Python analyze gps tracks7/14/2023 Google provides a service called Takeout that allows us to export any personal Google data. 1 The decisions of when and how to upload this data are entirely obfuscated to the end user, but as you'll see below, Android appears to upload a GPS location every 60 seconds, at least in my case. If you've previously enabled Google location reporting on your smartphone, your GPS data will be periodically uploaded to Google's servers. Import matplotlib.pyplot as plt import numpy as np import pandas as pd from mpl_toolkits.basemap import Basemap from shapely.geometry import Point, Polygon, MultiPoint, MultiPolygon from shapely.prepared import prep import fiona from llections import PatchCollection from descartes import PolygonPatch import json import datetime Downloading your Google location history To follow this post, you'll need a bunch of Python packages.Īnd of course, all this code will be executed using IPython, my best friend. You might even learn a thing or two about me. If you're not interested in the learning the code to make these graphs but know me personally, stick around. Of course, there are 1,000,001 more ways to utilize location history, but hopefully this post gives you the tools to pursue those other ideas. ![]() This blog post focuses on how to analyze your location history data and produce some cool maps to visualize how you spend your time. ![]() What could I really do that Google Latitude couldn't already? But after Latitude's demise in 2013, I entered full fiddle-around mode, and quickly discovered the incredible array of tools that Python puts at your disposal to easily and beautifully manipulate geospatial data. ![]() Initially, I didn't have much of a drive to fiddle with my own location history. Some people regard this as terrifying, but I see a wonderful dataset. But location is more than just latitude and longitude it can tell us about our speed, our direction, our activities, and frankly our lives. The vast majority of us carry a little GPS device in our pockets all day long, quietly recording our location.
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