Antifa, Twitter, 1/12/2021 2:29:57 AM, 245437


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Antifa Twitter NodeXL SNA Map and Report for Sunday, 10 January 2021 at 23:59 UTC
Antifa Twitter NodeXL SNA Map and Report for Sunday, 10 January 2021 at 23:59 UTC
From:
marc_smith
Uploaded on:
January 12, 2021
Short Description:
Antifa via NodeXL https://bit.ly/3i5AQ0x
@themagaparty2
@fbi
@cleavon_md
@emilygorcenski
@mrandyngo
@schwarzenegger
@washingtonpost
@joebiden
@cuquemar
@rayredacted

Top hashtags:
#antifa
#bluelivesmatter
#alllivesmatter
#blm
#eeuu
#berlin
#trump
#germany
#maga

Description:
Description
The graph represents a network of 23,237 Twitter users whose recent tweets contained "Antifa", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 11 January 2021 at 02:15 UTC.

The tweets in the network were tweeted over the 2-hour, 39-minute period from Sunday, 10 January 2021 at 21:19 UTC to Sunday, 10 January 2021 at 23:59 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 : 23237
Unique Edges : 32666
Edges With Duplicates : 5355
Total Edges : 38021
Number of Edge Types : 5
Replies to : 7902
Mentions : 8792
Retweet : 9556
Tweet : 2468
MentionsInRetweet : 9303
Self-Loops : 2542
Reciprocated Vertex Pair Ratio : 0.00733609855754349
Reciprocated Edge Ratio : 0.0145653443136773
Connected Components : 3291
Single-Vertex Connected Components : 1119
Maximum Vertices in a Connected Component : 13929
Maximum Edges in a Connected Component : 28172
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.682184
Graph Density : 6.02720773769088E-05
Modularity : 0.80668
NodeXL Version : 1.0.1.442
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245388
Data Import : The graph represents a network of 23,237 Twitter users whose recent tweets contained "Antifa", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 11 January 2021 at 02:15 UTC.

The tweets in the network were tweeted over the 2-hour, 39-minute period from Sunday, 10 January 2021 at 21:19 UTC to Sunday, 10 January 2021 at 23:59 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 : TwitterSearch
Graph Term : Antifa
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[700] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[235] https://twitter.com/nytimes/status/1348394204049920003
[231] https://twitter.com/expertmilkshake/status/1348356778082373632
[202] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html#click=https://t.co/vHxDkwJQO5
[167] https://trib.al/iPRYTVZ
[165] https://www.alreporter.com/2021/01/07/no-this-capitol-insurrectionist-isnt-a-communist-but-he-is-from-alabama/
[121] https://twitter.com/EmilyGorcenski/status/1348275412787482627
[96] https://www.wsj.com/articles/one-trump-fans-descent-into-the-u-s-capitol-mob-11610311660
[86] https://twitter.com/Dean_Moses/status/1348307840956583937/video/1
[79] https://twitter.com/stevenmnuchin1/status/1346950103387529217

Top URLs in Tweet in G1:
[28] https://www.dailykos.com/stories/2021/1/7/2006861/-Rep-Matt-Gaetz-spread-antifa-lie-and-facial-recognition-firm-demands-apology-and-retraction
[10] https://www.washingtonpost.com/national-security/2020/06/02/helicopter-protest-dc/
[7] https://twitter.com/ericgarland/status/1348110322801004545
[7] https://www.thedailybeast.com/group-behind-gaetzs-antifa-mob-claim-say-its-a-lie?ref=scroll
[7] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[6] https://twitter.com/Antifa_Tubes/status/1348342417133608963
[6] https://twitter.com/amandamilkovits/status/1348398353801998340
[6] https://twitter.com/MEPFuller/status/1347020224365735936
[5] https://www.bbc.com/news/world-us-canada-52946789
[5] https://twitter.com/RespectableLaw/status/1347055062284120064

