TrumpKillsTexas, Twitter, 7/31/2020 3:49:10 PM, 231499


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TrumpKillsTexas Twitter NodeXL SNA Map and Report for Wednesday, 29 July 2020 at 03:30 UTC
TrumpKillsTexas Twitter NodeXL SNA Map and Report for Wednesday, 29 July 2020 at 03:30 UTC
From:
marc_smith
Uploaded on:
July 31, 2020
Short Description:
TrumpKillsTexas via NodeXL https://bit.ly/2Xf6WOq
@meidastouch
@adamparkhomenko
@dylanmsmitty
@thedemcoalition
@tedlieu
@reallyamerican1
@realdonaldtrump
@welch_tx
@steverustad1
@chipfranklin

Top hashtags:
#trumpkillstexas
#dumptrump
#trumpestamatandotexas

Description:
Description
The graph represents a network of 13,269 Twitter users whose recent tweets contained "TrumpKillsTexas", 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, 29 July 2020 at 03:46 UTC.

The tweets in the network were tweeted over the 6-hour, 34-minute period from Tuesday, 28 July 2020 at 20:55 UTC to Wednesday, 29 July 2020 at 03:29 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 : 13269
Unique Edges : 19052
Edges With Duplicates : 3270
Total Edges : 22322
Number of Edge Types : 5
Retweet : 16147
MentionsInRetweet : 2497
Tweet : 1297
Replies to : 1743
Mentions : 638
Self-Loops : 1359
Reciprocated Vertex Pair Ratio : 0.00141191235684777
Reciprocated Edge Ratio : 0.00281984334203655
Connected Components : 705
Single-Vertex Connected Components : 611
Maximum Vertices in a Connected Component : 12424
Maximum Edges in a Connected Component : 21426
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.314624
Graph Density : 0.0001087740055142
Modularity : 0.583166
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 13,269 Twitter users whose recent tweets contained "TrumpKillsTexas", 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, 29 July 2020 at 03:46 UTC.

The tweets in the network were tweeted over the 6-hour, 34-minute period from Tuesday, 28 July 2020 at 20:55 UTC to Wednesday, 29 July 2020 at 03:29 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 : TrumpKillsTexas
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:
[1159] https://twitter.com/thedemcoalition/status/1288091930631507971
[820] https://twitter.com/dylanmsmitty/status/1288227589287546882
[181] https://twitter.com/adamparkhomenko/status/1288110386323963906
[179] https://twitter.com/realdonaldtrump/status/1287880895051907072
[176] https://twitter.com/meidastouch/status/1288081774841561088
[172] http://www.badseedbook.com/watch
[125] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[118] https://twitter.com/MeidasTouch/status/1288081774841561088
[80] https://twitter.com/TheDemCoalition/status/1288091930631507971
[72] https://twitter.com/meidastouch/status/1288118577137033221

Top URLs in Tweet in G1:
[518] https://twitter.com/dylanmsmitty/status/1288227589287546882
[104] https://twitter.com/realdonaldtrump/status/1287880895051907072
[36] https://hillreporter.com/new-video-meidastouch-presents-trumpkillstexas-74612?utm_source=dlvr.it&utm_medium=twitter
[32] https://twitter.com/tommy_lowell/status/1288061295791677440
[31] https://twitter.com/thedemcoalition/status/1288091930631507971
[21] https://www.youtube.com/watch?v=Ojh_alyyVR8&feature=youtu.be

[12] https://twitter.com/meidastouch/status/1288081774841561088
[12] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[11] https://twitter.com/adamparkhomenko/status/1288110386323963906
[8] https://twitter.com/meidastouch/status/1288093158585151494

Top URLs in Tweet in G2:
[164] http://www.badseedbook.com/watch
[77] https://twitter.com/meidastouch/status/1288081774841561088
[76] https://twitter.com/dylanmsmitty/status/1288227589287546882
[49] https://twitter.com/thedemcoalition/status/1288091930631507971
[38] https://twitter.com/MeidasTouch/status/1288081774841561088
[32] https://twitter.com/adamparkhomenko/status/1288110386323963906
[32] https://thedailyedge.substack.com/p/trumps-nursing-home-negligence
[27] https://twitter.com/realdonaldtrump/status/1287880895051907072
[25] https://hillreporter.com/new-video-meidastouch-presents-trumpkillstexas-74612
[22] https://thedailyedge.substack.com/p/mass-murder-on-a-national-scale

