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notebooks
All of our computational notebookscalifornia-coronavirus-data
The Los Angeles Times' open-source archive of California coronavirus datacensus-data-downloader
Download U.S. census data and reformat it for humanspython-elections
A Python wrapper for the Associated Press' U.S. election data service.vr-interactives-three-js
A tutorial on how to build VR interactives using DEM data and Three.jsdjango-for-data-analysis-nicar-2016
So you've gone through a Django tutorial or two, maybe even built an app, and want to know how to use it for your reporting.web-map-maker
Use Natural Earth and OpenStreetMap data to export an image or a vector file.california-2016-election-precinct-maps
Precinct-level results for the 2016 general election in Californialatimes-calculate
Some simple math we use to do journalism.latimes-table-stacker
Publish spreadsheets as interactive tables. And do it on deadline.jquery-geocodify
Autocomplete for address searcheskobe-every-shot-ever
A Los Angeles Times analysis of Every shot in Kobe Bryant's NBA careerpython-documentcloud
A deprecated Python wrapper for the DocumentCloud APItutorials
All of our code examples and tutorialslapd-crime-classification-analysis
A Los Angeles Times analysis of serious assaults misclassified by LAPDprint-map-maker
Tool for generating map images from Mapbox tileshomeless-arrests-analysis
A Los Angeles Times analysis of arrests of the homeless by the LAPDcalifornia-coronavirus-scrapers
The open-source web scrapers that feed the Los Angeles Times California coronavirus tracker.california-crop-production-wages-analysis
A Los Angeles Times analysis of crop worker pay in Californiacensus-data-aggregator
Combine U.S. census data responsiblyosm-quiet-la
A template for a muted base layer about Southern California.django-shp2svg
Convert a shapefile into an SVG you can use with JavaScript librariesdjango-softhyphen
A Python library for hyphenating HTML in your Django projectcensus-map-downloader
Easily download U.S. census mapslatimes-appengine-template
Bootstrap a Google App Engine project with Django and other goodies.nasa-wildfires
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS)overpass-turbo-tutorial
Code examples and tutorial on getting data out of OpenStreetMapcensus-map-consolidator
Combine Census blocks into new shapesslackdown
A simple Slack message text formatting to HTML code converter.latimes-statestyle
A Python library that standardizes the names of U.S. statestimemap
A branch of the original, with a touch of Leafletdjango-bigbuild
The open-source engine that powers bigbuilder, the Los Angeles Times Data Desk's system for publishing standalone pagesbaker
A build tool by and for the Los Angeles Timesgeopandas-spatial-join-example
An example of how to join point to polygon data with geopandas and Pythonstreet-racing-analysis
A Los Angeles Times analysis of street racing fatalities in L.A. Countycalifornia-electricity-capacity-analysis
A Los Angeles Times analysis of California's costly power glutlatimes-mappingla-geopy
A fork of the geocoding library geopy. Returns accuracy scores. Allows viewport biasing.baker-example-page-template
A demonstration of how to build and publish pages with the baker build toolcensus-error-analyzer
Analyze the margin of error in U.S. census datacalifornia-topojson-atlas
Simple maps of California's 58 countiescalifornia-business-entities
Corporations and limited-liability companies registered with the California Secretary of State.los-angeles-police-killings-data
The Los Angeles Times' database of people killed by local police in Los Angeles County.california-fire-zone-analysis
A Los Angeles Times analysis of California buildings within fire hazard zonesaltair-area-examples
How to use the Altair data visualization library to create an array of area charts.latimes-mappingla-api
A Python wrapper for accessing the Mapping L.A. Boundaries API.copyboy
Copyboy is our fork of GitHub's Campfire bot, hubot. He is aware of all Internet traditions.star-wars-analysis
A Los Angeles Times analysis of the dialogue spoken in Star Wars episodes 1-8django-project-template
A custom template for initializing a new Django project the Data Desk way.latimes-pluggablemaps-uscounties
A pluggable GeoDjango app with the boundaries of United States counties.nifc-wildfires
Download wildfires data from the National Interagency Fire Centercalifornia-ccscore-analysis
A Los Angeles Times analysis of water usage after the state eased drought restrictionsinciweb-wildfires
Download wildfire incidents data from InciWebnoaa-wildfires
Download wildfires data from NOAA satellitesaltair-latimes
A Los Angeles Times theme for Python's Altair statistical visualization librarynws-wwa
