Diagnóstico Bases 7854

class: center, middle, inverse, title-slide

.title[
# Diagnóstico Bases 7854
]
.subtitle[
## Auditoría contraloria
]
.author[
### Jornada Escolar Complementaria
]
.institute[
### Instituto Distrital de Recreación y Deporte
]
.date[
### 2024/07/24
]

---

#Registros entregados
Para la solicitud de información 2020-2023
<br>se entregaron 168.314 registros. <br>Correspondientes a las metas para cada año.

<table class="table table-striped table-hover table-condensed lightable-classic" style="font-size: 10px; color: black; width: auto !important;  color: black; font-family: Arial; width: auto !important; margin-left: auto; margin-right: auto;">
<caption style="font-size: initial !important;"></caption>
 <thead>
<tr>
<th style="empty-cells: hide;" colspan="1"></th>
<th style="padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="1"><div style="border-bottom: 1px solid #111111; margin-bottom: -1px; ">BASE 7854</div></th>
</tr>
  <tr>
   <th style="text-align:left;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> Periodo </th>
   <th style="text-align:right;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> Registros </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2020 </td>
   <td style="text-align:right;font-weight: bold;"> 42173 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2021 </td>
   <td style="text-align:right;font-weight: bold;"> 43672 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2022 </td>
   <td style="text-align:right;font-weight: bold;"> 42248 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2023 </td>
   <td style="text-align:right;font-weight: bold;"> 40221 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> Total </td>
   <td style="text-align:right;font-weight: bold;"> 168314 </td>
  </tr>
</tbody>
</table>

</div>
<div style="flex: 1; padding: 5px; margin-top: -150px;">

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-4-1.png)

