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Bernie Sanders_2017-07-16_23-24-56.xlsx
Bernie Sanders_2017-07-16_23-24-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2017
Short Description:
Bernie Sanders via NodeXL http://bit.ly/2vtbeRO
@realjameswoods
@patrickyoungdc
@kwilli1046
@nytimes
@realdonaldtrump
@sailingcarol

Description:
Description
The graph represents a network of 5,249 Twitter users whose tweets in the requested range contained "Bernie Sanders", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 17 July 2017 at 06:26 UTC.

The requested start date was Monday, 17 July 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 17-hour, 11-minute period from Sunday, 16 July 2017 at 06:49 UTC to Monday, 17 July 2017 at 00:01 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 : 5249
Unique Edges : 6237
Edges With Duplicates : 851
Total Edges : 7088
Self-Loops : 1138
Reciprocated Vertex Pair Ratio : 0.00497866287339972
Reciprocated Edge Ratio : 0.00990799716914367
Connected Components : 889
Single-Vertex Connected Components : 569
Maximum Vertices in a Connected Component : 3642
Maximum Edges in a Connected Component : 5318
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.240633
Graph Density : 0.000205178454432668
Modularity : 0.772033
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[134] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smprod=nytcore-ipad&smid=nytcore-ipad-share
[127] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[66] http://www.foxnews.com/politics/2017/07/14/hillary-clintons-plan-to-attack-bernie-sanders-wife.html
[59] http://www.foxnews.com/politics/2017/07/14/hillary-clintons-plan-to-attack-bernie-sanders-wife.amp.html
[48] https://mobile.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?partner=rss&emc=rss&smid=tw-nytimes&smtyp=cur&referer=https://t.co/L1RXKL7on6&utm_content=buffer8166b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[46] http://ir.shareaholic.com/e?a=1&u=https%3A%2F%2Fwww.commondreams.org%2Fnews%2F2017%2F07%2F16%2Fbernie-sanders-denounces-trumpcare-most-anti-working-class-legislation-ever%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[43] http://trib.al/edlARKa
[42] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smid=tw-share
[33] https://trofire.com/2017/07/15/bernie-sanders-held-town-hall-meetings-americans-trump-played-golf/
[23] http://trib.al/hWh9vFJ

Top URLs in Tweet in G1:
[5] https://fb.me/92dklXq5P
[4] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[4] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smid=tw-share
[3] https://www.weaselzippers.us/348798-fbi-probe-of-bernie-sanders-wife-closely-tracks-hillarys-secret-campaign-plan/
[2] http://www.foxnews.com/politics/2017/07/14/hillary-clintons-plan-to-attack-bernie-sanders-wife.html
[2] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-i
[2] https://gab.ai/Sepley/posts/9852169
[1] https://mobile.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?referer=https://t.co/9RwYCtHMvN?amp=1
[1] https://twitter.com/i/web/status/886729247150231552
[1] http://www.newsbusters.org/blogs/nb/nicholas-fondacaro/2017/07/16/nyt-worries-jane-sanders-fbi-probe-will-tarnish-bernies

Top URLs in Tweet in G2:
[44] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[24] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smid=tw-share
[14] http://castwb.com/inquiry-into-bernie-sanderss-wife-may-tarnish-his-liberal-luster/
[13] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?partner=msft_msn
[11] https://mobile.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?referer=https://t.co/9RwYCtHMvN?amp=1
[6] https://apple.news/A_5TCBVBKRaO_2FDcKOe7ig
[5] https://apple.news/AbTTp1w_pQpCKC5VOtDwZkg
[5] http://www.americanpatriotdaily.com/featured/bernie-sanders-absurd-announcement/
[4] http://www.nytimes.com/
[4] http://www.nbcmontana.com/news/politics/bernie-sanders-returns-to-iowa-to-water-the-grassroots/588512396

Top URLs in Tweet in G3:
[19] https://www.thedailypopulist.com/2017/07/12/bernie-sanders-is-right-medicare-for-all-is-the-only-way-forward/
[16] http://linkis.com/watchdog.org/255459/qftLn
[6] http://www.thepeoplesview.net/main/2017/7/13/9eejhpr8bs0ds9d154lqnm63hyl4aa#.WWvj44mTJI0.twitter
[6] http://progressivearmy.com/2017/07/14/bernie-sanders-is-the-most-popular-senator-in-the-country/
[4] https://medium.com/@SNovi/intellectual-liberal-speaks-out-bernie-sanders-is-a-fraud-1486ef2743ff
[3] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[3] http://www.salon.com/2017/07/12/the-class-war-is-a-one-sided-fight-and-the-very-rich-are-winning/
[2] http://mobile.wnd.com/2016/04/bernie-sanders-i-dont-believe-in-charities/
[2] http://twitchy.com/brettt-3136/2017/06/15/bernie-sanders-takes-heat-for-vote-against-sanctions-saying-they-could-endanger-iran-nuclear-deal/
[2] https://twitter.com/mtracey/status/886242922328403969

