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pls improvise red and green candle with list comprehecsion using lambda and finally assign red and grren

Sleepy Seal answered on July 20, 2023 Popularity 1/10 Helpfulness 1/10

answer pls improvise red and green candle with list comprehecsion using lambda and finally assign red and grren

pls improvise red and green candle with list comprehecsion using lambda and finally assign red and grren

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import pandas as pd

def candlestick_analysis(time_series_data):
    # Calculate candle body size
    time_series_data['candle_body_size'] = abs(time_series_data['close'] - time_series_data['open'])

    # Calculate upper wick
    time_series_data['upper_wick'] = time_series_data['high'] - time_series_data[['open', 'close']].max(axis=1)

    # Calculate lower wick
    time_series_data['lower_wick'] = time_series_data[['open', 'close']].min(axis=1) - time_series_data['low']

    # Calculate wick to body ratio
    time_series_data['wick_body_ratio'] = (time_series_data['upper_wick'] + time_series_data['lower_wick']) / time_series_data['candle_body_size']

    # Assign red or green candle using lambda and list comprehension
    time_series_data['candle_color'] = ['green' if close < open else 'red' for open, close in zip(time_series_data['open'], time_series_data['close'])]

    return time_series_data

# Example usage:
# Assuming you have a DataFrame 'df' with timestamp as index and columns 'open', 'high', 'low', and 'close'
# df = pd.read_csv('time_series_data.csv', parse_dates=['timestamp'], index_col='timestamp')
# analyzed_data = candlestick_analysis(df)

Popularity 1/10 Helpfulness 1/10 Language python

Source: chat.openai.com

Tags: assign finally lambda list pls python red using

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Contributed on Jul 20 2023

Sleepy Seal

0 Answers Avg Quality 2/10

pls improvise red and green candle with list comprehecsion using lambda and finally assign red and grren

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