datasociety, Twitter, 6/17/2019 7:55:34 PM, 200288


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datasociety_2019-06-17_11-32-56.xlsx
datasociety_2019-06-17_11-32-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 17, 2019
Short Description:
datasociety via NodeXL http://bit.ly/2Indu6p
@datasociety
@antifashgordon
@zephoria
@jayrosen_nyu
@beccalew
@janelytv
@samgregory
@mutalenkonde
@0zyx
@tarushijio

Top hashtags:
#ai
#data
#datasociety
#bias
#dplafest
#databite
#ghostwork
#deepfakes
#rp19
#profiles

Description:
Description
The graph represents a network of 4,030 Twitter users whose tweets in the requested range contained "datasociety", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 June 2019 at 18:34 UTC.

The requested start date was Sunday, 16 June 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 43-day, 23-hour, 56-minute period from Thursday, 02 May 2019 at 05:06 UTC to Saturday, 15 June 2019 at 05:03 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4030
Unique Edges : 7070
Edges With Duplicates : 4333
Total Edges : 11403
Number of Edge Types : 3
Mentions : 9919
Replies to : 1013
Tweet : 471
Self-Loops : 471
Reciprocated Vertex Pair Ratio : 0.0469521141790049
Reciprocated Edge Ratio : 0.0896929545164989
Connected Components : 299
Single-Vertex Connected Components : 189
Maximum Vertices in a Connected Component : 3437
Maximum Edges in a Connected Component : 10757
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.137631
Graph Density : 0.000483405976644513
Modularity : 0.469303
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[120] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[100] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b
[82] https://points.datasociety.net/agnotology-and-epistemological-fragmentation-56aa3c509c6b
[66] https://datasociety.net/blog/2019/05/13/now-hiring-program-manager-disinformation-action-lab/
[64] https://datasociety.net/output/alternative-influence/
[60] https://datasociety.net/wp-content/uploads/2018/05/3-PART-3_Oxygen_of_Amplification_DS.pdf
[41] https://datasociety.net/output/algorithmic-accountability-a-primer/
[29] https://datasociety.net/output/oxygen-of-amplification/
[28] https://twitter.com/datasociety/status/1131204571261542401
[28] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fsystemic-algorithmic-harms-e00f99e72c42

Top URLs in Tweet in G1:
[41] https://datasociety.net/blog/2019/05/13/now-hiring-program-manager-disinformation-action-lab/
[25] https://datasociety.net/output/algorithmic-accountability-a-primer/
[17] https://datasociety.net/blog/2019/04/24/now-hiring-program-manager-research/
[14] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[10] https://datasociety.net/events/databite-no-119-mary-l-gray/
[10] https://racialliteracy.tech/
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fsystemic-algorithmic-harms-e00f99e72c42
[6] https://datasociety.net/events/databite-no-121-chancey-fleet-mutale-nkonde/
[6] https://listen.datasociety.net/ghost-work/
[6] https://listen.datasociety.net/dark-patterns-in-accessibility-tech/

Top URLs in Tweet in G2:
[6] https://datasociety.net/output/alternative-influence/
[1] https://twitter.com/EmilyGorcenski/status/1132211945619251200
[1] https://www.avclub.com/alt-right-women-discover-that-bitter-racists-are-also-1821030509
[1] https://datasociety.net/wp-content/uploads/2018/09/DS_Alternative_Influence.pdf
[1] https://twitter.com/benshapiro/status/116002989570920448?s=19
[1] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/

Top URLs in Tweet in G3:
[12] https://datasociety.net/output/alternative-influence/
[8] https://www.nytimes.com/interactive/2019/06/08/technology/youtube-radical.html?smid=tw-share
[5] https://mobile.twitter.com/IntelDankWeb/status/1128145760154017792
[3] https://datasociety.net/wp-content/uploads/2018/09/DS_Alternative_Influence.pdf
[2] https://twitter.com/datasociety/status/1131204571261542401
[2] https://datasociety.net/output/algorithmic-accountability-a-primer/
[2] https://datasociety.net/wp-content/uploads/2018/09/DS_Alternative_Influence.pdf?fbclid=IwAR0QEOvRcLE6P41lgjz4a2qFUqZHvoRyfLKQqH3u82oJa_7s_JqVqWlka_Y
[2] https://datasociety.net/about/#funding
[2] https://www.youtube.com/watch?v=DIRxuopHirM&feature=youtu.be

