"@JoeBiden", Twitter, 1/6/2020 9:31:16 PM, 219847


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"@JoeBiden" Twitter NodeXL SNA Map and Report for Monday, 06 January 2020 at 21:05 UTC
"@JoeBiden" Twitter NodeXL SNA Map and Report for Monday, 06 January 2020 at 21:05 UTC
From:
Michael__Lieberman
Uploaded on:
January 06, 2020
Short Description:
"@JoeBiden" via NodeXL http://bit.ly/2FCgzxr
@joebiden
@chrislongview
@cher47
@junesummer1
@reginaa1981
@karheemh
@realdonaldtrump
@erica_butt
@liteseeker18
@pamnsc

Top hashtags:
#2020dem
#wevapewevote
#biden2020
#iacaucus
#quidprojoe
#teamjoe
#maga
#breaking

Description:
Description
The graph represents a network of 4,950 Twitter users whose recent tweets contained ""@JoeBiden"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 06 January 2020 at 21:06 UTC.

The tweets in the network were tweeted over the 1-hour, 13-minute period from Monday, 06 January 2020 at 19:51 UTC to Monday, 06 January 2020 at 21:05 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 : 4950
Unique Edges : 7550
Edges With Duplicates : 3630
Total Edges : 11180
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.00936928702010969
Reciprocated Edge Ratio : 0.0185646366311976
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 4950
Maximum Edges in a Connected Component : 11180
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.284071
Graph Density : 0.000360607489320361
Modularity : 0.480489
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,950 Twitter users whose recent tweets contained ""@JoeBiden"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Monday, 06 January 2020 at 21:06 UTC.

The tweets in the network were tweeted over the 1-hour, 13-minute period from Monday, 06 January 2020 at 19:51 UTC to Monday, 06 January 2020 at 21:05 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 : "@JoeBiden"
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Relationship
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://twitter.com/joshdcaplan/status/1214288772281581568
[11] https://twitter.com/realDonaldTrump/status/1213593975732527112?s=20
[10] https://twitter.com/TrumpWarRoom/status/1213199747315576832
[7] https://twitter.com/tcpigott/status/1214235327818272769
[7] https://twitter.com/gopaulblair/status/1214264334056116224
[7] https://www.foxbusiness.com/lifestyle/hunter-biden-linked-identity-theft-case-involving-deceased-brother
[6] https://youtu.be/SlK8QI9QqQc
[6] https://twitter.com/SenSchumer/status/210075770926796800?s=01
[6] http://www.monmouth.edu/polling-institute/reports/MonmouthPoll_US_010620
[5] https://www.wbur.org/hereandnow/2020/01/06/biden-sanders-iran-soleimani-iowa

Top URLs in Tweet in G1:
[12] https://twitter.com/joshdcaplan/status/1214288772281581568
[10] https://twitter.com/TrumpWarRoom/status/1213199747315576832
[9] https://twitter.com/realDonaldTrump/status/1213593975732527112?s=20
[7] https://twitter.com/tcpigott/status/1214235327818272769
[7] https://www.foxbusiness.com/lifestyle/hunter-biden-linked-identity-theft-case-involving-deceased-brother
[5] https://www.wbur.org/hereandnow/2020/01/06/biden-sanders-iran-soleimani-iowa
[5] https://twitter.com/michaelbeatty3/status/1214184582985027584
[4] https://www.9news.com.au/national/nsw-police-catch-24-people-alleged-deliberate-started-bushfires/acdeff0c-88c3-4801-b3b1-5d6c3bd22480
[4] https://youtu.be/SlK8QI9QqQc
[3] https://fxn.ws/2sRiICr

Top URLs in Tweet in G2:
[3] https://twitter.com/JanetTxBlessed/status/1214232304656297984
[2] https://twitter.com/BuzzPatterson/status/1214278950840463360?s=20
[2] https://twitter.com/DonWinslow16
[2] https://twitter.com/michaelbeatty3/status/1214196888641007621
[2] https://twitter.com/trumpwarroom/status/1214000152677158912
[2] https://twitter.com/IsraelUSAforevr/status/1213566667030175744
[1] https://twitter.com/RepAdamSchiff/status/1214276758612123655
[1] https://twitter.com/MichaelJFell/status/1214289312969302017
[1] https://twitter.com/RepDougCollins/status/1214269355342598144?s=20
[1] https://twitter.com/T_S_P_O_O_K_Y/status/1214248359692849154?s=20

