{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Indicadores Instituto de Física" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Código de tabla de contenidos en la próxima celda invisible" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Función de búsqueda" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Para obtener las claves de las hojas de cálculo de Google, visita la [página de búsqueda de Indicadores](http://gfif.udea.edu.co/gssis/sql_query/search.html): (Seleccione indicador, ponga `*` en la caja de `\"select\"`, pulse el botón de búsqueda y abra el link HTML)." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: pylab import has clobbered these variables: ['f']\n", "`%matplotlib` prevents importing * from pylab and numpy\n" ] } ], "source": [ "%pylab inline" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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ESTUDIANTEFecha de ingresoFecha de graduaciónEstadoASESOR
0 Sergio Andrés Vallejo Peña 20111 Activo Antonio Enea Romano
1 Diego Alberto Barón Moreno 20111 Activo Nelson Vanegas Arbeláez
2 Dario de Jesús Blandón Uribe 20101 Activo Diego Restrepo Q.
3 Alejandro Correa López 20062 Activo Oscar Zapata
4 Leidy Mariana Ramírez Quinceno 20062 Activo Daniel Esteban Jaramillo Arango
5 Bibinana Marcela Marín Ochoa 20062 2014 Graduado Diego Restrepo Q.
6 Silvio Stiven Villegas Castro 20052 Activo William Antonio Ponce Gutierrez
7 Allexandra Gavíria Noreña 20052 2014 Graduado Oscar Zapata
8 Dilia Maria Portillo 2008 20132 Graduado Diego Restrepo Q.
9 John David Gómez Aguirre 2006 20111 Graduado William Ponce G.
10 Camilo Andrés Salazar Gonzalez 20132 Graduado Diego Restrepo Q.
11 Cristian David Ruiz Carvajal 20132 Graduado William Antonio Ponce Gutierrez
12 Robinson Longas 20112 Graduado Diego Restrepo Q.
13 Juan Camilo Macías Ramírez 20111 Graduado Diego Alejandro Restrepo
14 Jose David Ruíz 20101 Graduado Diego Restrepo Q.
15 Mauricio Bustamante 2008 Graduado Jesus Maria Mira Martinez
16 Alexander Gallego Cadavid 2008 Graduado Daniel Esteban Jaramillo Arango
17 Alejandro Javier Smith Arbelaez 2007 Graduado Daniel Esteban Jaramillo Arango
18 Eliana Yanet Chaverra Sánchez 2007 Graduado Daniel Esteban Jaramillo Arango
19 Carlos Andrés Flórez Acosta 2007 Graduado Diego Alejandro Restrepo Quintero
20 Germán Alberto Hernández Herrera 2008 Graduado Diego Alejandro Restrepo Quintero
21 Edison Alejandro Montoya Gómez 2007 Graduado Nelson Vanegas Arbeláez
22 Andrés Arbey Ochoa Rojas 20072 Graduado Diego Alejandro Restrepo Quintero
23 Sally Balbuena 2007 Graduado William Antonio Ponce Gutierrez
24 Mauricio Velásquez 2006 Graduado Diego Alejandro Restrepo Quintero
25 Rafael Antonio Uribe Guerra 2006 Graduado Diego Alejandro Restrepo Quintero
26 Nestor Cifuentes Taborda 2006 Graduado Diego Alejandro Restrepo Quintero
27 César Alejandro Soto 2006 Graduado Nelson Vanegas Arbeláez
28 Ana Maria Calle 2005 Graduado Jesus Maria Mira Martinez
29 Juan Carlos Muñoz Cuartas 2004 Graduado Daniel Esteban Jaramillo Arango
30 Oscar Alberto Zapata Noreña 2003 Graduado Diego Alejandro Restrepo Quintero
31 Carlos Mario Cartagena Marín 2000 Graduado Nelson Vanegas Arbeláez
32 Marcela Ramirez Activo Daniel Esteban Jaramillo Arango
33 Camilo Santa Desertor Oscar Zapata
\n", "
" ], "text/plain": [ " ESTUDIANTE Fecha de ingreso Fecha de graduación \\\n", "0 Sergio Andrés Vallejo Peña 20111 \n", "1 Diego Alberto Barón Moreno 20111 \n", "2 Dario de Jesús Blandón Uribe 20101 \n", "3 Alejandro Correa López 20062 \n", "4 Leidy Mariana Ramírez Quinceno 20062 \n", "5 Bibinana Marcela Marín Ochoa 20062 2014 \n", "6 Silvio Stiven Villegas Castro 20052 \n", "7 Allexandra Gavíria Noreña 20052 2014 \n", "8 Dilia Maria Portillo 2008 20132 \n", "9 John David Gómez Aguirre 2006 20111 \n", "10 Camilo Andrés Salazar Gonzalez 20132 \n", "11 Cristian David Ruiz Carvajal 20132 \n", "12 Robinson Longas 20112 \n", "13 Juan Camilo Macías Ramírez 20111 \n", "14 Jose David Ruíz 20101 \n", "15 Mauricio Bustamante 2008 \n", "16 Alexander Gallego Cadavid 2008 \n", "17 Alejandro Javier Smith Arbelaez 2007 \n", "18 Eliana Yanet Chaverra Sánchez 2007 \n", "19 Carlos Andrés Flórez Acosta 2007 \n", "20 Germán Alberto Hernández Herrera 2008 \n", "21 Edison Alejandro Montoya Gómez 2007 \n", "22 Andrés Arbey Ochoa Rojas 20072 \n", "23 Sally Balbuena 2007 \n", "24 Mauricio Velásquez 2006 \n", "25 Rafael Antonio Uribe Guerra 2006 \n", "26 Nestor Cifuentes Taborda 2006 \n", "27 César Alejandro Soto 2006 \n", "28 Ana Maria Calle 2005 \n", "29 Juan Carlos Muñoz Cuartas 2004 \n", "30 Oscar Alberto Zapata Noreña 2003 \n", "31 Carlos Mario Cartagena Marín 2000 \n", "32 Marcela Ramirez \n", "33 Camilo Santa \n", "\n", " Estado ASESOR \n", "0 Activo Antonio Enea Romano \n", "1 Activo Nelson Vanegas Arbeláez \n", "2 Activo Diego Restrepo Q. \n", "3 Activo Oscar Zapata \n", "4 Activo Daniel Esteban Jaramillo Arango \n", "5 Graduado Diego Restrepo Q. \n", "6 Activo William Antonio Ponce Gutierrez \n", "7 Graduado Oscar Zapata \n", "8 Graduado Diego Restrepo Q. \n", "9 Graduado William Ponce G. \n", "10 Graduado Diego Restrepo Q. \n", "11 Graduado William Antonio Ponce Gutierrez \n", "12 Graduado Diego Restrepo Q. \n", "13 Graduado Diego Alejandro Restrepo \n", "14 Graduado Diego Restrepo Q. \n", "15 Graduado Jesus Maria Mira Martinez \n", "16 Graduado Daniel Esteban Jaramillo Arango \n", "17 Graduado Daniel Esteban Jaramillo Arango \n", "18 Graduado Daniel Esteban Jaramillo Arango \n", "19 Graduado Diego Alejandro Restrepo Quintero \n", "20 Graduado Diego Alejandro Restrepo Quintero \n", "21 Graduado Nelson Vanegas Arbeláez \n", "22 Graduado Diego Alejandro Restrepo Quintero \n", "23 Graduado William Antonio Ponce Gutierrez \n", "24 Graduado Diego Alejandro Restrepo Quintero \n", "25 Graduado Diego Alejandro Restrepo Quintero \n", "26 Graduado Diego Alejandro Restrepo Quintero \n", "27 Graduado Nelson Vanegas Arbeláez \n", "28 Graduado Jesus Maria Mira Martinez \n", "29 Graduado Daniel Esteban Jaramillo Arango \n", "30 Graduado Diego Alejandro Restrepo Quintero \n", "31 Graduado Nelson Vanegas Arbeláez \n", "32 Activo Daniel Esteban Jaramillo Arango \n", "33 Desertor Oscar Zapata " ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "def read_google_cvs(gss_url=\"http://spreadsheets.google.com\",\\\n", " gss_format=\"csv\",\\\n", " gss_key=\"0AuLa_xuSIEvxdERYSGVQWDBTX1NCN19QMXVpb0lhWXc\",\\\n", " gss_sheet=0,\\\n", " gss_query=\"select B,D,E,F,I where (H contains 'GFIF') order by D desc\",\\\n", " gss_keep_default_na=False\n", " ):\n", " import urllib\n", " import pandas as pd\n", " \"\"\"\n", " read a google spreadsheet in cvs format and return a pandas DataFrame object.\n", " ....\n", " gss_keep_default_na: (False) Blank values are filled with NaN\n", " \"\"\"\n", " issn_url=\"%s/tq?tqx=out:%s&tq=%s&key=%s&gid=%s\" %(gss_url,\\\n", " gss_format,\\\n", " gss_query,\\\n", " gss_key,\\\n", " str(gss_sheet))\n", "\n", " gfile=urllib.urlopen(issn_url)\n", " return pd.read_csv(gfile,keep_default_na=gss_keep_default_na)\n", "\n", "def catutf8(fileutf8):\n", " \"\"\"\n", " Print UTF-8 file.\n", " \"\"\"\n", " fo=open(fileutf8,'r')\n", " a=fo.read()\n", " a=a.decode('utf8')\n", " fo.close()\n", " print a\n", "\n", "#Sample of default search\n", "df=read_google_cvs()\n", "df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make dir for output files" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%%bash \n", "if [ ! -d indicadores ];then \n", " mkdir indicadores\n", "fi" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/ipython/gssis/pandas/indicadores\n" ] } ], "source": [ "cd indicadores" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Estudiantes

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Ejemplo salida $\\LaTeX$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Estudiantes graduados de doctorado de GFIF:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Obtener cvs filtrado con el query de google scholar:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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ESTUDIANTEFecha de graduaciónASESORSituación
