Chinese Flu, Twitter, 3/19/2020 2:41:55 AM, 223217


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Chinese Flu_2020-03-18_11-54-36.xlsx
Chinese Flu_2020-03-18_11-54-36.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 19, 2020
Short Description:
Chinese Flu via NodeXL http://bit.ly/33y9gC2
@whitehouse
@realdonaldtrump
@chuckgrassley
@yamiche
@waltshaub
@piersmorgan
@sethabramson
@dilleyshow
@thehill
@forbes

Top hashtags:
#coronavirus
#covid19
#chinaliedpeopledied
#chinese
#racistinchief
#chinesevirus

Description:
Description
The graph represents a network of 18,616 Twitter users whose recent tweets contained "Chinese Flu", 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, 18 March 2020 at 21:00 UTC.

The tweets in the network were tweeted over the 3-hour, 25-minute period from Wednesday, 18 March 2020 at 15:41 UTC to Wednesday, 18 March 2020 at 19:06 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 : 18616
Unique Edges : 21566
Edges With Duplicates : 955
Total Edges : 22521
Number of Edge Types : 5
Retweet : 11838
Replies to : 4132
MentionsInRetweet : 2751
Mentions : 2497
Tweet : 1303
Self-Loops : 1335
Reciprocated Vertex Pair Ratio : 0.00226899681374916
Reciprocated Edge Ratio : 0.00452772024468956
Connected Components : 1520
Single-Vertex Connected Components : 807
Maximum Vertices in a Connected Component : 15364
Maximum Edges in a Connected Component : 19499
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.765168
Graph Density : 5.99099362711335E-05
Modularity : 0.834939
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 18,616 Twitter users whose recent tweets contained "Chinese Flu", 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, 18 March 2020 at 21:00 UTC.

The tweets in the network were tweeted over the 3-hour, 25-minute period from Wednesday, 18 March 2020 at 15:41 UTC to Wednesday, 18 March 2020 at 19:06 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 : Chinese Flu
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:
[156] https://www.forbes.com/sites/lisettevoytko/2020/03/18/japanese-flu-drug-effective-against-coronavirus-in-clinical-trials-chinese-officials-say/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie/#76616c657269
[83] https://techcrunch.com/2020/03/18/japanese-flu-drug-appears-effective-in-coronavirus-treatment-in-chinese-clinical-trials/
[82] https://www.dailymail.co.uk/news/article-8125513/Drug-used-treat-flu-Japan-clearly-effective-Chinese-officials-say.html
[39] https://www.forbes.com/sites/lisettevoytko/2020/03/18/japanese-flu-drug-effective-against-coronavirus-in-clinical-trials-chinese-officials-say/
[37] https://twitter.com/jiayangfan/status/1240111033550766080
[26] https://www.nationalreview.com/2020/03/covid-19-is-the-chinese-governments-curse-upon-the-world/?utm_source=recirc-mobile&utm_medium=blog-post&utm_campaign=river&utm_content=more-in&utm_term=third
[22] https://theweek.com/speedreads/903079/japanese-flu-drug-appears-effective-combatting-coronavirus-chinese-studies-show
[19] https://www.thedailybeast.com/trump-addresses-kung-flu-remark-says-asian-americans-agree-100-with-him-using-chinese-virus?via=twitter_page
[18] https://www.theguardian.com/world/2020/mar/18/japanese-flu-drug-clearly-effective-in-treating-coronavirus-says-china
[17] https://www.designboom.com/technology/japanese-flu-drug-clearly-effective-covid-19-chinese-medical-officials-03-18-2020/

Top URLs in Tweet in G1:
[2] https://twitter.com/deanschneiderfp/status/1240347384779063299
[1] https://www.theguardian.com/world/2020/mar/18/japanese-flu-drug-clearly-effective-in-treating-coronavirus-says-china

Top URLs in Tweet in G2:
[3] https://twitter.com/JiayangFan/status/1240111033550766080
[2] https://pjmedia.com/vodkapundit/battles-of-the-bulge-what-wwii-can-teach-us-about-stopping-the-chinese-flu/
[2] https://www.youtube.com/watch?v=-UVtlm6BQf0

