QAnon, Twitter, 6/23/2021 2:25:30 AM, 257498


FAQ | Problem?

QAnon_2021-06-22_16-50-17.xlsx
QAnon_2021-06-22_16-50-17.xlsx
From:
marc_smith
Uploaded on:
June 23, 2021
Short Description:
QAnon via NodeXL https://bit.ly/3wRlbZh
@patriottakes
@msnbc
@maddow
@jannwolfe
@daithaigilbert
@juliadavisnews
@stevemandolin
@scottmorrisonmp
@therickydavila
@johncollins_kp

Top hashtags:
#qanon
#auspol
#cancelqanon
#4corners
#demvoice1
#wtpblue
#onev1
#abc730

Description:
Description
The graph represents a network of 17,572 Twitter users whose recent tweets contained "QAnon", 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 Wednesday, 23 June 2021 at 00:43 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 54-minute period from Monday, 21 June 2021 at 05:54 UTC to Tuesday, 22 June 2021 at 23:48 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 : 17572
Unique Edges : 23112
Edges With Duplicates : 5343
Total Edges : 28455
Number of Edge Types : 5
Retweet : 12420
MentionsInRetweet : 4924
Tweet : 2621
Replies to : 3704
Mentions : 4786
Self-Loops : 2755
Reciprocated Vertex Pair Ratio : 0.00950836911751818
Reciprocated Edge Ratio : 0.0188376231607275
Connected Components : 2415
Single-Vertex Connected Components : 1097
Maximum Vertices in a Connected Component : 11771
Maximum Edges in a Connected Component : 22300
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.469407
Graph Density : 7.46184032541358E-05
Modularity : 0.742825
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,572 Twitter users whose recent tweets contained "QAnon", 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 Wednesday, 23 June 2021 at 00:43 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 54-minute period from Monday, 21 June 2021 at 05:54 UTC to Tuesday, 22 June 2021 at 23:48 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 : QAnon
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:
[1002] https://trib.al/XA1bnKi
[315] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[308] https://trib.al/4ZQgA0Q
[297] https://twitter.com/JuliaDavisNews/status/1407006405182230533?s=20
[223] https://www.rawstory.com/tucker-carlson-qanon-2653483305/
[208] https://www.rawstory.com/marjorie-taylor-greene-ar-15-honey-badger/
[202] https://trib.al/0lj8Ast
[183] https://www.vice.com/en/article/4avnbj/qanon-mike-rothschild-book-the-storm-is-upon-us
[167] https://www.rawstory.com/qanon-2653479007/
[148] https://www.rawstory.com/qanon-shaman-defense-blames-everyone/

Top URLs in Tweet in G1:
[862] https://trib.al/XA1bnKi
[283] https://trib.al/4ZQgA0Q
[174] https://trib.al/0lj8Ast
[46] https://twitter.com/harrisonkrank/status/1407177727472508930
[13] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[12] https://twitter.com/JuliaDavisNews/status/1407006405182230533?s=20
[11] https://www.msnbc.com/rachel-maddow/watch/as-mike-flynn-stokes-qanon-conspiracy-theories-his-brother-commands-u-s-army-in-pacific-114871877808
[11] https://www.rawstory.com/marjorie-taylor-greene-qanon-2653490735/
[9] https://www.alternet.org/2021/06/qanon-2653474740/
[7] https://www.rawstory.com/tucker-carlson-qanon-2653483305/