Top URLs in Tweet in G3:
[19] https://twitter.com/dylanmsmitty/status/1288227589287546882
[17] https://twitter.com/adamparkhomenko/status/1288110386323963906
[15] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[14] https://twitter.com/realdonaldtrump/status/1287880895051907072
[11] https://secure.actblue.com/donate/meidastouchtx?refcode=7.28.aptrending4&amount=20.20
[4] https://twitter.com/tommy_lowell/status/1288061295791677440
[4] https://twitter.com/MeidasTouch/status/1288093158585151494
[3] https://twitter.com/lindyli/status/1288140781962829824
[3] https://twitter.com/TheDemCoalition/status/1288091930631507971
[2] http://www.badseedbook.com/watch

Top URLs in Tweet in G4:
[92] https://twitter.com/dylanmsmitty/status/1288227589287546882
[3] https://twitter.com/meidastouch/status/1288081774841561088
[3] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[2] https://twitter.com/johncusack/status/1288282573244899329
[2] https://twitter.com/realdonaldtrump/status/1287880895051907072
[2] https://twitter.com/MeidasTouch/status/1288118577137033221
[2] https://twitter.com/meidastouch/status/1288100808744042499
[1] https://twitter.com/meidastouch/status/1288233217581965313
[1] https://thedailyedge.substack.com/p/mass-murder-on-a-national-scale
[1] https://twitter.com/tommy_lowell/status/1288061295791677440

Top URLs in Tweet in G5:
[17] https://twitter.com/thedemcoalition/status/1288091930631507971
[16] https://twitter.com/dylanmsmitty/status/1288227589287546882
[6] https://twitter.com/TheDemCoalition/status/1288091930631507971
[6] https://twitter.com/Gdad1/status/1288196607842881537
[5] https://twitter.com/realdonaldtrump/status/1287880895051907072
[3] https://twitter.com/adamparkhomenko/status/1288110386323963906
[2] https://twitter.com/richardhine/status/1288147434816888834
[2] https://thedailyedge.substack.com/p/trumps-nursing-home-negligence
[1] https://twitter.com/MeidasTouch/status/1288081774841561088
[1] https://twitter.com/micheledaae/status/1288268396392517632

Top URLs in Tweet in G6:
[883] https://twitter.com/thedemcoalition/status/1288091930631507971
[46] https://twitter.com/MeidasTouch/status/1288118577137033221?s=20
[29] https://republicanfund.com/campaign1/james-p-bradley-for-congress
[24] https://twitter.com/dylanmsmitty/status/1288227589287546882
[8] https://twitter.com/realdonaldtrump/status/1287880895051907072
[7] https://twitter.com/bill_maxwell_/status/1288134053573476353
[5] https://twitter.com/meidastouch/status/1288081774841561088
[3] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[3] https://twitter.com/meidastouch/status/1288093158585151494
[3] https://twitter.com/adamparkhomenko/status/1288110386323963906

Top URLs in Tweet in G7:
[86] https://twitter.com/adamparkhomenko/status/1288110386323963906
[60] https://twitter.com/AdamParkhomenko/status/1288110386323963906
[41] https://twitter.com/tedlieu/status/1288127740676210691
[29] https://twitter.com/thedemcoalition/status/1288091930631507971
[24] https://twitter.com/meidastouch/status/1288093158585151494
[23] https://twitter.com/MeidasTouch/status/1288093158585151494
[22] https://twitter.com/meidastouch/status/1288081774841561088
[20] https://twitter.com/TheDemCoalition/status/1288091930631507971
[20] https://twitter.com/lindyli/status/1288140781962829824
[14] https://twitter.com/MeidasTouch/status/1288081774841561088

