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Correlation analysis is crucial, especially in financial data, to identify relationships between variables. To learn about Correlation Analysis using pandas, we will take a new dataset containing historical data for a single stock containing various indicators such as open, close, high, low, volume, adjusted, symbol, etc. We have this data for Qualcomm in a file named QCOM.csv.