{"id":25597939,"url":"https://github.com/eafriyie28/beamgis","last_synced_at":"2025-10-28T23:16:22.957Z","repository":{"id":278659342,"uuid":"931714236","full_name":"eafriyie28/beamgis","owner":"eafriyie28","description":"A Python package for geospatial analysis and mapping","archived":false,"fork":false,"pushed_at":"2025-09-22T18:34:17.000Z","size":40640,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-22T20:36:46.021Z","etag":null,"topics":["geoai","geospatial","geospatial-analysis","geospatial-processing","geospatial-visualization","jupyter-notebook","mapping","python","spatial-analysis","spatial-data-analysis","spatio-temporal-analysis","spatio-temporal-modeling"],"latest_commit_sha":null,"homepage":"https://eafriyie28.github.io/beamgis","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/eafriyie28.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-02-12T18:27:35.000Z","updated_at":"2025-05-14T20:01:23.000Z","dependencies_parsed_at":"2025-02-21T01:28:12.422Z","dependency_job_id":"ff3b186a-69f9-415e-b6f7-d22efee70b66","html_url":"https://github.com/eafriyie28/beamgis","commit_stats":null,"previous_names":["eafriyie28/beamgis"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/eafriyie28/beamgis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eafriyie28%2Fbeamgis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eafriyie28%2Fbeamgis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eafriyie28%2Fbeamgis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eafriyie28%2Fbeamgis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/eafriyie28","download_url":"https://codeload.github.com/eafriyie28/beamgis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eafriyie28%2Fbeamgis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279010802,"owners_count":26084807,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-12T02:00:06.719Z","response_time":53,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["geoai","geospatial","geospatial-analysis","geospatial-processing","geospatial-visualization","jupyter-notebook","mapping","python","spatial-analysis","spatial-data-analysis","spatio-temporal-analysis","spatio-temporal-modeling"],"created_at":"2025-02-21T13:19:47.695Z","updated_at":"2025-10-12T08:08:08.253Z","avatar_url":"https://github.com/eafriyie28.png","language":"Python","readme":"# Welcome to BeamGIS\n\n\n[![image](https://img.shields.io/pypi/v/beamgis.svg)](https://pypi.python.org/pypi/beamgis)\n[![image](https://img.shields.io/conda/vn/conda-forge/beamgis.svg)](https://anaconda.org/conda-forge/beamgis)\n\n![logo](https://github.com/eafriyie28/beamgis/blob/main/docs/logo/beamgis.png)\n\n\n\n**A python package for geospatial analysis and mapping**\n\n\n-   GitHub: \u003chttps://github.com/eafriyie28/beamgis\u003e\n-   Documentation: \u003chttps://eafriyie28.github.io/beamgis\u003e\n-   Pypi: \u003chttps://pypi.org/project/beamgis\u003e\n-   Tutorials: \u003chttps://youtu.be/elXFhu888DI\u003e\n-   Free software: MIT License\n\n\n## Introduction\n[BeamGIS](https://pypi.org/project/beamgis/) is a friendly, beginner-oriented Python package that brings interactive mapping and geospatial analysis to your Jupyter notebooks with minimal coding. Designed especially for high school students and non-specialists, it offers a gentle introduction to powerful GIS concepts inspired by [Leafmap](https://leafmap.org/) Geospatial Python Package. Under the hood, BeamGIS leverages open-source gems; Folium and ipyleaflet for crisp, interactive maps; [WhiteboxTools](https://www.whiteboxgeo.com/) and [WhiteboxGUI](https://github.com/opengeos/whiteboxgui) for robust spatial analyses; and ipywidgets to craft intuitive, responsive interfaces. Whether you are exploring your first dataset or building simple web maps, BeamGIS makes the journey both approachable and enjoyable.\n\n## Features\n\n* Create an interactive map with a simple one line code.\n* Changing basemaps interactively.\n* Changing basemaps interactively through a basemapgui.\n* Adding  XYZ, WMS and vector tile services.\n* Display vector data from geodata frame, geojson, shapefiles\n* Display raster data.\n* Create Split Maps.\n* Creating heatmaps with a csv url.\n* Creating heatmaps with a csv url using heatmapgui.\n* Visualize COG assets found within STAC items with a time slider.\n\n## Usage\nLaunch the interactive notebook tutorial for the beamgis Python package with Google Colab\n```python\n!pip install beamgis\nimport beamgis\n```\nCheck beamgis documentation website for details - https://eafriyie28.github.io/beamgis\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feafriyie28%2Fbeamgis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feafriyie28%2Fbeamgis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feafriyie28%2Fbeamgis/lists"}