Context

I created data analysis of some real life sample data looking at the Car battery incidents. This was done using Python, Excel, Jupiter notebook and Power BI.

Actions

• 🔹 Step 1: Clean the database and remove duplicates, missing numbers and remove columns to reduce the file size.
• 🔹 Step 2: Use Jupiter Notebook /Python to read in the files look through the data.
• 🔹 Step 3: Visualize the data using Power BI and create plots.
• 🔹 Step 4: Looked at the trends and then put the results on Power BI to create a dashboard.

Result

Below is the result.

GitHub Repository

• 📝 Summary of Key Findings:

  • Structure of React and using Props(Components) to design page layouts.

  • Using React to make pages more responsive and user friendly using application states.

  • Reploying a react application to Render.

Future Considerations

• 💡 Potential improvements:

  1. Add more components such as Gallery Carousal to make the page more interesting.

  2. Explore more use of 3d party Api such as Axios.