Top URLs in Tweet in G2:
[38] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[16] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html?tid=ss_tw
[8] https://twitter.com/rayredacted/status/1348388601118273537
[5] https://www.thegatewaypundit.com/2021/01/motherfckin-streets-antifa-terrorists-march-nyc-riot-gear-media-silent-video/
[4] https://twitter.com/Schwarzenegger/status/1348249481284874240
[4] https://rumble.com/vcl2yv-multiple-reports-eyewitness-accounts-indicate-antifa.html
[4] https://www.vox.com/2021/1/9/22220716/antifa-capitol-storming-far-right-trump-biden-election-stop-the-steal-hawley-cruz
[4] https://www.newsweek.com/you-did-it-fox-news-jeanine-pirro-blasts-pro-trump-capitol-rioters-says-dont-blame-antifa-1560294
[4] https://twitter.com/RayRedacted/status/1348388601118273537
[3] https://www.newsbreak.com/news/0YGN7zEv/you-did-it-fox-news-jeanine-pirro-blasts-pro-trump-capitol-rioters-says-dont-blame-antifa?s=oldSite&ss=a2

Top URLs in Tweet in G3:
[250] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[206] https://twitter.com/expertmilkshake/status/1348356778082373632
[113] https://twitter.com/EmilyGorcenski/status/1348275412787482627
[38] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html#click=https://t.co/S6cUhna4UF
[23] https://twitter.com/jacobinmag/status/1347905974686908417
[9] https://leftcoastrightwatch.org/
[5] https://www.businessinsider.com/right-wing-extremists-kill-329-since-1994-antifa-killed-none-2020-7
[3] http://citizensagainsttyranny.net
[3] https://www.opb.org/news/series/burns-oregon-standoff-bundy-militia-news-updates/roseburg-shooting-republican-politician-dallas-heard-occupation-visit/
[3] https://www.alreporter.com/2021/01/07/no-this-capitol-insurrectionist-isnt-a-communist-but-he-is-from-alabama/

Top URLs in Tweet in G4:
[222] https://twitter.com/nytimes/status/1348394204049920003
[157] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html#click=https://t.co/vHxDkwJQO5
[39] https://briarpatchmagazine.com/articles/view/the-grunt-work-of-antifascism
[10] https://twitter.com/expertmilkshake/status/1348356778082373632
[9] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html#click=https://t.co/H4YyNyxxJx
[9] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[3] https://twitter.com/_Wiesenthal_S_/status/1348085198190227456
[2] https://twitter.com/EmilyGorcenski/status/1348275412787482627
[2] https://twitter.com/froomkin/status/1348408403211792384
[1] https://www.wsj.com/articles/one-trump-fans-descent-into-the-u-s-capitol-mob-11610311660

Top URLs in Tweet in G5:
[62] https://twitter.com/Dean_Moses/status/1348307840956583937/video/1
[15] https://www.youtube.com/watch?v=OIMh05xA2Ag&feature=youtu.be

[13] https://twitter.com/TITORODRIGUEZZ/status/1348375880113008640
[13] https://www.thegatewaypundit.com/2021/01/new-video-antifa-hands-weapons-bag-storming-us-capitol/
[3] https://www.youtube.com/watch?v=bqFWi321NGU


Top URLs in Tweet in G6:
[24] https://twitter.com/DesignationSix/status/1348411058663411713
[2] https://www.washingtonpost.com/national-security/antifa-far-right-doxing-identities/2021/01/10/41721de0-4dd7-11eb-bda4-615aaefd0555_story.html
[2] https://www.thedailybeast.com/group-behind-gaetzs-antifa-mob-claim-say-its-a-lie?ref=scroll
[2] https://www.bbc.com/news/world-us-canada-52946789
[2] https://www.washingtonpost.com/national-security/2020/06/02/helicopter-protest-dc/
[2] https://www.alreporter.com/2021/01/07/no-this-capitol-insurrectionist-isnt-a-communist-but-he-is-from-alabama/
[2] https://twitter.com/donwinslow/status/1348293638648782851
[1] https://www.newsweek.com/you-did-it-fox-news-jeanine-pirro-blasts-pro-trump-capitol-rioters-says-dont-blame-antifa-1560294?amp=1
[1] https://twitter.com/nytimes/status/1348394204049920003
[1] https://nypost.com/2019/10/22/proud-boys-members-get-prison-for-brawl-with-antifa-protesters/