[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fwhy-influence-matters-in-the-spread-of-misinformation-fc99ee69040e

Top URLs in Tweet in G4:
[19] https://twitter.com/datasociety/status/1131204571261542401
[15] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[14] https://datasociety.net/blog/2019/05/13/now-hiring-program-manager-disinformation-action-lab/
[13] https://twitter.com/datasociety/status/1130851066520543236
[11] https://datasociety.net/output/algorithmic-accountability-a-primer/
[8] https://datasociety.net/wp-content/uploads/2019/05/Racial_Literacy_Tech_Final_0522.pdf
[8] https://datasociety.net/events/databite-no-121-chancey-fleet-mutale-nkonde/
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fsystemic-algorithmic-harms-e00f99e72c42
[5] https://datasociety.net/events/databite-no-120-logic-magazine/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fwhen-humans-attack-re-thinking-safety-security-and-ai-b7a15506a115

Top URLs in Tweet in G5:
[81] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[59] https://points.datasociety.net/agnotology-and-epistemological-fragmentation-56aa3c509c6b
[25] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b
[12] https://points.datasociety.net/the-fragmentation-of-truth-3c766ebb74cf
[6] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b%3Ffbclid%3DIwAR2KBadUfltLf3Ij0xLpKEMq43w3GnrFqsT8coUtyErvsrps2MCR8-Xh6sk
[5] https://points.datasociety.net/you-think-you-want-media-literacy-do-you-7cad6af18ec2
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fsilicon-valley-nationalism-86eaf8461b97
[4] https://datasociety.net/blog/2019/05/13/now-hiring-program-manager-disinformation-action-lab/
[3] https://points.datasociety.net/silicon-valley-nationalism-86eaf8461b97
[2] https://nyu-data-ethics-public-good.eventbrite.com/?aff=Twitter

Top URLs in Tweet in G6:
[42] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b
[15] https://points.datasociety.net/agnotology-and-epistemological-fragmentation-56aa3c509c6b
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fsystemic-algorithmic-harms-e00f99e72c42
[6] https://datasociety.net/blog/2019/05/13/now-hiring-program-manager-disinformation-action-lab/
[5] https://points.datasociety.net/silicon-valley-nationalism-86eaf8461b97
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b%3Ffbclid%3DIwAR2KBadUfltLf3Ij0xLpKEMq43w3GnrFqsT8coUtyErvsrps2MCR8-Xh6sk
[4] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[4] https://datasociety.net/output/alternative-influence/
[4] http://tweetedtimes.com/topic.process
[3] https://datasociety.net/output/oxygen-of-amplification/

Top URLs in Tweet in G7:
[3] https://datasociety.net/output/best-practices-for-conducting-risky-research/
[3] https://mitpress.mit.edu/contributors/nanna-bonde-thylstrup
[2] https://points.datasociety.net/agnotology-and-epistemological-fragmentation-56aa3c509c6b
[2] https://datasociety.net/output/digital-identity-in-the-migration-refugee-context/
[2] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[2] https://datasociety.net/events/databite-no-119-mary-l-gray/
[1] https://www.newamerica.org/nyc/events/feeling-being-watched/
[1] https://datasociety.net/wp-content/uploads/2019/05/Racial_Literacy_Tech_Final_0522.pdf
[1] https://www.technologyreview.com/s/612588/its-time-for-a-bill-of-data-rights/
[1] https://datasociety.net/output/governing-artificial-intelligence/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1125779747919806466
[1] https://datasociety.net/output/oxygen-of-amplification/
[1] https://twitter.com/i/web/status/1125778077269860352
[1] https://datasociety.net/blog/2019/05/13/now-hiring-senior-research-analyst-disinformation-action-lab/
[1] https://twitter.com/i/web/status/1129100530654093312
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fpoints.datasociety.net%2Fagnotology-and-epistemological-fragmentation-56aa3c509c6b

