Stock Screening with Volatility, Dividend Yield, and Fund Flow Strength

Summary

This stock selection idea combines three filters: daily amplitude above 1%, a dividend yield above 25% associated with 2019, and a ranking intended to favor stronger capital flows. The explanation treats amplitude as a way to find more volatile shares, the dividend screen as a sign of stable income, and flow strength as an indication of current investor interest. It suggests adding valuation, profitability, technical indicators, and company performance measures to broaden the assessment.

The document provides sample indicator and Python implementations, but no backtest, performance statistics, or evidence that the proposed combination is profitable. The examples also leave important definitions unclear: the dividend field may not specifically represent the 2019 payout ratio, and the ranking logic is not fully explained as a measure of capital strength. A high dividend figure and recent flow ranking alone do not establish fair value or future returns. The strategy is therefore best understood as a screening proposal whose signals and data definitions require validation.

Key ideas

• The screen combines an amplitude threshold, a high dividend measure, and a ranking intended to represent capital flow strength.
• The author suggests adding valuation, profitability, and technical measures for a broader stock assessment.
• The document warns that flow strength may not capture a stock's long-term investment value.
• No backtest or performance evidence is provided, and the sample signal definitions need clarification.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.