Top URLs in Tweet in G7:
[2] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2021/jan/6/xrvision-firm-claims-antifa-infiltrated-protesters/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://www.reuters.com/article/uk-factcheck-protester-capitol-antifa-qa/fact-check-man-with-painted-face-wearing-fur-and-horns-rallied-for-trump-and-qanon-not-antifa-or-blm-idUSKBN29C0BP
[2] https://www.thegatewaypundit.com/2021/01/new-video-antifa-hands-weapons-bag-storming-us-capitol/
[1] https://www.dailymail.co.uk/news/article-9131933/Greta-Thunberg-rubbishes-Boris-Johnsons-green-revolution-sarcastically-praising-great-start.html?ito=amp_twitter_share-top
[1] https://www.theguardian.com/world/2020/jul/27/us-rightwing-extremists-attacks-deaths-database-leftwing-antifa
[1] https://www.dailymail.co.uk/video/news/video-2327776/Matt-Gaetz-claims-protestors-capitol-Antifa.html
[1] https://www.politifact.com/factchecks/2021/jan/09/facebook-posts/facebook-posts-wrongly-claim-left-wing-activist-an/
[1] https://www.wsj.com/articles/one-trump-fans-descent-into-the-u-s-capitol-mob-11610311660
[1] https://www.newyorker.com/news/news-desk/an-air-force-combat-veteran-breached-the-senate
[1] https://www.youtube.com/watch?v=QvaxaxQX7_8&feature=youtu.be


Top URLs in Tweet in G8:
[4] https://www.newsmax.com/newtgingrich/antifa-capitol-portland-oregon/2021/01/08/id/1004833/
[3] https://twitter.com/moonddng/status/1346924307692318723
[3] https://www.usatoday.com/story/news/2021/01/07/capitol-mob-drew-trump-fans-qanon-shaman-fireman-jake-angeli-arrest/6585339002/
[2] https://twitter.com/VicStoddard/status/1348318934471233536
[2] https://www.youtube.com/watch?v=kwL-TCkA5n4&ab_channel=RebelNews

[1] https://twitter.com/RyanLizza/status/1348361674886144002
[1] https://www.nytimes.com/2019/06/25/us/joe-biden-crime-laws.html
[1] https://www.breitbart.com/law-and-order/2021/01/09/watch-armed-antifa-attack-trump-supporters-cops-in-san-diego/
[1] https://onenewsnow.com/media/2019/07/17/aoc-her-squad-refuse-to-condemn-antifa-terror-attack-on-ice
[1] https://www.usatoday.com/premium-registration/?return=https://www.usatoday.com/story/news/2021/01/09/life-after-donald-trump-gop-moves-forward-under-shadow-riots/6592737002/

Top URLs in Tweet in G9:
[7] https://twitter.com/Schwarzenegger/status/1348249481284874240
[6] https://www.cbsnews.com/news/what-is-antifa/?ftag=CNM-00-10aab7e&linkId=108818489
[4] https://twitter.com/Dean_Moses/status/1348307840956583937/video/1
[2] https://twitter.com/Michael90656953/status/1348403552402591747
[1] https://twitter.com/rayredacted/status/1348388601118273537
[1] https://www.airforcetimes.com/news/your-air-force/2020/06/16/air-force-sergeant-charged-in-killing-of-federal-officer-in-california/
[1] https://www.reuters.com/article/uk-factcheck-capitol-mob-antifa-undercov/fact-check-men-who-stormed-capitol-identified-by-reuters-are-not-undercover-antifa-as-posts-claim-idUSKBN29E0QO
[1] https://nypost.com/2019/10/22/proud-boys-members-get-prison-for-brawl-with-antifa-protesters/
[1] https://www.newsweek.com/proudboys-washington-capitol-trump-protest-1559650
[1] https://www.nydailynews.com/news/politics/ny-nyc-mayor-congress-trump-ouster-20210109-nctlttdewjg3nnqka6jc5zxtom-story.html

Top URLs in Tweet in G10:
[7] https://elexpediente.co/ganadores-y-perdedores-con-biden/
[4] https://buildbackbetter.gov/
[3] https://www.thegatewaypundit.com/2021/01/watch-capitol-protester-removed-plane-apparently-placed-no-fly-list/
[2] https://twitter.com/heyguyfox5/status/1348032632345432064
[2] https://twitter.com/FBI/status/1348283582490546177
[2] https://twitter.com/copingmaga/status/1347752883664646146
[1] https://www.reuters.com/article/uk-factcheck-facialrecognition-antifa/fact-check-facial-recognition-company-did-not-identify-antifa-members-among-capitol-mob-idUSKBN29D2WV
[1] https://www.youtube.com/watch?v=SSH5EY-W5oM&feature=youtu.be

