{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's load a list of the French departments." ] }, { "cell_type": "code", "collapsed": false, "input": [ "src = u\"\"\"01\tAin\tBourg-en-Bresse\tRh\u00f4ne-Alpes\n", "02\tAisne\tLaon\tPicardie\n", "03\tAllier\tMoulins\tAuvergne\n", "04\tAlpes de Hautes-Provence\tDigne\tProvence-Alpes-C\u00f4te d'Azur\n", "05\tHautes-Alpes\tGap\tProvence-Alpes-C\u00f4te d'Azur\n", "06\tAlpes-Maritimes\tNice\tProvence-Alpes-C\u00f4te d'Azur\n", "07\tArd\u00e8che\tPrivas\tRh\u00f4ne-Alpes\n", "08\tArdennes\tCharleville-M\u00e9zi\u00e8res\tChampagne-Ardenne\n", "09\tAri\u00e8ge\tFoix\tMidi-Pyr\u00e9n\u00e9es\n", "10\tAube\tTroyes\tChampagne-Ardenne\n", "11\tAude\tCarcassonne\tLanguedoc-Roussillon\n", "12\tAveyron\tRodez\tMidi-Pyr\u00e9n\u00e9es\n", "13\tBouches-du-Rh\u00f4ne\tMarseille\tProvence-Alpes-C\u00f4te d'Azur\n", "14\tCalvados\tCaen\tBasse-Normandie\n", "15\tCantal\tAurillac\tAuvergne\n", "16\tCharente\tAngoul\u00eame\tPoitou-Charentes\n", "17\tCharente-Maritime\tLa Rochelle\tPoitou-Charentes\n", "18\tCher\tBourges\tCentre\n", "19\tCorr\u00e8ze\tTulle\tLimousin\n", "2A\tCorse-du-Sud\tAjaccio\tCorse\n", "2B\tHaute-Corse\tBastia\tCorse\n", "21\tC\u00f4te-d'Or\tDijon\tBourgogne\n", "22\tC\u00f4tes d'Armor\tSaint-Brieuc\tBretagne\n", "23\tCreuse\tGu\u00e9ret\tLimousin\n", "24\tDordogne\tP\u00e9rigueux\tAquitaine\n", "25\tDoubs\tBesan\u00e7on\tFranche-Comt\u00e9\n", "26\tDr\u00f4me\tValence\tRh\u00f4ne-Alpes\n", "27\tEure\t\u00c9vreux\tHaute-Normandie\n", "28\tEure-et-Loir\tChartres\tCentre\n", "29\tFinist\u00e8re\tQuimper\tBretagne\n", "30\tGard\tN\u00eemes\tLanguedoc-Roussillon\n", "31\tHaute-Garonne\tToulouse\tMidi-Pyr\u00e9n\u00e9es\n", "32\tGers\tAuch\tMidi-Pyr\u00e9n\u00e9es\n", "33\tGironde\tBordeaux\tAquitaine\n", "34\tH\u00e9rault\tMontpellier\tLanguedoc-Roussillon\n", "35\tIlle-et-Vilaine\tRennes\tBretagne\n", "36\tIndre\tCh\u00e2teauroux\tCentre\n", "37\tIndre-et-Loire\tTours\tCentre\n", "38\tIs\u00e8re\tGrenoble\tRh\u00f4ne-Alpes\n", "39\tJura\tLons-le-Saunier\tFranche-Comt\u00e9\n", "40\tLandes\tMont-de-Marsan\tAquitaine\n", "41\tLoir-et-Cher\tBlois\tCentre\n", "42\tLoire\tSaint-\u00c9tienne\tRh\u00f4ne-Alpes\n", "43\tHaute-Loire\tLe Puy-en-Velay\tAuvergne\n", "44\tLoire-Atlantique\tNantes\tPays de la Loire\n", "45\tLoiret\tOrl\u00e9ans\tCentre\n", "46\tLot\tCahors\tMidi-Pyr\u00e9n\u00e9es\n", "47\tLot-et-Garonne\tAgen\tAquitaine\n", "48\tLoz\u00e8re\tMende\tLanguedoc-Roussillon\n", "49\tMaine-et-Loire\tAngers\tPays de la Loire\n", "50\tManche\tSaint-L\u00f4\tBasse-Normandie\n", "51\tMarne\tCh\u00e2lons-en-Champagne\tChampagne-Ardenne\n", "52\tHaute-Marne\tChaumont\tChampagne-Ardenne\n", "53\tMayenne\tLaval\tPays de la Loire\n", "54\tMeurthe-et-Moselle\tNancy\tLorraine\n", "55\tMeuse\tBar-le-Duc\tLorraine\n", "56\tMorbihan\tVannes\tBretagne\n", "57\tMoselle\tMetz\tLorraine\n", "58\tNi\u00e8vre\tNevers\tBourgogne\n", "59\tNord\tLille\tNord-Pas-de-Calais\n", "60\tOise\tBeauvais\tPicardie\n", "61\tOrne\tAlen\u00e7on\tBasse-Normandie\n", "62\tPas-de-Calais\tArras\tNord-Pas-de-Calais\n", "63\tPuy-de-D\u00f4me\tClermont-Ferrand\tAuvergne\n", "64\tPyr\u00e9n\u00e9es-Atlantiques\tPau\tAquitaine\n", "65\tHautes-Pyr\u00e9n\u00e9es\tTarbes\tMidi-Pyr\u00e9n\u00e9es\n", "66\tPyr\u00e9n\u00e9es-Orientales\tPerpignan\tLanguedoc-Roussillon\n", "67\tBas-Rhin\tStrasbourg\tAlsace\n", "68\tHaut-Rhin\tColmar\tAlsace\n", "69\tRh\u00f4ne\tLyon\tRh\u00f4ne-Alpes\n", "70\tHaute-Sa\u00f4ne\tVesoul\tFranche-Comt\u00e9\n", "71\tSa\u00f4ne-et-Loire\tM\u00e2con\tBourgogne\n", "72\tSarthe\tLe Mans\tPays de la Loire\n", "73\tSavoie\tChamb\u00e9ry\tRh\u00f4ne-Alpes\n", "74\tHaute-Savoie\tAnnecy\tRh\u00f4ne-Alpes\n", "75\tParis\tParis\tIle-de-France\n", "76\tSeine-Maritime\tRouen\tHaute-Normandie\n", "77\tSeine-et-Marne\tMelun\tIle-de-France\n", "78\tYvelines\tVersailles\tIle-de-France\n", "79\tDeux-S\u00e8vres\tNiort\tPoitou-Charentes\n", "80\tSomme\tAmiens\tPicardie\n", "81\tTarn\tAlbi\tMidi-Pyr\u00e9n\u00e9es\n", "82\tTarn-et-Garonne\tMontauban\tMidi-Pyr\u00e9n\u00e9es\n", "83\tVar\tToulon\tProvence-Alpes-C\u00f4te d'Azur\n", "84\tVaucluse\tAvignon\tProvence-Alpes-C\u00f4te d'Azur\n", "85\tVend\u00e9e\tLa