Top URLs in Tweet in G3:
[5] http://www.monmouth.edu/polling-institute/reports/MonmouthPoll_US_010620
[1] https://twitter.com/berniesanders/status/1213956122777915392
[1] https://twitter.com/meaganmday/status/1214239668562100224
[1] https://www.vice.com/en_us/article/n7jvgq/joe-biden-and-bernie-sanders-reveal-they-know-nothing-about-vaping
[1] https://twitter.com/scottsantens/status/1214197661231910915
[1] https://twitter.com/CNN/status/1214182361535066116
[1] https://docs.google.com/spreadsheets/d/19ZoFbnWQhRwIU3IzUMLfQUXsZD92JXP6xpnZAauxMV4/edit?fbclid=IwAR2s19UAKxxnuwYk2AEtGkx3pYXHdAmsjrBu0ycEmBmg0gFRZrzwvyJjtRA
[1] http://nymag.com/intelligencer/2020/01/aoc-first-year-in-washington.html
[1] https://twitter.com/PJMedia_com/status/1212986843022733312
[1] https://twitter.com/SuckMyMod/status/1214287600875233280

Top URLs in Tweet in G4:
[2] https://digital.olivesoftware.com/Olive/ODN/PostCourier/shared/ShowArticle.aspx?doc=POCO%2F2020%2F01%2F06&entity=Ar00304&sk=87F4E2EB&mode=text
[2] https://twitter.com/cristobaljalex/status/1214219694145708032
[2] https://www.theage.com.au/national/victoria/bushfire-scientist-david-packham-warns-of-huge-blaze-threat-urges-increase-in-fuel-reduction-burns-20150312-14259h.html
[2] https://www.texastribune.org/2020/01/06/joe-biden-endorses-eliz-markowitz-battleground-texas-house-race/
[1] https://www.postandcourier.com/news/joe-biden-wins-sought-after-endorsement-in-sc-democratic-primary/article_470085b0-2ff8-11ea-abc4-e724d3485f6a.html
[1] https://twitter.com/kapsi1911/status/1214280511834734598
[1] https://twitter.com/aedwardslevy/status/1214215213895102465
[1] https://twitter.com/KimpsonForSC/status/1214266025182728192
[1] https://twitter.com/mikememoli/status/1213977114686431232
[1] https://www.wmur.com/article/former-us-sen-humphrey-among-100-members-of-nh-independents-for-biden-coalition/30408446

Top URLs in Tweet in G5:
[3] https://twitter.com/meaganmday/status/1214239668562100224
[1] http://www.monmouth.edu/polling-institute/reports/MonmouthPoll_US_010620
[1] https://twitter.com/JoeBiden/status/1214267892482469888
[1] https://www.washingtonpost.com/opinions/2020/01/06/media-finally-discovered-biden/#click=https://t.co/uUQY6VOjrJ
[1] https://politi.co/37JL5kV
[1] https://nym.ag/36wXxnG
[1] https://berniesanders.com/issues/responsible-foreign-policy/
[1] https://berniesanders.com/issues/fair-trade/
[1] https://twitter.com/TimRunsHisMouth/status/1213649366210232322
[1] https://hotair.com/archives/ed-morrissey/2020/01/06/aoc-universe-biden-party/

Top URLs in Tweet in G6:
[6] https://twitter.com/SenSchumer/status/210075770926796800?s=01
[4] https://www.nytimes.com/2011/03/22/world/africa/22powers.html?mtrref=www.google.com&gwh=7D4F528DE862651DD95A221A52E2D6FB&gwt=pay&assetType=REGIWALL
[4] https://www.latimes.com/projects/la-na-pol-obama-at-war/
[1] https://twitter.com/whitehouse/status/1214245999595704321
[1] https://twitter.com/18orlessplz/status/1214268908653469699
[1] https://twitter.com/higgins_ke/status/1214269014278639616
[1] https://www.google.com/amp/s/amp.theatlantic.com/amp/article/598360/
[1] https://www.cnbc.com/2019/12/06/us-nonfarm-payrolls-november-2019.html

