Getting started
Exploring and using data
Exploring catalogs and datasets
Exploring a catalog of datasets
What's in a dataset
Filtering data within a dataset
An introduction to the Explore API
An introduction to the Automation API
Introduction to the WFS API
Downloading a dataset
Creating maps and charts
Creating advanced charts with the Charts tool
Overview of the Maps interface
Configure your map
Manage your maps
Reorder and group layers in a map
Creating multi-layer maps
Share your map
Navigating maps made with the Maps interface
Rename and save a map
Creating pages with the Code editor
How to limit who can see your visualizations
Archiving a page
Managing a page's security
Creating a page with the Code editor
Content pages: ideas, tips & resources
How to insert internal links on a page or create a table of contents
Sharing and embedding a content page
How to troubleshoot maps that are not loading correctly
Creating content with Studio
Creating content with Studio
Adding a page
Publishing a page
Editing the page layout
Configuring blocks
Previewing a page
Adding text
Adding a chart
Adding an image block to a Studio page
Adding a choropleth map block in Studio
Adding a points of interest map block in Studio
Adding a key performance indicator (KPI)
Configuring page information
Using filters to enhance your pages
Refining data
Managing page access
How to edit the url of a Studio page
Adding a map block in Studio
Visualizations
Managing saved visualizations
Configuring the calendar visualization
The basics of dataset visualizations
Configuring the images visualization
Configuring the custom view
Configuring the table visualization
Configuring the map visualization
Understanding automatic clustering in maps
Configuring the analyze visualization
Publishing data
Publishing datasets
Creating a dataset
Creating a dataset from a local file
Creating a dataset with multiple files
Creating a dataset from a remote source (URL, API, FTP)
Creating a dataset using dedicated connectors
Creating a dataset with media files
Federating an Opendatasoft dataset
Publishing a dataset
Publishing data from a CSV file
Publishing data in JSON format
Supported file formats
Promote mobility data thanks to GTFS and other formats
Configuring datasets
Automated removal of records
Configuring dataset export
Checking dataset history
Configuring the tooltip
Dataset actions and statuses
Dataset limits
Defining a dataset schema
How Opendatasoft manages dates
How and where Opendatasoft handles timezones
How to find your workspace's IP address
Keeping data up to date
Processing data
Translating a dataset
How to configure an HTTP connection to the France Travail API
Deciding what license is best for your dataset
Types of source files
OpenStreetMap files
Shapefiles
JSON files
XML files
Spreadsheet files
RDF files
CSV files
MapInfo files
GeoJSON files
KML/KMZ files
GeoPackage
Connectors
Saving and sharing connections
Airtable connector
Amazon S3 connector
ArcGIS connector
Azure Blob storage connector
Database connector
Dataset of datasets (workspace) connector
Eco Counter connector
Feed connector
Google BigQuery connector
Google Drive connector
How to find the Open Agenda API Key and the Open Agenda URL
JCDecaux connector
Netatmo connector
OpenAgenda connector
Realtime connector
Salesforce connector
SharePoint connector
U.S. Census connector
WFS connector
Databricks connector
Harvesters
Harvesting a catalog
ArcGIS harvester
ArcGIS Hub Portals harvester
CKAN harvester
CSW harvester
FTP with meta CSV harvester
Opendatasoft Federation harvester
Quandl harvester
Socrata harvester
data.gouv.fr harvester
data.json harvester
Processors
What is a processor and how to use one
Add a field processor
Compute geo distance processor
Concatenate text processor
Convert degrees processor
Copy a field processor
Correct geo shape processor
Create geo point processor
