#RespectBiden, Twitter, 8/24/2021 4:41:01 PM, 260877


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#RespectBiden_2021-08-24_08-35-02.xlsx
#RespectBiden_2021-08-24_08-35-02.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 24, 2021
Short Description:
#RespectBiden via NodeXL https://bit.ly/3DhqIvK
@funder
@rpsagainsttrump
@reallyamerican1
@thedemcoalition
@grantstern
@meidastouch
@georgetakei
@joncoopertweets
@mckaylarosej
@katidid7

Top hashtags:
#respectbiden
#impeachbidenharrisnow
#impeachbiden

Description:
Description
The graph represents a network of 11,770 Twitter users whose recent tweets contained "#RespectBiden", 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 Tuesday, 24 August 2021 at 16:26 UTC.

The tweets in the network were tweeted over the 12-hour, 15-minute period from Tuesday, 24 August 2021 at 03:19 UTC to Tuesday, 24 August 2021 at 15:34 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 : 11770
Unique Edges : 18250
Edges With Duplicates : 4209
Total Edges : 22459
Number of Edge Types : 5
Retweet : 15249
Tweet : 1882
MentionsInRetweet : 2219
Replies to : 2412
Mentions : 697
Self-Loops : 1961
Reciprocated Vertex Pair Ratio : 0.00179503916449086
Reciprocated Edge Ratio : 0.00358364554487702
Connected Components : 800
Single-Vertex Connected Components : 633
Maximum Vertices in a Connected Component : 10703
Maximum Edges in a Connected Component : 21203
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.982082
Graph Density : 0.000132954445289322
Modularity : 0.584353
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,770 Twitter users whose recent tweets contained "#RespectBiden", 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 Tuesday, 24 August 2021 at 16:26 UTC.

The tweets in the network were tweeted over the 12-hour, 15-minute period from Tuesday, 24 August 2021 at 03:19 UTC to Tuesday, 24 August 2021 at 15:34 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 : #RespectBiden
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:
[4588] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[513] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[100] https://twitter.com/funder/status/1429867558702813192
[74] https://twitter.com/POTUS/status/1429909930279063554
[74] https://twitter.com/funder/status/1429819411460984838
[52] https://twitter.com/funder/status/1429894812572979205
[50] https://twitter.com/funder/status/1429992677932666882
[39] https://twitter.com/mmpadellan/status/1429869023328677893
[28] https://twitter.com/grantstern/status/1429867316754403335
[25] https://twitter.com/leakthompson/status/1429899136355155972

Top URLs in Tweet in G1:
[1632] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[308] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[36] https://twitter.com/funder/status/1429867558702813192
[23] https://twitter.com/POTUS/status/1429909930279063554
[14] https://podcasts.apple.com/us/podcast/alyssa-milano-sorry-not-sorry/id1460720864?i=1000532771239
[10] https://twitter.com/funder/status/1429894812572979205
[7] https://twitter.com/funder/status/1429819411460984838
[6] https://twitter.com/politics_pr/status/1430141229585420294
[4] https://twitter.com/grantstern/status/1429867316754403335
[4] https://twitter.com/funder/status/1429992677932666882

Top URLs in Tweet in G2:
[1054] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[88] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[32] https://twitter.com/POTUS/status/1429909930279063554
[13] https://thedailyedge.substack.com/p/the-biden-boom
[10] https://twitter.com/funder/status/1429894812572979205
[9] https://twitter.com/funder/status/1429867558702813192
[9] https://twitter.com/mehdirhasan/status/1429873308527435778
[8] https://www.msnbc.com/the-last-word/watch/lawrence-on-what-is-realistically-possible-in-an-evacuation-from-afghanistan-119315013510
[7] https://twitter.com/grantstern/status/1429867316754403335
[6] https://twitter.com/Meidas_Wendy/status/1429819345014870018

Top URLs in Tweet in G3:
[40] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[4] https://twitter.com/timjhogan/status/1429878491466682376
[2] https://twitter.com/rpsagainsttrump/status/1429915013842616328
[2] https://twitter.com/TheDemCoalition/status/1429923827136540677
[2] https://twitter.com/D_jeneration/status/1429879360497061896
[2] https://twitter.com/CBSNews/status/1326611922171654144
[2] https://twitter.com/funder/status/1429867558702813192
[2] https://twitter.com/RpsAgainstTrump/status/1429915013842616328
[2] https://twitter.com/funder/status/1429894812572979205
[2] https://twitter.com/scott45914091/status/1430022862476251167

