spatial-analysis

There are 52 repositories under spatial-analysis topic.

• gboeing / osmnx

  OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

  openstreetmapgisstreet-networksoverpass-apinetworkxspatial-analysisgeospatialurban-planningtransportationgeographyosmnxnetworksspatial-dataurbanosmspatialpythontransportmappingrouting
  Language:Python 4760

• sshuair / 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.

  awesomegeogeospatialgeospatial-librarygeotoolsgismapspatial-analysis
  4308

• sacridini / Awesome-Geospatial

  Long list of geospatial tools and resources

  awesomeawesome-listdata-analysisdeep-learningearth-observationgeoprocessinggeospatialgeospatial-analysisgeotoolsgismachine-learningmapremote-sensingspatial-analysisspatial-data
  3989
• pytorch_geometric_temporal

  benedekrozemberczki / pytorch_geometric_temporal

  PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

  pytorchgraph-neural-networkstemporal-networkstemporal-graphsgcngraph-convolutional-networksdeep-learningnetwork-sciencetemporal-datanode-embeddingnetwork-embeddinggraph-embeddingspatial-dataspatial-analysisspatio-temporal-dataspatio-temporal-analysisgnngraph-convolutionspatiotemporal
  Language:Python 2577
• sedona

  apache / sedona

  A cluster computing framework for processing large-scale geospatial data

  cluster-computinggeospatialjavapythonscalaspatial-analysisspatial-queryspatial-sql
  Language:Java 1827

• gboeing / ppde642

  USC urban data science course series with Python and Jupyter

  uscurban-data-sciencecourse-materialsdata-scienceurban-planningurban-analyticsurban-informaticscity-governmentsyllabusjupyterpythonstatisticsnetwork-analysisspatial-analysisurbanismcitiescoursecodingtransporttransportation
  Language:Jupyter Notebook 1257

• ResidentMario / geoplot

  High-level geospatial data visualization library for Python.

  geopandasgeospatial-datageospatial-visualizationmatplotlibspatial-analysis
  Language:Python 1140

• pgRouting / pgrouting

  Repository contains pgRouting library. Development branch is "develop", stable branch is "master"

  postgispostgresql-extensionroutingspatial-analysisnetwork-analysisosgeo
  Language:C++ 1124
• xarray-spatial

  makepath / xarray-spatial

  Raster-based Spatial Analytics for Python

  pythonraster-analysisspatial-analysisnumbadatashaderxarray
  Language:Python 805
• kuwala

  kuwala-io / 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 demographics data b) Point of Interests from Open Street Map c) Google Popular Times

  admin-boundariesdatadata-integrationdata-sciencedbteltgoogle-trendsjupyterkuwalano-codeopen-dataopen-sourcepopulationpostgrespysparkpythonreactreact-flowscrapingspatial-analysis
  Language:JavaScript 779
• PyKrige

  GeoStat-Framework / PyKrige

  Kriging Toolkit for Python

  gaussian-processesgeostatisticsinterpolationkrigingspatial-analysisspatial-statistics
  Language:Python 743

• BUAA-BDA / OpenHuFu

  OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

  data-federationfederated-learningdifferential-privacympcmultiparty-computationsecure-computationspatial-analysisspatial-queriesprivacy-preservingspatial-data-analysisswarm-intelligencedata-privacydata-securitydata-sharingtransportation
  Language:Java 706

• bmwcarit / barefoot

  Java map matching library for integrating the map into software and services with state-of-the-art online and offline map matching that can be used stand-alone and in the cloud.

  map-matchingtrackingopenstreetmapspatial-analysisjavamap
  Language:Java 664

• r-spatial / rgee

  Google Earth Engine for R

  earth-engineearthenginegoogle-earth-enginegoogleearthenginerspatial-analysisspatial-data
  Language:R 656

• Esri / gis-tools-for-hadoop

  The GIS Tools for Hadoop are a collection of GIS tools for spatial analysis of big data.

  hadoopspatial-analysis
  515

• boostorg / geometry

  Boost.Geometry - Generic Geometry Library | Requires C++14 since Boost 1.75

  boostcomputational-geometrycpluspluscplusplus-14cxx14generic-geometry-librarygeometric-algorithmsgeometryogcspatial-analysisspatial-index
  Language:C++ 433
• squidpy

  scverse / squidpy

  Spatial Single Cell Analysis in Python

  single-cell-rna-seqsingle-cell-genomicsspatial-transcriptomicsspatial-analysisimage-analysisdata-visualizationsquidpy
  Language:Python 402

• Esri / spatial-framework-for-hadoop

  The Spatial Framework for Hadoop allows developers and data scientists to use the Hadoop data processing system for spatial data analysis.

