{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Dans ce billet, je calcule la moyenne d'âge des députés français (c'est-à-dire les élus qui représentent les français à l'assemblée nationale, à ne pas confondre avec les sénateurs). Je me sers pour cela d'un document disponible sur le site de l'assemblée nationale, en PDF. J'en extrais les textes puis les traite afin de tracer un histogramme à l'aide du package d'analyse de données pour Python `pandas`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pourquoi calculer l'âge moyen des députés ? Bonne question : l'idée m'est venue suite à la lecture de ce tweet." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
La moyennz d'âge des députés et sénateurs français est de 65 ans ! STOP ! Place à la jeunesse !
— Geof'☭ (@DebailleuxG) January 2, 2016
\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Comment savoir si ce qui est affirmé ici est vrai ou pas ? Je me concentre ici sur une réponse partielle : calculer l'âge moyen des députés et plus exactement leur distribution.\n",
"\n",
"Ca tombe bien, car l'assemblée nationale met à disposition une liste alphabétique en PDF [ici](http://www2.assemblee-nationale.fr/static/tribun/trombinoscope/trombinoscope_alpha.pdf). Nous allons nous en servir pour calculer la distribution des âges. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Conversion du PDF en texte "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Il s'agit tout d'abord de convertir le fichier PDF en fichier texte brut. Je me sers ici de `pdftotext`, un utilitaire que l'on peut utiliser en ligne de commande."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"pdftotext version 3.04\n",
"Copyright 1996-2014 Glyph & Cog, LLC\n",
"Usage: pdftotext [options] \n", " | Noms | \n", "Dates de naissance | \n", "
---|---|---|
0 | \n", "Damien Abad | \n", "1980-04-05 | \n", "
1 | \n", "Laurence Abeille | \n", "1960-06-17 | \n", "
2 | \n", "Ibrahim Aboubacar | \n", "1965-02-01 | \n", "
3 | \n", "Élie Aboud | \n", "1959-10-12 | \n", "
4 | \n", "Bernard Accoyer | \n", "1945-08-12 | \n", "
5 | \n", "Patricia Adam | \n", "1953-04-15 | \n", "
6 | \n", "Sylviane Alaux | \n", "1945-07-01 | \n", "
7 | \n", "Éric Alauzet | \n", "1958-06-07 | \n", "
8 | \n", "Yves Albarello | \n", "1952-03-17 | \n", "
9 | \n", "Brigitte Allain | \n", "1956-04-23 | \n", "
10 | \n", "Jean-Pierre Allossery | \n", "1945-07-31 | \n", "
11 | \n", "Nicole Ameline | \n", "1952-07-04 | \n", "
12 | \n", "Pouria Amirshahi | \n", "1972-03-27 | \n", "
13 | \n", "François André | \n", "1967-07-19 | \n", "
14 | \n", "Sylvie Andrieux | \n", "1961-12-15 | \n", "
15 | \n", "Benoist Apparu | \n", "1969-11-24 | \n", "
16 | \n", "Nathalie Appéré | \n", "1975-07-08 | \n", "
17 | \n", "Kader Arif | \n", "1959-07-03 | \n", "
18 | \n", "Laurence Arribagé | \n", "1970-05-25 | \n", "
19 | \n", "François Asensi | \n", "1945-06-01 | \n", "
20 | \n", "Christian Assaf | \n", "1972-09-01 | \n", "
21 | \n", "Isabelle Attard | \n", "1969-11-14 | \n", "
22 | \n", "Julien Aubert | \n", "1978-06-11 | \n", "
23 | \n", "Olivier Audibert Troin | \n", "1960-08-16 | \n", "
24 | \n", "Danielle Auroi | \n", "1944-02-29 | \n", "
25 | \n", "Pierre Aylagas | \n", "1942-07-24 | \n", "
26 | \n", "Jean-Marc Ayrault | \n", "1950-01-25 | \n", "
