3)
+1115120,390,257,117,29,.074358977,.65897435,-361,-133,-12.11111,-76.87488999999999,67553,371,13280914,664457,442304,265182,132091,6645,4430,matched (3)
+1115138,300,69,63,63,.20999999,.23,-237,-231,-12.09646,-76.77598999999999,132498,354,13270903,663451,442301,265180,132090,6645,4430,matched (3)
+1115245,481,309,281,230,.47817048,.64241165,-251,-172,-12.21321,-76.93709,381790,174,13390921,669460,446307,267184,133092,6646,4430,matched (3)
+1115328,600,360,309,288,.47999999,.60000002,-312,-240,-12.21856,-76.93808,381790,154,13400921,670460,446307,268184,134092,6746,4430,matched (3)
+1116136,170,196,152,152,.89411765,1.1529412,-18,26,-17.02406,-72.00455,105,85,18710372,935186,623124,374074,187037,9318,6212,matched (3)
+1122993,60,0,0,0,0,0,-60,-60,-12.05871,-77.04595999999999,,,13220933,661466,440311,264186,132093,6646,4431,matched (3)
+1123249,1068,264,236,182,.17041199,.24719101,-886,-804,-12.01393,-77.07534,579561,69,13170936,658468,439312,263187,131093,6546,4331,matched (3)
+1123397,649,409,321,305,.46995378,.63020033,-344,-240,-11.86678,-77.07771,233602,186,13010937,650468,433312,260187,130093,6546,4331,matched (3)
+1123488,630,241,233,205,.32539684,.38253969,-425,-389,-12.06794,-76.98795,478278,210,13230927,661463,441309,264185,132092,6646,4430,matched (3)
+1124247,750,330,295,222,.296,.44,-528,-420,-12.01667,-77.00467999999999,898443,211,13180929,659464,439309,263185,131092,6546,4330,matched (3)
+1124270,255,76,76,0,0,.29803923,-255,-179,-13.07775,-76.38743,26730,42,14350860,717430,478286,287172,143086,7143,4728,matched (3)
+1124395,282,124,96,86,.30496454,.43971631,-196,-158,-12.65776,-76.63236000000001,,,13890887,694443,463295,277177,138088,6944,4629,matched (3)
+1124635,289,227,191,109,.37716264,.78546715,-180,-62,-11.49541,-77.20719,,,12600951,630475,420317,252190,126095,6347,4231,matched (3)
+1124726,560,336,269,268,.47857141,.60000002,-292,-224,-12.04174,-76.93053000000001,478278,318,13200920,660460,440306,264184,132092,6646,4430,matched (3)
+1125079,60,19,19,19,.31666666,.31666666,-41,-41,-12.02962,-77.00997,,,13190929,659464,439309,263185,131092,6546,4330,matched (3)
+1125111,60,42,38,38,.63333333,.69999999,-22,-18,-13.07775,-76.38743,26730,42,14350860,717430,478286,287172,143086,7143,4728,matched (3)
+1125764,313,223,199,199,.63578272,.71246004,-114,-90,-18.01777,-70.25185000000001,86095,566,19810177,990088,660059,396035,198017,9908,6605,matched (3)
+1135292,300,236,221,219,.73000002,.78666669,-81,-64,-7.15737,-78.51537,150197,2719,7801097,390548,260365,156219,78109,3954,2636,matched (3)
+1140102,60,0,0,0,0,0,-60,-60,-13.1592,-74.22828,,,14440619,722309,481206,288123,144061,7230,4820,matched (3)
+1140144,770,394,364,364,.47272727,.51168829,-406,-376,-13.15878,-74.22736999999999,97390,2764,14440619,722309,481206,288123,144061,7230,4820,matched (3)
+1141167,270,14,14,10,.037037037,.05185185,-260,-256,-13.70938,-76.20868,50477,15,15050840,752420,501280,301168,150084,7542,5028,matched (3)
+1141795,150,222,146,145,.96666664,1.48,-5,72,-13.68212,-76.16076,18849,66,15020835,751417,500278,300167,150083,7541,5027,matched (3)
+1148485,214,197,194,187,.87383175,.92056078,-27,-17,-3.74177,-73.25091999999999,155029,94,4030511,201255,134170,80102,40051,2025,1317,matched (3)
+1150739,150,229,150,150,1,1.5266666,0,79,-4.83014,-76.5517,6532,4196,5230878,261439,174292,104175,52087,2643,1729,matched (3)
+1154210,600,214,213,161,.26833335,.35666665,-439,-386,-15.49249,-70.1284,216716,3833,17020163,851081,567054,340032,170016,8508,5605,matched (3)
+1157916,257,228,214,213,.82879376,.88715953,-44,-29,-6.6459,-79.7856,31777,41,7241238,362619,241412,144247,72123,3661,2441,matched (3)
+1158187,30,30,30,30,1,1,0,0,-6.50623,-79.85809,,,7081246,354623,236415,141249,70124,3562,2341,matched (3)
+1158294,624,280,241,238,.38141027,.44871795,-386,-344,-6.7715,-79.83866,260794,35,7381244,369622,246414,147248,73124,3662,2441,matched (3)
+1158484,420,309,298,290,.69047618,.73571426,-130,-111,-6.77233,-79.83116,260794,33,7381243,369621,246414,147248,73124,3662,2441,matched (3)
+1160191,342,394,314,311,.90935671,1.1520468,-31,52,-10.3007,-74.9449,3243,251,11280699,564349,376233,225139,112069,5634,3723,matched (3)
+1164177,80,48,48,35,.4375,.60000002,-45,-32,-7.84955,-79.14462,,,8571167,428583,285389,171233,85116,4258,2838,matched (3)
+1164698,110,22,22,22,.2,.2,-88,-88,-7.79007,-79.22205,4910,108,8501175,425587,283391,170235,85117,4258,2839,matched (3)
+1165265,150,145,135,135,.89999998,.96666664,-15,-5,-8.14315,-78.17375,5881,3104,8891059,444529,296353,177211,88105,4452,2935,matched (3)
+1167006,208,74,10,10,.048076924,.35576922,-198,-134,-7.90226,-78.56625,,,8631102,431551,287367,172220,86110,4355,2836,matched (3)
+1174424,90,130,90,90,1,1.4444444,0,40,-8.11528,-79.02495999999999,294730,37,8861153,443576,295384,177230,88115,4457,2938,matched (3)
+1174465,240,248,1,1,.0041666669,1.0333333,-239,8,-8.124090000000001,-79.02226,,,8871153,443576,295384,177230,88115,4457,2938,matched (3)
+1174507,450,308,307,307,.68222225,.68444443,-143,-142,-8.11665,-79.02464999999999,294730,32,8861153,443576,295384,177230,88115,4457,2938,matched (3)
+1174580,240,96,82,82,.34166667,.40000001,-158,-144,-8.11863,-79.02392999999999,294730,30,8871153,443576,295384,177230,88115,4457,2938,matched (3)
+1175447,200,0,0,0,0,0,-200,-200,-8.103770000000001,-79.03546,,,8851155,442577,295385,177231,88115,4457,2938,matched (3)
+1176551,162,43,36,36,.22222222,.26543209,-126,-119,-8.11176,-79.02869,294730,37,8861154,443577,295384,177230,88115,4457,2938,matched (3)
+1180769,70,113,70,66,.94285715,1.6142857,-4,43,-4.6332,-79.71489,6047,2742,5011230,250615,167410,100246,50123,2561,1641,matched (3)
+1192293,120,23,10,10,.083333336,.19166666,-110,-97,-12.11074,-76.97906999999999,289597,85,13280926,664463,442308,265185,132092,6646,4430,matched (3)
+1192830,300,304,242,242,.80666667,1.0133333,-58,4,-12.01212,-77.10460999999999,415888,31,13170940,658470,439313,263188,131094,6547,4331,matched (3)
+1192954,480,285,267,264,.55000001,.59375,-216,-195,-12.07409,-77.16323,4370,6,13240946,662473,441315,264189,132094,6647,4431,matched (3)
+1193259,345,636,344,343,.99420291,1.8434782,-2,291,-7.34123,-75.00797,15036,162,8010706,400353,267235,160141,80070,4035,2623,matched (3)
+1196336,390,141,137,136,.34871796,.36153847,-254,-249,-6.85507,-79.30732,5518,201,7471185,373592,249395,149237,74118,3759,2439,matched (3)
+1198019,417,418,329,307,.736211,1.0023981,-110,1,-12.94183,-74.25020000000001,26026,1063,14200622,710311,473207,284124,142062,7131,4720,matched (3)
+1200591,390,66,40,40,.1025641,.16923077,-350,-324,-14.26576,-71.23002,41352,3541,15660286,783143,522095,313057,156028,7814,5209,matched (3)
+1222124,575,396,387,383,.66608697,.68869567,-192,-179,-5.7088,-78.80783,,,6201129,310564,206376,124225,62112,3156,2037,matched (3)
+1227982,532,595,452,437,.8214286,1.1184211,-95,63,-11.77368,-75.4923,16424,3371,12910760,645380,430253,258152,129076,6438,4325,matched (3)
+1232891,165,53,48,44,.26666668,.32121211,-121,-112,-12.06367,-76.94851,,,13230922,661461,441307,264184,132092,6646,4430,matched (3)
+1243211,925,361,300,257,.27783784,.39027026,-668,-564,-8.1157,-79.02005,294730,34,8861153,443576,295384,177230,88115,4457,2938,matched (3)
+1255389,395,180,172,168,.42531645,.4556962,-227,-215,-16.4097,-71.53386,61519,2332,18030320,901160,601106,360064,180032,9016,6010,matched (3)
+1255587,90,50,46,21,.23333333,.55555558,-69,-40,-11.98931,-76.8194,41110,663,13150908,657454,438302,263181,131090,6545,4330,matched (3)
+1255629,74,79,46,46,.62162161,1.0675676,-28,5,-3.75564,-73.25579999999999,155029,99,4040511,202255,134170,80102,40051,2025,1317,matched (3)
+1257013,630,373,323,323,.51269841,.59206349,-307,-257,-12.15437,-76.97779,362643,108,13330926,666463,444308,266185,133092,6646,4430,matched (3)
+1260223,210,134,134,134,.63809526,.63809526,-76,-76,-16.40434,-71.53946999999999,61519,2328,18030320,901160,601106,360064,180032,9016,6010,matched (3)
+1273911,153,188,153,147,.96078432,1.2287582,-6,35,-14.89719,-70.58796,11,4023,16360214,818107,545071,327042,163021,8110,5407,matched (3)
+1275759,390,483,336,223,.57179487,1.2384615,-167,93,-3.55727,-80.44333,0,295,3821311,191655,127437,76262,38131,1965,1243,matched (3)
+1321769,130,44,44,44,.33846155,.33846155,-86,-86,-12.10676,-77.03083,85065,104,13280931,664465,442310,265186,132093,6646,4431,matched (3)
+1345081,238,116,116,115,.48319328,.48739496,-123,-122,-16.07656,-72.49262,3108,627,17670426,883213,589142,353085,176042,8821,5814,matched (3)
+1386531,150,157,104,100,.66666669,1.0466666,-50,7,-13.5353,-71.98079,64075,3241,14860369,743184,495123,297073,148036,7418,4912,matched (3)
+1394196,150,109,99,98,.65333331,.72666669,-52,-41,-12.86332,-72.69288,26573,1060,14110449,705224,470149,282089,141044,7022,4714,matched (3)
+1396217,120,118,82,82,.68333334,.98333335,-38,-2,-13.77014,-71.84229999999999,1680,3036,15120354,756177,504118,302070,151035,7517,5011,matched (3)
+1421106,150,0,0,0,0,0,-150,-150,-14.06394,-75.72920000000001,,,15440787,772393,514262,308157,154078,7739,5126,matched (3)
+1445071,320,162,55,55,.171875,.50625002,-265,-158,-8.11176,-79.02869,,,8861154,443577,295384,177230,88115,4457,2938,matched (3)
+1450915,425,459,333,331,.77882355,1.08,-94,34,-7.22809,-79.43002,36770,133,7881199,394599,262399,157239,78119,3959,2639,matched (3)
+1461144,90,51,45,45,.5,.56666666,-45,-39,-6.76945,-79.83166,,,7381243,369621,246414,147248,73124,3662,2441,matched (3)
+1468057,120,41,41,41,.34166667,.34166667,-79,-79,-12.16264,-76.94429,,,13340922,667461,444307,266184,133092,6646,4430,matched (3)
+1468248,60,0,0,0,0,0,-60,-60,-11.95714,-77.04984,,,13110934,655467,437311,262186,131093,6546,4331,matched (3)
+1468594,1566,250,241,202,.12899107,.1596424,-1364,-1316,-12.02987,-77.05831000000001,579561,125,13190935,659467,439311,263187,131093,6546,4331,matched (3)
+1468610,284,74,71,71,.25,.26056337,-213,-210,-12.08215,-77.05295,66171,115,13250934,662467,441311,265186,132093,6646,4431,matched (3)
+1545623,210,266,184,177,.84285712,1.2666667,-33,56,-16.1394,-70.5358,1175,3780,17740208,887104,591069,354041,177020,8810,5906,matched (3)
+1595495,206,144,141,137,.66504854,.69902915,-69,-62,-18.0137,-70.2508,86095,577,19810177,990088,660059,396035,198017,9908,6605,matched (3)
+1637859,180,134,125,125,.69444442,.74444443,-55,-46,-13.63631,-72.87916,45864,2392,14970469,748234,499156,299093,149046,7423,4915,matched (3)

