bob,nora,dan, Twitter, 2/7/2020 7:49:36 PM, 220680


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Twitter Users nodexl/Democrats2020
Twitter Users nodexl/Democrats2020
From:
marc_smith
Uploaded on:
February 07, 2020
Short Description:
Twitter Users nodexl/Democrats2020 via NodeXL http://bit.ly/38kwZqA
@tulsigabbard
@cnn
@govbillweld
@amyklobuchar
@devalpatrick
@berniesanders
@ewarren
@andrewyang
@tomsteyer
@realdonaldtrump

Top hashtags:
#fitn
#sotu
#iowacaucuses
#realsotu
#cnntownhall
#warrentownhall
#standwit

Description:
Description
The graph represents the network of Twitter users in the Twitter List "nodexl/Democrats2020". The network was obtained from Twitter on Friday, 07 February 2020 at 18:46 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

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 : 272
Unique Edges : 242
Edges With Duplicates : 1040
Total Edges : 1282
Number of Edge Types : 5
Replies to : 71
Mentions : 289
Retweet : 42
MentionsInRetweet : 45
Tweet : 835
Self-Loops : 836
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 272
Maximum Edges in a Connected Component : 1282
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.821583
Graph Density : 0.00402919470371174
Modularity : 0.204103
NodeXL Version : 1.0.1.423
Data Import : The graph represents the network of Twitter users in the Twitter List "nodexl/Democrats2020". The network was obtained from Twitter on Friday, 07 February 2020 at 18:46 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterUsers
Graph Term : bob,nora,dan
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:
[6] https://p4a.us/7-days
[5] https://p4a.us/Caucus-Day
[5] https://www.mikebloomberg.com/policies/veterans?utm_source=twitter&utm_medium=social&utm_campaign=veterans_policy_MRB&utm_content=policy_link
[4] https://p4a.us/caucus
[4] https://secure.actblue.com/donate/soc-jan20fr?refcode=soc-FR-ew-tw
[4] https://www.amyklobuchar.com/iowa
[3] https://www.tomsteyer.com/education/
[3] https://amyklobuchar.com/iowa/
[3] https://berniesanders.com/iowa
[3] https://iwillvote.com/IA

Top URLs in Tweet in G1:
[2] https://tulsi.to/donate
[1] https://tulsi.to/win
[1] https://twitter.com/HawaiiNewsNow/status/1219103081188585472
[1] https://tulsi.to/feb11-deadline
[1] https://www.tulsi2020.com/lawsuit
[1] https://twitter.com/brianchall/status/1221139056362434567
[1] https://tulsi.to/feb11-goal
[1] https://www.pscp.tv/w/cP3emjF6dkVOVlhsYmFFZWR8MVlxeG9RZVlPTGFHdhI6U-Nq2EajPsa_PHkS7arVuu4n8UlP33Phb2l4jdvN
[1] https://www.pscp.tv/w/cP4f0jF6dkVOVlhsYmFFZWR8MVJEeGxRRWptUFJLTMNu2C3g9fPbsRfXryDXVr4VetMeVs0dK9sVU_BW6fVn
[1] https://www.pscp.tv/w/cP9llzF6dkVOVlhsYmFFZWR8MXZPeHdvbHB6V2J4QsYVOJtNnVa4OqiYtDBXXTKHqRi9f_RqzFSWn0sCJNDF

Top URLs in Tweet in G2:
[4] https://secure.actblue.com/donate/soc-jan20fr?refcode=soc-FR-ew-tw
[4] https://www.amyklobuchar.com/iowa
[3] https://amyklobuchar.com/iowa/
[2] https://www.amyklobuchar.com/Iowa
[1] https://twitter.com/TeamWarren/status/1224492155437187072
[1] https://twitter.com/Nickmahlstadt/status/1224460439750348806
[1] https://twitter.com/c_hami_chi/status/1224493497862053889
[1] https://www.pscp.tv/w/cQjq6zFBbWp6T2R4cUFnRWV8MWRSSlpRQnpXcm9HQtPrkbmqGo1XwJ6FS8EUqEm3XdcKDJIRgrdZeo5-ga1A
[1] https://twitter.com/RogerLau/status/1224712792227401729
[1] https://twitter.com/UN_Women/status/1224702932576358406

