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Top 16 spatial-analysis Open-Source Projects
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osmnx
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
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awesome-gis
😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
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pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
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kuwala
Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data science models and products with a focus on geospatial data. Currently, the following data connectors are available worldwide: a) High-resolution demograp
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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awesome-arcgis-developers
A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services
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dekart
WebGL-powered map analytics for BigQuery and Snowflake. Lightweight alternative to CARTO and Foursquare Studio for data scientists, analysts and engineers.
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simplefeatures
Simple Features is a pure Go Implementation of the OpenGIS Simple Feature Access Specification
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landsat8_scene_calculator
Creates NDVI, SAVI, RBG, NIR, short wave infrared, agriculture, geology, and bathymetric GeoTIFF files using Landsat8 imagery.
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SaaSHub
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Project mention: I played with a python module called OSMnx to create the roadmaps of some cities. These include major highways,motorways,roads and streets that carry most of the traffic. | /r/india | 2023-07-13
This is awesome! I wonder how feasible is it to include TG in Apache Sedona (https://github.com/apache/sedona)
Although Sedona runs as a distributed system, but TG may speed local in-memory geometrical computation for each worker node. Let me know your thoughts!
Project mention: Show HN: GeoSage – A ETL Webtool for Geo and Demographics Data from the Open Web | news.ycombinator.com | 2023-10-05--> Google Trends Data for Regions (Coming Soon)
The tool goes beyond our previously published CLI tool (https://github.com/kuwala-io/kuwala/tree/master/kuwala) by providing a hostable solution with a user-friendly interface. We have not open-sourced it yet but a demo is available here: https://geosage.kuwala.io/.
Urban planners can utilize movement data to analyze foot traffic in different city zones. Marketers can leverage demographic data to tailor campaigns more effectively. Developers can build their apps on top of it.
To round it up .... GeoSage brings...
Unified Data Management: Access data from OSM, Facebook, and soon Google, all in one place.
Project mention: Dekart is an open-source data visualization and analytical tool for large scale geospatial data. Dekart is based on Kepler.gl visualization and supports BigQuery as a data source. | /r/dekart | 2023-05-01
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
spatial-analysis related posts
- Show HN: GeoSage – A ETL Webtool for Geo and Demographics Data from the Open Web
- Apache Sedona: Big Geospatial Data and AI Engine
- GIS data for a project. I apologize for the banality of my request and for my English.
- Advice about a school project
- has anybody got tips for a gal new to QGIS??
- The Apache Software Foundation Announces New Top-Level Project Apache Sedona
- R library at the tip of my tongue -- help! It's about roads on a map. For example, using only certain roads within a radius, find the best route. It helps solve travelling salesman problem. It was on GitHub. It was posted on one of R subreddits.
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A note from our sponsor - InfluxDB
www.influxdata.com | 28 Apr 2024
Index
What are some of the best open-source spatial-analysis projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | osmnx | 4,663 |
| 2 | awesome-gis | 4,137 |
| 3 | Awesome-Geospatial | 3,842 |
| 4 | pytorch_geometric_temporal | 2,484 |
| 5 | sedona | 1,775 |
| 6 | ppde642 | 1,254 |
| 7 | kuwala | 755 |
| 8 | sfnetworks | 330 |
| 9 | atlas | 227 |
| 10 | awesome-arcgis-developers | 198 |
| 11 | dekart | 167 |
| 12 | dggridR | 152 |
| 13 | topo | 145 |
| 14 | simplefeatures | 119 |
| 15 | forestatrisk | 112 |
| 16 | landsat8_scene_calculator | 58 |
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