{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import gpxpy\n", "import mplleaflet\n", "import pandas as pd\n", "\n", "import matplotlib.pyplot as plt\n", "plt.rcParams['axes.xmargin'] = 0.1\n", "plt.rcParams['axes.ymargin'] = 0.1\n", "%matplotlib inline\n", "\n", "import seaborn as sns\n", "sns.set_style(\"whitegrid\")\n", "sns.set_context(\"talk\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "with open('../gpx/hh_marathon.gpx') as fh:\n", " gpx_file = gpxpy.parse(fh)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "File consists of many tracks und track consists of segments which consists of points.\n", "Segments are continuously connected points. Points in different segments are not connected to reflect loss of gps signal, device turned on/off etc." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "segment = gpx_file.tracks[0].segments[0]\n", "coords = pd.DataFrame([{'lat': p.latitude, 'lon': p.longitude} for p in segment.points])\n", "plot_coords = coords.ix[::150]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How about plotting the track?" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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M/fr1IyUlhQcffJDIyEji4uIASEpKIjMzkwceeIC5c+cyZcqUs+6Rn5/Pli1b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\nAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "plt.plot(plot_coords['lon'].values, plot_coords['lat'].values)\n", "plt.plot(plot_coords['lon'].values, plot_coords['lat'].values, 'ro')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## And now on OpenStreeMap!" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mplleaflet.display(fig=fig)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## And how about a bikecycle tour in the alps" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "with open('../gpx/3-laender-giro.gpx') as fh:\n", " gpx_file = gpxpy.parse(fh)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "segment = gpx_file.tracks[0].segments[0]\n", "coords = pd.DataFrame([{'lat': p.latitude, 'lon': p.longitude} for p in segment.points])\n", "plot_coords = coords.ix[::150]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8DskJ0YisrsTP9z4Ch1ZkdRQiogAIv9QnQEQUElzL1nlZpcSr9HQh5DWjVikw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\nJdCvn/TJJuwqJiIKOLYUhhpfszijo4VHdrlRW9X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oueeeC8p7wHX+1HPPnj2aM2eOU80a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\nSPp/JusXtnoDyeYAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure()\n", "plt.plot(plot_coords['lon'].values, plot_coords['lat'].values)\n", "plt.plot(plot_coords['lon'].values, plot_coords['lat'].values, 'ro')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mplleaflet.display(fig=fig)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Okay, our little take-every-150th-point didn't work that well. We should simplify tracks in a smarter way as shown in notebook 3." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.1" } }, "nbformat": 4, "nbformat_minor": 0 }