Programming Question

Use these 2 links below for the dataset essay/paper.

https://archive.ics.uci.edu/ml/machine-learning-da…

https://archive.ics.uci.edu/ml/machine-learning-da…Customer AskXYZ Corporation uses data to develop marketing profiles on people. These profiles are then sold tonumerous companies for marketing purposes. You work at XYZ as a data analyst. You have just beengiven a new project working with UVW College, a local college looking to bolster enrollment. UVWhas chosen a salary as a key demographic to determine criteria for marketing its degree programs.You must develop marketing profiles using data supplied by the United States Census Bureau, andyou will be focusing on $50,000 as a key number for salary. There are many key variables that mustbe assessed for individuals making less than and more than $50,000, including age, gender,education status, marital status, occupation, etc.For example, if the data show that the majority of individuals making less than $50,000 is under 34years old, male, single, and has a high school diploma, the college can market to this demographicwith tuition amounts, program concentrations, and even ground or online programs appropriate to thisdemographic.To achieve its enrollment target, the marketing team at UVW would like to develop an application tofind the factors that determine the individual’s income. One way to accomplish this is to use theUnited States Census Bureau data provided by the XYZ company. The marketing team wants togroup the factors that can be used in the development of their proposed model/application. They alsowant the application to predict the income of an individual based on different values of the inputparameters so that they can tailor their marketing efforts when reaching out to the individuals.

Purpose:

The purpose is to present the findings and insights gained from the analysisconducted to address the question posed by the customer. The report’s audience is the teamresponsible for building and maintaining the application that the marketing department will use basedon the findings. serves as comprehensive documentation of the analysis conductedand the insights derived. must communicate the findings in a clear and structured manner,making it easy for the development team to understand and implement the recommendations.Ultimately, this key deliverable not only summarizes the analysis conducted but also guides theimplementation of actionable insights to support customer’s marketing efforts effectively