Top URLs in Tweet in G8:
[109] https://twitter.com/thedemcoalition/status/1288091930631507971
[27] https://twitter.com/dylanmsmitty/status/1288227589287546882
[5] https://twitter.com/realdonaldtrump/status/1287880895051907072
[3] https://twitter.com/adamparkhomenko/status/1288110386323963906
[3] https://twitter.com/ReallyAmerican1/status/1288137901247627268
[2] https://secure.actblue.com/donate/meidastouchtx?refcode=7.28.aptrending4&amount=20.20
[1] https://twitter.com/lindyli/status/1288140781962829824
[1] https://twitter.com/tommy_lowell/status/1288061295791677440
[1] http://www.badseedbook.com/watch
[1] https://hillreporter.com/new-video-meidastouch-presents-trumpkillstexas-74612?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[39] https://twitter.com/meidastouch/status/1288118577137033221
[20] https://twitter.com/MeidasTouch/status/1288081774841561088
[16] https://twitter.com/meidastouch/status/1288081774841561088
[14] https://twitter.com/thedemcoalition/status/1288091930631507971
[11] https://twitter.com/dylanmsmitty/status/1288227589287546882
[7] https://twitter.com/realdonaldtrump/status/1287880895051907072
[5] https://www.youtube.com/watch?v=Ojh_alyyVR8&feature=youtu.be

[5] https://www.instagram.com/p/CDL1tDVnF8b/?igshid=s7mw1n1s5ja5
[5] https://www.facebook.com/104614641200137/posts/155677552760512/?vh=e&d=n
[5] https://m.tiktok.com/v/6854514507339861254.html?_d=secCgsIARCbDRgBIAIoARI%2BCjzzBvL0X9rCeKfvz5BUc3oOZisDiTagp0vg7w9g35DZyM5rRETLU7D%2Fidvg5PCPsz59AIIHlCdPERej9u0aAA%3D%3D&language=en&preview_pb=0&share_item_id=6854514507339861254×tamp=1595941034&tt_from=copy&u_code=dbg40eclkah198&user_id=6808945376549962758&utm_campaign=client_share&utm_medium=ios&utm_source=copy

Top URLs in Tweet in G10:
[17] https://twitter.com/AdamParkhomenko/status/1288102111524327424
[12] https://twitter.com/ResisterSis20/status/1288091049118883841
[9] https://twitter.com/dylanmsmitty/status/1288227589287546882
[8] https://twitter.com/meidastouch/status/1288081774841561088
[8] https://twitter.com/thedemcoalition/status/1288091930631507971
[7] https://twitter.com/tedlieu/status/1288127740676210691
[2] http://www.badseedbook.com/watch
[2] https://twitter.com/tommy_lowell/status/1288061295791677440
[2] https://www.youtube.com/watch?v=Ojh_alyyVR8&feature=youtu.be

[1] https://twitter.com/realdonaldtrump/status/1287880895051907072

Top Domains
Top Domains in Tweet in Entire Graph:
[3755] twitter.com
[172] badseedbook.com
[69] substack.com
[69] hillreporter.com
[56] youtube.com
[29] republicanfund.com
[25] actblue.com
[16] newsweek.com
[9] politico.com
[8] instagram.com

Top Domains in Tweet in G1:
[775] twitter.com
[36] hillreporter.com
[21] youtube.com
[3] texastribune.org
[2] badseedbook.com
[2] substack.com
[1] instagram.com
[1] facebook.com
[1] tiktok.com
[1] actblue.com

Top Domains in Tweet in G2:
[500] twitter.com
[164] badseedbook.com
[60] substack.com
[28] hillreporter.com
[16] newsweek.com
[16] youtube.com
[9] politico.com
[7] actblue.com
[3] go.com
[3] msnbc.com

Top Domains in Tweet in G3:
[102] twitter.com
[11] actblue.com
[2] badseedbook.com
[2] youtube.com
[1] substack.com

Top Domains in Tweet in G4:
[118] twitter.com
[2] substack.com

Top Domains in Tweet in G5:
[63] twitter.com
[2] substack.com
[1] hillreporter.com
[1] badseedbook.com

