This Project's Status: ONGOING
Hi! My name is Sang Putu and this is the repository of my personal project: Data Visualization Demonstration using Jupyter Notebook.
This project is about demonstrating simple methods to process and visualizae spreadsheet data using python, dataframe operations, and descriptive visualizations.
The project's main .csv file is called HRDataset_v14 and you can access it here. It is a data visualizations practice dataset, provided by Dr. Rich.
This project uses libraries for processing our dataset, such as:
- Numpy for linear algebra
- Pandas Data processing
- Matplotlib Plotting library
- Seaborn Plotting library (colorful visualizations)
- Plotly Plotting library
- OS File navigation (to access csv, by default is already installed)
Dr. Rich has included some open-ended questions that analysts can explore and try to address through creating Tableau visualizations, or R or Python analyses:
- Is there any relationship between who a person works for and their performance score?
- What is the overall diversity profile of the organization? What are our best recruiting sources if we want to ensure a diverse organization?
- Can we predict who is going to terminate and who isn't? What level of accuracy can we achieve on this?
- Are there areas of the company where pay is not equitable?
Still on progress for inserting references, stay tuned.