Introduction

You are continuing your work for Spectacular Studios. They would like for you to walk through your recommendations and risks to the analysis that might affect your proposed action items. Your job is to provide their team with the final presentation, including an executive summary of key next steps.

Your role will be to develop a final presentation that is roughly ~10-15 slides and analyses that dig into potential limitations and biases of the dataset you’re working with.

Overview

You will now bring together all you have learned about data storytelling by combining the ghost deck and their analyses to provide a final recommendation. You will also need to identify the limitations and biases in data that affect the recommendations you provide.

You will continue to use the same Movies Metadata CSV and conduct the EDA necessary to understand the dataset as a whole. The expected output will be to surface if the dataset is balanced, if there are anomalies in the dataset that affect the applicability of the recommendation, and the final presentation itself that will be used for a mock recommendation to a management team.

Datasets:
For this project, you’ll be working with a choice of datasets. The description above relies on the Metadata_Movies.csv.

Next Concept