back to work, Twitter, 3/25/2020 3:30:24 AM, 223646


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back to work Twitter NodeXL SNA Map and Report for Wednesday, 25 March 2020 at 01:13 UTC
back to work Twitter NodeXL SNA Map and Report for Wednesday, 25 March 2020 at 01:13 UTC
From:
docassar
Uploaded on:
March 25, 2020
Short Description:
back to work via NodeXL https://bit.ly/2QIPWwp
@realdonaldtrump
@arianagrande
@ladynurse1974
@lawrence
@sbg1
@dayoffsounds
@larryfyed
@teeblizofficial
@rbreich
@carterforva

Top hashtags:
#coronavirus
#covid19
#generalstrike
#breakingnews
#reopenamerica
#trump

Description:
Description
The graph represents a network of 19,899 Twitter users whose recent tweets contained "back to work", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 25 March 2020 at 01:28 UTC.

The tweets in the network were tweeted over the 1-hour, 5-minute period from Wednesday, 25 March 2020 at 00:08 UTC to Wednesday, 25 March 2020 at 01:13 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 : 19899
Unique Edges : 21028
Edges With Duplicates : 1477
Total Edges : 22505
Number of Edge Types : 5
Retweet : 11225
Tweet : 2396
Replies to : 2826
MentionsInRetweet : 3728
Mentions : 2330
Self-Loops : 2428
Reciprocated Vertex Pair Ratio : 0.00201487910725356
Reciprocated Edge Ratio : 0.00402165506573859
Connected Components : 2879
Single-Vertex Connected Components : 1283
Maximum Vertices in a Connected Component : 13255
Maximum Edges in a Connected Component : 16280
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.987
Graph Density : 4.89834201465011E-05
Modularity : 0.820581
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 19,899 Twitter users whose recent tweets contained "back to work", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 25 March 2020 at 01:28 UTC.

The tweets in the network were tweeted over the 1-hour, 5-minute period from Wednesday, 25 March 2020 at 00:08 UTC to Wednesday, 25 March 2020 at 01:13 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 : back to work
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[80] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/
[78] https://davidharrisjr.com/rich/gov-cuomo-echos-trump-supporting-loosening-restrictions-to-resurrect-the-economy/
[49] https://www.foxnews.com/politics/trump-during-fox-news-coronavirus-townhall-signals-desire-to-ease-guidelines-we-have-to-get-back-to-work
[24] https://www.cnn.com/2020/03/24/politics/trump-coronavirus-economy-back-to-work/index.html
[22] https://www.nbcnews.com/politics/donald-trump/trump-echoes-some-right-pushing-get-back-work-health-experts-n1167611
[17] https://twitter.com/JasonSCampbell/status/1242589583185006594
[16] https://twitter.com/realDonaldTrump/status/1242455267603877894
[16] https://www.politicususa.com/2020/03/24/trump-trump-tells-americans-to-go-back-to-work-because-people-also-die-in-car-accidents.html
[14] https://twitter.com/jasonscampbell/status/1242589583185006594
[13] https://www.nytimes.com/2020/03/22/opinion/coronavirus-economy.html

Top URLs in Tweet in G1:
[9] https://issuesinsights.com/2020/03/24/time-to-step-back-from-economic-suicide/
[4] https://www.theguardian.com/us-news/2020/mar/24/trump-coronavirus-economy-america-business?CMP=share_btn_tw
[3] https://www.npr.org/2020/03/24/820610818/new-york-city-u-s-epicenter-braces-for-peak?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.foxnews.com/politics/trump-during-fox-news-coronavirus-townhall-signals-desire-to-ease-guidelines-we-have-to-get-back-to-work
[2] https://twitter.com/i/events/1242476964381769733
[2] https://twitter.com/realdonaldtrump/status/1242422012682919937
[2] http://www.msn.com/en-us/news/politics/trump-calls-for-restarting-economy-by-easter-we-have-to-get-back-to-work/ar-BB11DU2N?ocid=st
[1] https://www.theatlantic.com/politics/archive/2020/03/trump-allies-warn-against-quick-government-reopening/608674/
[1] https://www.facebook.com/1813045698995893/posts/2343302455970212/?d=n
[1] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/