Top URLs in Tweet in G3:
[2] https://tickets.tupelohall.com/eventperformances.asp?evt=939
[1] https://qctimes.com/news/local/once-america-s-most-fiscally-conservative-governor-bill-weld-trump/article_86466cb1-ea80-541a-a8b8-29cfdf26912f.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.wmur.com/article/republican-bill-weld-explains-why-he-s-running-for-president/30701248
[1] https://www.cnn.com/2020/01/20/politics/cnn-poll-trump-impeachment/index.html
[1] https://trib.al/kKPX0Nk
[1] https://thehill.com/policy/finance/477554-trump-legislation-added-47-trillion-to-debt-watchdog
[1] https://www.desmoinesregister.com/story/opinion/columnists/rekha-basu/2020/01/09/bill-weld-president-disaffected-republican-voters-could-choose-trump-alternative/4418419002/
[1] https://www.desmoinesregister.com/story/opinion/editorials/caucus/2020/01/10/gov-bill-weld-challenge-trump-chance-republicans-vote-their-values/4419454002/
[1] https://twitter.com/TannerAinge/status/1216127949260279808
[1] https://www.cnn.com/2020/01/15/europe/russian-government-resigns-vladimir-putin-reforms-intl/index.html

Top URLs in Tweet in G4:
[2] https://secure.actblue.com/donate/dlp-site
[1] https://www.masslive.com/politics/2012/08/massachusetts_gov_deval_patrick_signs_sweeping_bill_to_overhaul_health_care_industry.html
[1] http://www.nea.org/home/59601.htm
[1] https://www.3blmedia.com/News/Massachusetts-Deval-Patrick-Wins-Green-Governor-Year-Award
[1] https://www.wgbh.org/news/politics/2020/01/15/deval-patricks-new-hampshire-pitch-politics-is-a-two-way-street
[1] https://twitter.com/NBCNews/status/1217366845809987584
[1] https://twitter.com/reillyadam/status/1217513745792012289
[1] https://www.washingtonpost.com/opinions/2020/01/15/heres-key-moment-iowa-debate-what-i-would-have-said/?utm_campaign=wp_opinions&utm_medium=social&utm_source=twitter
[1] https://medium.com/@DevalPatrick/the-opportunity-agenda-267001cb3ad5
[1] https://www.washingtonpost.com/opinions/theres-still-time-to-hear-out-deval-patrick/2020/01/15/31f4797e-37cd-11ea-bb7b-265f4554af6d_story.html

Top URLs in Tweet in G5:
[3] https://berniesanders.com/iowa
[2] https://berniesanders.com/issues/fighting-for-disability-rights/
[1] https://twitter.com/BernieSanders/status/1223233420995760128
[1] https://secure.actblue.com/donate/bernie-january-fec?refcode=tw200131
[1] https://secure.actblue.com/donate/bernie-january-fec?refcode=tw200131-3
[1] https://twitter.com/CNN/status/1223358794379427840
[1] https://secure.actblue.com/donate/bernie-january-fec?refcode=tw200131-2
[1] https://twitter.com/BernieSanders/status/1223651987759255558
[1] https://www.desmoinesregister.com/story/news/elections/presidential/caucus/2020/02/01/des-moines-ako-abdul-samad-endorses-bernie-sanders/4625198002/
[1] https://www.pscp.tv/w/cQcvXTMyNzU3OTl8MXZPeHdvYm9MRFJ4QlZXVYBGKqkRONu9oAi18xduUg9jPwAB7U0CEG9E41Xd

Top URLs in Tweet in G6:
[1] https://www.mic.com/p/dave-chappelle-andrew-yang-want-you-to-join-the-yang-gang-21771794?utm_campaign=mic&utm_content=1580820784&utm_medium=owned&utm_source=facebook,twitter
[1] https://www.bostonglobe.com/2020/02/05/opinion/steve-marchand-andrew-yang-president/

