strong-stock-screening-overheating-alert

Company analysisMonitor

Surfaces constituent stocks within the strongest capital-inflow ETFs and monitors whether their trading heat has become overheated, scoring each on 5-day price momentum, 10-day large-order concentration, and institutional flow trend. TRIGGER when: ETF inflow constituent analysis, smart-money momentum screen, overheating alert, flow-confirmed hot stock ranking. DO NOT USE when: single-stock deep-dive, portfolio allocation, pure sector rotation, or general market overview.

Feng Jiang

VersionV1

Installs39Runs21

How it works

Strong Stock Screening & Overheating Alert

Identify the highest-inflow ETFs, extract their top constituents, and filter for stocks that are momentum-strong, not crowded, and low reversal-risk using 10-day large-order flow data.

Output language: English (translate names where helpful).


ETF Universe (7 ETFs, 4 regions)

SymbolNameRegion
SPYSPDR S&P 500πŸ‡ΊπŸ‡Έ US
QQQInvesco Nasdaq-100πŸ‡ΊπŸ‡Έ US
IWMiShares Russell 2000πŸ‡ΊπŸ‡Έ US
EWJiShares MSCI JapanπŸ‡―πŸ‡΅ JP
EWYiShares MSCI South KoreaπŸ‡°πŸ‡· KR
EWHiShares MSCI Hong KongπŸ‡­πŸ‡° HK
FXIiShares China Large-CapπŸ‡¨πŸ‡³ CN/HK

Step 1 β€” Identify Top-Inflow ETFs

Fetch marketChart (interval=1d, from = 10 calendar days ago, adjustment=dividend_adjusted) for all 7 ETFs in parallel.

Compute per ETF:

  • ret5 = (latest close βˆ’ bar[n-6] close) / bar[n-6] close Γ— 100
  • vol_trend = (mean of last-5-session volumes βˆ’ base-session volume) / base-session volume Γ— 100
  • If vol_trend > +20% AND price is up β†’ vol_char = Accumulation; if vol_trend > +20% AND price is down β†’ vol_char = Distribution; otherwise Normal

Select ETFs where ret5 > 0%. Rank by ret5 descending. Proceed with the top 1–3 ETFs. If no ETF has ret5 > 0%, take the least-negative ETF and flag it as "defensive" context only.


Step 2 β€” Pull Constituent Holdings

For each selected ETF run:

driven etf-and-mutual-funds.holdings symbol=<ETF>

Extract .data, sort by weightPercentage descending, take top 25 rows. Keep

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