0 Mauricio Velásquez López 2013-1 Diego Restrepo Q.
1 Richard H. Benavides Palacios 2011-2 William Ponce G. Normal
2 Yithsbey Giraldo Usuga 2009-2 William Ponce G.
3 Luis A. Muñoz Hernández 2010-2 Enrico Nardi Prórroga 1 (2009-2)
4 Oscar Zapata Noreña 2010-2 Diego Restrepo Q.
5 Diego A. Gutierrez Isaza 2009-1 William Ponce G.
6 José Patricio Valencia Valencia 2006-2 Huanchuan Wu
7 Jorge Ivan Zuluaga Callejas 2004-2 Enrico Nardi
8 Luis Alberto Sanchez Duque 2002-2 William Ponce G., Daniel Jaramillo
9 Jesús María Mira Martínez 2000-2 Enrico Nardi
\n", "
" ], "text/plain": [ " ESTUDIANTE Fecha de graduación \\\n", "0 Mauricio Velásquez López 2013-1 \n", "1 Richard H. Benavides Palacios 2011-2 \n", "2 Yithsbey Giraldo Usuga 2009-2 \n", "3 Luis A. Muñoz Hernández 2010-2 \n", "4 Oscar Zapata Noreña 2010-2 \n", "5 Diego A. Gutierrez Isaza 2009-1 \n", "6 José Patricio Valencia Valencia 2006-2 \n", "7 Jorge Ivan Zuluaga Callejas 2004-2 \n", "8 Luis Alberto Sanchez Duque 2002-2 \n", "9 Jesús María Mira Martínez 2000-2 \n", "\n", " ASESOR Situación \n", "0 Diego Restrepo Q. \n", "1 William Ponce G. Normal \n", "2 William Ponce G. \n", "3 Enrico Nardi Prórroga 1 (2009-2) \n", "4 Diego Restrepo Q. \n", "5 William Ponce G. \n", "6 Huanchuan Wu \n", "7 Enrico Nardi \n", "8 William Ponce G., Daniel Jaramillo \n", "9 Enrico Nardi " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dff=read_google_cvs(gss_key='0AuLa_xuSIEvxdERYSGVQWDBTX1NCN19QMXVpb0lhWXc',\\\n", " gss_sheet=2,\\\n", " gss_query=\"select+B,E,I,U+where+(H+contains+'GFIF'+and+F+contains+'Graduado')+order+by+D+desc\")\n", "dff" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Or: Obtener cvs completo, mirar sus columnas y hacer el `query` con pandas" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Index([u'Unnamed: 0', u'ESTUDIANTE', u'Cédula', u'Fecha de ingreso', u'Fecha de graduación', u'Estado', u'INSTITUTO', u'GRUPO', u'ASESOR', u'CORREO', u'NOMBRE TESIS', u'CODIRECTOR', u'JURADO 1', u'JURADO 2', u'JURADO 3', u'Fecha de sustentación', u'ESTANTE', u'SIGNATURA', u'Distinción', u'Becado de', u'Situación', u'Proyecto ID', u'Pasantía', u'Doble titulación', u'Estado Laboral'], dtype='object')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df=read_google_cvs(gss_key='0AuLa_xuSIEvxdERYSGVQWDBTX1NCN19QMXVpb0lhWXc',\\\n", " gss_sheet=2,\\\n", " gss_query=\"select *\")\n", "df.columns" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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ESTUDIANTEFecha de graduaciónASESOREstado Laboral
0 Mauricio Velásquez López 2013-1 Diego Restrepo Q.
1 Richard H. Benavides Palacios 2011-2 William Ponce G. ITM
2 Yithsbey Giraldo Usuga 2009-2 William Ponce G. Universidad de Nariño
3 Luis A. Muñoz Hernández 2010-2 Enrico Nardi ITM
4 Oscar Zapata Noreña 2010-2 Diego Restrepo Q. UdeA
5 Diego A. Gutierrez Isaza 2009-1 William Ponce G. ITM
6 José Patricio Valencia Valencia 2006-2 Huanchuan Wu UdeA
7 Jorge Ivan Zuluaga Callejas 2004-2 Enrico Nardi UdeA
8 Luis Alberto Sanchez Duque 2002-2 William Ponce G., Daniel Jaramillo UNAL sede Medellìn
9 Jesús María Mira Martínez 2000-2 Enrico Nardi UdeA
\n", "
" ], "text/plain": [ " ESTUDIANTE Fecha de graduación \\\n", "0 Mauricio Velásquez López 2013-1 \n", "1 Richard H. Benavides Palacios 2011-2 \n", "2 Yithsbey Giraldo Usuga 2009-2 \n", "3 Luis A. Muñoz Hernández 2010-2 \n", "4 Oscar Zapata Noreña 2010-2 \n", "5 Diego A. Gutierrez Isaza 2009-1 \n", "6 José Patricio Valencia Valencia 2006-2 \n", "7 Jorge Ivan Zuluaga Callejas 2004-2 \n", "8 Luis Alberto Sanchez Duque 2002-2 \n", "9 Jesús María Mira Martínez 2000-2 \n", "\n", " ASESOR Estado Laboral \n", "0 Diego Restrepo Q. \n", "1 William Ponce G. ITM \n", "2 William Ponce G. Universidad de Nariño \n", "3 Enrico Nardi ITM \n", "4 Diego Restrepo Q. UdeA \n", "5 William Ponce G. ITM \n", "6 Huanchuan Wu UdeA \n", "7 Enrico Nardi UdeA \n", "8 William Ponce G., Daniel Jaramillo UNAL sede Medellìn \n", "9 Enrico Nardi UdeA " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dff=df[pd.np.logical_and(df['GRUPO'].str.contains('GFIF'),df['Estado']=='Graduado')]\n", "dff=dff[['ESTUDIANTE','Fecha de graduación','ASESOR','Estado Laboral']]\n", "dff.reset_index(drop=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "See [Compile a LaTeX document into a png image](http://tex.stackexchange.com/questions/11866/compile-a-latex-document-into-a-png-image-thats-as-short-as-possible):" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f=open('doctorado.tex','w')\n", "#f.write(r'\\documentclass[convert]{standalone}')\n", "f.write(r'''\\documentclass[convert={size=800x600}]{standalone}\n", "\\usepackage[utf8]{inputenc}\n", "\\begin{document}\n", "''')\n", "s=dff.to_latex(index=False)\n", "f.write(s.encode(\"utf\"))\n", "f.write(r'\\end{document}')\n", "f.close()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%%bash\n", "pdflatex -shell-escape doctorado.tex > /dev/null" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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lSRfppCmhw1TiVpX0S2OO7h5RgCqSirQO38VOreDxdlkrc+D4AhnpZvEqQvJO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\nR+wZWxRA5iJTg+3e4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"text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename='doctorado.png')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\\documentclass[convert={size=800x600}]{standalone}\n", "\\usepackage[utf8]{inputenc}\n", "\\begin{document}\n", "\\begin{tabular}{llll}\n", "\\toprule\n", " ESTUDIANTE & Fecha de graduación & ASESOR & Estado Laboral \\\\\n", "\\midrule\n", " Mauricio Velásquez López & 2013-1 & Diego Restrepo Q. & \\\\\n", " Richard H. Benavides Palacios & 2011-2 & William Ponce G. & ITM \\\\\n", " Yithsbey Giraldo Usuga & 2009-2 & William Ponce G. & Universidad de Nariño \\\\\n", " Luis A. Muñoz Hernández & 2010-2 & Enrico Nardi & ITM \\\\\n", " Oscar Zapata Noreña & 2010-2 & Diego Restrepo Q. & UdeA \\\\\n", " Diego A. Gutierrez Isaza & 2009-1 & William Ponce G. & ITM \\\\\n", " José Patricio Valencia Valencia & 2006-2 & Huanchuan Wu & UdeA \\\\\n", " Jorge Ivan Zuluaga Callejas & 2004-2 & Enrico Nardi & UdeA \\\\\n", " Luis Alberto Sanchez Duque & 2002-2 & William Ponce G., Daniel Jaramillo & UNAL sede Medellìn \\\\\n", " Jesús María Mira Martínez & 2000-2 & Enrico Nardi & UdeA \\\\\n", "\\bottomrule\n", "\\end{tabular}\n", "\\end{document}\n" ] } ], "source": [ "catutf8('doctorado.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estudiantes Graduados Doctorado en Física por Grupos" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dft=df[df['Estado']=='Graduado']\n", "dft['GRUPO'].value_counts().plot(kind='barh', rot=0)\n", "#plt.savefig('doc.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Proyectos vigentes

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A continuación obtendremos una lista en $\\LaTeX$ con los proyectos vigentes del Grupo GFIF" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Index([u'Timestamp', u'Username', u'Proyecto ID', u'Título', u'Investigador Principal', u'Acta', u'Fecha de Inicio', u'Fecha de Finalización', u'Tipo', u'Centro', u'Grupo', u'Valor Total', u'Recursos Frescos', u'Número de contrato'], dtype='object')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df=read_google_cvs(gss_key='0AjqGPI5Q_Ez6dFE1S2pWQkZJdFkycWFvNXdaMDhkWFE',gss_query=\"select *\")\n", "df.columns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Adicione una nueva columna al DataFrame de pandas filtrado con los proyectos de `'GFIF'`, con el año obtenido a partir de la `'Fecha de Finalización'`" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "df=df[df['Grupo'].str.contains('GFIF')]\n", "df=df.reset_index(drop=True)\n", "year=[]\n", "for i in range(df.shape[0]):\n", " year.append(int(df['Fecha de Finalización'][i].split('-')[0]))\n", " \n", "df['Año de Finalización']=year" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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Investigador PrincipalFecha de InicioTipo
