🌸lotusmarket

• 📡
  Fetchers

  VPS real-time · Entrade history · KBS fundamentals · Cafef insider · VCI dividends · Yahoo global · FRED macro — all free, no API key needed (FRED optional).
• 📐
  Technical analysis

  RSI · MA20/50/200 · MACD · Bollinger Bands · ATR · momentum · weekly aggregation · signal + score 0-100.
• ⭐
  Star ratings

  6-dim breakdown — price strength · trend · short-term · money flow · volatility · base range — deterministic, no AI.
• 📊
  Market analysis

  Pulse score · regime classifier (STABLE/VOLATILE/CRISIS/EUPHORIA) · sector flow · driver attribution · risk indicators.

• 🎯
  Signals

  Volume surge classifier · domestic flow (bid/ask pressure) · news clustering · earnings reaction.
• 🔗
  Exposure chain

  Per-ticker external driver mapping with 2-year backtest-validated Pearson r — commodity / FX / peer correlations for 30+ VN30 tickers.
• 🧪
  Backtest + cohort

  Strategy harness (buy-hold · momentum · low-vol · dual momentum) with realistic fees. Cohort analysis by RSI / MA trend / regime.
• 🇻🇳
  Vietnamese NLP

  Sentiment (70+ financial keywords) · NLU intent parsing · ticker extraction · number parser.

# pip install
pip install lotusmarket==0.5.0

# Real-time quote + technical analysis
from lotusmarket.fetchers import vps_quote
from lotusmarket import technical, ratings

quote = vps_quote("ACB")
dash  = technical.dashboard(closes)
stars = ratings.compute(closes, vols, dash.score,
                        dash.rsi, dash.ma20, dash.ma50, dash.ma200)
print(stars.overall_verdict)  # Outperform

// go get
go get github.com/ducnhd/lotusmarket/go@v0.5.0

// CLI binary
go install github.com/ducnhd/lotusmarket/go/cmd/lmcli@v0.5.0

lmcli pulse              # daily VN30 markdown
lmcli rate ACB           # 6-dim star ratings
lmcli screen --rsi=30-50 # filter VN30
lmcli dividends VNM      # corporate actions
lmcli global             # 14 world indices