Ever wonder about how many videos are on BANGTANTV or what are the most viewed episodes?

. @anpantaegi has kindly shared her #BTSResearch called "An Analysis on BANGTANTV."

Take a look at the thread below! @bts_twt

#BTSARMY #BTS

. #BTSARMY @anpantaegi has a degree in Computer Science & has an interest in Data Visualization, Analysis & Storytelling.

NOTE: She scraped the data last July 29, 2018 at 10 PM KST. All data & results are based from that specific time & date.

@bts_twt #BTSResearch #BTS

At the time of this project BANGTANTV held over 850+ videos and had 10M subscribers. They started their account on December 16, 2012.

@bts_twt #BTS #BTSResearch #BTSARMY

The 1st thing she did was to scrape the data using the YT Data API codes. From there, she grasped on the sequence of queries, did data transformation to get the ID for each video & its statistics. After scraping the data, she "loaded the json file & flattened to get the dataset.

DID YOU KNOW?

The shortest video at the time of this research was [BANGTAN BOMB] 더우시죠? It is hot today, isn't it?' Its only 7 sec. long!

The data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTS #BTSARMY #BTSResearch

DID YOU KNOW?

The longest video at the time of this research was [FESTA 2017] BTS (방탄소년단) 꿀 FM 06.13 Happy #BTS birthday!' with 1 hour, 23 minutes, & 41 seconds.

The data collected at the time from Dec. 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch

VIEWS

With one line of code, she was able to extract the video with the highest and lowest number of views in BANGTANTV.

@bts_twt #BTSResearch #BTSARMY #BTS

The video with the highest views is' [BANGTAN BOMB] '고민보다 GO (GOGO)' Dance Practice (Halloween ver.) - BTS (방탄소년단)' with 63.64 million views.

The data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTS #BTSResearch #BTSARMY

Now, let's get the top 10 most-viewed & least-viewed videos.

The data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch #BTSARMY #BTS

Now, let's get the top 10 most-liked videos per year (from 2013 - 2018).

Note: @anpantaegi didn't include 2012 as BANGTANTV only uploaded 3 videos during this year.

The data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearach

Go Go Dance Practice was the most commented video (117,084 to be exact)!

The data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSARMY #BTSResearch #BTS

Now, let's get the top 10 most commented videos per year (from 2013 - 2018).

Note: @anpantaegi didn't include 2012 as BANGTANTV only uploaded 3 videos during this year.

The data collected at the time from Dec.16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch

Number of Views in BANGTANTV Videos by Year

The data collected at the time from Dec.16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch #BTS #BTSARMY @anpantaegi

Number of Likes in BANGTANTV Videos by Year

The data collected at the time from Dec.16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch #BTS #BTSARMY @anpantaegi

There were 437 Bangtan Bombs in BANGTANTV from the data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

That composed of 51% of all videos their videos on the channel at the time.

@bts_twt #BTSResearch #BTS #BTSARMY @anpantaegi

There are 61 episodes in BANGTANTV from the data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch #BTS #BTSARMY @anpantaegi

There were a total of 29 dance practice videos in BANGTANTV from the data collected at the time from December 16, 2012, to July 29, 2018, at 10 PM KST.

@bts_twt #BTSResearch #BTS #BTSARMY @anpantaegi

A special thank you once again to @anpantaegi for sharing her research with us. We really admire your hard work. You are incredible! We purple you!

You can read the full analysis here;
https://blanca.netlify.app/blog/bangtantv/ 

@bts_twt #BTSResearch #BTS #BTSARMY