Top URLs in Tweet in G2:
[125] https://www.theguardian.com/australia-news/2021/jun/21/scott-morrison-says-he-doesnt-back-qanon-and-refuses-to-cancel-supporter-friend
[79] https://thenewdaily.com.au/news/politics/australian-politics/2021/06/21/scott-morrison-cornwall-ancestors/
[55] https://www.smh.com.au/lifestyle/yassmin-abdelmagied-on-becoming-australias-most-publicly-hated-muslim-20170816-gxxb7d.html
[18] https://twitter.com/GJGreenlea/status/1406753361064448004
[14] https://news.yahoo.com/fbi-documents-conspiracy-theories-terrorism-160000507.html
[11] https://www.crikey.com.au/2021/06/14/milestones-morrison-stewart-relationship-qanon/
[11] https://www.thesaturdaypaper.com.au/opinion/topic/2021/06/18/scott-morrison-and-qanon/162397895111907
[9] https://www.thesaturdaypaper.com.au/opinion/topic/2021/06/19/scott-morrison-and-qanon/162402480011907
[8] https://www.abc.net.au/news/2021-06-14/qanon-follower-old-friend-scott-morrison-stewart-family-speaks/100125156
[7] https://twitter.com/crikey_news/status/1406777090305794051

Top URLs in Tweet in G3:
[57] https://www.rawstory.com/marjorie-taylor-greene-ar-15-honey-badger/
[43] https://www.rawstory.com/marjorie-taylor-greene-qanon-2653490735/
[36] https://www.rawstory.com/tucker-carlson-qanon-2653483305/
[26] https://www.vice.com/en/article/4avnbj/qanon-mike-rothschild-book-the-storm-is-upon-us
[26] https://www.cnn.com/videos/business/2021/06/22/arizona-audit-qanon-osullivan-sot-vpx.cnn
[18] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[14] https://www.alternet.org/2021/06/qanon-2653474740/
[11] https://www.rawstory.com/liz-cheney-2653474755/
[11] https://www.cnn.com/videos/business/2021/06/21/john-podesta-qanon-target-newday-vpx.cnn
[10] https://apple.news/AmAvpfZQsRButGgUBTVwCIA

Top URLs in Tweet in G4:
[114] https://www.vice.com/en/article/qj835x/qanon-believer-tried-to-kill-his-pregnant-partner-with-a-hammer-to-save-his-kids
[113] https://www.vice.com/en/article/4avnbj/qanon-mike-rothschild-book-the-storm-is-upon-us
[86] https://www.thenorthernecho.co.uk/news/19387194.conspiracy-theorist-attempted-murder-pregnant-partner-bath/
[63] https://www.vice.com/en/article/4avnxn/qanon-militia-of-ex-cops-and-soldiers-is-training-patriots-for-revolution
[54] https://www.rightwingwatch.org/post/mike-lindell-promises-donald-trump-will-be-in-office-by-this-fall-for-sure/
[22] https://www.vice.com/en/article/4avnbj/qanon-mike-rothschild-book-the-storm-is-upon-us?utm_source=vicenewstwitter
[22] https://www.vice.com/en/article/qj835x/qanon-believer-tried-to-kill-his-pregnant-partner-with-a-hammer-to-save-his-kids?utm_source=vicenewstwitter
[20] https://insightintohate.substack.com/p/qanon-on-telegram-from-antisemitism
[16] https://www.theguardian.com/us-news/2021/jun/20/qanon-conspiracy-theories-pizzagate-infowars-storm-is-upon-us-mike-rothschild
[15] http://static.mhpbooks.com/the-storm-is-upon-us/

Top URLs in Tweet in G5:
[237] https://twitter.com/JuliaDavisNews/status/1407006405182230533?s=20
[76] https://twitter.com/igorbobic/status/1346911809274478594
[30] https://twitter.com/marcorubio/status/1406589824874827782
[28] https://www.thedailybeast.com/how-putin-made-a-fool-of-tucker-carlson?ref=home
[9] https://trib.al/XA1bnKi
[7] https://www.vice.com/en/article/qj835x/qanon-believer-tried-to-kill-his-pregnant-partner-with-a-hammer-to-save-his-kids
[7] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[6] https://crooksandliars.com/2021/06/trumporeilly-pervert-tour-confuses-qanon?utm_source=dlvr.it&utm_medium=twitter
[6] https://twitter.com/innercitypress/status/1407027819188731904
[6] https://www.vanityfair.com/news/2020/10/how-qanon-and-trumpism-have-infected-the-catholic-church