[2] https://twitter.com/cspan/status/1240325024646680583
[2] https://www.theguardian.com/world/2020/mar/18/japanese-flu-drug-clearly-effective-in-treating-coronavirus-says-china
[2] http://it.in
[2] https://twitter.com/bobsegallwthr/status/1239709761320484872
[1] https://www.politico.com/news/magazine/2020/03/17/spanish-flu-lessons-coronavirus-133888
[1] https://www.thedailybeast.com/trump-addresses-kung-flu-remark-says-asian-americans-agree-100-with-him-using-chinese-virus
[1] https://twitter.com/TonyySays/status/1224801488956002305

Top URLs in Tweet in G3:
[2] https://twitter.com/ChuckGrassley/status/1240245244169420800
[2] https://twitter.com/jiayangfan/status/1240111033550766080
[1] https://twitter.com/anhji_/status/1240337634192494592
[1] https://www.thedailybeast.com/trump-addresses-kung-flu-remark-says-asian-americans-agree-100-with-him-using-chinese-virus
[1] https://www.google.com/search?q=origin+of+spanish+flu&oq=origin+of+spanish+flu&aqs=chrome..69i57j0l7.8719j0j4&sourceid=chrome&ie=UTF-8
[1] https://twitter.com/MSNBC/status/1240328061721157632
[1] https://twitter.com/RealMattCouch/status/1240323079445852160
[1] https://www.history.com/.amp/news/why-was-it-called-the-spanish-flu
[1] https://twitter.com/grummz/status/1240005465846644736
[1] https://twitter.com/eugenecho/status/1239709677740384257

Top URLs in Tweet in G4:
[1] https://twitter.com/CAPAction/status/1240324315603763200
[1] https://twitter.com/kevinsxu/status/1239607058950807552
[1] https://twitter.com/gerrenpeterson/status/1240342600667799555
[1] https://twitter.com/timinhonolulu/status/1240309250343055367
[1] https://www.forbes.com/sites/lisettevoytko/2020/03/18/japanese-flu-drug-effective-against-coronavirus-in-clinical-trials-chinese-officials-say/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie/#7999f02c6bad

Top URLs in Tweet in G5:
[1] https://twitter.com/GerryFlynn20/status/1240292532719964162
[1] https://twitter.com/MspdcaliKag/status/1240343406779330560
[1] https://twitter.com/dailycaller/status/1240315956368457734
[1] https://twitter.com/mrctv/status/1238186498433966081?s=21
[1] https://twitter.com/mrctv/status/1238186498433966081
[1] https://twitter.com/piersmorgan/status/1240244368163946496

Top URLs in Tweet in G6:
[1] https://www.amazon.com/Americas-Forgotten-Pandemic-Influenza-1918/dp/0521541751/ref=sr_1_1?keywords=America%27s+Forgotten+Pandemic&qid=1584551077&sr=8-1
[1] https://www.nationalgeographic.com/news/2014/1/140123-spanish-flu-1918-china-origins-pandemic-science-health/
[1] https://twitter.com/waltshaub/status/1240259342135447554
[1] https://twitter.com/realDonaldTrump/status/1240226752447873027

Top URLs in Tweet in G7:
[28] https://techcrunch.com/2020/03/18/japanese-flu-drug-appears-effective-in-coronavirus-treatment-in-chinese-clinical-trials/
[16] https://www.forbes.com/sites/lisettevoytko/2020/03/18/japanese-flu-drug-effective-against-coronavirus-in-clinical-trials-chinese-officials-say/
[15] https://www.dailymail.co.uk/news/article-8125513/Drug-used-treat-flu-Japan-clearly-effective-Chinese-officials-say.html
[14] https://news.yahoo.com/japanese-flu-drug-appears-effective-114020934.html
[8] https://twitter.com/realdonaldtrump/status/1240243188708839424
[8] https://twitter.com/ChuckGrassley/status/1240245244169420800
[7] https://twitter.com/WhiteHouse/status/1240345890159824901
[5] https://twitter.com/realDonaldTrump/status/1240243188708839424
[5] https://theweek.com/speedreads/903079/japanese-flu-drug-appears-effective-combatting-coronavirus-chinese-studies-show
[4] https://itunes.apple.com/app/apple-store/id384101264?pt=300983&ct=social-shares-in-app&mt=8

