Simple Research Study – Netflix Shows Analysis

Netflix Shows by Rating

Introduction

Background

Netflix in the past 5-10 years has captured a large populate of viewers. With more viewers, there most likely an increase of show variety. However, do people understand the distribution of ratings on Netflix shows? The purpose of this analysis is to understand the rating distributions of Netflix shows.

Hypothesis

The amount of TV-MA and R shows released within the past 5 years on Netflix exceeds any other rating.

Methodology

Pulling data from Netflix was rather difficult. However, I managed to pull about 1,000 shows and movies. Before diving into the study, it’s important to understand how the data was pulled.

Netflix Suggestion Engine

Because of the vast amount of time it would take to gather 1,000 shows one by one, the gathering method took advantage of the Netflix’s suggestion engine. The suggestion engine recommends shows similar to the selected show. As part of this data set, I took 4 videos from 4 ratings (totaling 16 unique shows), then pulled 53 suggested shows per video. The ratings include: G, PG, TV-14, TV-MA. I chose not to pull from every rating (e.g. TV-G, TV-Y, etc.).

Data Set

Date Pulled: 4/28/2017 8:00pm

Total Shows Pulled: 1,000

Raw Data: Netflix Raw Data

Results

Netflix Shows by Release Date

Viewers of Netflix may realize that many shows are from 2015 and newer. Below is supporting evidence, based on the sample, that most shows are from 2015 and newer.

Netflix Shows Resease Date by Year

Netflix Shows by Rating

While browsing Netflix shows, it may seem that over half are either TV-MA or R rated. From this we can see that about 18% are R type of rating. It’s important to note that NR and UR ratins are grouped into this percentage, though the graph below does split them out.

Netflix Shows by Rating

 Netflix Shows by Year by Rating

This graph represents a grouping a ratings (each bar color) by year. It’s interesting to note that the number of TV-14 videos have increased by 5 times in 2016 since 2012. It is not shocking to see the 82% of the TV-MA shows that have been released, were released in the past 2 years.

Distribution of Netflix Shows by Year by Rating

Below is a filtered version to the most common ratings.

Distribution of Netflix Shows by Year by Rating - FIltered

Conclusion

The hypothesis above: “the amount of TV-MA and R shows released within the past 5 years on Netflix exceeds any other rating” is not true. The amount released that dominates the market is TV-14, however, TV-MA has the largest rate of increase within the past 5 years.

 

2 Replies to “Simple Research Study – Netflix Shows Analysis”

  1. […] In the market today, there are only a few competitors for Netflix. One of the top leaders in the streaming shows market is Hulu. Recently my family switched from Netflix to Hulu to try out the options and our experience wasn’t as wonderful as we would have expected. However, instead of giving my opinion, lets pull some data for Hulu shows and analyze the results so that you can make your own decision. For those interested in viewing my micro-research study that I did on Netflix, you can read my article Netflix Show Analysis. […]

  2. What tool did you use to pull the data?

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