Top URLs in Tweet in G7:
[6] https://p4a.us/7-days
[5] https://p4a.us/Caucus-Day
[4] https://p4a.us/caucus
[3] https://www.mobilize.us/joebiden/event/127398/?source=social-tw-20200201jrbsocial&refcode=social-tw-20200201jrbsocial&utm_medium=social&utm_source=tw&utm_campaign=20200201jrbsocial
[3] https://iwillvote.com/IA
[2] https://joebiden.com/take-action/
[2] https://p4a.us/better-day
[2] https://p4a.us/CNN-Town-Hall
[2] https://p4a.us/Caucus
[1] https://twitter.com/scj/status/1221257475111952384

Top URLs in Tweet in G8:
[2] https://michaelbennet.com/
[1] https://www.unionleader.com/news/education/at-unh-the-topic-is-college-costs-student-debt/article_d22e505f-cf68-59ed-b7ce-f808622b9b7f.html
[1] https://twitter.com/MichaelBennet/status/1223734117776396289
[1] https://michaelbennet.com/NewHampshire
[1] https://www.sentinelsource.com/news/local/a-day-before-iowa-bennet-pitches-pragmatism-at-dublin-town/article_4fa9b77c-cbaf-5cf2-ba02-339ad6ee5738.html
[1] https://www.ledgertranscript.com/Bennet-stumps-in-Dublin-Sunday-32430731
[1] https://www.pscp.tv/w/cQizrjF4bmpydk52eW1rall8MXlvS01hdlBXeWRLUeRuR337Pbrb6qo6yDFryrN5V9n8rfLHWSSOQYLgGJuw?t=47m41s
[1] https://www.facebook.com/michaelbennet/videos/594493837999074/
[1] https://twitter.com/jadabird/status/1224509653486309376
[1] https://michaelbennet.com/NHMemo

Top URLs in Tweet in G9:
[3] https://www.tomsteyer.com/education/
[1] https://twitter.com/TomHQ/status/1223358720408604672
[1] https://thehill.com/policy/international/trade/480713-us-farm-bankruptcies-jumped-20-percent-in-2019-despite-federal-aid?fbclid=IwAR1zTcEkhJnt4-9U-wrxKxPV5VH1AhPI7CBtwBWYgNz2UFJSQyfvfv4z4Kk
[1] https://twitter.com/TomHQ/status/1223758355988197377
[1] https://www.cnn.com/2020/02/01/us/national-freedom-day-richard-wright-trnd/index.html
[1] https://www.postandcourier.com/politics/sanders-and-steyer-closing-gap-on-biden-as-sc-presidential/article_b27fd0ca-43c6-11ea-9805-6b054517633c.html
[1] https://www.c-span.org/video/?468837-1/tom-steyer-holds-town-hall-coralville-iowa
[1] https://www.businessinsider.com/trump-gop-tax-cuts-no-boost-us-economy-gdp-2020-1
[1] http://www.startribune.com/federal-rule-change-targets-rights-of-1-in-5-workers/567326042/
[1] https://www.washingtonpost.com/nation/2020/02/04/schools-racism-mexico/?utm_campaign=wp_main&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[5] https://www.mikebloomberg.com/policies/veterans?utm_source=twitter&utm_medium=social&utm_campaign=veterans_policy_MRB&utm_content=policy_link
[1] https://twitter.com/realDonaldTrump/status/1223837731056427009
[1] https://www.mikebloomberg.com/policies/gun-safety?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=alex
[1] https://www.mikebloomberg.com/policies/gun-safety?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=kedrick
[1] https://www.mikebloomberg.com/policies/gun-safety?utm_source=instagram&utm_medium=social&utm_campaign=policy&utm_content=joe
[1] https://www.mikebloomberg.com/2020/gun-safety-video?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=jared
[1] http://mikebloomberg.com/2020/gun-safety-video?utm_source=twitter&utm_medium=social&utm_campaign=super_bowl&utm_content=georgesuperbowl_reamplification
[1] https://www.washingtonpost.com/politics/2020/01/31/first-four-states-primary-caucus-do-not-look-like-america-combined-they-get-closer/?arc404=true
[1] https://www.mikebloomberg.com/2020/gun-safety-video?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=mary_ann
[1] https://www.mikebloomberg.com/2020/gun-safety-video?utm_source=twitter&utm_medium=social&utm_campaign=policy&utm_content=joyce