27 | \n", "Bruno Nestor Azerot | \n", "1961-07-22 | \n", "
28 | \n", "Alexis Bachelay | \n", "1973-08-19 | \n", "
29 | \n", "Guillaume Bachelay | \n", "1974-07-13 | \n", "
... | \n", "... | \n", "... | \n", "
547 | \n", "Stéphane Travert | \n", "1969-10-12 | \n", "
548 | \n", "Catherine Troallic | \n", "1974-05-10 | \n", "
549 | \n", "Jean-Paul Tuaiva | \n", "1972-10-30 | \n", "
550 | \n", "Cécile Untermaier | \n", "1951-12-28 | \n", "
551 | \n", "Jean-Jacques Urvoas | \n", "1959-09-19 | \n", "
552 | \n", "Daniel Vaillant | \n", "1949-07-19 | \n", "
553 | \n", "Jacques Valax | \n", "1951-08-23 | \n", "
554 | \n", "François Vannson | \n", "1962-10-20 | \n", "
555 | \n", "Catherine Vautrin | \n", "1960-07-26 | \n", "
556 | \n", "Michel Vauzelle | \n", "1944-08-15 | \n", "
557 | \n", "Francis Vercamer | \n", "1958-05-10 | \n", "
558 | \n", "Patrice Verchère | \n", "1973-12-29 | \n", "
559 | \n", "Fabrice Verdier | \n", "1968-12-16 | \n", "
560 | \n", "Michel Vergnier | \n", "1946-11-25 | \n", "
561 | \n", "Arnaud Viala | \n", "1974-12-04 | \n", "
562 | \n", "Jean-Sébastien Vialatte | \n", "1951-01-30 | \n", "
563 | \n", "Jean-Pierre Vigier | \n", "1969-10-22 | \n", "
564 | \n", "Philippe Vigier | \n", "1958-02-03 | \n", "
565 | \n", "Patrick Vignal | \n", "1958-01-22 | \n", "
566 | \n", "François-Xavier Villain | \n", "1950-05-31 | \n", "
567 | \n", "Jean-Michel Villaumé | \n", "1946-03-27 | \n", "
568 | \n", "Philippe Vitel | \n", "1955-02-22 | \n", "
569 | \n", "Jean Jacques Vlody | \n", "1967-08-19 | \n", "
570 | \n", "Michel Voisin | \n", "1944-10-06 | \n", "
571 | \n", "Jean-Luc Warsmann | \n", "1965-10-22 | \n", "
572 | \n", "Laurent Wauquiez | \n", "1975-04-12 | \n", "
573 | \n", "Éric Woerth | \n", "1956-01-29 | \n", "
574 | \n", "Paola Zanetti | \n", "1976-09-01 | \n", "
575 | \n", "Marie-Jo Zimmermann | \n", "1951-04-29 | \n", "
576 | \n", "Michel Zumkeller | \n", "1966-01-21 | \n", "
577 rows × 2 columns
\n", "\n", " | Noms | \n", "Dates de naissance | \n", "Âge | \n", "
---|---|---|---|
0 | \n", "Damien Abad | \n", "1980-04-05 | \n", "13061 days | \n", "
1 | \n", "Laurence Abeille | \n", "1960-06-17 | \n", "20293 days | \n", "
2 | \n", "Ibrahim Aboubacar | \n", "1965-02-01 | \n", "18603 days | \n", "
3 | \n", "Élie Aboud | \n", "1959-10-12 | \n", "20542 days | \n", "
4 | \n", "Bernard Accoyer | \n", "1945-08-12 | \n", "25716 days | \n", "
5 | \n", "Patricia Adam | \n", "1953-04-15 | \n", "22913 days | \n", "
6 | \n", "Sylviane Alaux | \n", "1945-07-01 | \n", "25758 days | \n", "
7 | \n", "Éric Alauzet | \n", "1958-06-07 | \n", "21034 days | \n", "
8 | \n", "Yves Albarello | \n", "1952-03-17 | \n", "23307 days | \n", "
9 | \n", "Brigitte Allain | \n", "1956-04-23 | \n", "21809 days | \n", "
10 | \n", "Jean-Pierre Allossery | \n", "1945-07-31 | \n", "25728 days | \n", "
11 | \n", "Nicole Ameline | \n", "1952-07-04 | \n", "23198 days | \n", "
12 | \n", "Pouria Amirshahi | \n", "1972-03-27 | \n", "15992 days | \n", "
13 | \n", "François André | \n", "1967-07-19 | \n", "17705 days | \n", "
14 | \n", "Sylvie Andrieux | \n", "1961-12-15 | \n", "19747 days | \n", "
15 | \n", "Benoist Apparu | \n", "1969-11-24 | \n", "16846 days | \n", "
16 | \n", "Nathalie Appéré | \n", "1975-07-08 | \n", "14794 days | \n", "
17 | \n", "Kader Arif | \n", "1959-07-03 | \n", "20643 days | \n", "
