Skip to content

Ayobami6/Youtube-Analysis

Repository files navigation

Logo

Analysing Data Science Youtube Channels to accelerate my personal youtube channel

Problem

Low channel Subsribers

Solution

Know What the Viewers want to watch. As newbie data science youtuber need information on the top channels for data science and the channels to look up to for their content and get more ideas from their contents so as to create new and unique contents to attract new subscribers.

How?

  • Get their data
  • Determine the overall top players
  • Determine the young channels i.e channels less than 4 years old with the most subscribers
  • Determine the rising star i.e the very young channels less 2 years having good number of subscribers
  • Check out the identified channels to see what they are doing and i'm not by subscribing to them and keep track of their contents

Data

Data was gathered from youtube using the google youtube Api v3 to request the data in json format Click here for the data gahering Notebook

Analysis

Analysis was the carried out on Tableau to obtain top insights on data science youtube channel Click here for the analysis

Findings and Conclusion

First insight:

Discovered that khan Academy is the top youtube channel that also share data related contents img

However, the channel seems to be too old but still worth checking out though img

Second Insight:

From the Young category i.e less than 4 years old found out that Alex the Analyst is the Top, No doubt I'm a fan and this just confirmed I'm looking at and following the right channel. img

Moreso, Noticed Thu Vu data Analytics the youngest (1year 4 months old)on the list of the top 15 channels, I haven't really been watching her contents and probably at the prime time need to check it out and start following as its growing

Recommendation

img From the result, channels to look out for to know what the client might likely want to see are

  • Alex the Analyst
  • Simplilearn
  • Freecodecamp
  • Luke Barouse
  • NeuralNine
  • Data Professor
  • Tina Huang
  • Ken Jee
  • Thu vu data analytics

Bonus insights

CodewithHarry channel has rather high subscribers among peers of young channel with 3.17m subsriber, After being checked notice most of the channel video is in native language, Maybe I should start using my native language too haha!!!

Limitations

Some channels might not be have use the keywords in any of their content, thus their data may not have been gathered.

Growth

More analysis can be carried out on the noted channels to get more information on the youtubers and see how they do things differently.

Thank You..

About

Youtube Channel with Data Science Content Analysis

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published