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Title: GitHub - MappingSystem/syntax: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

Open Graph Title: GitHub - MappingSystem/syntax: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

X Title: GitHub - MappingSystem/syntax: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

Description: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support. - MappingSystem/syntax

Open Graph Description: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support. - MappingSystem/syntax

X Description: Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support. - MappingSystem/syntax

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jealous@163.com

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https://patch-diff.githubusercontent.com/MappingSystem/syntax#stock-statisticsindicators-calculation-helper
https://github.com/jealous/stockstats/actions/workflows/build-test.yml
https://codecov.io/gh/jealous/stockstats
https://pypi.python.org/pypi/stockstats
https://patch-diff.githubusercontent.com/MappingSystem/syntax#introduction
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#access-the-data
https://patch-diff.githubusercontent.com/MappingSystem/syntax#retrieve-the-data-with-symbol
https://patch-diff.githubusercontent.com/MappingSystem/syntax#retrieve-the-series
https://patch-diff.githubusercontent.com/MappingSystem/syntax#retrieve-the-symbol-with-2-arguments
https://patch-diff.githubusercontent.com/MappingSystem/syntax#retrieve-the-symbol-with-1-argument
https://patch-diff.githubusercontent.com/MappingSystem/syntax#initialize-all-indicators-with-shortcuts
https://patch-diff.githubusercontent.com/MappingSystem/syntax#statisticsindicators
https://patch-diff.githubusercontent.com/MappingSystem/syntax#change-of-the-close
https://patch-diff.githubusercontent.com/MappingSystem/syntax#delta-of-periods
https://patch-diff.githubusercontent.com/MappingSystem/syntax#shift-periods
RSI - Relative Strength Indexhttps://en.wikipedia.org/wiki/Relative_strength_index
https://patch-diff.githubusercontent.com/MappingSystem/syntax#rsi---relative-strength-index
Log Return of the Closehttps://en.wikipedia.org/wiki/Rate_of_return
https://patch-diff.githubusercontent.com/MappingSystem/syntax#log-return-of-the-close
https://patch-diff.githubusercontent.com/MappingSystem/syntax#count-of-non-zero-value
https://patch-diff.githubusercontent.com/MappingSystem/syntax#max-and-min-of-the-periods
https://patch-diff.githubusercontent.com/MappingSystem/syntax#rsv---raw-stochastic-value
RSI - Relative Strength Indexhttps://en.wikipedia.org/wiki/Relative_strength_index
https://patch-diff.githubusercontent.com/MappingSystem/syntax#rsi---relative-strength-index-1
Stochastic RSIhttps://www.investopedia.com/terms/s/stochrsi.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#stochastic-rsi
WT - Wave Trendhttps://medium.com/@samuel.mcculloch/lets-take-a-look-at-wavetrend-with-crosses-lazybear-s-indicator-2ece1737f72f
https://patch-diff.githubusercontent.com/MappingSystem/syntax#wt---wave-trend
https://patch-diff.githubusercontent.com/MappingSystem/syntax#smma---smoothed-moving-average
TRIX - Triple Exponential Averagehttps://www.investopedia.com/articles/technical/02/092402.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#trix---triple-exponential-average
TEMA - Another Triple Exponential Averagehttps://www.forextraders.com/forex-education/forex-technical-analysis/triple-exponential-moving-average-the-tema-indicator/
https://patch-diff.githubusercontent.com/MappingSystem/syntax#tema---another-triple-exponential-average
VR - Volume Variation Indexhttps://help.eaglesmarkets.com/hc/en-us/articles/900002867026-Summary-of-volume-variation-index
https://patch-diff.githubusercontent.com/MappingSystem/syntax#vr---volume-variation-index
WR - Williams Overbought/Oversold Indexhttps://www.investopedia.com/terms/w/williamsr.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#wr---williams-overboughtoversold-index
CCI - Commodity Channel Indexhttps://www.investopedia.com/terms/c/commoditychannelindex.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#cci---commodity-channel-index
https://patch-diff.githubusercontent.com/MappingSystem/syntax#tr---true-range-of-trading
ATR - Average True Rangehttps://en.wikipedia.org/wiki/Average_true_range
https://patch-diff.githubusercontent.com/MappingSystem/syntax#atr---average-true-range
Supertrendhttps://economictimes.indiatimes.com/markets/stocks/news/how-to-use-supertrend-indicator-to-find-buying-and-selling-opportunities-in-market/articleshow/54492970.cms
https://patch-diff.githubusercontent.com/MappingSystem/syntax#supertrend
algorithm described herehttps://medium.com/codex/step-by-step-implementation-of-the-supertrend-indicator-in-python-656aa678c111
https://patch-diff.githubusercontent.com/MappingSystem/syntax#dma---difference-of-moving-average
DMI - Directional Movement Indexhttps://www.investopedia.com/terms/d/dmi.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#dmi---directional-movement-index
KDJ Indicatorhttps://en.wikipedia.org/wiki/Stochastic_oscillator
https://patch-diff.githubusercontent.com/MappingSystem/syntax#kdj-indicator
CR - Energy Indexhttps://support.futunn.com/en/topic167/?lang=en-us
https://patch-diff.githubusercontent.com/MappingSystem/syntax#cr---energy-index
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#typical-price
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#bollinger-bands
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#macd---moving-average-convergence-divergence
PPO - Percentage Price Oscillatorhttps://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:price_oscillators_ppo
https://patch-diff.githubusercontent.com/MappingSystem/syntax#ppo---percentage-price-oscillator
Simple Moving Averagehttps://www.investopedia.com/terms/m/mean.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#simple-moving-average
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#moving-standard-deviation
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#moving-variance
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https://patch-diff.githubusercontent.com/MappingSystem/syntax#volume-weighted-moving-average
CHOP - Choppiness Indexhttps://www.tradingview.com/education/choppinessindex/
https://patch-diff.githubusercontent.com/MappingSystem/syntax#chop---choppiness-index
MFI - Money Flow Indexhttps://www.investopedia.com/terms/m/mfi.asp
https://patch-diff.githubusercontent.com/MappingSystem/syntax#mfi---money-flow-index
KAMA - Kaufman's Adaptive Moving Averagehttps://school.stockcharts.com/doku.php?id=technical_indicators:kaufman_s_adaptive_moving_average
https://patch-diff.githubusercontent.com/MappingSystem/syntax#kama---kaufmans-adaptive-moving-average
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