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restrepo/asesores

Created July 15, 2014 17:50
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Asesores Tesis Instituto de Física
Raw
asesores
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"worksheets": [
{
"cells": [
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"B\u00fasqueda en Indicadores del Instituto de F\u00edsica con Pandas"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"cd /home/ipython/gssis/utilities/"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"/home/ipython/gssis/utilities\n"
]
}
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{
"cell_type": "code",
"collapsed": false,
"input": [
"from cvsreader import *\n",
"#also import numpy as np\n",
"pd.set_option('display.max_rows', 500)\n",
"pd.set_option('display.max_columns', 500)\n",
"Indicadores={'Estudiantes':'0AuLa_xuSIEvxdERYSGVQWDBTX1NCN19QMXVpb0lhWXc'}"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Cargue datos"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"directores={}\n",
"df={'Doctorado':read_google_cvs(gss_key=Indicadores['Estudiantes'],gss_sheet=2,gss_query='select *')}\n",
"df['Maestr\u00eda']=read_google_cvs(gss_key=Indicadores['Estudiantes'],gss_sheet=1,gss_query='select *')\n",
"for tipo in ['Maestr\u00eda','Doctorado']:\n",
" #Extract Asesores\n",
" profesorestmp=np.sort(df[tipo]['ASESOR'].unique())\n",
" profesorestmp=profesorestmp[profesorestmp!='']\n",
" profesores=[]\n",
" for p in profesorestmp:\n",
" profesores=profesores+p.split(', ')\n",
" \n",
" profesores=np.unique(profesores)\n",
" #get results\n",
" Graduados=[df[tipo][np.logical_and(df[tipo]['ASESOR'].str.contains(p),\n",
" df[tipo]['Estado']=='Graduado')].shape[0] \n",
" for p in profesores]\n",
" Activos=[df[tipo][np.logical_and(df[tipo]['ASESOR'].str.contains(p),\n",
" df[tipo]['Estado']=='Activo')].shape[0] \n",
" for p in profesores]\n",
"\n",
" directores[tipo]=pd.DataFrame({'Directores':profesores,'Estudiantes Activos':Activos,'Estudiantes Graduados':Graduados})"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": [
"Resultados Asesores Maestr\u00eda"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"directores['Maestr\u00eda']"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Directores</th>\n",
" <th>Estudiantes Activos</th>\n",
" <th>Estudiantes Graduados</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0 </th>\n",
" <td> Adan Silvestre Gallego</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1 </th>\n",
" <td> Alejandro Mira</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2 </th>\n",
" <td> Alfonso Cely</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3 </th>\n",
" <td> Alonso Sep\u00falveda Soto</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4 </th>\n",
" <td> Andrzej Kolodziejczyk</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5 </th>\n",
" <td> Antonio Enea Romano</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6 </th>\n",
" <td> Augusto Montes</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7 </th>\n",
" <td> Boris Rodriguez</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8 </th>\n",
" <td> Boris Rodr\u00edguez R.</td>\n",
" <td> 0</td>\n",
" <td> 6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9 </th>\n",
" <td> Carlos Duque</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td> C\u00e9sar Augusto Barrero Meneses</td>\n",
" <td> 0</td>\n",
" <td> 6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td> Daniel Jaramillo </td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td> Diego Restrepo Q.</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td> Doris Amalia Girat\u00e1</td>\n",
" <td> 0</td>\n",
" <td> 4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td> Edgar Rueda</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td> Enrico Nardi</td>\n",
" <td> 0</td>\n",
" <td> 4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td> Ernesto Reyes Gomez</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td> Francisco Fernando Medina</td>\n",
" <td> 0</td>\n",
" <td> 5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td> Gladys Quintero</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td> Guillermo Pineda</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td> Huanchuan Wu</td>\n",
" <td> 0</td>\n",
" <td> 5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td> Humberto M\u00fanera</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td> Ignacio Ferr\u00edn</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td> Jaime Alberto Osorio V\u00e9lez</td>\n",
" <td> 2</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td> Jes\u00fas Mira Mart\u00ednez</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td> Jhon Fredy Barrera</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td> Johans Restrepo C\u00e1rdenas</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td> John Fredy Barrera</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td> Jorge Mahecha G\u00f3mez</td>\n",
