Create a Docker container that runs a Python script using the Pandas library for data analysis.
- Create a Python Script: Write a Python script (
data_analysis.py
) that uses Pandas to read a data file and perform basic analysis (e.g., summary statistics, filtering). - Dockerfile: Create a Dockerfile to build a Python environment with Pandas.
- Build the Docker Image: Run the command
docker build -t pandas-analysis .
to build your Docker image. - Run the Container: Use Docker volumes to mount your data file into the container and run your analysis.
- Analyze the Output: Check the output of your script for the analysis results.