Top URLs in Tweet in G3:
[12] https://twitter.com/jasonscampbell/status/1242589583185006594
[11] https://www.cnn.com/2020/03/24/politics/trump-coronavirus-economy-back-to-work/index.html
[10] https://twitter.com/JasonSCampbell/status/1242589583185006594
[9] https://www.nbcnews.com/politics/donald-trump/trump-echoes-some-right-pushing-get-back-work-health-experts-n1167611
[9] https://www.nytimes.com/2020/03/22/opinion/coronavirus-economy.html
[8] https://twitter.com/realDonaldTrump/status/1242455267603877894
[7] https://www.foxnews.com/politics/trump-during-fox-news-coronavirus-townhall-signals-desire-to-ease-guidelines-we-have-to-get-back-to-work
[7] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/
[6] https://twitter.com/i/events/1242476964381769733
[4] https://www.washingtonpost.com/opinions/global-opinions/trumps-goal-of-sending-people-back-to-work-early-is-reckless/2020/03/24/dba96d66-6df7-11ea-a3ec-70d7479d83f0_story.html

Top URLs in Tweet in G4:
[2] https://www.politicalflare.com/2020/03/trump-just-said-there-will-be-suicides-by-the-thousands-if-people-dont-get-back-to-work-asap/
[1] https://twitter.com/msnbc/status/1242414391330574336
[1] https://www.ft.com/coronavirus-latest
[1] https://trib.al/mgkYRPQ
[1] https://www.politicalflare.com/2020/03/and-now-it-begins-trump-signals-hes-ordering-people-back-to-work-health-officials-say-it-may-be-the-worst-week/
[1] https://twitter.com/realDonaldTrump/status/1242455267603877894
[1] https://twitter.com/bristei/status/1242541840211087362
[1] https://townhall.com/columnists/scottmorefield/2020/03/23/we-must-isolate-the-vulnerable-gain-herd-immunity-and-put-america-back-to-work-n2565483
[1] https://dailycaller.com/2020/03/23/dan-patrick-coronavirus-economy-tucker-carlson/

Top URLs in Tweet in G5:
[18] https://www.foxnews.com/politics/trump-during-fox-news-coronavirus-townhall-signals-desire-to-ease-guidelines-we-have-to-get-back-to-work
[5] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/
[2] https://www.cnn.com/2020/03/24/politics/trump-coronavirus-economy-back-to-work/index.html
[1] https://trib.al/mLlyo0O
[1] https://www.youtube.com/watch?v=k5St5wQllmA&feature=youtu.be

[1] https://www.youtube.com/watch?v=DG5bY1RLLNM&feature=youtu.be

[1] https://www.youtube.com/watch?v=2WuGAcKuiuQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=6pjXDL9l8Xo&feature=youtu.be

[1] https://www.youtube.com/watch?v=oRCWsaMuzN8&feature=youtu.be

[1] https://www.youtube.com/watch?v=oTJHQEt_gzs&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.breitbart.com/politics/2020/03/24/andrew-cuomo-supports-loosening-restrictions-to-restart-economy/
[1] https://www.youtube.com/watch?v=ZSqimxmeTyQ


Top URLs in Tweet in G7:
[51] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/
[2] https://www.thegatewaypundit.com/2020/03/good-news-first-us-test-developed-to-see-if-you-were-already-infected-by-coronavirus-will-help-put-america-back-to-work/
[1] http://www.msn.com/en-us/money/markets/states-reject-trumps-talk-of-restarting-us-economy-early/ar-BB11D2Te?ocid=ientp
[1] https://www.thegatewaypundit.com/2020/03/i-dont-care-i-dont-care-i-dont-care-pelosi-snaps-at-cnn-dana-bash-for-asking-about-trumps-plans-to-put-america-back-to-work-video/?utm_source=Email&utm_medium=the-gateway-pundit&utm_campaign=dailypm&utm_content=daily
[1] https://twitter.com/gatewaypundit/status/1242536815090900994
[1] https://www.foxnews.com/politics/trump-during-fox-news-coronavirus-townhall-signals-desire-to-ease-guidelines-we-have-to-get-back-to-work
[1] https://twitter.com/mypillowusa/status/1242539912626397184