---
#Validación 1

- identificación | Nombres | Apellidos | Periodo | Variables de atención

Se encontrarón 25 registros Duplicados

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---
#Validación 2

- identificación | Nombres | Apellidos | Periodo

Se encontrarón 33 registros duplicados

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---
#Validación 3

- identificación |

Se encontrarón 66 registros duplicados

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---
#Validación 4

- Nombre | |

Se encontrarón 559 registros duplicados

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(IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO INSTITUTO TECNICO DISTRITAL JULIO FLOREZ (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO JOSE JOAQUIN CASAS (IED)","COLEGIO JOSE JOAQUIN CASAS (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO SIMON RODRIGUEZ (IED)","COLEGIO RURAL JOSE CELESTINO MUTIS (IED)","COLEGIO JUAN LOZANO Y LOZANO (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO JUAN FRANCISCO BERBEO (IED)","COLEGIO JUAN FRANCISCO BERBEO (IED)","COLEGIO MANUELA BELTRAN (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO SANTA MARTHA (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO SANTA MARTHA (IED)","COLEGIO PAULO FREIRE (IED)","COLEGIO DE CULTURA POPULAR (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO RODRIGO LARA BONILLA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO LA VICTORIA (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO PAULO FREIRE (IED)","COLEGIO JULIO GARAVITO ARMERO (IED)","COLEGIO CEDID GUILLERMO CANO ISAZA (IED)","COLEGIO RODRIGO LARA BONILLA (IED)","COLEGIO COMPARTIR RECUERDO (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO ENRIQUE OLAYA HERRERA (IED)","COLEGIO LICEO FEMENINO MERCEDES NARIÑO (IED)","COLEGIO SANTA MARTHA (IED)","COLEGIO EL PORVENIR (IED)","COLEGIO ENRIQUE OLAYA HERRERA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO LA GAITANA (IED)","COLEGIO TOMAS CARRASQUILLA (IED)","COLEGIO TECNICO DOMINGO FAUSTINO SARMIENTO (IED)","COLEGIO TECNICO DOMINGO FAUSTINO SARMIENTO (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO COMPARTIR RECUERDO (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO AULAS COLOMBIANAS SAN LUIS (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO COMPARTIR RECUERDO (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO COLOMBIA VIVA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO DE CULTURA POPULAR (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO ALFONSO LOPEZ MICHELSEN (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO DE CULTURA POPULAR (IED)","COLEGIO EL TESORO DE LA CUMBRE (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO LA AURORA (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO TECNICO DOMINGO FAUSTINO SARMIENTO (IED)","COLEGIO SANTA BARBARA (IED)","COLEGIO SANTA BARBARA (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO JULIO GARAVITO ARMERO (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO TECNICO DOMINGO FAUSTINO SARMIENTO (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO JUAN LOZANO Y LOZANO (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO SANTA BARBARA (IED)","COLEGIO SANTA BARBARA (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO AULAS COLOMBIANAS SAN LUIS (IED)","COLEGIO JULIO GARAVITO ARMERO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO REPUBLICA DE