Download watch, warning and advisory data from the National Weather Servicelametro-maps
Geospatial data from L.A. Metro's public transportation systemslack-buttons-example
A Flask app to document and test Slack's interactive messages.deadspin-scraper
Scrape posts from Deadspinhomeless-sleeping-restrictions
Analyzing a Los Angeles city council proposal aiming to limit where homeless people can sleepcalifornia-h2a-visas-analysis
The Los Angeles Times analysis of temporary visas granted to foreign agricultural workerslatimes-document-stacker
Use DocumentCloud to publish PDFs for humans.helicopter-accident-analysis
A Los Angeles Times analysis of helicopter accident ratesjquery-scroll-slideshow
jQuery Waypoints extension that rotates through an array of images as you scroll down the pageosm-silent-la
A template for a black base layer about Southern Californiacongress-headshots
Almost all active congress members' photoscalfire-wildfires
Download wildfires data from CalFirewine-country-fires
Analysis of every fire in California's wine country since 1950la-election-night
Parses election results data published online by the Los Angeles County Registrar-Recorder/County Clerkhouston-flood-zone-analysis
A Los Angeles Times geospatial analysis of Houston homes after Hurricane Harveylat-soundsystem
The voice of the Los Angeles Times Data Deskla-county-trail-maps
Geospatial data of trails managed or planned by the Los Angeles County Department of Parks and Recreationconstruction-jobs-analysis
A Los Angeles Times analysis of the demographics and pay of construction workersjquery-shareify
Automagically shareificates divs to Facebook and Twitter buttons.latimes-pluggablemaps-usstates
A pluggable GeoDjango app with the boundaries of all states in the United States of America. Geography, loosely coupled.geopandas-intersection-area-example
How to use geopandas' overlay method to find the area of intersections between two datasets.altair-election-maps-example
An experiment in creating precinct-level election results maps using Python's Altair librarycheckbook-la-watchdog
A periodically updated archive of financial data published by the city of Los Angeles' Checkbook LA data portalextreme-heat-excess-deaths-analysis
A statistical analysis of excess deaths attributable to extreme heat in California's most populous countiesgroundwater-analysis
A Los Angeles Times analysis of well completion, groundwater levels, and water shortages in the San Joaquin Valleytilemill-staticmaps
Generate static maps from an existing TileMill project.python-lametro-api
A simple Python wrapper for the L.A. Metroโs API for bus stops, routes and vehicles.python-road-clipping-example
An example of how to use Python's geospatial tools to clip a shapefile of roads into segments using a polygon layer.la-vacant-building-complaints-analysis
A Los Angeles Times analysis of vacant building complaints filed with L.A. cityhighschool-homicide-analysis
The Los Angeles Times analysis of homicides near public high schools.la-weedmaps-analysis
An analysis conducted for the May 29, 2019, Los Angeles Times story "Black market cannabis shops thrive in L.A. even as city cracks down."la-settlements-analysis
A Los Angeles Times analysis of legal payouts by L.A. citykamala-harris-schedules
An open-source archive of Vice President Kamala Harris' public calendarpandas-squarify-example
How to use the squarify extension to matplotlib to visualize a pandas DataFrame as a treemap.air-quality-index
Download air quality index data from AirNowlatimes-qiklog
A simplified wrapper for Python's logging modulelausd-school-campus-polygons
The areas of school campuses at the Los Angeles Unified School Districtferc-enforcement-analysis
A Los Angeles Times analysis of civil penalties issued by FERCresponsive-fullscreen-header-example
An example of a header image that changes based on the device's orientation and always fits to fill the full screennyrb-covers-analysis
An analysis of the colors and content of NYRB Classics book coverscalifornia-k12-notebooks
Scripts to download and process California K12 datapython-censusbatchgeocoder-examples
Examples of how to use the python-censusbatchgeocoder librarycalifornia-kindergarten-vaccination-analysis
A Los Angeles Times analysis of California kindergartens with the lowest vaccination ratesmapping-la-data
Data files from the Los Angeles Times' Mapping L.A. projectnative-american-census-analysis
An analysis conducted for the June 13, 2019, Los Angeles Times story "The 2020 census is coming. Will Native Americans be counted?"osm-la-streets
A street-centric base layer for overlaying point data about Southern CaliforniaLove Open Source and this site? Check out how you can help us