Decode HTML entities processor
Decode a Google polyline processor
Deduplicate multivalued fields processor
Delete record processor
Expand JSON array processor
Expand multivalued field processor
Expression processor
Extract HTML processor
Extract URLs processor
Extract bit range processor
Extract from JSON processor
Extract text processor
File processor
GeoHash to GeoJSON processor
GeoJoin processor
Geocode with ArcGIS processor
Geocode with BAN processor (France)
Geocode with PDOK processor
Geocode with the Census Bureau processor (United States)
Geomasking processor
Get coordinates from a three-word address processor
IP address to geo Coordinates processor
JSON array to multivalued processor
Join datasets processor
Meta expression processor
Nominatim geocoder processor
Normalize Projection Reference processor
Normalize URL processor
Normalize Unicode values processor
Normalize date processor
Polygon filtering processor
Replace text processor
Replace via regular expression processor
Retrieve Administrative Divisions processor
Set timezone processor
Simplify Geo Shape processor
Skip records processor
Split text processor
Transform boolean columns to multivalued field processor
Transpose columns to rows processor
WKT and WKB to GeoJson processor
what3words processor
Data Collection Form
About the Data Collection Form feature
Data Collection Forms associated with your Opendatasoft workspace
Create and manage your data collection forms
Sharing and moderating your data collection forms
Dataset metadata
Analyzing how your data is used
Getting involved: Sharing, Reusing and Reacting
Discovering & submitting data reuses
Sharing through social networks
Commenting via Disqus
Submitting feedback
Following dataset updates
Sharing and embedding data visualizations
Monitoring usage
An overview of monitoring your workspaces
Analyzing user activity
Analyzing actions
Detail about specific fields in the ods-api-monitoring dataset
How to count a dataset's downloads over a specific period
Analyzing data usage
Analyzing a single dataset with its monitoring dashboard
Analyzing back office activity
Using the data lineage feature
Managing your users
Managing limits
Managing users
Managing users
Setting quotas for individual users
Managing access requests
Inviting users to the portal
Managing workspaces
Managing your portal
Configure catalog and dataset pages
Configuring a shared catalog
Sharing, reusing, communicating
Customizing your workspace's URL
Managing legal information
Connect Google Analytics (GA4)
Regional settings
Pictograms reference
Managing tracking
Look & Feel
Branding your portal
Customizing portal themes
How to customize my portal according to the current language
Managing the dataset themes
Configuring data visualizations
Configuring the navigation
Adding IGN basemaps
Adding assets
Plans and quotas
Managing security
Configuring your portal's overall security policies
A dataset's Security tab
Mapping your directory to groups in Opendatasoft (with SSO)
Single sign-on with OpenID Connect
Single sign-on with SAML
Parameters
Pictograms reference
Opendatasoft's geographical pictograms are minified scalable vector icons that can be used freely anywhere.
These pictograms can be selected as a marker or as a map caption inside Opendatasoft's icon picker or used directly in widget code. To use the pictograms in a widget code, paste the name starting with ods (for example, ods-bed_and_breakfast) as the picto value inside an ods-map-layer.
<ods-map>
<ods-map-layer context="ctx" picto="ods-bed_and_breakfast"></ods-map-layer>
</ods-map>
These icons are distributed under the Creative Commons Licence CC0.
You can also download all the icons in zip (SVG, minified, 1.1Mb). You will need to use a vector image editing software or an SVG inliner to change their color.
Accommodations
 | Bed and breakfast ods-bed_and_breakfast |  | Hostel ods-hostel |