Top URLs in Tweet in G8:
[3] https://www.lightningpath.org/mikesblog/covid-19%e2%80%8a-%e2%80%8anot-the-chinese-flu-the-01-percent-flu/
[1] https://www.nationalreview.com/2020/03/covid-19-is-the-chinese-governments-curse-upon-the-world/
[1] https://trib.al/NVzztaF
[1] https://twitter.com/secretsbedard/status/1240331672215789570
[1] https://twitter.com/msnbc/status/1240328061721157632
[1] https://www.breitbart.com/politics/2020/03/18/watch-donald-trump-calling-coronavirus-chinese-virus-is-not-racist-at-all/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/w_terrence/status/1239784143581413376
[1] https://twitter.com/benshapiro/status/1240291008161570817

Top URLs in Tweet in G9:
[4] https://techcrunch.com/2020/03/18/japanese-flu-drug-appears-effective-in-coronavirus-treatment-in-chinese-clinical-trials/
[1] https://www.mediaite.com/tv/trump-dismisses-question-from-reporter-asking-about-aides-kung-flu-comment-it-comes-from-china/
[1] https://www.forbes.com/sites/lisettevoytko/2020/03/18/japanese-flu-drug-effective-against-coronavirus-in-clinical-trials-chinese-officials-say/?utm_campaign=forbes&utm_source=twitter&utm_medium=social&utm_term=Valerie/#76616c657269

Top URLs in Tweet in G10:
[1] https://www.nytimes.com/2020/03/17/business/media/china-expels-american-journalists.html
[1] https://twitter.com/HillaryClinton/status/1240283608121839617
[1] https://twitter.com/RepJudyChu/status/1240317655745204231
[1] https://twitter.com/yashar/status/1240325276367634432

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[221] forbes.com
[165] co.uk
[85] techcrunch.com
[32] thedailybeast.com
[28] nationalreview.com
[25] yahoo.com
[24] theguardian.com
[22] theweek.com
[21] youtube.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] theguardian.com

Top Domains in Tweet in G2:
[21] twitter.com
[3] youtube.com
[2] pjmedia.com
[2] theguardian.com
[2] it.in
[2] cdc.gov
[1] politico.com
[1] thedailybeast.com
[1] history.com
[1] thegatewaypundit.com

Top Domains in Tweet in G3:
[9] twitter.com
[1] thedailybeast.com
[1] google.com
[1] history.com
[1] cbsnews.com
[1] youtube.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] forbes.com

Top Domains in Tweet in G5:
[6] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] amazon.com
[1] nationalgeographic.com

Top Domains in Tweet in G7:
[189] twitter.com
[29] techcrunch.com
[28] co.uk
[27] forbes.com
[16] yahoo.com
[5] youtube.com
[5] theweek.com
[5] theguardian.com
[4] apple.com
[4] thedailybeast.com

Top Domains in Tweet in G8:
[4] twitter.com
[3] lightningpath.org
[1] nationalreview.com
[1] trib.al
[1] breitbart.com

Top Domains in Tweet in G9:
[4] techcrunch.com
[1] mediaite.com
[1] forbes.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[422] coronavirus
[366] covid19
[49] chinaliedpeopledied
[38] chinese
[37] racistinchief
[37] chinesevirus
[24] covid2019
[22] convid19
[20] china
[19] trump



Top Hashtags in Tweet in G1:
[5] coronavirus
[4] covid19
[4] chinaliedpeopledied
[2] chinesevirus
[1] trump2020
[1] trump2020landslide
[1] wuhanflu
[1] biologalweapon
[1] maga
[1] coronavirusoutbreak

Top Hashtags in Tweet in G2:
[202] coronavirus
[21] convid19
[10] covid19
[5] chinesevirus
[3] trumpvirus
[3] covid2019
[2] fakenews
[2] maga
[2] racistinchief
[2] trump

Top Hashtags in Tweet in G3:
[9] coronavirus
[4] covid19
[2] china
[2] europe
[2] chinaflu
[2] trumpvirus
[1] smartnews
[1] covid_19
[1] chinese
[1] spainishflu

Top Hashtags in Tweet in G4:
[32] coronavirus
[4] covid19
[2] captaintrumps
[1] trumpvirus
[1] msnbc
[1] maga
[1] qanon
[1] kungflu
[1] liberalhypocrisy
[1] yamiche

Top Hashtags in Tweet in G5:
[12] breaking
[6] chinaliedpeopledied
[3] coronavirus
[2] covid19
[1] stayeducated
[1] samething
[1] gbo
[1] chineseflu
[1] savetherhino

Top Hashtags in Tweet in G6:
[11] coronavirus
[2] covidー19
[1] trumpscoronamassacre