_data/macroeconomia.csv

@@ -0,0 +1,205 @@
+Fecha,IPM,TC,RIN ,IPC,RATE,DIPM,DTC,DRIN,DIPC
+2003-1,2.83506,1.25634,9.18519,4.41828,3.75,13.73166,0.83108,12.50532,2.25690
+2003-2,2.85371,1.25004,9.21777,4.42295,3.8,12.48664,0.16400,13.17984,2.76396
+2003-3,2.84717,1.24993,9.24303,4.43407,3.82,7.76170,0.65330,17.18115,3.33857
+2003-4,2.80982,1.24554,9.24188,4.43356,3.84,1.97256,0.69980,13.92729,2.56103
+2003-5,2.88617,1.24686,9.23065,4.43324,3.78,6.81493,0.92160,12.37214,2.39028
+2003-6,2.90421,1.24515,9.21771,4.42850,3.74,7.20489,-0.02949,9.03019,2.14356
+2003-7,2.88562,1.24360,9.20775,4.42700,3.47,1.65358,-1.71755,4.02464,1.95993
+2003-8,2.89522,1.24523,9.19672,4.42714,3.01,4.59117,-2.50080,-1.76997,1.87255
+2003-9,2.96723,1.24621,9.20893,4.43271,2.77,16.88525,-3.89581,-0.99404,1.95715
+2003-10,2.98515,1.24379,9.21241,4.43320,2.71,14.67393,-3.83124,-0.60717,1.29078
+2003-11,3.02492,1.24284,9.24471,4.43487,2.6,17.29055,-2.96840,5.52212,1.85849
+2003-12,3.05881,1.24441,9.22931,4.44050,2.51,19.53328,-1.26301,5.90091,2.45341
+2004-1,3.13978,1.24680,9.25529,4.44586,2.41,30.47227,-0.95385,7.01035,2.75827
+2004-2,3.16529,1.24964,9.24401,4.45666,2.52,31.15785,-0.03924,2.62470,3.37077
+2004-3,3.22543,1.24537,9.23849,4.46125,2.48,37.82659,-0.45611,-0.45434,2.71858
+2004-4,3.15396,1.24649,9.24402,4.46103,2.49,34.41363,0.09518,0.21384,2.74668
+2004-5,3.15619,1.24953,9.27523,4.46456,2.48,27.00157,0.26673,4.45834,3.13193
+2004-6,3.17614,1.24576,9.29806,4.47018,2.46,27.19260,0.06095,8.03489,4.16840
+2004-7,3.19429,1.23637,9.30739,4.47211,2.44,30.86768,-0.72350,9.96391,4.51065
+2004-8,3.23211,1.22133,9.31055,4.47202,2.67,33.68872,-2.38970,11.38311,4.48766
+2004-9,3.22886,1.20976,9.34694,4.47218,2.73,26.16311,-3.64533,13.80153,3.94730
+2004-10,3.32372,1.19850,9.43064,4.47194,2.93,33.85730,-4.52964,21.82283,3.87453
+2004-11,3.27583,1.19352,9.42817,4.47481,3.02,25.09069,-4.93128,18.34544,3.99358
+2004-12,3.28391,1.18702,9.44271,4.47472,3,22.51024,-5.73851,21.33944,3.42186
+2005-1,3.31628,1.18445,9.47041,4.47572,2.98,17.65017,-6.23562,21.51188,2.98595
+2005-2,3.32465,1.18100,9.48699,4.47337,2.9,15.93574,-6.86408,24.29732,1.67083
+2005-3,3.34271,1.18403,9.50219,4.47985,2.93,11.72767,-6.13356,26.37058,1.85953
+2005-4,3.35422,1.18311,9.50686,4.48104,3.03,20.02664,-6.33845,26.28342,2.00105
+2005-5,3.33585,1.18228,9.53576,4.48230,3.01,17.96616,-6.72505,26.05232,1.77408
+2005-6,3.35363,1.18055,9.53597,4.48493,2.99,17.74880,-6.52124,23.79155,1.47525
+2005-7,3.35856,1.18175,9.62946,4.48598,3.01,16.42724,-5.46210,32.20706,1.38689
+2005-8,3.37924,1.18136,9.52108,4.48418,2.96,14.71279,-3.99691,21.05313,1.21666
+2005-9,3.41688,1.19437,9.54979,4.48324,2.99,18.80168,-1.53907,20.28487,1.10565
+2005-10,3.44683,1.21758,9.54041,4.48469,3.04,12.31031,1.90791,10.97749,1.27408
+2005-11,3.47601,1.21321,9.52597,4.48537,3.02,20.01781,1.96896,9.78000,1.05550
+2005-12,3.55052,1.22837,9.55186,4.48955,3.34,26.66118,4.13439,10.91509,1.48321
+2006-1,3.57362,1.21893,9.54595,4.49453,3.58,25.73410,3.44833,7.55452,1.88147
+2006-2,3.58563,1.18828,9.53932,4.50000,3.82,26.09801,0.72732,5.23292,2.66315
+2006-3,3.57699,1.20773,9.56781,4.50456,4.12,23.42826,2.37007,6.56183,2.47118
+2006-4,3.71009,1.20550,9.56752,4.50965,4.42,35.58635,2.23921,6.06641,2.86114
+2006-5,3.84528,1.19105,9.55291,4.50436,4.48,50.94328,0.87765,1.71530,2.20553
+2006-6,3.81114,1.18598,9.57635,4.50303,4.53,45.75113,0.54369,4.03802,1.80951
+2006-7,3.82426,1.18055,9.58308,4.50132,4.5,46.56939,-0.11947,-4.63831,1.53437
+2006-8,3.82809,1.17526,9.63593,4.50272,4.44,44.88493,-0.61030,11.48528,1.85339
+2006-9,3.83417,1.17605,9.65088,4.50299,4.51,41.72981,-1.83179,10.10831,1.97508
+2006-10,3.84514,1.17592,9.68661,4.50343,4.5,39.83107,-4.16544,14.61987,1.87418
+2006-11,3.87489,1.16597,9.72625,4.50060,4.48,39.88863,-4.72434,20.02844,1.52360
+2006-12,3.85344,1.16052,9.75628,4.50086,4.51,30.29165,-6.78482,20.44184,1.13106
+2007-1,3.80702,1.15553,9.78165,4.50095,4.47,23.33955,-6.34040,23.56960,0.64213
+2007-2,3.79197,1.15610,9.80046,4.50355,4.48,20.63449,-3.21714,26.11426,0.35448
+2007-3,3.77068,1.15987,9.80995,4.50703,4.51,19.36943,-4.78618,24.21408,0.24659
+2007-4,3.84624,1.15878,9.87355,4.50881,4.51,13.61551,-4.67178,30.60313,-0.08408
+2007-5,3.89685,1.15781,9.95826,4.51371,4.49,5.15719,-3.32438,40.53457,0.93594
+2007-6,3.83420,1.15850,9.97697,4.51840,4.52,2.30617,-2.74844,40.06213,1.53716
+2007-7,3.90295,1.15534,10.04794,4.52315,4.69,7.86923,-2.52129,46.48599,2.18216
+2007-8,3.92004,1.15194,10.07840,4.52451,4.77,9.19563,-2.33196,44.24709,2.17972
+2007-9,3.91376,1.14134,10.05614,4.53062,4.97,7.95863,-3.47141,40.52635,2.76299
+2007-10,3.96303,1.10708,10.14552,4.53375,4.98,11.78938,-6.88443,45.89146,3.03274
+2007-11,3.94513,1.09413,10.19699,4.53486,4.99,7.02367,-7.18455,47.07383,3.42623
+2007-12,3.89274,1.08679,10.23082,4.53939,4.99,3.92978,-7.37321,47.45409,3.85251
+2008-1,3.94640,1.07586,10.33069,4.54160,4.44,13.93876,-7.96692,54.90394,4.06488
+2008-2,3.97297,1.06194,10.37701,4.55063,5.02,18.09983,-9.41611,57.65501,4.70868
+2008-3,3.98819,1.03360,10.41039,4.56100,5.21,21.75010,-12.62696,60.04377,5.39691
+2008-4,3.96429,1.01389,10.46665,4.56254,5.37,11.80514,-14.48903,59.30967,5.37296
+2008-5,3.90833,1.03573,10.45541,4.56623,5.52876,1.14728,-12.20768,49.71495,5.25111
+2008-6,3.92058,1.06723,10.47906,4.57389,5.6801,8.63860,-9.12704,50.20846,5.54917
+2008-7,3.89853,1.05066,10.44771,4.57943,5.91071,-0.44201,-10.46736,39.97713,5.62869
+2008-8,3.79698,1.06468,10.44851,4.58532,6.208432,-12.30644,-8.72606,37.01078,6.08062
+2008-9,3.72993,1.08622,10.47077,4.59098,6.43,-18.38257,-5.51220,41.46329,6.03559
+2008-10,3.57803,1.12560,10.38911,4.59709,6.6015,-38.49990,1.85212,24.35843,6.33332
+2008-11,3.47030,1.12445,10.35615,4.60017,6.5451,-47.48333,3.03229,15.91601,6.53093
+2008-12,3.43330,1.12999,10.35537,4.60377,6.5354,-45.94341,4.31988,12.45503,6.43842
+2009-1,3.45307,1.14237,10.31369,4.60483,6.57342856,-49.33355,6.65086,-1.69959,6.32234
+2009-2,3.51464,1.17035,10.28085,4.60408,6.43575271,-45.83335,10.84089,-9.61556,5.34460
+2009-3,3.50990,1.15555,10.32794,4.60767,6.07282322,-47.82837,12.19460,-8.24565,4.66771
+2009-4,3.53980,1.13002,10.33191,4.60786,5.3285,-42.44936,11.61319,-13.47370,4.53262
+2009-5,3.59488,1.09980,10.34768,4.60743,4.26514,-31.34457,6.40698,-10.77300,4.12079
+2009-6,3.65150,1.09916,10.33740,4.60403,3.1308,-26.90820,3.19284,-14.16555,3.01398
+2009-7,3.66792,1.10614,10.36747,4.60590,2.24,-23.06156,5.54751,-8.02350,2.64656
+2009-8,3.72150,1.08443,10.36086,4.60382,1.33,-7.54817,1.97497,-8.76455,1.85019
+2009-9,3.77133,1.06758,10.38920,4.60295,1.2031,4.13923,-1.86371,-8.15757,1.19737
+2009-10,3.84683,1.05772,10.41308,4.60417,1.15272,26.87950,-6.78772,2.39720,0.70866
+2009-11,3.89631,1.05517,10.42773,4.60305,1.219002352,42.60089,-6.92790,7.15811,0.28799
+2009-12,3.92999,1.05198,10.41953,4.60622,1.24234,49.66873,-7.80047,6.41634,0.24502
+2010-1,3.93836,1.04576,10.44893,4.60917,1,48.52901,-9.66070,13.52313,0.43477
+2010-2,3.89442,1.04579,10.45258,4.61239,1.21524,37.97844,-12.45629,17.17243,0.83158
+2010-3,3.91418,1.04343,10.45870,4.61520,1.23264,40.42750,-11.21139,13.07669,0.75242
+2010-4,3.93250,1.04817,10.45487,4.61545,1.2197,39.26994,-8.18582,12.29640,0.75877
+2010-5,3.95519,1.04698,10.45400,4.61783,1.4461,36.03125,-5.28275,10.63280,1.03936
+2010-6,3.93557,1.04445,10.47781,4.62033,1.62,28.40688,-5.47080,14.04105,1.63005
+2010-7,3.92041,1.03983,10.55480,4.62397,1.9,25.24960,-6.63074,18.73278,1.80683
+2010-8,3.97367,1.03186,10.59420,4.62665,2.377,25.21711,-5.25695,23.33323,2.28260
+2010-9,4.01008,1.02638,10.66375,4.62633,2.741,23.87555,-4.11981,27.45556,2.33782
+2010-10,4.08113,1.02928,10.67362,4.62491,2.945,23.42990,-2.84437,26.05418,2.07344
+2010-11,4.11729,1.02823,10.70025,4.62499,2.974,22.09864,-2.69424,27.25149,2.19348
+2010-12,4.11644,1.03199,10.70785,4.62677,2.9789,18.64483,-1.99907,28.83199,2.05518
+2011-1,4.15701,1.02279,10.70880,4.63067,3.2107,21.86500,-2.29664,25.98739,2.14938
+2011-2,4.15968,1.01717,10.73036,4.63448,3.3868,26.52627,-2.86216,27.77781,2.20898
+2011-3,4.17989,1.02213,10.72606,4.64148,3.6787,26.57120,-2.13026,26.73530,2.62857
+2011-4,4.18857,1.03968,10.74022,4.64827,3.9686,25.60675,-0.84815,28.53482,3.28182
+2011-5,4.19078,1.02062,10.74754,4.64803,4.2338,23.55863,-2.63549,29.35408,3.02054
+2011-6,4.19548,1.01547,10.76818,4.64902,4.277,25.99063,-2.89757,29.03625,2.86910