Top URLs in Tweet in G8:
[1] https://www.dallasnews.com/news/public-health/2020/03/24/texas-lt-gov-dan-patrick-spurns-shelter-in-place-urges-return-to-work-says-grandparents-should-sacrifice/
[1] https://twitter.com/realdonaldtrump/status/1242455267603877894
[1] https://www.wired.com/story/trumps-itch-to-reboot-the-economy-would-be-a-fatal-error/
[1] https://twitter.com/kurteichenwald/status/1242480859485257728

Top URLs in Tweet in G9:
[4] https://www.cnn.com/2020/03/24/politics/trump-coronavirus-economy-back-to-work/index.html
[1] https://twitter.com/SykesCharlie/status/1242617058266886152
[1] https://www.rawstory.com/2020/03/fox-news-reporter-calls-it-the-great-american-resurrection-after-trump-insists-he-wants-americans-back-at-work-by-easter/#.XnqrrmnocyI.twitter
[1] http://www.msn.com/en-us/money/newspolitics/trump-calls-for-restarting-economy-by-easter-we-have-to-get-back-to-work/ar-BB11DU2N?ocid=st2
[1] https://www.motherjones.com/coronavirus-updates/2020/03/amid-coronavirus-spread-an-evangelical-university-welcomes-students-back-to-campus/
[1] https://www.mediaite.com/news/glenn-beck-issues-call-for-older-americans-to-go-back-to-work-even-if-we-all-get-sick-id-rather-die-than-kill-the-country/
[1] https://twitter.com/JasonSCampbell/status/1242589583185006594
[1] https://www.rawstory.com/2020/03/trump-rants-about-car-accidents-at-fox-coronavirus-town-hall-as-he-proclaims-we-have-to-get-back-to-work/
[1] https://twitter.com/NPR/status/1242287034850512896
[1] https://twitter.com/markfry809/status/1242593917956059137

Top URLs in Tweet in G10:
[1] https://slate.com/business/2020/03/trump-economy-reopen-coronavirus.html
[1] https://twitter.com/atrupar/status/1242537995103846400
[1] https://www.nbcnews.com/politics/donald-trump/trump-echoes-some-right-pushing-get-back-work-health-experts-n1167611
[1] https://www.bbc.co.uk/news/uk-england-nottinghamshire-52017811

Top Domains
Top Domains in Tweet in Entire Graph:
[411] twitter.com
[87] thegatewaypundit.com
[78] davidharrisjr.com
[58] foxnews.com
[33] cnn.com
[29] youtube.com
[28] nbcnews.com
[21] rawstory.com
[21] instagram.com
[19] nytimes.com

Top Domains in Tweet in G1:
[26] twitter.com
[9] issuesinsights.com
[4] theguardian.com
[3] npr.org
[2] foxnews.com
[2] rawstory.com
[2] nbcnews.com
[2] msn.com
[2] youtube.com
[1] theatlantic.com

Top Domains in Tweet in G3:
[187] twitter.com
[19] instagram.com
[14] cnn.com
[10] nbcnews.com
[10] nytimes.com
[9] foxnews.com
[9] thegatewaypundit.com
[9] theguardian.com
[6] washingtonpost.com
[5] rawstory.com

Top Domains in Tweet in G4:
[3] twitter.com
[3] politicalflare.com
[1] ft.com
[1] trib.al
[1] townhall.com
[1] dailycaller.com

Top Domains in Tweet in G5:
[18] foxnews.com
[15] youtube.com
[6] thegatewaypundit.com
[3] cnn.com
[3] twitter.com
[1] trib.al
[1] mediaite.com

Top Domains in Tweet in G6:
[1] breitbart.com
[1] youtube.com

Top Domains in Tweet in G7:
[54] thegatewaypundit.com
[2] twitter.com
[1] msn.com
[1] foxnews.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] dallasnews.com
[1] wired.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] cnn.com
[2] rawstory.com
[1] msn.com
[1] motherjones.com
[1] mediaite.com
[1] donors.now
[1] businessinsider.com

Top Domains in Tweet in G10:
[1] slate.com
[1] twitter.com
[1] nbcnews.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] coronavirus
[150] covid19
[137] generalstrike
[93] breakingnews
[76] reopenamerica
[62] trump
[53] magamartyr
[50] cnn
[48] notdying4wallstreet
[25] stayhome



Top Hashtags in Tweet in G1:
[72] breakingnews
[15] coronavirus
[14] covid19
[12] pelosiforprison
[9] america
[9] americans
[7] thankyoupresidenttrump
[6] trumpplague
[6] nodealdemocrats
[6] weareinthistogether