18 | \n", "Laurence Arribagé | \n", "1970-05-25 | \n", "16664 days | \n", "
19 | \n", "François Asensi | \n", "1945-06-01 | \n", "25788 days | \n", "
20 | \n", "Christian Assaf | \n", "1972-09-01 | \n", "15834 days | \n", "
21 | \n", "Isabelle Attard | \n", "1969-11-14 | \n", "16856 days | \n", "
22 | \n", "Julien Aubert | \n", "1978-06-11 | \n", "13725 days | \n", "
23 | \n", "Olivier Audibert Troin | \n", "1960-08-16 | \n", "20233 days | \n", "
24 | \n", "Danielle Auroi | \n", "1944-02-29 | \n", "26246 days | \n", "
25 | \n", "Pierre Aylagas | \n", "1942-07-24 | \n", "26831 days | \n", "
26 | \n", "Jean-Marc Ayrault | \n", "1950-01-25 | \n", "24089 days | \n", "
27 | \n", "Bruno Nestor Azerot | \n", "1961-07-22 | \n", "19893 days | \n", "
28 | \n", "Alexis Bachelay | \n", "1973-08-19 | \n", "15482 days | \n", "
29 | \n", "Guillaume Bachelay | \n", "1974-07-13 | \n", "15154 days | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "
547 | \n", "Stéphane Travert | \n", "1969-10-12 | \n", "16889 days | \n", "
548 | \n", "Catherine Troallic | \n", "1974-05-10 | \n", "15218 days | \n", "
549 | \n", "Jean-Paul Tuaiva | \n", "1972-10-30 | \n", "15775 days | \n", "
550 | \n", "Cécile Untermaier | \n", "1951-12-28 | \n", "23387 days | \n", "
551 | \n", "Jean-Jacques Urvoas | \n", "1959-09-19 | \n", "20565 days | \n", "
552 | \n", "Daniel Vaillant | \n", "1949-07-19 | \n", "24279 days | \n", "
553 | \n", "Jacques Valax | \n", "1951-08-23 | \n", "23514 days | \n", "
554 | \n", "François Vannson | \n", "1962-10-20 | \n", "19438 days | \n", "
555 | \n", "Catherine Vautrin | \n", "1960-07-26 | \n", "20254 days | \n", "
556 | \n", "Michel Vauzelle | \n", "1944-08-15 | \n", "26078 days | \n", "
557 | \n", "Francis Vercamer | \n", "1958-05-10 | \n", "21062 days | \n", "
558 | \n", "Patrice Verchère | \n", "1973-12-29 | \n", "15350 days | \n", "
559 | \n", "Fabrice Verdier | \n", "1968-12-16 | \n", "17189 days | \n", "
560 | \n", "Michel Vergnier | \n", "1946-11-25 | \n", "25246 days | \n", "
561 | \n", "Arnaud Viala | \n", "1974-12-04 | \n", "15010 days | \n", "
562 | \n", "Jean-Sébastien Vialatte | \n", "1951-01-30 | \n", "23719 days | \n", "
563 | \n", "Jean-Pierre Vigier | \n", "1969-10-22 | \n", "16879 days | \n", "
564 | \n", "Philippe Vigier | \n", "1958-02-03 | \n", "21158 days | \n", "
565 | \n", "Patrick Vignal | \n", "1958-01-22 | \n", "21170 days | \n", "
566 | \n", "François-Xavier Villain | \n", "1950-05-31 | \n", "23963 days | \n", "
567 | \n", "Jean-Michel Villaumé | \n", "1946-03-27 | \n", "25489 days | \n", "
568 | \n", "Philippe Vitel | \n", "1955-02-22 | \n", "22235 days | \n", "
569 | \n", "Jean Jacques Vlody | \n", "1967-08-19 | \n", "17674 days | \n", "
570 | \n", "Michel Voisin | \n", "1944-10-06 | \n", "26026 days | \n", "
571 | \n", "Jean-Luc Warsmann | \n", "1965-10-22 | \n", "18340 days | \n", "
572 | \n", "Laurent Wauquiez | \n", "1975-04-12 | \n", "14881 days | \n", "
573 | \n", "Éric Woerth | \n", "1956-01-29 | \n", "21894 days | \n", "
574 | \n", "Paola Zanetti | \n", "1976-09-01 | \n", "14373 days | \n", "
575 | \n", "Marie-Jo Zimmermann | \n", "1951-04-29 | \n", "23630 days | \n", "
576 | \n", "Michel Zumkeller | \n", "1966-01-21 | \n", "18249 days | \n", "
577 rows × 3 columns