" <td> 1</td>\n",
" <td> 7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td> Jorge Mario Osorio</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td> Jorge Tob\u00f3n</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td> Jorge Zuluaga Callejas</td>\n",
" <td> 1</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td> Jos\u00e9 Carlos Moreno</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td> Jos\u00e9 Luis Sanz Vicario</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td> Jos\u00e9 Mario Trujillo</td>\n",
" <td> 0</td>\n",
" <td> 12</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td> Juan Carlos Mu\u00f1oz Cuartas</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td> Leonardo Pach\u00f3n</td>\n",
" <td> 2</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td> Lorenzo de la Torre</td>\n",
" <td> 0</td>\n",
" <td> 7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td> Luis Castellanos Gomez</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td> Manuel Jos\u00e9 Paez Mej\u00eda</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td> Marco Antonio Giraldo</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td> Nelson Vanegas</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td> Orlando de Jes\u00fas Quintero Arias</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td> Oscar Arnache</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td> Oscar Zapata</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td> Patricio Valencia</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td> Peter Barlai</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td> Peter Barlai - Jos\u00e9 Mario Trujillo</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td> Ramiro Garc\u00eda Arias</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td> Regino Mart\u00ednez</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td> Roberto Mart\u00ednez</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td> Rodrigo Henao Henao</td>\n",
" <td> 2</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td> Rom\u00e1n Eduardo Casta\u00f1eda Sep\u00falveda</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td> Segundo Lara</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td> Tom\u00e1s Delgado Paredes</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td> William Ponce G.</td>\n",
" <td> 1</td>\n",
" <td> 23</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td> \u00c1lvaro Luis Morales Aramburo</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 4,
"text": [
" Directores Estudiantes Activos \\\n",
"0 Adan Silvestre Gallego 0 \n",
"1 Alejandro Mira 1 \n",
"2 Alfonso Cely 0 \n",
"3 Alonso Sep\u00falveda Soto 0 \n",
"4 Andrzej Kolodziejczyk 0 \n",
"5 Antonio Enea Romano 0 \n",
"6 Augusto Montes 0 \n",
"7 Boris Rodriguez 1 \n",
"8 Boris Rodr\u00edguez R. 0 \n",
"9 Carlos Duque 0 \n",
"10 C\u00e9sar Augusto Barrero Meneses 0 \n",
"11 Daniel Jaramillo 0 \n",
"12 Diego Restrepo Q. 0 \n",
"13 Doris Amalia Girat\u00e1 0 \n",
"14 Edgar Rueda 1 \n",
"15 Enrico Nardi 0 \n",
"16 Ernesto Reyes Gomez 0 \n",
"17 Francisco Fernando Medina 0 \n",
"18 Gladys Quintero 0 \n",
"19 Guillermo Pineda 0 \n",
"20 Huanchuan Wu 0 \n",
"21 Humberto M\u00fanera 0 \n",
"22 Ignacio Ferr\u00edn 0 \n",
"23 Jaime Alberto Osorio V\u00e9lez 2 \n",
"24 Jes\u00fas Mira Mart\u00ednez 0 \n",
"25 Jhon Fredy Barrera 0 \n",
"26 Johans Restrepo C\u00e1rdenas 0 \n",
"27 John Fredy Barrera 0 \n",
"28 Jorge Mahecha G\u00f3mez 1 \n",
"29 Jorge Mario Osorio 0 \n",
"30 Jorge Tob\u00f3n 1 \n",
"31 Jorge Zuluaga Callejas 1 \n",
"32 Jos\u00e9 Carlos Moreno 0 \n",
"33 Jos\u00e9 Luis Sanz Vicario 0 \n",
"34 Jos\u00e9 Mario Trujillo 0 \n",
"35 Juan Carlos Mu\u00f1oz Cuartas 1 \n",
"36 Leonardo Pach\u00f3n 2 \n",
"37 Lorenzo de la Torre 0 \n",
"38 Luis Castellanos Gomez 0 \n",
"39 Manuel Jos\u00e9 Paez Mej\u00eda 0 \n",
"40 Marco Antonio Giraldo 1 \n",
"41 Nelson Vanegas 0 \n",
"42 Orlando de Jes\u00fas Quintero Arias 0 \n",
"43 Oscar Arnache 1 \n",
"44 Oscar Zapata 1 \n",
"45 Patricio Valencia 0 \n",
"46 Peter Barlai 0 \n",
"47 Peter Barlai - Jos\u00e9 Mario Trujillo 0 \n",
"48 Ramiro Garc\u00eda Arias 0 \n",
"49 Regino Mart\u00ednez 0 \n",
"50 Roberto Mart\u00ednez 0 \n",
"51 Rodrigo Henao Henao 2 \n",
"52 Rom\u00e1n Eduardo Casta\u00f1eda Sep\u00falveda 0 \n",
"53 Segundo Lara 0 \n",
"54 Tom\u00e1s Delgado Paredes 0 \n",
"55 William Ponce G. 1 \n",
"56 \u00c1lvaro Luis Morales Aramburo 0 \n",
"\n",
" Estudiantes Graduados \n",
"0 2 \n",
"1 0 \n",
"2 2 \n",
"3 3 \n",
"4 1 \n",
"5 2 \n",
"6 1 \n",
"7 0 \n",
"8 6 \n",
"9 3 \n",
"10 6 \n",
"11 1 \n",
"12 3 \n",
"13 4 \n",
