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Crime Incident Mapping and Crime Rate Information Dashboard in England (2011-2022)

The following article examines the essential steps and important details in creating the required dashboard. Microsoft Power BI is the main software used for this purpose. Data Model There are 4 m...

Crime Rate Machine Learning Prediction Model in England

The following article discusses the steps taken in developing fairly accurate ML models in predicting crime rates in England. It shall also cover the outcomes of the initial ML models in terms of t...

New York City Property Sales Reporting Dashboard

The following article is from my Business Intelligence Project which involves a fictional real estate company based in New York. Business Problem Formulation Company Background Rise Real Estate, e...

Unsupervised Learning on Telco Churn Data

The following article shows the process on performing unsupervised learning on Telco Churn data. The datasets used in this project are from Kaggle should you want to follow along.The following proc...

Exploratory Data Analysis (EDA) of Crime Incident Data in England (2011-2022)

The following article discusses the insights from EDA of crime incident data in England from 2011-2022. The pre-requisite for this project is the Crime Incident data which can be accessed via my pr...

Deprivation Index Data Collection in England (2011-2022)

The following article details the process on collecting deprivation index data in England from 2011-2022 in a single tabular file. From English Indices, it can be understood that the indices of de...

Crime Rate Data Collection in England (2011-2022)

The following article details the process on collecting crime rate data in England from 2011-2022 in a single tabular file. The pre-requisites for this project include the Crime Incident and Popula...

Crime Incident Data Collection in England (2011-2022)

The following article details the process on collecting crime incident data in England from 2011-2022 in a single tabular file. Crime incident here can be defined as crime incidents that occur in ...

Population Density Data Collection in England (2011-2022)

The following article details the process on collecting population density data in England from 2011-2022 in a single tabular file. Population density in the simplest sense can be understood as th...

Unemployment Rate Data Collection in England (2011-2022)

The following article details the process on collecting unemployment rate data in England from 2011-2022 in a single tabular file. The unemployment rates for this project are obtained from Unemplo...