COLOMBIA (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO FRANCISCO PRIMERO S.S. (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO CEDID SAN PABLO (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO ENTRE NUBES SUR ORIENTAL (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO CARLOS PIZARRO LEON GOMEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO PABLO DE TARSO (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO REPUBLICA DE CHINA (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO VILLEMAR EL CARMEN (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO MANUELA BELTRAN (IED)","COLEGIO MANUELITA SAENZ (IED)","COLEGIO EL PORVENIR (IED)","COLEGIO MANUELITA SAENZ (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ESTANISLAO ZULETA (IED)","COLEGIO O.E.A. (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO O.E.A. (IED)","COLEGIO O.E.A. (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO CEDID GUILLERMO CANO ISAZA (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ESTANISLAO ZULETA (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO EL JAPON (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO RICAURTE (CONCEJO) (IED)","COLEGIO JOSE MARTI (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CEDID SAN PABLO (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO ESTANISLAO ZULETA (IED)","COLEGIO COMPARTIR RECUERDO (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO DELIA ZAPATA OLIVELLA (IED)","COLEGIO PABLO DE TARSO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO PAULO FREIRE (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO LOS PINOS (IED)","COLEGIO LA MERCED (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS PIZARRO LEON GOMEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO JOSE FELIX RESTREPO (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO REPUBLICA DE COLOMBIA (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO INSTITUTO TECNICO DISTRITAL JULIO FLOREZ (IED)","COLEGIO LA GAITANA (IED)","COLEGIO MANUELA BELTRAN (IED)","COLEGIO MANUELA BELTRAN (IED)","COLEGIO CARLOS PIZARRO LEON GOMEZ (IED)","COLEGIO ESTANISLAO ZULETA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO MAGDALENA ORTEGA DE NARIÑO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ANTONIO GARCIA (IED)","COLEGIO CONFEDERACION BRISAS DEL DIAMANTE (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO PAULO FREIRE (IED)","COLEGIO REPUBLICA DE COLOMBIA (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO CONFEDERACION BRISAS DEL DIAMANTE (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO FRANCISCO PRIMERO S.S. (IED)","COLEGIO ANTONIO BARAYA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO JOSE MARTI (IED)","COLEGIO ANTONIO JOSE URIBE (IED)","COLEGIO ANTONIO JOSE URIBE (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO RURAL JOSE CELESTINO MUTIS (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO MANUELITA SAENZ (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO SOTAVENTO (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO ABEL RODRIGUEZ CESPEDES (IED)","COLEGIO SOTAVENTO (IED)","COLEGIO JUAN EVANGELISTA GOMEZ (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO ANTONIO JOSE URIBE (IED)","COLEGIO LA GAITANA (IED)","COLEGIO MAGDALENA ORTEGA DE NARIÑO (IED)","COLEGIO LA ARABIA (IED)","COLEGIO EL PORVENIR (IED)","COLEGIO SOTAVENTO (IED)","COLEGIO NUEVO SAN ANDRES DE LOS ALTOS (IED)","COLEGIO SOTAVENTO (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO LA GAITANA (IED)","COLEGIO MAGDALENA ORTEGA DE NARIÑO (IED)","COLEGIO MANUELITA SAENZ (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO INSTITUTO TECNICO INTERNACIONAL (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO CEDID SAN PABLO (IED)","COLEGIO ENTRE NUBES SUR ORIENTAL (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO CARLOS PIZARRO LEON GOMEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO LICEO FEMENINO DE CUNDINAMARCA MERCEDES NARIÑO (IED)","COLEGIO JUAN FRANCISCO BERBEO (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO FILARMONICO SIMON BOLIVAR (IED)","COLEGIO LICEO FEMENINO DE CUNDINAMARCA MERCEDES NARIÑO (IED)","COLEGIO REPUBLICA DE CHINA (IED)","COLEGIO HUNZA (IED)","COLEGIO NACIONES UNIDAS (IED)","COLEGIO JUAN EVANGELISTA GOMEZ (IED)","COLEGIO LA AURORA (IED)","COLEGIO ALFREDO IRIARTE (IED)","COLEGIO ALFREDO IRIARTE (IED)","COLEGIO SANTA MARTHA (IED)","COLEGIO LA AURORA (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO RODRIGO LARA BONILLA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO COLOMBIA VIVA (IED)","COLEGIO LA CHUCUA (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO COLOMBIA VIVA (IED)","COLEGIO BOSANOVA (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO JULIO GARAVITO ARMERO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO RICAURTE (CONCEJO) (IED)","COLEGIO INSTITUTO TECNICO LAUREANO GOMEZ (IED)","COLEGIO DIANA TURBAY (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO ATANASIO GIRARDOT (IED)","COLEGIO SAN CARLOS (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO EL PORVENIR (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO CEDID GUILLERMO CANO ISAZA (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO GERARDO PAREDES (IED)","COLEGIO COLOMBIA VIVA (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO RURAL JOSE CELESTINO MUTIS (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","COLEGIO COLOMBIA VIVA (IED)","COLEGIO LOS PINOS (IED)","COLEGIO LOS PINOS (IED)","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO AULAS COLOMBIANAS SAN LUIS (IED)","COLEGIO CUNDINAMARCA (IED)","COLEGIO PAULO FREIRE (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO ANTONIO NARIÑO (IED)","COLEGIO EL PORVENIR (IED)","COLEGIO INSTITUTO TECNICO DISTRITAL JULIO FLOREZ (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO MAGDALENA ORTEGA DE NARIÑO (IED)","COLEGIO CARLOS ARANGO VELEZ (IED)","COLEGIO ALFONSO LOPEZ MICHELSEN (IED)","COLEGIO ALFONSO LOPEZ MICHELSEN (IED)","COLEGIO MAGDALENA ORTEGA DE NARIÑO 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ALTOS (IED)","BUENAVISTA EL PORVENIR","PISCINA CEFE TUNAL","LA GAITANA","PISCINA SAUZALITO","PISCINA CEFE SAN CRISTOBAL","ATAHUALPA","ATAHUALPA","SAN ANDRES","URBANIZACION LA AMISTAD, DESARROLLO SAN PABLO II SECTOR","COLEGIO ENTRE NUBES SUR ORIENTAL (IED)","COLEGIO VILLAS DEL PROGRESO (IED)","EL RECREO","FLORALIA I SECTOR","FLORALIA I SECTOR","COLEGIO LICEO FEMENINO DE CUNDINAMARCA MERCEDES NARIÑO (IED)","SIMON BOLIVAR ( SECTOR PARQUE DEPORTIVO EL SALITRE )","VILLA LUZ","LA CAMPIÑA I SECTOR","COLEGIO LICEO FEMENINO DE CUNDINAMARCA MERCEDES NARIÑO (IED)","COLEGIO REPUBLICA DE CHINA (IED)","COLEGIO HUNZA (IED)","URBANIZACION DEL BARRIO LAS FERIAS","COLEGIO JUAN EVANGELISTA GOMEZ (IED)","LA AURORA II","COLEGIO ALFREDO IRIARTE (IED)","COLEGIO ALFREDO