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/886730267158876160
[1] https://nworeport.me/2017/06/28/trump-hillary-clinton-colluded-with-dnc-to-cheat-bernie-sanders/
[1] https://twitter.com/i/web/status/886606201840173058
[1] https://fb.me/8p7Nh18qF
[1] https://twitter.com/i/web/status/883367043558293505
[1] https://twitter.com/i/web/status/886567698121060352

Top URLs in Tweet in G5:
[130] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smprod=nytcore-ipad&smid=nytcore-ipad-share
[40] http://trib.al/edlARKa
[13] http://trib.al/OrBat5P
[12] http://trib.al/Mmx5U6h
[6] http://www.foxnews.com/politics/2017/07/14/hillary-clintons-plan-to-attack-bernie-sanders-wife.html
[5] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smprod=nytcore-iphone&smid=nytcore-iphone-share
[4] http://trib.al/LiEyg2o
[4] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[3] http://www.newsbusters.org/blogs/nb/nicholas-fondacaro/2017/07/16/nyt-worries-jane-sanders-fbi-probe-will-tarnish-bernies
[1] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?smid=tw-share

Top URLs in Tweet in G6:
[4] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[2] https://www.sanders.senate.gov/newsroom/press-releases/sanders-statement-on-iran-and-russia-sanctions
[2] https://twitter.com/kategunn1776/status/884796611661930496
[2] http://www.politico.com/story/2015/07/bernie-sanders-wife-accounts-for-reported-assets-120261
[1] https://twitter.com/i/web/status/886724135153524737
[1] https://twitter.com/i/web/status/886719352703242240
[1] https://twitter.com/i/web/status/886711397895352321
[1] https://www.yahoo.com/politics/bernie-sanders-radical-past-how-the-vermont-230255076.html
[1] http://www.foxnews.com/politics/2017/07/14/hillary-clintons-plan-to-attack-bernie-sanders-wife.amp.html
[1] https://twitter.com/i/web/status/886707668412321792

Top URLs in Tweet in G7:
[18] https://www.youtube.com/watch?v=LsJX6_GCS7g&feature=youtu.be&a
[17] http://trib.al/hWh9vFJ
[11] https://www.commondreams.org/news/2017/07/16/bernie-sanders-denounces-trumpcare-most-anti-working-class-legislation-ever
[9] https://www.youtube.com/watch?v=lhi7MgtW1Z0&feature=youtu.be&a
[7] https://www.youtube.com/watch?v=w3j4wEnvfUo&feature=youtu.be&a
[6] https://www.youtube.com/watch?v=w3j4wEnvfUo&feature=youtu.be
[6] https://www.youtube.com/watch?v=LsJX6_GCS7g&feature=youtu.be
[4] http://www.cnn.com/2017/07/15/politics/bernie-sanders-return-to-iowa/index.html
[4] https://www.youtube.com/watch?v=lhi7MgtW1Z0&feature=youtu.be
[4] https://www.youtube.com/watch?v=suprARki7M4&feature=youtu.be

Top URLs in Tweet in G8:
[11] https://fb.me/8KHbhVTDx
[1] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[1] https://mobile.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html?referer=https://www.google.com/
[1] https://twitter.com/i/web/status/886605901821616128
[1] https://twitter.com/i/web/status/886601268923211778
[1] https://twitter.com/SarahPalinUSA/status/886444080762421248

Top URLs in Tweet in G9:
[2] https://www.pscp.tv/w/bDkfODFyYVFaQldkd3pRekx8MVlwS2ttT1BMWXlKalHZ3t-7C7tkrN080bFc9nr3qHlUdjeEXPSdrIFCFgfz
[1] https://www.nytimes.com/2017/07/15/us/politics/bernie-sanders-jane-sanders-investigation-burlington-college.html
[1] http://thehill.com/homenews/campaign/329404-poll-bernie-sanders-countrys-most-popular-active-politician
[1] https://twitter.com/i/web/status/886708854712619008
[1] https://twitter.com/i/web/status/886597425556709377
[1] https://www.youtube.com/watch?v=DjCO9wekhgI&feature=share
[1] https://twitter.com/i/web/status/886590528229212160
[1] https://twitter.com/i/web/status/886317924172124160
[1] http://www.politico.com/story/2017/05/29/bernie-sanders-ballot-losses-238889
[1] https://twitter.com/i/web/status/886586913628364800