 | Hotel ods-hotel |  | Mountain shelter ods-mountain_shelter |
 | Shelter ods-shelter |  | Tent ods-camping |
 | Trailer ods-trailer |  | Accommodation ods-accommodation |
Agriculture
 | Chicken ods-chicken |  | Corn ods-corn |
 | Cow ods-cow |  | Crops ods-crops |
 | Harvester ods-harvester |  | Horse ods-horse |
 | Leaf ods-leaf |  | Pig ods-pig |
 | Rabbit ods-rabbit |  | Seeds ods-seeds |
 | Sheep ods-sheep |  | Silo ods-silo |
 | Soy ods-soy |  | Tractor ods-tractor |
 | Vegetables ods-vegetables |  | Wheat ods-wheat |
Amenities
 | Bench ods-bench |  | City hall ods-city_hall |
 | College ods-college |  | College - vocational ods-college_vocational |
 | Coniferous ods-coniferous |  | Court ods-court |
 | Deciduous ods-deciduous |  | Disabled ods-disabled |
 | Entrance ods-entrance |  | Exit ods-exit |
 | Firestation ods-firestation |  | Library ods-library |
 | Lift gate ods-lift_gate |  | Nursery ods-nursery |
 | Playground ods-playground |  | Police ods-police |
 | Postbox ods-post_box |  | Prison ods-prison |
 | Public buidling ods-public_building |  | Recycling ods-recycling |
 | School ods-school |  | School primary ods-school_primary |
 | School secondary ods-school_secondary |  | Survey point ods-survey_point |
 | Telephone ods-telephone |  | Toilets ods-toilets |
 | Toilets - disabled ods-toilets_disabled |  | Toilets - men ods-toilets_men |
 | Toilets - women ods-toilets_women |  | Toll booth ods-toll_booth |
 | Trees ods-trees |  | University ods-university |
 | Waste bin ods-waste_bin |  | Administration ods-administration |
 | Town planning ods-townplanning |
Arrows
 | Bottom ods-bottom |  | Bottom left ods-bottom_left |
 | Bottom right ods-bottom_right |  | Direction bottom ods-direction_bottom |
 | Direction bottom left ods-direction_bottom_left |  | Direction bottom right ods-direction_bottom_right |
 | Direction left ods-direction_left |  | Direction right ods-direction_right |
 | Direction top ods-direction_top |  | Direction top left ods-direction_top_left |
 | Direction top right ods-direction_top_right |  | Left ods-left |
 | Right ods-right |  | Top ods-top |
 | Top left ods-top_left |  | Top right ods-top_right |
Food and drinks
 | Bar ods-bar |  | Cafe ods-cafe |
 | Fastfood ods-fastfood |  | Ice cream ods-ice_cream |
 | Pizza ods-pizza |  | Pub ods-pub |
 | Restaurant ods-restaurant |  | Tap water ods-drinkingtap |
Health
 | Dentist ods-dentist |  | Doctors ods-doctors |
 | Hospital ods-hospital |  | Optician ods-opticians |
 | Pharmacy ods-pharmacy |  | Veterinary ods-veterinary |
Internet of things
 | Antenna ods-antenna |  | Bluetooth ods-bluetooth |
 | Connected blender ods-connected_blender |  | Connected camera ods-connected_camera |
 | Connected car ods-connected_car |  | Connected cart ods-connected_cart |
 | Connected CCTV ods-connected_cctv |  | Connected coffee ods-connected_coffee |
 | Connected console ods-connected_console |  | Connected counter ods-connected_counter |
 | Connected fridge ods-connected_fridge |  | Connected house ods-connected_house |
 | Connected laptop ods-connected_latptop |  | Connected light ods-connected_light |
 | Connected NAS ods-connected_NAS |  | Connected person ods-connected_person |
 | Connected plane ods-connected_plane |  | Connected robot ods-connected_robot |
 | Connected screen ods-connected_screen |  | Connected smartphone ods-connected_smartphone |
 | Connected temp ods-connected_temp |  | Connected truck ods-connected_truck |
 | Connected TV ods-connected_tv |  | Connected VR ods-connected_vr |
 | Connected washing machine ods-connected_washing_machine |  | Connected watch ods-connected_watch |
 | Connected water ods-connected_tap |  | Lora ods-lora |
 | No wifi ods-nowifi |  | Router ods-router |
 | Sigfox ods-sigfox |  | Wifi ods-wifi |
Money
 | ATM ods-atm |  | Bank ods-bank |
 | Bills ods-bills |  | Card ods-card |