\n", "\n", " | Noms | \n", "Dates de naissance | \n", "Âge | \n", "Âge (années) | \n", "
---|---|---|---|---|
0 | \n", "Damien Abad | \n", "1980-04-05 | \n", "13061 days | \n", "35.783562 | \n", "
1 | \n", "Laurence Abeille | \n", "1960-06-17 | \n", "20293 days | \n", "55.597260 | \n", "
2 | \n", "Ibrahim Aboubacar | \n", "1965-02-01 | \n", "18603 days | \n", "50.967123 | \n", "
3 | \n", "Élie Aboud | \n", "1959-10-12 | \n", "20542 days | \n", "56.279452 | \n", "
4 | \n", "Bernard Accoyer | \n", "1945-08-12 | \n", "25716 days | \n", "70.454795 | \n", "
5 | \n", "Patricia Adam | \n", "1953-04-15 | \n", "22913 days | \n", "62.775342 | \n", "
6 | \n", "Sylviane Alaux | \n", "1945-07-01 | \n", "25758 days | \n", "70.569863 | \n", "
7 | \n", "Éric Alauzet | \n", "1958-06-07 | \n", "21034 days | \n", "57.627397 | \n", "
8 | \n", "Yves Albarello | \n", "1952-03-17 | \n", "23307 days | \n", "63.854795 | \n", "
9 | \n", "Brigitte Allain | \n", "1956-04-23 | \n", "21809 days | \n", "59.750685 | \n", "
10 | \n", "Jean-Pierre Allossery | \n", "1945-07-31 | \n", "25728 days | \n", "70.487671 | \n", "
11 | \n", "Nicole Ameline | \n", "1952-07-04 | \n", "23198 days | \n", "63.556164 | \n", "
12 | \n", "Pouria Amirshahi | \n", "1972-03-27 | \n", "15992 days | \n", "43.813699 | \n", "
13 | \n", "François André | \n", "1967-07-19 | \n", "17705 days | \n", "48.506849 | \n", "
14 | \n", "Sylvie Andrieux | \n", "1961-12-15 | \n", "19747 days | \n", "54.101370 | \n", "
15 | \n", "Benoist Apparu | \n", "1969-11-24 | \n", "16846 days | \n", "46.153425 | \n", "
16 | \n", "Nathalie Appéré | \n", "1975-07-08 | \n", "14794 days | \n", "40.531507 | \n", "
17 | \n", "Kader Arif | \n", "1959-07-03 | \n", "20643 days | \n", "56.556164 | \n", "
18 | \n", "Laurence Arribagé | \n", "1970-05-25 | \n", "16664 days | \n", "45.654795 | \n", "
19 | \n", "François Asensi | \n", "1945-06-01 | \n", "25788 days | \n", "70.652055 | \n", "
20 | \n", "Christian Assaf | \n", "1972-09-01 | \n", "15834 days | \n", "43.380822 | \n", "
21 | \n", "Isabelle Attard | \n", "1969-11-14 | \n", "16856 days | \n", "46.180822 | \n", "
22 | \n", "Julien Aubert | \n", "1978-06-11 | \n", "13725 days | \n", "37.602740 | \n", "
23 | \n", "Olivier Audibert Troin | \n", "1960-08-16 | \n", "20233 days | \n", "55.432877 | \n", "
24 | \n", "Danielle Auroi | \n", "1944-02-29 | \n", "26246 days | \n", "71.906849 | \n", "
25 | \n", "Pierre Aylagas | \n", "1942-07-24 | \n", "26831 days | \n", "73.509589 | \n", "
26 | \n", "Jean-Marc Ayrault | \n", "1950-01-25 | \n", "24089 days | \n", "65.997260 | \n", "
27 | \n", "Bruno Nestor Azerot | \n", "1961-07-22 | \n", "19893 days | \n", "54.501370 | \n", "
28 | \n", "Alexis Bachelay | \n", "1973-08-19 | \n", "15482 days | \n", "42.416438 | \n", "
29 | \n", "Guillaume Bachelay | \n", "1974-07-13 | \n", "15154 days | \n", "41.517808 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
547 | \n", "Stéphane Travert | \n", "1969-10-12 | \n", "16889 days | \n", "46.271233 | \n", "
548 | \n", "Catherine Troallic | \n", "1974-05-10 | \n", "15218 days | \n", "41.693151 | \n", "
549 | \n", "Jean-Paul Tuaiva | \n", "1972-10-30 | \n", "15775 days | \n", "43.219178 | \n", "
550 | \n", "Cécile Untermaier | \n", "1951-12-28 | \n", "23387 days | \n", "64.073973 | \n", "