  data-managementspatial-analysis
  Language:Java 363

• urschrei / Geopython

  Notebooks and libraries for spatial/geo Python explorations

  geogeopandaspandasgeospatialjupyterspatial-analysismatplotlibchoroplethcomputational-geometryisochronesgeographical-information-systemrustgeographically-weighted-regressionshapelybasemap
  Language:Jupyter Notebook 342
• sfnetworks

  luukvdmeer / sfnetworks

  Tidy Geospatial Networks in R

  geospatial-networksspatial-networksnetwork-analysisspatial-analysisspatial-data-sciencesimple-featuresrspatialtidygraphtidyverse
  Language:R 333

• gdsbook / book

  This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

  data-sciencedata-analysis-pythongeographical-information-systemgeographic-dataspatial-analysisspatial-statisticsstatisticsspatial-data-analysis
  Language:Jupyter Notebook 331

• pysal / spopt

  Spatial Optimization

  facility-locationlocation-allocationlocation-modelingpythonregionalizationresource-planningroutingspatial-analysisspatial-optimizationtransportation
  Language:Python 296

• Esri / developer-support

  Proof of concept developer code and samples to help be successful with all ArcGIS developer products (Python, NET, JavaScript, Android…). The repository is designed to be an exchange for sharing coding conventions and wisdom to developers at all skill levels.

  web-developmentdata-managementspatial-analysisnative-development
  Language:C# 267
• freud

  glotzerlab / freud

  Powerful, efficient particle trajectory analysis in scientific Python.

  molecular-dynamicsanalysisscientific-computingpythonmonte-carlo-simulationdata-analysisspatial-analysisparticle-systemcomputational-chemistrycomputational-physicssciencehacktoberfest
  Language:C++ 262

• gis-ops / routingpy

  🌎 Python library to access all public routing, isochrones and matrix APIs in a consistent manner.

  routingisochronesdistance-matrixpython3apispatial-analysisnavigationgraphhopperopenrouteservicevalhallamapboxosrmosrm-backend
  Language:Python 253
• geosnap

  oturns / geosnap

  The Geospatial Neighborhood Analysis Package

  geodemographicsneighborhood-dynamicsspatial-analysisspatial-data-scienceurban-analyticsurban-data-scienceurban-informaticsurban-modeling
  Language:Python 237

• SymbolixAU / googleway

  R Package for accessing and plotting Google Maps

  google-mapgoogle-mapsgoogle-maps-apigoogle-maps-javascript-apirrstatsspatialspatial-analysis
  Language:HTML 232

• osmlab / atlas

  OSM in memory

  openstreetmapatlasosmshardstreet-networksspatial-analysismapsgeospatialgeospatial-datageospatial-processing
  Language:Java 230
• mapsf

  riatelab / mapsf

  Thematic cartography with R

  rmapspatialspatial-analysiscartographyr-packagerstats
  Language:R 220
• awesome-arcgis-developers

  Esri / awesome-arcgis-developers

  A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services

  arcgisarcgis-apisdeveloper-experiencedeveloperslocation-servicesawesome-listawesomemappingweb-mappinglocation-intelligencespatial-analysisdata-sciencegisproductivitysamplesweb-developmentdeveloperdeveloper-tools
  214

• nshiab / simple-data-analysis

  Easy-to-use and high-performance JavaScript library for data analysis. Works with tabular and geospatial data.

  analysisbundatadata-analysisdata-scienceduckdbgeospatialjavascriptnodenode-jsnodejsspatialspatial-analysissqltypescript
  Language:TypeScript 203

• kuanb / peartree

  peartree: A library for converting transit data into a directed graph for sketch network analysis.

  network-analysistransitgraphsgtfsspatial-analysisgismodeling
  Language:Python 201

• kraina-ai / srai

  Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

  artificial-intelligencedata-sciencegeogeospatialmachine-learningpythonspatialspatial-analysissrai
  Language:Python 197
• depthmapX

  SpaceGroupUCL / depthmapX

  depthmapX is a multi-platform Spatial Network Analysis Software

  spatial-analysisgraph-analysisarchitectureurban-designnetwork-analysisagent-based-modelingagent-based-simulationvisibility-analysisvisibility-graphspace-syntax
  Language:C++ 197

• Esri / raster-functions

  A curated set of lightweight but powerful tools for on-the-fly image processing and raster analysis in ArcGIS.

  rasterpythonraster-functionsspatial-analysisraster-analysis
  Language:Python 191

• spatstat / spatstat

  Umbrella package of the 'spatstat' family................

  rspatial-analysisspatial-dataspatstatspatial-data-analysisstatisticsstatistical-methodsstatistical-testsstatistical-modelskernel-densitypoint-processspatial-statisticspoisson-processgibbs-processcox-point-processcluster-processnetwork-analysis
  Language:R 189