IRIARTE (IED)","NUEVO MILENIO I ETAPA I","COLEGIO LA AURORA (IED)","PISCINA LA SERENA","PISCINA CANDELARIA LA NUEVA","TIMIZA","URBANIZACION LOS MOLINOS II SECTOR","LA ALEJANDRA","COLEGIO DIANA TURBAY (IED)","URBANIZACION LOS MOLINOS I SECTOR","DESARROLLO  BOSALINDA (HIDELBRANDO OLARTE)","URBANIZACION LA ESTANCIA","COLEGIO JULIO GARAVITO ARMERO (IED)","FLORALIA I SECTOR","FLORALIA I SECTOR","COLEGIO FEDERICO GARCIA LORCA (IED)","COLEGIO RICAURTE (CONCEJO) (IED)","SAN ANDRES","COLEGIO DIANA TURBAY (IED)","COLEGIO LA TOSCANA - LISBOA (IED)","LA FRAGUA","COLEGIO SAN CARLOS (IED)","DESARROLLO PALESTINA","FLORALIA I SECTOR","EL PORVENIR","COLEGIO LA TOSCANA - LISBOA (IED)","VILLA LUZ","VILLA LUZ","MEISSEN","DESARROLLO GLORIA LARA DE ECHEVERRI -II ETAPA","FONTANAR DEL RIO","FLORALIA I SECTOR","FLORALIA I SECTOR","FLORALIA I SECTOR","LA SERENA","LA SERENA","URBANIZACION LOS MOLINOS I SECTOR","FLORALIA I SECTOR","COLEGIO RURAL JOSE CELESTINO MUTIS (IED)","COLEGIO RAFAEL URIBE URIBE (IED)","URBANIZACION LOS MOLINOS I SECTOR","PISCINA CEFE SAN CRISTOBAL","PISCINA CEFE SAN CRISTOBAL","LA ANDREA","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO AULAS COLOMBIANAS SAN LUIS (IED)","TIMIZA","COLEGIO PAULO FREIRE (IED)","VILLA LUZ","VILLA LUZ","COLEGIO EL PORVENIR (IED)","COLEGIO INSTITUTO TECNICO DISTRITAL JULIO FLOREZ (IED)","FLORALIA I SECTOR","FUERA DE LA INSTITUCIÓN EDUCATIVA","FLORALIA I SECTOR","URBANIZACION PORTAL DEL SOL","URBANIZACION PORTAL DEL SOL","COLEGIO MAGDALENA ORTEGA DE NARIÑO (IED)","FLORALIA I SECTOR","FLORALIA I SECTOR","FLORALIA I SECTOR","COLEGIO CARLOS ARANGO VELEZ (IED)","FLORALIA I SECTOR","PISCINA LA SERENA","PISCINA LA SERENA","BUENAVISTA EL PORVENIR","FLORALIA I SECTOR","LA GAITANA","FLORALIA I SECTOR","PISCINA CEFE TUNAL","FLORALIA I SECTOR","FLORALIA I SECTOR","BUENAVISTA EL PORVENIR","COLEGIO FEDERICO GARCIA LORCA (IED)","FLORALIA I SECTOR","FLORALIA I SECTOR","PISCINA CEFE FONTANAR","EL TUNAL","COLEGIO RURAL JOSE CELESTINO MUTIS (IED)","COLEGIO NACIONES UNIDAS (IED)","ATAHUALPA","DESARROLLO POTRERITO","ATAHUALPA","BUENAVISTA EL PORVENIR","COLEGIO TOMAS CIPRIANO DE MOSQUERA (IED)","BUENAVISTA EL PORVENIR","BUENAVISTA EL PORVENIR","COLEGIO NUEVO SAN ANDRES DE LOS ALTOS (IED)","FLORALIA I SECTOR","COLEGIO FLORENTINO GONZALEZ (IED)","COLEGIO ANTONIO JOSE URIBE (IED)","EL PORVENIR","COLEGIO LA GAITANA (IED)","COLEGIO JOSE MARTI (IED)","FLORALIA I SECTOR","FLORALIA I SECTOR","FLORALIA I SECTOR","COLEGIO JUAN EVANGELISTA GOMEZ (IED)"],["RINCON MAHECHA FABIAN","CASTAÑEDA CHIQUITO JOAN SEBASTIAN","GARZON MORALES SIRLEY","ERAZO BUENO LEONARDO ANTONIO","VARGAS ALDANA KAREN MARITZA","VARGAS ALDANA KAREN MARITZA","CAMACHO MANRIQUE JOSE ANTONIO","MUÑOZ TORRES JULIAN DAVID","BELTRA RUIZ NETTY SCHNEIDY","MEDINA QUITIAN CRISTIAN HUMBERTO","GARZON MORALES SIRLEY","PEREZ MEDINA RIGOBERTO","ROA SOSSA DIEGO HERNAN","RODRIGUEZ CASTAÑEDA JULY PAOLA","SALAZAR GALEANO YESICA ALEXANDRA","PEDRAZA GARCIA SANDRA VIVIANA","MORA GOMEZ LAURA MIREYA","MORALES DUARTE HECTOR EFRAIN","MORENO BUITRAGO CATHERINE ASTRID","MORENO BUITRAGO CATHERINE ASTRID","ARANA CANO YURY ANDREA","NONSOQUE GUZMAN ANGELA ROCIO","MEJIA CRUZ LORENA ALEXANDRA","MEJIA CRUZ LORENA 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GARCIA SANDRA VIVIANA","PEDRAZA GARCIA SANDRA VIVIANA","HURTADO GONZALEZ FABIAN ALBERTO","REINA CELI MAURICIO","MONCADA CAICEDO RONALD STIVEN","FRANCISCO JAVIER SEGURA