research question

Which sources are mainly sharing those kind of videos and how do they relate to categories?

v9svg-us ARIRANG ISSUE OTHERS HOT NEWS BUSINESS INSIDER FOX NEWS TODAY NEWS247 KANG MIN ASMR & VIDEO OF HUMOR U2BHEAVENBOUND ASIAN BOSS NEWS U.S. TODAY WOCHIT NEWS 1 3 2 2 2 2 2 9 7 5 4 USA YOUTUBE Number of uploads for each source (first 100 results) from Nov 2016 to Nov 2017 USA YOUTUBE Videos categories par each source (first 100 results) from Nov 2016 to Nov 2017 ALICE WITHOUT WONDERLAND BAIDU VIDEO KOREAN ANECDOTE AND FUN THINGS LUODANZIYAN MAX LOVES SHARING NICE WORLD NONSENSE23333 OLD FOX WANG TUOTUO PERFECT RELEASE TECH_E UNCLE CAI WATCHING FILM VARIETY BIG STAR SHOW VIDEO USER WATCHTHIS SUBTITLE ORG. WE VIDEO YUANSHAOPING KIYOKJM OURLOVESTORY FREE THOSE STYLE DID YOU WATCH THE MOIVE 2 1 CHN BAIDU VIDEO AND BILIBILI Number of uploads for each source (21 results) from Nov 2016 to Nov 2017 CHN BAIDU VIDEO AND BILIBILI Videos categories par each source (21 results) from Nov 2016 to Nov 2017 NEWS A K ARIRANG ISSUE ASIAN BOSS BIG ISLAND VIDEO NEWS BOKNOWSENTERTAINMENT BREAKING NEWS 24/7 BREAKING NEWS 365 Brett Sessums BUSINESS INSIDER DAN FOREX DEBUNKED VIDEOS99 DIGITALSOJU TV EBREAKING END TIMES PROPHECY NEWS ENDTIME GENERATION FANTASTICAL DOCUMENTARY FLAMING MVKEYS FOX NEWS GOLDEN STATE TIMES HOT NEWS IBTIMES UK IGNOREDVOICES KANG MIN ASMR & VIDEO OF HUMOR KBS NEWS KING NEWS LATEST NEWS 360 LOVE AND COURAGE PODCAST MAD (MOVIES AND DOCUMENTARIES) CHANNEL MAHMOUD HASSAN MARY GREELEY CHANNEL A HOME NATALIA EZQUIVEL NETVARIED NEWS 24H NEWS BEAT NEWS CHANNEL 428 NEWS HEADLINES TODAY NEWS LATEST NEWS NZ NEWS TODAY NEWS U.S TODAY NEWSTOTAL NORTH KOREA DOCUMENTARY NTDTV PBS NEWSHOUR PIGMINE 7 RIGHT SIDE BROADCASTING NETWORK SAGARMATHA TV SEOULWEAVER SIAO BAI SIBEOL MEDIA THE FACT ENGLISH THE KOREA HERALD THE NEXT NEWS NETWORK TODAY NEW 247 TODAY NEWS TRACKRECORD TRT WORLD U2BHEAVENBOUND U2GO2 HEAVEN UC DAVIS COLLEGE OF LETTERS AND SCIENCE UNITED NEWS INTERNATIONAL UNIVERSAL KNOWLEDGE UNREPORTED WORLD VEUER VICE NEWS VOXKOMM WOCHIT NEWS НАТАЛИЯ ЕГОРОВА 배우고 나누는 배나TV 이애란 TV REPORTAGE INTERVIEW AMATEUR VLOG DOCUMENTARY EDUCATION SPEECH TV SHOW Hover on the flows to highlight INTERVIEW MOVIE EXTRACT NEWS REALITY SHOW REPORTAGE SPEECH TRAILER ALICE WITHOUT WONDERLAND BAIDU VIDEO DID YOU WATCH THE MOIVE FREE THOSE STYLE KIYOKJM KOREAN ANECDOTE AND FUN THINGS LUODANZIYAN MAX LOVES SHARING NICE WORLD NONSENSE23333 OLD FOX WANG TUOTUO OURLOVESTORY PERFECT RELEASE TECH_E UNCLE CAI WATCHING FILM VARIETY BIG STAR SHOW VIDEO USER WATCHTHIS SUBTITLE ORG. WE VIDEO YUANSHAOPING Hover on the flows to highlight Hover on the squares to highlight Hover on the squares to highlight

Description

Once understood the main shared categories the following step was to find whoprovided the relevant contents.

Are there more official sources or more common users? And in which quantity they provided the videos?

As a result there is a huge variety of providers, especially for China, whereas for U.S. the whole backgrounds seems to be more linear: official channels relate to this contents more often.

Protocol

prot9 - iterations: 5- time range: from Nov 2016 to Nov 2017- ranked by: ratings - excluding all the videos before 1 Nov 2016 - considering the first 100 rows- manual labelling of: categories, users Which sources are mainly sharing those kind of videos and how do theyrelate to categories? QUERY RAWGRAPHS TREE MAP Illustrator(refining) RAWGRAPHS TREE MAP Illustrator(refining) VISUALIZATION 250results Excel BBEdit(cleaning) 15results 6results Excel(manual labelling) Excel(manual cleaning+manual labeling) English translation YTDT Video List U.S.NORTH KOREANDEFECTORS 脱北 CHINA Bilibili Youtube Baidu video CORPUS DEFINITION

Using the same dataset of the last research step, the analysis here focused on the different sources sharing videos about North Korean defectors.

Once we found out all the different users and sources sharing the videos we wanted to highlight the connection between them and the different categories. It was interesting to discover a general trend in sharing the contents always focusing it into a specific category.

Data

Timestamp: 11/2016 - 11/2017

Data source: Youtube, Baidu Video,Bilibili

The excel file is organized in information about ranking, publishing date, URL, title, description, topic, view, like, dislike, comments, category and user for each video. There are two folders: one for the U.S. videos analysis and the other for the Chinese part.