[1] https://libcom.org/files/Antifa,%20The%20Anti-Fascist%20Handbook.pdf
[1] https://joebiden.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[2232] twitter.com
[1067] washingtonpost.com
[186] trib.al
[165] alreporter.com
[131] thegatewaypundit.com
[128] youtube.com
[127] rumble.com
[97] wsj.com
[68] co.uk
[61] newsweek.com

Top Domains in Tweet in G1:
[121] twitter.com
[28] dailykos.com
[17] washingtonpost.com
[10] youtube.com
[8] yahoo.com
[7] thedailybeast.com
[7] reuters.com
[5] bbc.com
[5] washingtontimes.com
[5] thenation.com

Top Domains in Tweet in G2:
[347] twitter.com
[65] washingtonpost.com
[13] youtube.com
[11] thegatewaypundit.com
[6] rumble.com
[5] newsbreak.com
[5] co.uk
[5] vox.com
[4] msn.com
[4] com.au

Top Domains in Tweet in G3:
[354] twitter.com
[292] washingtonpost.com
[9] leftcoastrightwatch.org
[5] businessinsider.com
[3] citizensagainsttyranny.net
[3] opb.org
[3] alreporter.com
[3] rollingstone.com
[2] wsj.com
[2] trib.al

Top Domains in Tweet in G4:
[240] twitter.com
[175] washingtonpost.com
[39] briarpatchmagazine.com
[1] wsj.com

Top Domains in Tweet in G5:
[75] twitter.com
[18] youtube.com
[13] thegatewaypundit.com

Top Domains in Tweet in G6:
[27] twitter.com
[4] washingtonpost.com
[2] newsweek.com
[2] thedailybeast.com
[2] bbc.com
[2] alreporter.com
[1] nypost.com
[1] wsj.com

Top Domains in Tweet in G7:
[2] co.uk
[2] shareaholic.com
[2] reuters.com
[2] thegatewaypundit.com
[1] theguardian.com
[1] politifact.com
[1] wsj.com
[1] newyorker.com
[1] youtube.com

Top Domains in Tweet in G8:
[6] twitter.com
[6] usatoday.com
[4] newsmax.com
[3] youtube.com
[1] nytimes.com
[1] breitbart.com
[1] onenewsnow.com

Top Domains in Tweet in G9:
[15] twitter.com
[6] cbsnews.com
[1] airforcetimes.com
[1] reuters.com
[1] nypost.com
[1] newsweek.com
[1] nydailynews.com

Top Domains in Tweet in G10:
[7] twitter.com
[7] elexpediente.co
[4] buildbackbetter.gov
[3] thegatewaypundit.com
[1] reuters.com
[1] youtube.com
[1] libcom.org
[1] joebiden.com
[1] parler.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[783] antifa
[156] bluelivesmatter
[148] alllivesmatter
[141] blm
[64] eeuu
[58] berlin
[57] trump
[49] germany
[49] maga
[45] blacklivesmatter



Top Hashtags in Tweet in G1:
[74] antifa
[22] blm
[8] trump
[7] mattgaetzisatool
[7] magaterrorists
[6] capitolriots
[5] maga
[4] domesticterrorist
[4] traitor
[4] insurrection

Top Hashtags in Tweet in G2:
[90] antifa
[21] blm
[9] maga
[9] capitolriot
[8] trump
[7] blacklivesmatter
[5] capitolriots
[5] capitolbuilding
[5] capitol
[5] bluelivesmatter

Top Hashtags in Tweet in G3:
[3] antifa
[2] capitol
[1] bluelivesmatter
[1] biglie
[1] trumpinsurrection
[1] coup
[1] capitolriot
[1] gop
[1] republicans
[1] blm

Top Hashtags in Tweet in G4:
[6] antifa
[3] lesvos
[3] antinazigr
[2] lisboa

Top Hashtags in Tweet in G5:
[144] antifa
[62] eeuu
[10] nyc
[9] blm
[7] deinterés
[7] farc
[3] newyork
[1] donaldtrump