Top URLs in Tweet in G9:
[32] https://datasociety.net/output/alternative-influence/
[1] https://twitter.com/kevinroose/status/1137372560113274881
[1] https://extremism.gwu.edu/isis-online-reports
[1] https://datasociety.net/wp-content/uploads/2018/09/DS_Alternative_Influence.pdf
[1] https://www.start.umd.edu/pubs/START_PIRUS_UseOfSocialMediaByUSExtremists_ResearchBrief_July2018.pdf
[1] https://www.rand.org/pubs/research_reports/RR453.html
[1] https://twitter.com/datasociety/status/1130851066520543236
[1] https://datasociety.net/pubs/oh/DataAndSociety_MediaManipulationAndDisinformationOnline.pdf
[1] https://datasociety.net/output/
[1] https://datasociety.net/output/oxygen-of-amplification/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1129685014004715521
[1] http://3seas.org/EAD-RFI-response.pdf
[1] https://twitter.com/i/web/status/1129437720479182848
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3234382
[1] https://twitter.com/i/web/status/1129310511944916992
[1] https://twitter.com/i/web/status/1128552684645175297
[1] https://twitter.com/i/web/status/1128202178261409793
[1] https://twitter.com/i/web/status/1124443226927190016

Top Domains
Top Domains in Tweet in Entire Graph:
[745] datasociety.net
[588] twitter.com
[243] medium.com
[28] youtube.com
[27] nytimes.com
[14] racialliteracy.tech
[11] eventbrite.com
[7] tweetedtimes.com
[6] technologyreview.com
[6] campaign-archive.com

Top Domains in Tweet in G1:
[167] datasociety.net
[67] twitter.com
[33] medium.com
[11] racialliteracy.tech
[11] nytimes.com
[11] youtube.com
[6] campaign-archive.com
[4] technologyreview.com
[4] eventbrite.com
[4] youtu.be

Top Domains in Tweet in G2:
[8] datasociety.net
[2] twitter.com
[1] avclub.com

Top Domains in Tweet in G3:
[152] twitter.com
[26] datasociety.net
[8] nytimes.com
[8] medium.com
[5] youtube.com
[2] theconversation.com
[1] researchgate.net
[1] cjr.org
[1] theguardian.com
[1] thedailybeast.com

Top Domains in Tweet in G4:
[144] twitter.com
[99] datasociety.net
[24] medium.com
[6] nytimes.com
[4] youtube.com
[3] eventbrite.com
[3] racialliteracy.tech
[2] harvard.edu
[2] springer.com
[2] disruptionlab.org

Top Domains in Tweet in G5:
[181] datasociety.net
[39] medium.com
[24] twitter.com
[3] eventbrite.com
[2] comnetwork.org
[2] therideshareguy.com
[1] fastcompany.com
[1] nytimes.com
[1] nzzl.us
[1] youtube.com

Top Domains in Tweet in G6:
[77] datasociety.net
[74] medium.com
[56] twitter.com
[7] tweetedtimes.com
[2] getpocket.com
[2] lnkd.in
[2] com.es
[1] youtube.com
[1] researchgate.net
[1] nzzl.us

Top Domains in Tweet in G7:
[24] twitter.com
[18] datasociety.net
[3] mit.edu
[2] nyupress.org
[1] newamerica.org
[1] technologyreview.com
[1] womensmediacenter.com
[1] data.gov
[1] bit.ly
[1] simplecast.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] datasociety.net
[1] medium.com

Top Domains in Tweet in G9:
[37] datasociety.net
[8] twitter.com
[4] fiverr.com
[1] gwu.edu
[1] umd.edu
[1] rand.org
[1] newsbusters.org
[1] medium.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] 3seas.org
[1] ssrn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[58] ai
[21] data
[20] datasociety
[19] bias
[17] dplafest
[16] databite
[15] ghostwork
[14] deepfakes
[14] rp19
[14] profiles



Top Hashtags in Tweet in G1:
[19] ai
[12] ghostwork
[9] privacy
[9] tech
[8] danahboyd
[8] rightscon2019
[8] abovethenoise
[8] deepfakes
[4] rp19
[4] databite

Top Hashtags in Tweet in G2:
[1] maga2020

Top Hashtags in Tweet in G3:
[1] placemaking
[1] gtfoh
[1] killallwhitepeople
[1] zing