Top Hashtags in Tweet in G3:
[25] covid19
[21] coronavirus
[10] coronaviruslockdown
[6] covidー19
[6] trump
[6] stayhome
[5] notdying4wallstreet
[4] generalstrike
[4] easter
[4] reopenamerica

Top Hashtags in Tweet in G4:
[4] trump
[3] nationalstrike
[2] eastersunday
[1] coronavirus
[1] individual1
[1] magamartyr
[1] tuckercarlsontonight
[1] moronavirus
[1] worstpresidentever
[1] strikeagainsttrump

Top Hashtags in Tweet in G5:
[16] getbacktoworkamerica
[16] makeamericaworkagain
[7] dieforthedow
[6] gopdeathpanels
[5] diefortrump
[5] wewarnedyou
[3] coronavirus
[3] covid19
[3] trumpliesamericansdie
[2] trumpsupporters

Top Hashtags in Tweet in G6:
[16] stayathomeorder
[1] covid19
[1] ccp

Top Hashtags in Tweet in G7:
[45] cnn
[5] breakingnews
[1] maga
[1] trump
[1] mighty200
[1] twgrp
[1] qanon
[1] pelosihatesamericans
[1] hypocrite
[1] trump2020nowmorethanever

Top Hashtags in Tweet in G8:
[5] sociopaths
[1] magamartyr
[1] generalstrike

Top Hashtags in Tweet in G9:
[48] magamartyr
[44] coronavirus
[8] onevoice1
[3] maga
[3] idiotinchief
[3] covidー19
[2] trumplies
[2] factsmatter
[2] dontdieforthedow
[2] votebluetosaveamerica

Top Hashtags in Tweet in G10:
[85] generalstrike
[56] reopenamerica
[24] trump
[3] passiton
[2] notdying4wallstreet
[1] stayathomeorder
[1] covidactnow
[1] jen2020
[1] magamartyr

Top Words
Top Words in Tweet in Entire Graph:
[45764] Words in Sentiment List#1: Positive
[23339] Words in Sentiment List#2: Negative
[542] Words in Sentiment List#3: Angry/Violent
[613265] Non-categorized Words
[682378] Total Words
[21393] back
[20967] work
[7592] trump
[5850] go
[5600] people

Top Words in Tweet in G1:
[5284] back
[5166] work
[3058] trump
[2306] realdonaldtrump
[2037] now
[1955] ignore
[1390] people
[1172] want
[1130] over
[1123] going

Top Words in Tweet in G2:
[1580] back
[1580] work
[1576] now
[1575] wait
[1574] miss
[1574] making
[1574] things
[1574] t
[1574] s
[1574] stay

Top Words in Tweet in G3:
[1373] work
[1350] back
[544] go
[278] people
[204] t
[199] going
[190] s
[178] trump
[144] m
[139] now

Top Words in Tweet in G4:
[1297] trump
[875] t
[797] back
[780] work
[481] go
[443] now
[421] anything
[364] people
[256] governors
[254] charge

Top Words in Tweet in G5:
[337] work
[320] back
[150] go
[124] people
[75] care
[71] t
[66] trump
[62] america
[49] realdonaldtrump
[45] jasonscampbell

Top Words in Tweet in G6:
[606] work
[469] back
[343] lord
[213] trump
[206] president
[195] people
[176] please
[176] grant
[176] wisdom
[176] prudence

Top Words in Tweet in G7:
[1041] care
[498] work
[488] back
[363] t
[349] america
[344] pelosi
[321] snaps
[308] s
[306] put
[298] don

Top Words in Tweet in G8:
[620] economy
[570] talking
[364] back
[341] work
[337] people
[300] going
[288] down
[287] tell
[287] home
[286] pay

Top Words in Tweet in G9:
[338] back
[336] work
[227] trump
[190] states
[164] economy
[120] win
[120] november
[114] go
[93] send
[91] sick

Top Words in Tweet in G10:
[479] workers
[342] work
[325] back
[314] paying
[314] 90
[314] salaries
[270] go
[186] out
[172] fuck
[166] telling

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16747] back,work
[5319] go,back
[2138] going,back
[1663] work,now
[1620] t,wait
[1592] stay,inside
[1588] wait,back
[1584] now,s
[1581] s,stay
[1576] making,things