Top URLs in Tweet in G7:
[1] https://politi.co/39MHe8C

Top URLs in Tweet in G8:
[3] https://twitter.com/shaunking/status/1213984516274044928
[1] https://www.cnn.com/2020/01/06/politics/fact-check-biden-iraq-war-repeat-iowa/index.html
[1] https://twitter.com/BrettScr1/status/1214271531943104515
[1] https://twitter.com/D_jeneration/status/1214247347561148416

Top URLs in Tweet in G9:
[1] https://twitter.com/leeleemunster/status/1214288716639784960
[1] https://twitter.com/betomedia/status/1213569900549156865

Top Domains
Top Domains in Tweet in Entire Graph:
[251] twitter.com
[9] youtu.be
[9] foxbusiness.com
[8] com.au
[7] cnn.com
[7] youtube.com
[6] monmouth.edu
[5] wbur.org
[5] latimes.com
[4] nytimes.com

Top Domains in Tweet in G1:
[124] twitter.com
[8] foxbusiness.com
[5] wbur.org
[5] youtu.be
[4] com.au
[3] fxn.ws
[3] politico.com
[3] cnn.com
[3] theblaze.com
[2] bloomberg.com

Top Domains in Tweet in G2:
[43] twitter.com
[2] cnn.com
[2] youtube.com
[2] bit.ly
[2] thegatewaypundit.com
[1] gellerreport.com
[1] time.com
[1] soooooo.you
[1] vice.com
[1] theguardian.com

Top Domains in Tweet in G3:
[37] twitter.com
[5] monmouth.edu
[3] youtube.com
[3] youtu.be
[1] vice.com
[1] google.com
[1] nymag.com
[1] liberalmalcontent.com
[1] wsj.com
[1] texastribune.org

Top Domains in Tweet in G4:
[11] twitter.com
[4] com.au
[3] texastribune.org
[2] olivesoftware.com
[1] postandcourier.com
[1] wmur.com
[1] joe.link
[1] thestate.com
[1] theguardian.com
[1] mediabiasfactcheck.com

Top Domains in Tweet in G5:
[6] twitter.com
[2] berniesanders.com
[1] monmouth.edu
[1] washingtonpost.com
[1] politi.co
[1] nym.ag
[1] hotair.com
[1] google.com
[1] nypost.com

Top Domains in Tweet in G6:
[9] twitter.com
[4] nytimes.com
[4] latimes.com
[1] google.com
[1] cnbc.com

Top Domains in Tweet in G7:
[1] politi.co

Top Domains in Tweet in G8:
[5] twitter.com
[1] cnn.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] 2020dem
[19] wevapewevote
[18] biden2020
[13] iacaucus
[13] quidprojoe
[13] teamjoe
[13] maga
[12] breaking
[10] trump2020
[10] joe2020



Top Hashtags in Tweet in G1:
[10] iacaucus
[9] elections2020
[8] obamacare
[7] maga
[6] whereshunter
[6] quidprojoe
[6] biden2020
[5] corrupt
[5] joebiden
[4] aoc

Top Hashtags in Tweet in G2:
[7] trump2020
[6] wevapewevote
[5] maga
[4] democraticparty
[4] scotus
[3] quidprojoe
[3] impotus45
[3] democrat
[3] thecareerpolitician
[2] spaceforce

Top Hashtags in Tweet in G3:
[72] 2020dem
[9] breaking
[5] wevapewevote
[4] racist
[4] biden
[2] yanggang
[2] s
[2] pollthepeople
[2] decisison2020
[2] healthcare

Top Hashtags in Tweet in G4:
[6] txlege
[4] biden2020
[4] teamjoe
[3] democratic
[2] iacaucus
[2] joebiden
[2] biden
[2] hd28
[1] sc2020
[1] voteyourvalues

Top Hashtags in Tweet in G5:
[2] biden2020
[1] 2020dem
[1] communist
[1] enlightenedcentrism
[1] dnc
[1] dccc
[1] republicanlite
[1] neverbernie
[1] theresistance
[1] themajority

Top Hashtags in Tweet in G6:
[3] trumplandslidevictory2020
[1] america
[1] iran
[1] magaforever
[1] cult45
[1] presidentsanders
[1] quidprojoe
[1] yanggang
[1] yang2020
[1] trump2020

Top Hashtags in Tweet in G7:
[2] khive
[1] biden2020

Top Hashtags in Tweet in G8:
[1] iraqwarlies
[1] iranwarlies
[1] dropout
[1] gottogo
[1] bidenharris2020
[1] biden2020