+2011-7,4.21078,1.00991,10.76776,4.65692,4.2598,29.03698,-2.99259,21.29596,3.29563
+2011-8,4.24793,1.00903,10.78535,4.65958,4.2298,27.42651,-2.28284,19.11506,3.29294
+2011-9,4.19101,1.00985,10.78413,4.66291,4.272,18.09331,-1.65313,12.03815,3.65858
+2011-10,4.09260,1.00647,10.79559,4.66606,4.2683,1.14687,-2.28083,12.19698,4.11476
+2011-11,4.11373,0.99216,10.80259,4.67036,4.2555,-0.35589,-3.60647,10.23431,4.53735
+2011-12,4.11286,0.99049,10.80875,4.67307,4.2422,-0.35815,-4.15033,10.08957,4.62958
+2012-1,4.12838,0.98977,10.84066,4.67205,4.2288,-2.86338,-3.30236,13.18585,4.13853
+2012-2,4.13092,0.98546,10.87265,4.67530,4.2284,-2.87629,-3.17064,14.22947,4.08132
+2012-3,4.12311,0.98189,10.91754,4.68293,4.25,-5.67796,-4.02379,19.14840,4.14441
+2012-4,4.09446,0.98137,10.95349,4.68823,4.241,-9.41089,-5.83104,21.32631,3.99594
+2012-5,4.09725,0.98199,10.95450,4.68862,4.2429,-9.35330,-3.86271,20.69506,4.05890
+2012-6,4.06230,0.98035,10.96329,4.68825,4.231,-13.31809,-3.51203,19.51114,3.92310
+2012-7,4.07455,0.97081,10.96458,4.68916,4.2458,-13.62310,-3.90975,19.68170,3.22359
+2012-8,4.04387,0.96208,10.99646,4.69423,4.2191,-20.40613,-4.69533,21.11116,3.46524
+2012-9,4.08841,0.95694,11.02219,4.69964,4.234,-10.26004,-5.29069,23.80558,3.67285
+2012-10,4.09698,0.95200,11.03436,4.69801,4.2392,0.43821,-5.44745,23.87695,3.19504
+2012-11,4.09520,0.95251,11.05471,4.69663,4.2479,-1.85317,-3.96547,25.21211,2.62698
+2012-12,4.11014,0.94198,11.07744,4.69922,4.2439,-0.27214,-4.85088,26.86879,2.61488
+2013-1,4.09364,0.93599,11.11458,4.70037,4.1518,-3.47313,-5.37816,27.39214,2.83161
+2013-2,4.06848,0.94438,11.11317,4.69950,4.2008,-6.24420,-4.10851,24.05236,2.42004
+2013-3,4.02083,0.95238,11.11611,4.70852,4.2404,-10.22803,-2.95089,19.85744,2.55881
+2013-4,3.98333,0.95880,11.12511,4.71104,4.2005,-11.11281,-2.25702,17.16278,2.28074
+2013-5,3.94611,0.97388,11.11509,4.71297,4.2542,-15.11325,-0.81132,16.05945,2.43489
+2013-6,3.92691,1.00972,11.11731,4.71559,4.2605,-13.53893,2.93687,15.40213,2.73305
+2013-7,3.89222,1.02528,11.11950,4.72106,4.3269,-18.23321,5.44717,15.49256,3.18971
+2013-8,3.90838,1.03123,11.10597,4.72647,4.5161,-13.54904,6.91551,10.95141,3.22403
+2013-9,3.93527,1.02234,11.10695,4.72756,4.2737,-15.31468,6.53970,8.47658,2.79151
+2013-10,3.90450,1.01876,11.10410,4.72794,4.2484,-19.24728,6.67675,6.97394,2.99323
+2013-11,3.89048,1.02577,11.10252,4.72575,4.183,-20.47265,7.32596,4.78093,2.91232
+2013-12,3.87567,1.02336,11.09947,4.72741,4.0884,-23.44615,8.13779,2.20333,2.81956
+2014-1,3.87354,1.03092,11.08248,4.73057,4.121,-22.01012,9.49318,-3.20985,3.02055
+2014-2,3.88545,1.02956,11.07960,4.73657,4.1738,-18.30320,8.51877,-3.35784,3.70677
+2014-3,3.85067,1.03067,11.07456,4.74174,4.0133,-17.01618,7.82864,-4.15514,3.32213
+2014-4,3.85549,1.03197,11.07176,4.74566,4.0539,-12.78410,7.31693,-5.33511,3.46251
+2014-5,3.82431,1.02714,11.08197,4.74791,3.954,-12.18048,5.32579,-3.31206,3.49389
+2014-6,3.83758,1.02867,11.08671,4.74950,3.9999,-8.93302,1.89531,-3.05954,3.39149
+2014-7,3.86899,1.03086,11.08866,4.75382,3.8491,-2.32303,0.55806,-3.08400,3.27688
+2014-8,3.85757,1.03635,11.07917,4.75297,3.7588,-5.08111,0.51119,-2.68025,2.64979
+2014-9,3.83235,1.05304,11.07033,4.75457,3.6975,-10.29181,3.06969,-3.66258,2.70144
+2014-10,3.78161,1.06637,11.05979,4.75835,3.5292,-12.28944,4.76083,-4.43096,3.04132
+2014-11,3.76729,1.06862,11.05688,4.75686,3.6415,-12.31823,4.28557,-4.56399,3.11023
+2014-12,3.76466,1.08305,11.04345,4.75914,3.7956,-11.10158,5.96917,-5.60176,3.17318
+2015-1,3.72066,1.09768,11.04035,4.76084,3.3439,-15.28863,6.67547,-4.21316,3.02698
+2015-2,3.70112,1.11876,11.03174,4.76387,3.4305,-18.43248,8.91922,-4.78580,2.73095
+2015-3,3.64947,1.12740,11.01915,4.77149,3.3527,-20.11964,9.67308,-5.54159,2.97549
+2015-4,3.67978,1.14294,11.02445,4.77539,3.5151,-17.57091,11.09654,-4.73154,2.97278
+2015-5,3.70246,1.15101,11.01328,4.78102,3.4798,-12.18481,12.38757,-6.86943,3.31079
+2015-6,3.69145,1.15472,11.01483,4.78434,3.4243,-14.61221,12.60436,-7.18792,3.48352
+2015-7,3.63096,1.16562,10.99664,4.78883,3.4638,-23.80322,13.47601,-9.20262,3.50092
+2015-8,3.59573,1.17837,11.01013,4.79260,3.6141,-26.18437,14.20200,-6.90361,3.96309
+2015-9,3.55860,1.16941,11.02132,4.79287,3.6609,-27.37539,11.63743,-4.90117,3.83026
+2015-10,3.59566,1.17632,11.03833,4.79430,3.521,-18.59510,10.99472,-2.14561,3.59481
+2015-11,3.53962,1.19865,11.04113,4.79774,3.5,-22.76770,13.00323,-1.57533,4.08786
+2015-12,3.47644,1.21349,11.02798,4.80218,3.765,-28.82227,13.04433,-1.54750,4.30396
+2016-1,3.49312,1.23133,10.99374,4.80590,3.973,-22.75348,13.36552,-4.66076,4.50564
+2016-2,3.48897,1.24866,11.00568,4.80764,4.5857,-21.21534,12.99037,-2.60598,4.37657
+2016-3,3.57517,1.22523,11.02135,4.81360,4.8352,-7.43006,9.78337,0.22041,4.21115
+2016-4,3.57102,1.20013,11.02053,4.81372,4.4641,-10.87591,5.71936,-0.39203,3.83281
+2016-5,3.55236,1.20755,11.01509,4.81581,4.4392,-15.01044,5.65306,0.18178,3.47938
+2016-6,3.55571,1.20399,11.00715,4.81721,4.3666,-13.57494,4.92712,-0.76807,3.28700
+2016-7,3.61682,1.20318,11.02086,4.81802,4.2855,-1.41357,3.75545,2.42198,2.91894
+2016-8,3.59278,1.20792,11.02685,4.82160,4.1886,-0.29437,2.95561,1.67167,2.90007
+2016-9,3.60775,1.21868,11.02299,4.82366,4.2501,4.91541,4.92662,0.16718,3.07879
+2016-10,3.56988,1.21606,11.03607,4.82779,4.2555,-2.57783,3.97449,-0.22646,3.34859
+2016-11,3.64819,1.21649,11.02985,4.83068,4.2852,10.85715,1.78371,-1.12744,3.29475
+2016-12,3.67509,1.21488,11.02987,4.83402,4.374,19.86571,0.13909,0.18975,3.18366
+2017-1,3.65570,1.20216,11.03306,4.83640,4.2517,16.25806,-2.91745,3.93141,3.04939
+2017-2,3.69997,1.17644,11.04114,4.83962,4.249,21.10040,-7.22165,3.54657,3.19810
+2017-3,3.71504,1.18345,11.04168,4.85258,4.2453,13.98649,-4.17846,2.03299,3.89789
+2017-4,3.66628,1.18509,11.05012,4.85000,4.2922,9.52541,-1.50448,2.95930,3.62810
+2017-5,3.69180,1.18864,11.05813,4.84576,4.0746,13.94431,-1.89043,4.30333,2.99452
+2017-6,3.69760,1.18985,11.05654,4.84416,4.002,14.18951,-1.41345,4.93924,2.69578
+2017-7,3.68529,1.18847,11.05445,4.84614,3.8392,6.84689,-1.47081,3.35901,2.81215
+2017-8,3.77463,1.18069,11.02817,4.85284,3.7296,18.18453,-2.72350,0.13228,3.12449
+2017-9,3.79628,1.17653,11.06760,4.85269,3.612,18.85311,-4.21467,4.46076,2.90246
+2017-10,3.81772,1.17423,11.06149,4.84798,3.5012,24.78347,-4.18338,2.54208,2.01961
+2017-11,3.82267,1.16587,11.05828,4.84601,3.3541,17.44804,-5.06182,2.84300,1.53253
+2017-12,3.80071,1.16906,11.06089,4.84758,3.2568,12.56183,-4.58210,3.10134,1.35563
+2018-1,3.84844,1.16449,11.05800,4.84885,3.0962,19.27418,-3.76679,2.49429,1.24540
+2018-2,3.84507,1.17472,11.03403,4.85135,3.0108,14.50920,-0.17239,-0.71162,1.17266
+2018-3,3.78770,1.18147,11.03524,4.85621,2.8079,7.26681,-0.19818,-0.64425,0.36248
+2018-4,3.79213,1.18105,11.00524,4.85484,2.7517,12.58571,-0.40367,-4.48847,0.48370
+2018-5,3.80218,1.18823,11.00195,4.85502,2.7579,11.03831,-0.04137,-5.61754,0.92639
+2018-6,3.80846,1.19023,10.99759,4.85836,2.7849,11.08556,0.03732,-5.89517,1.41922
+2018-7,3.75524,1.19680,11.01977,4.86218,2.7428,6.99552,0.83301,-3.46734,1.60318
+2018-8,3.70774,1.19522,10.99857,4.86349,2.7502,-6.68928,1.45317,-2.96054,1.06489
+2018-9,3.66812,1.19544,10.96299,4.86541,2.7462,-12.81592,1.89069,-10.46081,1.27215
+2018-10,3.70023,1.19903,10.97909,4.86622,2.7694,-11.74890,2.48050,-8.24047,1.82415
+2018-11,3.68982,1.20588,11.00182,4.86745,2.7525,-13.28466,4.00099,-5.64584,2.14395
+2018-12,3.70128,1.20462,11.00410,4.86926,2.7544,-9.94301,3.55643,-5.67845,2.16883
+2019-1,3.71339,1.20421,11.02682,4.86992,2.752,-13.50521,3.97213,-3.11741,2.10681
+2019-2,3.66981,1.19796,11.05545,4.87118,2.7514,-17.52525,2.32409,2.14203,1.98358
+2019-3,3.69497,1.19824,11.05200,4.87843,2.7542,-9.27328,1.67711,1.67632,2.22256
+2019-4,3.73805,1.20406,11.08093,4.88043,2.7524,-5.40876,2.30087,7.56990,2.55961
+2019-5,3.71776,1.20589,11.09965,4.88191,2.7504,-8.44261,1.76599,9.77038,2.68866
+2019-6,3.73239,1.20601,11.11546,4.88104,2.7923,-7.60672,1.57795,11.78619,2.26885
+2019-7,3.74734,1.20041,11.11397,4.88308,2.7527,-0.79068,0.36095,9.41942,2.08992
+2019-8,3.74485,1.22252,11.12236,4.88368,2.5642,3.71183,2.73013,12.37958,2.01920
+2019-9,3.74443,1.20844,11.12124,4.88375,2.5038,7.63091,1.29986,15.82517,1.83408
+2019-10,3.70510,1.20622,11.13029,4.88486,2.5045,0.48716,0.71850,15.12033,1.86310
+2019-11,3.69955,1.20500,11.11988,4.88594,2.2984,0.97267,-0.08858,11.80591,1.84959
+2019-12,3.73001,1.20204,11.13212,4.88809,2.2501,2.87310,-0.25863,12.80208,1.88227