Top URLs in Tweet in G6:
[91] https://twitter.com/patriottakes/status/1406987772687233034
[37] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[16] https://trib.al/XA1bnKi
[15] https://secure.actblue.com/donate/pt-2021-mt?refcode=6.21QAnonMSM&amount=$5
[8] https://twitter.com/JuliaDavisNews/status/1407006405182230533?s=20
[8] https://www.rawstory.com/qanon-2653479007/
[7] https://twitter.com/ClaudioSaunt/status/1404540661349720068
[5] https://www.rawstory.com/qanon-shaman-defense-blames-everyone/
[5] https://trib.al/0lj8Ast
[5] https://twitter.com/igorbobic/status/1346911809274478594

Top URLs in Tweet in G7:
[100] https://www.salon.com/2020/07/14/pork-sliders-sold-by-republican-house-candidate-who-supports-qanon-gave-customers-diarrhea-records/
[13] https://twitter.com/TheDailyEdge/status/1406682668599742464
[12] https://profesorbaker.wordpress.com/2021/01/19/deprogramming-rep-lauren-boebert-laurenboebert-the-speaker-has-been-removed-from-the-chambers/
[8] https://www.rawstory.com/tucker-carlson-qanon-2653483305/
[8] https://thefederalist.com/2021/06/22/new-mexico-gov-defends-qanon-lizard-people-comment-because-she-said-it-nicely/#.YNIn-1rsFFY.twitter
[7] https://www.rawstory.com/marjorie-taylor-greene-ar-15-honey-badger/
[7] https://twitter.com/Ireland0828/status/1406792827590295552
[6] https://www.rawstory.com/marjorie-taylor-greene-qanon-2653490735/
[5] https://news.yahoo.com/self-funding-qanon-candidate-gave-100001521.html
[5] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328

Top URLs in Tweet in G8:
[106] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[97] https://demcastusa.com/2021/06/19/qanon-and-crazy-conspiracy-theories/
[64] https://twitter.com/alfonslopeztena/status/1406636792191795201
[52] https://www.rawstory.com/maria-bartiromo-keep-trashing-me/
[40] https://news.yahoo.com/qanon-believer-tried-kill-pregnant-153706010.html
[28] https://www.mic.com/p/qanon-followers-are-pretty-dejected-by-trumps-speaking-tour-with-bill-oreilly-81270443
[24] https://www.rawstory.com/marjorie-taylor-greene-qanon-2653490735/
[22] https://www.jordanharbinger.com/steven-hassan-the-igotout-guide-to-quitting-qanon/
[20] https://www.justsecurity.org/72339/qanon-is-a-nazi-cult-rebranded/
[20] https://www.chicagotribune.com/nation-world/ct-nw-nyt-qanon-fallout-20210129-vzm5spr5szbafd47c3dtxhvrju-story.html

Top URLs in Tweet in G9:
[25] https://crooksandliars.com/2021/06/trumporeilly-pervert-tour-confuses-qanon
[9] https://www.rawstory.com/qanon-2653479007/
[7] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328?amp=1#origin=https%3A%2F%2Fwww.google.ca&prerenderSize=1&visibilityState=prerender&paddingTop=32&p2r=0&csi=1&aoh=16242817741634&viewerUrl=https%3A%2F%2Fwww.google.ca%2Famp%2Fs%2Fwww.newsweek.com%2Fqanon-trump-december-dates-bill-oreilley-president-1602328%253famp%3D1&history=1&storage=1&cid=1&cap=navigateTo%2Ccid%2CfullReplaceHistory%2Cfragment%2CreplaceUrl%2Cswipe%2CiframeScroll
[7] https://www.alternet.org/2021/06/qanon-2653474740/
[7] https://www.rawstory.com/tucker-carlson-qanon-2653483305/
[7] https://www.rawstory.com/marjorie-taylor-greene-ar-15-honey-badger/
[7] https://www.rawstory.com/liz-cheney-2653474755/
[4] https://www.justsecurity.org/72339/qanon-is-a-nazi-cult-rebranded/
[4] https://www.nbcnews.com/tech/social-media/russian-troll-accounts-purged-twitter-pushed-qanon-other-conspiracy-theories-n966091
[3] https://www.cnn.com/videos/business/2021/06/22/arizona-audit-qanon-osullivan-sot-vpx.cnn