Top Domains in Tweet in G6:
[998] twitter.com
[29] republicanfund.com

Top Domains in Tweet in G7:
[492] twitter.com
[3] youtube.com
[2] fiverr.com
[1] instagram.com
[1] reuters.com
[1] apple.news
[1] nytimes.com
[1] medium.com
[1] tiktok.com

Top Domains in Tweet in G8:
[152] twitter.com
[2] actblue.com
[1] badseedbook.com
[1] hillreporter.com
[1] youtube.com
[1] substack.com

Top Domains in Tweet in G9:
[128] twitter.com
[5] youtube.com
[5] instagram.com
[5] facebook.com
[5] tiktok.com
[4] actblue.com
[1] substack.com
[1] hillreporter.com

Top Domains in Tweet in G10:
[65] twitter.com
[2] badseedbook.com
[2] youtube.com
[1] hillreporter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19043] trumpkillstexas
[1419] dumptrump
[268] trumpestamatandotexas
[266] barrhearing
[254] lyingtrump
[248] covid19
[204] trumpvirus
[189] trumpkillsamericans
[183] thepresidentisacrybaby
[175] tuesdayvibes



Top Hashtags in Tweet in G1:
[5688] trumpkillstexas
[195] trumpestamatandotexas
[79] dumptrump
[39] trumpkillsamericans
[32] trumpvirus
[30] trumpkillsflorida
[22] trumpisacrybaby
[20] trumplethinskin
[13] trumpkillsustroops
[12] trumphateswomen

Top Hashtags in Tweet in G2:
[4193] trumpkillstexas
[240] barrhearing
[190] lyingtrump
[164] theblamegame
[164] thepresidentisacrybaby
[164] tuesdayvibes
[127] texas
[121] covid19
[90] impeachbarr
[79] coronavirus

Top Hashtags in Tweet in G3:
[1943] trumpkillstexas
[30] trumpkillsamericans
[18] trumpkillsflorida
[8] trumpvirus
[8] whyidontliketrump
[6] trumpestamatandotexas
[5] trumpkillsus
[5] abbottfailedtexas
[5] trumpkillsamerica
[4] lyingtrump

Top Hashtags in Tweet in G4:
[1493] trumpkillstexas
[1184] dumptrump
[15] trumpestamatandotexas
[6] trumpkillsamericans
[4] trumpkillstexans
[4] trumpkillsustroops
[4] covid19
[4] wearadamnmask
[4] barrhearing
[4] trumpthreatensamerica

Top Hashtags in Tweet in G5:
[1225] trumpkillstexas
[16] dumptrump
[6] meidastouch
[5] trumpestamatandotexas
[3] trumpkillsflorida
[3] trumpkillsamericans
[3] trumpvirus
[3] trumpplague
[3] turntexasblue
[3] abbottfailedtexas

Top Hashtags in Tweet in G6:
[1366] trumpkillstexas
[46] coronavirus
[19] dumptrump
[7] trumpkillsamerica
[4] impeachbarr
[4] barrhearing
[3] everythingtrumptouchesdies
[3] trumpestamatandotexas
[2] fliptexasblue
[2] trumpvirus

Top Hashtags in Tweet in G7:
[667] trumpkillstexas
[34] trumpkillsamericans
[33] trumpkillsflorida
[16] trumpvirus
[13] trumpkillsamerica
[13] trumplethinskin
[11] trumpisacrybaby
[11] trumpforprison2020
[8] trumpkillsus
[6] whyidontliketrump

Top Hashtags in Tweet in G8:
[702] trumpkillstexas
[89] usa
[54] abbottfailedtexas
[52] stayathome
[20] dumptrump
[7] trumpestamatandotexas
[6] trumpvirus
[6] barrhearing
[5] impeachbarr
[3] trumphasnocredibility

Top Hashtags in Tweet in G9:
[463] trumpkillstexas
[34] meidasmighty
[17] abbottfailedtexas
[15] wtpblue
[13] dumptrump
[12] votejoebidentosaveamerica
[12] onev1
[11] desantiskilledfloridians4trump
[9] covid19
[8] wallagainsttrump

Top Hashtags in Tweet in G10:
[405] trumpkillstexas
[82] creepytrump
[80] covid19
[23] freshtweets
[17] onev1
[17] trumpvirus
[11] votebluetosaveamerica
[11] dems4usa
[10] retweet
[10] rt