_data/new_groups.html

@@ -0,0 +1,60 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>Group 1</th>
+      <th>Group 2</th>
+      <th>Group 3</th>
+      <th>Group 4</th>
+      <th>Group 5</th>
+      <th>Group 6</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>CORNEJO CASTELLANO, GISSELA CAROLINA</td>
+      <td>DIAZ ROMERO, RAYSA MARIANA</td>
+      <td>SOTO HURTADO, DANIEL MARTIN</td>
+      <td>HIDALGO SEDANO, FERNANDO SEBASTIAN</td>
+      <td>RIOS GAYTAN, MARIO JONATHAN</td>
+      <td>OSORES MENDIVES, JULIO ROBERTO</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>ZEGARRA DIAZ, KATHERINE VERONICA</td>
+      <td>NAVARRO PEÑA, VALERIA ALEXANDRA</td>
+      <td>HUAMAN ROCCA, IVETTE SUSANA</td>
+      <td>GASTAÑADUY FIESTAS, JESUS EDUARDO</td>
+      <td>AZULA PASTOR, JUAN LUIS</td>
+      <td>FIGUEROA VALDIVIA, LUCIANA</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>MOSQUEIRA CARRION, ADRIANA BERENICE</td>
+      <td>LOZANO RUIZ, KLARY MARLIT</td>
+      <td>ALAMO RAMOS, LUIS RODRIGO</td>
+      <td>KONG VEGA, CARLOS DANIEL</td>
+      <td>CARRILLO MIRANDA, ANA PAULA</td>
+      <td>ZAMORA MENDOZA, CHIARA MARIANNE</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>COLETTI ROMERO, ROBERT</td>
+      <td>AGUIRRE CCERARE, HANS ISAÍ</td>
+      <td>VILLENA TAGLE, CLAUDIA ARIANA</td>
+      <td>RAMOS CAMERO, BELLA ROSARIO</td>
+      <td>GALLARDO ARBILDO, JOSE DIEGO</td>
+      <td>AYALA VALENCIA, YOSEPH DANIEL</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>PALACIOS GÁLVEZ, ANDRÉS ANÍBAL</td>
+      <td>ZELADA CHAMBILLA, CARLOS ANDRÉS</td>
+      <td>GRIJALBA TOUZETT, RODRIGO ANTONIO</td>
+      <td>LÓPEZ BARBARÁN, LUZMILA LIBIA</td>
+      <td>AYALA LAUREL, ANTONIO MANUEL</td>
+      <td>CRUZ MANRIQUE, REINER</td>
+    </tr>
+  </tbody>
+</table>

_data/new_up_data_sysdif_block_lvl_ver2.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b14405d27e6009cab2c241dfaf33623fca904807194699197b62553f316c1080
+size 20606047

_data/peru_districts_centroids.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9366bf33dac8797a1f41e27555b22aae214de795fe51909f23504e3bbee1a05b
+size 153302

