Create a program that reads data from a CSV file. You need to open the csv file in

the dataset that you selected and see the attributes to read them into your

program. The program should perform various manipulations and analyses on the

data, such as calculating averages, finding maximum$/$minimum values, and

generating summary statistics.

Tasks To Do:

$1.$ Read CSV File: Implement a function to read data from the CSV file in your

dataset into a data structure $($for example, list or dictionaries$).$

$2.$ Clean Data: Replace empty fields with either a $0$ or the best possible value

$($for example, average of all other values in the column$),$ convert strings to

integers or floats, ignore irrelevant data, etc.

$3.$ Calculate Averages: Compute the average values for specific columns in your

dataset $($for example, average prices, average sales, etc.$).$

$4.$ Find Maximum$/$Minimum: Identify the maximum and minimum values in

specific columns $($for example, minimum year, maximum price, etc.$).$

$5.$ Generate Statistics: Provide statistics for the dataset, such as the total

number of entries, sales per year, number of categories.

$6.$ Filter Data: Allow customers to filter the data based on specific criteria $($for

example, price range, minimum year, most viewed videos etc.$).$