0 Eduardo Rojas Peña 2015-03-18 Postdoc COLCIENCIAS
1 Óscar Zapata 2015-03-01 Colciencias
2 Diego Alejandro Restrepo Quintero 2014-10-20 Convocatoria Programática Ciencias Exactas 201...
3 Diego Restrepo 2014-10-13 Sostenibilidad
4 Óscar Alberto Zapata Noreña 2014-03-14 Convocatoria Ciencias Exactas
5 William Ponce 2014-02-17 Convocatoria Ciencias Exactas
6 Antonio Enea Romano 2013-10-01 SUI 2013
7 Oscar Zapata 2013-08-21 ICTP
8 Diego Restrepo 2013-08-21 ICTP
\n", "
" ], "text/plain": [ " Investigador Principal Fecha de Inicio \\\n", "0 Eduardo Rojas Peña 2015-03-18 \n", "1 Óscar Zapata 2015-03-01 \n", "2 Diego Alejandro Restrepo Quintero 2014-10-20 \n", "3 Diego Restrepo 2014-10-13 \n", "4 Óscar Alberto Zapata Noreña 2014-03-14 \n", "5 William Ponce 2014-02-17 \n", "6 Antonio Enea Romano 2013-10-01 \n", "7 Oscar Zapata 2013-08-21 \n", "8 Diego Restrepo 2013-08-21 \n", "\n", " Tipo \n", "0 Postdoc COLCIENCIAS \n", "1 Colciencias \n", "2 Convocatoria Programática Ciencias Exactas 201... \n", "3 Sostenibilidad \n", "4 Convocatoria Ciencias Exactas \n", "5 Convocatoria Ciencias Exactas \n", "6 SUI 2013 \n", "7 ICTP \n", "8 ICTP " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import datetime\n", "dff=df[df['Año de Finalización']>=datetime.datetime.now().year]\n", "dff=dff.sort(['Fecha de Inicio'],ascending=False)\n", "dff=dff.reset_index(drop=True)\n", "dff[['Investigador Principal','Fecha de Inicio','Tipo']]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Prepare $\\LaTeX$ output" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f=open('proyectos.tex','w')\n", "f.write(r'''\\documentclass{article}\n", "\\usepackage[utf8]{inputenc}\n", "\\pagestyle{empty}\n", "\\begin{document}\n", "\\begin{itemize}\n", "''')\n", "for i in range(dff.shape[0]):\n", " f.write(r'''\\item %s\n", "\\begin{itemize}\n", "\\item Investigador principal: %s\n", "\\item Fecha de inicio y tipo: %s, %s\n", "\\end{itemize}\n", "''' %(dff['Título'][i],\\\n", " dff['Investigador Principal'][i],\\\n", " dff['Fecha de Inicio'][i].split('-')[0],\\\n", " dff['Tipo'][i])\n", " ) \n", "\n", "f.write(r'''\\end{itemize}\n", "\\end{document}\n", "''')\n", "f.close()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%%bash\n", "pdflatex -shell-escape proyectos.tex >/dev/null\n", "pdfcrop proyectos.pdf proyectos.pdf >/dev/null\n", "convert -resize 559x749 -density 300 proyectos.pdf proyectos.png" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Open file generated without `-resize` in a new tab to get default size. The resize:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([ 559.3, 749.7])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1.7*pd.np.asarray([329,441])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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aU8PUZba6UKa7LUF/H7HMw2YYJkNumih2UizloyYpJvsY1kVSs7RuGccIkwxC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j02aYb7b29TYLi3+Vtlx3Cfe4R4pfgLY4b15r7mb6d7R6D+V+4Txh7nt/LcdZxN+miMcbuKY7gZ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\nCELFxEW9yxjr/Je1ffy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"text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "Image(filename='proyectos.png')" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\\documentclass{article}\n", "\\usepackage[utf8]{inputenc}\n", "\\pagestyle{empty}\n", "\\begin{document}\n", "\\begin{itemize}\n", "\\item Fenomengología de bosones vectorial neutros extra\n", "\\begin{itemize}\n", "\\item Investigador principal: Eduardo Rojas Peña\n", "\\item Fecha de inicio y tipo: 2015, Postdoc COLCIENCIAS\n", "\\end{itemize}\n", "\\item Fenomenología de modelos escotogénicos\n", "\\begin{itemize}\n", "\\item Investigador principal: Óscar Zapata\n", "\\item Fecha de inicio y tipo: 2015, Colciencias\n", "\\end{itemize}\n", "\\item Fenomenología de modelos con materia oscura escalar y masas de neutrinos\n", "\\begin{itemize}\n", "\\item Investigador principal: Diego Alejandro Restrepo Quintero\n", "\\item Fecha de inicio y tipo: 2014, Convocatoria Programática Ciencias Exactas 2014-2015\n", "\\end{itemize}\n", "\\item Estrategia para la Sostenibilidad GFIF 2015-2016\n", "\\begin{itemize}\n", "\\item Investigador principal: Diego Restrepo\n", "\\item Fecha de inicio y tipo: 2014, Sostenibilidad\n", "\\end{itemize}\n", "\\item Implicaciones de modelos tipo seesaw radiativo en las fronteras de la física de partículas y la cosmología\n", "\\begin{itemize}\n", "\\item Investigador principal: Óscar Alberto Zapata Noreña\n", "\\item Fecha de inicio y tipo: 2014, Convocatoria Ciencias Exactas\n", "\\end{itemize}\n", "\\item Masas y mezclas de neutrinos en modelos 3-N-1 (N=3,4)\n", "\\begin{itemize}\n", "\\item Investigador principal: William Ponce\n", "\\item Fecha de inicio y tipo: 2014, Convocatoria Ciencias Exactas\n", "\\end{itemize}\n", "\\item Cosmological effects of local inhomogeneities\n", "\\begin{itemize}\n", "\\item Investigador principal: Antonio Enea Romano\n", "\\item Fecha de inicio y tipo: 2013, SUI 2013\n", "\\end{itemize}\n", "\\item ICTP Simons Associate\n", "\\begin{itemize}\n", "\\item Investigador principal: Oscar Zapata\n", "\\item Fecha de inicio y tipo: 2013, ICTP\n", "\\end{itemize}\n", "\\item ICTP Simons Associate\n", "\\begin{itemize}\n", "\\item Investigador principal: Diego Restrepo\n", "\\item Fecha de inicio y tipo: 2013, ICTP\n", "\\end{itemize}\n", "\\end{itemize}\n", "\\end{document}\n", "\n" ] } ], "source": [ "catutf8('proyectos.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Artículos

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Por Grupo" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Index([u'Timestamp', u'Username', u'Año', u'Tipo', u'Autor(es)', u'Revista', u'Vol.', u'pág.', u'ISSN', u'Artículo', u'Impreso', u'PDF', u'Grupo', u'DOI', u'Tipo.1', u'Rótulo', u'Autores de la UdeA', u'Clasificación Colciencias', u'Factor de Impacto', u'Proyecto'], dtype='object')" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df=read_google_cvs(gss_key='1sZnl3qRMQTfZ2iAp6JFBAtHnqR9rAcBSNcxf7cpuSjM',gss_query=\"select *\")\n", "df.columns" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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AñoAutor(es)ArtículoVol.pág.ISSNRevistaGrupoDOIClasificación ColcienciasFactor de Impacto
