Bollinger Bands and RSI Short Selling (by Coinrule)The Bollinger Bands are among the most famous and widely used indicators. A Bollinger Band is a technical analysis tool defined by a set of trendlines plotted two standard deviations (positively and negatively) away from a simple moving average ( SMA ) of a security's price, but which can be adjusted to user preferences. They can suggest when an asset is oversold or overbought in the short term, thus provide the best time for buying and selling it.
The relative strength index ( RSI ) is a momentum indicator used in technical analysis . RSI measures the speed and magnitude of a security's recent price changes to evaluate overvalued or undervalued conditions in the price of that security. The RSI can do more than point to overbought and oversold securities. It can also indicate securities that may be primed for a trend reversal or corrective pullback in price. It can signal when to buy and sell. Traditionally, an RSI reading of 70 or above indicates an overbought situation. A reading of 30 or below indicates an oversold condition.
The short order is placed on assets that present strong momentum when it's more likely that it is about to decrease further. The rule strategy places and closes the order when the following conditions are met:
ENTRY
The closing price is greater than the upper standard deviation of the Bollinger Bands
The RSI is less than 70
EXIT
The trade is closed in profit when the RSI is less than 70
Upper standard deviation of the Bollinger Band is greater than the the closing price.
This strategy comes with a stop loss and a take profit, and as you can see by the results, it is well suited for a bear market.
This trade works very well with ETH (1h timeframe), AVA (4h timeframe), and SOL (3h timeframe) and is backtested from the 1 December 2021 to capture how this strategy would perform in a bear market.
To make the results more realistic, the strategy assumes each order to trade 30% of the available capital. A trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange.
Shorting
CryptoCurrency Short X-RayIndicator to show the data on short sellers for cryptocurrencies. Color coded as the following:
Orange=Shortsellers are Shorting
Blue =Shortsellers are Covering
Red =Others are Selling
Green =Others are Buying
Includes lines to show the range that shortsellers have recently (within the last 1024 bars) been operating in to give indication on how extended they are, along with 25%, 50%, and 75% levels inbetween. Do not rely exclusively on this indicator as this can change wildly depending on the situation at hand, and be sure to select the short data in the settings that matches the ticker you're trading.
NASDAQ/NYSE Short Volume [NeoButane]This shows short volume from NASDAQ and NYSE.
If you do not understand what short volume is, I highly recommend researching FINRA documentation and reporting.
The indicator looks nice in histogram and column style.
The neat thing about nesting str.replace_all is that you can get the ticker without using a mutable variable.