ohlcvish takes OHLCV data, generate multiple technical indicators on it and the corresponding Buy-Hold-Sell signal.
To use ohlcvish you need your OHLCV data to be in a pandas.DataFrame like this:
import pandas as pd
btc = pd.read_csv("BTCUSD.csv")
print(btc.head()) date open high low close volume
2014-11-28 363.59 381.34 360.57 376.28 3220878.18
2014-11-29 376.42 386.60 372.25 376.72 2746157.05
2014-11-30 376.57 381.99 373.32 373.34 1145566.61
2014-12-01 376.40 382.31 373.03 378.39 2520662.37
2014-12-02 378.39 382.86 375.23 379.25 2593576.46Use ohlcvish() function to get all signals (1=buy, 0=hold, -1=sell):
btc = ohlcvish(btc)
print(btc) date macd rsi stoch adx aroon bbands sar ma
2020-07-13 0 0 0 0 0 0 0 0
2020-07-14 0 0 0 0 0 0 0 0
2020-07-15 0 0 0 0 0 0 0 0
2020-07-16 0 0 0 0 0 0 0 0
2020-07-17 -1 0 0 0 0 0 0 -1
2020-07-18 0 0 0 0 0 0 0 0
2020-07-19 1 0 0 0 0 0 0 0
2020-07-20 -1 0 0 0 1 0 0 0
2020-07-21 1 0 0 0 0 0 1 0
2020-07-22 0 0 0 0 0 -1 0 1
2020-07-23 0 0 0 0 0 0 0 0
2020-07-24 0 0 0 0 0 0 0 0
2020-07-25 0 0 -1 0 0 -1 0 0
2020-07-26 0 0 0 0 0 0 0 0
2020-07-27 0 0 0 0 0 0 0 0
2020-07-28 0 0 0 0 0 0 0 0
2020-07-29 0 0 0 0 0 0 0 0
2020-07-30 0 0 0 0 0 0 0 0
2020-07-31 0 0 0 0 0 0 0 0
2020-08-01 0 0 0 0 0 -1 0 0