 | Coins ods-coins |  | Currency exchange ods-currency_exchange |
 | Economy ods-economy |
People
 | Adult - female ods-female |  | Adult - male ods-male |
 | Business - female ods-female_business |  | Business - male ods-male_business |
 | Outline ods-outline |  | Outline - group ods-outline_group |
 | Silhouette - female ods-woman |  | Silhouette - male ods-man |
 | Teen - female ods-female_teen |  | Teen - male ods-male_teen |
 | Social care ods-social |
Points of interest
 | Bunker ods-bunker |  | Cave ods-cave |
 | Communications tower ods-tower_communications |  | Crane ods-crane |
 | Embassy ods-embassy |  | Lookout tower ods-tower_lookout |
 | Mine ods-mine |  | Mountain pass ods-mountain_pass |
 | Peak ods-peak |  | Point of interest ods-point_of_interest |
 | Power tower ods-tower_power |  | Town ods-place_town |
 | Village ods-place_village |  | Water tower ods-tower_water |
Ratings
 | Angry ods-angry |  | Angry - inverted ods-angry_invert |
 | Check ods-check |  | Cross ods-cross |
 | Happy ods-happy |  | Happy - inverted ods-happy_invert |
 | Neutral ods-neutral |  | Neutral - inverted ods-neutral_invert |
 | Sad ods-sad |  | Sad - inverted ods-sad_invert |
 | Thumb down ods-thumb_down |  | Thumb up ods-thumb_up |
Resources and ecology
 | Car plug ods-car_plug |  | Coal plant ods-plant_coal |
 | Dam ods-dam |  | Derrick ods-derrick |
 | Eco lightbulb ods-eco_lightbulb |  | Gas plant ods-plant_gas |
 | High power tower ods-tower_high |  | High power tower 2 ods-tower_high2 |
 | Leak ods-leak |  | Low power tower ods-tower_low |
 | No recycle bin ods-no_bin |  | Nuclear plant ods-plant_nuclear |
 | Oil ods-oil |  | Oil drill ods-oil_drill |
 | Oil rig ods-oil_rig |  | Oil spill ods-oil_spill |
 | Pipeline ods-pipeline |  | Purification ods-purification |
 | Recycle ods-recycle |  | Recycle bin ods-recycle_bin |
 | Solar plant ods-plant_solar |  | Substation ods-substation |
 | Tidal plant ods-plant_tidal |  | Valve ods-valve |
 | Water plant ods-plant_water |  | Wind plant ods-plant_wind |
Shopping
 | Bakery ods-bakery |  | Bicycle ods-bicycle |
 | Book ods-book |  | Butcher ods-butcher |
 | Car ods-car |  | Car repair ods-car_repair |
 | Catering ods-catering |  | Cats ods-cat |
 | Cheese ods-cheese |  | Chocolate ods-chocolate |
 | Clothes ods-clothes |  | Computer ods-computer |
 | Confectionery ods-confectionery |  | Convenience store ods-convenience |
 | Copyshop ods-copyshop |  | Department store ods-department_store |
 | Do it yourself ods-diy |  | Dog ods-dog |
 | Estate agent ods-estate_agent |  | Fish ods-fish |
 | Florist ods-florist |  | Garden shop ods-garden_centre |
 | Gift shop ods-gift |  | Greengrocer ods-greengrocer |
 | Hairdresser ods-hairdresser |  | Hearing aids ods-hearing_aids |
 | Hifi ods-hifi |  | Jewelry ods-jewelry |
 | Kiosk ods-kiosk |  | Laundrette ods-laundrette |
 | Liquor ods-liquor |  | Market ods-marketplace |
 | Motorcycle ods-motorcycle |  | Music ods-music |
 | Newspaper ods-newspaper |  | Pets ods-pe |
 | Phones ods-mobile_phone |  | Photography ods-photo |
 | Soup ods-soup |  | Supermarket ods-supermarket |
 | Tackle ods-tackle |  | Tobacco ods-tobacco |
 | Toys ods-toys |  | Vending machine ods-vending_machine |
Sports
 | Archery ods-archery |  | Ball ods-ball |
 | Ballgame ods-ball_game |  | Baseball ods-baseball |
 | Baseball field ods-baseball_field |  | Canoe ods-canoe |
 | Cricket ods-cricket |  | Diving ods-diving |
 | Fitness ods-fitness |  | Football field ods-football_field |
 | Golf ods-golf |  | Golf course ods-golf_course |
 | Gym ods-gym |  | Gymnastics ods-gymnasium2 |
 | Horse racing ods-horse_racing |  | Ice skating ods-iceskating |
 | Indoor swimming ods-swimming_indoor |  | Jetski ods-jetski |
 | Leisure centre ods-leisure_centre |  | Miniature golf ods-miniature_golf |
 | Motor racing ods-motorracing |  | Outdoor swimming ods-swimming_outdoor |