Top Words
Top Words in Tweet in Entire Graph:
[19068] #trumpkillstexas
[8369] texas
[7103] trump
[3650] trending
[2932] hashtag
[2876] country
[2327] reply
[2279] 000
[2275] one
[2206] meidastouch

Top Words in Tweet in G1:
[5698] #trumpkillstexas
[3427] trump
[2641] texas
[1698] video
[1687] 000
[1684] retweets
[1684] hour
[1671] one
[1666] need
[1663] blood

Top Words in Tweet in G2:
[4208] #trumpkillstexas
[1965] texas
[1946] trump
[568] literally
[504] wide
[485] meidastouch
[451] spread
[435] far
[434] gem
[414] death

Top Words in Tweet in G3:
[1943] #trumpkillstexas
[1351] reply
[1323] trending
[1303] country
[1284] hashtag
[1283] see
[1282] number
[1280] retweet
[1279] four
[1279] please

Top Words in Tweet in G4:
[2450] texas
[1493] #trumpkillstexas
[1184] #dumptrump
[1181] fuck
[1178] donald
[1178] fucked
[1178] don
[99] trump
[87] take
[87] texan

Top Words in Tweet in G5:
[1225] #trumpkillstexas
[999] hashtag
[978] trump's
[977] make
[976] angry
[975] going
[975] livid
[119] texas
[83] trump
[46] reply

Top Words in Tweet in G6:
[1366] #trumpkillstexas
[914] good
[913] ad
[912] quite
[278] big
[183] hashtag
[172] texas
[142] gov
[138] trump's
[138] going

Top Words in Tweet in G7:
[667] #trumpkillstexas
[34] #trumpkillsamericans
[33] #trumpkillsflorida
[31] texas
[21] trump
[16] #trumpvirus
[14] people
[13] #trumpkillsamerica
[13] #trumplethinskin
[11] #trumpisacrybaby

Top Words in Tweet in G8:
[705] trump
[702] #trumpkillstexas
[442] amp
[411] texans
[204] kill
[199] republicans
[198] abbott
[198] covid
[198] leadership
[197] die

Top Words in Tweet in G9:
[463] #trumpkillstexas
[259] trump
[252] texas
[113] don
[110] texans
[94] state
[91] fight
[88] mess
[88] picked
[88] wrong

Top Words in Tweet in G10:
[405] #trumpkillstexas
[202] texas
[128] goes
[124] die
[122] home
[87] pass
[82] #creepytrump
[80] set
[80] panel
[80] decide

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2949] #trumpkillstexas,trending
[2398] texas,#trumpkillstexas
[2089] blood,hands
[2086] trump,blood
[2071] hands,texas
[2007] 000,retweets
[1987] video,trump
[1964] texas,need
[1964] need,000
[1964] retweets,one

Top Word Pairs in Tweet in G1:
[1684] 000,retweets
[1662] video,trump
[1662] trump,blood
[1662] blood,hands
[1662] hands,texas
[1660] texas,need
[1660] need,000
[1660] retweets,one
[1660] one,hour
[1660] hour,#trumpkillstexas

Top Word Pairs in Tweet in G2:
[898] texas,#trumpkillstexas
[435] far,wide
[434] spread,gem
[434] gem,far
[434] wide,#trumpkillstexas
[396] trump,literally
[396] literally,killin'
[335] deep,heart
[335] heart,texas
[246] demon,sperm

Top Word Pairs in Tweet in G3:
[1321] #trumpkillstexas,trending
[1279] trending,number
[1279] number,four
[1279] four,country
[1279] country,please
[1279] please,retweet
[1279] retweet,reply
[1279] reply,hashtag
[1279] hashtag,tweet
[1278] see,#trumpkillstexas

Top Word Pairs in Tweet in G4:
[1205] texas,#trumpkillstexas
[1184] #trumpkillstexas,#dumptrump
[1178] donald,fucked
[1178] fucked,texas
[1178] texas,don
[1178] don,fuck
[1178] fuck,texas
[87] take,texan
[87] texan,#trumpkillstexas
[40] video,trump

