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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 careertutorials
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 libraryripa-analysis
A Los Angeles Times analysis found that LAPD officers search blacks and Latinos far more often than whites during traffic stops even though whites are more likely to be found with illegal items.nws-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. Metro’s 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