Top Hashtags in Tweet in G6:
[2] trumptreason

Top Hashtags in Tweet in G7:
[14] antifa
[3] trump
[3] blm
[2] blacklivesmatter
[1] strangebedfellows
[1] falseflagdc
[1] traitorsall
[1] rightwingnuts
[1] hypocrites
[1] neofascisten

Top Hashtags in Tweet in G8:
[14] antifa
[7] blm
[4] blacklivesmatter
[2] doublestandards
[2] antifaterrorist
[1] left
[1] marxists
[1] terrorists
[1] magamorons
[1] daviddorn

Top Hashtags in Tweet in G9:
[12] antifa
[5] blacklivesmatter
[4] capitolriot
[3] blm
[2] grooveseason
[2] trevornoah
[2] demokkkrats
[2] chickensh
[2] dem
[1] maga

Top Hashtags in Tweet in G10:
[8] antifa
[4] america
[3] antifanazis
[3] antifaterrorists
[3] blm
[3] democrats
[2] hypocrites
[2] fuckcongress
[1] tcot
[1] domesticterrorism

Top Words
Top Words in Tweet in Entire Graph:
[16503] antifa
[3660] trump
[3453] blm
[2807] capitol
[2100] people
[1734] right
[1561] violence
[1422] amp
[1202] supporters
[1120] more

Top Words in Tweet in G1:
[1645] antifa
[606] trump
[500] blm
[387] responsible
[377] hold
[266] supporters
[234] democrats
[223] capital
[208] done
[207] house

Top Words in Tweet in G2:
[1045] antifa
[209] trump
[179] capitol
[174] blm
[139] people
[109] right
[90] #antifa
[89] amp
[75] supporters
[59] one

Top Words in Tweet in G3:
[517] antifa
[437] called
[233] same
[213] people
[213] someone
[213] probably
[208] fucking
[208] order
[207] terrorists
[206] terrorist

Top Words in Tweet in G4:
[602] antifa
[592] more
[380] researchers
[300] fascism
[299] trump
[297] done
[297] time
[297] pretending
[297] threat
[296] wow

Top Words in Tweet in G5:
[408] antifa
[243] biden
[228] idea
[216] organización
[215] vídeo
[144] #antifa
[116] ciudad
[116] york
[75] capitolio
[68] joshuapotash

Top Words in Tweet in G6:
[510] disney
[510] hulu
[510] amazon
[510] proctergamble
[510] tampax
[510] always
[510] kraftheinzco
[510] bestbuy
[510] petsmart
[510] chewy

Top Words in Tweet in G7:
[315] antifa
[182] mrandyngo
[68] blm
[34] know
[34] trump
[29] people
[26] nypost
[22] see
[21] right
[19] capitol

Top Words in Tweet in G8:
[266] antifa
[96] aoc
[91] blm
[58] amp
[40] breaking911
[37] people
[34] trump
[34] capitol
[28] abc
[24] down

Top Words in Tweet in G9:
[262] antifa
[145] blm
[90] schwarzenegger
[58] presssec
[57] trump
[51] never
[48] away
[44] try
[43] tactics
[43] deny

Top Words in Tweet in G10:
[243] antifa
[132] joebiden
[85] blm
[33] people
[25] trump
[22] aj_cats_
[20] rudygiuliani
[19] biden
[18] cities
[17] terrorist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1464] antifa,blm
[1364] blm,antifa
[1035] trump,supporters
[559] right,wing
[538] fox,news
[527] disney,hulu
[526] hulu,amazon
[526] amazon,proctergamble
[526] proctergamble,tampax
[526] tampax,always

Top Word Pairs in Tweet in G1:
[298] antifa,blm
[251] trump,supporters
[187] house,senate
[186] trump,responsible
[186] past,years
[186] done,antifa
[185] hold,trump
[185] responsible,capital
[185] capital,ask
[185] ask,trump

Top Word Pairs in Tweet in G2:
[66] antifa,blm
[62] blm,antifa
[61] trump,supporters
[38] right,wing
[36] attack,capitol
[26] before,attack
[25] small,group
[25] group,sleuths
[25] sleuths,identifying
[25] identifying,right

Top Word Pairs in Tweet in G3:
[206] called,fucking
[206] fucking,terrorist
[206] terrorist,ruin
[206] ruin,life
[206] life,cries
[206] cries,someone
[206] someone,suspect
[206] suspect,probably
[206] probably,cheered
[206] cheered,wildly

