Wherobots Examples

This repository contains the notebook examples that Wherobots provide for customers. Those examples provide various examples of spatial analytics and spatial data processing use cases showcasing the capabilites of Apache Sedona and WherobotsDB.

Contributing

When raising a PR, make sure to run pre-commit hooks to the notebookes are cleaned and the readme is updated.

pre-commit run --all-files

Sometimes this will fail and update your notebooks or the readme file. Generally, you can rerun the command and it will pass as the pre-commit hooks will fix the issues it finds.

Repository structure

.
|-- Analyzing_Data
|   |-- Bring_Your_Own_Model_Raster_Inference.ipynb
|   |-- Clustering_DBSCAN.ipynb
|   |-- GPS_Map_Matching.ipynb
|   |-- Getis_Ord_Gi*.ipynb
|   |-- Isochrones.ipynb
|   |-- K_Nearest_Neighbor_Join.ipynb
|   |-- Local_Outlier_Factor.ipynb
|   |-- Object_Detection.ipynb
|   |-- Raster_Classification.ipynb
|   |-- Raster_Segmentation.ipynb
|   |-- Raster_Text_To_Segments_Airplanes.ipynb
|   `-- Zonal_Stats_ESAWorldCover_Texas.ipynb
|-- CONTRIBUTING.md
|-- Getting_Started
|   |-- Part_1_Loading_Data.ipynb
|   |-- Part_2_Reading_Spatial_Files.ipynb
|   |-- Part_3_Accelerating_Geospatial_Datasets.ipynb
|   `-- Part_4_Spatial_Joins.ipynb
|-- Open_Data_Connections
|   |-- ESA_WorldCover.ipynb
|   |-- Foursquare_Places.ipynb
|   |-- NOAA_SWDI.ipynb
|   `-- Overture_Maps.ipynb
`-- Reading_and_Writing_Data
    |-- Loading_Common_Spatial_File_Types.ipynb
    |-- Map_Tile_Generation.ipynb
    `-- STAC_Reader.ipynb

Assets folder

The following describes the purpose of each assets' subfolder:

• .../assets/conf - Map style configurations and other notebook settings
• .../assets/img - Images used in the notebooks.