aspen institute, Twitter, 2/20/2020 3:01:33 AM, 221566


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aspen institute_2020-02-19_18-33-36.xlsx
aspen institute_2020-02-19_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 20, 2020
Short Description:
aspen institute via NodeXL http://bit.ly/39NC23h
@charlesmblow
@mikebloomberg
@benjaminpdixon
@aspeninstitute
@gatewaypundit
@adriandt31
@pjw20161951
@chuckrossdc
@malaikajabali
@michaeljohns

Top hashtags:
#stopandfrisk
#covid19
#bloomberg
#bloombergisaracist

Description:
Description
The graph represents a network of 4,818 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 February 2020 at 02:34 UTC.

The requested start date was Thursday, 20 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 23-hour, 44-minute period from Tuesday, 11 February 2020 at 14:29 UTC to Friday, 14 February 2020 at 14:14 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 : 4818
Unique Edges : 7706
Edges With Duplicates : 352
Total Edges : 8058
Number of Edge Types : 4
MentionsInRetweet : 6975
Mentions : 517
Tweet : 385
Replies to : 181
Self-Loops : 385
Reciprocated Vertex Pair Ratio : 0.00387959866220736
Reciprocated Edge Ratio : 0.00772921108742004
Connected Components : 347
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 4110
Maximum Edges in a Connected Component : 7339
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.189103
Graph Density : 0.000323332517246196
Modularity : 0.656406
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,818 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 February 2020 at 02:34 UTC.

The requested start date was Thursday, 20 February 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 23-hour, 44-minute period from Tuesday, 11 February 2020 at 14:29 UTC to Friday, 14 February 2020 at 14:14 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : aspen institute
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[207] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[204] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[63] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html
[61] https://www.aspendailynews.com/news/aspen-institute-at-center-of-bloomberg-comment-controversy/article_3209d824-4d48-11ea-a90b-ff09c2f73403.html
[51] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html?via=rss_socialflow_twitter
[43] https://www.aspeninstitute.org/events/public-health-grand-rounds-at-the-aspen-institute-presents-coronavirus-the-new-pandemic/
[39] https://americanindependent.com/michael-bloomberg-audio-stop-and-frisk-crime-nonwhite-communities-aspen-institute-2020-election/
[18] http://www.aspentimes.com/
[15] https://www.npr.org/2020/02/11/804795405/throw-them-against-the-wall-and-frisk-them-bloomberg-s-2015-race-talk-stirs-deba
[12] https://news.google.com/__i/rss/rd/articles/CBMieWh0dHBzOi8vd3d3Lm5wci5vcmcvMjAyMC8wMi8xMS84MDQ3OTU0MDUvdGhyb3ctdGhlbS1hZ2FpbnN0LXRoZS13YWxsLWFuZC1mcmlzay10aGVtLWJsb29tYmVyZy1zLTIwMTUtcmFjZS10YWxrLXN0aXJzLWRlYmHSAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[31] https://www.aspeninstitute.org/events/public-health-grand-rounds-at-the-aspen-institute-presents-coronavirus-the-new-pandemic/
[14] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[9] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[9] https://www.aspeninstitute.org/events/the-launch-of-a-playbook-for-scaling-latino-owned-businesses-a-publication-of-the-aspen-institute-forum-on-latino-business-growth/
[6] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html
[5] https://twitter.com/HelenBranswell/status/1227250731079651328
[5] https://afludiary.blogspot.com/2020/02/aspen-institute-grand-rounds.html
[3] https://afludiary.blogspot.com/2020/02/aspen-institute-public-health-grand.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://afludiary.blogspot.com/2020/02/aspen-institute-public-health-grand.html
[2] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance

Top URLs in Tweet in G2:
[5] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[2] https://www.youtube.com/watch?v=siOLOhjANmk&feature=youtu.be