551 | \n", "Jean-Jacques Urvoas | \n", "1959-09-19 | \n", "20565 days | \n", "56.342466 | \n", "
552 | \n", "Daniel Vaillant | \n", "1949-07-19 | \n", "24279 days | \n", "66.517808 | \n", "
553 | \n", "Jacques Valax | \n", "1951-08-23 | \n", "23514 days | \n", "64.421918 | \n", "
554 | \n", "François Vannson | \n", "1962-10-20 | \n", "19438 days | \n", "53.254795 | \n", "
555 | \n", "Catherine Vautrin | \n", "1960-07-26 | \n", "20254 days | \n", "55.490411 | \n", "
556 | \n", "Michel Vauzelle | \n", "1944-08-15 | \n", "26078 days | \n", "71.446575 | \n", "
557 | \n", "Francis Vercamer | \n", "1958-05-10 | \n", "21062 days | \n", "57.704110 | \n", "
558 | \n", "Patrice Verchère | \n", "1973-12-29 | \n", "15350 days | \n", "42.054795 | \n", "
559 | \n", "Fabrice Verdier | \n", "1968-12-16 | \n", "17189 days | \n", "47.093151 | \n", "
560 | \n", "Michel Vergnier | \n", "1946-11-25 | \n", "25246 days | \n", "69.167123 | \n", "
561 | \n", "Arnaud Viala | \n", "1974-12-04 | \n", "15010 days | \n", "41.123288 | \n", "
562 | \n", "Jean-Sébastien Vialatte | \n", "1951-01-30 | \n", "23719 days | \n", "64.983562 | \n", "
563 | \n", "Jean-Pierre Vigier | \n", "1969-10-22 | \n", "16879 days | \n", "46.243836 | \n", "
564 | \n", "Philippe Vigier | \n", "1958-02-03 | \n", "21158 days | \n", "57.967123 | \n", "
565 | \n", "Patrick Vignal | \n", "1958-01-22 | \n", "21170 days | \n", "58.000000 | \n", "
566 | \n", "François-Xavier Villain | \n", "1950-05-31 | \n", "23963 days | \n", "65.652055 | \n", "
567 | \n", "Jean-Michel Villaumé | \n", "1946-03-27 | \n", "25489 days | \n", "69.832877 | \n", "
568 | \n", "Philippe Vitel | \n", "1955-02-22 | \n", "22235 days | \n", "60.917808 | \n", "
569 | \n", "Jean Jacques Vlody | \n", "1967-08-19 | \n", "17674 days | \n", "48.421918 | \n", "
570 | \n", "Michel Voisin | \n", "1944-10-06 | \n", "26026 days | \n", "71.304110 | \n", "
571 | \n", "Jean-Luc Warsmann | \n", "1965-10-22 | \n", "18340 days | \n", "50.246575 | \n", "
572 | \n", "Laurent Wauquiez | \n", "1975-04-12 | \n", "14881 days | \n", "40.769863 | \n", "
573 | \n", "Éric Woerth | \n", "1956-01-29 | \n", "21894 days | \n", "59.983562 | \n", "
574 | \n", "Paola Zanetti | \n", "1976-09-01 | \n", "14373 days | \n", "39.378082 | \n", "
575 | \n", "Marie-Jo Zimmermann | \n", "1951-04-29 | \n", "23630 days | \n", "64.739726 | \n", "
576 | \n", "Michel Zumkeller | \n", "1966-01-21 | \n", "18249 days | \n", "49.997260 | \n", "
577 rows × 4 columns
\n", "\n", " | Noms | \n", "Dates de naissance | \n", "Âge | \n", "Âge (années) | \n", "
---|---|---|---|---|
395 | \n", "Marion Maréchal-Le Pen | \n", "1989-12-10 | \n", "9525 days | \n", "26.095890 | \n", "
359 | \n", "Marie Le Vern | \n", "1983-01-11 | \n", "12050 days | \n", "33.013699 | \n", "
160 | \n", "Gérald Darmanin | \n", "1982-10-11 | \n", "12142 days | \n", "33.265753 | \n", "
393 | \n", "Laurent Marcangeli | \n", "1980-12-10 | \n", "12812 days | \n", "35.101370 | \n", "
105 | \n", "Fanélie Carrey-Conte | \n", "1980-05-16 | \n", "13020 days | \n", "35.671233 | \n", "
0 | \n", "Damien Abad | \n", "1980-04-05 | \n", "13061 days | \n", "35.783562 | \n", "
139 | \n", "Romain Colas | \n", "1979-11-22 | \n", "13196 days | \n", "36.153425 | \n", "
195 | \n", "Virginie Duby-Muller | \n", "1979-08-16 | \n", "13294 days | \n", "36.421918 | \n", "