980 2014 Romano, Antonio Enea; Chiang, Hsu-Wen; Chen, P... A new method to determine large scale structur... 31 115008 0264-9381 Classical and Quantum Gravity GFIF: Grupo de Fenomenología de Interacciones ... 10.1088/0264-9381/31/11/115008 A1 3.2
982 2013 Romano, Antonio Enea; Can smooth LTB models mimicking the cosmologic... 45 Desconocido 0001-7701 General Relativity and Gravitation GFIF: Grupo de Fenomenología de Interacciones ... 10.1007/s10714-013-1602-1 A1 1.9
983 2015 Cadavid, Alexander Gallego; Romano, Antonio En... Effects of discontinuities of the derivatives ... 75 Desconocido 1434-6044 European Physical Journal C GFIF: Grupo de Fenomenología de Interacciones ... 10.1140/epjc/s10052-015-3733-x A1 5.2
985 2015 Hollyhead, Katherine; Bastian, Nate; Adamo, An... Studying the YMC population of M83: how long c... 449 Desconocido 0035-8711 Monthly Notices of the Royal Astronomical Society Desconocido 10.1093/mnras/stv331 A1 5.5
986 2014 Bastian, N; Adamo, Angela; Schirmer, M; Hollyh... The effect of spatial resolution on optical an... 444 Desconocido 0035-8711 Monthly Notices of the Royal Astronomical Society Desconocido 10.1093/mnras/stu1695 A1 5.5
\n", "
" ], "text/plain": [ " Año Autor(es) \\\n", "980 2014 Romano, Antonio Enea; Chiang, Hsu-Wen; Chen, P... \n", "982 2013 Romano, Antonio Enea; \n", "983 2015 Cadavid, Alexander Gallego; Romano, Antonio En... \n", "985 2015 Hollyhead, Katherine; Bastian, Nate; Adamo, An... \n", "986 2014 Bastian, N; Adamo, Angela; Schirmer, M; Hollyh... \n", "\n", " Artículo Vol. pág. \\\n", "980 A new method to determine large scale structur... 31 115008 \n", "982 Can smooth LTB models mimicking the cosmologic... 45 Desconocido \n", "983 Effects of discontinuities of the derivatives ... 75 Desconocido \n", "985 Studying the YMC population of M83: how long c... 449 Desconocido \n", "986 The effect of spatial resolution on optical an... 444 Desconocido \n", "\n", " ISSN Revista \\\n", "980 0264-9381 Classical and Quantum Gravity \n", "982 0001-7701 General Relativity and Gravitation \n", "983 1434-6044 European Physical Journal C \n", "985 0035-8711 Monthly Notices of the Royal Astronomical Society \n", "986 0035-8711 Monthly Notices of the Royal Astronomical Society \n", "\n", " Grupo \\\n", "980 GFIF: Grupo de Fenomenología de Interacciones ... \n", "982 GFIF: Grupo de Fenomenología de Interacciones ... \n", "983 GFIF: Grupo de Fenomenología de Interacciones ... \n", "985 Desconocido \n", "986 Desconocido \n", "\n", " DOI Clasificación Colciencias \\\n", "980 10.1088/0264-9381/31/11/115008 A1 \n", "982 10.1007/s10714-013-1602-1 A1 \n", "983 10.1140/epjc/s10052-015-3733-x A1 \n", "985 10.1093/mnras/stv331 A1 \n", "986 10.1093/mnras/stu1695 A1 \n", "\n", " Factor de Impacto \n", "980 3.2 \n", "982 1.9 \n", "983 5.2 \n", "985 5.5 \n", "986 5.5 " ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "publicadas=df[df['ISSN']!='0000-0000']\n", "publicadas=publicadas.reset_index(drop=True)\n", "publicadas=publicadas.replace('','Desconocido')\n", "\n", "#Ejemplo visualización\n", "publicadas[['Año','Autor(es)','Artículo','Vol.','pág.','ISSN','Revista','Grupo','DOI','Clasificación Colciencias','Factor de Impacto']][publicadas['DOI']!='Not DOI'][-5:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Todos los años" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ejemplos plots con `pandas`: http://pandas.pydata.org/pandas-docs/dev/visualization.html" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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QBEHQgZhZl7qA04BLW6jfBxgPnAKcTDJKrgVGAGcC/YGXW+h/LjC8TPl0YKcW+jUCo7P8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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "publicadas['Grupo'].value_counts()[:10].plot(kind='barh', rot=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Últimos cinco años" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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KybpeBn0uF4oQZ1YEjRA6603orC9F0VkrYZSuAEjaFOgNnEsyTjO+CfzIzP4GYGbvmtmv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\ns2OU9h6/X344w+nYrrw6yXne6vGC/4149XhrzvR0FqdKfh7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import datetime\n", "publicadas5=publicadas[publicadas['Año']>datetime.datetime.now().year-5]\n", "publicadas5['Grupo'].value_counts()[:10].plot(kind='barh', rot=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Internacionales y Nacionales" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The group counts, analogous to the value_counts function above, can be computed\n", " using size. This result is then reshaped into a table with unstack:" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mxgFtabo/MJwFzyktpH+bPU8X6z1f/fz0OrSXzE7/blif+WIy097e3jLz06dP71bxtPp8\nd+3PQqHAxIkTAWhra6NWrqE1W0alG7y+HxHtuWWrAw9ExIaphvaEcgltSTufBQ4prbUt2eYQYGS5\n+lZJawOjgSOBsyLi0nwNbYrjh8DuEfGOpMlkI7P9gX0j4pC03THAJhFxjKQXgXUi4v2ULP87Itbs\n4jwmARPIEtGZETEhLf8tcDUwi1RDm+8bSQ+lOGan7V8mS7jHAqsXk3xJPwSeLynpcA2tLSbX0FrP\n5hpaMwMgIv4G9JH01dzilbvaT9IQSR/NLdoCmNPVbhXaGgy8GBEXAb9JbQHMl1S8QrQa8GpKZoeS\njb4GcB+ws6SBKWndL9f03cD+aXoscEeZY+8iaaU0vSqwMfAMMIWsPKKXpDWBnYCpnZzbHWSlE0ja\nExiQ4psC7C2pr6SVyUaMp3TSjpmZNYgTWrNl295kSeHT6caqicA307pg0RrazwKrABOVPerqYWAo\naayokxraYOEa2oeUPS2hHZguaRpZQlp8FNYFwIx0U9jNQG9JjwI/Ae4BiIj/pOPeA9wJPJI73tHA\noSm+sUC5G7JGAPenbe4GLoyIByPiOmAG8DBwG3BiRLyQOw9Kpk8BdpI0i6z04JkU30OpP6cC96b2\nK5VUtIBCswOoQqHZAVSp0OwAqtIqtZSOs75aJc5aueTAzKyBWqfkoMCCOs7uqkD3jxHqE2fjSw4K\nhUJHLWN35jjrq1XirLXkwAmtmVkDtU5Ca92La2itZ3MNrZmZmZn1KE5ozcyM1qj7LDQ7gCoVmh1A\nVVqlltJx1lerxFkrJ7RmZmZm1tJcQ2tm1kCuobXF4xpa69l8U5iZWTeSJbRm3YN/51ur8E1hZmbd\nTER0+9fkyZObHsOyEGN3jzOvVWopHWd9tUqctXJCa2ZmZmYtzSUHZmYNJCn8c9bMrDYuOTAzMzOz\nHsUJrZmZtURdXSvECI6z3hxnfbVKnLVyQmtmZmZmLc01tGZmDeQaWjOz2rmG1szMzMx6FCe0ZmbW\nEnV1rRAjOM56c5z11Spx1soJrZmZmZm1NNfQmpk1kGtozcxq5xpaMzMzM+tRnNCamVlL1NW1Qozg\nOOvNcdZXq8RZKye0ZmZmZtbSXENrZtZArqE1M6uda2jNzMzMrEdxQmtmZi1RV9cKMYLjrDfHWV+t\nEmetejc7ADOzZZ1U9VUz68FcmmK2+FxDa2bWQJIC/HPWuiIntGY5rqE1MzMzsx7FCa2ZmQGFZgdQ\nhUKzA6hSodkBVKVVaikdZ321Spy1ckJr3ZqkoySt3Ow4zMzMrPtqaEIraZCkyyU9JekBSXdL2jut\na5c0V9JD6XVrWj5e0glpeqKkp3PbHNXF8UZJKkh6UtKDkm6QtFkjz7GLeNokzaxxnw9y5/uQpMGN\niq/RFuf8S/b/KrBSRLy5GPu2S5pUw/ZVxSrpu7XGUi+STpG0WxOOO0fSjNxncps6tDlO0rn1iG8x\njr25pD2r2K6mz1Dra292AFVob3YAVWpvdgBVaW9vb3YIVXGc9dUqcdaqYU85UHZb7/XAhIg4MC0b\nDOyV2+z2iNirZNdgwR0UAXwjIq6t4niDgKuAAyLi3rRse2BjYFbJtstFxAe1n9VS8VZEbNHsIJot\nfX7ejYjTmh1Lie8AP65lB0m9IuLDJT1wRJy8pG0s7qGB9oh4pUnHr7ctgBHATc0OxMzM6qORI7S7\nkiUkFxQXRMSzEXFebptKd6+pim1KHQVMLCaz6Xh3RcQfoWO091eS7gVOk3RycSQ4rZ8laXAaqXtc\n0mWSHpV0jaS+aZvdJE1Lo1W/kbTCIoFLIyQ9LGk6cERu+XKSTpc0Na3/SpXnVWyzkEa5b5a0dlpe\nkHSqpPskPSFph7S8j6QJKc5pktrT8nGSrpd0q6TZ6XL+N9I290gakLbbWNJN6Xh3SPpYrg/PlnRX\nGnX/bFqudG4z0zE/X+YcKsW0kqSrJT0i6VpJ90raMn210vclDUzbXZfimSXpyxX6aQ9Jj0l6ENgn\nt3xlSRenfpomqfSPqNJ2xqVYblI22v/TtPxUoG8apbw0Lftiaveh9PnqlZa/IemM9DnYVtL30ns/\nU9Kvc8faRNJfJU1XdlVhw7T8W6mvpkv6ca7/i31e9rOobDR1fGprRu69K9sHkobl4n9Y0iaVuqWk\njwqSRqTpNSTN7qzv0rpD0+f0PmC73PIx6X2fJukvktZKy8dLuiR9BudI2jf16YzUfu+0XdX/PyQt\nD/wA+EI6589L2krZ1aNpyj7bQ8p8Jpa0/1pAodkBVKHQ7ACqVGh2AFVplVpKx1lfrRJnrRqZ0A4D\npnWxzY5acBnzO2XWCzg9t81mkg6XdHiZbTft4ngBrAtsGxEnVFhfNAQ4PyI2BV4HjpDUB5gAfD4i\nPkk2uv21Mu1MAI6MiOElyw8DXouIUcAo4MuS2srs3zd3vn9Iv7TPBT4bESNT+z/KxbxcRGwNHAcU\nR/COBD5IcR4AXCJpxbRuGFmyt1Vq5/WI2BK4Bzg4bXMBcHQ63onAL3LxrR0R2wOjgVPTsn2BzYFP\nAp8ie88GlZxXpZiOAF6OiGHA98hGzsr5UopnK+AYpUS3KL0/FwCjI2IEsDYL3tOTgNtSP+2a4lup\nwnGKNgc+D3yCLPn5SER8G3g7IraIiIMkfTxts10aVf8QGJv2Xwm4NyKGR8RdwHkRMSoiPkH2Ho9O\n2/0OODd9XrYF/qPscvhewKi0vDhKHUB08VkM4MXUB78EvtFFHxwOnJ3iHwH8s0xfCJicPpP35GOp\ntu8krQOMJ0tkdyD7/1rcf0pEbJM+h1cB38y1tSGwS+qPy4C/pHN+G/iflKBW/f8jIuaTfc6uTO/j\n1cDjwI7p+CdTfgR+SfrPzMwarJFfrLDQLztJ55H9InsvJXWQ/SIb00UbpSUHsyptTG4UKY0CrQrc\nGhHHpcXXVPml6v+IiOIv7suAY4C/ALMj4v+l5ZeQJWln547ZH+gXEXemRZcCxVq9TwOfkPS5NL8a\nsAkwp+TYb+dLDpTVAA8D/qrs4ezLAf/ObV/sm2lAW5reHjgHICKekPQMWZIewORUk/qmpNeAYo3g\nTOCTym7A2g64RgseBl8ciQ6yMhIi4rFc0roDcHnq2xck3U6WtOdrUivFtD3w87T8EUkzKO9Ypfpr\nYD3go8B9ufVDyd6fp9L8ZUBxFPzTwBhJxeRuRWB94IkKx4IseZkHIOlRYAPgXyXb7EaWxDyQ+qov\n8J+07gPgD7ltd5V0IlmiOxCYlfpp3eJVhIh4Lx1vN+DiiHgnLX8t146Aj9H5ZzH/mdi3kz4YTPaH\nzEmS1gOuzbWZV2vJQWnftQFrAoWIeDktv4rs/QdYX9LVZH+ErAA8nTvuTRHxgaRZQK+IuCWtm5na\nHULt/z/EwiPO/YHfptHVAJYvc05L0n8tor3ZAVShvdkBVKm92QFUpVVqKR1nfbVKnLVqZEL7CPDZ\n4kxEHCVpdeCBKvbNJ53Vlhw8AmwJ/Ckdb2tll2dH57Z5Kzf9PguPUPfp5PjlkuBq4ird5qiI+EsV\n+5W28UhEbFdh/bvp3w9Y+P2sFN+7uekPc/Mfpv17Aa92Usf7XpljRJnj1dJnnfalsvKE3YBtIuId\nSZPJEorOjlfa5r4R8ffOjlMi30+lfZt3SUSUu1HsneIfT2lE9XxgRET8S9LJZJ+3zv646qxPyp1r\nflmlz0S5PnhcWRnOaODPkg6PiMmdHLso//+nT8m6cn3X2ftzLnBGRNwgaWeykdyi9wAi4kNJ83PL\ni5/Xxf3/kfdDsiR8H0kbUPl68RL03zgW5NP9geEsSHqKh/N8z55Pc+lycDHp8Lzne8p8oVBg4sSJ\nALS1tVGziGjYC7gX+GpufjDZyBJk/5snldnnZOCEND2B7FJiNccaRDbauW1u2cFkI12LtEV2afiK\nNL0l2S/owWS/dT4kS54ALgK+TpZAPQNsnJZPJLssXxrHw8D2afqnwMw0/WXgOqB3mh9Cdgd/6f7z\nSuZXAP6ei2d5YNM0PRnYMk2vkevbrwMX5Y4zJ+03juzydrHt2cDANN2xDrgL+FwxHwM+WaEP56V/\n9wFuJktw1kzHWyv15cxOYlqB7JL4L9LyTckSmC3z8ZFdbv5TWjaU7HLzTiX91Ce9Pxul+StIny+y\nS9D5896iTL/nYy3tp0nF4wGv5N7DjwNPAmum+YHA4NL3kSyD+U+KcRWyqwzfT+vuAT6TplckG+X9\nr/Qe9E3LB+T6f186+SyWvKcjyUbkK/YBsGFu2enAMWX6pqPN3LILSf+3yS7nz+6s78hGX+ekPloe\nmAKck7aZlnvPJ+RiHk/6WVCmT08GTkht1fr/Y1+yevtiW9eSJavFYy7yM2oJ+y8gWuA1uRvEsCzE\nuLhxEkvb5MmTl/oxF4fjrK9WiTP9n6DaV6OfQ7s3sLOyR2/dR/aLt1gfF+lVTlSYplINbUQ8D3wB\n+Imkv0u6i+wXV/4mtHxbfwAGpkuZR7Lw5ecngCPT5dJ+wC8j4l3gULJL8TPIEuBflYn9UOB8SQ+V\nHPMi4FFgmrLHQ/2S8iNGC51vZJehPwf8VNkNRg+R1VqWU9z3F0CvFOeVwCGR1Q6W9nnpdHF+LHBY\nOt4sFn4yxSL7R8R1wAyyZP424MSIeKGKmN5Ly9eU9AjZSNkjwNyS87oZ6J3ej5+QJYELn3h2ef4r\nwI3Kbgp7PnfsHwLLp5uJZgGnlO5fEmtnn80LgBmSLo2Ix4D/BW6V9DBwK1nilm+LyEoGLiTry5tZ\nuFTiILKa4IfJkthBkV1W/xNZKcNDZIlb/lw7+yxWek8r9cHnld1o9xDZpfvfdtIveWcAX5M0DVid\nLvouIv5DlizeA9xJ9j4XjU/n8gDwYidtlbYb6XNd6/+PycCmxZvCyGqUf5LOZbkKx1yS/jMzswZT\nlgRbUbpRa1JkN+9Ygyl7KsDyEfGupI3JapWHRMT7TQ7NrC4kReW/j8yKhH8fmy0giYiotuy0oTW0\nrcw/VZaelYG/pbvVBXzNyayZmZnVwl99WyIi5kT2WCBbCiJiXkRsFdnjrTaPBXexm9lSVWh2AFUo\nNDuAKhWaHUBVWuV5pI6zvlolzlp1mdBKWl/ZQ+1fTK8/pEfUmJmZmZk1XZc1tJL+Svbw98vSorHA\n2IjYvcGxmZm1PNfQWnVcQ2uWV2sNbTUJ7cMRsXlXy8zMbFFOaK06TmjN8mpNaKupoX1Z0kGSlpPU\nW9IXgZcWP0Qzs55GfvnVxWvpa5VaSsdZX60SZ62qSWi/RPa97P8BngP2I3sGppmZVaGWh4M36zV5\n8uSmx7AsxLgkcZrZ4vNzaM3MGkhS+OesmVlt6l5yIGljSZMkvZSecvBHSRstWZhmZmZmZvVRTcnB\n5cDVwDrAusA1wBWNDMrMzJauVqira4UYwXHWm+Osr1aJs1bVJLR9I+LSiJifXpcBfRodmJmZmZlZ\nNap5bNdPgddYMCr7BWAAcBpARLzSyADNzFqZa2jNzGrXiOfQzqHyQxQjIlxPa2ZWgRNaM7Pa1f2m\nsIhoi4gNK7yczJqZLQNaoa6uFWIEx1lvjrO+WiXOWvXuagNJh1BmhDYiftuQiMzMzMzMalBNycF5\nLEho+wK7AtMi4nMNjs3MrOW55MDMrHZ1r6Etc4D+wFUR8V+1Bmdm1tM4oTUzq13da2jLeAvYcDH2\nMzOzbqoV6upaIUZwnPXmOOurVeKsVTU1tJNys72ATcm+aMHMzMzMrOmqqaHdGSgO+b4PPBMR/2h0\nYGZmywKXHJiZ1a6uNbSSegN/jYj2OsRmZtbjOKE1M6tdXWtoI+J94IN0I5iZmS2jWqGurhViBMdZ\nb46zvlolzlp1WUMLvAnMlPSXNA3ZN4Qd07iwzMzMzMyqU00N7bg0udCGEXFJg2IyM1tmuOTAzKx2\ntZYcVByhlbQ3sF5EnJfmpwJrptXfXKIozcx6EKnqn8nWovxHi1lzdVZD+03gT7n5FYCRwM7A1xoZ\nlJnZsiVa4DW5G8TQqjEurFVqFB1nfTnO5uqshnaFiHg2N39XRLwMvCxp5QbHZWZmZmZWlYo1tJKe\nioiNK6x7OiI2amhkZmbLAElRbhTPliVyyYFZndXzsV33SfpKmQN8FbhvcYIz60kktUvattlxlJK0\nn6QNmh2YiJgcAAAgAElEQVSHmZlZvXSW0H4dOFRSQdJZ6VUAxqV11qIkDZJ0uaSnJD0g6e50E2Ax\nCZsr6aH0ujW33/WS7ilpa7ykDyVtnFt2XFq2ZRWxfFHSw5JmSZou6UJJ/ep5vrWQNE7SuTVsX7a/\nJK0LfBeYVmG/MZK+VaeY15A0X9LhuWX9JC1S6y5pLDA4Ip6p8RiHSzqoDuFWc6w5ku4oWTZd0swu\n9msv+aruesRS0+ehtRWaHUAVCs0OoCqtUqPoOOvLcTZXxRraiHhe0nbArsAwsmtmN0TE35ZWcFZ/\nym63vh6YEBEHpmWDgb1ym90eEXuV7Ncf2AyYK2nDiJidVgUwE9gf+FFath8wq4pY9gCOA/aIiOck\n9QIOAQYBc0u27RURH9Z0skvPIv1F1leHRcS75XaIiElAvZKv/YCbgQOAX6dlA4AjgF+WHPd3i3OA\niPh111vV1SqS1ouIf0r6OJXuvmm8mo4pqXf6QhozM1uKuvqmsIiI2yLinIg418nsMmFX4N2IuKC4\nICKeLT6eLSlXs7IvWQJ2DVnymnc98BmANFL7GvByhXbyTgJOiIjnUhwfRsSEiHgytTVH0qmSHgT2\nkzRZ0oi0bg1Js9P0OEl/TOuflPT9jhORjpc0M72OLReEpEMlPSHpPmC73PI1Jf1e0tT02q7c/hXO\nc1vg86mdYyQ9kkaiL8/FfG6aHiTpujQKOV3SNmn5dWkEfZakL3fSj/sD/wusJekjadmpwMZp1Pin\nqb3TUz/MkFSMrV3S7Wn0/anU3wel850haaO03XhJJ6TpTST9NcX6oKQNJa2clj2Y9itN8Iv9/LPc\n/JclnVXmfAK4GvhCmj8AuKLYz5L6SJqQjjNNUnuZY60s6WJJ96Vt9krLl5N0RuqHhyUdmZbPkTQw\nTY+UNLnYVK7NMZLuTe39RdJaub65VNKdQAs/n7u92QFUob3ZAVSlvb292SFUxXHWl+Nsrk4TWlsm\nDaPCZfCcHbXgEvp30rL9gavIEo0