| Category |
Data Analyst |
Data Scientist |
| Focus |
Reports, trends, summaries |
Predictions, models, future insights |
| Tools |
Excel, SQL, Tableau, Power BI |
Python, R, TensorFlow, Jupyter |
| Skills |
Cleaning data, reporting |
Machine learning, coding, modeling |
| Type of Data |
Mostly structured |
Both structured and unstructured |
| Career Start |
Entry-level, beginner friendly |
Advanced, requires tech background |