Top Domains
Top Domains in Tweet in Entire Graph:
[109] twitter.com
[27] p4a.us
[21] pscp.tv
[19] actblue.com
[14] mikebloomberg.com
[11] amyklobuchar.com
[9] washingtonpost.com
[8] berniesanders.com
[7] tulsi.to
[6] thehill.com

Top Domains in Tweet in G1:
[7] tulsi.to
[5] pscp.tv
[4] twitter.com
[2] tulsi2020.com
[2] teamrubiconusa.org
[1] thehill.com

Top Domains in Tweet in G2:
[26] twitter.com
[11] amyklobuchar.com
[7] actblue.com
[2] pscp.tv
[2] elizabethwarren.com
[2] washingtonpost.com
[1] everytown.org
[1] blavity.com
[1] theguardian.com
[1] essence.com

Top Domains in Tweet in G3:
[9] twitter.com
[2] cnn.com
[2] thehill.com
[2] desmoinesregister.com
[2] tupelohall.com
[1] qctimes.com
[1] wmur.com
[1] trib.al
[1] thebulwark.com
[1] eventbrite.com

Top Domains in Tweet in G4:
[22] twitter.com
[4] washingtonpost.com
[4] medium.com
[2] actblue.com
[2] livestream.com
[2] bostonglobe.com
[2] cbsnews.com
[1] masslive.com
[1] nea.org
[1] 3blmedia.com

Top Domains in Tweet in G5:
[11] pscp.tv
[9] twitter.com
[8] berniesanders.com
[5] actblue.com
[1] desmoinesregister.com
[1] forbes.com

Top Domains in Tweet in G6:
[1] mic.com
[1] bostonglobe.com

Top Domains in Tweet in G7:
[27] p4a.us
[18] twitter.com
[6] joebiden.com
[5] actblue.com
[5] mobilize.us
[3] iwillvote.com
[1] usatoday.com
[1] siouxcityjournal.com
[1] medium.com
[1] pscp.tv

Top Domains in Tweet in G8:
[7] twitter.com
[6] michaelbennet.com
[2] unionleader.com
[2] concordmonitor.com
[1] sentinelsource.com
[1] ledgertranscript.com
[1] pscp.tv
[1] facebook.com
[1] laconiadailysun.com
[1] mobilize.us

Top Domains in Tweet in G9:
[7] twitter.com
[3] tomsteyer.com
[2] thehill.com
[2] cnn.com
[2] washingtonpost.com
[1] postandcourier.com
[1] c-span.org
[1] businessinsider.com
[1] startribune.com
[1] npr.org

Top Domains in Tweet in G10:
[14] mikebloomberg.com
[7] twitter.com
[2] nytimes.com
[1] washingtonpost.com
[1] infobae.com
[1] advocate.com
[1] vote.gov
[1] pscp.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] fitn
[32] sotu
[28] iowacaucuses
[26] realsotu
[25] cnntownhall
[21] warrentownhall
[19] standwithtulsi
[16] justthetruth
[13] realdealroadtrip
[12] yanggang



Top Hashtags in Tweet in G1:
[19] standwithtulsi
[7] tulsi2020
[6] tulsigabbard
[5] tulsi
[3] doomsdayclock
[2] fitn
[1] ilikebernie
[1] grateful
[1] chinesenewyear
[1] lunarnewyear

Top Hashtags in Tweet in G2:
[21] warrentownhall
[8] sotu
[7] cnntownhall
[2] teamwarren
[2] blackhistorymonth
[2] momentsthatsurvive
[2] demdebate
[1] iowacaucuses
[1] befierce
[1] nhyouthclimatetownhall

Top Hashtags in Tweet in G3:
[9] fitn
[1] respect
[1] demdebate
[1] denison
[1] sandiego
[1] rocktherepublic
[1] dancefordemocracy
[1] merrimack
[1] iacaucus
[1] iowacaucuses

Top Hashtags in Tweet in G4:
[5] fitn
[3] devalaboard
[2] nhpolitics
[1] tbt
[1] votingrightsact
[1] mlkday
[1] internationalholocaustremembranceday
[1] lovettorleaveit
[1] boston
[1] blackhistorymonth