Top URLs in Tweet in G10:
[37] https://www.newsweek.com/qanon-trump-december-dates-bill-oreilley-president-1602328
[7] https://www.newsweek.com/anthony-beckett-attack-girlfriend-anthony-beckett-1602965
[4] https://www.youtube.com/watch?v=--UntiMg1SI

[4] https://www.abc.net.au/4corners/the-great-awakening/13387338
[3] https://trib.al/XA1bnKi
[3] https://www.youtube.com/watch?v=k8uInz9IeEQ&feature=youtu.be

[3] https://demcastusa.com/2021/06/19/qanon-and-crazy-conspiracy-theories/
[3] https://twitter.com/BylineTimes/status/1366725687734915075
[2] https://trib.al/0lj8Ast
[2] https://www.rawstory.com/marjorie-taylor-greene-qanon-2653490735/

Top Domains
Top Domains in Tweet in Entire Graph:
[1873] twitter.com
[1529] trib.al
[1204] rawstory.com
[553] vice.com
[405] newsweek.com
[250] theguardian.com
[248] com.au
[166] co.uk
[155] salon.com
[153] cnn.com

Top Domains in Tweet in G1:
[1320] trib.al
[73] twitter.com
[39] rawstory.com
[16] msnbc.com
[15] newsweek.com
[9] alternet.org
[6] nytimes.com
[4] vice.com
[4] commonwealmagazine.org
[3] cnn.com

Top Domains in Tweet in G2:
[182] com.au
[133] theguardian.com
[53] twitter.com
[17] net.au
[14] yahoo.com
[6] apple.news
[5] urldefense.com
[4] shorturl.at
[3] cnn.com
[3] people.com

Top Domains in Tweet in G3:
[193] twitter.com
[189] rawstory.com
[57] vice.com
[49] newsweek.com
[49] cnn.com
[24] theguardian.com
[22] alternet.org
[21] msn.com
[19] apple.news
[16] nytimes.com

Top Domains in Tweet in G4:
[355] vice.com
[89] co.uk
[81] twitter.com
[56] rightwingwatch.org
[22] rawstory.com
[21] theguardian.com
[20] substack.com
[15] mhpbooks.com
[14] apple.com
[13] newsweek.com

Top Domains in Tweet in G5:
[366] twitter.com
[28] thedailybeast.com
[23] rawstory.com
[13] trib.al
[11] vice.com
[9] vanityfair.com
[7] newsweek.com
[6] crooksandliars.com
[6] co.uk
[6] theguardian.com

Top Domains in Tweet in G6:
[138] twitter.com
[37] newsweek.com
[32] rawstory.com
[23] trib.al
[21] actblue.com
[7] vice.com
[5] salon.com
[5] mediamatters.org
[4] apple.news
[3] americanindependent.com

Top Domains in Tweet in G7:
[103] salon.com
[53] twitter.com
[30] rawstory.com
[12] wordpress.com
[11] thefederalist.com
[7] cnn.com
[5] yahoo.com
[5] vice.com
[5] newsweek.com
[4] msnbc.com

Top Domains in Tweet in G8:
[114] rawstory.com
[112] newsweek.com
[107] twitter.com
[97] demcastusa.com
[40] yahoo.com
[28] mic.com
[24] nytimes.com
[22] jordanharbinger.com
[20] justsecurity.org
[20] chicagotribune.com

