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Exercise

Creating DataFrames

A security position is a record of ownership that includes the purchase price and date. This information is necessary if you want to calculate how much profit was made on a stock. You can have multiple positions of the same stock, if you purchase it multiple times. Use these positions of Apple stock to create DataFrames in this exercise:

Sym Price Date
APPL 105.00 2015/12/31
APPL 117.05 2017/12/01
APPL 289.80 2019/12/27
Instructions 1/3
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  • 1
    • Create a dictionary with the exact column names holding the Apple data.
    • Create a DataFrame using the dictionary.
    • 2
      • Create a list of dictionaries with the position data.
      • Create a DataFrame using the list.
    • 3
      • Create a list of lists representing the positions data.
      • Define the column names.
      • Create a DataFrame from the data.