Roche-sur-Yon\tPays de la Loire\n", "86\tVienne\tPoitiers\tPoitou-Charentes\n", "87\tHaute-Vienne\tLimoges\tLimousin\n", "88\tVosges\t\u00c9pinal\tLorraine\n", "89\tYonne\tAuxerre\tBourgogne\n", "90\tTerritoire-de-Belfort\tBelfort\tFranche-Comt\u00e9\n", "91\tEssonne\t\u00c9vry\tIle-de-France\n", "92\tHauts-de-Seine\tNanterre\tIle-de-France\n", "93\tSeine-Saint-Denis\tBobigny\tIle-de-France\n", "94\tVal-de-Marne\tCr\u00e9teil\tIle-de-France\n", "95\tVal-d'Oise\tPontoise\tIle-de-France\"\"\"" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "depts = dict([line.split('\\t')[:2] for line in src.split('\\n')])" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "for d in ['01', '06', '23', '56', '95']:\n", " print depts[d]" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Ain\n", "Alpes-Maritimes\n", "Creuse\n", "Morbihan\n", "Val-d'Oise\n" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, on to some parsing of phone numbers." ] }, { "cell_type": "code", "collapsed": false, "input": [ "phone_number = '0676237181'" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "def number_to_depts(number):\n", " output = []\n", " for i in range(5):\n", " try:\n", " output.append(depts[number[2*i:2*(i+1)]])\n", " except KeyError:\n", " output.append('**')\n", " return output" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "number_to_depts(phone_number)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "[u'Alpes-Maritimes',\n", " u'Seine-Maritime',\n", " u'Creuse',\n", " u'Sa\\xf4ne-et-Loire',\n", " u'Tarn']" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can represent this on a map, using coordinates of the prefectures of each department. The first step for this is to generate all coordinates for the prefecture towns of France." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from geopy import geocoders" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "g = geocoders.GoogleV3()\n", "adr = 'Bourg-en-Bresse, France'\n", "place, (lat, lng) = g.geocode(adr)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "place, lat, lng" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "(u'Bourg-en-Bresse, France', 46.20279, 5.219246)" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "As this seems to work, I'm gonna generate a table of coordinates for all prefectures:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "prefectures = dict([(line.split('\\t')[0], ', '.join((line.split('\\t')[2], line.split('\\t')[1], 'France'))) for line in src.split('\\n')])" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": [ "for d in ['01', '06', '23', '56', '95']:\n", " print prefectures[d]" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Bourg-en-Bresse, Ain, France\n", "Nice, Alpes-Maritimes, France\n", "Gu\u00e9ret, Creuse, France\n", "Vannes, Morbihan, France\n", "Pontoise, Val-d'Oise, France\n" ] } ], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "coords = {}" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 14 }, { "cell_type": "code", "collapsed": false, "input": [ "import time\n", "for item in prefectures.keys():\n", " if not item in coords:\n", " adr = prefectures[item]\n", " place, (lat, lng) = g.geocode(adr, exactly_one=False)[0]\n", " coords[item] = [place, (lat, lng)]\n", " time.sleep(0.2)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 16 }, { "cell_type": "code", "collapsed": false, "input": [ "for d in ['01', '06', '23', '56', '95']:\n", " print coords[d]" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[u'Bourg-en-Bresse, France', (46.20279, 5.219246)]\n", "[u'Nice, France', (43.696036, 7.265592)]\n", "[u'23000 Gu\\xe9ret, France', (46.16959900000001, 1.871452)]\n", "[u'Vannes, France', (47.658236, -2.760847)]\n", "[u'Pontoise, France', (49.050966, 2.100645)]\n" ] } ], "prompt_number": 17 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Actually, we're going to save the data about geolocation to disk, so that we don't need to query Google Maps every time we want to execute this notebook. We'll do this with in a plain text file." