| Content | FacebookID | YouTubeChannelID | TwitterID | short |
|---|---|---|---|---|
| Milo Yiannopoulos | 423006854503882 | UC0aVoboXBUx2-tVIWHc3W2Q | NA | milo |
| Ann Coulter | 695526053890545 | NA | 196168350 | anncoulter |
| Mike Cernovich | 427302110732180 | UC87YBeLMwXhgaw5tcCxsXgQ | 358545917 | cernovich |
| Alex Jones | 6499393458 | UCvsye7V9psc-APX6wV1twLg | 109065990 | alexjones |
| Paul Joseph Watson | 242174545810040 | UCittVh8imKanO_5KohzDbpg | 18643437 | pjw |
| Lauren Southern | 184795298567879 | UCla6APLHX6W3FeNLc8PYuvg | 164070785 | lauren |
| Roaming Millenial | 1213352768743538 | UCLUrVTVTA3PnUFpYvpfMcpg | 770619360062898176 | roaming |
| Black Pigeon Speaks | 359762154043841 | UCmrLCXSDScliR7q8AxxjvXg | 711535251835629568 | bps |
| Blaire White | 1136054926414603 | UCDmCBKaKOtOrEqgsL4-3C8Q | 4316769252 | blaire_white |
| Infowars | 80256732576 | NA | 14505245 | infowars |
| The Rebel | 145634995501895 | UCGy6uV7yqGWDeUWTZzT3ZEg | 3018960919 | rebelmedia |
| Tommy Robinson | 381971441938916 | NA | 374712154 | robinson |
| Stefan Molyneux | 510991678 | UCC3L8QaxqEGUiBC252GHy3w | 313038011 | molymeme |
| Steven Crowder | 15139936162 | UCIveFvW-ARp_B_RckhweNJw | 19091173 | crowder |
| Brittany Pettibone | 2230351787189034 | UCesrUK_dMDBZAf7cnjQPdgQ | 274316654 | pettibone |
| Richard Spencer | NA | NA | 402181258 | richardspencer |
| Identity Europa | NA | UC8ZmnNg0kKjX2C0NeXsukXg | 3012158891 | europa |
| ramzpaul | 126504804050960 | UCIibK0GTXCaQCAamJAepm1g | 53979469 | ramzpaul |
| Roosh V | 124855377625814 | UC16j6EppP0K85CzYMduNCqw | 14458643 | roosh |
| Return of Kings | 421272291254506 | UCLcv-sLaU9FkbPLskS3r_2g | 872606893 | returnofkings |
| Styxhexenhammer666 | 692456770903313 | UC0rZoXAD5lxgBHMsjrGwWWQ | 807812802761158656 | styxenhammer |
| Millenial Woes | 564267373648165 | UCLfhh63n0fWn0gXXKQ5NWvw | 2463171746 | mw |
| Gavin McInnes | 169717980436359 | NA | 147580943 | gavin |
| Red Ice TV | 167364073430 | UCFUC7NaTxZanB_FVOJN92eg | 52352820 | redicetv |
| Counter Current | NA | UC94FYUJYBqq4CHPhfJUCxDw | 154891961 | countercurrent |
| AltRight.com | 246015219162358 | UCSTy-H5lSiCcozas32sfJlQ | NA | altright |
| American Renaissance | NA | UCMLbmp5tcLxzahMLTmeM4lg | NA | americanrenaissance |
| Arktos Media | 159665444061114 | UC0h-sR-xyYLX7sSO46ovo2A | 230450929 | arktosmedia |
| Baked Alaska | 387120264796947 | UCAgBUlIpzlJaE0693J3s97w | NA | bakedalaska |
| NPI / Radix | 232397640189311 | UC_NPMpK-gZVIKqvDRljgbBA | NA | NPIRadix |
| Paul Elam | NA | UCkhakammPmSa4EvMPhEVN-g | 229383772 | pauleam |
| Tara McCarty | 100014041179050 | UC9vwJXx7DR-3zSub4mwQNFg | 3412642223 | tara |
| Virtue of the West | NA | UCG6FJf6O_-QS0KoIK3n5fiA | NA | virtueofthewest |
| VDARE | 385640741463156 | UCORGNJpLcsNSoIMyewxBZTw | 27522964 | vdare |
Include Vox Day?