Top Hashtags in Tweet in G4:
[22] ai
[16] bias
[12] databite
[10] race
[7] ethicalcs
[7] racial
[6] cheapfakes
[5] dnl16
[5] databites
[4] deepfakes

Top Hashtags in Tweet in G5:
[17] dplafest
[8] nyudataethics
[4] comnetlive
[3] responsibletech
[3] techforgood
[3] agnotology
[2] rp19
[2] icymi
[2] truth
[2] fakenews

Top Hashtags in Tweet in G6:
[8] data
[3] ai
[3] datasociety
[2] technology
[2] algorithms
[2] voxadpocalypse
[1] podcast
[1] heathcare
[1] patients
[1] fakepython

Top Hashtags in Tweet in G7:
[6] aiforgood
[5] ai
[2] harassment
[2] podcast
[2] humaneai
[1] humanrights
[1] dignity
[1] equity
[1] ethics
[1] diversity

Top Hashtags in Tweet in G10:
[2] data
[1] irrevocabletrusts

Top Words
Top Words in Tweet in Entire Graph:
[3071] Words in Sentiment List#1: Positive
[2656] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[100101] Non-categorized Words
[105828] Total Words
[2427] datasociety
[622] antifashgordon
[616] rubinreport
[550] s
[513] shapiro

Top Words in Tweet in G1:
[637] datasociety
[207] s
[181] new
[171] tech
[117] racial
[114] literacy
[108] research
[106] d
[97] disinformation
[77] out

Top Words in Tweet in G2:
[586] antifashgordon
[497] shapiro
[491] ben
[487] gateway
[482] fbi
[482] interviews
[482] full
[481] identified
[481] ideological
[481] blown

Top Words in Tweet in G3:
[697] datasociety
[565] rubinreport
[340] beccalew
[251] joerogan
[248] timcast
[133] report
[129] out
[117] lines
[117] now
[116] school

Top Words in Tweet in G4:
[570] datasociety
[185] mutalenkonde
[156] s
[139] tech
[117] â
[115] work
[104] jessienyc
[101] new
[93] literacy
[89] racial

Top Words in Tweet in G5:
[356] zephoria
[160] datasociety
[100] disinformation
[93] research
[91] action
[89] now
[89] analyst
[86] lab
[86] senior
[85] 1

Top Words in Tweet in G6:
[43] agnotology
[34] fragmentation
[34] epistemological
[29] data
[26] society
[26] â
[25] ignorance
[19] s
[17] points
[15] media

Top Words in Tweet in G7:
[73] datasociety
[46] data
[29] need
[25] s
[22] new
[22] â
[18] latonero
[17] rights
[16] zephoria
[15] odihq

Top Words in Tweet in G8:
[158] sides
[131] jayrosen_nyu
[81] journalists
[80] '
[79] caught
[79] up
[79] telling
[79] 'both
[79] creation
[79] political

Top Words in Tweet in G9:
[29] youtube
[29] datasociety
[15] gaywonk
[12] oneunderscore__
[10] beccalew
[10] google
[9] right
[8] love
[8] feedback
[8] goangelo

Top Words in Tweet in G10:
[9] datasociety
[6] cjcolclough
[5] datajusticelab
[4] annabyhovskaya
[4] ituc
[4] uni_fwow
[4] uniglobalunion
[4] dataethicseu
[2] history
[2] brexit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[497] ben,shapiro
[493] identified,fbi
[493] fbi,interviews
[493] ideological,gateway
[493] gateway,full
[493] full,blown
[492] shapiro,pissed
[492] pissed,recently
[492] recently,identified
[492] interviews,ideological

Top Word Pairs in Tweet in G1:
[112] racial,literacy
[104] d,s
[77] datasociety,new
[61] research,analyst
[58] literacy,tech
[56] https,t
[56] t,co
[55] senior,research
[54] disinformation,action
[50] advancing,racial

Top Word Pairs in Tweet in G2:
[484] ben,shapiro
[481] identified,fbi
[481] fbi,interviews
[481] ideological,gateway
[481] gateway,full
[481] full,blown
[480] shapiro,pissed
[480] pissed,recently
[480] recently,identified
[480] interviews,ideological