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import os\n", "\n", "filename = \"files/pref_geolocalization.txt\" \n", "\n", "if not os.path.exists(filename):\n", " with open(filename, 'w') as f:\n", " for item in [', '.join((item[0], str(item[1][1][0]), str(item[1][1][1]))) for item in coords.items()]:\n", " f.write(item +'\\n')" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 35 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now plot the trajectories on the map. First, let's setup the basic map we're going to use to plot the trajectories." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from mpl_toolkits.basemap import Basemap" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 36 }, { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "output_type": "stream", "stream": "stderr", "text": [ "WARNING: pylab import has clobbered these variables: ['place', 'f']\n", "`%pylab --no-import-all` prevents importing * from pylab and numpy\n" ] } ], "prompt_number": 37 }, { "cell_type": "code", "collapsed": false, "input": [ "def plot_French_map():\n", " # setup Lambert Conformal basemap.\n", " figure(figsize=(10, 10))\n", " m = Basemap(width=1000000, height=1000000, projection='lcc',\n", " resolution='l',\n", " lat_0=47.,lon_0=2.)\n", " # draw coastlines.\n", " m.drawcoastlines()\n", " # draw a boundary around the map, fill the background.\n", " # this background will end up being the ocean color, since\n", " # the continents will be drawn on top.\n", " m.drawmapboundary(fill_color='aqua')\n", " # fill continents, set lake color same as ocean color.\n", " m.fillcontinents(color='coral',lake_color='aqua')\n", " m.drawcountries()\n", " return m\n", "plot_French_map()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 38, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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evt6U3jbhjF2eXc3y9AJ8PVRceo69W2p0Jl7ZmUNJo5735zipmaNgFy9vz+am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\nuP+HSSKKo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"text": [ "" ] } ], "prompt_number": 38 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks good enough for our purpose, now on to the real plotting with arrows." ] }, { "cell_type": "code", "collapsed": false, "input": [ "def plot_number_on_map(number):\n", " double_digits = []\n", " for i in range(5):\n", " double_digits.append(number[2*i:2*(i+1)])\n", " trajectory = []\n", " for i in range(5):\n", " trajectory.append(coords[double_digits[i]])\n", " # plot background map of France\n", " m = plot_French_map()\n", " # plot arrows between two successive cities\n", " for i in range(4):\n", " lat0, lon0 = trajectory[i][1]\n", " x0, y0 = m(lon0, lat0)\n", " lat1, lon1 = trajectory[i + 1][1]\n", " x1, y1 = m(lon1, lat1)\n", " #m.plot([x0, x1], [y0, y1], color='g', linewidth=5)\n", " arrow(x0, y0, x1-x0, y1-y0) #, linewidth=3, head_width=20000, head_length=20000)\n", " # plot dots for the prefectures and text labels\n", " for i in range(5):\n", " latitudes = trajectory[i][1][0]\n", " longitudes = trajectory[i][1][1]\n", " x, y = m(longitudes, latitudes)\n", " m.plot(x, y, 'bo', markersize=10)\n", " text(x - 100000, y + 20000, prefectures[double_digits[i]])\n", " title(\"phone number: %s\" % number)\n", "plot_number_on_map(phone_number)\n", " " ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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7h3V59Hrk897H9d13uCkxhLfuGyqWj2sHfk4p4Jr4v8ZfztuVisJFJsauCW2S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\nCAv3HGfYoo0UP3oBcbmG6qru6AAdVw+Ayd38qteYbs4oZtXRQ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"text": [ "" ] } ], "prompt_number": 41 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now test some other phone numbers..." ] }, { "cell_type": "code", "collapsed": false, "input": [ "plot_number_on_map(\"0641677342\")" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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jrkf7yyro3dvaYV0bnQ75ovdwfOdtbo0L5I0Hh4rl49qBn5LymRDz5/jLRfuT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GPXmQvXnIApNRhZlnSWscuP4PvRWrR6g0KBC/G3JXd1Z/aANryzNZkRP+xQOhwhrJbeZOb+Dk0Z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\nVRXzY8O5cWg4I8L9zrr1vbTRRFppHbtL62g0WwHwdnUhIdyPEeF+0p0lR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