Bank's points of attention in Guayaquil

I have written a blog post for this project, you can have a look at it here

This repo contains analysis of point of attentiont in Guayaquil from a bank institution
Analysis follows CRISP-DM process!

This data is scrap from google map.

Steps in CRISP-DM process:

• Business Understanding
• Data Understanding
• Data Preparation
• Modelling
• Evaluation
• Setting out (information to stakeholder)

This repo contains all of the above mentioned steps in udacity.ipynb.

Table of contents

• File descriptions
• Motivation
• Results
• Creator

File descriptions

Within the download you'll find the following directories and files.

Udacity/
+-- udacity.ipynb
+-- limpioDataSet.csv
+-- README.md
+-- visualizations
    +-- Banks-Financial-Institutions.jpg

• udacity.ipynb ==> Notebook to investigate about point of interest.
• datos.csv ==> Dataset with coordinates of point of interest.
• visualizations ==> Plots and graphs generated while analyzing data.

Motivation

Working on these aspects related to business or real-world applications of how the data could be used:

• Location Overview
• Types of business nearby
• Where to put a point of attention

Results

• Found that we can divide the bank's points of attention into two categories
• In one category we can see that a common characteristic is being close to seafood restaurants, then fast food restaurants.
• In cluster 2 we see that commercial premises for office elements predominate

Creator

Roberto Esteves

• https://github.com/restevesd/