https://www.youtube.com/channel/UCU8jCPOhJCf5yvJTJgz6NYA
| Content | FacebookID | YouTubeChannelID | TwitterID | short |
|---|---|---|---|---|
| Fox News | 15704546335 | UCXIJgqnII2ZOINSWNOGFThA | NA | foxnews |
| MSNBC | 273864989376427 | UCaXkIU1QidjPwiAYu6GcHjg | 196168350 | msnbc |
| Breitbart News | 95475020353 | UCmgnsaQIK1IR808Ebde-ssA | 358545917 | breitbart |
| CNN | 5550296508 | UCupvZG-5ko_eiXAupbDfxWw | 358545917 | cnn |
| Washington Post | 6250307292 | UCHd62-u_v4DvJ8TCFtpi4GA | 2467791 | wapo |
| New York Times | 5281959998 | UCqnbDFdCpuN8CMEg0VuEBqA | 807095 | nyt |
- Facebook Data\ - YouTube Data - Twitter Data
1 - 13577
50.000 - 54.000
100.000 - 102378
150001 - 150391
180000 - 150391
180291 - 180314
200001 - 204901
210001 - 219169
250001 - 260070
290001 - 312645
330001 - 334221
334211 - 334356
ids_done <- c(1:13577, 45450:45473, 50000:54000, 100000:102378, 126420:126866, 150001:150391, 180000:180314, 200001:204901, 210001:219169, 250001:260070, 290001:312645, 330001:334221, 334211:334356)
todo_ids <- tweet_ids %>%
mutate(tweet_id = as.numeric(as.character(tweet_id))) %>%
mutate(row_ids = 1:n()) %>%
filter(!(row_ids %in% ids_done))## Warning: package 'bindrcpp' was built under R version 3.4.3
unique(todo_ids$handler)## [1] ABC RealAlexJones AnnCoulter ArktosMedia
## [5] MsBlaireWhite navyhato BreitbartNews Cernovich
## [9] CNN NewRightAmerica scrowder IdentityEvropa
## [13] FoxNews Gavin_McInnes infowars Lauren_Southern
## [17] MSNBC MillennialWoes nytimes AVoiceforMen
## [21] BrittPettibone PrisonPlanet ramzpaul RichardBSpencer
## [25] RoamingMil TRobinsonNewEra Styx666Official vdare
## [29] washingtonpost
## 33 Levels: ABC RealAlexJones AnnCoulter ArktosMedia ... washingtonpost
altrighters <- c("RealAlexJones", "AnnCoulter", "ArktosMedia", "MsBlaireWhite", "navyhato", "Cernovich", "NewRightAmerica", "IdentityEvropa", "infowars", "Lauren_Southern", "MillennialWoes", "AVoiceforMen", "BrittPettibone", "PrisonPlanet", "ramzpaul", "RichardBSpencer", "RoamingMil", "TRobinsonNewEra", "Styx666Official", "vdare")
todo_ids_ar <- todo_ids %>%
filter(handler %in% altrighters)
table(as.character(todo_ids_ar$handler))##
## AnnCoulter ArktosMedia AVoiceforMen BrittPettibone
## 3672 140 1367 1631
## Cernovich IdentityEvropa infowars Lauren_Southern
## 17693 547 4383 716
## MillennialWoes MsBlaireWhite navyhato NewRightAmerica
## 1881 1025 1474 846
## PrisonPlanet ramzpaul RealAlexJones RichardBSpencer
## 12756 6499 7046 1606
## RoamingMil Styx666Official TRobinsonNewEra vdare
## 4102 2770 11647 7770
todo_ids_ar %<>%
group_by(handler) %>%
mutate(n = n()) %>%
ungroup() %>%
arrange(n)
save(todo_ids_ar, file = "data/tw/todo_ids_ar.Rdata")- Flüge buchen - Research Papers/Books - Paper schreiben - Neuen Korpus für Alt Right - Include Alt Lite Figures! - Codewords erstellen - Narratives --- white people are marginalized https://www.theatlantic.com/science/archive/2017/08/the-worlds-worst-support-group/536850/ --- anti-feminism --- Muslim invasion --- "dysgenics/race-mixing/low IQ"" --- white ethnostate - Hatefulness measuren - Predictions # WHICH MEASURES? - Sentiment Analysis - Qualitative Robustness Check? - Nazi Data/ Labelled Online Harassment data
How does the Alt Right use "attention hacking" to spread their message and platform? (cf. Marwick & Lewis, 2017: 1)
Narratives
- Talking Points
- Political Antagonism
- Anti-Political Correctness
- Cultural Marxism (can also be anti-semitic when tied to Jews)
- Liberals are Snowflakes
- Victimhood narrative/ mentality
- White people are marginalized
- Diversity/ Anti-racist is a code word for anti-white
- Everyone has ethnostates, why can’t whites?
