https://github.com/nermeenkamal/population_growth_analysis_and_visualization

Python
https://github.com/nermeenkamal/population_growth_analysis_and_visualization

analysis data-science dataset matplotlib numpy pandas python seaborn visualization

Last synced: 2 months ago
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Python

• Host: GitHub
• URL: https://github.com/nermeenkamal/population_growth_analysis_and_visualization
• Owner: NermeenKamal
• License: mit
• Created: 2024-05-06T04:21:46.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-25T10:01:42.000Z (about 2 years ago)
• Last Synced: 2025-01-14T14:24:00.310Z (over 1 year ago)
• Topics: analysis, data-science, dataset, matplotlib, numpy, pandas, python, seaborn, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 875 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
![Screenshot 2024-05-06 100230](https://github.com/NermeenKamal/Population_growth_Analysis_and_Visualization/assets/114883845/164b4ba3-22d2-42f9-a566-ea98437aa99a)

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# World Population Growth Analysis

This repository contains Python code for analyzing and visualizing world population growth using data from [The World Bank](https://data.worldbank.org/).

## Dataset

The dataset used in this analysis contains annual population growth rates for various countries from 1960 to 2022.

### Data Source

- [The World Bank Population Growth (annual) Dataset](https://data.worldbank.org/indicator/SP.POP.GROW)

## Analysis

### Descriptive Questions

- **What is the median population growth rate globally over the years?**

- **Which year had the highest population growth rate globally, and why did it happen?**

- **How does the population growth rate vary between high-income and low-income countries?**

### Diagnostic Questions

- **Which countries had the lowest population growth rates in 2019, and why did it happen?**

- **Which countries have population growth rates that are unusually high or low compared to the majority of countries?**

### Predictive Questions

- **What might be the population growth rate trends for the next few years?**

### Visualization

- Visualizations include line plots, box plots, and heatmaps to represent the population growth trends and outliers.

## Repository Structure

- `population_growth_analysis.ipynb`: Jupyter Notebook containing the Python code for data analysis and visualization.

- `The_World_Bank_Population_growth_(annual_).csv`: Dataset used for analysis.

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