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Acts as a senior Data scientisWrite a python code to generate a column which contains the moving averages technical indicator.

Distinct Dragonfly answered on July 18, 2023 Popularity 1/10 Helpfulness 1/10

answer Acts as a senior Data scientisWrite a python code to generate a column which contains the moving averages technical indicator.

Acts as a senior Data scientisWrite a python code to generate a column which contains the moving averages technical indicator.

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import pandas as pd

def moving_average(data, window=10, column='close'):
    """
    Function to calculate the moving average for a given column in a pandas DataFrame.

    Parameters:
        data (pd.DataFrame): The input dataframe containing the time series data.
        window (int): The number of periods to use for the moving average calculation (default: 10).
        column (str): The column name for which the moving average needs to be calculated (default: 'close').

    Returns:
        pd.Series: A pandas Series containing the moving average values.
    """
    return data[column].rolling(window=window).mean()

# Example Usage:
# Assuming 'df' is your pandas DataFrame containing the forex data, and 'close' is the column containing the closing prices.
# Let's calculate a 10-period simple moving average for the 'close' column:

df['moving_average_10'] = moving_average(df, window=10, column='close')

# You can then access the 'moving_average_10' column in the DataFrame, which contains the calculated moving averages.

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Contributed on Jul 18 2023

Distinct Dragonfly

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Acts as a senior Data scientisWrite a python code to generate a column which contains the moving averages technical indicator.

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