- The Atlantic Article - How White Supremacists Use Victimhood to Recruit
- The Victim Ideology of White Supremacists and White Seperatists In The United States
- Misogyny
- Anti-Feminism
- Strict male-female gender roles
- Women are untrustworthy/deceivers
- Racism
- White Ethnostates
- Segregation
- White Supremacy
- Race Realism (blacks less intelligent/ more violent biologically.)
- Dysgenics (against mixed-race relationships)
- Homophobia
- Degeneracy (Decline of Moral Values)
- Undermining Traditional Families
- Aids/Illnesses
- Anti-Semitism
- White Genocide through Mass Immigration
- Jews promote Degeneracy
- Undermining Nationalism (Jews are globalists).
- Cultural Marxism (when tied to Jews)
- Anti-Immigration
- Anti-Muslim-Immigration (“invasion”)
- Anti-Hispanic/Black-Immigration (“low IQ”)
- Anti-Multiculturalism
A Psychological Profile of the Alt-Right
A Longitudinal Measurement Study of 4chan's Politically Incorrect Forum and its Effect on the Web
http://absintt.be/app/uploads/2017/01/1610.03452v1.pdf
Gamergate
https://medium.com/message/72-hours-of-gamergate-e00513f7cf5d
Alt-Lite Wiki
https://en.wikipedia.org/wiki/Alt-lite
Alt-Right Wiki
https://en.wikipedia.org/wiki/Alt-right
Media Manipulation And Disinformation Online
https://datasociety.net/pubs/oh/DataAndSociety_MediaManipulationAndDisinformationOnline.pdf
Alt-Right Open Intelligence Initiative
Mapping the Alt-Right: The US Alternative Right across the Atlantic
https://wiki.digitalmethods.net/Dmi/AltRightOpenIntelligenceInitiative
Alt Right You Tubers
https://docs.google.com/document/d/1bi4q4W04NEYWFDRoL8VPJ-IqAvHxXkf-bdl-WG9IHWw/edit
A Network Analysis of White Nationalism: The Recruitment Pipeline from Alt-Lite to Alt-Right (Part 1)
List of figures
From Alt Right to Alt Lite: Naming the Hate
https://www.adl.org/education/resources/backgrounders/from-alt-right-to-alt-lite-naming-the-hate
Who's who - Hope not hate
https://alternativeright.hopenothate.com/whos-who
Get the timeline of Alt Righters and then everyone who follows them. Then get their timelines as well.
R package for datasets
https://github.com/jimtyhurst/hate_speech_detection_for_twitter
Zeerak Waseem and Dirk Hovy: Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter. NAACL SRW, 2016. Data
Zeerak Waseem: Are You a Racist or Am I Seeing Things? Annotator Influence on Hate Speech Detection on Twitter. NLP and Computational Social Science, 2016. Data
Davidson, Thomas, et al. "Automated Hate Speech Detection and the Problem of Offensive Language." arXiv preprint arXiv:1703.04009 (2017). Data
Racism and Sexism labelled data https://github.com/ninkle/hate-speech-detection
Ellery Wulczyn, Nithum Thain, Lucas Dixon: Ex Machina: Personal Attacks Seen at Scale, 2016. Data
Björn Ross, Michael Rist, Guillermo Carbonell, Ben Cabrera, Nils Kurowsky, Michael Wojatzki: Measuring the Reliability of Hate Speech Annotations: The Case of the European Refugee Crisis. In Proceedings of NLP4CMC III: 3rd Workshop on Natural Language Processing for Computer-Mediated Communication, Bochum, September 2016, pp. 6-9. Data