0 PROJECT OBJECTIVE : Analyse the data of the various companies from the given dataset and perform the tasks that are speci fied in the below steps. Draw insights from the various attributes that are present in the dataset. plot distributions. state hypotheses and draw conclusions from the dataset. Steps and tasks : [ Total Score: 30 points] 1. Data warehouse: - Read the CSV le. 2. Data exploration: 0 Check the datatypes of each attribute. Check for null values in the attributes. 3. Data preprocessing 8: Visualisation: Drop the null values. Convert the 'Funding' features to a numerical value. - Plot box plot for funds in million. - Get the lower fence from the box plot. 0 Check number of outliers greater than upper fence. 0 Drop the values that are greater than upper fence. 0 Plot the box plot after dropping the values. 0 Check frequency of the OperatingState features classes. Plot a distribution plot for Funds in million. Plot distribution plots for companies still operating and companies that closed