[1] https://twitter.com/georgejoseph94/status/1227065229672091653
[1] https://twitter.com/BenjaminPDixon/status/1226973723720396808
[1] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html

Top URLs in Tweet in G3:
[60] https://www.aspendailynews.com/news/aspen-institute-at-center-of-bloomberg-comment-controversy/article_3209d824-4d48-11ea-a90b-ff09c2f73403.html
[19] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[3] https://twitter.com/kerpen/status/1227241704207585280
[3] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html
[2] https://twitter.com/coug_man/status/1227242130680287232?s=21
[1] https://twitter.com/kharyp/status/1223355962406379522?s=20
[1] https://twitter.com/kharyp/status/1223355962406379522
[1] https://www.theroot.com/i-cant-believe-black-people-might-actually-vote-for-mic-1841611802
[1] https://www.aspendailynews.com/news/aspen-institute-at-center-of-bloomberg-comment-controversy/article_3209d824-4d48-11ea-a90b-ff09c2f73403.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://nypost.com/2020/02/11/leaked-bloomberg-audio-shows-him-defending-throw-them-up-against-the-walls-stop-and-frisk/

Top URLs in Tweet in G4:
[95] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[1] https://byq6z.app.goo.gl/gKm1s

Top URLs in Tweet in G5:
[76] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[16] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html
[12] https://news.google.com/__i/rss/rd/articles/CBMieWh0dHBzOi8vd3d3Lm5wci5vcmcvMjAyMC8wMi8xMS84MDQ3OTU0MDUvdGhyb3ctdGhlbS1hZ2FpbnN0LXRoZS13YWxsLWFuZC1mcmlzay10aGVtLWJsb29tYmVyZy1zLTIwMTUtcmFjZS10YWxrLXN0aXJzLWRlYmHSAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[11] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[10] http://www.aspentimes.com/
[6] https://www.npr.org/2020/02/11/804795405/throw-them-against-the-wall-and-frisk-them-bloomberg-s-2015-race-talk-stirs-deba
[5] https://www.youtube.com/watch?v=ErRnd-3xf5g&feature=youtu.be

[3] https://www.aspeninstitute.org/events/public-health-grand-rounds-at-the-aspen-institute-presents-coronavirus-the-new-pandemic/
[3] https://twitter.com/MikeBloomberg/status/1227322829064015874
[3] https://jacobinmag.com/2019/06/mayor-petes-war-on-the-homeless

Top URLs in Tweet in G6:
[52] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/

Top URLs in Tweet in G7:
[11] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html
[9] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[8] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[2] https://dailycaller.com/2020/02/11/bloomberg-stop-and-frisk-defense-2015/
[1] https://www.washingtonpost.com/opinions/2020/02/11/not-long-ago-bloomberg-likened-putins-attack-ukraine-americas-annexation-california/
[1] https://twitter.com/JordanChariton/status/1227275977849540608
[1] https://twitter.com/SpeakerPelosi/status/1227421325217685507
[1] https://deneenborelli.com/2020/02/audio-recording-shows-bloomberg-overwhelmingly-supporting-stop-and-frisk/
[1] https://www.youtube.com/watch?time_continue=505&v=1bbjB3jVGRU&feature=emb_logo

Top URLs in Tweet in G8:
[1] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/

Top URLs in Tweet in G9:
[3] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[2] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/
[1] https://dailycaller.com/2020/02/11/bloomberg-stop-and-frisk-defense-2015/
[1] https://slate.com/news-and-politics/2020/02/leaked-audio-bloomberg-aspen-institute-racial-profiling-stop-and-frisk-policing.html

Top URLs in Tweet in G10:
[5] http://www.aspentimes.com/
[5] https://www.aspentimes.com/news/michael-bloomberg-blocks-footage-of-aspen-institute-appearance/
[1] https://www.nytimes.com/2020/02/12/opinion/michael-bloomberg-stop-frisk.html
[1] https://www.thegatewaypundit.com/2020/02/wow-mini-mike-bloomberg-2015-audio-exposes-racist-screed-against-black-men-minorities-at-aspen-institute-audio/