290 | \n", "Razzy Hammadi | \n", "1979-02-22 | \n", "13469 days | \n", "36.901370 | \n", "
176 | \n", "Sébastien Denaja | \n", "1979-01-14 | \n", "13508 days | \n", "37.008219 | \n", "
292 | \n", "Mathieu Hanotin | \n", "1978-08-22 | \n", "13653 days | \n", "37.405479 | \n", "
207 | \n", "Olivier Dussopt | \n", "1978-08-16 | \n", "13659 days | \n", "37.421918 | \n", "
22 | \n", "Julien Aubert | \n", "1978-06-11 | \n", "13725 days | \n", "37.602740 | \n", "
157 | \n", "Seybah Dagoma | \n", "1978-06-09 | \n", "13727 days | \n", "37.608219 | \n", "
273 | \n", "Laurent Grandguillaume | \n", "1978-01-20 | \n", "13867 days | \n", "37.991781 | \n", "
453 | \n", "Sébastien Pietrasanta | \n", "1977-08-07 | \n", "14033 days | \n", "38.446575 | \n", "
46 | \n", "Nicolas Bays | \n", "1977-05-01 | \n", "14131 days | \n", "38.715068 | \n", "
488 | \n", "Thierry Robert | \n", "1977-04-01 | \n", "14161 days | \n", "38.797260 | \n", "
339 | \n", "Guillaume Larrivé | \n", "1977-01-24 | \n", "14228 days | \n", "38.980822 | \n", "
469 | \n", "Christophe Premat | \n", "1976-12-07 | \n", "14276 days | \n", "39.112329 | \n", "
574 | \n", "Paola Zanetti | \n", "1976-09-01 | \n", "14373 days | \n", "39.378082 | \n", "
372 | \n", "Arnaud Leroy | \n", "1976-04-23 | \n", "14504 days | \n", "39.736986 | \n", "
499 | \n", "Gwendal Rouillard | \n", "1976-04-20 | \n", "14507 days | \n", "39.745205 | \n", "
100 | \n", "Yann Capet | \n", "1975-12-31 | \n", "14618 days | \n", "40.049315 | \n", "
487 | \n", "Eduardo Rihan Cypel | \n", "1975-11-13 | \n", "14666 days | \n", "40.180822 | \n", "
424 | \n", "Yannick Moreau | \n", "1975-08-04 | \n", "14767 days | \n", "40.457534 | \n", "
528 | \n", "Julie Sommaruga | \n", "1975-08-01 | \n", "14770 days | \n", "40.465753 | \n", "
16 | \n", "Nathalie Appéré | \n", "1975-07-08 | \n", "14794 days | \n", "40.531507 | \n", "
461 | \n", "Barbara Pompili | \n", "1975-06-13 | \n", "14819 days | \n", "40.600000 | \n", "
505 | \n", "Maina Sage | \n", "1975-05-10 | \n", "14853 days | \n", "40.693151 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
119 | \n", "Gérard Charasse | \n", "1944-03-26 | \n", "26220 days | \n", "71.835616 | \n", "
24 | \n", "Danielle Auroi | \n", "1944-02-29 | \n", "26246 days | \n", "71.906849 | \n", "
204 | \n", "Jean-Paul Dupré | \n", "1944-02-05 | \n", "26270 days | \n", "71.972603 | \n", "
328 | \n", "Conchita Lacuey | \n", "1943-09-30 | \n", "26398 days | \n", "72.323288 | \n", "
310 | \n", "Serge Janquin | \n", "1943-08-05 | \n", "26454 days | \n", "72.476712 | \n", "
196 | \n", "Jean-Pierre Dufau | \n", "1943-07-05 | \n", "26485 days | \n", "72.561644 | \n", "
535 | \n", "Suzanne Tallard | \n", "1943-06-19 | \n", "26501 days | \n", "72.605479 | \n", "
232 | \n", "Michel Françaix | \n", "1943-05-28 | \n", "26523 days | \n", "72.665753 | \n", "
521 | \n", "Roger-Gérard Schwartzenberg | \n", "1943-04-17 | \n", "26564 days | \n", "72.778082 | \n", "
455 | \n", "Michel Piron | \n", "1943-03-15 | \n", "26597 days | \n", "72.868493 | \n", "
69 | \n", "Jacques Bompard | \n", "1943-02-24 | \n", "26616 days | \n", "72.920548 | \n", "
514 | \n", "Odile Saugues | \n", "1943-01-26 | \n", "26645 days | \n", "73.000000 | \n", "
25 | \n", "Pierre Aylagas | \n", "1942-07-24 | \n", "26831 days | \n", "73.509589 | \n", "
