You are working as a software programmer for a grocery store. You need to manage the chocolate inventory for your company. Use this file- flavors_of_cacao.csv file (attached).Directions:Create a python script that perform following tasks.Read the csv file in Pandas.Use GroupBy function to display company name and number of different chocolate brands.Display output at the command prompt.Submission:Submit Python ScriptOutput Screenshot

I need to write the following by jupyter notebook python program by using attached dataAdd to the data a new variable (column) that represents the four seasons (Winter(1), Spring(2), Summer(3), , Autumn(4)) by date. (Winter from 1 January to 20 March, Spring from 21 March to 21 June, Summer from 22 June to 22 September, Autumn from 23 September to 20 December).Add to the data a new variable (column) that divides the humidity variable into five equal categories (from 0 to 100) ( from 1 t0 20 take 1, from 21 to 40 take 2, from 41 to 60 take 3, from 61 to 80 take 4, from 81 to 100 take 5)Add the data new column contain humidity in summerAdd the data new column contain humidity in winterAdd the data new column contain AIR TEMPERATURE 2010Add the data new column contain AIR TEMPERATURE 2015Choose a simple random sample of data with a size of (20) observations, then repeat it 400 times ( use seed function)Use stratification to choose a simple random sample from each seasons with size (10) ( use seed function)Use the symmetric sampling method to choose a sample whose size is (40) observation.( use seed function)

Throughout this course, you will use the latest version of Python to develop programs. Python is a high-level, general-purpose language created in the early 1990’s that has become popular in business and academic applications. Python can be used for web application development, desktop application development, and massively multiplayer online role-playing games such as Eve Online. Python can be installed on different operating systems (Windows, Linux, Mac, etc.), and the free version can be installed from the Python official website at python.org (Links to an external site.).For this interactive assignment, you will take on the role of a Python programmer that is part of a team of programmers for an online sales company. The head of the accounting department told you that the company’s annual profit is typically 19 percent of the company’s total sales. He has tasked you to write a simple Python program that will calculate and display the estimated profit amount from an annual amount of sale. In this coding assignment you will utilize what you learned while reviewing the required resources for Week 1. Your program will have to display a clear message to prompt the user to enter any amount of sale (Total Sale: $xxxxx), and it should calculate the estimated profit amount, and show the result in the following format:Profit Amount: $xxxxxxOnce you have completed the program, take a screen shot of the completed functionality (including the input and the output) and save it in a Word document, along with the script.In your initial post,Attach your word document.Describe your process in developing the program.