_data/peru_excel_clean.csv

@@ -0,0 +1,253 @@
+Departamento,Provincia,Distrito,Dirección
+AMAZONAS,AMAZONAS,CHACHAPOYAS,Jirón Triunfo Nº 903 1er piso 
+AMAZONAS,Rodriguez de Mendoza,San Nicolás,Jirón Victor Mori Nº 204 San Nicolás
+AMAZONAS,BAGUA,BAGUA,Calle Junín S/N
+AMAZONAS,BONGARA,JAZAN,Avenida marginal N° 100 Pedro Ruíz
+AMAZONAS,UTCUBAMBA,BAGUA GRANDE,Jirón Simón Bolivar N° 545
+AMAZONAS,BAGUA,BAGUA,Jirón Los Cedros 263
+AMAZONAS,CONDORCANQUI,NIEVA,Pasaje Ciro Alegría s/n Municipalidad de Nieva
+ANCASH,HUARAZ,HUARAZ,Jirón Larrea y Laredo N° 764
+ANCASH,HUAYLAS,CARAZ,Jirón Raimondi N° 215 - Caraz
+ANCASH,Pomabamba,Pomabamba,Jirón  Huaraz No. 691
+ANCASH,SANTA,SANTA,"Jirón Ladislao Espinar No.401 y Esquina de Enrique Palacios  Nos. 402, 416, 420 - Chimbote"
+ANCASH,SANTA,SANTA,Centro Civico Mz. 74-75 Lote 1 Urb. Buenos Aires
+ANCASH,Sihuas,Sihuas,Jirón  Señor de los Milagros Nº 211 - Pueblo Pingullo
+ANCASH,HUARI,HUARI,Jr. Mariscal Luzuriaga Nº 522 Barrio San Bartolome 
+ANCASH,CASMA,CASMA,Pasaje Hijuela Mz C Lt 13 Zona centro civico
+ANCASH,RECUAY,RECUAY,Ca. Plaza de Armas s/n
+ANCASH,HUARMEY,HUARMEY,Centro Cívico s/n 1er. Pabellón
+ANCASH,CARLOS F. FITZTCARRALD,SAN LUIS,Av. Ramón Castilla N° 320
+ANCASH,MARISCAL LUZURIAGA,PISCOBAMBA,Jirón San Pablo S/N Plaza de Armas
+ANCASH,PALLASCA,PAMPAS,Plaza de Armas s/n Municipalidad 1er piso
+ANCASH,YUNGAY,YUNGAY,
+APURIMAC,ANDAHUAYLAS,ANDAHUAYLAS,Jr César Vallejo Nº 141
+APURIMAC,ABANCAY,ABANCAY,Av. La Victoria 214
+APURIMAC,CHINCHEROS,CHINCHEROS,Jr. Cotabambas Nº 121
+APURIMAC,COTABAMBA,TAMBOBAMBA,Plaza de Armas s/n 3er piso
+AREQUIPA,AREQUIPA,AREQUIPA,Av. San Juan de Dios Nº 122 y Santo Domingo Nº 101
+AREQUIPA,Arequipa,Cayma,Av. Ramón Castilla s/n
+AREQUIPA,CAMANA,CAMANA,Avenida Mariscal Castilla N° 221
+AREQUIPA,ISLAY,MOLLENDO,Ca. Arequipa Nº 261 Islay
+AREQUIPA,CALLOMA,MAJES,Arequpa s/n estadio almirante miguel grau
+AREQUIPA,CAYLLOMA,CHIVAY,Calle Siglo XX S/N
+AREQUIPA,CARAVELI,CARAVELI,Jirón Bolivar 129
+AREQUIPA,LA UNION,COTAHUASI,Calle Centenario 202
+AREQUIPA,CONDESUYOS,CHUQUIBAMBA,Av. Alameda s/n Los Tres Errantes
+AREQUIPA,CASTILLA,APLAO,Calle Progreso s/n
+AREQUIPA,AREQUIPA,PAUCARPATA,
+AYACUCHO,HUANTA,HUANTA,Jirón Ayacucho 313 Huanta
+AYACUCHO,HUAMANGA,HUAMANGA,"Jirón  San Martin Nº 473, 475, 477 y 477A"
+AYACUCHO,LUCANAS,CABANA,Jr Jorge Chavez Nº 272
+AYACUCHO,PAUCAR DEL SARA SARA,PAUCAR DE SARA SARA,
+AYACUCHO,LUCANAS,PUQUIO,Jr. San Pedro Nº 216
+AYACUCHO,PARINACOCHAS,CORACORA,Jr. Bolognesi Nº 419
+AYACUCHO,CANGALLO,CANGALLO,Jirón Larrea y Laredo N° 764
+AYACUCHO,LA MAR,AYNA,Avenida 28 de julio s/n San Francisco
+AYACUCHO,LA MAR,SAN MIGUEL,Jirón María Parado de Bellido s/n 
+AYACUCHO,VICTOR FAJARDO,HUANCAPI,Plaza Principal s/n
+AYACUCHO,VILCASHUAMAN,VILCASHUAMAN,Av. Los Incas 318
+AYACUCHO,LA MAR,SAMUGARI - PALMAPAMPA,Jr. Los Laureles s/n
+AYACUCHO,SUCRE,QUEROBAMBA,Jr. Bolívar s/n Plaza de Armas
+AYACUCHO,HUANCASANCOS,SANCOS,Av. Progreso s/n
+CAJAMARCA,CAJAMARCA,CAJAMARCA,Jirón Del Comercio Nº 633 Cajamarca
+CAJAMARCA,JAEN,JAEN,Calle Mariscal Ureta 915
+CAJAMARCA,CHOTA,CHOTA,Jirón 30 de agosto Nº 848
+CAJAMARCA,CAJABAMBA,CAJABAMBA,Jr. Miguel Grau Nº 224
+CAJAMARCA,HUALGAYOC,BAMBAMARCA,Jr. 07 de junio Nº 470
+CAJAMARCA,SAN MARCOS,PEDRO GALVEZ,Jr. Alfonso Ugarte Nº 325
+CAJAMARCA,CONTUMAZA,CONTUMAZA,Jr.  Miguel Grau Nº 212
+CAJAMARCA,SAN PABLO,SAN PABLO,Jr. Plaza de Armas s/n
+CAJAMARCA,JAEN,PUCARA,Ca. Lindo 548
+CAJAMARCA,SAN IGNACIO,SAN IGNACIO,Jr. Santo Domingo N° 169
+CAJAMARCA,CUTERVO,CUTERVO,Jirón Comercio N° 1105 Urb. Los Jardines
+CAJAMARCA,SANTA CRUZ,SANTA CRUZ,Jirón Domingo Negrón N° 399
+CAJAMARCA,CELENDIN,CELENDIN,Jirón Pardo 610
+CUSCO,CUSCO,CUSCO,Avenida El Sol Nº 272 Cusco
+CUSCO,CANCHIS,SICUANI,Av. Tupac Amaru 163 Sicuani
+CUSCO,LA CONVENCION,SANTA ANA,Av. Grau Nº 238 Quilcabamba
+CUSCO,PAUCARTAMBO,PAUCARTAMBO,Av. Enrique Yabar s/n
+CUSCO,LA CONVENCION,PICHARI,Av. Brasil s/n Local Serenazgo de Pichari
+CUSCO,ESPINAR,ESPINAR,Calle Teatro s/n
+CUSCO,CALCA,CALCA,Calle Grau s/n Plaza de Armas
+CUSCO,QUISPICANCHI,URCOS,Jr. Huascar N° 181
+CUSCO,CHUMBIVILCAS,SANTO TOMAS,Calle Dos de Mayo S/N
+CUSCO,ANTA,ANTA,JR. JAQUIJAHUANA S/N IZCUCHACA DIST. ANTA
+CUSCO,URUBAMBA,URUBAMBA,Av. Conchatupa s/n
+HUANCAVELICA,ACOBAMBA,ACOBAMBA,Jr. Dos de Mayo N° 445
+HUANCAVELICA,ANGARAES,LIRCAY,Av. Centenario S/N - Barrio de Pueblo Nuevo - Dentro del Centro Cívico
+HUANCAVELICA,HUANCAVELICA,HUANCAVELICA,"Av. San Cristóbal Nº 384, 386 y 388"
+HUANCAVELICA,Tayacaja,Colcabamba,Av. Centenario S/N
+HUANCAVELICA,Tayacaja,Surcubamba,Calle Alfonso Ugarte S/N Palacio Municipal
+HUANCAVELICA,TAYACAJA,TAYACAJA,Jr. Manco Cápac S/N con Jirón Alfonso Ugarte Córdova y Necochea - Coliseo Multiuso
+HUANCAVELICA,CASTROVIRREYNA,CASTROVIRREYNA,Av. Los Libertadores s/n
+HUANCAVELICA,CHURCAMPA,CHURCAMPA,Jr. Real N° 255
+HUANCAVELICA,ACOBAMBA,PAUCARA,Plaza Mayor s/n
+HUANCAVELICA,HUANCAVELICA,IZCUCHACA,Plaza Mayor s/n
+HUANCAVELICA,HUAYTARA,HUAYTARA,Calle 24 de junio s/n Centro Civico
+HUANUCO,Yarowilca,Chavinillo,Jirón Virgen del Fátima s/n Chavirillo
+HUANUCO,Ambo,Ambo,Jr. 28 de julio Nº 697 Centro Cívico Ambo
+HUANUCO,Leoncio Prado,José Crespo y Castillo,"Jirón Maria Parado de Bellido, Jose Crespo y Castillo"
+HUANUCO,Leoncio Prado,Rupa Rupa,Jr. Chiclayo Nº 585 Rupa Rupa
+HUANUCO,Pachitea,Panao,Jr. Bolognesi Nº 211 Panao Pachitea
+HUANUCO,HUANUCO,HUANUCO,Jirón 28 de Julio 825
+HUANUCO,Huamalíes,Llata, Jirón Huánuco N° 242
+HUANUCO,DOS DE MAYO,LA UNION,Jr. Lourdes 221
+HUANUCO,MARAÑON,HUACRACHUCO,Av. 28 de Julio N° 602
+HUANUCO,LAURICOCHA,JESUS,Jr. Cristobal Colon s/n
+HUANUCO,PUERTO INCA,PUERTO INCA,Jr. Vulcano s/n
+HUANUCO,HUANUCO,AMARILIS,
+HUANUCO,HUANUCO,HUANUCO,
+HUANUCO,HUANUCO,CHINCHAO,
+HUANUCO,HUANUCO,SANTA MARIA DEL VALLE,
+HUANUCO,Leoncio Prado,Rupa Rupa,
+ICA,CHINCHA,CHINCHA ALTA,Ca. Los Ángeles Nº 300
+ICA,NASCA,NASCA,"Calle Fermin del Castillo Nª 270 Nasca, Ica"
+ICA,ICA,ICA,Av. San Martín Nº 1366 Mz M 02 Lt 035 Urb. San Isidro
+ICA,PISCO,PISCO,Calle San Juan de Dios 288 Pisco
+ICA,ICA,PARCONA,Av. Jhon F. Kennedy Nº 500 con Calle Lima s/n
+ICA,PALPA,PALPA,Portal Escribanos Nº 145 Municipio
+JUNIN,CHANCHAMAYO,PICHANAQUI,Jr. Independencia s/n Coliseo Municipal
+JUNIN,CHANCHAMAYO,CHANCHAMAYO,Prolongación Tarma Nº 236 Chanchamayo
+JUNIN,TARMA,TARMA,Jirón Arequipa Nº 939 Tarma
+JUNIN,HUANCAYO,HUANCAYO,Jirón Julio Sumar 351 El Tambo
+JUNIN,JAUJA,JAUJA,Jr. Sucre N° 889
+JUNIN,CHUPACA,CHUPACA,Jr. Grau N° 195 - Centro Cívico
+JUNIN,SATIPO,PANGOA,Calle 07 de junio Nº 641 Plaza Principal Centro Cívico
+JUNIN,YAULI,SANTA ROSA DE SACCO,Av.  Miguel Grau Nº309
+JUNIN,SATIPO,SATIPO,Av. Micaela Bastidas y Jr. Augusto B. Leguía - Centro Cívico Ruben Rocha Mariños
+JUNIN,SATIPO,MAZAMARI,Ca.  San Juan Nº 353
+JUNIN,CONCEPCION,CONCEPCION,Calle Ricardo Palma s/n Mercado Modelo Interior 1
+JUNIN,JUNIN,JUNIN,Jr. Simón Bolivar N° 820
+LA LIBERTAD,OTUZCO,OTUZCO,Pasaje Elias Armas Castillo Nº 132 Otuzco
+LA LIBERTAD,PACASMAYO,PACASMAYO,"Jr. Alianza Nº 524 distrito San Pedro de Lloc, Pacasmayo"
+LA LIBERTAD,Pataz,Chillia,Jr. Miraflores S/N
+LA LIBERTAD,SANCHEZ CARRION,SANCHEZ CARRION, Jr. Alfonso Ugarte N° 567
+LA LIBERTAD,VIRÚ,VIRÚ,Lt. 8 Mz A Urb. Las Palmeras
+LA LIBERTAD,ASCOPE,ASCOPE,Ca. Miguel Grau 879
+LA LIBERTAD,JULCAN,JULCAN,Av. 28 de Julio N° 201 Centro Cívico
+LA LIBERTAD,SANTIAGO DE CHUCO,SANTIAGO DE CHUCO,Calle Luis de la Puente Uceda N| 1120