Top Hashtags in Tweet in G5:
[8] notmeus
[1] disability
[1] blackhistorymonth
[1] feelthebern
[1] bernie2020
[1] blacklivesmatteratschool
[1] petesbillionaires
[1] luchaconbernie

Top Hashtags in Tweet in G6:
[12] yanggang
[5] cnntownhall
[1] iowayanggang
[1] math
[1] newhampshire
[1] callforyang
[1] newhampshireprimary
[1] coolestyanggangmember

Top Hashtags in Tweet in G7:
[25] iowacaucuses
[13] cnntownhall
[2] teamjoe
[1] holocaustmemorialday
[1] restoreasylumnow
[1] blackhistorymonth
[1] worldcancerday
[1] rosaparksday
[1] sotu
[1] blacklivesmatter

Top Hashtags in Tweet in G8:
[25] fitn
[16] justthetruth
[13] realdealroadtrip
[9] nhpolitics
[3] collegeaffordability
[2] impeachmenttrial
[1] blackhistorymonth
[1] dover
[1] nh
[1] sotu

Top Hashtags in Tweet in G9:
[26] realsotu
[1] gopcowards
[1] blackhistorymonth
[1] iacaucus
[1] missouri
[1] teamtom
[1] steyersurge
[1] stateoftheratings
[1] nhyouthclimatetownhall
[1] teamsters

Top Hashtags in Tweet in G10:
[21] sotu
[5] getitdone
[3] superbowl
[1] teambloomberg
[1] ganamosconmike
[1] lolograremos

Top Words
Top Words in Tweet in Entire Graph:
[1809] Words in Sentiment List#1: Positive
[723] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[33513] Non-categorized Words
[36045] Total Words
[212] trump
[158] people
[149] president
[144] country
[138] iowa

Top Words in Tweet in G1:
[20] #standwithtulsi
[16] tulsi
[15] love
[13] amp
[13] thank
[11] nh
[11] tulsigabbard
[9] ufc
[8] day
[8] side

Top Words in Tweet in G2:
[46] trump
[44] country
[42] donald
[42] people
[36] president
[34] fight
[30] big
[29] need
[29] iowa
[28] win

Top Words in Tweet in G3:
[24] trump
[22] weld
[20] bill
[20] republican
[20] govbillweld
[15] president
[13] former
[12] governor
[12] great
[11] massachusetts

Top Words in Tweet in G4:
[24] devalpatrick
[15] everyone
[14] people
[14] american
[13] one
[13] hampshire
[13] need
[11] more
[11] governor
[11] trump

Top Words in Tweet in G5:
[35] iowa
[23] people
[21] together
[17] country
[17] movement
[16] justice
[15] campaign
[15] win
[14] going
[14] #notmeus

Top Words in Tweet in G6:
[22] andrewyang
[20] #yanggang
[14] yang
[13] #cnntownhall
[11] iowa
[11] great
[10] andrew
[10] vote
[9] candidate
[9] thank

Top Words in Tweet in G7:
[50] trump
[42] donald
[39] iowa
[35] president
[31] make
[30] country
[28] need
[26] #iowacaucuses
[22] american
[21] ready

Top Words in Tweet in G8:
[37] amp
[30] #fitn
[21] country
[19] more
[19] trump
[17] #nhpolitics
[17] town
[16] hall
[16] #justthetruth
[15] hampshire

Top Words in Tweet in G9:
[26] economy
[26] #realsotu
[18] trump's
[18] failed
[13] trump
[13] people
[13] education
[12] realdonaldtrump
[11] americans
[11] right

Top Words in Tweet in G10:
[32] trump
[21] #sotu
[18] gun
[17] president
[14] today
[11] re
[11] need
[10] country
[10] violence
[10] support

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[115] donald,trump
[40] health,care
[37] town,hall
[27] defeat,donald
[24] iowa,caucus
[23] gun,violence
[22] white,house
[20] climate,change
[19] last,night
[19] american,people

Top Word Pairs in Tweet in G1:
[5] tulsi,gabbard
[5] gabbard,live
[5] nh,#tulsigabbard
[5] #tulsigabbard,#tulsi2020
[5] #tulsi2020,#tulsi
[4] election,day
[4] side,side
[4] american,people
[4] thank,much
[4] live,tulsi

