Download from a Census Population Estimates data set

Hecktman, A$.$ & Barker, A$.($n$.$d$.).$ Analyzin

Upload the data set in RapidMiner

Create a Regression Model to predict the estimation population for $2020$

Create a document with the following sections:

Introduction

Provide a concise overview of your task: Analyzing Census population estimates data using RapidMiner

Emphasize the importance of the data mining methodology used for this assignment, and how facilitates informed decision$-$making processes

Methodology

Explain the methodology you used.

Split the dataset into training and testing sets to facilitate model training and evaluation.

Construct a regression model using RapidMiner, carefully selecting appropriate algorithms and fine$-$tuning parameters.

Data Analysis

Dive into exploratory data analysis $($EDA$)$ to uncover insights into population trends over time.

Discussion of the Knowledge obtained

Reflect on the insights gleaned from your analysis, particularly focusing on population trends and dynamics.

Consider the effectiveness of your developed regression model in predicting population estimates for the year $2020.$

Discuss the practical implications of your findings for policymakers, urban planners, and researchers, emphasizing their significance in addressing demographic shifts and resource allocation strategies.