{"id":48706301,"url":"https://github.com/whitebeard10/visualizing-global-trends-in-climate","last_synced_at":"2026-04-11T11:17:21.256Z","repository":{"id":205265877,"uuid":"713735221","full_name":"whitebeard10/Visualizing-Global-Trends-In-Climate","owner":"whitebeard10","description":"Climate Data Visualization Dashboard","archived":false,"fork":false,"pushed_at":"2023-11-03T10:26:18.000Z","size":501,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-17T22:06:53.901Z","etag":null,"topics":["climate-change","dash","dashboard","data-visualization","plotly","python"],"latest_commit_sha":null,"homepage":"https://visualizing-global-trends-in-climate.vercel.app","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/whitebeard10.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-11-03T06:13:20.000Z","updated_at":"2023-11-16T12:05:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"23d80c2d-2973-47f3-a74f-581940edd384","html_url":"https://github.com/whitebeard10/Visualizing-Global-Trends-In-Climate","commit_stats":null,"previous_names":["whitebeard10/visualizing-global-trends-in-climate"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/whitebeard10/Visualizing-Global-Trends-In-Climate","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whitebeard10%2FVisualizing-Global-Trends-In-Climate","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whitebeard10%2FVisualizing-Global-Trends-In-Climate/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whitebeard10%2FVisualizing-Global-Trends-In-Climate/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whitebeard10%2FVisualizing-Global-Trends-In-Climate/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/whitebeard10","download_url":"https://codeload.github.com/whitebeard10/Visualizing-Global-Trends-In-Climate/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/whitebeard10%2FVisualizing-Global-Trends-In-Climate/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31678030,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-11T08:18:19.405Z","status":"ssl_error","status_checked_at":"2026-04-11T08:17:08.892Z","response_time":54,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["climate-change","dash","dashboard","data-visualization","plotly","python"],"created_at":"2026-04-11T11:17:19.264Z","updated_at":"2026-04-11T11:17:21.241Z","avatar_url":"https://github.com/whitebeard10.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Climate Data Visualization Dashboard\n\n![image](https://github.com/whitebeard10/Visualizing-Global-Trends-In-Climate/assets/103208764/3b554902-4652-4e22-97f2-e0dcc0e4297e)\n\n\nThis web application is designed to help users visualize global trends in climate change using interactive data visualizations. The project includes various charts, graphs, and maps that display climate-related data, including temperature changes, deforestation rates, seasonal variations, CO2 emissions, greenhouse gas concentrations, global threats to biodiversity, heat content anomalies, and hierarchical data visualization.\n\n## Features\n\n- **Annual Surface Temperature Change**: Visualizes mean surface temperature changes from 1961 to 2021 for selected countries.\n\n- **Annual Deforestation**: Displays deforestation rates by year on a world map, allowing users to explore deforestation trends over time.\n\n- **Seasonal Temperature Change**: Provides insights into seasonal temperature variations over the years.\n\n- **CO2 Emissions per Capita**: Compares CO2 emissions per capita in 1956 and 2021 for different countries.\n\n- **Global Threats to Biodiversity**: Shows the distribution of threats to biodiversity through a pie chart.\n\n- **Heat Content Anomaly**: Visualizes heat content anomalies over time with the ability to update the chart.\n\n- **Greenhouse Gas Data**: Displays the concentration of various greenhouse gases over time, with an option to select the gas of interest.\n\n- **Hierarchical Visualization**: Presents a hierarchical visualization of climate data categories, subcategories, and levels.\n\n## Getting Started\n\n1. **Prerequisites**: Make sure you have [Python](https://www.python.org/downloads/) installed on your system.\n\n2. **Clone the Repository**: Clone this repository to your local machine using Git.\n\n   ```bash\n   git clone https://github.com/yourusername/climate-data-visualization.git\n   cd climate-data-visualization\n   ```\n## Requirements\n\nTo run this project, you need to have the following dependencies installed:\n\n- [Dash](https://dash.plotly.com/) (version 2.1.0)\n- [Dash Core Components](https://dash.plotly.com/dash-core-components) (version 2.1.0)\n- [Dash HTML Components](https://dash.plotly.com/dash-html-components) (version 2.1.0)\n- [Dash Renderer](https://dash.plotly.com/dash-renderer) (version 2.1.0)\n- [Pandas](https://pandas.pydata.org/) (version 1.3.3)\n- [Plotly](https://plotly.com/python/) (version 5.3.1)\n\nYou can install these dependencies using pip:\n\n```bash\npip install -r requirements.txt\n```\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwhitebeard10%2Fvisualizing-global-trends-in-climate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwhitebeard10%2Fvisualizing-global-trends-in-climate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwhitebeard10%2Fvisualizing-global-trends-in-climate/lists"}