Top Word Pairs in Tweet in G3:
[248] rubinreport,datasociety
[244] datasociety,timcast
[244] timcast,joerogan
[185] beccalew,datasociety
[115] fabricate,report
[115] report,datasociety
[115] datasociety,random
[115] random,lines
[115] lines,kicked
[115] kicked,out

Top Word Pairs in Tweet in G4:
[84] racial,literacy
[66] d,s
[52] literacy,tech
[44] work,thank
[44] datasociety,support
[43] datasociety,new
[43] slowly,finding
[43] finding,voice
[43] voice,scary
[43] scary,work

Top Word Pairs in Tweet in G5:
[91] disinformation,action
[89] research,analyst
[86] action,lab
[86] senior,research
[83] datasociety,now
[82] lab,datasociety
[81] now,hiring
[81] hiring,1
[81] 1,senior
[80] zephoria,disinformation

Top Word Pairs in Tweet in G6:
[32] agnotology,epistemological
[32] epistemological,fragmentation
[23] data,society
[17] society,points
[16] fragmentation,data
[11] disinformation,action
[11] action,lab
[10] now,hiring
[9] ignorance,strategically
[9] strategically,manufactured

Top Word Pairs in Tweet in G7:
[10] researchers,sharing
[10] sharing,want
[10] want,hard
[10] hard,need
[10] need,need
[10] need,take
[10] take,precautions
[10] odihq,juliancorner
[10] juliancorner,datasociety
[10] datasociety,cassierobinson

Top Word Pairs in Tweet in G8:
[79] journalists,caught
[79] caught,up
[79] up,telling
[79] telling,'both
[79] 'both,sides
[79] sides,'
[79] ',creation
[79] creation,sides
[79] sides,political
[79] political,project

Top Word Pairs in Tweet in G9:
[9] beccalew,datasociety
[8] gaywonk,youtube
[8] love,feedback
[8] feedback,beccalew
[8] datasociety,oneunderscore__
[8] oneunderscore__,goangelo
[8] goangelo,analysis
[8] analysis,proposal
[7] soychicka,love
[6] youtube,datasociety

Top Word Pairs in Tweet in G10:
[4] cjcolclough,annabyhovskaya
[4] annabyhovskaya,ituc
[4] ituc,uni_fwow
[4] uni_fwow,uniglobalunion
[4] uniglobalunion,datajusticelab
[4] datajusticelab,dataethicseu
[4] dataethicseu,datasociety
[2] datasociety,johnchavens
[2] paid,#data
[2] #data,opportunity

Top Replied-To
Top Replied-To in Entire Graph:
@rubinreport
@datasociety
@rajucha46077963
@antifashgordon
@beccalew
@ruchowdh
@arceyt3
@vintage_miranda
@c_kavanagh
@dinok1975

Top Replied-To in G1:
@datasociety
@ruchowdh
@kstackwhitney
@harmophone
@mistertim
@what2donext
@hypervisible
@prisonplanet
@_alxl_
@mutalenkonde

Top Replied-To in G2:
@antifashgordon
@derekgt
@houstonshomer47
@handsanitizer_8
@baseballspank
@patricksmith056
@jamesgallager
@albedoa
@zenghazi
@anxioustype

Top Replied-To in G3:
@rubinreport
@rajucha46077963
@beccalew
@vintage_miranda
@dinok1975
@c_kavanagh
@ernestoelcinco
@bizzarorubin
@mark_ledwich
@seventeentheman

Top Replied-To in G4:
@datasociety
@ruchowdh
@kinjaldave7
@mutalenkonde
@pennyb
@farbandish
@bostonjoan
@shannonmattern
@provisionalidea
@donie

Top Replied-To in G5:
@zephoria
@larrymishel
@jayrosen_nyu
@bill_braine
@phat_controller
@brian_callaci
@taylorscollon
@datasociety
@mikegatto

Top Replied-To in G7:
@theasnow
@robinc
@datasociety
@profwernimont
@martintisne
@ousfourita
@jdfoote
@latonero
@shannonmattern
@michebox

Top Replied-To in G8:
@shhhaneparishhh

Top Replied-To in G9:
@gaywonk
@huntwmd
@popchassid
@roguenotary
@macdaddyballer
@math_rachel
@philosophrob
@emilygorcenski
@briannawu
@clusterfut

