Candlestick patterns detector
- Inverted Hammer
- Hammer
- Hanging man
- Bearish/Bullish Harami
- Dark cloud cover
- Doji
- Doji Star
- Dragonfly doji
- Gravestone doji
- Bearish engulfing
- Bullish engulfing
- Morning star
- Morning star doji
- Piercing pattern
- Rain drop
- Rain drop doji
- Star
- Shooting star
- Dataframe must contain open, high, low and close prices
- Open, high, low and close prices must be in numeric type.
| time | open | high | low | close |
|---|
| 2019-12-24 00:00:00 | 7317.3 | 7436.68 | 7157.04 | 7255.77 |
| 2019-12-25 00:00:00 | 7255.77 | 7271.77 | 7128.86 | 7204.63 |
| 2019-12-26 00:00:00 | 7205.01 | 7435 | 7157.12 | 7202 |
| 2019-12-27 00:00:00 | 7202 | 7275.86 | 7076.42 | 7254.74 |
| 2019-12-28 00:00:00 | 7254.77 | 7365.01 | 7238.67 | 7316.14 |
| 2019-12-29 00:00:00 | 7315.36 | 7528.45 | 7288 | 7388.24 |
fromcandlestickimportcandlestickdf=candlestick.inverted_hammer(df,target='result')
| T | result | open | high | low | close |
|---|
| 2019-12-24 00:00:00 | False | 7317.3 | 7436.68 | 7157.04 | 7255.77 |
| 2019-12-25 00:00:00 | False | 7255.77 | 7271.77 | 7128.86 | 7204.63 |
| 2019-12-26 00:00:00 | True | 7205.01 | 7435 | 7157.12 | 7202 |
| 2019-12-27 00:00:00 | False | 7202 | 7275.86 | 7076.42 | 7254.74 |
| 2019-12-28 00:00:00 | False | 7254.77 | 7365.01 | 7238.67 | 7316.14 |
| 2019-12-29 00:00:00 | False | 7315.36 | 7528.45 | 7288 | 7388.24 |
"True" indicates that pattern is detected at that candle
All pattern detection methods receive 3 parametrs:
- target (String) - Indicates the column to which the result of detection is saved as boolean.
- is_reversed (Bool) - Pass True if rows in dataframe are in time descending order, otherwise False. Deafult is False.
- ohlc (List) - Pass list of strings which indicates the column names of open/high/low/close prices in dataframe. Default: ["open", "high", "low", "close"].
If this project helped you in any way and you feel like buying a cup of coffee ☕:
BTC: 1PUGs6mxcW2W3SJi95aG8GvRQRJsoFHWWQ
ETH: 0x66615e09f7f46429e7620ffbf78479879bbab41d
LTC: LRxYMgEXMumwxYdimZo9EJ5CfBcipD5c3n