DSrZ/HXhW0jCyJOSqtDwAlJURjChznE27iCWAlyJiREQs1GYZ\nW5El3Z8kS35HpGOOA0YB2wBfljQ8v5OkdYDxZInsDimm4jHOBn4WEaOAzwEXVTh2uf7Kx/otYHhE\nbA58tcx5nANMjojhwJbAo2n5lyJiZDq3Y4oJV0n86wNrRcTDwO9ZkAR+C3gqIraIiG9J+iyweeqf\nTwGnS1o7bftJ4HDg48BBwMbpnC8Cjs7FW4z5d8C5Kd5tgf8A7wD7RMQIsj+azizTT1cDYyQtl+bH\nAb8psx3AtWTvJ8BoFh7NPhL4ICI+SfZZvETSiiX7nwTcFhFbp3hOl7QS8BVgMLB5ej8uz51fV6ZE\nxDYRsSXZZzz/PO6hwG4RMbaKdszMrM6q+epbW7Ys9Itb0nlkidx7KYmB7Bf3mNw2g4BNIuLeNP+e\npGER8UiuqavIkotPA7sBh3YcMKKz0cXiMT4B/BZYFfhuRFyda7cat0bEq6mta9M5BXBtRLydW74j\nMD2339ZkyeTLaZurgCFp3aeAj2vBQ/FXlbRSRLxVcuyF+quMGcDlkq4nG80utQvwRchGqcn+QAA4\nVqm2GVgP+CiL3pD5BbJEFrLR84uBs1h01Hh74PL0lVUvSLqdLFF+Hbg/Ip5P5///gFvSPrNSbB0k\nrQKsGxF/TPG+l5YvD/xE0o7Ah8C6ktaKiBeK+0bEm5L+RpbUPg4sX/IZynsZeFXS/mQJfr7Ptyf7\nI4CIeELSMyx4z4o+nY7zjTS/Ilkiuxvwy2L5SvEzU6X1JV0NrE32XO6ni6cG/KlSeUlmHNCWpvsD\nw1kw2lhI/zZ7vrisu8RTbr401mbHk59Pc4UC06dP57jjjuuYhwWjYt1pPl9L2R3iqTTv/uwZ/Vko\nFJg4cSIAbW1t1Cwi/OpBL7LRqkLJstWB2Wm6HZhUsv5osjKC2en1EvB/ad3JwPFAX2AOcE1aPhnY\nsotY7gDaS5adCxycpmcDA3Pr/gKMTNPr5WIeB0zMbfcD4Jj0OiW3/IfAUSXH+wxwSW7+GOCcNP0i\n2fOYOzuHRfor1y8npOleabszyZKz5VLM56b1L5QeJ20/BeiT68+dyhznQeCfuffmHWATsuxpZm67\ns4BDc/O/JRv53Dkff/59y59b7n1eBfhHmTjGAVcCy+Xeu8FlthsF/JGsJOKrFfp0NjCQbLT4JeB/\n8udDNnq7S8nnaLOSeB8APlqm7d8Dnyqz/O/AGml6B7I/cornVXyfCsDoNL1zbpuO97rC+QREC7wm\nd4MYWjVGIm/y5MnRChxnfTnO+kr/r8r+XC33cslBDxNZHXQfZY9fK+rqizIOAP4rIjaMiA3JvjGu\nWEcrsucZv012mftHFdoo5yfAGbm6T8gS40rmpGNDVgKQt7ukAZL6kiWpd5IlhHtL6qvsy0D2Tsvy\npgI7SxqYRhn3y627lSzBBaC0XKEayoZ3B0dEAfg20I8sKcy7jfTte6nGczVgNeDViHhH0lCykonS\ntocAK0fEern35lSy9+t1stHuoinAFyT1krQmsFM692qf8Vd8n98A/impWDO9Yurz1YAXIuIDSbsA\nG5RrJCKmkv0xciBZXWxnrgN+yoIR4/y5jE3HH0I28vpEyTa3sPB7t0Wa/AtweLHsQdKAtHwOCz5b\nn60Qz2rAv9P0uNzyZeR7bdubHUAV2psdQFVapUbRcdaX42wuJ7Q9095kSdzTym6EmsiCesBILwAk\ntQHrR0THpe6ImAO8JmlUfvuIuCoi8pfzi22UraGNiJvILh3fpOymqbuA91mQwETJLmcAX5M0jWxU\nOb9+KvAH4GHg9xExLSIeSuc2FbgXuDCyWtN8DM+R1dDeQ5YE5y+BHwOMTDcPPUJWf7nIaZSJM79u\nOeBSSTPI6oXPjoi5JfsdC+yStnmArJb1ZqC3pEfJEv97Shsn+6Pi2pJlfwD2j4hXgLvSzU8/jYjr\nyEofHiZLoE+MrBygq/ijzPRBZDW9DwN3kT2V4ndkfTUjrX+sQpuQ1dLemfqh0nGJiDci4vRY8NSA\n4vF/AfRKx7oSOCQi5pfE+ENg+XTj2CzglLT8IuBZYIak6SyoBz8FOFvS/WSfwXLnPR64RtIDZKP3\n5bYxM7MmqPhNYWatQtI4YEREHN3VttZ8yp4Ve1ZETG52LEuDWuabwgp0/xHQAt0zxoW/KaxQKLTE\nKJjjrC/HWV+q4zeFmbUKj5C1AEn9JT0BvNVTklkzM1s6PEJrZtZArTNCa4tv4RFaM1tyHqE1MzMz\nsx7FCa2ZmVH6PNXuqdDsAKqSfx5pd+Y468txNpe/WMHMrOGWkSd7mZl1U66hNTNrIEnhn7NmZrVx\nDa2ZmZmZ9ShOaM3MrCXq6lohRnCc9eY466tV4qyVE1ozMzMza2muoTUzayDX0JqZ1c41tGZmZmbW\nozihNTOzlqira4UYwXHWm+Osr1aJs1ZOaM3MzMyspbmG1sysgVxDa2ZWO9fQmpmZmVmP4oTWzMxa\noq6uFWIEx1lvjrO+WiXOWjmhNTMzM7OW5hpaM7MGcg2tmVntXENrZmZmZj2KE1ozM2uJurpWiBEc\nZ705zvpqlThr5YTWzMzMzFqaa2jNzBrINbRmZrVzDa2ZmZmZ9ShOaM3MGkySXxVetWiV2j/HWV+O\ns75aJc5a9W52AGZmy75WKDkoAO1L+Zi1JbRmZpW4htbMrIEkRWsktM0g/DvIzMpxDa2ZmZmZ9ShO\naM0MSZdJGtXsOKyZCs0OoEutUvvnOOvLcdZXq8RZKye0Zj2cpNWBayJiarNjWRokfUzSZ5odh5mZ\n1Y9raM0SSYOAnwFbA68C7wGnRcT1af0OwJnAammXsyLiwrRuPPD/AS+mdTdFxHc7OdZH07GGAq8B\nrwMnR8SUOp9WpyR9Bfh6mn0dOD4i7upin88AT0bEY2n+FOCOiLitocFmx/oAmJFb9JmIeLbCtocA\nt0bEc7ll65C9h1+NiNe7ONYYYNOI+OkSxuwa2opcQ2tm5dVaQ+uE1gxQ9vygu4EJEXFBWjYY2Csi\nzpO0NnAfWQI1PY1q3gJ8PyL+LOlkYF5EnFXFsfqQJWXHR8QNadkwYGREXFKybe+IeL+Op5pvezQw\nHvh0RLwiaQvgemBURDzfyX4TgUkR8YdGxNUZSfMiYtUqt50MfCMiHmxwWF3F4YS2Iie0Zlaebwoz\nWzy7Au8Wk1mAiHg2Is5Ls0eSJbvT07qXgW8C3861Ue1/vLHAXcVkNrX3SDGZlTRe0qWS7gR+K+kQ\nSed2HES6QdJOafoNSWdJmiXpr5LWSMuHS7pX0sOSrpXUv0wc3yJL+F5JMTwEXJLOFUlzJP1U0gxJ\n90naWNJ2wBjgdEnTJG0kaaKkz6Z9tpJ0l6TpaZ9VJLVJukPSg+m1bWkgkk6RdGxu/keSjqmmM8ud\nq6TPASOB36U4+0jaLU3PkPQbSSvkznN8im2GpI+l5eOK/S5pkKTr0nlNl7RNWn6dpAdS/3+5mni7\nr0KzA+hSq9T+Oc76cpz11Spx1soJrVlmGDCtk/WbAqUjfQ+m/SBLZr8u6aH0+rSkMelyfLm2OjsW\nZKUIu0XEgWXW5Ye0VgLuj4jNgNuBk9Py3wInRsTmwMzc8q7O6YHcOQXwWkR8EjgP+HlE3A38iSwR\n3jIink7bRUoQrwSOiYjhwG7A28DzwO4RMQLYHzinTCwXAwcDSOoFfAG4tMx2fXN9XBwhXuRcI+L3\n6VwOjIgt03YTgM+n8+kNfC13ni+m+H4JfKPMcc8BJqfz2hJ4NC3/UkSMBLYCjpE0sMy+wDiywfDx\nwM9ZOHks9Oj5QqGw0C/YZWF++vTp3SqeVp93f9Z3vrv2Z6FQYNy4cYwbN47x48dTs4jwy68e/wKO\nJquJLc6fB0wHpqb5P5CVH+T36Qe8nKZPJishqOZYZ5IlfcX568gSsT/k2vpebv0hwLm5+UnATmn6\nfaBXmt4QeIisxveZ3PYbAQ+WieNlYNWSZZ/JxTEbaEvTywMvpekJwGdz+0wAPgt8ArizzHH6kSWn\nM1J8b1bol1uB4cAewNUVtplXpu2y5wpMBkak6c2B23Pb7Vpynuuk6a2Bv6TpccV+B14Ali8Tz/j0\nOZlOVne9dZltAsKvsi/CzKyc9POh6t/jHqE1yzxCNvIGQEQcRTbCuGZa9CgwomSfEcCs3Hy1JQel\nx9qHLHnKj+69lZt+n4WvpvSp0K4oX6xZKa5HyS7L55WeU15UmO5sGWQ3nT0X2cjoSGCFCttdBBxK\n1hcXV9imK6XnWimm0r56N/37AZW/QXGhtiW1k31Gtols5HY6sGItwZqZWX04oTUDIuJvQB9JX80t\nXjk3fT4wTtLm0PGoq1OB0xbjcJcD26e76PPHKiZYpUnZHGC4MusD+efF9gL2S9MHAlMiu3v/1fRU\nBoCDgEKZOE4Dflq8TC5pONlo8C9y23wh9+/daXoeC570UBTAE8A6kkam9laVtFza9j9pu4OB5crE\nAtlI9R5kSe8tFbZZ+KARc6l8rvk4nwDaJG2c2+72ao6R3EYqUZC0nKTVUtuvRsQ7koYC29TQXjdU\naHYAXcpfquzOHGd9Oc76apU4a1VpJMKsJ9ob+Jmkb5I9futNshu/iIj/SPoicKGkVcmSzp9FxI25\n/RcaDUwJ68iIWKh+NSVAo4GzJP2crMZ0HvB/uXYit/1dkmaTjag+xsJ1r28CoyT9b2qnmIAeAvxK\n0krAU2QjnwuJiEmSPgLcnd2Jz+vA2Fj4CQcDJD0MvAMckJZdmfrhaBYk00TEfElfAM6V1JdslPlT\nZAnyHyQdDNwMvFEaS27/v5EliZVGVsstr3SuE9Pyt4Dt0vJrJPUGpgK/KtNmvu/z08cCF0g6jGwU\n96vpXL4q6VGyhPmeCjGbmVmD+bFdZi1MNTzGajHank1Wg/pKI9ovc7xeZMn65yLiqaVxzKVBfmxX\nJ/zYLjMrT35sl1mP0shsYKllGpI2Bf4O/HVZSmbNzGzpcEJr1sIiorSWtZ5tb7S0Rmcj4tGI2Dgi\nTlwax7NyCs0OoEutUvvnOOvLcdZXq8RZK9fQmpmZWbe1yy67NDsEa7B6lB65htbMrIHSDXdWgX8H\nWVdSLWWzw7AGqfT+1lpD6xFaM7MG8y9jM7PGcg2tmZm1RF1dK8QIjtOsGZzQmpmZmVlLcw2tmVkD\nSerkeyLMrCuuoV221auG1iO0ZmZmZj3MlClTGDp0aMOPM378eA466KCGH8cJrZmZtUQ9ZSvECI5z\naZDU8FdX2trauO2227rcrr29nd/85jf1OO262nHHHXn88ccbfpxq+rIe/JQDMzMza0GNLEPoOgmr\nNvFd0oTuww8/pFev1h1/XFrlIq3bQ2ZmVjft7e3NDqFLrRAjOM6eJCKYOHEiO+ywAyeeeCIDBw5k\no4024uabbwbgpJNOYsqUKRx11FGsuuqqHHPMMQA8/vjj7L777qy++uoMHTqUa665pqPNcePG8bWv\nfY3//u//ZpVVVmHy5Mm0tbVx5plnsvnmm9O/f3/2339/3n33XQBee+01Ro8ezVprrcXAgQMZM2YM\n//rXvzrae+WVVzj00EP5yEc+wsCBA9lnn32AbIR+/fXX79juscceo729nQEDBrDZZpsxadKkhWI6\n8sgjGT16NKutthrbbLMNTz/9dMf6Y489lsGDB9OvXz9GjhzJnXfe2YDe7pwTWjMzM7PFUBx9nTp1\nKkOHDuXll1/mm9/8JocddhgAP/rRj9hxxx05//zzmTdvHueccw5vvvkmu+++O1/84hd58cUXufLK\nKzniiCN47LHHOtq94oor+N73vscbb7zBDjvsgCSuueYabrnlFmbPns2MGTOYOHEikI3gHnbYYTz7\n7LM8++yz9O3bl6OOOqqjrYMOOoh33nmHRx99lBdeeIHjjz9+kfOYP38+Y8aMYY899uDFF1/k3HPP\nZezYsTz55JMd21x11VWMHz+eV199lU022YSTTjqpY92oUaN4+OGHefXVVznwwAPZb7/9eO+99+ra\n111xQmtmZi1RT9kKMYLj7Ik22GADDjvsMCRx8MEH89xzz/HCCy90rM9fdr/hhhvYcMMNOeSQQ+jV\nqxfDhw9n3333XWiUdu+992bbbbcFYMUVVwTgmGOOYe2112bAgAGMGTOG6dOnA3SMuvbp04dVVlmF\n7373u9x+++0APPfcc9x888386le/ol+/fvTu3Zsdd9xxkfjvvfde3nzzTb797W/Tu3dvdtllF0aP\nHs0VV1zRsc2+++7LyJEjWW655Rg7dmzH8QHGjh3LgAED6NWrF8cffzzvvvsuTzzxRD26tmpOaM3M\nzMyWwNprr90xvdJKKwHwxhtvdCzL19E+88wz3HfffQwYMKDjdfnll/P88893bJsvBSh3jL59+3a0\n/9Zbb3H44YfT1tZGv3792HnnnZk7dy4RwT/+8Q8GDhxIv379Oo3/3//+9yLH3GCDDfj3v//dEdOg\nQYPKHh/gjDPOYNNNN6V///4MGDCAuXPn8tJLL3V6zHrzTWFmZtYS9ZStECM4TltY6U1hgwcPZued\nd+bWW2+tS/tnnnkmTz75JFOnTmWttdZi+vTpbLnllkQE66+/Pq+88gpz587tNKldd911+cc//kFE\ndMT7zDPPVPVYrylTpnD66afzt7/9jWHDhgHZqPHSfnawR2jNzMzMFkM1SdugQYN46qmnOuZHjx7N\nk08+yWWXXcb8+fOZP38+999/f8cjtGpNBN944w369u1Lv379eOWVVzjllFM61q2zzjrsueeeHHHE\nEbz22mvMnz+fO+64Y5E2tt56a1ZaaSVOO+005s+fT6FQ4IYbbmD//ffvMqZ58+bRu3dv1lhjDd57\n7z1+8IMf8Prrr9d0DvXghNbMzFqinrIVYgTHufSoga8qI6jw3Nr8/LHHHsvvf/97Bg4cyHHHHccq\nq6zCrbfeypVXXslHPvIR1llnHb7zne903ERVzePA8tscd9xxvP3226yxxhpst9127Lnnngvtf+ml\nl7L88sszdOhQBg0axDnnnLNInCussAKTJk3ipptuYs011+Soo47i0ksvZciQIRVjKs7vscce7LHH\nHgwZMoS2tjb69u3L4MGDy8baSP7qWzOzBmqVr74tFArd/hJ0K8QIjrPe/NW3y7Z6ffWtE1ozswZq\nlYTWrLtyQrtsq1dC65IDMzMzM2tpTmjNzKwl6ilbIUZwnGbN4Md2mZk12NK4IaI78mViM1taXENr\nZtZAkgJ64s9Z1z1afbiGdtnmGlozMzMzM5zQmpkZAIVmB9ClVqn5dJxmS58TWjOzKknaWtLOzY7D\nzMwW5oTWejxJH0q6NDffW9KLkial+UGSbpA0XdIjkm6sos2CpGdKll0vaV79z6BiDBtIOiA3P0LS\n2Uvr+F2p1K+S1pV0TZ2O0V58Hxdj3wslfTw3Pww4HLi7HrF1P+3NDqBLrfAlAOA4bcmsuuqqzJkz\np6HHKBQKrL/++g09xtLmhNYM3gSGSeqT5ncH/smCO3l+ANwSEcMjYhjwrSrbfVXS9gCS+gPrsHTv\nDtoQOLA4ExEPRsSxS/H4XSnbrxHx74jYr7mhQUR8OSIey80/EhFfioj5zYzLzBb+ytlGvbrS1tbG\noEGDeOuttzqWXXTRReyyyy5LdG7z5s2jra1tidroifzYLrPMn4H/Af4AHABcAeyY1q0N3FLcMCJm\nVdFeAFcB+wN3Afumtr8HIGkV4HpgALA88L8R8ae07nvAWOBF4B/AgxFxpqQCcC+wC9AfOCwi7pS0\nHHAqsDOwInB+RFyQlg2V9BBwCTAdOCEixqTL5j/PxboTMBI4BXgV+ARwDfAIcDTQB9g7Ip6W1AZc\nDKyeYjw0Iv5RPHFJvYDHge0i4qU0/wSwTUS8nOujsv2a2p8UEZ+QNA7YG1gJ+ChwZorlQOBd4L8j\n4tXUNydExIOS1gDuj4gN82+IpFHpnPsAb6e4n0z991Pgv4APgQsi4vySNg8AvkP2Je83RsS3U5tv\npDZHpzY/ExEv0JIKdPdR2lb5qlbHuZSMb37bH374IWeffTbf+c53GhiMVcMjtGaZq4D9Ja1Ilszd\nl1t3PvAbSX+T9F1J6xRXpGSxktuAnVJC94V0jKK3gX0iYgSwK1mihqStyJLfTwJ7kiWZxVHdAJaL\niK2B44CT0/LDgNciYhQwCvhySgq/BUyJiC0iopi8Fp0AHBERWwA7pHhIxz0c+DhwELBxavcissQW\n4FxgQkRsDvwOOCffcER8CFxGlpQDfAqYXpLMQif9WmIYsA+wFfAj4PWI2BK4Bzg41zddjX4/BuyY\n9j0Z+HFa/hVgMLB5OqfL821KWpfsj4NdgOHAVpI+k7ZZCbgnIoYDdwBf7iIGM1tGSOIb3/gGZ5xx\nBnPnzl1k/bHHHsvgwYPp168fI0eO5M477+xY9+GHH/LjH/+YTTbZhNVWW42RI0fyr3/9C4BevXrx\n9NNPAzB37lwOPvhg1lprLdra2vjRj37U8YiriRMnssMOO3DiiScycOBANtpoI26++eaOY0yYMIFN\nN92U1VZbjY033pgLLrigkd3RdB6hNQMiYmZKAg8AbixZd6ukjYA9yJLMhyRtFhEvpYSwkg+AO1Ob\nfSLimdxlrF7ATyTtSDYquK6kQcD2wPUR8R7wXpn6z2vTv9OAtjT9aeATkj6X5lcDNgHe7yS2u4Cf\nSfodcG1E/CvFdn9EPA8g6f+xYAR1FllCB7AN2agpZInraWXavxj4I3A28CVgQukGlfq1TFuTI+JN\n4E1JrwHFPplJloBXqz/wW0mbkCWrxZ9/uwG/TIk4EfFqbh+RJdKFYkKe+myndH7vRUTx8/IgWblK\nGeNY8Hb1J8uL29N8If27rM2nuXQnfXEkcEnm29vb69peI+cbcf71nm/F/uxuRo4cSXt7O2eccQY/\n/OEPF1o3atQoxo8fT79+/fj5z3/OfvvtxzPPPMMKK6zAmWeeyZVXXslNN93ERz/6UWbMmEHfvn0X\naf/oo49m3rx5zJ49m5deeolPf/rTrLPOOnzpS18CYOrUqRx66KG8/PLL/PrXv+awww7rSIwHDRrE\njTfeyIYbbsgdd9zBnnvuyVZbbcUWW3T2a6t5CoUCEydOBFi8kouI8MuvHv0C5qV/vwe8RDYi2E52\n2bvc9pOAfbtoczKwJVnZwkvAkSXHGgdcSTbiCjAb2AA4Fhifa+cs4Ph8m2l6DWB2mv49sHuZGBY6\nhzLzw4BvAnOAj5VZnz9exzqyMoPeaXp54MUKffBnstHnp0hf4tJFn00iG51uA2bm+unc3DazgYFp\n+pDiOuAvwMg0vV6ub/JxTwSOStNtJf33qQrv4QhgL+CS3PLDgDPy72ea/hzZyHVpOwHRA1+EWT2U\n+ywBwfgGvqr4/La1tcVtt90Ws2bNin79+sWLL74YF154YbS3t5fdfsCAATFjxoyIiBgyZEj86U9/\nKrudpHjqqafi/fffjxVWWCEee+yxjnW//vWvO9qfMGFCbLLJJh3r3nzzzZAUzz//fNl299577zj7\n7LMjImLy5Mmx3nrrdXmOS0Olvk7Lq/5d7pIDswUuJksmH8kvlLSLpJXS9KrAxsAzZfZfRERMIbu0\nfUXJqtWAFyLiA0m7kCWzQTZyOkbSiqnO9n+qOMwtwBGSeqcYh6R4XwdWLbeDpI0ju8npNOB+soS2\n2hvW7iarDYasrOCOCttdRDaCe3X64VQaw2L3a7GJ3PQcsvIMyBLLclYD/p2mx+WW/wU4PNXSImlA\nbl0AU4GdJa2ettkfuL2GOFtEodkBdKm7j9YVOc6eZdiwYYwePZpTTz11oZvJzjjjDDbddFP69+/P\ngAEDmDt3Li+99BIA//znP9l44407bfell15i/vz5bLDBBh3LBg8e3DECC7D22mt3TK+00koAvPHG\nGwDcdNNNbLPNNqy++uoMGDCAP//5/2/v7mOkqO84jr8/HFj0RAy5xLbeEeFSGmjA+hBrba3aWkRS\npKqJRTYAAAiqSURBVInJoWkbQ4KmTYOKBqolkPKXptgiatqk+FAlVlO0WE0lwbZoa5qqiFeu4kNp\nekVtAcE7oTW98+HbP2b2XNZF3GSO/c3xeSUbZmdmZz87x+mX33znt4+yd29t59fI4YLWLC/kIuK1\niLital2lCDsNeEbSX8iKuTUR8SwcsoeW/Lg/jog3qt+LrPf0dElbyXpVX8j33Qw8DGwlG+HsAT7Y\nnHXgsW4HtgFbJPUAPwVa8mO8m0+LdXXNZ7pKUk/+mQaBDTXHrPdelW0Lgfn5a79BNqpczyNAK3Xa\nDXIHPa9V71X9vrX5qrfdBHxH0haym9XqveaHZG0eW8jOT/X52wFsldRN1iLy/osjdgLXkY3YdgOb\nI6LS9nCwPGZ2BFmxYgVr1qwZKjaffPJJVq5cybp16+jv76evr4/x48dXrtrQ0dHB9u3bP/SYbW1t\njBkz5oApvHbs2EF7e/sh8wwMDHDxxRezZMkSdu/eTV9fH7Nnz6bO2MKI4R5aO+JFxHF11j1BPgoX\nETeRFUz1Xlu3GSki6s7bUnmvyPoxzzpIpJsiYkU+evkEWW/mAceMiD3A5Hw5gKX5o9ZXap5XPtOV\ndfYd+sx13q/6fOyoc9x6Tia7GezlehsPdl4jope8NzYi7iaboaGybXLV8tC2iHgpf7+KZfn6x8mH\nHiPiz2Qj0bX7vEt2k9y1NTmqP//9ZC0itVmPq1p+kGwmi5I6t9kBDqksd+Q755Gns7OTefPmsXr1\nambMmMH+/fsZPXo0bW1tDA4OcuONN7Jv376h/RcsWMCyZcuYNm0anZ2d9PT00N7ezoQJE4b2aWlp\noauri6VLl3LPPfewd+9eVq1axeLFiw+ZZ3BwkMHBQdra2hg1ahQbNmxg48aNTJ8+fVg+fwpc0Jql\n52eSppFNL/XziOhudqBGSboO+DZV8+CamRXqB80OcKDly5ezdu1aJHHBBRcwa9YspkyZQmtrK4sW\nLWLixIlD+15zzTUMDAwwc+ZM9uzZw9SpU1m/fj3AAW0Lt956KwsXLmTy5MmMHTuWK664gvnz5w/t\nVztfbuX5uHHjuOWWW+jq6mJgYIA5c+Ywd+7cuvuOFBrJw89mZs0mKcrRifA4xY7SqvDLm2WZN9U5\niyUV/3fJ0nGwn2++/iNX3e6hNTMzM7NS8witmdkwKs8IbdE8qmbF8AjtyOYRWjMzMzMzXNCamR0G\nOgIfxSvLvKnOaXb4uaA1MxtmjXzbTbMemzZtKvyYZmaHi3tozcyGkaR6X5RmZh+Re2hHtqJ6aD0P\nrZmZmSVtpM2ZasVzy4GZmZWin7IMGcE5izYc7TBlads5UnIWwQWtmZnR3Z3+F9KVISM4Z9Gcs1hl\nydkoF7RmZkZ/f3+zIxxSGTKCcxbNOYtVlpyNckFrZmZmZqXmgtbMzOjt7W12hEMqQ0ZwzqI5Z7HK\nkrNRnrbLzGwYZV99a2ZmjWpk2i4XtGZmZmZWam45MDMzM7NSc0FrZmZmZqXmgtbMbBhImiXpRUl/\nk/S9ZuepkHSnpF2SeqrWTZD0mKSXJW2UdHwzM+aZOiRtkvS8pL9KujLFrJLGSnpKUrekbZJuSDFn\nnqlF0nOSHkk4Y6+krXnOpxPOebykByS9kP/cP5daTkmfzs9j5fGmpCtTy5lnvT7/Xe+R9AtJH2s0\npwtaM7OCSWoBbgNmAdOASyVNbW6qIXeR5ap2HfBYREwBfpc/b7a3gUUR8RngTOC7+TlMKmtE/A84\nLyI+C8wAzpP0RRLLmbsK2AZUbp5JMWMA50bEKRFxRr4uxZyrgUcjYirZz/1FEssZES/l5/EU4DTg\nLWA9ieWUdBJwOXBqREwHWoBLaDCnC1ozs+KdAWyPiN6IeBu4H5jb5EwARMQfgb6a1RcBd+fLdwNf\nP6yh6oiInRHRnS//B3gBOJE0s76VLx5F9j/jPhLLKakdmA3cDlTuHE8qY5XaO9uTyilpPHB2RNwJ\nEBHvRMSbJJazxvlk/016hfRy7iP7B+wxkkYDxwD/osGcLmjNzIp3IvBK1fNX83WpOiEiduXLu4AT\nmhmmVj6CcwrwFAlmlTRKUneeZ1NEPE96OVcBi4H3qtallhGyEdrfStos6fJ8XWo5JwGvS7pL0hZJ\nayS1kl7OapcA9+XLSeWMiDeAHwE7yArZ/oh4jAZzuqA1MyteaedDjGwux2TySzoWeBC4KiL2V29L\nJWtEvJe3HLQDX5J0Xs32puaU9DVgd0Q8xwdHP4HmZ6zyhfwS+YVkbSZnV29MJOdo4FTgJxFxKvBf\nai6HJ5ITAElHAXOAdbXbUsgpqRO4GjgJ+CRwrKRvVu/zUXK6oDUzK95rQEfV8w6yUdpU7ZL0cQBJ\nnwB2NzkPAJLGkBWzayPioXx1klkB8svOvyHrV0w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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tipo5 = np.where(publicadas5['Tipo'].str.contains('Internacional'),'Internacional', 'Nacional')\n", "by_group_tipo5 = publicadas5.groupby(['Grupo', tipo5])\n", "gt_counts = by_group_tipo5.size().unstack().fillna(0)\n", "indexer = gt_counts.sum(1).argsort()\n", "count_subset = gt_counts.take(indexer)\n", "count_subset[4:].plot(kind='barh', stacked=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Clasificación Colciencias" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total A1+A2: 740\n" ] } ], "source": [ "total=publicadas['Clasificación Colciencias'].value_counts()\n", "print \"Total A1+A2: \",total['A1']+total['A2']" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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6gFGzQUmSRmmjZlBJLgWuB55aVbd1x94LPAu4sar++YN8nTMoSVqKM6i9ugz4/e7jrtcB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\nrkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "publicadas['Clasificación Colciencias'].value_counts().plot(kind='barh')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Últimos cinco años" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total A1+A2: 208\n" ] } ], "source": [ "total=publicadas5['Clasificación Colciencias'].value_counts()\n", "print \"Total A1+A2: \",total['A1']+total['A2']" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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anTMoSdJCcoGaYy3uOdtUxqZyLXbZNA4XKElSk5xBFXAGJUmzcwYlSVpILlBzrMU9Z5vK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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "publicadas5['Clasificación Colciencias'].value_counts().plot(kind='barh')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Publicadas último año" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "3" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import datetime\n", "publicadas1=publicadas[publicadas['Año']>datetime.datetime.now().year-1]\n", "len(publicadas1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "

Factor de impacto

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Factor de impacto (FI) en revistas con FI>0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Factor de impacto de los últimos 4 años. Para publicaciones muy antigüas se usa el FI más antigüo" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "collapsed": false }, "outputs": [], "source": [ "publicadas['Factor de Impacto']=publicadas['Factor de Impacto'].replace('Desconocido',-1)" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fi=publicadas[['Factor de Impacto']].replace('null',0)\n", "fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", "fii.astype('float')['Factor de Impacto'].hist() " ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for group in ['GFIF','GES','GFAM','GMC','GOF','MS']:\n", " fi=publicadas[publicadas['Grupo'].str.contains(group)][['Factor de Impacto']].replace('null',0)\n", " fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", " fii.astype('float')['Factor de Impacto'].hist(label=group) \n", " plt.legend(loc='best')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Últimos cinco años" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python2.7/dist-packages/IPython/kernel/__main__.py:1: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_index,col_indexer] = value instead\n", " if __name__ == '__main__':\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "publicadas5['Factor de Impacto']=publicadas5['Factor de Impacto'].replace('Desconocido',-1)\n", "fi=publicadas5[['Factor de Impacto']].replace('null',0)\n", "fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", "fii.astype('float')['Factor de Impacto'].hist() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Por grupo" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for group in ['GFIF','GES','GFAM','GMC','GOF','MS']:\n", " fi=publicadas5[publicadas5['Grupo'].str.contains(group)][['Factor de Impacto']].replace('null',0)\n", " fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", " fii.astype('float')['Factor de Impacto'].hist(label=group) \n", " plt.legend(loc='best')" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for group in ['GMC','GFAM']:\n", " fi=publicadas5[publicadas5['Grupo'].str.contains(group)][['Factor de Impacto']].replace('null',0)\n", " fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", " fii.astype('float')['Factor de Impacto'].hist(label=group) \n", " plt.legend(loc='best')" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for group in ['GMC','GES']:\n", " fi=publicadas5[publicadas5['Grupo'].str.contains(group)][['Factor de Impacto']].replace('null',0)\n", " fii=fi[fi['Factor de Impacto']>0].reset_index(drop=True)\n", " fii.astype('float')['Factor de Impacto'].hist(label=group) \n", " plt.legend(loc='best')" ] }, { "cell_type": "code", "execution_count": 70, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/ipython/gssis/pandas/indicadores\n", "/home/ipython/gssis\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "fatal: Paths with -a does not make sense.\n", "Permission denied (publickey).\r\n", "fatal: Could not read from remote repository.\n", "\n", "Please make sure you have the correct access rights\n", "and the repository exists.\n" ] } ], "source": [ "%%bash\n", "pwd\n", "cd ../..\n", "pwd\n", "git commit -a m \"Updated Indicadores.ipynb 2014-11-05\"\n", "git push origin master" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "u'/home/ipython/gssis/pandas/indicadores'" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pwd" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" } }, "nbformat": 4, "nbformat_minor": 0 }