"14 0 \n",
"15 4 \n",
"16 1 \n",
"17 5 \n",
"18 2 \n",
"19 1 \n",
"20 5 \n",
"21 1 \n",
"22 0 \n",
"23 2 \n",
"24 2 \n",
"25 1 \n",
"26 3 \n",
"27 1 \n",
"28 7 \n",
"29 1 \n",
"30 1 \n",
"31 2 \n",
"32 1 \n",
"33 3 \n",
"34 12 \n",
"35 1 \n",
"36 0 \n",
"37 7 \n",
"38 1 \n",
"39 1 \n",
"40 1 \n",
"41 1 \n",
"42 2 \n",
"43 0 \n",
"44 0 \n",
"45 0 \n",
"46 2 \n",
"47 1 \n",
"48 1 \n",
"49 1 \n",
"50 3 \n",
"51 3 \n",
"52 2 \n",
"53 2 \n",
"54 1 \n",
"55 23 \n",
"56 1 "
]
}
],
"prompt_number": 4
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": [
"Resultados Asesores Doctorado"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"directores['Doctorado']"
],
"language": "python",
"metadata": {},
"outputs": [
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Directores</th>\n",
" <th>Estudiantes Activos</th>\n",
" <th>Estudiantes Graduados</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0 </th>\n",
" <td> Alvaro Morales Aramburo</td>\n",
" <td> 1</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1 </th>\n",
" <td> Antonio Enea Romano</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2 </th>\n",
" <td> Augusto Gonz\u00e1lez</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3 </th>\n",
" <td> Boris Rodr\u00edguez R.</td>\n",
" <td> 4</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4 </th>\n",
" <td> Carlos Alberto Duque Echeverri</td>\n",
" <td> 3</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5 </th>\n",
" <td> C\u00e9sar Augusto Barrero Meneses</td>\n",
" <td> 1</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6 </th>\n",
" <td> Daniel Jaramillo</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7 </th>\n",
" <td> Diego Restrepo Q.</td>\n",
" <td> 3</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8 </th>\n",
" <td> Doris Amalia Girat\u00e1</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9 </th>\n",
" <td> Edgar Rueda</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td> Enrico Nardi</td>\n",
" <td> 0</td>\n",
" <td> 3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td> Ernesto Reyes</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td> Gladys Quintero</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td> Huanchuan Wu</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td> Johans Restrepo C\u00e1rdenas</td>\n",
" <td> 3</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td> John Fredy Barrera</td>\n",
" <td> 0</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td> Jorge Mahecha G\u00f3mez</td>\n",
" <td> 0</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td> Jorge Mario Osorio Guillen</td>\n",
" <td> 1</td>\n",
" <td> 2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td> Jorge Zuluaga C.</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td> Jos\u00e9 Luis Sanz Vicario</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td> Juan Carlos Mu\u00f1oz Cuartas</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td> Leonardo Pach\u00f3n</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td> Oscar Zapata</td>\n",
" <td> 1</td>\n",
" <td> 0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td> Rodrigo Henao Henao</td>\n",
" <td> 0</td>\n",
" <td> 4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td> Rom\u00e1n Eduardo Casta\u00f1eda Sep\u00falveda</td>\n",
" <td> 0</td>\n",
" <td> 1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td> William Ponce G.</td>\n",
" <td> 0</td>\n",
" <td> 4</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 157,
"text": [
" Directores Estudiantes Activos \\\n",
"0 Alvaro Morales Aramburo 1 \n",
"1 Antonio Enea Romano 1 \n",
"2 Augusto Gonz\u00e1lez 0 \n",
"3 Boris Rodr\u00edguez R. 4 \n",
"4 Carlos Alberto Duque Echeverri 3 \n",
"5 C\u00e9sar Augusto Barrero Meneses 1 \n",
"6 Daniel Jaramillo 0 \n",
"7 Diego Restrepo Q. 3 \n",
"8 Doris Amalia Girat\u00e1 0 \n",
"9 Edgar Rueda 1 \n",
"10 Enrico Nardi 0 \n",
"11 Ernesto Reyes 0 \n",
"12 Gladys Quintero 1 \n",
"13 Huanchuan Wu 0 \n",
"14 Johans Restrepo C\u00e1rdenas 3 \n",
"15 John Fredy Barrera 0 \n",
"16 Jorge Mahecha G\u00f3mez 0 \n",
"17 Jorge Mario Osorio Guillen 1 \n",
"18 Jorge Zuluaga C. 1 \n",
"19 Jos\u00e9 Luis Sanz Vicario 0 \n",
"20 Juan Carlos Mu\u00f1oz Cuartas 1 \n",
"21 Leonardo Pach\u00f3n 1 \n",
"22 Oscar Zapata 1 \n",
"23 Rodrigo Henao Henao 0 \n",
"24 Rom\u00e1n Eduardo Casta\u00f1eda Sep\u00falveda 0 \n",
"25 William Ponce G. 0 \n",
"\n",
" Estudiantes Graduados \n",
"0 1 \n",
"1 0 \n",
"2 3 \n",
"3 0 \n",
"4 2 \n",
"5 2 \n",
"6 1 \n",
"7 2 \n",
"8 1 \n",
"9 0 \n",
"10 3 \n",
"11 1 \n",
"12 0 \n",
"13 1 \n",
"14 2 \n",
"15 0 \n",
"16 2 \n",
"17 2 \n",
"18 0 \n",
"19 1 \n",
"20 0 \n",
"21 0 \n",
"22 0 \n",
"23 4 \n",
"24 1 \n",
"25 4 "
]
}
],
"prompt_number": 157
}
],
"metadata": {}
}
]
}
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