Top URLs in Tweet in G4:
[10] https://twitter.com/funder/status/1429819411460984838
[8] https://www.youtube.com/watch?v=_AWg6GrbllQ&feature=youtu.be

[3] https://twitter.com/GeorgeTakei/status/1429853653624623109
[1] https://www.breitbart.com/news/un-rights-chief-warns-of-abuses-amid-talibans-afghan-blitz/
[1] https://twitter.com/mailonline/status/1429906412096864260
[1] https://twitter.com/RichardGrenell/status/1429868512013701129
[1] https://twitter.com/funder/status/1429992677932666882
[1] https://twitter.com/funder/status/1429894812572979205
[1] https://twitter.com/grantstern/status/1429922680724197378
[1] https://twitter.com/TheDemCoalition/status/1429923827136540677

Top URLs in Tweet in G5:
[49] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[2] https://twitter.com/ReallyAmerican1/status/1429893233870577665
[2] https://twitter.com/funder/status/1429867558702813192
[2] https://twitter.com/georgetakei/status/1429853653624623109
[2] https://twitter.com/reallyamerican1/status/1429893233870577665
[1] https://www.npr.org/2021/08/13/1027520899/afghanistan-humanitarian-crisis-un-agencies
[1] https://www.business-standard.com/article/current-affairs/grave-humanitarian-crisis-is-unfolding-in-afghanistan-says-india-at-unhrc-121082400866_1.html
[1] https://www.npr.org/sections/goatsandsoda/2021/08/19/1029000262/the-phone-call-that-made-an-afghan-woman-doctor-flee
[1] https://twitter.com/ResisterSis20/status/1429925903245660163
[1] https://twitter.com/ndeleo53/status/1430012526918471705

Top URLs in Tweet in G6:
[23] https://twitter.com/funder/status/1429867558702813192
[23] https://twitter.com/funder/status/1429819411460984838
[17] https://twitter.com/rpsagainsttrump/status/1429915013842616328
[17] https://twitter.com/funder/status/1429894812572979205
[13] https://twitter.com/funder/status/1429992677932666882
[12] https://twitter.com/djrothkopf/status/1430141869271523330
[10] https://twitter.com/chipfranklin/status/1429903748604780548
[9] https://twitter.com/ReallyAmerican1/status/1429893233870577665
[9] https://twitter.com/RpsAgainstTrump/status/1429915013842616328
[8] https://twitter.com/reallyamerican1/status/1429893233870577665

Top URLs in Tweet in G7:
[431] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[10] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[5] https://www.npr.org/2021/03/04/973604904/trumps-deal-to-end-war-in-afghanistan-leaves-biden-with-a-terrible-situation
[3] https://twitter.com/meidastouch/status/1429818619601457157
[3] https://twitter.com/funder/status/1429819411460984838
[2] https://twitter.com/funder/status/1429894812572979205
[2] https://www.forbes.com/sites/siladityaray/2020/11/02/trump-leaves-supporters-stranded-in-cold-weather-after-campaign-rally-once-again/?sh=3f8fd7b2169a
[1] https://twitter.com/mmpadellan/status/1430174318609276940
[1] https://twitter.com/chipfranklin/status/1429844256760516612
[1] https://twitter.com/HyperDF/status/1429996262737207298

Top URLs in Tweet in G8:
[500] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[13] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[5] https://twitter.com/POTUS/status/1429909930279063554
[5] https://twitter.com/reallyamerican1/status/1429893233870577665
[4] https://twitter.com/POTUS/status/1429953009191211018
[3] https://twitter.com/ReallyAmerican1/status/1429893233870577665
[2] https://www.usatoday.com/story/news/politics/2021/08/17/16-republicans-voted-against-special-visas-help-afghanistan-people/8163392002/
[1] https://twitter.com/wiziwiziw/status/1429919509373202434
[1] https://twitter.com/rpsagainsttrump/status/1429915013842616328
[1] https://twitter.com/grantstern/status/1429867316754403335

Top URLs in Tweet in G9:
[91] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[4] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[2] https://twitter.com/LepapillonBlu/status/1429871679342354438
[2] https://twitter.com/ReallyAmerican1/status/1429893233870577665
[2] https://twitter.com/funder/status/1429867558702813192
[2] https://twitter.com/funder/status/1429894812572979205
[1] https://twitter.com/POTUS/status/1429909930279063554
[1] https://twitter.com/funder/status/1429819411460984838
[1] https://twitter.com/funder/status/1429992677932666882
[1] https://twitter.com/TheDemCoalition/status/1429851770210201602