Top Hashtags in Tweet in G9:
[1] hunterbiden

Top Hashtags in Tweet in G10:
[1] crooks

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[161903] Non-categorized Words
[161903] Total Words
[3951] war
[3254] without
[3214] take
[3111] joebiden
[2131] donald

Top Words in Tweet in G1:
[3693] war
[3149] without
[3060] take
[2046] donald
[1957] american
[1849] trump
[1707] president
[1678] iran
[1618] people
[1614] nation

Top Words in Tweet in G2:
[411] joebiden
[181] realdonaldtrump
[107] speakerpelosi
[81] amp
[77] hillaryclinton
[69] trump
[63] war
[61] barackobama
[55] s
[54] t

Top Words in Tweet in G3:
[392] joebiden
[225] berniesanders
[209] ewarren
[201] petebuttigieg
[113] amyklobuchar
[102] voters
[94] candidate
[84] mikebloomberg
[80] poll
[77] choice

Top Words in Tweet in G4:
[274] joebiden
[160] texas
[109] supporting
[76] help
[71] betoorourke
[66] s
[63] great
[62] biden
[61] join
[61] candidate

Top Words in Tweet in G5:
[164] joebiden
[148] aoc
[75] freedlander
[64] party
[57] isaacdovere
[31] country
[31] same
[28] politico
[23] america
[23] biden

Top Words in Tweet in G6:
[224] joebiden
[51] thejtlewis
[50] war
[41] trump
[38] s
[26] president
[25] people
[24] obama
[19] 18orlessplz
[18] biden

Top Words in Tweet in G7:
[16] joebiden
[6] chrislongview
[5] amp
[5] s
[4] support
[4] friend
[4] mel_ankoly
[4] bidenforce
[4] tify330
[4] 6perch

Top Words in Tweet in G8:
[29] joebiden
[20] shaunking
[9] nominee
[8] iraq
[7] biden
[7] trump
[7] stop
[6] vote
[6] question
[5] voted

Top Words in Tweet in G9:
[9] joebiden
[8] drbiden
[4] run
[4] here
[4] s
[4] vp
[4] teamjoe
[4] teambeto
[4] betoorourke
[4] 4abetousa

Top Words in Tweet in G10:
[18] joebiden
[12] best
[7] kennedynation
[7] melissaafrancis
[7] harrisfaulkner
[7] outnumberedfnc
[7] thehill
[6] claims
[6] s
[6] prepared

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1739] donald,trump
[1630] american,people
[1591] without,congressional
[1584] war,iran
[1584] congressional,approval
[1583] let's,clear
[1562] take,war
[1562] informed,consent
[1560] president,never
[1558] clear,donald

Top Word Pairs in Tweet in G1:
[1670] donald,trump
[1567] american,people
[1546] without,congressional
[1534] congressional,approval
[1532] let's,clear
[1532] war,iran
[1519] take,war
[1519] informed,consent
[1517] clear,donald
[1517] consent,american

Top Word Pairs in Tweet in G2:
[36] joebiden,hillaryclinton
[29] joebiden,realdonaldtrump
[27] barackobama,joebiden
[24] potus,realdonaldtrump
[23] american,people
[22] im,literally
[22] literally,lmaoooo
[22] lmaoooo,tomshillue
[22] tomshillue,win
[22] win,oscar

Top Word Pairs in Tweet in G3:
[72] national,poll
[72] poll,#2020dem
[72] #2020dem,candidate
[72] candidate,choice
[72] choice,dem
[72] dem,voters
[72] voters,prioritize
[46] joebiden,berniesanders
[42] ewarren,joebiden
[40] joebiden,petebuttigieg

Top Word Pairs in Tweet in G4:
[59] please,join
[59] betoorourke,supporting
[59] supporting,great
[59] great,candidate
[59] candidate,help
[59] help,turn
[59] turn,texas
[59] texas,blue
[50] special,election
[48] news,joebiden

Top Word Pairs in Tweet in G5:
[75] aoc,freedlander
[57] freedlander,joebiden
[36] isaacdovere,aoc
[27] same,party
[23] joebiden,politico
[21] party,america
[19] joebiden,same
[19] isaacdovere,costareports
[19] costareports,aoc
[18] freedlander,country