Top Word Pairs in Tweet in G4:
[297] antifa,done
[296] wow,antifa
[296] done,more
[296] more,combat
[296] combat,fascism
[296] fascism,policing
[296] policing,agencies
[296] agencies,establishment
[296] establishment,spent
[296] spent,time

Top Word Pairs in Tweet in G5:
[215] biden,antifa
[215] antifa,idea
[215] idea,organización
[215] organización,vídeo
[62] #antifa,salen
[62] salen,hora
[62] hora,ciudad
[62] ciudad,york
[62] york,están
[62] están,preparando

Top Word Pairs in Tweet in G6:
[510] disney,hulu
[510] hulu,amazon
[510] amazon,proctergamble
[510] proctergamble,tampax
[510] tampax,always
[510] always,kraftheinzco
[510] kraftheinzco,bestbuy
[510] bestbuy,petsmart
[510] chewy,verizon
[510] verizon,gm

Top Word Pairs in Tweet in G7:
[38] blm,antifa
[28] mrandyngo,antifa
[24] antifa,blm
[12] cnn,gregjkrieg
[10] proud,boys
[10] hitler,1933
[9] troyrubert,mrandyngo
[8] antifa,know
[7] trump,supporters
[7] antifa,idea

Top Word Pairs in Tweet in G8:
[34] antifa,blm
[32] blm,antifa
[22] breaking911,aoc
[16] antifa,black
[14] last,year
[14] jeremykappell,kamvtv
[14] black,lies
[14] lies,matter
[13] antifa,amp
[13] amp,blm

Top Word Pairs in Tweet in G9:
[93] antifa,blm
[42] let's,never
[42] never,forget
[42] forget,scenes
[42] scenes,try
[42] try,explain
[42] explain,away
[42] away,pretend
[42] pretend,taken
[42] taken,context

Top Word Pairs in Tweet in G10:
[43] blm,antifa
[31] antifa,blm
[14] tonyposnanski,joebiden
[13] aj_cats_,rudygiuliani
[13] rjdchampion,tonyposnanski
[11] joebiden,antifa
[8] growing,balls
[8] balls,declaring
[8] declaring,antifa
[8] blm,terrorist

Top Replied-To
Top Replied-To in Entire Graph:
@mrandyngo
@princess_antifa
@repmattgaetz
@jaketapper
@kristin__wilson
@pattyarquette
@schwarzenegger
@rayredacted
@designationsix
@presssec

Top Replied-To in G1:
@repmattgaetz
@jaketapper
@laurenboebert
@mattgaetz
@rexchapman
@fbi
@kdbk42
@antifa_tubes
@joyannreid
@reuters

Top Replied-To in G2:
@tlitero_tracy

Top Replied-To in G3:
@antifa_hr
@terryboutonhist
@hungrybowtie
@strangealiensky
@amandachaseva
@minuteman04
@iamgryphoneer
@lcrwnews
@conundrum9999
@iwriteok

Top Replied-To in G4:
@breenewsome
@profanefeminist
@osgravy
@socialistdogmom
@nostation206
@metatweety
@macgabhain
@ravenmorgan3
@abolishice___

Top Replied-To in G5:
@maibortpetit
@cuquemar
@carlosh50lalo
@roarquette
@joshuapotash
@veronica_poleo
@surfbro26
@oliverlopezcano
@titorodriguezz
@wharfrat_de

Top Replied-To in G6:
@designationsix
@jb4wiganfc
@therightmelissa
@kristin__wilson

Top Replied-To in G7:
@mrandyngo
@nypost
@johncardillo
@rt_com
@rokorok58913503
@matthewkeyslive
@poli_newz
@hexsal8
@cernovich
@dailymail

Top Replied-To in G8:
@aoc
@breaking911
@abc
@catturd2
@breitbartnews
@jeremykappell
@kamvtv
@kylegriffin1
@joegkushner
@elijahaugusteru

Top Replied-To in G9:
@schwarzenegger
@presssec
@cbsnews
@cnnbrk
@_richardhall
@bennyace
@carriecordero
@tony__heller
@lscottman2

Top Replied-To in G10:
@joebiden
@aj_cats_
@winningatmylife
@realmattcouch
@annakhait
@marwilliamson
@zhogaivan
@monikerthe
@kamalaharris
@rudygiuliani