Top Hashtags in Tweet in G7:
[44] coronavirus
[43] covid19
[10] chinesevirus
[9] chinaliedpeopledied
[6] chinese
[6] coronavirusupdate
[5] coronaviruschallenge
[4] coronavirusoutbreak
[4] trumpliedpeopledied
[4] covid2019

Top Hashtags in Tweet in G8:
[5] chinesecoronavirus
[4] covid19
[3] chinesevirus
[3] coronavirus
[2] fakenewsmedia
[2] coronavirusoutbreak
[2] coronavirusupdate
[2] chinaliedpeopledied
[2] democratracism
[2] trump2020nowmorethanever

Top Hashtags in Tweet in G9:
[1] kag2020
[1] breaking
[1] covid19
[1] chinaliedpeopledied

Top Hashtags in Tweet in G10:
[2] covid19
[1] racistinchief
[1] wakeupamerica
[1] everybodyhavefuntonight
[1] geographicallychallenged
[1] kungflu
[1] allinthistogether
[1] chinesevirus
[1] wethepeople
[1] chinavirus

Top Words
Top Words in Tweet in Entire Graph:
[7585] Words in Sentiment List#1: Positive
[52148] Words in Sentiment List#2: Negative
[257] Words in Sentiment List#3: Angry/Violent
[626983] Non-categorized Words
[686719] Total Words
[19906] flu
[17737] chinese
[13834] virus
[7212] spanish
[5555] americans

Top Words in Tweet in G1:
[2676] flu
[2638] chinese
[2560] virus
[2559] spanish
[2533] called
[2530] media
[2523] named
[2520] coronavirus
[2515] before
[2514] nile

Top Words in Tweet in G2:
[2254] flu
[2240] chinese
[1772] realdonaldtrump
[1293] americans
[1186] called
[1182] trump
[1140] asian
[1136] people
[1088] coronavirus
[1066] saying

Top Words in Tweet in G3:
[3757] virus
[3601] upset
[2122] flu
[2082] chinese
[1990] spanish
[1829] china
[1824] spain
[1809] 1918
[1797] originated
[1792] don

Top Words in Tweet in G4:
[2003] trump
[1927] term
[1316] virus
[1287] yamiche
[1177] think
[1161] calling
[1100] flu
[945] asks
[926] chinese
[887] kung

Top Words in Tweet in G5:
[1119] flu
[659] calling
[638] chinese
[629] trump
[625] media
[609] pandemic
[608] difference
[606] everyone
[601] president
[597] virus'

Top Words in Tweet in G6:
[1897] flu
[1816] white
[997] chinese
[915] racist
[910] wuhan
[905] people
[903] sure
[903] many
[903] sickening
[902] see

Top Words in Tweet in G7:
[947] flu
[863] chinese
[494] virus
[214] kung
[189] calling
[169] racist
[164] spanish
[163] trump
[154] china
[138] call

Top Words in Tweet in G8:
[541] chinese
[494] flu
[258] virus
[156] spanish
[153] coronavirus
[136] those
[134] china
[130] richardengel
[124] influenza
[123] used

Top Words in Tweet in G9:
[433] virus
[383] chinese
[382] flu
[232] kung
[182] racist
[176] official
[161] called
[140] wh
[123] china
[109] call

Top Words in Tweet in G10:
[334] flu
[327] chinese
[313] food
[290] virus
[198] libs
[190] repjudychu
[182] spanish
[121] race
[102] racism
[95] liberals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7085] spanish,flu
[6110] chinese,virus
[3709] chinese,flu
[3058] called,chinese
[3053] chinese,coronavirus
[2949] ebola,named
[2908] west,nile
[2877] nile,virus
[2799] flu,west
[2788] virus,zika

Top Word Pairs in Tweet in G1:
[2557] spanish,flu
[2513] west,nile
[2513] chinese,coronavirus
[2512] called,chinese
[2510] nile,virus
[2509] flu,west
[2509] virus,zika
[2509] zika,ebola
[2509] ebola,named
[2509] named,places

Top Word Pairs in Tweet in G2:
[1103] asian,americans
[1034] chinese,people
[1032] realdonaldtrump,trump
[1029] blame,chinese
[1027] called,coronavirus
[1024] trump,called
[1024] coronavirus,hoax
[1024] hoax,basically
[1024] basically,flu
[1024] flu,bro