Top Domains
Top Domains in Tweet in Entire Graph:
[239] aspentimes.com
[206] thegatewaypundit.com
[134] slate.com
[71] twitter.com
[62] aspendailynews.com
[60] aspeninstitute.org
[49] youtube.com
[42] americanindependent.com
[17] npr.org
[12] google.com

Top Domains in Tweet in G1:
[44] aspeninstitute.org
[17] aspentimes.com
[12] twitter.com
[10] blogspot.com
[9] thegatewaypundit.com
[8] slate.com
[4] youtube.com
[2] foxnews.com
[1] statnews.com
[1] npr.org

Top Domains in Tweet in G2:
[5] aspentimes.com
[2] twitter.com
[2] youtube.com
[1] slate.com

Top Domains in Tweet in G3:
[61] aspendailynews.com
[20] aspentimes.com
[9] twitter.com
[4] slate.com
[1] theroot.com
[1] nypost.com
[1] npr.org
[1] jstor.org
[1] thegatewaypundit.com

Top Domains in Tweet in G4:
[95] thegatewaypundit.com
[1] goo.gl

Top Domains in Tweet in G5:
[90] aspentimes.com
[33] twitter.com
[24] slate.com
[13] youtube.com
[13] thegatewaypundit.com
[12] google.com
[7] npr.org
[4] aspeninstitute.org
[3] jacobinmag.com
[3] theminnesotasun.com

Top Domains in Tweet in G6:
[52] thegatewaypundit.com

Top Domains in Tweet in G7:
[11] slate.com
[9] aspentimes.com
[8] thegatewaypundit.com
[2] twitter.com
[2] dailycaller.com
[1] washingtonpost.com
[1] deneenborelli.com
[1] youtube.com

Top Domains in Tweet in G8:
[1] aspentimes.com

Top Domains in Tweet in G9:
[3] aspentimes.com
[2] thegatewaypundit.com
[1] dailycaller.com
[1] slate.com

Top Domains in Tweet in G10:
[10] aspentimes.com
[1] nytimes.com
[1] thegatewaypundit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[483] stopandfrisk
[143] covid19
[72] bloomberg
[68] bloombergisaracist
[60] bloomberg2020
[55] 2020election
[54] tuesdaythoughts
[23] 2019ncov
[22] coronavirus
[22] bloombergisracist



Top Hashtags in Tweet in G1:
[115] covid19
[20] 2019ncov
[15] stopandfrisk
[12] coronavirus
[9] scalelatinobiz
[4] bloombergisaracist
[4] latino
[3] bloomberg2020
[3] coronavirusoutbreak
[2] bloomberg

Top Hashtags in Tweet in G2:
[10] stopandfrisk
[1] msnbc

Top Hashtags in Tweet in G3:
[436] stopandfrisk
[2] whitepeople4blacklives
[1] throwthemupagainstthewalls
[1] bloombergisaracist
[1] bloombergsuppressesfreedomofthepress
[1] neverbloomberg
[1] bernie2020
[1] bloomberg

Top Hashtags in Tweet in G4:
[5] mikebloomberg
[3] stopandfrisk
[2] bloomberg
[1] minimike
[1] wow
[1] midgetmindmike

Top Hashtags in Tweet in G5:
[7] bloomberg
[7] bloombergisaracist
[3] stopandfrisk
[3] bloombergisracist
[3] racism
[2] news
[2] nhpolitics
[2] nhprimary
[2] racist
[1] ados

Top Hashtags in Tweet in G6:
[50] bloomberg
[50] bloomberg2020
[50] bloombergisaracist
[50] 2020election
[50] tuesdaythoughts
[2] stopandfrisk
[1] democratparty
[1] newhampshire