ISAZA","JIMENEZ VEGA DAVID HECTOR","VENEGAS JARAMILLO JEISSON DAVID","GUACANEME ROJAS MARIA FERNANDA","BARRAGAN CORTES WILLIAM RENE","BAEZ SANCHEZ DIANA ISABEL","BAEZ SANCHEZ DIANA ISABEL","FLOREZ CAMARGO DAVID RICARDO","CASTELLANOS GIRALDO JUAN SEBASTIAN","GUZMAN LAVERDE MARIA BRICEIDA","GONZALEZ CORTES IVETTE ALEXANDRA","RODRIGUEZ GAMBOA HENRY ALFONSO","RODRIGUEZ GAMBOA HENRY ALFONSO","MORENO HERNANDEZ SEBASTIAN CAMILO","CLAVIJO VERA JUAN SEBASTIAN","RODRIGUEZ FARFAN HAROL SMITH","PEDRAZA ARIAS EMMA VIVIANA","LOZANO AGUIRRE JHONNY ALEXIS","PERDOMO DIAZ YENCY VIVIANA","ZAMBRANO FORERO ESTEFANY MARCELA","RIOS BAQUERO ANGIE CAROLINA","MATIZ AGUDELO LUIS ALBERTO","MELO LEON SANDRA MILENA","PEDRAZA GARCIA SANDRA VIVIANA","MORENO AVILA LISETTE CATERINE","ROJAS PINILLA LINA MARIA","SABOGAL GÓMEZ DIEGO ARMANDO","ROZO  HUMBERTO","MARIN OLARTE OSCAR","AVELLANEDA CASTRO ANDRES FELIPE","AVELLANEDA CASTRO ANDRES FELIPE","OLMOS PINTO JANETH MILENA","LUNA RINCÓN DIANA CRISTINA","TARQUINO HERRERA OSCAR JAVIER","TARQUINO HERRERA OSCAR JAVIER","PIMIENTO MURILLO LUIS JERSON","PIMIENTO MURILLO LUIS JERSON","GOMEZ RAMIREZ JHON JAIRO","ALVARADO ORTIZ ESTEFANIA","SANDOVAL BROCHERO ALFONSO","CORDOBA VALENCIA JAIME NAGUIB","IBARRA CAMPO ISLANI NALLERIS","IBARRA CAMPO ISLANI NALLERIS","TORO MORENO ARLINSON","LUNA URIBE JACKSON WILLI","LUNA URIBE JACKSON WILLI","MENDEZ ACOSTA MARYI NADID","OLMOS PINTO JANETH MILENA","RODRIGUEZ LOZADA RUBEN DARIO","FORERO LIZARAZO ALDO SEBASTIAN","SANABRIA QUIROGA ANYELA MARCELA","SANABRIA QUIROGA ANYELA MARCELA","FORERO LIZARAZO ALDO SEBASTIAN","FORERO LIZARAZO ALDO SEBASTIAN","SANABRIA QUIROGA ANYELA MARCELA","ORTIZ SALCEDO JOSE MAURICIO","MARIÑO MUÑOZ LINA ALEJANDRA","PACHECO RODDRIGUEZ ANGIE JOHANA","DIAZ VARGAS DAVIAN ORLANDO","CASTAÑEDA CHIQUITO JOAN SEBASTIAN","BERRIO VILLEGAS WILSON ENRIQUE","TEQUIA GARZON HENRY","BAQUERO GARCIA GISELL NATALIE","MARTINEZ ANTOLINEZ CRISTOFER","GUARNIZO BUSTOS LEONARDO ALFONSO","ORTIZ SALCEDO JOSE MAURICIO","ORTIZ LATORRE JOSE DEMETRIO","AGUDELO MESA MIGUEL ANDRES","GUIO CARDOZO KAROL DAYANA","BUENO BERMUDEZ OSCAR MAURICIO","ORTIZ LATORRE JOSE DEMETRIO","ORTIZ LATORRE JOSE DEMETRIO","LAVERDE CA?ON WILLIAM GEOVANNY","JIMENEZ MARTINEZ FREDY","MORENO DUQUE OMAR ESNEYGUER","MARTINEZ SEPULVEDA KAREN JOHANA","PULIDO AMAYA JUDY ANGELICA","MENA MORENO EDUARD","LOPEZ CAMACHO MARIO ANDRES","OCHOA GUERRERO BRENDA RUTH","OCHOA GUERRERO BRENDA RUTH","FORERO LIZARAZO ALDO SEBASTIAN","CUEVAS POVEDA JEISSON FABIAN","PULIDO CASTILLO JOHN JAIRO","MARIÑO MUÑOZ LINA ALEJANDRA","FRANCISCO JAVIER SEGURA ISAZA","REYES SAAVEDRA JORDY DAVID","TRIANA RAMIREZ ANGEL ANDRES","TRIANA RAMIREZ ANGEL ANDRES","TRIANA RAMIREZ ANGEL ANDRES","CORZO FORERO ROBIN","CORZO FORERO ROBIN","QUICENO DIAZ JOHN GABRIEL","LUNA PARRA JONATHAN URIEL","SIERRA CORREA JOHN ALEXANDER","TELLEZ GARZON DIEGO YESID","LOPEZ RODRIGUEZ SANDRA PATRICIA","TELLEZ GARZON DIEGO YESID","MARTINEZ MONDRAGON DAVID ANDRES","FLOREZ HERNANDEZ JHONATHAN","NEUQUE GUATAME JORGE ARMANDO","TORRADO GONZALEZ JERSSON HARVEY","SANABRIA  CARLOS EDUARDO","SOLANO AVILA ANDRES LEONARDO","BARON AVILA LEONARDO","HUERTAS VELANDIA DANY STYVEL","TIRIA GONZALEZ SERGIO ENRIQUE","MARTINEZ ORTIZ MARCO ANTONIO","ARANGO ARIAS GIAN FRANCO","RODRIGUEZ MORA CRISTHIAN CAMILO","CASTAÑEDA POVEDA HUMBERTO","TORRADO PINEDA CESAR AUGUSTO","RINCON MAHECHA FABIAN","OLMOS PINTO JANETH MILENA","GALINDO CARDENAS JAISON ARMANDO","PARRA