Download from a Census Population Estimates data set

Hecktman, A$.$ & Barker, A$.($n$.$d$.).$ Analyzing census data with Excel. United States Census.

Upload the data set in RapidMiner

A lot of census data has been compiled by every government over the years. However, this data needs to be decoded in order to leverage it for policy planning, public services such as education, health, transport etc. It can also be used to help set up new factories, shopping malls, and even marketing products. Create an Association rules model to quite effective in all of these.

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 it facilitates informed decision$-$making processes.

Methodology

Explain the methodology you used, focusing on the process of segmenting US neighborhoods based on demographics and income.

Explain how the association rules modeling was applied to effectively decode the census data and extract meaningful patterns related to demographic and income characteristics.

Data Analysis

Dive into exploratory data analysis $($EDA$)$ to uncover insights.

Present the findings from the Association rules model analysis.

Discussion of the Knowledge obtained

Discuss the implications of the findings for policy planning, public services, business decisions, etc.

Evaluate the effectiveness of the Association rules model for analyzing census data.

Propose potential areas for future research or improvement in methodology.