Top Word Pairs in Tweet in G2:
[41] donald,trump
[14] defeat,donald
[10] gun,violence
[7] grassroots,movement
[7] need,candidate
[7] win,big
[7] iowa,caucus
[6] white,house
[6] things,done
[5] make,sure

Top Word Pairs in Tweet in G3:
[18] bill,weld
[7] president,trump
[6] former,governor
[6] governor,massachusetts
[6] foreign,policy
[6] govbillweld,former
[5] town,hall
[5] massachusetts,currently
[5] currently,challenging
[5] challenging,president

Top Word Pairs in Tweet in G4:
[11] everyone,everywhere
[9] american,dream
[8] donald,trump
[6] deval,patrick
[6] dr,king
[5] health,care
[5] civil,rights
[4] climate,change
[4] candidate,devalpatrick
[4] south,carolina

Top Word Pairs in Tweet in G5:
[6] together,going
[6] iowa,caucus
[6] donald,trump
[5] health,care
[4] stand,together
[4] transform,country
[4] political,revolution
[4] working,people
[4] join,live
[4] results,iowa

Top Word Pairs in Tweet in G6:
[9] andrew,yang
[3] iowa,caucus
[3] february,11th
[2] presidential,candidate
[2] mitt,romney
[2] great,event
[2] ve,vote
[2] yang,president
[2] popular,vote
[2] people,vote

Top Word Pairs in Tweet in G7:
[36] donald,trump
[10] health,care
[9] soul,nation
[8] come,together
[8] white,house
[8] need,help
[6] donald,trump's
[6] beat,donald
[6] days,away
[6] need,president

Top Word Pairs in Tweet in G8:
[16] town,hall
[11] #fitn,#nhpolitics
[8] #fitn,primary
[8] donald,trump
[7] last,night
[5] next,generation
[5] #realdealroadtrip,#fitn
[4] ahead,#fitn
[4] empty,promises
[4] promises,free

Top Word Pairs in Tweet in G9:
[18] trump's,failed
[18] failed,economy
[7] health,care
[5] education,plan
[4] donald,trump
[3] save,world
[3] criminal,justice
[3] climate,crisis
[3] tom,steyer
[3] mr,trump

Top Word Pairs in Tweet in G10:
[10] gun,violence
[7] donald,trump
[4] make,sure
[4] honored,support
[4] defeat,trump
[4] small,town
[3] take,action
[3] gun,safety
[3] george,kemp
[3] super,bowl

Top Replied-To
Top Replied-To in Entire Graph:
@daggettsusan
@realdonaldtrump
@portsnhrotary
@timalberta
@devalpatrick
@shreksshrek
@sathvikenturi
@cycl_conscience
@bitcoinadoption
@mariansalzman

Top Replied-To in G1:
@cycl_conscience
@sathvikenturi
@shreksshrek
@abbybrickler
@txkyle1976
@clutchmilroy
@murphs56
@reindaholz
@ilostmyratchet
@jthemauler1526

Top Replied-To in G3:
@bitcoinadoption

Top Replied-To in G4:
@devalpatrick

Top Replied-To in G6:
@timalberta
@evelyn_sharma
@dmander_son
@mikiedapoet
@wajahatali
@mamamolly2018
@mrrickingram
@andy_fitzgerald
@yangvets
@robmiraglia

Top Replied-To in G8:
@daggettsusan
@portsnhrotary
@realdonaldtrump
@jamescarville
@michaelbennet

Top Replied-To in G9:
@realdonaldtrump

Top Replied-To in G10:
@avillaraigosa

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@andrewyang
@devalpatrick
@govbillweld
@michaelbennet
@berniesanders
@tulsigabbard
@cnn
@petebuttigieg
@ewarren

Top Mentioned in G1:
@tulsigabbard
@ufc
@hope4nh
@abewilliamsdp
@scnaacp
@foxnewspolitics
@vrin_davan
@lucasyoder7
@hitchwithari
@docmommn

Top Mentioned in G2:
@ewarren
@amyklobuchar
@jamilahlemieux
@lawrence
@gretchenwhitmer
@mittromney
@cnn
@ayannapressley
@blackwomxnfor
@teamwarren

