Ashishmis1/India-Data-Analyst-Market-2026 ? reverse-engineered prompt

Build me an end to end data analysis project for the Indian Data Analyst job market using the Kaggle dataset I have, with the goal of turning a big messy job dataset into a clean business ready report.

I want the workflow to clean and validate the raw records, pull out only Data Analyst roles, standardize cities and skills, and extract salary details even when they are buried in text. Then create a smaller cleaned dataset I can use for analysis, plus a few SQL queries that summarize hiring trends, salary benchmarks, company counts, and experience levels.

After that, make a simple executive dashboard that shows the main insights clearly, like top hiring cities, average salary, premium roles, and the strongest industries. It should have filters for city and industry, and a reset button so I can go back to the default view easily.

If anything is unclear, use current docs online or make reasonable assumptions and keep the result polished and easy to present.