HERNANDEZ JOHAN YESID","FLOREZ HERNANDEZ JHONATHAN","CASTAÑEDA CHIQUITO JOAN SEBASTIAN","NARANJO POVEDA FABIO NELSON","MU?OZ LOPEZ LAURA PAOLA","GUECHA ARANGO DAVID JULIAN","ALVAREZ CUBIDES NATALIA ANDREA","SOLORZANO HEREDIA SANDRA VIVIANA","MARTINEZ RAMIREZ MARIA FERNANDA","RENGIFO FAJARDO YICEL LISBETH","GUARNIZO BUSTOS LEONARDO ALFONSO","GUARNIZO BUSTOS LEONARDO ALFONSO","MOLINA PORRAS ANDRES FELIPE","CUCAITA DUARTE ANDREA","SANABRIA QUIROGA ANYELA MARCELA","MEJIA CRUZ LORENA ALEXANDRA","MEJIA CRUZ LORENA ALEXANDRA","TRIANA RAMIREZ ANGEL ANDRES","CASTAÑEDA GAMBOA KAREN LORENA","PACHECO RODDRIGUEZ ANGIE JOHANA","GARCIA CALZADA LAZARO JESUS","GARCIA CALZADA LAZARO JESUS","MARTINEZ ANTOLINEZ CRISTOFER","CORREA ORTIZ EDISON","GUARNIZO BUSTOS LEONARDO ALFONSO","GARCIA BALLESTEROS RONALD","GONZALEZ  ESTEBAN","ROMERO MARTINEZ JUAN SEBASTIAN","VANEGAS VELANDIA JOSE MIGUEL","VANEGAS VELANDIA JOSE MIGUEL","CORREA ORTIZ EDISON","CRUZ GUERRERO LICETH CAROLINA","CRUZ GUERRERO LICETH CAROLINA","MACHUCA GUERRERO WILMER FERNEY","HINCAPIE UJUETA SCARLETT","GUARNIZO BUSTOS LEONARDO ALFONSO","HURTADO FORERO JHON EDUARD","TARQUINO HERRERA OSCAR JAVIER","ORTIZ LATORRE JOSE DEMETRIO","VARGAS  ANDRES FELIPE","GUARNIZO BUSTOS LEONARDO ALFONSO","NEUQUE GUATAME JORGE ARMANDO","GUARNIZO BUSTOS LEONARDO ALFONSO","ESTUPI?AN AREVALO WILLIAM ALEXANDER","AGUDELO MESA MIGUEL ANDRES","FORERO LIZARAZO ALDO SEBASTIAN","RODRIGUEZ LOZADA RUBEN DARIO","FORERO LIZARAZO ALDO SEBASTIAN","FORERO LIZARAZO ALDO SEBASTIAN","CUERVO BUSTOS GABRIEL ADOLFO","BARRAGAN  STEFFANY GARATEJO","CUEVAS POVEDA JEISSON FABIAN","ESTEPA MOLINA LOUISE MICHELLE","PARRA DAZA JONNY ARLEY","PULIDO CASTILLO JOHN JAIRO","HURTADO FORERO JHON EDUARD","PEREZ CARO ALONSO","LUNA URIBE JACKSON WILLI","HINCAPIE UJUETA SCARLETT","MEJIA CRUZ LORENA ALEXANDRA","GUIO CARDOZO KAROL DAYANA","GUIO CARDOZO KAROL DAYANA","CASTAÑEDA POVEDA HUMBERTO","RODRIGUEZ LOZADA RUBEN DARIO","FORERO LIZARAZO ALDO SEBASTIAN","LUNA URIBE JACKSON WILLI","FORERO LIZARAZO ALDO SEBASTIAN","ORTIZ SALCEDO JOSE MAURICIO","OLMOS PINTO JANETH MILENA","LUNA URIBE JACKSON WILLI","GUARNIZO BUSTOS LEONARDO ALFONSO","GUARNIZO BUSTOS LEONARDO ALFONSO","GUARNIZO BUSTOS LEONARDO ALFONSO","GUARNIZO BUSTOS LEONARDO ALFONSO","GUARNIZO BUSTOS LEONARDO ALFONSO","MEJIA CRUZ LORENA ALEXANDRA","FORERO LIZARAZO ALDO SEBASTIAN","FORERO LIZARAZO ALDO SEBASTIAN","HERNANDEZ HEREDIA CARLOS ALBERTO","REYES SAAVEDRA JORDY DAVID","FORERO LIZARAZO ALDO SEBASTIAN","HERNANDEZ HEREDIA CARLOS ALBERTO","ORTIZ SALCEDO JOSE MAURICIO","TEQUIA GARZON HENRY","VARELA MARTINEZ YONATAN ANDRES","VARELA MARTINEZ YONATAN ANDRES","BERRIO VILLEGAS WILSON ENRIQUE","DIAZ VARGAS DAVIAN ORLANDO","DIAZ TINOCO MARISOL","FABIAN CAMILO CIFUENTES RODRIGUEZ","JHOAN SEBASTIAN MANCERA LONDOÑO","Yicel lisbeth Rengifo Fajardo","Yicel lisbeth Rengifo Fajardo","Yicel lisbeth Rengifo Fajardo","Yicel lisbeth Rengifo Fajardo","Yicel lisbeth Rengifo Fajardo","FABIAN CAMILO CIFUENTES RODRIGUEZ","GENARO GUTIERREZ GAMBASICA","GENARO GUTIERREZ GAMBASICA","FABIAN CAMILO CIFUENTES RODRIGUEZ","ANDRES YESID OSORIO ACEVEDO","JOHATHAN FRANCISCO VITOLO LOPEZ","MARCO ANTONIO MARTINEZ ORTIZ","GUILLY SMITH HERNANDEZ BARBOSA","OLIVA GUASCA MORENO","Eduardo Mateus Casas","Karen Johana Martinez Sepulveda","BRYAN CAMILO SILVA ROCERO","MARCO ANTONIO MARTINEZ ORTIZ","WILSON VILLALBA 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</div>