Top Mentioned
Top Mentioned in Entire Graph:
@amazon
@hulu
@disney
@proctergamble
@tampax
@always
@bestbuy
@petsmart
@chewy
@kraftheinzco

Top Mentioned in G1:
@fbi
@foxnews
@mattgaetz
@jaketapper
@donaldjtrumpjr
@hawleymo
@laurenboebert
@barbaracomstock
@gopleader
@tedcruz

Top Mentioned in G2:

Top Mentioned in G3:
@socialistdogmom
@goadgatsby
@lcrwnews
@heard4staterep
@antifashgordon
@emilygorcenski
@iwriteok
@dlamontjenkins
@antifa_hr
@godaddy

Top Mentioned in G4:
@briarpatchmag
@breenewsome
@lcrwnews
@anildash
@profanefeminist

Top Mentioned in G5:
@joshuapotash
@maibortpetit
@marujatarre
@oliverlopezcano
@rohaniroop
@roarquette
@benfranklin2018
@jonlord3
@isaacj
@sebanunez91

Top Mentioned in G6:
@disney
@hulu
@amazon
@proctergamble
@tampax
@always
@kraftheinzco
@bestbuy
@petsmart
@chewy

Top Mentioned in G7:
@mrandyngo
@gregjkrieg
@cernovich
@nypost
@cnn
@antifa
@troyrubert
@mailonline
@ingrahamangle
@zombiesniper241

Top Mentioned in G8:
@aoc
@breaking911
@kamvtv
@abc
@jeremykappell
@catturd2
@gopleader
@usatoday
@nysportsfan113
@breitbartnews

Top Mentioned in G9:
@schwarzenegger
@presssec
@cbsnews
@greta
@cnnbrk
@danny_ashman
@carriecordero
@markdice
@nycmayor
@mariawnek

Top Mentioned in G10:
@joebiden
@rudygiuliani
@tonyposnanski
@rjdchampion
@aj_cats_
@germainemonroy
@billoreilly
@ogarzabello
@annakhait

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@americanair
@simanekomama
@easy_branches
@dichristine
@downloaderbot
@alllibertynews
@superalitita
@lennaleprena

Top Tweeters in G1:
@downloaderbot
@applesupport
@mog7546
@kimvie
@guardian
@mjgranger1
@nancypeggy
@ericsteelelive
@runpattirun
@courageousgirl2

Top Tweeters in G2:
@pulpnews
@jot_au
@dokushokoji
@tam_resist
@augusteve2012
@swensonmember
@nakimushiart
@olitasdmar
@dianacialino
@dreamweaver61

Top Tweeters in G3:
@thepoliticalcat
@bannerite
@willseattle
@phendricks71
@enrico056
@ken_crichlow
@thatoneguy2440
@conservativela
@neolithicsheep
@toobaornottooba

Top Tweeters in G4:
@wildwalkerwoman
@utzaake
@dandastur
@raypride
@sircoach
@morbid_elation
@aspeed
@kambesyes
@shell_loyd
@elisha1022

Top Tweeters in G5:
@mariaeu13
@vetehugo
@aeroforceso
@athenea_phalas
@luisffierro
@pitoloco2021
@naylemendoza
@doctorcara
@luciarequena74
@ros1er

Top Tweeters in G6:
@dichristine
@kak089
@squirrel1110
@evcoc54
@truactive
@takhar_
@murtwitnessone
@piapinachiodo
@rosemarymscott
@martin_kj

Top Tweeters in G7:
@dc4hope
@rt_com
@nypost
@mailonline
@budgothmog44
@avtort
@hotlinejosh
@jlg1956
@libyaliberty
@cathyyoung63

Top Tweeters in G8:
@usatoday
@abc
@lindahalercsd
@librecapitalist
@googleplay
@vivartist14
@sassyblackburn
@louiege51467728
@yepsuzn
@montyboa99

Top Tweeters in G9:
@luis_endera
@wyffnews4
@urocklive1
@cbsnews
@newaigreen
@ktla
@dhiggins63
@tony__heller
@doctorwarmflash
@greta

Top Tweeters in G10:
@bella623
@joefreedomlove
@jjauthor
@auntjemimablack
@unathi_kwaza
@chichigreenblat
@rleas
@realmattcouch
@timpanist
@eeyrehead


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