What stock should I buy or sell?

Screening Filters

1. names = ['QQQ', 'Invesco QQQ ETF']

   • Purpose: Restricts the screen to the exact security the user is asking about.
   • Rationale: Since the question is specifically about QQQ, this filter ensures the results are not a broad list of stocks or ETFs, but the intended instrument itself.

2. sector = ['Technology']

   • Purpose: Focuses the screen on technology exposure.
   • Rationale: QQQ is heavily weighted toward large-cap technology and tech-related growth companies, so a technology sector filter aligns the screen with the core driver of QQQ’s performance.

3. themes = ['Technology']

   • Purpose: Adds a thematic layer consistent with QQQ’s composition.
   • Rationale: QQQ is often used as a proxy for tech and innovation leadership. Using the Technology theme helps capture stocks that behave similarly to QQQ and are relevant to the same market thesis.

4. moving_average_relationship = ['PriceAboveMA20', 'PriceAboveMA200']

   • Purpose: Identifies securities in a confirmed uptrend.
   • Rationale: The prior analysis showed QQQ trading above key moving averages, which signals bullish trend strength.
     • Above MA20 = short-term momentum is positive
     • Above MA200 = long-term trend is intact
       Together, these filters help find stocks that are not just bouncing, but are structurally strong.

5. rsi_category = ['moderate', 'overbought']

   • Purpose: Captures stocks with strong momentum.
   • Rationale: QQQ was described as short-term overbought but still technically strong. Including moderate and overbought RSI categories matches a “buy or sell” decision context, because it surfaces both healthier momentum names and stretched names that may be candidates for trimming rather than aggressive buying.

6. month_price_change_pct = {'min': '0'}

   • Purpose: Requires positive monthly performance.
   • Rationale: This filter ensures the stock is not in a monthly downtrend. For a user asking whether to buy or sell QQQ, positive price change helps identify momentum leaders and confirms that the asset has recent strength.

Why Results Match:

• The filters are built to reflect the exact question about QQQ, not a general stock screen.
• They emphasize trend strength, positive momentum, and tech exposure, which are the main characteristics relevant to deciding whether QQQ is a good buy, hold, or sell candidate.
• The combination of price above moving averages, positive monthly change, and RSI in moderate/overbought territory is especially useful for identifying securities that are strong but possibly extended — exactly the type of setup discussed in the prior QQQ analysis.
• In short, the screen is tailored to find stocks/ETFs that look like QQQ: large-cap tech, bullish trend, and strong momentum, while also flagging names that may be a little overbought.