{"id":25961656,"url":"https://github.com/iamjuniorb/covid-analysis","last_synced_at":"2026-06-07T15:32:42.249Z","repository":{"id":182354470,"uuid":"668365164","full_name":"IAmJuniorB/Covid-Analysis","owner":"IAmJuniorB","description":"Heatmap showing the number of deaths month to month since the beginning of the pandemic.","archived":false,"fork":false,"pushed_at":"2023-07-19T16:47:45.000Z","size":1979,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2023-07-19T17:39:21.676Z","etag":null,"topics":["covid","covid-19","covid-data","covid19","covid19-data","influenza","pandemic","pandemic-analysis","pneumonia","python","python-analysis","python3","united-states"],"latest_commit_sha":null,"homepage":"","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/IAmJuniorB.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":"2023-07-19T16:21:50.000Z","updated_at":"2023-07-19T17:39:25.155Z","dependencies_parsed_at":"2023-07-19T17:51:38.184Z","dependency_job_id":null,"html_url":"https://github.com/IAmJuniorB/Covid-Analysis","commit_stats":null,"previous_names":["iamjuniorb/covid-analysis"],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IAmJuniorB%2FCovid-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IAmJuniorB%2FCovid-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IAmJuniorB%2FCovid-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IAmJuniorB%2FCovid-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IAmJuniorB","download_url":"https://codeload.github.com/IAmJuniorB/Covid-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241912970,"owners_count":20041457,"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","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":["covid","covid-19","covid-data","covid19","covid19-data","influenza","pandemic","pandemic-analysis","pneumonia","python","python-analysis","python3","united-states"],"created_at":"2025-03-04T19:40:47.671Z","updated_at":"2026-06-07T15:32:38.338Z","avatar_url":"https://github.com/IAmJuniorB.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# COVID-19, Influenza, and Pneumonia Deaths Analysis\n\nThis project aims to analyze and visualize the monthly COVID-19, influenza, and pneumonia deaths data using Python. It generates interactive heatmaps to help understand the trends and patterns in these mortality rates.\n\n## Data Source\n\nThe data used in this analysis is sourced from [CDC](https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-by-Sex-and-Age/9bhg-hcku). It includes the number of deaths for each month and year, as well as the corresponding data as of date.\n\n## Prerequisites\n\nBefore running the Python code, ensure you have the following packages installed:\n\n- pandas\n- seaborn\n- matplotlib\n\nYou can install them using `pip`:\n\n```bash\npip install pandas seaborn matplotlib\n```\n\n## Usage\n\n1. Clone this repository:\n\n```bash\ngit clone https://github.com/IAmJuniorB/COVID-Analysis.git\ncd COVID-Analysis\n```\n1. Place the data file filtered_deaths.csv in the project folder.\n\n2. Run the Python script:\n\n```bash\npython CovidDeaths.py\npython PnaDeaths.py\npython InfluenzaDeaths.py\n```\n\nThe scripts will generate three heatmaps for COVID-19, influenza, and pneumonia deaths as of the latest data (7/12/23).\n\n## Heatmaps\n\n### COVID-19 Deaths\n\nThe COVID-19 heatmap illustrates the monthly deaths for each year, with a custom color scale. The highest monthly death count is highlighted.\n\n![Covid Heatmap](Images/Covid.png)\n\n### Influenza Deaths\n\nThe influenza heatmap illustrates the monthly deaths for each year, with a custom color scale. The highest monthly death count is highlighted.\n\n![Influenza Heatmap](Images/Influenza.png)\n\n### Pneumonia Deaths\n\nThe pneumonia heatmap illustrates the monthly deaths for each year, with a custom color scale. The highest monthly death count is highlighted.\n\n![Pneumonia Heatmap](Images/Pneumonia.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamjuniorb%2Fcovid-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamjuniorb%2Fcovid-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamjuniorb%2Fcovid-analysis/lists"}