Top Word Pairs in Tweet in G6:
[51] thejtlewis,joebiden
[16] 18orlessplz,joebiden
[13] hohounk,18orlessplz
[11] let's,clear
[10] congressional,approval
[10] tvcalligan1,joebiden
[8] captsteverog,hohounk
[8] joebiden,s
[8] blue_collar_ray,thejtlewis
[8] bucspur31,joebiden

Top Word Pairs in Tweet in G7:
[4] mel_ankoly,bidenforce
[4] bidenforce,tify330
[4] tify330,6perch
[4] 6perch,sprig_no
[4] ccotenj,filsdelucie1
[4] filsdelucie1,drea_got_time
[4] drea_got_time,khivequeenb
[4] khivequeenb,mollylyons
[4] mollylyons,mzsailiante
[4] mzsailiante,rwcogito

Top Word Pairs in Tweet in G8:
[16] shaunking,joebiden
[6] joebiden,nominee
[5] same,question
[5] question,shaunking
[5] nominee,vote
[3] farronbalanced,shaunking
[3] dear,joebiden
[3] joebiden,stop
[3] stop,lying
[3] lying,makes

Top Word Pairs in Tweet in G9:
[6] joebiden,drbiden
[4] here,s
[4] s,vp
[4] vp,joebiden
[4] drbiden,teamjoe
[4] teamjoe,teambeto
[4] teambeto,betoorourke
[4] betoorourke,4abetousa
[4] 4abetousa,bidenbeto2020
[4] bidenbeto2020,meekley1

Top Word Pairs in Tweet in G10:
[7] melissaafrancis,harrisfaulkner
[7] harrisfaulkner,outnumberedfnc
[6] joebiden,claims
[6] claims,s
[6] s,best
[6] best,prepared
[6] prepared,lead
[6] lead,country
[6] country,kennedynation
[6] kennedynation,sums

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@realdonaldtrump
@chrisdjackson
@gopaulblair
@thejtlewis
@monmouthpoll
@d_jeneration
@captsteverog
@gmk39111982
@t_s_p_o_o_k_y

Top Replied-To in G1:
@joebiden
@punishinglibs
@t_s_p_o_o_k_y
@gamerpres2020
@trumpwarroom
@out5p0ken
@charliehodgesia
@trumpstudents
@simonnarode
@natteramnoslo

Top Replied-To in G2:
@joebiden
@realdonaldtrump
@skinnyfatz0
@kewguysmk
@speakerpelosi
@juancar12032646
@t_s_p_o_o_k_y
@superyayadize
@ceajs1
@poisonedmarine

Top Replied-To in G3:
@gopaulblair
@monmouthpoll
@joebiden
@laylapat4trump
@business
@morgan5133
@proviewsusa
@injuredalex
@arccommentaries
@krazysh0t

Top Replied-To in G4:
@joebiden
@chrisdjackson
@gmk39111982
@jell0wyell0w
@cristobaljalex
@chick_ski
@kimpsonforsc
@schultzohio
@gaye_gallops
@nunya37602830

Top Replied-To in G5:
@d_jeneration
@isaacdovere
@sisyphus_smokes
@upwithppl
@anime_now90
@weigelfan
@fred_guttenberg
@unorthodoxpop
@gottabernnow
@joebiden

Top Replied-To in G6:
@joebiden
@thejtlewis
@captsteverog
@tvcalligan1
@bucspur31
@guydoyer
@iowamom7
@larry_carino
@zebrajerky
@patricialfranz

Top Replied-To in G7:
@chrislongview
@mauraleelang
@junesummer1
@groombz09
@charliehodgesia
@mel_ankoly

Top Replied-To in G8:
@shaunking
@beemerw21
@masterdirox
@superskare
@joynglp
@jamarnem
@jahque23m
@farronbalanced

Top Replied-To in G9:
@joebiden
@mikememoli

Top Replied-To in G10:
@sebgorka
@zoeykay
@joebiden
@thehill
@benettlangley
@throughthygrace
@southernwayjim
@masonme29184591

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@berniesanders
@ewarren
@petebuttigieg
@realdonaldtrump
@aoc
@amyklobuchar
@speakerpelosi
@thedemocrats
@mikebloomberg

Top Mentioned in G1:
@joebiden
@thedemocrats
@conorlambpa
@hereandnow
@sealeygerald
@realdonaldtrump
@daniellavalle13
@robert2909
@juliancastro
@aoc

