fundamental-trend-analysis

Combine fundamental data and technical indicators for stock analysis by fetching financial data, default key statistics, and price charts to compute weighted composite scores. This generates a 0–100 fundamental score, a 0–100 technical score, and a 6-tier buy/sell signal.

A Piotroski F-Score inspired stock rating system evaluates profitability, valuation, financial health, and growth to produce a 0–100 fundamental score. It combines these metrics with price momentum to generate a 6-tier signal from Must Buy to Must Sell.

Yes, you can use this stock analysis approach for portfolio screening, in-depth stock evaluation, and scenario analysis across market regimes. It processes a stock ticker to output composite scores and 6-tier buy/sell signals suitable for screening workflows.

The technical trend signal affects the composite stock rating by applying price momentum data fetched from chart APIs. This momentum is weighted alongside the fundamental score to determine the final 6-tier rating, adjusting the signal from Must Buy to Must Sell.

The best way to evaluate stock valuation and financial health together is to compute a weighted composite score from default key statistics and earnings trends. This combines growth, valuation, and profitability into a single 0–100 fundamental score for buy/sell decisions.

Limitations of combining fundamental and technical analysis for stock ratings include dependency on accurate financial data, default key statistics, and chart API availability. The weighted composite score and 6-tier signal are only as reliable as the fetched input data and momentum calculations.