Top URLs in Tweet in G10:
[36] http://ir.shareaholic.com/e?a=1&u=https%3A%2F%2Fwww.commondreams.org%2Fnews%2F2017%2F07%2F16%2Fbernie-sanders-denounces-trumpcare-most-anti-working-class-legislation-ever%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[6] http://www.democratizeus.com/2017/07/13/election-guru-nate-silver-proclaims-sanders-front-runner-democrats-2020/
[3] https://theintercept.com/2017/03/31/bernie-sanders-wants-to-expand-medicare-to-everybody-exactly-what-its-architects-wanted/
[1] http://observer.com/2017/07/bernie-sanders-most-popular-politician/
[1] https://twitter.com/i/web/status/885230587702726656
[1] https://twitter.com/i/web/status/886667935225323520

Top Domains
Top Domains in Tweet in Entire Graph:
[448] nytimes.com
[438] twitter.com
[126] foxnews.com
[125] youtube.com
[110] trib.al
[79] fb.me
[54] shareaholic.com
[33] trofire.com
[26] theguardian.com
[25] westernjournalism.com

Top Domains in Tweet in G1:
[11] nytimes.com
[7] twitter.com
[5] fb.me
[3] weaselzippers.us
[2] foxnews.com
[2] gab.ai
[1] newsbusters.org

Top Domains in Tweet in G2:
[124] nytimes.com
[53] twitter.com
[40] fb.me
[23] youtube.com
[22] ebay.com
[21] ref.gl
[14] apple.news
[14] castwb.com
[11] reddit.com
[10] google.com

Top Domains in Tweet in G3:
[87] twitter.com
[19] thedailypopulist.com
[16] linkis.com
[10] thepeoplesview.net
[6] nytimes.com
[6] progressivearmy.com
[5] fb.me
[4] medium.com
[4] iowaprogressives.com
[4] salon.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] nworeport.me
[1] fb.me

Top Domains in Tweet in G5:
[143] nytimes.com
[69] trib.al
[6] foxnews.com
[4] newsbusters.org
[4] twitter.com
[1] apple.news

Top Domains in Tweet in G6:
[22] twitter.com
[4] nytimes.com
[2] senate.gov
[2] politico.com
[1] yahoo.com
[1] foxnews.com

Top Domains in Tweet in G7:
[93] youtube.com
[19] trib.al
[11] commondreams.org
[10] twitter.com
[6] fb.me
[5] washingtonpost.com
[5] cnn.com
[2] linkis.com
[2] alternet.org
[1] yahoo.com

Top Domains in Tweet in G8:
[11] fb.me
[3] twitter.com
[2] nytimes.com

Top Domains in Tweet in G9:
[13] twitter.com
[2] pscp.tv
[2] politico.com
[1] nytimes.com
[1] thehill.com
[1] youtube.com
[1] fair.org
[1] progressivestoday.com
[1] democratizeus.com

Top Domains in Tweet in G10:
[36] shareaholic.com
[6] democratizeus.com
[3] theintercept.com
[2] twitter.com
[1] observer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1137] bankfraudbernie
[1114] shadysanders
[921] millionairehypocrite
[138] berniesanders
[128] sundaymorning
[122] maga
[109] hillary
[68] tonyblair
[41] amjoy
[40] trumpcare



Top Hashtags in Tweet in G1:
[1021] bankfraudbernie
[1021] shadysanders
[850] millionairehypocrite
[1] ttt
[1] dts

Top Hashtags in Tweet in G2:
[30] tonyblair
[19] feelthebern
[15] berniesanders
[12] bernie
[12] ctl
[11] p2
[9] tcot
[9] bernie2016
[9] resistance
[8] news

Top Hashtags in Tweet in G3:
[19] medicareforall
[16] vettingbernie
[4] vermonters
[3] maga
[2] bankfraudbernie
[2] shadysanders
[2] desmoines
[2] bankfraud
[2] btv
[2] vtdems

