Data Analysis with Python Projects (freeCodeCamp Certification)

this repo contains 5 projects to complete the certification from freeCodeCamp. THE BEST PLATFORM TO LEARN and i enjoyed my journey thorugh every project .

Projects

1. Mean-Variance-Standard Deviation Calculator

A calculator that returns the mean, variance, standard deviation, min, max, and sum for a 3x3 matrix based on a list of 9 numbers using NumPy.

2. Demographic Data Analyzer

Analyzes demographic data from a CSV file to answer questions like race distribution, average age, education impact on income, work hours, and country-based statistics.

3. Medical Data Visualizer

Cleans and visualizes patient medical data using a categorical plot and a heatmap to detect correlations and trends.

4. Page View Time Series Visualizer

Visualizes time series data of daily page views on the freeCodeCamp forum using line plots, bar plots, and box plots.

5. Sea Level Predictor

Predicts sea level rise using linear regression based on historical data from 1880–2013 and visualizes future trends through 2050.

• Python 3
• Pandas
• NumPy
• Matplotlib
• Seaborn
• SciPy

How to Run

1. Clone the repository:

   git clone https://github.com/Ayisha-Mohammed/freecodecamp_data_analysis_projects.git
   cd freecodecamp_data_analysis_projects
   

to install dependencies

 pip install -r requirements.txt