Top Word Pairs in Tweet in G1:
[4086] back,work
[1039] social,distancing
[1025] people,want
[1005] practice,social
[1005] come,back
[1004] want,return
[1004] return,work
[1004] work,practice
[1004] cure,worse
[1003] distancing,seniors

Top Word Pairs in Tweet in G2:
[1580] back,work
[1575] wait,back
[1574] miss,making
[1574] making,things
[1574] things,t
[1574] t,wait
[1574] work,now
[1574] now,s
[1574] s,stay
[1574] stay,inside

Top Word Pairs in Tweet in G3:
[951] back,work
[459] go,back
[97] going,back
[73] don,t
[57] people,back
[41] work,tomorrow
[37] people,go
[35] come,back
[35] work,easter
[32] stay,home

Top Word Pairs in Tweet in G4:
[768] back,work
[471] go,back
[418] anything,trump
[418] trump,t
[282] people,go
[247] now,trump
[246] governors,charge
[246] charge,now
[210] didn,t
[210] shut,down

Top Word Pairs in Tweet in G5:
[276] back,work
[121] go,back
[42] don,t
[31] care,care
[31] america,back
[27] president,trump
[27] put,america
[22] t,care
[22] people,back
[19] economy,re

Top Word Pairs in Tweet in G6:
[268] back,work
[192] president,trump
[176] lord,please
[176] wisdom,prudence
[176] name,amen
[167] please,counsel
[167] counsel,president
[167] trump,workers
[167] workers,back
[167] work,grant

Top Word Pairs in Tweet in G7:
[461] care,care
[454] back,work
[321] pelosi,snaps
[320] america,back
[299] t,care
[298] don,t
[296] put,america
[276] dana,bash
[276] bash,asking
[276] plans,put

Top Word Pairs in Tweet in G8:
[339] back,work
[290] going,back
[286] pay,bills
[285] former,secretary
[285] secretary,labor
[285] labor,tell
[285] tell,talking
[285] talking,stimulating
[285] stimulating,economy
[285] economy,going

Top Word Pairs in Tweet in G9:
[314] back,work
[110] go,back
[81] country,back
[81] new,york
[80] trump's,2020
[80] 2020,campaign
[80] campaign,strategy
[80] strategy,three
[80] three,steps
[80] steps,1

Top Word Pairs in Tweet in G10:
[314] 90,salaries
[314] salaries,workers
[310] back,work
[259] go,back
[157] denmark,paying
[157] paying,75
[157] 75,90
[157] workers,netherlands
[157] netherlands,paying
[157] paying,90

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@almostjingo
@aslavitt
@jasonscampbell
@whitehouse
@bridgetphetasy
@lawrence
@oliverdarcy
@lindseygrahamsc
@nygovcuomo

Top Replied-To in G1:
@realdonaldtrump
@whitehouse
@gopleader
@kirstiealley
@lrihendry
@chuckgrassley
@hanianempress
@montaga
@brandonbeckham_
@jim_jordan

Top Replied-To in G4:
@lawrence
@msnbc
@sruhle
@bristei
@robreiner
@urocklive1
@amy_siskind
@realtuckfrumper
@deadlinewh
@ericholder

Top Replied-To in G5:
@jasonscampbell
@realdonaldtrump
@speakerpelosi
@joebiden
@glennbeck
@dancrenshawtx
@baligubadle1
@katiephang
@mollyjongfast
@radiofreetom

Top Replied-To in G6:
@jsolomonreports
@scottfordtvguy
@larapatriot
@pleabargn
@hallelluyaah
@realdonaldtrump

Top Replied-To in G7:
@chuckcallesto
@bearuknow
@mitchellvii
@sjpfish
@realmikelindell
@langworthyus9th
@pitch_purfect20
@almostjingo
@jimtuscaloosaal
@ga_peach3102

Top Replied-To in G8:
@conscie80257644
@rbreich
@sophiabush
@cnn
@emtothea
@nocigar

Top Replied-To in G9:
@marshablackburn
@amandamarcotte
@donwinslow
@thomaskaine5
@joebiden
@nhannahjones
@elle_desylva
@abellvt
@kurteichenwald
@amy_siskind