257 | \n", "Georges Ginesta | \n", "1942-07-08 | \n", "26847 days | \n", "73.553425 | \n", "
120 | \n", "Gaby Charroux | \n", "1942-06-25 | \n", "26860 days | \n", "73.589041 | \n", "
186 | \n", "Jean-Pierre Door | \n", "1942-04-01 | \n", "26945 days | \n", "73.821918 | \n", "
200 | \n", "William Dumas | \n", "1942-01-23 | \n", "27013 days | \n", "74.008219 | \n", "
382 | \n", "François Loncle | \n", "1941-10-21 | \n", "27107 days | \n", "74.265753 | \n", "
237 | \n", "Yves Fromion | \n", "1941-09-15 | \n", "27143 days | \n", "74.364384 | \n", "
188 | \n", "René Dosière | \n", "1941-08-03 | \n", "27186 days | \n", "74.482192 | \n", "
283 | \n", "Jean-Claude Guibal | \n", "1941-01-13 | \n", "27388 days | \n", "75.035616 | \n", "
512 | \n", "André Santini | \n", "1940-10-20 | \n", "27473 days | \n", "75.268493 | \n", "
321 | \n", "Jacques Kossowski | \n", "1940-10-11 | \n", "27482 days | \n", "75.293151 | \n", "
270 | \n", "Marc Goua | \n", "1940-03-03 | \n", "27704 days | \n", "75.901370 | \n", "
152 | \n", "Jean-Michel Couve | \n", "1940-01-03 | \n", "27764 days | \n", "76.065753 | \n", "
411 | \n", "Jean-Claude Mathis | \n", "1939-08-15 | \n", "27905 days | \n", "76.452055 | \n", "
87 | \n", "Bernard Brochand | \n", "1938-06-05 | \n", "28341 days | \n", "77.646575 | \n", "
167 | \n", "Lucien Degauchy | \n", "1937-06-11 | \n", "28700 days | \n", "78.630137 | \n", "
397 | \n", "Alfred Marie-Jeanne | \n", "1936-11-15 | \n", "28908 days | \n", "79.200000 | \n", "
518 | \n", "François Scellier | \n", "1936-05-07 | \n", "29100 days | \n", "79.726027 | \n", "
577 rows × 4 columns
\n", "\n", " | Année de naissance | \n", "Âge révolu | \n", "Nombre\n", "d'hommes | \n", "Nombre\n", "de femmes | \n", "Ensemble | \n", "
---|---|---|---|---|---|
0 | \n", "2014 | \n", "0 | \n", "387051 | \n", "370260 | \n", "757311 | \n", "
1 | \n", "2013 | \n", "1 | \n", "387916 | \n", "370500 | \n", "758416 | \n", "
2 | \n", "2012 | \n", "2 | \n", "394045 | \n", "376249 | \n", "770294 | \n", "
3 | \n", "2011 | \n", "3 | \n", "394471 | \n", "380218 | \n", "774689 | \n", "
4 | \n", "2010 | \n", "4 | \n", "407929 | \n", "388696 | \n", "796625 | \n", "
5 | \n", "2009 | \n", "5 | \n", "405344 | \n", "386586 | \n", "791930 | \n", "
6 | \n", "2008 | \n", "6 | \n", "407169 | \n", "389524 | \n", "796693 | \n", "
7 | \n", "2007 | \n", "7 | \n", "405278 | \n", "386970 | \n", "792248 | \n", "
8 | \n", "2006 | \n", "8 | \n", "412787 | \n", "394049 | \n", "806836 | \n", "
9 | \n", "2005 | \n", "9 | \n", "404066 | \n", "386640 | \n", "790706 | \n", "
10 | \n", "2004 | \n", "10 | \n", "402204 | \n", "384465 | \n", "786669 | \n", "
11 | \n", "2003 | \n", "11 | \n", "400289 | \n", "383260 | \n", "783549 | \n", "
12 | \n", "2002 | \n", "12 | \n", "403767 | \n", "384236 | \n", "788003 | \n", "
13 | \n", "2001 | \n", "13 | \n", "408339 | \n", "390995 | \n", "799334 | \n", "
14 | \n", "2000 | \n", "14 | \n", "417354 | \n", "399436 | \n", "816790 | \n", "
15 | \n", "1999 | \n", "15 | \n", "400215 | \n", "381184 | \n", "781399 | \n", "
16 | \n", "1998 | \n", "16 | \n", "400967 | \n", "381289 | \n", "782256 | \n", "
17 | \n", "1997 | \n", "17 | \n", "395245 | \n", "375323 | \n", "770568 | \n", "
18 | \n", "1996 | \n", "18 | \n", "396418 | \n", "378272 | \n", "774690 | \n", "
