{"id":20325227,"url":"https://github.com/nermeenkamal/population_growth_analysis_and_visualization","last_synced_at":"2026-05-02T17:37:41.804Z","repository":{"id":238414855,"uuid":"796501548","full_name":"NermeenKamal/Population_growth_Analysis_and_Visualization","owner":"NermeenKamal","description":"Python","archived":false,"fork":false,"pushed_at":"2024-05-25T10:01:42.000Z","size":896,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-14T14:24:00.310Z","etag":null,"topics":["analysis","data-science","dataset","matplotlib","numpy","pandas","python","seaborn","visualization"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"![Screenshot 2024-05-06 100230](https://github.com/NermeenKamal/Population_growth_Analysis_and_Visualization/assets/114883845/164b4ba3-22d2-42f9-a566-ea98437aa99a)\n\n---\n\n# World Population Growth Analysis\n\nThis repository contains Python code for analyzing and visualizing world population growth using data from [The World Bank](https://data.worldbank.org/).\n\n## Dataset\n\nThe dataset used in this analysis contains annual population growth rates for various countries from 1960 to 2022.\n\n### Data Source\n- [The World Bank Population Growth (annual) Dataset](https://data.worldbank.org/indicator/SP.POP.GROW)\n\n## Analysis\n\n### Descriptive Questions\n- **What is the median population growth rate globally over the years?**\n- **Which year had the highest population growth rate globally, and why did it happen?**\n- **How does the population growth rate vary between high-income and low-income countries?**\n\n### Diagnostic Questions\n- **Which countries had the lowest population growth rates in 2019, and why did it happen?**\n- **Which countries have population growth rates that are unusually high or low compared to the majority of countries?**\n\n### Predictive Questions\n- **What might be the population growth rate trends for the next few years?**\n\n### Visualization\n- Visualizations include line plots, box plots, and heatmaps to represent the population growth trends and outliers.\n\n## Repository Structure\n- `population_growth_analysis.ipynb`: Jupyter Notebook containing the Python code for data analysis and visualization.\n- `The_World_Bank_Population_growth_(annual_).csv`: Dataset used for analysis.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnermeenkamal%2Fpopulation_growth_analysis_and_visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnermeenkamal%2Fpopulation_growth_analysis_and_visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnermeenkamal%2Fpopulation_growth_analysis_and_visualization/lists"}