Top Word Pairs in Tweet in G3:
[1980] spanish,flu
[1824] chinese,virus
[1784] don,understand
[1784] understand,china
[1784] china,gets
[1784] gets,upset
[1784] upset,bc
[1784] bc,refer
[1784] refer,virus
[1784] virus,originated

Top Word Pairs in Tweet in G4:
[884] kung,flu
[764] using,term
[744] chinese,virus
[693] asian,americans
[669] yamiche,asks
[668] wh,official
[667] asks,trump
[667] trump,wh
[622] puts,asian
[622] americans,risk

Top Word Pairs in Tweet in G5:
[615] trump,calling
[595] 'chinese,virus'
[594] president,trump
[594] calling,'chinese
[593] seeing,lot
[593] lot,liberals
[593] liberals,media
[593] media,getting
[593] getting,very
[593] very,agitated

Top Word Pairs in Tweet in G6:
[921] chinese,flu
[913] flu,chinese
[906] wuhan,flu
[902] see,white
[902] white,people
[902] people,twitter
[902] twitter,explaining
[902] explaining,sure
[902] sure,wuhan
[902] flu,racist

Top Word Pairs in Tweet in G7:
[309] chinese,virus
[266] chinese,flu
[213] kung,flu
[155] spanish,flu
[90] covid,19
[80] calling,chinese
[72] flu,chinese
[63] flu,drug
[62] japanese,flu
[61] virus,kung

Top Word Pairs in Tweet in G8:
[146] spanish,flu
[123] chinese,virus
[119] chinese,medical
[119] medical,authorities
[119] authorities,claimed
[119] claimed,drug
[119] drug,used
[119] used,japan
[119] japan,treat
[119] treat,strains

Top Word Pairs in Tweet in G9:
[232] kung,flu
[169] virus,racist
[168] chinese,virus
[96] call,chinese
[91] white,house
[90] china,virus
[90] wuhan,virus
[89] called,kung
[88] reporters,white
[88] house,acting

Top Word Pairs in Tweet in G10:
[207] chinese,virus
[182] spanish,flu
[130] repjudychu,chinese
[93] italian,food
[93] mexican,food
[92] justbeatee,repjudychu
[92] virus,offensive
[92] offensive,race
[92] race,obsessed
[92] obsessed,liberals

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@chuckgrassley
@justbeatee
@piersmorgan
@repjudychu
@msnbc
@bobsegallwthr
@weijia
@whitehouse
@georgepapa19

Top Replied-To in G1:
@whitehouse
@senwarren
@guypbenson
@brucefeldmancfb
@brhodes
@mexicantamale_
@johnfromcranber
@bleacherreport
@diamondandsilk
@lrihendry

Top Replied-To in G2:
@realdonaldtrump
@tedlieu
@pappiness
@murwiz
@sarafischer
@michaelbeatty3
@eugenegu
@davidcorndc
@dcexaminer
@cenkuygur

Top Replied-To in G3:
@chuckgrassley
@realdonaldtrump
@candygram30
@devincow
@danthaens
@lamarshall
@seecicisee
@saltedlime65
@chadcthomas
@patriotinohio

Top Replied-To in G4:
@yamiche
@maggienyt
@joyannreid
@k_jeanpierre
@therickwilson
@capaction
@realdonaldtrump
@katiephang
@aiwayslistening
@shadihamid

Top Replied-To in G5:
@piersmorgan
@kirstiemallsopp
@cathynewman
@brugesgroup
@david_brfar
@craigvn
@jars48109814
@dominiquetaegon
@iamsingensmythe
@foramerica

Top Replied-To in G6:
@waltshaub
@markhertling
@audragm
@mary_sturino
@joyannreid

Top Replied-To in G8:
@msnbc
@dailycaller
@benshapiro
@alx
@prisonplanet
@nbcnews
@jfreewright
@katehydeny
@cbsnews
@mzhemingway

Top Replied-To in G9:
@yashar
@reaganbattalion
@kylam_official
@bacardisour
@samantha_chang
@subtlearray
@asharangappa_
@willchoe
@redsteeze
@grummz

Top Replied-To in G10:
@justbeatee
@repjudychu
@josephjflynn1
@realdonaldtrump
@steph93065
@sankarchanda99
@airgunner823
@mschlapp
@mrcrazee
@mollysam1986

Top Mentioned
Top Mentioned in Entire Graph:
@yamiche
@realdonaldtrump
@richardengel
@repjudychu
@ceciliavega
@lisettevoytko
@mailonline
@potus
@whitehouse
@gatewaypundit