+LA LIBERTAD,PATAZ,PARCOY,Jr. San Martin Nº 859
+LA LIBERTAD,TRUJILLO,EL PORVENIR,Centro Poblado Alto Trujillo Barrio 3 Mz T Lt 2
+LA LIBERTAD,TRUJILLO,EL PORVENIR,Jr. Gabriel Aguilar N° 1657 2do.  Piso
+LA LIBERTAD,GRAN CHIMU,CASCAS,Ca. Progreso s/n cuadra 3
+LA LIBERTAD,CHEPEN,CHEPEN,Calle San Pedro N° 610 Sector V
+LA LIBERTAD,PATAZ,TAYABAMBA,Jr. Sucre 337 - Centro Cívico piso 1
+LA LIBERTAD,TRUJILLO,VICTOR LARCO HERRERA,Av. Larco Nº 1096 Urb. Vista Alegre 
+LA LIBERTAD,TRUJILLO,TRUJILLO,Av. Pablo Casals Mz A Lt 06 Urb. Los Cedro
+LA LIBERTAD,BOLIVAR,BOLIVAR,Jirón Bolívar N° 319
+LAMBAYEQUE,CHICLAYO,CHICLAYO,Av. Balta Nº 680 Esq. Elías Aguirre
+LAMBAYEQUE,CHICLAYO,CHICLAYO,Ca. Cacique Cinto Nº 317 Urb. Latina 
+LAMBAYEQUE,FERREÑAFE,FERREÑAFE,Calle Tres Marías N° 717- B
+LAMBAYEQUE,LAMBAYEQUE,LAMBAYEQUE,Av. Huamachuco N° 342
+LIMA,LIMA,MIRAFLORES,Av. Diez Canseco Nº 230
+LIMA,LIMA,INDEPENDENCIA,Ca. Los Andes Nº 486 Urb. Industrial Panamericana Norte
+LIMA,LIMA,LIMA,Jr Cusco 652 (Plaza Castañeta) Cercado de Lima
+LIMA,LIMA,LIMA,Jr. Ancash Nº 336 - 430
+LIMA,LIMA,JESUS MARIA,Jr. Talara Nº 130- 134 y 136
+LIMA,LIMA,SAN BORJA,Av. San Luis Nº 1673 urb. Jacaranda II
+LIMA,LIMA,SAN BORJA,Av. San Luis Nº 1673 urb. Jacaranda II
+LIMA,LIMA,SAN JUAN DE LURIGANCHO,también entrega DNIde EREP SJL
+LIMA,LIMA,SAN JUAN DE MIRAFLORES,Av. Billinghurst Nº 767 - 769
+LIMA,LIMA,SANTA ANITA,Av. Los Eucaliptos Nº 947 urb. Universal
+LIMA,LIMA,ATE,Jr. Industrial Nº 438 442 Mz F Lt. 52
+LIMA,LIMA,CIENEGUILLA,Av. San Martín Lt 15 Mz D Zona D Cpr Tambo Viejo
+LIMA,LIMA,LURIGANCHO,Jr. Chucuito Nº 248
+LIMA,LIMA,PUENTE PIEDRA,Jr. Ricardo Palma Nº 241
+LIMA,LIMA,COMAS,Av. San Felipe Nº 830 Urb. San Felipe
+LIMA,LIMA,LURIN,Jr. Bolívar Nº 267
+LIMA,LIMA,PAHCACAMAC,Av. Paul Poblet Nº 3111 Frontis del C.C Jumbo
+LIMA,LIMA,SAN MARTIN DE PORRES,Av. Eduardo de Habicho Nº 590
+LIMA,LIMA,VILLA EL SALVADOR,Av. Arriba Perú Nº 640 Sector 2. Grupo 7
+LIMA,LIMA,JESUS MARIA,Av. 6 de agosto Nº 856 Jesús María
+LIMA,LIMA,LIMA,Av. Tupac Amaru Nº 5527 - 5531 - 5535 Urb. Huaquillay
+LIMA,LIMA,SANTIAGO DE SURCO,Av. Santiago de Surco Nº 2807 Ex Av. Tomás Marsano
+LIMA,LIMA,SAN ISIDRO,Av. Javier Prado Este Nº 990
+LIMA,LIMA,LIMA,Jr. Quilca Nº 501 - 525
+LIMA,Canta,Canta,Jirón  Independencia Nº 308 Municipio (Plaza de Armas)
+LIMA,HUAURA,OYÓN,Jr. Unión s/n Sede Municipal Provincial de Oyón
+LIMA,LIMA,CALLAO,Av. Ayacucho Mz G Lt. 07 costado de sede Municipal
+LIMA,YAUYOS,YAUYOS,Ca. Plaza Constitución 101 Plaza Municipal
+LIMA,HUAROCHIRI,MATUCANA,Jr. Tacna s/n Nuevo Centro Cívico
+LIMA,CAÑETE,CAÑETE,Av. Libertadores Mz. D3 Lt 4A Urb. Tercer mundo
+LIMA,BARRANCA,BARRANCA,Avenida Independencia N° 674 -676- 678
+LIMA,CAJATAMBO,CAJATAMBO,Plaza de armas 133 
+LIMA,HUAURA,HUACHO,Av. Grau N° 295
+LIMA,HUARAL,HUARAL,Pasaje los Pinos 149 Urb. El Rosario
+LIMA,CALLAO,CALLAO,Av. 2 de mayo Nº 440
+LIMA,CALLAO,VENTANILLA,Av. Pachacútec Nº 225 Sector B Grupo Residencial B1 Mz F1
+LIMA,LIMA,EL AGUSTINO,
+LIMA,LIMA,VENTANILLA,
+LIMA,LIMA,BELLAVISTA,
+LIMA,LIMA,INDEPENDENCIA,
+LORETO,MAYNAS,MAYNAS,Jr. Próspero Nº 201 Maynas
+LORETO,Maynas,Belén,Calle Miraflores S/N
+LORETO,ALTO AMAZONAS,YURIMAGUAS,Ca. Mariscal Castilla Nº 411 Yurimaguas 
+LORETO,MAYNAS,PUNCHANA,Ca. Cusco cdra. 6 (cruce ca. Trujillo)
+LORETO,UCAYALI,CONTAMANA,Calle Nuevo Loreto Mz 38c Lt 5b
+LORETO,DATEM DEL MARAÑON,BARRANCA,Calle Tigre Mz 31 Lt .08 San Lorenzo
+LORETO,LORETO,NAUTA,Calle Manuel Pacaya N° 570
+LORETO,REQUENA,REQUENA,Calle San Antonio s/n
+LORETO,MARISCAL RAMON CASTILLA,MARSCAL RAMON CASTILLA,Calle Ayacucho Mz 22 Lt 4C con Amazonas S/N local municipal
+LORETO,MAYNAS,SAN JUAN BAUTISTA,Av. Abelardo Quiñones N° 2371 km 2.5
+LORETO,PUTUMAYO,PUTUMAYO,Calle Arequipa s/n 
+LORETO,MARISCAL RAMON CASTILLA,YAVARI,Calle ueva Jerusalen s/n
+MADRE DE DIOS,TAMBOPATA,TAMBOPATA,Jr. Lambayeque 159
+MADRE DE DIOS,TAHUAMANU,IBERIA,Av Máximo Rodríguez Nº 124 Plaza de Armas
+MOQUEGUA,MARISCAL NIETO,MOQUEGUA,Calle Lima Nº 676 
+MOQUEGUA,ILO,ILO,Av. Ayacucho 529
+PASCO,PASCO,PASCO,Centro Comercial San Juan Pampa Edif. 4 Tienda 3 San Juan Pampa
+PASCO,Oxapampa,Oxapampa,Jr. Huancabamba S/N Mz 62 -Estadio Municipal
+PASCO,Oxapampa,Puerto Bermúdez, Avenida Remigio Morales Bermúdez S/N
+PASCO,Pasco,Paucartambo, Plaza 28 de Julio S/N
+PASCO,Oxapampa,CONSTITUCION,Av. Bernardo Belaunde s/n 4ta etapa
+PASCO,Oxapampa,PALCAZÚ,Av. Juan Santos Atahualpa Mz U lt 01
+PASCO,DANIEL ALCIDES CARRION,YANAHUANCA,Jr. Jorge Chavez s/n  Plaza Principal
+PASCO,PASCO,HUARIACA,Jirón 28 de julio 125
+PIURA,PIURA,PIURA,Jr. Libertad Nº 568
+PIURA,SULLANA,SULLANA,Ca. Leoncio Prado Nº 517
+PIURA,MORROPON,MORROPON,Ca. Lima Nº 496 - 497 Chulucanas
+PIURA,Paita,Paita,Jr. San Martín s/n Plaza de Armas Municipalidad de Paita
+PIURA,PIURA,PIURA,Atención desde OR Piura
+PIURA,Sechura,Sechura,Calle Dos de Mayo Nº 618 - Plaza de Armas - Municipalidad de Sechura
+PIURA,PIURA,TAMBO GRANDE,Jr. Salitral Nº 241
+PIURA,AYABACA,FRIAS,Calle Lima N° 235 2do piso
+PIURA,TALARA,TALARA,Av. Martires Petroleros B-3 Conjunto ]Habitacional
+PIURA,HUANCABAMBA,HUANCABAMBA,Avenida Centenario s/n Tienda 14 Completo Terminal Terrestre
+PIURA,AYABACA,AYABACA,Calle Bolognesi 181
+PUNO,PUNO,PUNO,Jirón Arequipa Nº 1145 Puno
+PUNO,SAN ROMAN,SAN ROMAN,Jirón Bracesco Nº 181 Juliaca
+PUNO,AZANGARO,AZANGARO,Jr. Azangaro N° 160 Palacio Municipal
+PUNO,CARABAYA,MACUSANI,Jr. Raimondi N° 116
+PUNO,CHUCUITO,JULI,Jr. Ilave 325 - Mercado Central Municipio
+PUNO,EL COLLAO,LLAVE,Jr. Bolognesi s/n Coliseo Cubierto Ilave Oficina 02
+PUNO,HUANCANE,HUANCANE,Jr. Moquegua N° 104 - Barrio Progreso
+PUNO,LAMPA,LAMPA,Jr. Alfonso Ugarte N° 343
+PUNO,MELGAR,AYAVIRI,Calle Jorge Chavez N° 550
+PUNO,SAN ANTONIO DE PUTINA,PUTINA,Plaza de Armas s/n Palacio Municipal
+PUNO,SANDIA ,SANDIA,Jr. Lima N° 320 Coliseo Cubierto
+PUNO,YUNGUYO,YUNGUYO,Jr. Grau N° 240
+SAN MARTIN,SAN MARTIN ,SAN MARTIN ,Jr. Jiménez Pimentel Nº 280
+SAN MARTIN,RIOJA,RIOJA,Jirón Angaiza Nº 470 - 474 Rioja San Martin
+SAN MARTIN,El Dorado ,San Jose de Sisa,Jr. Comercio N° 610
+SAN MARTIN,Lamas,Lamas,Jr. San Martín N° 984
+SAN MARTIN,MARISCAL CACERES,MARISCAL CACERES,Jr. Eduardo Peña Meza N° 772 
+SAN MARTIN,MOYOBAMBA ,MOYOBAMBA ,Jr. Dos de Mayo Mz. 1530 Lote 14 (837)
+SAN MARTIN,Tocache,Tocache,Jr San Juan Cdra 7 Centro Civico 1er Piso
+SAN MARTIN,BELLAVISTA,BELLAVISTA, Jirón  Huallaga / Iquitos Mz.7 lote 27 - A
+SAN MARTIN,RIOJA,NUEVA CAJAMARCA,Carretera Fernando Belúnde Terry Alt. Del km 447.50
+SAN MARTIN,PICOTA,PICOTA,Jr. Miguel Grau Nº 338
+SAN MARTIN,HUALLAGA,SAPOSOA,Jr. Lima 591
+SAN MARTIN,SAN MARTIN ,LA BANDA DE SHILCAYO,
+TACNA,TACNA,TACNA,Calle  Deustua Nº 173.
+TUMBES,TUMBES,TUMBES,Jr. Abad Puell Nº 841 - Plazuela Bolognesi
+TUMBES,ZARUMILLA,ZARUMILLA,Av. El Ejército Nº 105 int. Biblioteca municipal
+TUMBES,CONTRALMIRANTE VILLAR,ZORRITOS,"Av. Grau Nº 305 Zorritos, Tumbes"
+UCAYALI,CORONEL PORTILLO,CORONEL PORTILLO,Jr. 9 de diciembre Nº 378 Esq con Jr. Tacna Nº 891
+UCAYALI,Atalaya,RAIMONDI,Jirón Rioja Nº 659 Raimondi Atalaya Ucayali
+UCAYALI,Padre Abad,Padre Abad,Avenida Jr. Grau Nº 202
+UCAYALI,PADRE ABAD,IRAZOLA,Jr. Progreso s/n Padre Abad
+UCAYALI,ATALAYA,TAHUANIA,Jr. 7 de junio s/n Atalaya
+UCAYALI,PURUS,PURUS,Av. Purus s/n
+UCAYALI,CORONEL PORTILLO,CALLERIA,
+UCAYALI,Atalaya,Raymondi,
+UCAYALI,Coronel Portillo,Yarinacocha,