Top Mentioned in G3:
@govbillweld
@realdonaldtrump
@chicagocouncil
@senatorromney
@votecommon
@joebiden
@wudunn
@nickkristof
@jamesfallows
@hadas_gold

Top Mentioned in G4:
@devalpatrick
@sendavidwatters
@cnn
@devalforamerica
@barackobama
@wgbh
@zerlinamaxwell
@sxmprogress
@hollywoodimprov
@tweetrajouhari

Top Mentioned in G5:
@berniesanders
@janeosanders
@zerohourmvmt
@vampireweekend
@thebarbarasmith
@transportworker
@machinistsunion
@lucha_az
@boniver
@unitehere23

Top Mentioned in G6:
@andrewyang
@marchandsteve
@thebloodmd
@dr_jljohnson
@scottsantens
@peter_wehner
@khrystinausa
@cnnpolitics
@davechappelle
@mvonvogler

Top Mentioned in G7:
@petebuttigieg
@cnn
@peteforamerica
@atucomm
@stephenathome
@scj
@joebiden
@iaffnewsdesk
@michelleobama
@nra

Top Mentioned in G8:
@michaelbennet
@realdonaldtrump
@wmur9
@jamescarville
@timberland
@daggettsusan
@golden4congress
@nskorg
@jajabelles
@jdistaso

Top Mentioned in G9:
@realdonaldtrump
@tomsteyer
@senatorromney
@chiefs
@cnn
@senjoniernst
@chuckisenhart
@bettycandrews
@savethechildren
@johnfetterman

Top Mentioned in G10:
@mikebloomberg
@avillaraigosa
@juanvargas4ca
@johnmellencamp
@realdonaldtrump
@cswaggyway
@storiesuntoldus
@kemp_calandrian
@momsdemand
@ajalbrown

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@thehill
@washingtonpost
@wmur9
@boston25
@abc
@cnn
@jamilahlemieux
@necn
@daveweigel

Top Tweeters in G1:
@barryjm_guitar
@ringer
@ufc
@abbybrickler
@ggreenwald
@murphs56
@shreksshrek
@foxnewspolitics
@clutchmilroy
@qt2bstr

Top Tweeters in G2:
@abc
@jamilahlemieux
@jaketapper
@chrislhayes
@seacoastonline
@presscitizen
@lawrence
@bjoewolf
@mspeoples
@everytown

Top Tweeters in G3:
@thehill
@washingtonpost
@necn
@daveweigel
@sfchronicle
@qctimes
@missbeae
@walshfreedom
@nbc10boston
@thelastword

Top Tweeters in G4:
@zerlinamaxwell
@nytopinion
@karaswisher
@cfr_org
@morning_joe
@hollywoodimprov
@naacp_ldf
@bospublicradio
@jonlovett
@sxmprogress

Top Tweeters in G5:
@ninaturner
@unitehere
@berniesanders
@pramilajayapal
@machinistsunion
@rokhanna
@mmflint
@ilhanmn
@susansarandon
@thebarbarasmith

Top Tweeters in G6:
@wajahatali
@scottsantens
@mamamolly2018
@mikiedapoet
@timalberta
@andrewyang
@yangvets
@evelyn_sharma
@peter_wehner
@robmiraglia

Top Tweeters in G7:
@americanair
@cnn
@scj
@pattonoswalt
@danpfeiffer
@colbertlateshow
@iaffnewsdesk
@iowademocrats
@nra
@petebuttigieg

Top Tweeters in G8:
@wmur9
@boston25
@msnbc
@unionleader
@chucktodd
@kerrykavanaugh
@jdistaso
@timberland
@aarpnh
@nhdes

Top Tweeters in G9:
@cnnpolitics
@teamsters
@ups
@savethechildren
@senategop
@stonyfield
@johnfetterman
@facebook
@tuckschool
@tomsteyer

Top Tweeters in G10:
@realdonaldtrump
@chiefs
@momsdemand
@youtube
@mikebloomberg
@cswaggyway
@michael_nutter
@johnmellencamp
@ajalbrown
@avillaraigosa


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