Technical analysis framework using quandl, ta-lib and pandas library.
Technify provides a simple yet powerful framework to generate common technical analysis signals using ta-lib and pandas visualization to explore trends in stocks data.
The data can be provided as ohlcv data or directly from Quandl by means of the built-in integration.
- OHLCV values handling
- Integration with Quandl data feed and API auth
- TA-LIB indicators
- Plotting of volume, crossing points and indicators
Check the most up-to-date documentation in the wiki
from technify import Stock
from technify import indicators as ind
# The following code:
# 1) add mean average using Close column, time window = 40
# 2) add crossing of Open column over ma40
# 3) plot Open, ma40 and the crossing points together, limit to the last 90 values, plot volume using "Volume" column
msft = Stock.fromQuandl("EOD/MSFT") \
.append(ind.ma, "Close", timeperiod=40, saveas="ma40")\
.cross("Open", "ma40", "cross") \
.show(["Open", "ma40", "cross"], interval=range(-90), volume="Volume")
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