Top Hashtags in Tweet in G4:
[22] bankfraudbernie
[22] shadysanders
[18] millionairehypocrite

Top Hashtags in Tweet in G5:
[31] bankfraudbernie
[15] ttt
[14] shadysanders
[13] millionairehypocrite
[2] bernie
[1] bankfraud
[1] vermonters
[1] btv
[1] vtdems
[1] janesanders

Top Hashtags in Tweet in G6:
[3] bankfraudbernie
[3] shadysanders
[2] millionairehypocrite
[2] maga

Top Hashtags in Tweet in G7:
[12] thehumanistreport
[2] justicedems
[2] morningjoe
[1] feelthebern
[1] tfnorig

Top Hashtags in Tweet in G8:
[105] hillary
[105] berniesanders
[105] sundaymorning
[105] maga
[12] bankfraudbernie
[12] shadysanders
[10] millionairehypocrite

Top Hashtags in Tweet in G9:
[13] sundaymorning
[11] bernie
[9] revia
[1] berniesandwiches

Top Hashtags in Tweet in G10:
[36] trumpcare
[19] dncfraudlawsuit
[17] p2
[9] pda
[7] ourrevolution
[3] bernieorbust
[3] bernie2020
[2] sundayfunday
[2] progressiveorbust

Top Words
Top Words in Tweet in Entire Graph:
[3104] Words in Sentiment List#1: Positive
[2681] Words in Sentiment List#2: Negative
[95] Words in Sentiment List#3: Angry/Violent
[81342] Non-categorized Words
[87127] Total Words
[3973] bernie
[3448] sanders
[1382] fbi
[1137] bankfraudbernie
[1123] realjameswoods

Top Words in Tweet in G1:
[1034] realjameswoods
[1025] fbi
[1021] bankfraudbernie
[1021] shadysanders
[853] investigation
[850] federal
[850] mean
[850] right
[850] millionairehypocrite
[849] https

Top Words in Tweet in G2:
[595] bernie
[548] sanders
[172] wife
[143] s
[137] liberal
[136] inquiry
[135] tarnish
[133] luster
[64] iowa
[51] returns

Top Words in Tweet in G3:
[525] bernie
[475] sanders
[108] mrdane1982
[69] clinton
[67] sensanders
[64] hillary
[61] voted
[58] sailingcarol
[57] trump
[51] people

Top Words in Tweet in G4:
[319] bernie
[310] sanders
[302] kwilli1046
[263] senator
[199] elected
[199] people
[199] vermont
[199] serve
[198] impossible
[198] understand

Top Words in Tweet in G5:
[269] bernie
[253] nytimes
[238] sanders
[215] wife
[192] inquiry
[167] s
[154] tarnish
[153] liberal
[152] luster
[127] greta

Top Words in Tweet in G6:
[141] bernie
[133] sanders
[123] realdonaldtrump
[72] hillary
[70] emails
[68] let's
[68] primaries
[67] forget
[67] revealed
[67] cheated

Top Words in Tweet in G7:
[171] bernie
[147] sanders
[84] youtube
[30] video
[29] 2018
[28] cnnpolitics
[26] iowa
[26] candidate
[26] liked
[25] humanistreport

Top Words in Tweet in G8:
[118] really
[107] hillary
[106] michaelbeatty3
[105] being
[105] spineless
[105] coward
[105] bowing
[105] helped
[105] cause
[105] berniesanders

Top Words in Tweet in G9:
[59] bernie
[24] sanders
[22] dems
[22] take
[21] out
[21] progressives
[20] nyt
[20] runs
[20] front
[20] page

Top Words in Tweet in G10:
[95] bernie
[94] sanders
[36] denounces
[36] trumpcare
[36] 'the
[36] anti
[36] working
[36] class
[36] legislation
[36] ever'

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3175] bernie,sanders
[932] federal,investigation
[928] bankfraudbernie,shadysanders
[925] investigation,mean
[925] mean,fbi
[925] fbi,right
[925] right,bankfraudbernie
[922] realjameswoods,federal
[921] shadysanders,millionairehypocrite
[920] millionairehypocrite,https

Top Word Pairs in Tweet in G1:
[850] federal,investigation
[850] investigation,mean
[850] mean,fbi
[850] fbi,right
[850] right,bankfraudbernie
[850] bankfraudbernie,shadysanders
[850] shadysanders,millionairehypocrite
[849] realjameswoods,federal
[849] millionairehypocrite,https
[174] fbi,probe