Top Word Pairs in Tweet in G5:
[975] trump's,going
[975] going,livid
[975] livid,hashtag
[975] hashtag,make
[975] make,angry
[975] angry,#trumpkillstexas
[42] #trumpkillstexas,trending
[41] video,trump
[41] trump,blood
[41] blood,hands

Top Word Pairs in Tweet in G6:
[912] quite,good
[883] #trumpkillstexas,ad
[883] ad,quite
[138] trump's,going
[138] going,livid
[138] livid,hashtag
[138] hashtag,make
[138] make,angry
[138] angry,#trumpkillstexas
[67] #trumpkillstexas,trending

Top Word Pairs in Tweet in G7:
[24] #trumpkillstexas,#trumpkillsflorida
[19] #trumpkillstexas,#trumpkillsamericans
[11] #trumpforprison2020,#trumpkillstexas
[8] #trumpkillsflorida,#trumpkillsamericans
[6] #trumpkillstexas,#trumpkillstexas
[6] #trumpkillstexas,trending
[6] #trumpkillstexas,#trumpkillsamerica
[6] #trumpkillstexas,#trumpvirus
[6] #trumpkillsflorida,#trumpkillstexas
[6] #trumpkillstexas,amp

Top Word Pairs in Tweet in G8:
[196] failed,leadership
[195] abbott,took
[195] took,decisive
[195] decisive,action
[195] action,kill
[195] kill,texans
[195] texans,win
[195] win,trump
[195] trump,approval
[195] approval,handle

Top Word Pairs in Tweet in G9:
[88] don,mess
[88] mess,texas
[88] texas,trump
[88] trump,picked
[88] picked,fight
[88] fight,wrong
[88] wrong,state
[88] state,texans
[88] texans,remember
[88] remember,november

Top Word Pairs in Tweet in G10:
[140] #trumpkillstexas,#trumpkillstexas
[122] goes,home
[122] home,die
[80] texas,set
[80] set,panel
[80] panel,decide
[80] decide,goes
[80] die,#covid19
[80] #covid19,surges
[80] surges,#creepytrump

Top Replied-To
Top Replied-To in Entire Graph:
@meidastouch
@adamparkhomenko
@realdonaldtrump
@thedemcoalition
@funder
@whitehouse
@tedlieu
@realtuckfrumper
@fred_guttenberg
@lindyli

Top Replied-To in G1:
@meidastouch
@realdonaldtrump
@adamparkhomenko
@lindyli
@johncusack
@liddlesavages
@realgigiwilson
@cdnsmokeater
@blue_texas2020
@joebiden

Top Replied-To in G2:
@meidastouch
@realdonaldtrump
@adamparkhomenko
@funder
@thedemcoalition
@whitehouse
@realtuckfrumper
@thehill
@realwtl
@loudobbs

Top Replied-To in G3:
@adamparkhomenko
@meidastouch
@realdonaldtrump
@giandoh
@surecantpickem
@veeroom
@djthurtsmybrain
@craig_r_perkins
@reallyamerican1
@therickwilson

Top Replied-To in G4:
@dylanmsmitty
@meidastouch
@pattykvilla
@realdonaldtrump
@tommy_lowell
@adamparkhomenko
@abc
@andreagrimes

Top Replied-To in G5:
@thedemcoalition
@meidastouch
@adamparkhomenko
@rabble_rousing
@realdonaldtrump

Top Replied-To in G6:
@tedlieu
@meidastouch
@adamparkhomenko
@chingobling
@thedemcoalition
@realdonaldtrump

Top Replied-To in G8:
@welch_tx
@adamparkhomenko
@truthsovertrump
@meidastouch
@gunnergale
@jainiand2cats
@msnbc
@usatoday
@lindyli

Top Replied-To in G9:
@meidastouch
@adamparkhomenko
@bmeiselas
@j_mei21
@reallyamerican1
@realdonaldtrump

Top Replied-To in G10:
@resistersis20
@micheledaae
@eleven_films
@jpierni
@meidastouch