Top URLs in Tweet in G10:
[164] https://www.newsweek.com/stop-blaming-biden-afghanistan-hes-cleaning-trumps-mess-opinion-1622049
[20] https://www.ibtimes.com/joe-bidens-approval-rating-president-slides-new-lows-respectbiden-trends-twitter-3279361
[5] https://twitter.com/funder/status/1429894812572979205
[3] https://twitter.com/funder/status/1429867558702813192
[2] https://twitter.com/mmpadellan/status/1429869023328677893
[2] https://twitter.com/chipfranklin/status/1429903748604780548
[2] https://twitter.com/grantstern/status/1429867316754403335
[2] https://twitter.com/resistersis20/status/1429925903245660163
[2] https://twitter.com/POTUS/status/1429909930279063554
[2] https://twitter.com/GeorgeTakei/status/1429853653624623109

Top Domains
Top Domains in Tweet in Entire Graph:
[4592] newsweek.com
[1293] twitter.com
[513] ibtimes.com
[46] fiverr.com
[19] substack.com
[17] apple.com
[14] youtube.com
[9] msnbc.com
[9] cdnflair.com
[7] npr.org

Top Domains in Tweet in G1:
[1632] newsweek.com
[308] ibtimes.com
[155] twitter.com
[14] apple.com

Top Domains in Tweet in G2:
[1057] newsweek.com
[229] twitter.com
[88] ibtimes.com
[13] substack.com
[9] msnbc.com
[4] apple.news
[4] johnpavlovitz.com
[3] creator-spring.com
[2] 19thnews.org
[1] apple.com

Top Domains in Tweet in G3:
[40] newsweek.com
[27] twitter.com
[1] substack.com

Top Domains in Tweet in G4:
[19] twitter.com
[8] youtube.com
[1] breitbart.com

Top Domains in Tweet in G5:
[49] newsweek.com
[15] twitter.com
[2] npr.org
[1] business-standard.com
[1] ibtimes.com
[1] co.za

Top Domains in Tweet in G6:
[357] twitter.com
[13] fiverr.com
[8] newsweek.com
[6] amazon.com
[6] gumroad.com
[4] youtube.com
[3] defi-planet.com
[2] tophomeworkexpert.com
[2] redbubble.com
[2] botsentinel.com

Top Domains in Tweet in G7:
[431] newsweek.com
[25] twitter.com
[10] ibtimes.com
[5] npr.org
[2] forbes.com

Top Domains in Tweet in G8:
[500] newsweek.com
[25] twitter.com
[13] ibtimes.com
[2] usatoday.com
[1] apple.news

Top Domains in Tweet in G9:
[91] newsweek.com
[15] twitter.com
[4] ibtimes.com

Top Domains in Tweet in G10:
[164] newsweek.com
[29] twitter.com
[20] ibtimes.com
[1] thehill.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20411] respectbiden
[325] impeachbidenharrisnow
[324] impeachbiden
[230] bidenisadisgrace
[213] istandwithbiden
[183] afghanishtan
[177] psakibomb
[172] demvoice1
[110] onev1
[88] respectharris



Top Hashtags in Tweet in G1:
[3570] respectbiden
[24] istandwithbiden
[14] buildbackbetter
[10] mypresident
[5] afghanishtan
[5] psakibomb
[4] bidenismypresident
[4] presidentbiden
[4] votebluein22
[4] votefromabroad

Top Hashtags in Tweet in G2:
[4468] respectbiden
[118] istandwithbiden
[100] demvoice1
[75] respectharris
[64] freshvoicesrise
[50] onev1
[28] presidentbiden
[28] votebluein22
[28] votefromabroad
[28] demsabroad

Top Hashtags in Tweet in G3:
[1120] respectbiden
[50] afghanishtan
[3] presidentbiden
[3] votebluein22
[2] demvoice1
[2] evacuationsuccess
[1] freshvoicesrise
[1] istandwithbiden
[1] votefromabroad
[1] demsabroad

Top Hashtags in Tweet in G4:
[1362] respectbiden
[318] impeachbiden
[318] impeachbidenharrisnow
[210] bidenisadisgrace
[107] afghanishtan
[72] biden
[30] america
[16] fuckbiden
[6] disrespectbiden
[4] notmypresident

