ADXMomentum_3

Strategy: ADXMomentum_3
Downloaded: 20220818
Stoploss: -0.25

1h Stalled - Negative Spot v2 Unbiased Recursive Analysis

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Buys	Avg Prof%	Cum Prof%	Tot Profit%	Avg Duration	Win	Loss	Win%	DD%	Stake	Exchange	Sharpe	Month
132	-0.06	-8.17	-1.89	7:27:00	119	13	90.2	17.73	USDT	kucoin	-1.25	202403
127	0.2	24.97	5.77	13:12:00	110	17	86.6	7.07	USDT	kucoin	6.88	202402
75	-0.59	-44.41	-10.26	10:49:00	64	11	85.3	15.34	USDT	kucoin	-5.39	202401
158	0.5	79.19	18.29	6:41:00	143	15	90.5	5.54	USDT	kucoin	28.34	202312
100	0.46	45.71	10.56	9:19:00	92	8	92	6.04	USDT	kucoin	14.24	202311
91	0.15	13.48	3.11	9:35:00	80	11	87.9	10.9	USDT	kucoin	2.58	202310
40	-0.52	-20.66	-4.77	1 day, 0:07:00	29	11	72.5	8.06	USDT	kucoin	-4.5	202309
34	-1.05	-35.85	-8.28	23:06:00	22	12	64.7	9.15	USDT	kucoin	-5.69	202308
58	-0.33	-19.28	-4.45	14:24:00	46	12	79.3	8.78	USDT	kucoin	-4.19	202307
63	-0.79	-49.94	-11.54	10:16:00	49	14	77.8	14.56	USDT	kucoin	-7.46	202306
40	-1.45	-58.15	-13.43	17:10:00	30	10	75	14.81	USDT	kucoin	-7.1	202305
135	0.24	32.62	7.54	11:17:00	114	21	84.4	5.99	USDT	kucoin	10.35	202304

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The ADXMomentum strategy is a trading strategy that combines the use of the Average Directional Index (ADX) and momentum indicators to generate buy and sell signals. Here's a breakdown of what the strategy does: The strategy is designed for a minimal Return on Investment (ROI) of 0.01, which can be adjusted based on market conditions. It uses a stop loss of -0.25, indicating the maximum acceptable loss before exiting a trade.

The timeframe for the strategy is set to 1 hour, meaning it analyzes price data over hourly intervals.

The strategy requires at least 20 candles (or periods) of data before producing valid signals.

Indicators Used: ADX (Average Directional Index): It calculates the strength of a trend. The buy signal is generated when the ADX value is greater than the specified buy_adx parameter, indicating a strong trend. The sell signal is generated when the ADX value is greater than the specified sell_adx parameter. Plus Directional Indicator (+DI) and Minus Directional Indicator (-DI): They measure the upward and downward movement of price, respectively. The buy signal is generated when the +DI value is greater than the buy_plus_di parameter, and when the +DI is greater than the -DI. The sell signal is generated when the -DI value is greater than the sell_minus_di parameter, and when the +DI is less than the -DI. Momentum Indicator: It calculates the rate of change of price. The buy signal is generated when the momentum value is greater than the buy_mom parameter. The sell signal is generated when the momentum value is less than the sell_mom parameter. The strategy populates these indicators using the specified time periods and assigns a "buy" or "sell" value to the corresponding dataframe rows based on the conditions mentioned above.