---

#Validación 5

Fuente de los registros

Verificando los periodos desde el 2018 y teniendo en cuenta que los registros se <br> actualizan con la base de datos de MATRICULA, 22.577 son provenientes totalmente <br>
de la base de datos del SIMAT y 47.855 han sido registrados por lo menos una vez <br> manualmente en el proyecto.

<div style="display: flex;">
<div style="flex: 1; padding: 5px; margin-top: 50px;"><table class="table table-striped table-hover table-condensed lightable-classic" style="font-size: 10px; color: black; width: auto !important;  color: black; font-family: Arial; width: auto !important; margin-left: auto; margin-right: auto;">
<caption style="font-size: initial !important;"></caption>
 <thead>
<tr>
<th style="empty-cells: hide;" colspan="1"></th>
<th style="padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="1"><div style="border-bottom: 1px solid #111111; margin-bottom: -1px; ">SIM</div></th>
</tr>
  <tr>
   <th style="text-align:left;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> PERIODO </th>
   <th style="text-align:right;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> Registros </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2020 </td>
   <td style="text-align:right;font-weight: bold;"> 19005 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2021 </td>
   <td style="text-align:right;font-weight: bold;"> 13169 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2022 </td>
   <td style="text-align:right;font-weight: bold;"> 8068 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2023 </td>
   <td style="text-align:right;font-weight: bold;"> 7613 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> Total </td>
   <td style="text-align:right;font-weight: bold;"> 47855 </td>
  </tr>
</tbody>
</table></div>
<div style="flex: 1; padding: 5px; margin-top: 50px;"><table class="table table-striped table-hover table-condensed lightable-classic" style="font-size: 10px; color: black; width: auto !important;  color: black; font-family: Arial; width: auto !important; margin-left: auto; margin-right: auto;">
<caption style="font-size: initial !important;"></caption>
 <thead>
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<th style="empty-cells: hide;" colspan="1"></th>
<th style="padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="1"><div style="border-bottom: 1px solid #111111; margin-bottom: -1px; ">SIMAT</div></th>
</tr>
  <tr>
   <th style="text-align:left;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> PERIODO </th>
   <th style="text-align:right;font-weight: bold;background-color: rgba(211, 211, 211, 255) !important;"> Registros </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2020 </td>
   <td style="text-align:right;font-weight: bold;"> 7344 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2021 </td>
   <td style="text-align:right;font-weight: bold;"> 8607 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2022 </td>
   <td style="text-align:right;font-weight: bold;"> 5640 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> 2023 </td>
   <td style="text-align:right;font-weight: bold;"> 986 </td>
  </tr>
  <tr>
   <td style="text-align:left;font-weight: bold;"> Total </td>
   <td style="text-align:right;font-weight: bold;"> 22577 </td>
  </tr>
</tbody>
</table></div>
</div>
---
#Validación 6

Validación por el contenido del campo Identificación.

---

#Validación 6

En el campo de identificación se encontraron:
<br>
<br>
<br>
<br>

- Solo números de 10 dígitos 
- Solo números con más de 10 dígitos
- Solo números con  menos de 10 dígitos
- Números y Letras empezando con la letra N
- Números y Letras empezando con la letra S
- Números y Letras empezando con la letra V

---

#Registros con 10 dígitos en la identificación

Según el lo públicado por la registraduría las identificaciones con 10 dígitos pueden
ser tipificadas cómo <br> NUIP, CC, RC o TI. Que corresponden a 55.509 estudiantes  
reportados en la base de datos entregada a la contraloría de un total de 62.495.

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-12-1.png)

---

#Registros con más de 10 dígitos en la identificación

Estos pueden ser tarjetas de identidad de estudiantes que no se les asigno un NUIP<br>
o tienen una alta probabilidad de ser registros errados, un total de 953.<br>

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-13-1.png)

---

#Registros con menos de 10 dígitos en la identificación

Estos pueden ser documentos de estudiantes extranjeros y/0 cédulas de estudiantes
con nacimiento en <br> un corregimiento en donde el NUIP todavía no fuera aplicado, 
un total de 1920 registros.

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-14-1.png)
---

#Registros que empiezan por N

Son números de documento asignados por la Secretaría de Edcuación.

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-15-1.png)

---

#Registros que empiezan por S

Pueden ser números de permisos especiales asignados por la cancillería.

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-16-1.png)

---

#Discriminación de registros que empiezan por V

Son números asignados por la Secretaría de Educación para estudiantes extranjeros.
![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-17-1.png)

---

#Validación 7 Edades
Se tómo un rango de edades en el que no deberían estar los estudiantes en el proyecto.

![](Presentacio_Validacion_F_files/figure-html/unnamed-chunk-18-1.png)
---

#Gracias