_data/places_result.json

@@ -0,0 +1,827 @@
+{
+    "html_attributions": [],
+    "next_page_token": "ATtYBwKsD44ikACuYIFZLubOdNIIWdAIxXy2OhBzJTfRccBDi0tPVL21H_G01zNM2JNUW9lQjrZACwKOIBlBJiMiHlciuUHx9S_Lv_8NiqR44zMKpT2v35l5zRxfsWFRLRILmSE69E4Oi-enZno9SqdzesrETnUPG2H9li8dBB-UKlMrsu0ClIZuA-5oahPJguyXEumxLl1L6gsS0uDkwLKFO5-YOu9Ito9IOHGBk0_5kZKy8t4r7KUanPeDBoIUGyf45_t50jTiniQHSWM0P9YuY0WbaYQJseCGhdofaSm5VJ7pSrwSkXnSOT8Z8LEFdzuWNuV50Ito1IznXcitssNmhisSaGnnPoP4DvQFKQDdoUeh6ceGL2Z2hVfVDBfg8ibsHneuG8u06BlaynyfIWWxoeEkSmD29TSFZlI0Oi_WS-gx5qxL9fP5dIr21qJ2dLveDdks7nXW7Q",
+    "results": [
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "11 Sokode Crescent, Off Dalaba Street Zone 5, Wuse P. M. B, 18, Garki, Abuja",
+            "geometry": {
+                "location": {
+                    "lat": 9.065977,
+                    "lng": 7.4549606
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.067332429892723,
+                        "lng": 7.456282779892721
+                    },
+                    "southwest": {
+                        "lat": 9.064632770107277,
+                        "lng": 7.453583120107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 1080,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/110095172826797559117\">Fortune Arinze</a>"
+                    ],
+                    "photo_reference": "ATtYBwJFIQDlN6k8vyZj110cimVvh4nTXv6EvKXdKFxADlM0hGQZiEYQQ9AoUou0ELBb7mfwaR21gXSXNCCqJUDRpFuRw1fRyZKx-Gnad4uNRcPpbYQJc02zsQ_bJ6ks3sSRbDpVjgPU9Azs6m94LCZ-dxNwc1DifQgFsuTpCMkbafcJpRe5",
+                    "width": 1920
+                }
+            ],
+            "place_id": "ChIJwRTVOSELThARczd6MyuWUbs",
+            "plus_code": {
+                "compound_code": "3F83+9X Abuja",
+                "global_code": "6FX93F83+9X"
+            },
+            "rating": 3.8,
+            "reference": "ChIJwRTVOSELThARczd6MyuWUbs",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 315
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Asa-Dam Rd, opp. Dangote Flour Mills, Ilorin",
+            "geometry": {
+                "location": {
+                    "lat": 8.450151,
+                    "lng": 4.542503
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 8.451072679892722,
+                        "lng": 4.543705329892721
+                    },
+                    "southwest": {
+                        "lat": 8.448373020107278,
+                        "lng": 4.541005670107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJEZsSsTetNxAR1dg3wSeUrCA",
+            "plus_code": {
+                "compound_code": "FG2V+32 Ilorin",
+                "global_code": "6FW6FG2V+32"
+            },
+            "rating": 4,
+            "reference": "ChIJEZsSsTetNxAR1dg3wSeUrCA",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 26
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Lafia - Shandam Rd, Lafia",
+            "geometry": {
+                "location": {
+                    "lat": 8.50573,
+                    "lng": 8.531774799999999
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 8.506788579892724,
+                        "lng": 8.53327222989272
+                    },
+                    "southwest": {
+                        "lat": 8.50408892010728,
+                        "lng": 8.530572570107276
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission NIMC",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 1836,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/104393542635093633733\">Masoyi Sanda</a>"
+                    ],
+                    "photo_reference": "ATtYBwIfl7p_JCu_jTChsILGMNbdgW3LQJuzc3Q7AfKpS5TPVBbPc-hfIgCELQ128gU04umfKKZ7g8lW2iW5E-u-9dRmQZosYrIG33d3Y8H836p5zuB0bwF8w4njWDK7qxOWJd4UHCDryfIF2VS000TcSy2TBJMRkPwoTBBRRhS7QWbshUQ",
+                    "width": 3264
+                }
+            ],
+            "place_id": "ChIJt-5bYuEGURARJyb82LfQ97A",
+            "plus_code": {
+                "compound_code": "GG4J+7P Lafia",
+                "global_code": "6FWCGG4J+7P"
+            },
+            "rating": 3.7,
+            "reference": "ChIJt-5bYuEGURARJyb82LfQ97A",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 3
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "zone 3, No 4 Maputo St, Wuse, Abuja",
+            "geometry": {
+                "location": {
+                    "lat": 9.058854499999999,
+                    "lng": 7.468077600000001
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.06035997989272,
+                        "lng": 7.469236379892722
+                    },
+                    "southwest": {
+                        "lat": 9.057660320107276,
+                        "lng": 7.466536720107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 2448,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/100674673329877445887\">Jacks Elsa</a>"
+                    ],
+                    "photo_reference": "ATtYBwJij2wOhrLJpbBNK9QrYoS8c2M1gOhx6yyoyQAMdOjLE9k0fS0Xvj7m_eNItu7AZ9yDeueNi6ma_BDvrHD6VGAnr7emPLl8hkFcvUWSFRL243BlQCkya5HV8G7ZSf3aGarHAzIVL__ifn-KdGiV5zPx-92EUP71EPNqqsjPXQzd_tHd",
+                    "width": 3264
+                }
+            ],
+            "place_id": "ChIJbZxZhq4LThARg41HgXp5W2w",
+            "plus_code": {
+                "compound_code": "3F59+G6 Abuja",
+                "global_code": "6FX93F59+G6"
+            },
+            "rating": 3.3,
+            "reference": "ChIJbZxZhq4LThARg41HgXp5W2w",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 25
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Lamingo Dam Road Plateau",
+            "geometry": {
+                "location": {
+                    "lat": 9.895973,
+                    "lng": 8.931434
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.8984195,
+                        "lng": 8.9328039
+                    },
+                    "southwest": {
+                        "lat": 9.895157499999998,
+                        "lng": 8.927324300000002
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJUxzO3-lxUxARdZDox6KE6UQ",
+            "plus_code": {
+                "compound_code": "VWWJ+9H Jos",
+                "global_code": "6FXCVWWJ+9H"
+            },
+            "rating": 0,
+            "reference": "ChIJUxzO3-lxUxARdZDox6KE6UQ",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 0
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Jos",
+            "geometry": {
+                "location": {
+                    "lat": 9.892294699999999,
+                    "lng": 8.9175658
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.893702729892722,
+                        "lng": 8.91888807989272
+                    },
+                    "southwest": {
+                        "lat": 9.891003070107278,
+                        "lng": 8.916188420107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 1080,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/116242405272440066619\">Aliyu zainul abideen</a>"
+                    ],
+                    "photo_reference": "ATtYBwIVUHiKOQDgxTQ2QmmZ_crlMVoZyVuM2D-V0WrjXUjVprk8lQyJofvO8zkIeiSQeRmY4XaSNG3nGlBW8KWzjQC-l0Ik4z3jfQvUT7OzutQnQbGs8FSfdBnJ9o7HAL4mS0TaCYLkOVf1uKrWsFcY9vpJhKTXR2ohgI_m0y8svTcw3lYx",
+                    "width": 1920
+                }
+            ],
+            "place_id": "ChIJFWiUH-dzUxAR55hi-MYXLwg",
+            "plus_code": {
+                "compound_code": "VWR9+W2 Jos",
+                "global_code": "6FXCVWR9+W2"
+            },
+            "rating": 3.3,
+            "reference": "ChIJFWiUH-dzUxAR55hi-MYXLwg",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 7
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Kachia",
+            "geometry": {
+                "location": {
+                    "lat": 9.8572331,
+                    "lng": 7.967971899999998
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.858620379892722,
+                        "lng": 7.969346929892722
+                    },
+                    "southwest": {
+                        "lat": 9.855920720107278,
+                        "lng": 7.966647270107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission",
+            "place_id": "ChIJ80U4ZjyJUhARGk5bZlIeNzY",
+            "plus_code": {
+                "compound_code": "VX49+V5 Kachia",
+                "global_code": "6FX9VX49+V5"
+            },
+            "rating": 0,
+            "reference": "ChIJ80U4ZjyJUhARGk5bZlIeNzY",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 0
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Jonah Jang Cres, High Level, Makurdi",
+            "geometry": {
+                "location": {
+                    "lat": 7.711655800000001,
+                    "lng": 8.5265235
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 7.712382379892722,
+                        "lng": 8.528209429892721
+                    },
+                    "southwest": {
+                        "lat": 7.709682720107278,
+                        "lng": 8.525509770107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 1080,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/104445494535423861947\">Slim Meyo</a>"
+                    ],
+                    "photo_reference": "ATtYBwJeXnhqPGD9TZqZXgeKUGXdPoGolp_Cu5C7NVQypLuEP1DRjiGRAvJO6jALOvxLAAaWj0PloMHJ8QGhqjztdbsZt_ijY5SVH41GR_HJUdEkop-AVwk63zn7YYui23ChGgKAG6MlEZEDfxGC0YYaCcNvd53mjClysLjlyRx5RxWrbZlq",
+                    "width": 1920
+                }
+            ],
+            "place_id": "ChIJ51B2sMGBUBARDKibZrme9gU",
+            "plus_code": {
+                "compound_code": "PG6G+MJ Makurdi",
+                "global_code": "6FVCPG6G+MJ"
+            },
+            "rating": 3.2,
+            "reference": "ChIJ51B2sMGBUBARDKibZrme9gU",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 38
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Kofar Kabuga, Kano",
+            "geometry": {
+                "location": {
+                    "lat": 11.9899944,
+                    "lng": 8.4891647
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 11.99139672989272,
+                        "lng": 8.490334129892721
+                    },
+                    "southwest": {
+                        "lat": 11.98869707010728,
+                        "lng": 8.487634470107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJE0nEt4CArhERRs1UvLzYZjY",
+            "plus_code": {
+                "compound_code": "XFQQ+XM Kano",
+                "global_code": "7F3CXFQQ+XM"
+            },
+            "rating": 4.4,
+            "reference": "ChIJE0nEt4CArhERRs1UvLzYZjY",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 12
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "3 Abdulkadir ahmed Close (P.M.B 0281, Bauchi",
+            "geometry": {
+                "location": {
+                    "lat": 10.310332,
+                    "lng": 9.826602
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 10.31170367989272,
+                        "lng": 9.827927879892721
+                    },
+                    "southwest": {
+                        "lat": 10.30900402010728,
+                        "lng": 9.825228220107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 1920,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/102114576626040120313\">Mohammed Zahradeen Umar</a>"
+                    ],
+                    "photo_reference": "ATtYBwJSbmIRViRXZKeV_TQ_B8hu_iBqeRs-Txj6v8U4OVWunuAQW6OIL1wqGTyW2n-vaZzhefImR-reLsLUpoR1Br6moOH0-RRHJE8JkniAiseTu3eMCmiDFQPI4rZpw_hdE2j26EdcuYTI7ZRBvoM4R5mvwhVsQkOc8epLe1-r_8wzrv0o",
+                    "width": 1088
+                }
+            ],
+            "place_id": "ChIJ4X2l_AXXVBAR7v-eH-d9h3E",
+            "plus_code": {
+                "compound_code": "8R6G+4J Bauchi",
+                "global_code": "7F2F8R6G+4J"
+            },
+            "rating": 0,
+            "reference": "ChIJ4X2l_AXXVBAR7v-eH-d9h3E",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 0
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Complex, Federal Secretariat, Kawo, Kaduna",
+            "geometry": {
+                "location": {
+                    "lat": 10.592473,
+                    "lng": 7.449456
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 10.59382137989272,
+                        "lng": 7.450810429892722
+                    },
+                    "southwest": {
+                        "lat": 10.59112172010728,
+                        "lng": 7.448110770107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJyZiAR9q1shERK9gFL9AG44I",
+            "plus_code": {
+                "compound_code": "HCRX+XQ Kaduna",
+                "global_code": "7F29HCRX+XQ"
+            },
+            "rating": 0,
+            "reference": "ChIJyZiAR9q1shERK9gFL9AG44I",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 0
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Port-Hacourt Rd, New Owerri, Owerri",
+            "geometry": {
+                "location": {
+                    "lat": 5.4717813,
+                    "lng": 7.0083439
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 5.473014629892722,
+                        "lng": 7.009477279892723
+                    },
+                    "southwest": {
+                        "lat": 5.470314970107278,
+                        "lng": 7.006777620107279
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Center",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJ8-OsvX1ZQhARaNsdHakfc98",
+            "plus_code": {
+                "compound_code": "F2C5+P8 Owerri",
+                "global_code": "6FQ9F2C5+P8"
+            },
+            "rating": 2.8,
+            "reference": "ChIJ8-OsvX1ZQhARaNsdHakfc98",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 13
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "9 Obafemi Awolowo Way, Agidingbi, Ikeja",
+            "geometry": {
+                "location": {
+                    "lat": 6.617086,
+                    "lng": 3.357951
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 6.618298179892721,
+                        "lng": 3.359587779892722
+                    },
+                    "southwest": {
+                        "lat": 6.615598520107278,
+                        "lng": 3.356888120107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commision (NIMC) Lagos",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 2836,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/109021919043392669000\">Austin Chikwado Ofor</a>"
+                    ],
+                    "photo_reference": "ATtYBwJBYZRHB7Qj5YQDHr7rtjw12kk6AEskj93CwDUdXYqbS_0gESwvsXrpOkt7z3jzIK5Sw841TjE-O3yi8koHIKbZME-AfPJAeUmcfVqWWt1aiw8MJNUSYqgbHU3ziJIrQTDG-mCfnJp16lfM7xWdBG7j604k6bQNuGnALPHNxv5F8C5h",
+                    "width": 2358
+                }
+            ],
+            "place_id": "ChIJD34txsmTOxAR5AEgvWczmGI",
+            "plus_code": {
+                "compound_code": "J985+R5 Ikeja",
+                "global_code": "6FR5J985+R5"
+            },
+            "rating": 3.4,
+            "reference": "ChIJD34txsmTOxAR5AEgvWczmGI",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 53
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "1 Proda Road,Proda Junction, Emene industrial Layout",
+            "geometry": {
+                "location": {
+                    "lat": 6.460105899999999,
+                    "lng": 7.579008999999999
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 6.461432879892723,
+                        "lng": 7.580321279892722
+                    },
+                    "southwest": {
+                        "lat": 6.458733220107279,
+                        "lng": 7.577621620107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {
+                "open_now": true
+            },
+            "photos": [
+                {
+                    "height": 2048,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/116030890989805302110\">onyi okeke</a>"
+                    ],
+                    "photo_reference": "ATtYBwIQUn0GG77i135FPRC0LGHgjfXP9ylGJphR8-yenVgqZhOfVR479bgelIBxyLXH_bjcyqDZjH9MUj81-y3gScJCuRLzDLjHM-JzsVzRQusuT-_xOfMR2zuuIH50iYASvlPUl0sFqg2kn15k0QcxJNJAlkrSFxCMLULyY71nuTMMgJyU",
+                    "width": 1152
+                }
+            ],
+            "place_id": "ChIJ87i9KbilRBARjzOeBDbKx-c",
+            "plus_code": {
+                "compound_code": "FH6H+2J Enugu",
+                "global_code": "6FR9FH6H+2J"
+            },
+            "rating": 4,
+            "reference": "ChIJ87i9KbilRBARjzOeBDbKx-c",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 26
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "ITF House, 6, 3rd Floor, Adetokunbo Ademola Cres, Wuse 2, Abuja",
+            "geometry": {
+                "location": {
+                    "lat": 9.07677,
+                    "lng": 7.493777
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 9.078071879892722,
+                        "lng": 7.495215229892723
+                    },
+                    "southwest": {
+                        "lat": 9.075372220107278,
+                        "lng": 7.492515570107279
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJu0OOSjELThAR4d7V7h1GgD4",
+            "plus_code": {
+                "compound_code": "3FGV+PG Abuja",
+                "global_code": "6FX93FGV+PG"
+            },
+            "rating": 3,
+            "reference": "ChIJu0OOSjELThAR4d7V7h1GgD4",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 1
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Ndume bypass, Ndume",
+            "geometry": {
+                "location": {
+                    "lat": 5.5025021,
+                    "lng": 7.517955600000001
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 5.503745479892721,
+                        "lng": 7.519157379892723
+                    },
+                    "southwest": {
+                        "lat": 5.501045820107277,
+                        "lng": 7.51645772010728
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission Umuahia",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJyTS2v4zDQhARJtViYuKIT54",
+            "plus_code": {
+                "compound_code": "GG39+25 Ndume",
+                "global_code": "6FQ9GG39+25"
+            },
+            "rating": 3.7,
+            "reference": "ChIJyTS2v4zDQhARJtViYuKIT54",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 3
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Umueme, Port Harcourt",
+            "geometry": {
+                "location": {
+                    "lat": 4.822006,
+                    "lng": 7.0079724
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 4.823459929892723,
+                        "lng": 7.009288279892722
+                    },
+                    "southwest": {
+                        "lat": 4.820760270107279,
+                        "lng": 7.006588620107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission",
+            "opening_hours": {},
+            "photos": [
+                {
+                    "height": 4608,
+                    "html_attributions": [
+                        "<a href=\"https://maps.google.com/maps/contrib/105954586937635012132\">Eleje Chinwendu</a>"
+                    ],
+                    "photo_reference": "ATtYBwIOfuc-0u9WGiezikS3NFNDwPONZ7VIZbCY1KT1bcnqG6ff0LCNGAe2UrFiBhhCzeeUB-qOZwrrJJz6UIZT1W7584e7Wm7M3hK-gAjHGQLMGQqmA37a1m43NF42cD9shp5u04UgOEL4nDb2sam_D6ct5Nr8OPnfR3yRKc4NRA3LgkwD",
+                    "width": 2240
+                }
+            ],
+            "place_id": "ChIJ79K8E9bNaRARd51XXSlz0Kc",
+            "plus_code": {
+                "compound_code": "R2C5+R5 Port Harcourt",
+                "global_code": "6FP9R2C5+R5"
+            },
+            "rating": 3.6,
+            "reference": "ChIJ79K8E9bNaRARd51XXSlz0Kc",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 12
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Tal-Udu, FCE Junction Kano",
+            "geometry": {
+                "location": {
+                    "lat": 11.988203,
+                    "lng": 8.496804
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 11.98937482989272,
+                        "lng": 8.498143229892724
+                    },
+                    "southwest": {
+                        "lat": 11.98667517010728,
+                        "lng": 8.49544357010728
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png",
+            "name": "National Identity Management Commission (Nimc)",
+            "opening_hours": {
+                "open_now": true
+            },
+            "place_id": "ChIJRbzDx9CBrhERDCs5gEROpvQ",
+            "plus_code": {
+                "compound_code": "XFQW+7P Kano",
+                "global_code": "7F3CXFQW+7P"
+            },
+            "rating": 5,
+            "reference": "ChIJRbzDx9CBrhERDCs5gEROpvQ",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 1
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "Bayajida Rd, Ungwan Munchi, Kaduna",
+            "geometry": {
+                "location": {
+                    "lat": 10.5436173,
+                    "lng": 7.4609879
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 10.54495552989272,
+                        "lng": 7.46233667989272
+                    },
+                    "southwest": {
+                        "lat": 10.54225587010728,
+                        "lng": 7.459637020107277
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission, Northwest Zonal Office",
+            "place_id": "ChIJS98oGDi1shER1iS7xWsBExw",
+            "plus_code": {
+                "compound_code": "GFV6+C9 Kaduna",
+                "global_code": "7F29GFV6+C9"
+            },
+            "rating": 2,
+            "reference": "ChIJS98oGDi1shER1iS7xWsBExw",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 1
+        },
+        {
+            "business_status": "OPERATIONAL",
+            "formatted_address": "238 Port Harcourt - Aba Expy, Rumuokwurusi, Port Harcourt",
+            "geometry": {
+                "location": {
+                    "lat": 4.8496083,
+                    "lng": 7.0527365
+                },
+                "viewport": {
+                    "northeast": {
+                        "lat": 4.850934679892722,
+                        "lng": 7.054089179892721
+                    },
+                    "southwest": {
+                        "lat": 4.848235020107278,
+                        "lng": 7.051389520107278
+                    }
+                }
+            },
+            "icon": "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/civic_building-71.png",
+            "name": "National Identity Management Commission Nimc",
+            "opening_hours": {},
+            "place_id": "ChIJgRk7A3nNaRAR61Ty7IIGSkU",
+            "plus_code": {
+                "compound_code": "R3X3+R3 Port Harcourt",
+                "global_code": "6FP9R3X3+R3"
+            },
+            "rating": 3,
+            "reference": "ChIJgRk7A3nNaRAR61Ty7IIGSkU",
+            "types": [
+                "point_of_interest",
+                "establishment"
+            ],
+            "user_ratings_total": 4
+        }
+    ],
+    "status": "OK"
+}