Top Word Pairs in Tweet in G2:
[507] bernie,sanders
[133] liberal,luster
[130] tarnish,liberal
[129] inquiry,bernie
[129] wife,tarnish
[126] s,wife
[120] sanders,s
[51] sanders,returns
[51] returns,iowa
[38] iowa,water

Top Word Pairs in Tweet in G3:
[401] bernie,sanders
[58] hillary,clinton
[45] sailingcarol,bernie
[34] attacked,hillary
[33] mrdane1982,bernie
[32] sanders,attacked
[26] sanders,vt
[23] bernie,sanders'
[22] middle,class
[21] sanders',donald

Top Word Pairs in Tweet in G4:
[310] bernie,sanders
[236] kwilli1046,bernie
[199] sanders,elected
[199] elected,people
[199] people,vermont
[199] vermont,serve
[198] serve,senator
[198] senator,impossible
[198] impossible,understand
[65] senator,rand

Top Word Pairs in Tweet in G5:
[231] bernie,sanders
[165] s,wife
[153] wife,tarnish
[152] sanders,s
[152] liberal,luster
[151] tarnish,liberal
[150] inquiry,bernie
[135] luster,nytimes
[126] greta,inquiry
[54] nytimes,bernie

Top Word Pairs in Tweet in G6:
[131] bernie,sanders
[67] realdonaldtrump,let's
[67] let's,forget
[67] forget,hillary
[67] hillary,emails
[67] emails,revealed
[67] revealed,cheated
[67] cheated,primaries
[67] primaries,over
[67] over,bernie

Top Word Pairs in Tweet in G7:
[140] bernie,sanders
[26] liked,youtube
[26] youtube,video
[24] sanders,returns
[24] returns,iowa
[24] bernie,sanders'
[24] sanders',2018
[24] 2018,challenger
[24] challenger,unhinged
[24] unhinged,joke

Top Word Pairs in Tweet in G8:
[105] being,spineless
[105] spineless,coward
[105] coward,bowing
[105] bowing,hillary
[105] hillary,really
[105] really,helped
[105] helped,cause
[105] cause,berniesanders
[105] berniesanders,sundaymorning
[105] sundaymorning,maga

Top Word Pairs in Tweet in G9:
[20] nyt,runs
[20] runs,front
[20] front,page
[20] page,hit
[20] hit,piece
[20] piece,bernie
[20] bernie,dems
[20] dems,launch
[20] launch,new
[20] new,smear

Top Word Pairs in Tweet in G10:
[94] bernie,sanders
[36] sanders,denounces
[36] denounces,trumpcare
[36] trumpcare,'the
[36] 'the,anti
[36] anti,working
[36] working,class
[36] class,legislation
[36] legislation,ever'
[35] leecamp,bernie

Top Replied-To
Top Replied-To in Entire Graph:
@realjameswoods
@sensanders
@senwarren
@realdonaldtrump
@cnnpolitics
@kwilli1046
@cenkuygur
@foxnews
@nytimes
@isaacpvl

Top Replied-To in G1:
@realjameswoods
@ten_gop

Top Replied-To in G3:
@sensanders
@brightstrangely
@aynrand_is_dead
@defend_reality
@dbanderson1
@bravenak
@sallyalbright
@geeohpees2
@blupfront
@revwayneoasm

Top Replied-To in G4:
@kwilli1046
@hobebeachbum

Top Replied-To in G5:
@nytimes
@awardsdaily
@martin_mima
@greta
@katzonearth

Top Replied-To in G6:
@senwarren
@realdonaldtrump
@anthonyt1970
@awelab1956
@alt_myname
@etc_politics
@lyricaldragon
@free_from_trump
@rosie
@therealjamee

Top Replied-To in G7:
@cnnpolitics
@vette510
@greta
@marvinkey74
@palmerreport
@geysar
@paladiumcrayon
@dennis_reichel
@uwanna_get_nuts
@slate

Top Replied-To in G8:
@pinkbelgium
@trumpfan1975
@sarahpalinusa
@michaelbeatty3

Top Replied-To in G9:
@msnbc
@nypost
@matt_mollinedo
@mic
@fzaman93
@amjoyshow
@i_am_thechange
@tedlieu
@yascha_mounk
@pollytickal

Top Mentioned
Top Mentioned in Entire Graph:
@realjameswoods
@kwilli1046
@nytimes
@realdonaldtrump
@greta
@mrdane1982
@michaelbeatty3
@youtube
@sensanders
@protrump45