 | Racetrack ods-racetrack |  | Racket game ods-racket_game |
 | Rugby ods-rugby |  | Running ods-running |
 | Running track ods-running_track |  | Sailing ods-sailing |
 | Shooting ods-shooting |  | Skatepark ods-skatepark |
 | Skiing crosscountry ods-skiing_crosscountry |  | Skiing downhill ods-skiing_downhill |
 | Snooker ods-snooker |  | Soccer ods-soccer |
 | Soccer field ods-soccer_field |  | Stadium ods-stadium |
 | Swimming pool ods-swimming_pool |  | Swing ods-swing |
 | Tennis ods-tennis |  | Tennis court ods-tennis_court |
 | Trecking ods-hillclimbing |  | Windsurfing ods-windsurfing |
Symbols
 | Accident ods-accident |  | Accident - panel ods-accident_panel |
 | Acid ods-acid |  | Acid - panel ods-acid_panel |
 | Biological ods-biological |  | Biological - panel ods-biological_panel |
 | Calendar ods-calendar |  | Database ods-database |
 | Electricity ods-electricity |  | Electricity - panel ods-electricity_panel |
 | Explosion ods-explosion |  | Explosion - panel ods-explosion_panel |
 | Fire ods-fire |  | Fire - panel ods-fire_panel |
 | Heart ods-heart |  | Information ods-information |
 | Lightbulb ods-lightbulb |  | Minus ods-minus |
 | Plus ods-plus |  | Poison ods-poison |
 | Poison - panel ods-poison_panel |  | Question ods-question |
 | Radioactive ods-radioactive |  | Radioactive - panel ods-radioactive_panel |
 | Star ods-star |  | Trophy ods-trophy |
 | Circle ods-circle |  | Roadworks ods-roadworks |
 | Roadworks - panel ods-roadworks_panel |  | Square ods-square |
 | Triangle ods-triangle |  | Diamond ods-diamond |
 | Handshake ods-handshake |  | Bar chart ods-barchart |
 | Line chart ods-linechart |  | Pie chart ods-piechart |
Tourism
 | Archaeological ods-archaeological |  | Art gallery ods-art_gallery |
 | Attraction ods-attraction |  | Battlefield ods-battlefield |
 | Beach ods-beach |  | Casino ods-casino |
 | Castle ods-castle |  | Cinema ods-cinema |
 | Clock ods-clock |  | Fountain ods-fountain |
 | Guidepost ods-guidepost |  | Map ods-map |
 | Memorial ods-memorial |  | Monument ods-monument |
 | Museum ods-museum |  | Picnic ods-picnic |
 | Roadside cross ods-wayside_cross |  | Roadside shrine ods-wayside_shrine |
 | Ruin ods-ruin |  | Theatre ods-theatre |
 | Theme park ods-theme_park |  | Viewpoint ods-viewpoint |
 | Waterwheel ods-waterwheel |  | Windmill ods-windmill |
 | Wreck ods-wreck |  | Zoo ods-zoo |
 | Culture ods-culture |
Transportation
 | Airport ods-airport |  | Airport gate ods-airport_gate |
 | Bike parking ods-parking_bicycle |  | Bike rental ods-rental_bicycle |
 | Bike ods-bike |  | Bus ods-bus |
 | Bus stop ods-bus_stop |  | Car parking lot ods-parking_car |
 | Car rental ods-rental_car |  | Car sharing ods-car_share |
 | Handicapped parking ods-parking_disabled |  | Emergency phone ods-emergency_phone |
 | Fuel ods-fuel |  | LGP fuel ods-fuel_lpg |
 | Heavy airplane ods-heavy_plane |  | Helicopter ods-helicopter |
 | Helicopter pad ods-helicopter_pad |  | Light airplane ods-light_plane |
 | Lighthouse ods-lighthouse |  | Marina ods-marina |
 | Motorcycle parking ods-parking_moto |  | Paid car parking ods-parking_car_paid |
 | Parking ods-parking |  | Pedestrian ods-walking |
 | Port ods-port |  | Bike sharing ods-rent_a_bike |
 | Rent a car ods-rent_a_car |  | Roundabout left ods-roundabout_acw |
 | Roundabout right ods-roundabout_cw |  | Slipway ods-slipway |
 | Speed bump ods-speedbump |  | Subway ods-subway |
 | Taxi ods-taxi_rank |  | Traffic light ods-traffic_lights |
 | Train station ods-train_station |  | Tramway ods-tram |
 | Truck ods-truck |  | Zebra crossing ods-zebra_crossing |
 | Rocket ods-rocket |
Worship
 | Bahai ods-bahai |  | Buddhist ods-buddhist |
 | Christian ods-christian |  | Hindu ods-hindu |
 | Islamic ods-islamic |  | Jain ods-jain |
 | Jewish ods-jewish |  | Shinto ods-shinto |
 | Sikh ods-sikh |  | Unknown worship ods-unknown |