Top Hashtags in Tweet in G7:
[2] stopandfrisk
[1] aclu
[1] naacp
[1] trump2020
[1] kag2020
[1] policebrutality
[1] racialprofiling
[1] blacklivesmatter

Top Hashtags in Tweet in G8:
[2] stopandfrisk

Top Hashtags in Tweet in G9:
[1] stopandfrisk

Top Words
Top Words in Tweet in Entire Graph:
[1391] Words in Sentiment List#1: Positive
[2033] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[103170] Non-categorized Words
[106594] Total Words
[3103] bloomberg
[1865] aspen
[1683] institute
[1407] minorities
[1302] audio

Top Words in Tweet in G1:
[1018] aspeninstitute
[884] footage
[700] minorities
[696] speech
[664] male
[661] police
[661] guns
[660] mikebloomberg's
[660] recent
[660] seize

Top Words in Tweet in G2:
[736] bloomberg
[717] charlesmblow
[572] white
[570] liberal
[570] friends
[570] stay
[570] mentions
[570] trying
[570] defend
[570] know

Top Words in Tweet in G3:
[648] bloomberg
[589] benjaminpdixon
[447] video
[437] requested
[437] released
[436] perhaps
[436] explanation
[436] #stopandfrisk
[436] admitting
[151] aspen

Top Words in Tweet in G4:
[424] audio
[242] bloomberg
[239] mike
[236] racist
[235] mini
[232] minorities
[220] 2015
[216] black
[216] men
[215] wow

Top Words in Tweet in G5:
[177] aspen
[173] institute
[145] bloomberg
[72] 2015
[65] appearance
[64] footage
[57] michael
[56] blocks
[51] audio
[36] racist

Top Words in Tweet in G6:
[189] minorities
[186] speech
[186] male
[170] bloomberg
[166] mike
[166] 2015
[162] told
[162] elitist
[162] crowd
[162] xerox

Top Words in Tweet in G7:
[104] aspen
[100] institute
[72] audio
[68] bloomberg
[62] stop
[62] frisk
[56] cnn
[50] posted
[49] hey
[49] morons

Top Words in Tweet in G8:
[171] aspen
[103] institute
[93] bloomberg
[73] audio
[68] listened
[68] wildest
[68] part
[68] saying
[68] shit
[68] stage

Top Words in Tweet in G9:
[118] bloomberg
[104] audio
[102] aspen
[100] institute
[97] video
[96] chuckrossdc
[94] circulating
[94] today
[94] successfully
[94] blocked

Top Words in Tweet in G10:
[181] bloomberg
[108] audio
[100] aspen
[100] institute
[80] recording
[80] such
[80] big
[80] deal
[80] didn
[80] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1561] aspen,institute
[908] male,minorities
[719] mike,bloomberg
[717] seize,guns
[717] guns,male
[716] police,seize
[712] footage,mikebloomberg's
[712] mikebloomberg's,recent
[712] recent,aspeninstitute
[712] aspeninstitute,speech

Top Word Pairs in Tweet in G1:
[664] male,minorities
[660] footage,mikebloomberg's
[660] mikebloomberg's,recent
[660] recent,aspeninstitute
[660] aspeninstitute,speech
[660] speech,police
[660] police,seize
[660] seize,guns
[660] guns,male
[659] michaeljohns,footage

Top Word Pairs in Tweet in G2:
[570] white,liberal
[570] liberal,friends
[570] friends,stay
[570] stay,mentions
[570] mentions,trying
[570] trying,defend
[570] defend,bloomberg
[570] bloomberg,know
[570] know,much
[569] charlesmblow,white

Top Word Pairs in Tweet in G3:
[436] bloomberg,requested
[436] requested,video
[436] video,released
[436] released,perhaps
[436] perhaps,explanation
[436] explanation,#stopandfrisk
[436] #stopandfrisk,admitting
[435] benjaminpdixon,bloomberg
[142] aspen,institute
[64] speech,aspen