Top Replied-To in G10:
@proudresister
@voteashcraft
@giftcee
@beautfc
@jenfl23

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@gatewaypundit
@dnc
@kaitlancollins
@stevenmnuchin1
@lindseygrahamsc
@thedemocrats
@billhemmer
@tedbarrettcnn
@speakerpelosi

Top Mentioned in G1:
@realdonaldtrump
@billhemmer
@whitehouse
@steelhorseq
@mike_pence
@kirstiealley
@chuckgrassley
@govrondesantis
@potus
@maddow

Top Mentioned in G2:
@realdonaldtrump

Top Mentioned in G3:
@_coachjairo
@jimheathtv
@texapinomac

Top Mentioned in G4:
@realdonaldtrump
@danpatrick
@nicolledwallace
@lawrence
@novartis
@stockmaven
@sruhle
@msnbc
@gregabbott_tx
@govabbott

Top Mentioned in G5:
@realdonaldtrump
@speakerpelosi
@glennbeck
@senschumer
@foxnews
@cnn
@mike_pence
@govstitt
@vp
@housedemocrats

Top Mentioned in G6:
@dnc
@realdonaldtrump
@gatewaypundit

Top Mentioned in G7:
@gatewaypundit
@realdonaldtrump
@cristinalaila1
@danscavino
@mypillowusa
@billdargel
@bethlahem16
@msavaarmstrong
@trey_vondinkis
@lindseygrahamsc

Top Mentioned in G8:
@realdonaldtrump
@t_inglesby
@sophiabush
@gofundme
@tazornissen

Top Mentioned in G9:
@realdonaldtrump
@googlenews
@trumprussiaties
@missin_florida
@ornl
@nhannahjones
@amandamarcotte
@avarysince

Top Mentioned in G10:
@nadiawhittomemp
@realdonaldtrump
@lmorihouse
@yvettecoopermp
@davidlammy
@acgrayling
@jeremycorbyn
@jessphillips

Top Tweeters
Top Tweeters in Entire Graph:
@lennaleprena
@jim_peoples_
@s9tmt
@comcastcares
@solutioneer72
@geoffrey_payne
@raybae689
@cagney1991
@ez4u2say_janis
@1denmadrid

Top Tweeters in G1:
@jim_peoples_
@patriot_girl_tx
@maybel65
@latikia
@marthalynneowe1
@trump_enemy
@eluin_g8
@peggyruppe
@mooseman1956
@rmack2x

Top Tweeters in G2:
@maria01240860
@nunswift
@gmeagency
@jokwonnection
@accc97
@melatikusdew
@wasabiespos
@femalebridge
@riahchristine_
@revelneoxo

Top Tweeters in G3:
@iam360wise
@lovetogive2
@queensicez
@mrkalman
@r0mansongbird
@yananous
@stbluvoter
@investwatchblog
@shondi99
@lollardfish

Top Tweeters in G4:
@ami_tvdfan
@teetweetshere
@michelejeanson1
@angryblacklady
@kcolaizzo
@leslielee327
@redz041
@paulmick
@kdl0888
@mame6432

Top Tweeters in G5:
@reneecarrollaz
@walmart
@thereseosulliv2
@foxnews
@nytimes
@pookietooth
@cnbc
@jadejensen29
@therickwilson
@radiofreetom

Top Tweeters in G6:
@patriotmarie
@baalter
@jamierodr14
@karmasquirr3l17
@cindyseestruth
@lillianmcrowley
@sness5561_ness
@trumptrainonly
@pjpaton
@kittykattmiss

Top Tweeters in G7:
@msavaarmstrong
@votingred1
@lyn1350
@fl85
@mlong42947
@janettxblessed
@alley167
@katyinindy
@yoakumgirl923
@sunnyjl52

Top Tweeters in G8:
@milatrud11
@roxy4080
@mdtoorder
@ravenrlyyeh
@grigg_dana
@tinu
@dlayphoto
@damnnnafricka
@bmoonan
@doritmi

Top Tweeters in G9:
@mayirmamay14
@betterw05759703
@raygibbs1
@rrnunez
@granny_st
@juliawb
@thuglifesocial
@enardavis1
@augusteve2012
@sabulosaa

Top Tweeters in G10:
@bigonanime
@frankie1654
@jeromethegnome
@lmorihouse
@spacetimeltd
@dixielolo
@myscarletfelony
@7leaguebootdisk
@501china
@wildmarshphoto