Top Domains in Tweet in G9:
[35] rawstory.com
[25] crooksandliars.com
[12] twitter.com
[10] newsweek.com
[7] alternet.org
[6] trib.al
[5] vice.com
[4] justsecurity.org
[4] nbcnews.com
[3] cnn.com

Top Domains in Tweet in G10:
[44] newsweek.com
[8] twitter.com
[7] trib.al
[7] youtube.com
[6] rawstory.com
[4] net.au
[3] demcastusa.com
[2] nytimes.com
[2] mic.com
[2] co.nz

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[790] qanon
[400] auspol
[226] cancelqanon
[193] 4corners
[190] demvoice1
[167] wtpblue
[160] onev1
[122] abc730
[111] scottyfromqanon
[110] thedrum



Top Hashtags in Tweet in G1:
[6] gqp
[4] demvoice1
[4] wtpblue
[3] onev1
[3] cancelqanon
[2] voteblue2022
[2] qanon
[2] breaking
[1] blm
[1] 4corners

Top Hashtags in Tweet in G2:
[335] auspol
[170] 4corners
[166] qanon
[114] abc730
[107] thedrum
[105] scottyfromqanon
[93] scottytheliar
[81] theprojecttv
[79] dillspill
[68] qanonpm

Top Hashtags in Tweet in G3:
[72] qanon
[25] smartnews
[13] trump
[12] auspol
[12] gop
[8] gqp
[8] qanoncult
[7] maga
[6] news
[4] donaldtrump

Top Hashtags in Tweet in G4:
[127] qanon
[17] followthewhiterabbit
[16] qanonpm
[15] oathkeepers
[13] auspol
[11] 4corners
[11] qanoncult
[9] olympics
[9] olympics2021
[9] vaccine

Top Hashtags in Tweet in G5:
[32] qanon
[29] unitedstates
[28] russia
[3] morningjoe
[1] 1/6/2021 12:00:00 AM
[1] marjorietaylorgreene
[1] blacklivesmatter
[1] cancelqanon
[1] tfg
[1] greedygop

Top Hashtags in Tweet in G6:
[30] gqp
[10] qanon
[8] cancelqanon
[6] scottmorrison
[6] timstewart
[4] morrisongovernment
[4] 4corners
[4] abc
[4] voteblue2022
[4] demvoice1

Top Hashtags in Tweet in G7:
[32] qanon
[14] russianron
[7] republican
[7] trumpbootlickervandrew
[6] trump2024
[5] tucker
[4] nofly
[4] gqp
[4] maddow
[4] foxnews

Top Hashtags in Tweet in G8:
[167] demvoice1
[149] wtpblue
[145] onev1
[58] demcast
[47] voteblue2022
[31] qanon
[22] igotout
[15] trumplost
[15] dems4usa
[12] blm

Top Hashtags in Tweet in G9:
[13] breakingnews
[4] maga
[4] trump
[4] qanon
[3] tfg
[2] boycottomni
[2] cancelqanon
[2] mikeflynn
[1] stopthestupid
[1] delusion

Top Hashtags in Tweet in G10:
[5] qanon
[2] gopseditioustraitors
[2] demvoice1
[1] gopbetrayedamerica
[1] gopcorruptionovercountry
[1] patriot
[1] cancelqanon
[1] sexualabuse
[1] firejimjordan
[1] demcast

Top Words
Top Words in Tweet in Entire Graph:
[17118] qanon
[4312] trump
[3567] brother
[2637] one
[2083] events
[1999] country
[1936] conspiracy
[1661] power
[1647] military
[1613] coup

Top Words in Tweet in G1:
[2669] brother
[1627] qanon
[1428] trump
[1347] one
[1335] maddow
[1332] country
[1330] army
[1330] pacific
[1330] events
[1325] touring

Top Words in Tweet in G2:
[1333] qanon
[479] morrison
[340] scott
[336] #auspol
[331] secret
[297] scottmorrisonmp
[258] people
[201] house
[183] tim
[178] see

