Category: Python homework help

  
Homework Assignment #2 
1. Please use SQLite3 and the financial data provided in class(sp500_mafa2024.db) to estimate the ROA, Profit Margin, Asset Turnover, PPE (property, plant and equipment) to Total assets, Debt to Total Assets ratios for the information technology industry, and the consumer staples industry respectively from 2012 to 2022. Furthermore, please provide histograms of these ratios for each industry. You need to submit the python code and the histogram outputs.
2. Please explain how business models drive the characteristics of financial ratios for these two industry.

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The details are on the zip file.
How to deliver your work:• Use a zip utility to bundle your files together and submit them as one attachment through the project submission. Include in the zip file the following:1- .ipynb file for each problem that contains the codes with the explanation.2- .txt file that contain your name and all links you used to answer the questions.

Problem Statement (paste this into the top of your submission)
Bob runs a food truck business with four trucks. Every day, each truck leaves the warehouse and travels to a different part of town, selling food at multiple construction sites. To better understand his business, he collects metrics every day for each truck. The metrics include 1) the number of sites visited, 2) the cost of gas for the day, and 3) the revenue. Each day in the morning, the first thing Bob wants to do is generate a consolidated report of the previous days’ metrics. Bob has hired you to develop a program that he can run on a computer, where he can enter those previous day’s metrics and be shown a consolidated output report.
To enter metrics into the program, Bob will first enter the date – one time only. After this he will start entering the data for each individual truck in this order; Truck ID, number of Sites visited, Gas Expense, and Revenue.  After each item of data has been entered, that data should immediately be shown to Bob on the computer screen to allow him to ensure the data is correct. After all the data for a given truck is entered, the program should display the profit for that truck, calculated as the Revenue minus the Gas Expense. After Bob has entered ALL the data for ALL the trucks, he should enter the value “End” as a Truck ID to let the program know that there will be no further entries.   
After Bob has entered “End”, the program should display a summary of the data. The summary must display the overall Total Number of Trucks, Total Gas Expense, Total Revenue, Total Profit, and the Average Profit for the trucks. Additionally, the report must display the Highest Profit out of all the trucks, and Truck ID which had that Highest Profit. In the event of more than one truck earning the Highest Profit, only the first Truck entered into the system should be reported.

The purpose of this assignment is to gain some experience with Bezier patches
and to understand surface curvature as a classifier of shape. In this nb, you will
work with Gaussian and mean curvature.Some code is provided. You must write
code where you see “TO DO”.