Content

Data Viz

Data Viz

Data Viz

Stock Explorer Dashboard

Manvirender Singh Rawat

9 Feb 2026

Min Read

The Investor's Dilemma With 700+ companies across multiple sectors, fundamental analysis was overwhelming. How do you compare profitability vs. efficiency across Technology and Industrials? Which stocks offer growth at reasonable valuations? Spreadsheets couldn't handle the multi-dimensional comparison.

Machine Learning in retail
Machine Learning in retail
Machine Learning in retail

Our Engine A financial intelligence platform that makes complex fundamental analysis intuitive. Quadrant mapping instantly positions companies on Profitability-Efficiency and Valuation-Growth matrices. Key metrics like Net Profit Margin, ROA, PE ratios, and Debt-to-Equity ratios become comparable at a glance, not after hours of spreadsheet work.

The Innovation: Dynamic sector filtering with real-time metric recalculation, paired with intelligent bucketing algorithms that identify outliers and opportunities across 700+ securities in milliseconds. This isn't data visualization—it's investment intelligence.

About author

About author

About author

Manvirender is a data enthusiast and founder at Klaymatrix Data Labs

Manvirender Singh Rawat

Head of Strategy

Subscribe to our newsletter

Sign up to get the most recent blog articles in your email every week.

Other blogs

Other blogs

Keep the momentum going with more blogs full of ideas, advice, and inspiration