Top Replied-To in G10:
@cjcolclough
@festivus_events
@_karenhao
@pdaeval

Top Mentioned
Top Mentioned in Entire Graph:
@datasociety
@antifashgordon
@rubinreport
@beccalew
@zephoria
@joerogan
@timcast
@mutalenkonde
@jayrosen_nyu
@jessienyc

Top Mentioned in G1:
@datasociety
@marylgray
@rubinreport
@mutalenkonde
@jessienyc
@chanceyfleet
@zephoria
@kqededspace
@aselbst
@zararah

Top Mentioned in G2:
@antifashgordon
@beccalew
@datasociety
@danarel
@glennf
@michaelcarusi
@baseballspank
@soniagupta504
@steve_shives
@fessophesoh

Top Mentioned in G3:
@datasociety
@rubinreport
@beccalew
@joerogan
@timcast
@kevinroose
@safeortrue
@mark_ledwich
@nytimes
@antifashgordon

Top Mentioned in G4:
@datasociety
@mutalenkonde
@jessienyc
@kinjaldave7
@nataliegk1
@marylgray
@chanceyfleet
@lifewinning
@ruha9
@zararah

Top Mentioned in G5:
@zephoria
@datasociety
@mawnikr
@pomeranian99
@kinjaldave7
@republica
@rasmus_kleis
@nyuihdsc
@medium
@mathewi

Top Mentioned in G6:

Top Mentioned in G7:
@datasociety
@latonero
@zephoria
@odihq
@natematias
@ainowinstitute
@ousfourita
@juliancorner
@melrayment
@cassierobinson

Top Mentioned in G8:
@jayrosen_nyu
@datasociety
@zephoria
@wphillips49
@o_t_n_o
@shhhaneparishhh

Top Mentioned in G9:
@datasociety
@youtube
@oneunderscore__
@gaywonk
@beccalew
@google
@goangelo
@soychicka
@jeremyphoward
@amuellerml

Top Mentioned in G10:
@datasociety
@datajusticelab
@annabyhovskaya
@ituc
@uni_fwow
@uniglobalunion
@dataethicseu
@history
@abaesq
@eu_commission

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edinburghwatch
@davealvord164
@michael2014abc
@rowast
@httweets
@bearingtruth
@indianexpress
@geetv79
@1loriking

Top Tweeters in G1:
@edinburghwatch
@davealvord164
@huffpost
@slate
@evan_welch
@visionliberal
@wsj
@blaugast
@fastcompany
@benedictmpwhite

Top Tweeters in G2:
@rowast
@flugennock
@tinyboo49
@nanayasleeps
@nihaustin
@ingdamnit
@lamhfada
@knicks148
@justsikko
@beltwaypanda

Top Tweeters in G3:
@michael2014abc
@bearingtruth
@debeauxos1
@johnrealsmith
@riwired
@nytimes
@mightymouth5413
@clarenceonyeks
@rains6944
@clint4usa

Top Tweeters in G4:
@calcaware
@pennyb
@yatpundit
@bacfa
@so_treu
@brianstelter
@readywriting
@dorothyk98
@round
@kellismith15

Top Tweeters in G5:
@sectest9
@1loriking
@boingboing
@mathewi
@rejectionking
@hardlynormal
@bookdal
@digiphile
@asnodeburidan
@maelorin

Top Tweeters in G6:
@reignofapril
@gridwidenews
@spectreoutreach
@tiagodf
@trentmkays
@acuity_design
@djknightman
@anselmolucio
@pinpopular
@archivist_kyoto

Top Tweeters in G7:
@whtapl
@karmel80
@hec4x4
@dehler45
@schemaly
@frankpasquale
@techreview
@fabiochiusi
@emilybell
@linguangst

Top Tweeters in G8:
@_silversmith
@docrocktex26
@adedapolinda
@coalminetweety
@thumppooh
@markalannixon
@toshea66
@newtonmark
@akimcampbell
@joke2power

Top Tweeters in G9:
@bethsinniresist
@teamyoutube
@wsscherk
@cathyyoung63
@steveklabnik
@civiccentaur
@transscribe
@google
@elana_brooklyn
@briannawu

Top Tweeters in G10:
@gmb
@history
@samueljscott
@who
@0zyx
@england
@eu_commission
@ngrsenate
@johnchavens
@royalfamily