Top Words in Tweet in G3:
[1012] qanon
[166] trump
[96] something
[87] people
[81] supporter
[78] conspiracy
[72] #qanon
[65] 15
[63] don
[60] one

Top Words in Tweet in G4:
[1269] qanon
[303] trump
[287] conspiracy
[223] partner
[222] pregnant
[219] hammer
[215] election
[210] man
[164] still
[161] people

Top Words in Tweet in G5:
[1453] qanon
[917] cnn
[418] brother
[417] one
[397] jack
[397] problem
[395] support
[393] flynn's
[393] follower
[393] case

Top Words in Tweet in G6:
[1288] qanon
[371] telegram
[314] trump
[303] bowenchris
[301] bill
[295] australia
[290] rebuke
[287] presents
[287] scathing
[219] much

Top Words in Tweet in G7:
[548] qanon
[138] laurenboebert
[95] trump
[94] gt
[68] people
[56] conspiracy
[49] one
[47] lauren
[41] mtgreenee
[39] white

Top Words in Tweet in G8:
[899] qanon
[373] trump
[292] conspiracy
[228] theories
[191] supporters
[179] president
[167] #demvoice1
[167] dismay
[165] confusion
[158] tour

Top Words in Tweet in G9:
[637] qanon
[596] help
[455] events
[451] proud
[451] boys
[450] hit
[450] maxine
[450] waters
[450] campaign
[450] organized

Top Words in Tweet in G10:
[519] qanon
[154] believes
[141] someone
[129] respected
[126] johncollins_kp
[119] trump
[101] believe
[72] anyone
[63] respect
[62] lost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1557] touring,country
[1528] reinstall,trump
[1517] military,coup
[1514] adherents,qanon
[1513] one,brother
[1513] army,forces
[1513] forces,pacific
[1513] pacific,brother
[1513] brother,touring
[1513] country,appearing

Top Word Pairs in Tweet in G1:
[1325] touring,country
[1322] military,coup
[1319] maddow,one
[1319] one,brother
[1319] brother,running
[1319] running,army
[1319] army,forces
[1319] forces,pacific
[1319] pacific,brother
[1319] brother,touring

Top Word Pairs in Tweet in G2:
[273] scott,morrison
[151] tim,stewart
[141] prime,minister
[122] cancel,people
[105] #abc730,#thedrum
[100] qanon,supporter
[95] white,house
[90] houston,white
[90] barely,knew
[85] brian,houston

Top Word Pairs in Tweet in G3:
[60] ar,15
[60] 15,pistol
[58] supporter,ar
[57] congresswoman,slammed
[57] slammed,giving
[57] giving,supporter
[56] qanon,congresswoman
[55] stupidity',qanon
[50] weaponized,stupidity'
[47] marjorie,taylor

Top Word Pairs in Tweet in G4:
[222] pregnant,partner
[219] partner,hammer
[127] qanon,conspiracy
[115] kill,pregnant
[110] people,still
[110] still,think
[110] think,qanon
[110] qanon,kooky
[110] kooky,internet
[110] internet,conspiracy

Top Word Pairs in Tweet in G5:
[393] qanon,follower
[393] tweeted,support
[393] support,qanon
[392] recall,michael
[392] michael,flynn's
[392] flynn's,brother
[392] brother,jack
[392] jack,sued
[392] sued,cnn
[392] cnn,75

Top Word Pairs in Tweet in G6:
[290] rebuke,qanon
[287] bowenchris,presents
[287] presents,scathing
[287] scathing,rebuke
[287] qanon,australia
[215] qanon,world
[215] bill,reilly
[214] responses,qanon
[214] world,regarding
[214] regarding,trump

Top Word Pairs in Tweet in G7:
[39] laurenboebert,gt
[35] gt,gt
[30] gt,co
[27] qanon,conspiracy
[21] conspiracy,theories
[20] qanon,follower
[19] proud,boys
[19] qanon,cookie
[18] lauren,boebert
[17] co,bwy8wvrd87