Top Word Pairs in Tweet in G4:
[235] mini,mike
[219] mike,bloomberg
[216] black,men
[216] men,minorities
[215] bloomberg,2015
[215] aspen,institute
[214] 2015,audio
[214] audio,exposes
[214] exposes,racist
[214] racist,screed

Top Word Pairs in Tweet in G5:
[166] aspen,institute
[56] michael,bloomberg
[56] footage,aspen
[56] institute,appearance
[55] blocks,footage
[50] bloomberg,blocks
[30] 2015,aspen
[29] stop,frisk
[25] institute,remarks
[25] remarks,race

Top Word Pairs in Tweet in G6:
[186] male,minorities
[166] mike,bloomberg
[162] bloomberg,speech
[162] speech,2015
[162] 2015,told
[162] told,elitist
[162] elitist,crowd
[162] crowd,xerox
[162] xerox,copy
[162] copy,description

Top Word Pairs in Tweet in G7:
[97] aspen,institute
[59] stop,frisk
[49] hey,cnn
[49] cnn,morons
[49] morons,audio
[49] audio,youtube
[49] youtube,five
[49] five,years
[49] years,local
[49] local,reporter

Top Word Pairs in Tweet in G8:
[103] aspen,institute
[68] listened,bloomberg
[68] bloomberg,audio
[68] audio,wildest
[68] wildest,part
[68] part,saying
[68] saying,shit
[68] shit,stage
[68] stage,aspen
[68] institute,aspen

Top Word Pairs in Tweet in G9:
[94] bloomberg,audio
[94] audio,circulating
[94] circulating,today
[94] today,successfully
[94] successfully,blocked
[94] blocked,aspen
[94] aspen,security
[94] security,institute
[94] institute,releasing
[94] releasing,video

Top Word Pairs in Tweet in G10:
[100] aspen,institute
[93] institute,audio
[80] bloomberg,aspen
[80] audio,recording
[80] recording,such
[80] such,big
[80] big,deal
[80] deal,bloomberg
[80] bloomberg,didn
[80] didn,see

Top Replied-To
Top Replied-To in Entire Graph:
@mikebloomberg
@benjaminpdixon
@realdonaldtrump
@cccinfoorg
@helenbranswell
@cliffschecter
@democracynow
@shaunking
@cernovich
@donaldjtrumpjr

Top Replied-To in G1:
@mikebloomberg
@realdonaldtrump
@freezerohedge
@aspenlatinos
@talbertswan
@lookner
@coc_goodgirl
@scottgottliebmd
@miccichecain
@fordprefect747

Top Replied-To in G2:
@whatsnext
@rolandsmartin
@charlesmblow
@alivelshi

Top Replied-To in G3:
@benjaminpdixon
@realtimblack
@esaagar
@trisha_tahmasbi
@berniesback2020
@ararubyan
@democracynow
@ryangrim
@flatjz
@youcancallmebry

Top Replied-To in G7:
@abbydphillip
@jumaanewilliams
@democracynow
@vincewarren
@nytimes
@benjaminpdixon
@michael_nutter
@michaeljohns
@postpolitics
@msnbc

Top Replied-To in G8:
@joyannreid

Top Replied-To in G9:
@adrielhampton
@wsj
@chuckrossdc

Top Mentioned
Top Mentioned in Entire Graph:
@aspeninstitute
@mikebloomberg
@charlesmblow
@michaeljohns
@benjaminpdixon
@shaunking
@adriandt31
@gatewaypundit
@helenbranswell
@drnancym_cdc

Top Mentioned in G1:
@aspeninstitute
@mikebloomberg
@michaeljohns
@shaunking
@helenbranswell
@drnancym_cdc
@ronaldklain
@drericding
@tribulationthe
@psychometalhed

Top Mentioned in G2:
@charlesmblow
@benjaminpdixon
@fishbones2017
@mikebloomberg
@bobbypauline1
@rolandsmartin
@kemet2000
@cesarvargas365

