research question

Considering the whole production what do the books have in common?

question14 TONE Null Analytical Anger Fear Joy Sadness Hover on the squares to highlight Hover on the squares to highlight 0 2 4 6 8 1 0 1 2 1 4 1 6 1 8 2 0 2 2 2 4 2 6 2 8 escape world kim life country family south china regime famine live mother new people japanese korean secretive state young american memoir survive time border camp chinese harrowing inside jang jong modern riveting states totalitarian camps father forced freedom government political repressive united war americans brutal child diary eunsun experiences great information isolated labor love old prison rare refugees school sister support torture TONE Null Analytical Anger Fear Joy Sadness Count USA GOODREADS Considering books about Defectors, abstrat analysis CHN BOOKS Considering books about Defectors, abstrat analysis 0 2 4 6 8 1 0 1 2 1 4 1 6 1 8 2 0 2 2 2 4 2 6 2 8 Count lifepeoplekimhumantimeworldescapejongkorea'sfinallyfreedommotherlandprisonersstudentschinafamilyfreelivesrightscountrydayshelllivepyongyangrecordedstorytearschildrendeathidentityjapanknowlikelongordinaryparentsrightsonbeganbelievefatherfledgrandfatherjourneyletliplovenightorderpoorregimeriverschoolsugiyamasungtellTRUEwantworkwriteyoung

Description

Through counting words comparing the abstract of books about defectors we can see how the general tendency of the tone is a list of sad and strong words repeated several times both in the case of english written publications and China. The two most important feeling are fear and sadness in both analysis. That is related to the content about detention, torture and repression written by Defectors their self and not only. Story about Defectors are often memories trying to give an insight into life under one of the world’s most ruthless and secretive dictatorships.

Protocol

prot14 CORPUS DEFINITION Considering the wholeproduction what do thebooks have in common? abstract “NORTH KOREA” RESEARCH QUERY QUERY NORTH KOREA USA Goodreads.com CHINA Books MANUALRETRIEVING VOYANTTOOLS VOYANTTOOLS MANUALRETRIEVING Word Word ManualCleaning EnglishTranslation abstracts ManualCleaning terms mostquoted terms mostquoted ManualCleaning ManualCleaning DATASET 1 DATASET 2 TONEANALYZER TONEANALYZER Jason to Excel Jason to Excel Manual Cleaning Manual Cleaning DATASET 3 DATASET 4 VISUALIZATION TABLEAU TABLEAU 朝鲜 - considering most rated books about Defectors - considering most quoted wordsfrom 10 times BAR CHART Illustrator(refining) BAR CHART Illustrator(refining)

We manually collected all the abstracts of the books about defectors, we used Voyant Tools extracting the frequency of the most quoted terms. Finally, we used Tone Analyzer to see what is the general sentiment of the words most quoted and we collect per each word the tone indicated from the tool. We considered the word quoted at least 5 times.

Data

Timestamp: 11/2016 - 11/2017

Data source: Goodreads, Books

Two datasets, one for China and one for english written publications, collecting different tones per each word.