Top Word Pairs in Tweet in G8:
[191] qanon,supporters
[188] conspiracy,theories
[165] dismay,confusion
[144] bill,o'reilly
[118] fox,news
[114] #demvoice1,#onev1
[114] #onev1,#wtpblue
[105] speaking,tour
[105] tour,bill
[104] reinstated,president

Top Word Pairs in Tweet in G9:
[451] proud,boys
[450] maxine,waters
[450] campaign,organized
[450] organized,events
[450] boys,oathkeepers
[298] auntie,maxine
[298] waters,maga
[298] maga,campaign
[298] events,jan
[298] jan,6th

Top Word Pairs in Tweet in G10:
[142] believes,qanon
[131] someone,believes
[122] respected,someone
[48] believe,qanon
[39] qanon,supporters
[37] speaking,tour
[35] bill,reilly
[35] months,ago
[34] supporters,dismayed
[34] dismayed,trump

Top Replied-To
Top Replied-To in Entire Graph:
@johncollins_kp
@laurenboebert
@samiaalisalama
@patriottakes
@lynlinking
@bevanshields
@mjrowland68
@justinbaragona
@repboebert
@projectlincoln

Top Replied-To in G1:
@msnbc
@pastorlocke
@baligubadle1
@smchatter1
@vern_gilbert
@frackhazreveal
@estvoxpopuli
@urocklive1
@gopleader
@not_sure_76

Top Replied-To in G2:
@lynlinking
@bevanshields
@mjrowland68
@brianbrownuca
@scottmorrisonmp
@sarkysage
@nicolleflint
@davidbewart
@lesstonehouse
@samanthamaiden

Top Replied-To in G3:

Top Replied-To in G4:
@rothschildmd
@pokerpolitics
@markgerretsen
@cullenhoback
@daithaigilbert
@amandarishworth
@jacksonlahmeyer
@patriottakes
@q__talk
@19maddie08

Top Replied-To in G5:
@bradheath
@elienyc
@jannwolfe
@ryanjreilly
@questauthority
@re_verbalvega21
@emptywheel
@juliadavisnews
@linglevan
@kysportsradio

Top Replied-To in G6:
@patriottakes
@ryanshead
@jrubinblogger
@kdevil66
@tribelaw
@nazrezim
@samanthaleath12
@mike_pence
@soniams11
@trandall59

Top Replied-To in G7:
@laurenboebert
@repboebert
@mtgreenee
@repmtg
@mattgaetz
@jim_jordan
@kennethgootz
@tuckercarlson
@foxnews
@senschumer

Top Replied-To in G8:
@samiaalisalama
@sandibachom
@spiroagnewghost
@sethabramson
@zatochi9
@papootx
@alfonslopeztena
@realcandaceo
@ladybuggreen1
@stellaparton

Top Replied-To in G9:
@macfarlanenews
@duty2warn
@jilevin
@flsenate
@iamsharpe
@mccreeryhusky
@johncollins_kp
@chiefstormsky
@thomaskaine5
@jrubinblogger

Top Replied-To in G10:
@johncollins_kp
@tomjchicago
@jakelobin
@serena_patriot
@joncoopertweets
@harrygod
@jeremy_guyton
@maryjane59420
@gldnerausa76
@themustress

Top Mentioned
Top Mentioned in Entire Graph:
@maddow
@bowenchris
@scottmorrisonmp
@kyrstensinema
@rothschildmd
@joenbc
@davieswriter
@vicenews
@albomp
@senatorwong

Top Mentioned in G1:
@maddow
@msnbc
@palmerreport
@nytimes
@immabos52901152
@sahilkapur
@joenbc
@hijcp

Top Mentioned in G2:
@scottmorrisonmp
@albomp
@senatorwong
@wgarnews
@guardianaus
@benfordham
@2gb873
@abcmediawatch
@gladysb
@rnbreakfast