Top Mentioned in G3:
@benjaminpdixon
@alycinwonder
@cesarvargas365
@kharyp
@mikebloomberg
@aspendailynews
@lafuturist
@ryangrim
@charlesmblow
@karlherk

Top Mentioned in G4:
@gatewaypundit
@hamiltonstrick1
@michaeljohns
@mikebloomberg
@aspeninstitute
@herbert_l_reed
@alpha_57
@busyelves
@neonnettle
@adriandt31

Top Mentioned in G6:
@adriandt31
@awaken_to_maga
@michaeljohns
@mikebloomberg
@aspeninstitute
@benjaminpdixon
@gatewaypundit
@charlesmblow
@catmandu50
@tribulationthe

Top Mentioned in G7:
@cnn
@kerpen
@nyclu
@maggienyt
@joshrogin
@mikebloomberg
@abc
@mollycrabapple
@benjaminpdixon
@petefrt

Top Mentioned in G8:
@flexlibris
@thewaywithanoa
@politidope
@charlesmblow
@cesarvargas365
@stevenreycristo
@joyannreid
@shaunking
@mikebloomberg
@aspeninstitute

Top Mentioned in G9:
@chuckrossdc
@kenlacorte
@gatewaypundit
@benjaminpdixon
@michaeljohns
@mikebloomberg
@aspeninstitute
@pjw20161951
@nyclu
@mitchwagner

Top Mentioned in G10:
@jasonmillerindc
@italians4trump
@petermentes

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@jojokejohn
@immoralreport
@rk70534
@commonpatriot
@crewislife
@solutioneer72
@sharneal
@pparzival
@fainformazione

Top Tweeters in G1:
@commonpatriot
@pparzival
@twitlertwit
@drdaveanddee
@jver1
@joej2020usa
@eykis
@reneecarrollaz
@magicdmw
@bearingtruth

Top Tweeters in G2:
@solutioneer72
@truthglow
@paxnostrum
@unlewis
@boerneaj
@samhainnight
@omen_syria
@rolandsmartin
@jameskthompson1
@flugennock

Top Tweeters in G3:
@rk70534
@davealvord164
@kenkircher1
@b1e56df9ce6549f
@1catherinesiena
@estarianne
@kharyp
@yojora
@danhomick
@nayasala

Top Tweeters in G4:
@patriot_girl_tx
@tea_party_chris
@mdlmurray
@drofdem
@jimdwrench
@6549lmartin
@hambysr
@ymcglaun
@nancyl367
@janmareesmith2

Top Tweeters in G5:
@the_news_diva
@fainformazione
@cahulaan
@troubleddays
@theurbannewz
@ussanews
@libbyliberalnyc
@danaboos3
@aliwojo19
@pinnie99

Top Tweeters in G6:
@miltonespinozaf
@realtt2020
@darhar981
@susancturlingt1
@leahr77
@goldwaterkid65
@jantxnc
@nanaoxford
@pinkk9lover
@di_plora

Top Tweeters in G7:
@thehill
@netminnow
@edwardcalame
@publicoutcrysy
@lacunalingua
@schwingcat
@reuters
@petefrt
@foxnews
@nytimes

Top Tweeters in G8:
@billm9
@saintwalker98
@cnbsnana
@ingdamnit
@justsikko
@lbridges1212
@proglocommons
@unetomaterouge
@hoosier47906
@sponson

Top Tweeters in G9:
@lauracgilleslil
@eyegloarts
@elizbethlmaness
@dutyofapatriot
@purpledalmation
@simplify77
@wsj
@famdoc7
@woodseysmith
@ianmolony

Top Tweeters in G10:
@rains6944
@jpwilloughby
@littlebitgood
@zoombouse
@pdqaccessories
@paulinapotus
@abbaeema41
@italians4trump
@darylmox
@413714


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