19 | \n", "1995 | \n", "19 | \n", "385463 | \n", "369869 | \n", "755332 | \n", "
20 | \n", "1994 | \n", "20 | \n", "367552 | \n", "354457 | \n", "722009 | \n", "
21 | \n", "1993 | \n", "21 | \n", "358340 | \n", "348128 | \n", "706468 | \n", "
22 | \n", "1992 | \n", "22 | \n", "372304 | \n", "364953 | \n", "737257 | \n", "
23 | \n", "1991 | \n", "23 | \n", "372851 | \n", "371150 | \n", "744001 | \n", "
24 | \n", "1990 | \n", "24 | \n", "379819 | \n", "379366 | \n", "759185 | \n", "
25 | \n", "1989 | \n", "25 | \n", "377886 | \n", "381935 | \n", "759821 | \n", "
26 | \n", "1988 | \n", "26 | \n", "379413 | \n", "387338 | \n", "766751 | \n", "
27 | \n", "1987 | \n", "27 | \n", "380395 | \n", "386549 | \n", "766944 | \n", "
28 | \n", "1986 | \n", "28 | \n", "384267 | \n", "394913 | \n", "779180 | \n", "
29 | \n", "1985 | \n", "29 | \n", "383224 | \n", "393452 | \n", "776676 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
76 | \n", "1938 | \n", "76 | \n", "195545 | \n", "249332 | \n", "444877 | \n", "
77 | \n", "1937 | \n", "77 | \n", "186798 | \n", "244132 | \n", "430930 | \n", "
78 | \n", "1936 | \n", "78 | \n", "181433 | \n", "243847 | \n", "425280 | \n", "
79 | \n", "1935 | \n", "79 | \n", "171016 | \n", "239291 | \n", "410307 | \n", "
80 | \n", "1934 | \n", "80 | \n", "166256 | \n", "240306 | \n", "406562 | \n", "
81 | \n", "1933 | \n", "81 | \n", "151458 | \n", "228378 | \n", "379836 | \n", "
82 | \n", "1932 | \n", "82 | \n", "148284 | \n", "231031 | \n", "379315 | \n", "
83 | \n", "1931 | \n", "83 | \n", "135213 | \n", "217397 | \n", "352610 | \n", "
84 | \n", "1930 | \n", "84 | \n", "125189 | \n", "211078 | \n", "336267 | \n", "
85 | \n", "1929 | \n", "85 | \n", "107349 | \n", "189472 | \n", "296821 | \n", "
86 | \n", "1928 | \n", "86 | \n", "94475 | \n", "176127 | \n", "270602 | \n", "
87 | \n", "1927 | \n", "87 | \n", "81730 | \n", "161042 | \n", "242772 | \n", "
88 | \n", "1926 | \n", "88 | \n", "70129 | \n", "147781 | \n", "217910 | \n", "
89 | \n", "1925 | \n", "89 | \n", "59217 | \n", "133111 | \n", "192328 | \n", "
90 | \n", "1924 | \n", "90 | \n", "48109 | \n", "114793 | \n", "162902 | \n", "
91 | \n", "1923 | \n", "91 | \n", "38600 | \n", "99268 | \n", "137868 | \n", "
92 | \n", "1922 | \n", "92 | \n", "31205 | \n", "85541 | \n", "116746 | \n", "
93 | \n", "1921 | \n", "93 | \n", "24783 | \n", "71112 | \n", "95895 | \n", "
94 | \n", "1920 | \n", "94 | \n", "18943 | \n", "58457 | \n", "77400 | \n", "
95 | \n", "1919 | \n", "95 | \n", "8352 | \n", "27135 | \n", "35487 | \n", "
96 | \n", "1918 | \n", "96 | \n", "5013 | \n", "18468 | \n", "23481 | \n", "
97 | \n", "1917 | \n", "97 | \n", "2925 | \n", "12820 | \n", "15745 | \n", "
98 | \n", "1916 | \n", "98 | \n", "1808 | \n", "8636 | \n", "10444 | \n", "
99 | \n", "1915 | \n", "99 | \n", "1574 | \n", "6943 | \n", "8517 | \n", "
100 | \n", "1914 | \n", "100 | \n", "1601 | \n", "7777 | \n", "9378 | \n", "
101 | \n", "1913 | \n", "101 | \n", "847 | \n", "4804 | \n", "5651 | \n", "
102 | \n", "1912 | \n", "102 | \n", "546 | \n", "3037 | \n", "3583 | \n", "
103 | \n", "1911 | \n", "103 | \n", "362 | \n", "1943 | \n", "2305 | \n", "
104 | \n", "1910 | \n", "104 | \n", "230 | \n", "1267 | \n", "1497 | \n", "
105 | \n", "1909 ou avant | \n", "105 ou plus | \n", "18 | \n", "1086 | \n", "1104 | \n", "
106 rows × 5 columns
\n", "