_data/production_fish.csv

@@ -0,0 +1,17 @@
+year,Consumo Industrial - Anchoveta,Consumo Humano - Congelado - Concha de abanico,Consumo Humano - Congelado - Langostino,Consumo Humano - Congelado - Merluza,Consumo Humano - Congelado - Calamar gigante,Consumo Humano - Conservas - Atún,Consumo Humano - Conservas - Caballa,Consumo Humano - Conservas - Jurel,Consumo Humano - Conservas - Sardina,Consumo Humano - Fresco - Concha de abanico,Consumo Humano - Fresco - Jurel,Consumo Humano - Fresco - Liza,Consumo Humano - Fresco - Tollo,total_production
+2005,8628.396,13.537,9.021,23.279,235.63,9.877,25.711,20.481,0.165,1.84308,56.16794,5.8756,0.43,9030.413620000001
+2006,5891.838,14.714,11.295,25.189,365.729,11.336,58.245,122.904,0.048,4.048,136.827,3.166,1.584,6646.923
+2007,6084.713,19.937,13.548,28.35848846,379.55659357,3.713293,26.2487395,82.9103069,0.00102,4.82299064489713,134.88731576213,9.31762223709518,2.83495835181787,6790.849328425938
+2008,6159.387,18.79,12.817,26.3483976,484.16208202,3.283711,47.6941208,58.8642022,0,0.828187499892613,80.0928846852669,14.5140543045113,2.93336019466921,6909.715000304339
+2009,5828.636,24.6343723,11.8773992,36.7747635,355.10658859,2.017061,51.3559077,14.2890414,0,1.84307234,47.0791749136523,17.3113440182765,4.05788551178913,6394.982610473718
+2010,3330.41304,60.0012502,14.47793863,25.6476974,327.57190861,9.182845,9.729522,5.774274,0,2.82474864,10.4049333333333,9.70636285714286,4.994712,3810.729232670476
+2011,7000.092781,92.02763651,23.3844784,28.5444581,373.19566136,6.586856,20.478814,83.27794284,0.05446333,0.873130045080793,72.955117,12.1248075095012,5.68752015971271,7719.283666254295
+2012,3693.87108,38.93339,22.70722,21.05478,457.07267,1.11506,9.97851,43.69394,0.08846,0.74461,72.93047,17.16242,4.23538,4383.587989999999
+2013,4754.11821,89.2932844315196,19.1113721515151,31.18746139,410.7595337995,7.13643621,26.60055325,7.19762431222222,0,2.1802522354934,54.45454142427,12.5308205915473,3.9456473672,5418.515737163268
+2014,2255.45346,52.2665,21.76299,30.7708,465.00758,4.73454,29.57644,8.88256,0,0.60816,46.346459,12.24867,5.20688,2932.8650390000003
+2015,3616.4815,14.84315,26.77221,25.64413,426.9323,11.08212,15.31491,2.769796,0.16414,0.61591,17.53693,12.46352,7.71768,4178.338296000001
+2016,2732.73374,10.09013,29.25375,25.80021,246.1247,10.88449,57.67517,0.41204,0.00749,0.57975,12.47205,15.75758,9.45313,3151.2442299999993
+2017,3165.49024,4.59609,38.76007,37.14743,252.42993,11.80275,23.24914,1.05291,0,0.3737,6.88953,29.06174,6.69266,3577.5461899999996
+2018,6072.8878391,36.5303493147473,31.5058789776923,34.876576155,319.14648809,18.1389751,24.61046839,14.61984554,0,1.5513662,14.720969,23.32631,3.672117,6595.587182867441
+2019,3381.4372219,53.1128632424629,42.8576372098697,28.9798494,483.765239335,17.83929772,19.59878414,27.7334319,0,1.22652099335665,40.7987006,24.02982,1.241883,4122.621249440689
+2020,4314.55822,46.995286824035,34.5169712461538,19.8429,407.38485,3.84368,28.4087,23.47589,0,0.616696666666667,48.11581,14.992172,0.544585,4943.295761736856

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10 (1).zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b18ef8b77ed055885e5e4e051900752c8bad4b69f5737efef999f8e22037dc
+size 6943139

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10 (1)/GHSL_Data_Package_2023_light.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca76c7a4618277660015efbc23707cbde1209661a9164720319d44b2f800860d
+size 1521775

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10 (1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10.clr

@@ -0,0 +1,15 @@
+1 113 140 108 255 MSZ, open spaces, low vegetation surfaces NDVI <= 0.3
+2 138 216 107 255 MSZ, open spaces, medium vegetation surfaces 0.3 < NDVI <= 0.5
+3 193 255 161 255 MSZ, open spaces, high vegetation surfaces NDVI > 0.5
+4 86 86 86 255 MSZ, open spaces, water surfaces LAND < 0.5
+5 103 103 103 255 MSZ, open spaces, road surfaces 
+11 210 130 0 255 MSZ, built spaces, residential, building height <= 3m
+12 254 89 0 255 MSZ, built spaces, residential, 3m < building height <= 6m
+13 255 1 1 255 MSZ, built spaces, residential, 6m < building height <= 15m
+14 206 0 27 255 MSZ, built spaces, residential, 15m < building height <= 30m
+15 122 0 10 255 MSZ, built spaces, residential, building height > 30m
+21 255 159 244 255 MSZ, built spaces, non-residential, building height <=3m
+22 255 103 228 255 MSZ, built spaces, non-residential, 3m < building height <= 6m
+23 247 1 255 255 MSZ, built spaces, non-residential, 6m < building height <= 15m
+24 166 1 255 255 MSZ, built spaces, non-residential, 15m < building height <= 30m
+25 110 0 254 255 MSZ, built spaces, non-residential, building height > 30m

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10 (1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C10.tif.ovr

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1105c04fe3a1f9cbcd38db1b5e97269286eea28b03a0a2ff870ea8149fdc143b
+size 6249986

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11 (1).zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb921991548223f5e26bd58252e65dde3f97f0132cfcc2064ed23cf24587f20e
+size 40113009

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11 (1)/GHSL_Data_Package_2023_light.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca76c7a4618277660015efbc23707cbde1209661a9164720319d44b2f800860d
+size 1521775

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11 (1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11.clr

@@ -0,0 +1,15 @@
+1 113 140 108 255 MSZ, open spaces, low vegetation surfaces NDVI <= 0.3
+2 138 216 107 255 MSZ, open spaces, medium vegetation surfaces 0.3 < NDVI <= 0.5
+3 193 255 161 255 MSZ, open spaces, high vegetation surfaces NDVI > 0.5
+4 86 86 86 255 MSZ, open spaces, water surfaces LAND < 0.5
+5 103 103 103 255 MSZ, open spaces, road surfaces 
+11 210 130 0 255 MSZ, built spaces, residential, building height <= 3m
+12 254 89 0 255 MSZ, built spaces, residential, 3m < building height <= 6m
+13 255 1 1 255 MSZ, built spaces, residential, 6m < building height <= 15m
+14 206 0 27 255 MSZ, built spaces, residential, 15m < building height <= 30m
+15 122 0 10 255 MSZ, built spaces, residential, building height > 30m
+21 255 159 244 255 MSZ, built spaces, non-residential, building height <=3m
+22 255 103 228 255 MSZ, built spaces, non-residential, 3m < building height <= 6m
+23 247 1 255 255 MSZ, built spaces, non-residential, 6m < building height <= 15m
+24 166 1 255 255 MSZ, built spaces, non-residential, 15m < building height <= 30m
+25 110 0 254 255 MSZ, built spaces, non-residential, building height > 30m

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11 (1)/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C11.tif.ovr

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a3adca6e3248e3c126bfa6818c9f4673830416cdb18532f38dcb328b27e1571
+size 17895896

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fade00212ed16e1bcbcdb25ab386d4101d62c063ae25e458f0fd8c99a3b62717
+size 4622466

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHSL_Data_Package_2023_light.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca76c7a4618277660015efbc23707cbde1209661a9164720319d44b2f800860d
+size 1521775

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12.clr

@@ -0,0 +1,15 @@
+1 113 140 108 255 MSZ, open spaces, low vegetation surfaces NDVI <= 0.3
+2 138 216 107 255 MSZ, open spaces, medium vegetation surfaces 0.3 < NDVI <= 0.5
+3 193 255 161 255 MSZ, open spaces, high vegetation surfaces NDVI > 0.5
+4 86 86 86 255 MSZ, open spaces, water surfaces LAND < 0.5
+5 103 103 103 255 MSZ, open spaces, road surfaces 
+11 210 130 0 255 MSZ, built spaces, residential, building height <= 3m
+12 254 89 0 255 MSZ, built spaces, residential, 3m < building height <= 6m
+13 255 1 1 255 MSZ, built spaces, residential, 6m < building height <= 15m
+14 206 0 27 255 MSZ, built spaces, residential, 15m < building height <= 30m
+15 122 0 10 255 MSZ, built spaces, residential, building height > 30m
+21 255 159 244 255 MSZ, built spaces, non-residential, building height <=3m
+22 255 103 228 255 MSZ, built spaces, non-residential, 3m < building height <= 6m
+23 247 1 255 255 MSZ, built spaces, non-residential, 6m < building height <= 15m
+24 166 1 255 255 MSZ, built spaces, non-residential, 15m < building height <= 30m
+25 110 0 254 255 MSZ, built spaces, non-residential, building height > 30m

_data/rasters_europa/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12/GHS_BUILT_C_MSZ_E2018_GLOBE_R2023A_54009_10_V1_0_R10_C12.tif.ovr

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5f0e9d74cc1b37e0bb6416f2015e501e58fdcd7b8e9406e274e447bfdc49bf7
+size 5807435