Top Mentioned in G3:
@periclesukraine
@churchandstaten
@irishtimesworld

Top Mentioned in G4:
@rothschildmd
@vicenews
@daithaigilbert
@sophiamoskalen1
@erinburnett
@maddow
@zidansports
@outfrontcnn
@watinthe_
@miambloom

Top Mentioned in G5:
@juliadavisnews
@maddow
@mikeperryavatar
@jannwolfe
@cherijacobus
@nycsouthpaw
@vanityfair
@robertpjones
@odowdpeter
@hereandnow

Top Mentioned in G6:
@bowenchris
@kyrstensinema
@maddow
@patriottakes
@wethepeoplepack
@joenbc
@mike_pence
@nbcnewsthink
@politicususa
@heatherthomasaf

Top Mentioned in G7:
@foxnews
@laurenboebert
@leadermcconnell
@mtgreenee
@newsmax
@senategop
@mariabartiromo
@gopleader
@housegop
@tuckercarlson

Top Mentioned in G8:
@davieswriter
@demcastusa
@gop
@jordanharbinger
@captmarkkelly
@maddow
@alfonslopeztena
@thedemocrats
@peter_wehner
@dhershiser

Top Mentioned in G9:
@maddow
@just_security
@twitter
@joegruters
@omnihotels
@macfarlanenews
@annofbigbeach
@uscoastguard
@lashatatu
@book_montana

Top Mentioned in G10:
@johncollins_kp
@davetroy
@maddow
@dcandohio
@itsjefftiedrich
@aklcouncil
@davieswriter
@joncoopertweets
@heidi_cuda
@manbradley006

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@tomthunkitsmind
@oldlady12345
@knewz_currently
@barntiques859
@threadreaderapp
@dichristine
@jurylady5
@zyiteblog

Top Tweeters in G1:
@barntiques859
@cagney1991
@joni_looking
@kenkircher1
@lechatnoire4
@cheezwitham
@mementh
@kak089
@rhiles2760
@paxnostrum

Top Tweeters in G2:
@jurylady5
@davidbewart
@pckj3627
@minhkular
@3wombats
@msmwatchdog2013
@varun18vijay
@blanketcrap
@fehowarth
@daveyk317

Top Tweeters in G3:
@pulpnews
@knewz_currently
@coopmike48
@foggybottomgal
@lucas_wyrsch
@usrealitycheck
@carlyinnj
@dev_discourse
@bmangh
@geekinfonow

Top Tweeters in G4:
@oldlady12345
@sandradunn1955
@katcapps
@angelakorras
@asher_wolf
@jhamby
@mariposatuitera
@cnbsnana
@estarianne
@flowsandolini

Top Tweeters in G5:
@dichristine
@kat4obama
@gojira007x
@givemepie360
@marthalynneowe1
@ungubunugu1274
@sar_oso
@amyayers16
@tadrow
@kimvie

Top Tweeters in G6:
@tinamarie_80s
@bannerite
@theresamax
@sylviaz1913
@rrnunez
@boandsunny
@dbble5
@vmbritsch
@dawneryans
@johnnydee62

Top Tweeters in G7:
@littlebytesnews
@thepoliticalcat
@jjauthor
@business
@wsbtv
@tgradous
@summer7570
@mzdivah67
@foxnews
@dltrunnell

Top Tweeters in G8:
@threadreaderapp
@raymond_norman
@britpoptarts
@yarosisnancy
@mayirmamay14
@cindy_52s
@aquarius1049
@marciabunney
@cindyceemerson
@digyoursoul

Top Tweeters in G9:
@iwd12
@wildwillow65
@jilevin
@minotauresse
@lindacollins11
@darlene_edw
@aprylsmithts
@johnapp63499667
@innrdreams
@redot2005

Top Tweeters in G10:
@pgrandee10
@familygrowing1
@smilan317
@kals55
@memeburk
@raphaelha67
@rachel_maria65
@jannsloan
@nickkave
@carmank1