Top Mentioned in G1:
@realdonaldtrump
@whitehouse
@foxnews
@comfortablysmug
@senwarren
@nba
@donaldjtrumpjr
@cusackkat
@saramangas2004

Top Mentioned in G2:
@realdonaldtrump
@yamiche
@potus
@who
@eugenegu
@whitehouse
@pappiness
@lesleyabravanel
@ivankatrump

Top Mentioned in G3:
@realdonaldtrump
@gop
@chuckgrassley
@waltshaub
@katmillertn
@potus
@gymnat545
@mikeandersonsr
@bobyt20
@maga

Top Mentioned in G4:
@yamiche
@realdonaldtrump
@joyannreid
@katiephang
@capaction
@maggienyt
@barmakn
@hopesmitty
@puffdomino

Top Mentioned in G5:
@piersmorgan
@kirstiemallsopp
@davidjobrexit
@cathynewman
@broadbent_craig
@alowd34
@leng_thomas
@lisamarieboothe
@realdonaldtrump
@dvatw

Top Mentioned in G6:
@yamiche
@realdonaldtrump
@chuckgrassley
@tlcesq
@waltshaub
@tiffanydcross
@nhdogmom

Top Mentioned in G8:
@richardengel
@msnbc
@benshapiro
@cnn
@realdonaldtrump
@nytimes
@washingtonpost
@jamesrbrennantz
@sethcotlar
@cnbc

Top Mentioned in G9:
@realdonaldtrump
@samharrisorg
@stillgray
@yashar
@yamiche
@rubinreport
@douglaskmurray
@bensschoen
@scotsfyre
@benshapiro

Top Mentioned in G10:
@repjudychu
@realdonaldtrump
@pbs
@mschlapp
@flotus
@j_chatwani
@vinnykhullar
@unchatiranga
@ianjoosharma
@monstro_fan

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@realercanates1
@chris_1791
@marcodacostafx
@immoralreport
@commonpatriot
@s9tmt
@solutioneer72
@cagney1991
@lucioquincioc

Top Tweeters in G1:
@marcodacostafx
@lucioquincioc
@saragomezaranci
@john1966olsen
@lauracgilleslil
@b1e56df9ce6549f
@organic2016
@andreinilla
@franceafrik
@gesanda

Top Tweeters in G2:
@cagney1991
@soapfanfiction
@sharneal
@debrammason1
@inspiteoftrump
@woitekj
@grandpooba5440
@carolmaewy
@rustymk2
@gpwriter

Top Tweeters in G3:
@patriotmarie
@cheezwitham
@magicdmw
@shoutgracegrace
@tea_party_chris
@tammywalt61
@cssueta
@saminhim
@mlong42947
@chris11962

Top Tweeters in G4:
@argojournal
@backstorymom1
@ligayaloyola
@kak089
@kenkircher1
@anthonybourque
@phendricks71
@new_narrative
@showtimerick
@fight4freedom72

Top Tweeters in G5:
@sensitivesam
@sergehalytsky
@alanjohnson35
@z_chrissie
@au_bebe
@sunilkumaraus
@kyleraccio
@real_dr_roy
@princessofwails
@idlegigi

Top Tweeters in G6:
@paxnostrum
@russelltim151
@ungubunugu1274
@kmjeezy
@nhdogmom
@wise_diva
@sylviaz1913
@espnfrankie
@jameskthompson1
@trumpwatchnews

Top Tweeters in G7:
@realercanates1
@analyticaglobal
@indecardio
@southerngemgal
@rowaenthe
@aliwojo19
@davidh7426
@albionsseed
@_iogan
@dorimuetz

Top Tweeters in G8:
@alllibertynews
@commonpatriot
@raumunz
@domer94
@tiniskwerl
@nytimes
@hdmcardenadenis
@washingtonpost
@cnbc
@africaupdates

Top Tweeters in G9:
@tahdeetz
@eph4_15
@bamaperry
@siaayrom
@robertrokdawg
@adudefromnowere
@purrpatrol
@cccp3o
@rnd1622
@lisaannega

Top Tweeters in G10:
@jamess020770
@miriamrosemc
@di_plora
@lauriemettier
@steph93065
@krisbrbr93
@trumpcat04
@luke4tech
@seldengadawgs
@magaxxoo


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