Top Hashtags in Tweet in G5:
[1032] respectbiden
[4] istandwithbiden
[3] taliban
[3] kabul
[3] afghanistanwomen
[3] militaryindustrialcomplex
[3] militarycontractors
[2] saveafghangirls
[2] afghanistancrisis
[2] afghanlivesmatter

Top Hashtags in Tweet in G6:
[768] respectbiden
[21] spidermannowayhometrailer
[16] bachelorinparadise
[16] joemustgo
[15] wweraw
[14] cratechallenge
[10] pfizer
[10] trumpisadisgrace
[10] putinspuppet
[9] webbanner

Top Hashtags in Tweet in G7:
[987] respectbiden
[22] istandwithbiden
[15] bidentellsthetruth
[13] tampa
[13] florida
[12] helpcameron
[6] cameronherrin
[5] mypresident
[5] isupportbiden
[4] bidendelivers

Top Hashtags in Tweet in G8:
[807] respectbiden
[2] afghanishtan
[2] demvoice1
[1] respectjoe
[1] mightyjoe
[1] stopblamingbiden
[1] stopblamingpresidentjoe
[1] stopitjuststop
[1] stopit
[1] mypresident

Top Hashtags in Tweet in G9:
[690] respectbiden
[10] demvoice1
[3] onev1
[1] isupportbiden

Top Hashtags in Tweet in G10:
[767] respectbiden
[9] standwithbiden
[6] presidentbiden
[5] tongueouttuesday
[2] afghanishtan
[2] screwtheorangeturd
[2] supportbiden
[1] istandwithbiden
[1] votebluetosaveyou
[1] psakibomb

Top Words
Top Words in Tweet in Entire Graph:
[20414] #respectbiden
[6013] president
[4741] biden
[3420] trending
[2377] trump
[2236] respect
[2213] war
[1912] afghanistan
[1899] #1
[1863] mess

Top Words in Tweet in G1:
[3569] #respectbiden
[1047] funder
[979] president
[834] biden
[821] support
[803] trending
[752] worldwide
[652] hashtag
[613] took
[598] trump

Top Words in Tweet in G2:
[4468] #respectbiden
[1200] biden
[984] president
[723] mess
[709] afghanistan
[553] trump
[499] cleaning
[464] funder
[437] stop
[421] trump's

Top Words in Tweet in G3:
[1120] #respectbiden
[913] president
[847] trending
[832] #1
[827] retweet
[824] respect
[823] united
[823] states
[129] people
[103] more

Top Words in Tweet in G4:
[1362] #respectbiden
[762] trending
[323] respect
[318] told
[318] twitter
[318] damage
[318] control
[318] #impeachbiden
[318] #impeachbidenharrisnow
[317] government

Top Words in Tweet in G5:
[1032] #respectbiden
[809] president
[749] war
[748] ending
[745] end
[740] bush
[739] multi
[739] trillion
[739] dollar
[739] forever

Top Words in Tweet in G6:
[767] #respectbiden
[69] biden
[50] respect
[38] president
[38] afghanistan
[34] trend
[28] mess
[25] americans
[23] people
[23] trump

Top Words in Tweet in G7:
[987] #respectbiden
[454] president
[445] biden
[414] trump
[407] doing
[407] everything
[400] mess
[388] administration
[387] led
[387] straight

Top Words in Tweet in G8:
[807] #respectbiden
[441] last
[362] end
[268] america
[248] trump
[236] administration
[233] took
[232] year
[232] 20
[227] 000

Top Words in Tweet in G9:
[690] #respectbiden
[376] making
[353] tough
[351] calls
[351] accepting
[351] responsibility
[351] leader
[351] ought
[118] president
[105] biden

Top Words in Tweet in G10:
[767] #respectbiden
[259] pass
[124] president
[62] war
[58] trending
[56] biden
[55] support
[46] end
[40] ending
[38] hashtag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3059] #respectbiden,trending
[2486] president,biden
[1889] trending,#1
[1487] #respectbiden,#respectbiden
[1475] respect,president
[1123] united,states
[1114] trump,administration
[1107] biden,doing
[1102] #respectbiden,ending
[1098] forever,war

Top Word Pairs in Tweet in G1:
[801] #respectbiden,trending
[517] support,president
[515] #respectbiden,support
[456] funder,#respectbiden
[454] trending,#9
[454] #9,worldwide
[352] hashtag,#respectbiden
[342] trending,#1
[326] president,biden
[308] 20,year