Top Mentioned in G1:
@realjameswoods
@reagancoalition
@duaneallen
@weaselzippers
@team3len
@jessiejaneduff
@mikeyazoocity
@epley_p
@immigrant4trump

Top Mentioned in G2:
@jtblogs
@aivoarm
@edbenson98
@liberal_advance
@realziplok
@dnnlkp

Top Mentioned in G3:
@mrdane1982
@sensanders
@sailingcarol
@bravenak
@jon4vermont
@isteintraum
@lynnv378
@morganarae
@garrydc2
@playongo

Top Mentioned in G4:
@kwilli1046
@realjameswoods
@hale4jesus
@columbiabugle
@nworeport
@tessyto

Top Mentioned in G5:
@nytimes
@greta
@jacobawohl
@realjameswoods
@sunraysunray
@newsbusters
@themrc
@dcexaminer
@kwilli1046
@mrdane1982

Top Mentioned in G6:
@realdonaldtrump
@protrump45
@senwarren
@nightnurse38
@treyarline
@mishaanjudah
@anthonyt1970
@wendyprince2
@dadofthreedudes
@rmsbob

Top Mentioned in G7:
@youtube
@humanistreport
@cnnpolitics
@commondreams
@avatarsucks
@benjealous
@politico
@ggreenwald
@kylekulinski
@proviewsusa

Top Mentioned in G8:
@michaelbeatty3
@realjameswoods
@sarahpalinusa
@kwilli1046
@made__usa
@gaetasusan
@pinkbelgium
@daddybusa13

Top Mentioned in G9:
@pollytickal
@cciaction
@tweetingyarnie
@grainofsands
@twitlertwit
@kavn
@virginiaincal
@pagesix
@ourrevolution
@lefty_jack

Top Mentioned in G10:
@leecamp
@nowthisnews
@angryvoters
@zaidjilani
@humanistreport
@artsyjudith
@zai
@david4senateca
@pollytickal

Top Tweeters
Top Tweeters in Entire Graph:
@t_hisashi
@ruhtyt
@marac00per
@marvellous997
@adao0o
@brendamaiy
@maggyw519
@gerfingerpoken
@jeepeg
@janinenatt

Top Tweeters in G1:
@gerfingerpoken
@roswellstalkfm
@jstines3
@lucysullivan888
@mkues65
@edwardcalame
@steph93065
@drofdem
@o_irisht
@lindasuhler

Top Tweeters in G2:
@ruhtyt
@marac00per
@marvellous997
@adao0o
@jeepeg
@janinenatt
@jamesroy
@chloeesu
@myfreedomnews
@marwanco

Top Tweeters in G3:
@dalef3
@cherokeesher2
@manmet80
@reignofapril
@eykis
@keithmcc29
@joekoffee
@angryblacklady
@dsmpowered
@sullyanne1

Top Tweeters in G4:
@hale4jesus
@irritatedwoman
@rmack2x
@bella_dandalora
@knp2bp
@mmjustified
@usatopguns
@danielc2010
@hawleysjadefav
@sterkerjabeter

Top Tweeters in G5:
@t_hisashi
@chris_1791
@chris63414391
@lindaleeking
@doctorcara
@nytimes
@ifortknox
@dcexaminer
@jbsteel_
@shimmyfab

Top Tweeters in G6:
@destinbeach22
@awelab1956
@chrisbragdon
@nightnurse38
@lalauraru777
@wendyprince2
@justgrateful
@scott_stalker2
@drdind
@jamierjn

Top Tweeters in G7:
@slate
@eaglefeather43
@politico
@iggy
@kennedyforpotus
@jjmccabe2
@mimiwinther
@mimitexasangel
@funder
@lesawilbert

Top Tweeters in G8:
@scforfreedom
@ish10040
@dennygirltwo
@debrammason1
@nancycba1
@gaetasusan
@sototg
@vachilly64
@patrioticcindy
@cjcboi

Top Tweeters in G9:
@twitlertwit
@grainofsands
@katalin_pota
@betzmyboyblue11
@kavn
@rosevine3
@curran_marlene
@virginiaincal
@i_am_thechange
@bernieupstateny

Top Tweeters in G10:
@billm9
@zaidjilani
@linda1746
@b1e56df9ce6549f
@djwoolverton
@jaccuse1
@mredinburgh
@rafaelstepanian
@tawanda46
@angryvoters