Screening Filters
is_index_component: ['DJI']
- Purpose: Limit results to stocks that are components of the Dow Jones Industrial Average.
- Rationale: Your query says “for DJCO,” which is ambiguous. The most reasonable interpretation for a group of “top daily AI-related stocks” is an index-based universe. Your colleague chose DJI (Dow Jones Industrial Average) as the reference index, treating “DJCO” as a likely shorthand/mistyping for “Dow Jones.”
- This keeps the list focused on large, well-known, liquid U.S. blue‑chip names rather than the entire market, which fits a “top” daily picks idea better than including tiny or illiquid names.
themes: ['AI Beneficiary', 'Big Data', 'Cloud Computing', 'Software as a Service', 'Technology']
- Purpose: Ensure the stocks are clearly AI-related or closely adjacent in their business exposure.
- Rationale:
- AI Beneficiary: Captures companies directly benefiting from or enabling AI adoption (e.g., infrastructure, chips, platforms).
- Big Data: AI depends on large-scale data processing; companies here are often deeply tied to AI analytics and data platforms.
- Cloud Computing: AI workloads are increasingly run in the cloud; major cloud providers and tools are central to AI.
- Software as a Service (SaaS): Many AI-enabled tools are delivered as SaaS platforms.
- Technology: Provides a broader tech umbrella to avoid missing key AI-adjacent Dow names that may not be tagged with the narrower themes.
Together, these tags operationalize “AI-related stocks” by including the major categories where AI exposure is most concentrated.
relative_vol: {'min': '1.0'}
- Purpose: Select stocks with at least average or higher trading activity compared to their normal levels.
- Rationale: When you ask for “top 5 daily” stocks, that implies interest in names actively trading today, not dormant or quiet stocks.
- A relative volume ≥ 1.0 means the stock is trading at or above its usual volume, which often signals greater interest, liquidity, and tradability on that particular day.
one_day_rise_prob: {'min': '55'}
- Purpose: Focus on stocks that, according to a model, have a statistically higher-than-random probability (≥ 55%) of rising over the next day.
- Rationale: “Top daily stocks” typically implies favorable short‑term outlook.
- By requiring a >50% chance of a positive next-day move, the filter tries to highlight names with a tilt toward upside rather than just any AI-related stock.
one_day_predict_return: {'min': '0.0001'}
- Purpose: Ensure the predicted one-day return is positive, even if modest.
- Rationale: This complements the rise probability filter.
- A positive predicted return aligns with wanting “top” daily ideas—i.e., candidates expected (not guaranteed) to gain, rather than names with negative or flat model forecasts.
Why Results Match Your Request
- The index filter (DJI) narrows the universe to large, high‑quality names consistent with “top” stocks, interpreting “DJCO” as a Dow-related request.
- The theme filters directly target AI and AI-adjacent sectors, satisfying your requirement for AI-related stocks.
- The relative volume filter ensures these are active today, which aligns with a daily trading focus.
- The rise probability and positive predicted return filters aim to surface short-term favorable candidates, making them appropriate “top daily” ideas rather than just any AI-linked Dow components.
This list is generated based on data from one or more third party data providers. It is provided for informational purposes only by Intellectia.AI, and is not investment advice or a recommendation. Intellectia does not make any warranty or guarantee relating to the accuracy, timeliness or completeness of any third-party information, and the provision of this information does not constitute a recommendation.