Top Word Pairs in Tweet in G2:
[700] #respectbiden,#respectbiden
[456] president,biden
[418] biden,afghanistan
[416] blaming,biden
[416] trump's,mess
[415] cleaning,trump's
[411] stop,blaming
[410] afghanistan,cleaning
[350] mess,#respectbiden
[232] funder,#respectbiden

Top Word Pairs in Tweet in G3:
[847] #respectbiden,trending
[832] trending,#1
[824] respect,president
[823] united,states
[822] #1,united
[822] states,retweet
[822] retweet,respect
[79] president,biden
[77] raise,hand
[77] people,#respectbiden

Top Word Pairs in Tweet in G4:
[434] #respectbiden,trending
[318] damage,control
[318] #impeachbiden,#impeachbidenharrisnow
[317] trending,government
[317] government,told
[317] told,twitter
[317] twitter,damage
[317] control,trending
[317] trending,#impeachbiden
[301] never,#respectbiden

Top Word Pairs in Tweet in G5:
[742] #respectbiden,ending
[739] ending,multi
[739] multi,trillion
[739] trillion,dollar
[739] dollar,forever
[739] forever,war
[739] war,president
[739] president,bush
[739] bush,end
[69] #respectbiden,trending

Top Word Pairs in Tweet in G6:
[17] #respectbiden,ass
[16] ass,respect
[16] respect,americans
[16] americans,afghanistan
[16] afghanistan,government
[16] government,exists
[16] exists,serve
[16] serve,abandon
[16] abandon,tweeps
[16] tweeps,media

Top Word Pairs in Tweet in G7:
[407] president,biden
[400] biden,doing
[388] trump,administration
[387] administration,led
[387] led,straight
[387] straight,mess
[387] mess,president
[387] doing,everything
[387] everything,#respectbiden
[261] #respectbiden,#respectbiden

Top Word Pairs in Tweet in G8:
[235] trump,administration
[219] end,last
[219] last,year
[219] year,trump
[219] administration,nearly
[219] nearly,11
[219] 11,000
[219] 000,visas
[219] visas,authorized
[219] authorized,afghans

Top Word Pairs in Tweet in G9:
[376] #respectbiden,making
[353] making,tough
[351] tough,calls
[351] calls,accepting
[351] accepting,responsibility
[351] responsibility,leader
[351] leader,ought
[53] #respectbiden,unfucking
[53] unfucking,everything
[53] everything,trump

Top Word Pairs in Tweet in G10:
[259] #respectbiden,pass
[58] #respectbiden,trending
[50] #respectbiden,#respectbiden
[36] trending,#1
[36] president,biden
[35] support,president
[35] #respectbiden,support
[35] #respectbiden,ending
[35] ending,multi
[35] multi,trillion

Top Replied-To
Top Replied-To in Entire Graph:
@funder
@resistersis20
@meidastouch
@joncoopertweets
@thedemcoalition
@agapelove28
@rpsagainsttrump
@reallyamerican1
@american2084
@grantstern

Top Replied-To in G1:
@funder
@thedemcoalition
@american2084
@hamillhimself
@davidmweissman
@i_am_lilithfair
@djrothkopf
@maddow
@grantstern
@leakthompson

Top Replied-To in G2:
@funder
@joncoopertweets
@agapelove28
@apoppabear
@gopleader
@senwarren
@meidastouch
@dhershiser
@grantstern
@whitehouse

Top Replied-To in G3:
@rpsagainsttrump
@funder
@demsabroad
@janeher85704025
@lindyli
@meidastouch

Top Replied-To in G4:
@hollybriden
@politicalmemes5
@bungarsargon
@cartoonsben
@lavern_spicer
@askirsch1
@kim74790442
@nickadamsinusa
@capeandcowell
@stefanantonino

Top Replied-To in G5:
@reallyamerican1
@funder
@mckaylarosej
@mmpadellan
@rpsagainsttrump
@dhershiser
@bradbeauregardj

Top Replied-To in G7:
@meidastouch
@funder
@repmtg
@kylegriffin1
@peterschorschfl
@thedemcoalition
@donwinslow
@grantstern
@jimsciutto
@reallizusa

Top Replied-To in G8:
@grantstern
@thedemcoalition
@funder
@stevebannonwh45
@donaldtrumpjra1
@ivankatrump
@nanaohcanada
@retirein2022
@earlofenough

Top Replied-To in G9:
@funder
@georgetakei
@amyathatcher
@garciatp2
@thedemcoalition
@jrubinblogger
@meidastouch
@agapelove28
@grantstern
@hkrassenstein