Top Mentioned in G2:
@joebiden
@realdonaldtrump
@speakerpelosi
@hillaryclinton
@barackobama
@potus
@repadamschiff
@senschumer
@ewarren
@whitehouse

Top Mentioned in G3:
@joebiden
@berniesanders
@ewarren
@petebuttigieg
@amyklobuchar
@mikebloomberg
@andrewyang
@tulsigabbard
@corybooker
@tomsteyer

Top Mentioned in G4:
@joebiden
@betoorourke
@elizmarkowitz
@kimpsonforsc
@scdp
@chsdems
@scsenatedems
@awelab1956
@gretathunberg
@cuntyliberal

Top Mentioned in G5:
@joebiden
@aoc
@freedlander
@isaacdovere
@politico
@costareports
@navglad
@kovu_
@cancel_sam
@ficshun

Top Mentioned in G6:
@joebiden
@thejtlewis
@18orlessplz
@hohounk
@blue_collar_ray
@realdonaldtrump
@guydoyer
@mattdpearce
@iowamom7
@joywhite54

Top Mentioned in G7:
@joebiden
@bidenforce
@tify330
@6perch
@sprig_no
@ccotenj
@filsdelucie1
@drea_got_time
@khivequeenb
@mollylyons

Top Mentioned in G8:
@joebiden
@shaunking
@farronbalanced
@ninaturner
@berniesanders
@jmoosman
@ninjaleftist
@stevenreichert1
@aoc
@bidenharris2020

Top Mentioned in G9:
@drbiden
@joebiden
@teamjoe
@teambeto
@betoorourke
@4abetousa
@bidenbeto2020
@meekley1
@rsuramin
@californiabeto

Top Mentioned in G10:
@joebiden
@kennedynation
@melissaafrancis
@harrisfaulkner
@outnumberedfnc
@thehill
@johnkasich
@whitehouse
@gop
@chelseaclinton

Top Tweeters
Top Tweeters in Entire Graph:
@mattmurph24
@kat4obama
@ez4u2say_janis
@isidormeyer1
@catawu
@davidlance3
@talkintou
@madanabhat
@thehill
@homegypsy

Top Tweeters in G1:
@ez4u2say_janis
@isidormeyer1
@catawu
@talkintou
@madanabhat
@noncontacthogg
@katcapps
@senseof_outrage
@windmillcharger
@alllwftopic

Top Tweeters in G2:
@mlong42947
@superyayadize
@foxnews
@janettxblessed
@turfline
@nytimes
@lvnancy
@ayshamoolla
@katthehammer1
@washingtonpost

Top Tweeters in G3:
@homegypsy
@business
@rickbkylex
@bostonglobe
@deemoney521
@lifelovelovatic
@guytaur
@librab103
@wmur9
@cnbc

Top Tweeters in G4:
@mattmurph24
@kat4obama
@awelab1956
@liverpotlian
@bukiwilliams
@dash_bandy
@rleas
@linda_lindylou
@jinxy_minxy
@sharonvt75

Top Tweeters in G5:
@paulsorrentino3
@melodijoy
@politico
@radiofreetom
@leisuregoddess
@mrmihalus
@yellowpaiges
@nymag
@piccoladonnina
@bigotbegone2

Top Tweeters in G6:
@sponson
@lastonein66
@other95
@mattdpearce
@sarahbear80
@ipm_hq
@crististeel
@jennablan
@katdemocracy
@walnutdrummer

Top Tweeters in G7:
@mauraleelang
@alasscanisback
@prezhillary17
@annrcy
@sprig_no
@doctor_eon
@sooriclover
@chrislongview
@reginaa1981
@drscubed

Top Tweeters in G8:
@renaamerican
@peconiclady
@loreyjeanene
@shaunking
@ninaturner
@pondbridge
@leftflankvets
@kerryfjacob
@jahque23m
@forevertawl

Top Tweeters in G9:
@brendajurgens3
@bonacker69
@paulbegala
@rsuramin
@beto4us
@bluetx2020
@je_rm
@oneworlddove
@jennanrun
@davidaxelrod

Top Tweeters in G10:
@thehill
@hambrickro
@1joanjosep
@sickoftheswamp
@tired1025
@sebgorka
@terryabonnett
@zoeykay
@kennedynation
@throughthygrace


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