Top Mentioned
Top Mentioned in Entire Graph:
@meidastouch
@realdonaldtrump
@govabbott
@gop
@foxandfriends
@tedcruz
@johncornyn
@bradleycongress
@tedlieu
@gregabbott_tx

Top Mentioned in G1:
@meidastouch
@foxandfriends
@betoorourke
@texasdemocrats
@guitarcarr
@realdonaldtrump
@rosmommy
@blue_texas2020
@gregabbott_tx
@danpatrick

Top Mentioned in G2:
@meidastouch
@realdonaldtrump
@govabbott
@gop
@tedcruz
@johncornyn
@danpatrick
@gregabbott_tx
@whitehouse
@jim_jordan

Top Mentioned in G3:
@adamparkhomenko
@realdonaldtrump
@iag2u
@u3y4bde
@meidastouch
@dougwise9
@nataliereid
@rubyrooblue
@rexchapman
@aprilgreen93

Top Mentioned in G4:
@meidastouch
@dylanmsmitty
@michaelrapaport
@gregabbott_tx

Top Mentioned in G5:
@teapainusa
@meidastouch
@thedemcoalition
@miriam2626
@marynlm
@justthetruthpac

Top Mentioned in G6:
@bradleycongress
@tedlieu
@meidastouch
@govabbott
@realdonaldchkn
@thedemcoalition
@funder
@violets4a

Top Mentioned in G8:
@meidastouch
@moodybluetears
@thedemcoalition
@joncoopertweets
@jonlemire

Top Mentioned in G9:
@meidastouch
@cnn
@bmeiselas
@j_mei21
@durrell62
@falsepoz
@jimohar

Top Mentioned in G10:
@meidastouch
@cubfan13241
@realtuckfrumper

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@dichristine
@monicasloves
@cagney1991
@kat4obama
@thepoliticalcat
@billm9
@manmet80
@sddphoto

Top Tweeters in G1:
@davemasters
@flipthescript8
@princessbravato
@ecclesias
@sylviaz1913
@girlzinger
@cherokeenative3
@joanisparkles
@fwdcrocblu
@davidpsdem

Top Tweeters in G2:
@missb62
@tomthunkitsmind
@sddphoto
@russelltim151
@joni_looking
@thehill
@astwisa
@wildwillow65
@greeeneyedwhwom
@riskyliberal

Top Tweeters in G3:
@dichristine
@bliadhnaichean
@kenkircher1
@kak089
@eddarrell
@lizditz
@carlyinnj
@safiyahnoor1
@familygrowing1
@beckyrae12345

Top Tweeters in G4:
@manmet80
@stockguy61
@mayirmamay14
@paulstewartii
@elknight20
@tyberzannxxxx
@tinamorphis
@pamcurtis4210
@joanbushur
@snw106

Top Tweeters in G5:
@betigulceylan
@jamestoupin
@theresamax
@bistycsross
@loulachat
@m5b1tch
@katys_old
@way2gosassy
@anneannapolis
@vmbritsch

Top Tweeters in G6:
@monicasloves
@cheezwitham
@beverly21811568
@carolynyadayada
@cblazblaz
@hockeyfangirl12
@rrnunez
@dappy_52
@enardavis1
@aliwojo19

Top Tweeters in G7:
@teetweetshere
@garden4u_wa
@linmp1031
@msdixiediva8253
@harryjoebanks34
@kg_franklin
@vjf6122
@lmo66olson
@thefinnigans
@lilyandlucasj

Top Tweeters in G8:
@cagney1991
@billm9
@rachel_mcrea
@geegeebythesea
@dovewoman1
@lawgirl318
@richrake
@virgiliocorrado
@rosiem1919
@janesepmeier

Top Tweeters in G9:
@marthalynneowe1
@kcolaizzo
@glpiman
@gyggy
@sheri_scary
@peri_gisele
@jmalco
@ceciliaannh
@dgrassmuck
@judy_classy

Top Tweeters in G10:
@kat4obama
@ewindham3
@wipapa5
@carstarr6
@amandanonumbers
@victoria_scherr
@detroit_rachel
@cubfan13241
@connie_rodeconn
@miraclesart


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