Mapping Your Adventures: Create an Interactive Map from Google Location History
Hey there, fellow van lifers and code enthusiasts! VanLifeCoder here, coming at you from my cozy mobile office somewhere in the great outdoors. Today, we're going to dive into something super cool that combines our love for adventure and our passion for coding: creating an interactive map from your Google location history!
Why Map Your Travels?
As van lifers, we're always on the move, discovering new places and making memories. But wouldn't it be awesome to have a visual representation of all your journeys? That's where this project comes in. We're going to use Python, Folium, and Mapbox to create a beautiful, interactive map that shows your travel history. It's like a digital scrapbook of your adventures!
Live demo: https://vanlifecoder.com/2024
Getting Your Hands on the Data
First things first, we need to grab our location data from Google. Here's how:
Head over to Google Takeout and sign in.
Deselect everything except "Location History".
Click "Next step" and then "Create export".
Once it's ready, download and unzip the file.
Setting Up Your Mobile Coding Station
Now, let's get our mobile coding environment ready. I love working on projects like this from the comfort of my van, maybe parked near a scenic overlook or a quiet forest. Make sure you've got a stable power source (those solar panels come in handy!) and a decent internet connection.
The Code: Filtering and Mapping
We've got two main Python scripts to work with: filter_data.py and create_map.py. Let's break them down:
Filtering the Data
The filter_data.py script is all about narrowing down our location data to a specific time range. This is super useful if you want to map a particular trip or time period.
import json
from datetime import datetime
def filter_objects(start_timestamp, end_timestamp=None):
# ... (rest of the function)
# Example usage
start_timestamp = "2023-07-21"
result = filter_objects(start_timestamp)
# Save the filtered data
with open('filtered_data.json', 'w') as file:
json.dump({"locations": result}, file)Creating the Map
Now for the fun part - create_map.py. This script takes our filtered data and turns it into a beautiful, interactive map using Folium and Mapbox.
import json
import folium
from folium import IFrame
mapbox_access_token = "YOUR_MAPBOX_ACCESS_TOKEN_HERE"
def create_map(step=1, mapbox_access_token=mapbox_access_token, zoom_start=13.5):
# ... (rest of the function)
# Let's make that map!
create_map(step=2)Bringing It All Together
First, run
filter_data.pyto create yourfiltered_data.jsonfile.Then, run
create_map.pyto generate your interactive map.Open
map.htmlin your browser and voilà! Your travels, visualized!
Tips for Van Life Coders
Working on this project from your van? Find a spot with a good view! Nothing beats coding with nature as your backdrop.
Low on power? This project is pretty light on resources, so you should be able to run it even when your solar setup is having an off day.
No internet? No problem! You can filter and prepare your data while off-grid, then create and upload the map when you're back in civilization.
Customizing Your Adventure Map
Feel free to play around with the code! You could:
Change the map style for different vibes (satellite view for nature lovers, anyone?)
Adjust the line color or thickness to match your van's paint job
Add markers for your favorite spots or memorable moments
Wrapping Up
There you have it, van lifers! A cool way to visualize your journeys and combine our love for travel with our passion for coding. Next time you're parked by a beach, in a forest, or atop a mountain, why not pull out your laptop and map out your adventures?
Remember, the open road is calling, but so is your code. Happy travels and happy coding!
Keep on rollin' and keep on codin', VanLifeCoder