This repository contains Python scripts to fetch and visualize country data using various APIs.

• country_data.py: This script fetches country data from the "restcountries.com" API and saves it in JSON format.
• visualize_population.py: This script reads the country data from the JSON file and visualizes the population of the top 20 countries using matplotlib and seaborn libraries.
• wiki_data.py: This script fetches additional data from the Wikipedia API and prints it to the console.

Here is a screenshot of the graph output:

To run the scripts in this repository, you need to have the following dependencies installed:

• Python 3
• requests
• json
• pandas
• matplotlib
• seaborn

1. Clone the repository:

git clone https://github.com/your-username/country-data-visualization.git

2. Install the required dependencies:

pip install -r requirements.txt

3. Run the scripts:

To fetch country data and create a JSON file:

python country_data.py

To visualize the population of the top 20 countries:

python visualize_population.py

To fetch additional data from Wikipedia:

python wiki_data.py

Feel free to explore and modify the scripts to suit your needs.