Top Replied-To in G10:
@lepapillonblu
@chipfranklin
@funder
@rudygiuliani
@fred_guttenberg
@meidastouch
@gop
@reallyamerican1
@georgetakei
@senpizzo

Top Mentioned
Top Mentioned in Entire Graph:
@funder
@thedemcoalition
@newsweek
@standforbetter
@potus
@joebiden
@chuckschumer
@appsame
@msnbc
@lawrence

Top Mentioned in G1:
@funder
@thedemcoalition
@newsweek
@potus
@gop
@calltoactivism
@standforbetter
@markosilberhand
@djrothkopf
@b52malmet

Top Mentioned in G2:
@thedemcoalition
@funder
@potus
@joebiden
@standforbetter
@msnbc
@lawrence
@newsweek
@nikkifried
@cnn

Top Mentioned in G3:
@lindyli
@rpsagainsttrump
@thedemcoalition
@potus
@vaskocathy
@funder
@hbsteelerfan
@clockspiral

Top Mentioned in G4:
@readealexandra
@funder
@kathyel12345
@chuckschumer
@appsame
@breitbartnews
@thedemocrats
@gutfeldfox

Top Mentioned in G5:
@potus
@standforbetter
@thedemcoalition
@lindyli
@funder
@williamdunnjr1

Top Mentioned in G6:
@zoe_essays

Top Mentioned in G7:
@govrondesantis
@meidastouch
@mailonline
@thedemcoalition
@meghanmdaily
@bmeiselas
@potus
@joncoopertweets
@flotus
@jrpsaki

Top Mentioned in G8:
@thedemcoalition
@funder
@grantstern
@kennethkortmann
@nuttytrump
@anrimaca100
@stormmela

Top Mentioned in G9:
@thedemcoalition
@funder

Top Mentioned in G10:
@thedemcoalition
@funder
@debramessing
@stevengordon_ca
@mjmria
@warnockwarrior
@standforbetter
@lsferguson
@rudygiuliani

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@robinsnewswire
@bella623
@monicasloves
@cagney1991
@kat4obama
@thereal_rebel
@inspiteoftrump
@manmet80
@sddphoto

Top Tweeters in G1:
@monicasloves
@kat4obama
@sandradunn1955
@wildwillow65
@allchanges
@mayirmamay14
@rhiles2760
@astwisa
@reagancbrown
@liverpotlian

Top Tweeters in G2:
@missb62
@inspiteoftrump
@manmet80
@sddphoto
@eykis
@lavenderblue27
@cblazblaz
@joanisparkles
@jayoung1892
@alllwftopic

Top Tweeters in G3:
@cagney1991
@micjojd
@deesbarbara
@courageousgirl2
@janattheocean
@inforenique
@dian_simplethin
@ceciliaannh
@americanwoman8
@sisterwriter

Top Tweeters in G4:
@wardj15
@b1e56df9ce6549f
@starcoreone02
@dianachic1
@riwired
@miamipapers
@latamfr
@ruffusmd
@bayareahausfrau
@melodijoy

Top Tweeters in G5:
@spencz1997
@mdjacksondallas
@gregmroscoe
@janet_yackle
@monicarivpin
@bndsnoopy
@victory1261
@zsarrina
@donnadiane1970
@zafarwestern

Top Tweeters in G6:
@spencerkarter
@slimpickens2916
@cscstars
@utopianindigent
@worldcitizenla
@mautarsha1
@ojodio_jodi
@1sparkyone
@kaliburger
@kmamabear03

Top Tweeters in G7:
@lechatnoire4
@drseid
@geostompx
@gradyslady
@stlhd100
@mailonline
@rileyruson
@swirlosquirrel
@geoff9cow
@pda3olives

Top Tweeters in G8:
@enrico056
@fieryreddragon
@dbble5
@criticalanglez
@orangeorchards
@pookoo_2000
@debratdmbg
@hypnocoach183
@fireworkbonnie
@msdixiediva8253

Top Tweeters in G9:
@robinsnewswire
@jeffreymeursing
@rrnunez
@pebblegreen2
@ethomas3915
@coupdtrump
@pkanagaratnam
@gailbriggs8
@nuriya4n
@now_justice

Top Tweeters in G10:
@pgrandee10
@margaritateresa
@rosiem1919
@bbkenn92
@clayreinabq
@rowaenthe
@mhai56
@annh1958
@thekoolcat01
@cinghsian


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