Bloomberg, Twitter, 2/23/2020 4:16:04 AM, 221779


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Bloomberg_2020-02-22_09-38-14.xlsx
Bloomberg_2020-02-22_09-38-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 23, 2020
Short Description:
Bloomberg via NodeXL http://bit.ly/32l39QY
@mikebloomberg
@realdonaldtrump
@catturd2
@mmpadellan
@washingtonpost
@jeff_lake
@berniesanders
@mike2020
@ewarren
@business

Top hashtags:
#bloomberg
#bloombergforthepeople
#demdebate
#coronavirus
#oms
#minimike

Description:
Description
The graph represents a network of 18,171 Twitter users whose recent tweets contained "Bloomberg", 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 Saturday, 22 February 2020 at 22:03 UTC.

The tweets in the network were tweeted over the 53-minute period from Saturday, 22 February 2020 at 16:59 UTC to Saturday, 22 February 2020 at 17:52 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 : 18171
Unique Edges : 22510
Edges With Duplicates : 3832
Total Edges : 26342
Number of Edge Types : 5
Retweet : 11308
Replies to : 3052
Tweet : 3323
MentionsInRetweet : 4361
Mentions : 4298
Self-Loops : 3385
Reciprocated Vertex Pair Ratio : 0.00486698483201814
Reciprocated Edge Ratio : 0.00968682403837111
Connected Components : 2219
Single-Vertex Connected Components : 1168
Maximum Vertices in a Connected Component : 13915
Maximum Edges in a Connected Component : 21932
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.80982
Graph Density : 6.44098153095643E-05
Modularity : 0.757509
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,171 Twitter users whose recent tweets contained "Bloomberg", 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 Saturday, 22 February 2020 at 22:03 UTC.

The tweets in the network were tweeted over the 53-minute period from Saturday, 22 February 2020 at 16:59 UTC to Saturday, 22 February 2020 at 17:52 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 : Bloomberg
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:
[266] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[151] https://trib.al/cWshJXZ
[127] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump
[104] https://www.nydailynews.com/opinion/ny-oped-memo-to-mike-bloomberg-20200222-v4fuckgwena3zlijlqlu6rod6u-story.html
[92] https://lasvegassun.com/news/2020/feb/21/analysis-with-video-billboard-messages-in-the-hear/
[85] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/
[72] https://www.foxnews.com/politics/twitter-suspends-bloomberg-accounts
[68] https://www.huffpost.com/entry/michael-bloomberg-prison-labor-2020-campaign-calls_n_5e027a19e4b05b08babb64c9?ncid=engmodushpmg00000004
[59] https://www.huffpost.com/entry/michael-bloomberg-prison-labor-2020-campaign-calls_n_5e027a19e4b05b08babb64c9
[50] https://thedcpatriot.com/wow-clint-eastwood-backs-mike-bloomberg-wishes-trump-was-more-genteel-in-office/

Top URLs in Tweet in G1:
[46] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump
[40] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/
[37] https://thedcpatriot.com/wow-clint-eastwood-backs-mike-bloomberg-wishes-trump-was-more-genteel-in-office/
[21] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/?utm_medium=social&utm_source=facebook&fbclid=IwAR2r2u6469fpJF-mw-Fylj_ON5zkF5ammFsgm1DH3Zyx1oLL_FBHk0evjFM
[16] https://www.thewrap.com/clint-eastwood-mike-bloomberg-trump-2020/
[9] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump.amp?__twitter_impression=true
[9] https://www.foxnews.com/politics/twitter-suspends-bloomberg-accounts
[6] https://twitchy.com/gregp-3534/2020/02/21/new-libertarian-clint-eastwood-endorses-anti-gun-stop-and-frisk-sugar-cop-mike-bloomberg/
[5] https://www.thegatewaypundit.com/2020/02/here-we-go-bloomberg-campaign-blames-bernie-bros-for-vandalism-at-tennessee-offices-video/
[5] https://www.washingtonpost.com/politics/2020/02/20/bloombergs-manipulated-debate-video-earns-four-pinocchios/

Top URLs in Tweet in G2:
[17] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[13] https://www.nydailynews.com/opinion/ny-oped-memo-to-mike-bloomberg-20200222-v4fuckgwena3zlijlqlu6rod6u-story.html
[9] https://www.inquisitr.com/5905740/clint-eastwood-michael-bloomberg/
[5] https://www.foxnews.com/politics/twitter-suspends-bloomberg-accounts
[4] https://morningconsult.com/2020/02/21/michael-bloomberg-polling-post-debate-las-vegas/
[4] https://twitter.com/AshaRangappa_/status/1231222203015999488
[3] https://www.vice.com/en_us/article/3a85nn/stop-and-frisk-mayor-bloomberg-nyc-personal-stories
[3] http://www.msn.com/en-us/news/elections-2020/twitter-is-suspending-70-pro-bloomberg-accounts-citing-platform-manipulation/ar-BB10gcrW?ocid=st
[3] https://www.axios.com/twitter-michael-bloomberg-suspended-platform-manipulation-e2ac550d-28e0-47f6-b4c4-355e534b8e21.html?utm_source=twitter&utm_medium=social&utm_campaign=organic
[3] https://www.huffpost.com/entry/bloomberg-bans-food-donat_n_1367542

Top URLs in Tweet in G3:
[35] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump
[19] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[16] http://www.msn.com/en-us/news/elections-2020/twitter-is-suspending-70-pro-bloomberg-accounts-citing-platform-manipulation/ar-BB10gcrW?ocid=st2
[15] https://www.nydailynews.com/opinion/ny-oped-memo-to-mike-bloomberg-20200222-v4fuckgwena3zlijlqlu6rod6u-story.html
[13] https://twitter.com/mike2020/status/1230924887809757184
[12] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/
[6] https://twitter.com/lil_yenta/status/1231052556782034944
[6] https://www.yahoo.com/entertainment/clint-eastwood-2020-election-just-150921450.html
[6] https://www.bloomberg.com/news/articles/2020-02-22/italy-races-to-contain-spread-of-virus-in-north-after-two-deaths?utm_source=dlvr.it&utm_medium=twitter
[5] https://twitter.com/jeff_lake/status/1230644844202201092

Top URLs in Tweet in G4:
[20] https://www.foxnews.com/politics/twitter-suspends-bloomberg-accounts
[20] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/
[18] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump
[6] https://juliereichwein.info/mike-bloomberg-harvey-weinstein-had-years-long-mutually-beneficial-relationship/
[5] https://thedcpatriot.com/wow-clint-eastwood-backs-mike-bloomberg-wishes-trump-was-more-genteel-in-office/
[4] https://www.americanthinker.com/articles/2020/02/bloomberg_the_democrat_man_behind_the_curtain.html
[4] https://www.thedailybeast.com/girls-line-up-to-give-him-oral-sex-as-a-present-say-bloomberg-lawsuits-unearthed
[3] https://www.breitbart.com/entertainment/2020/02/22/clint-eastwood-backs-mike-bloomberg-for-president/?utm_medium=social&utm_source=facebook
[3] https://twitter.com/catturd2/status/1231263454146723846
[3] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump.amp?__twitter_impression=true

Top URLs in Tweet in G5:
[21] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[11] https://www.rollingstone.com/politics/political-commentary/mike-bloomberg-debate-disaster-955791/
[7] https://theintercept.com/2019/12/24/mike-bloomberg-2020-prison-labor/
[7] https://www.haaretz.com/us-news/.premium-bernie-or-bust-yes-electing-sanders-is-more-important-than-just-defeating-trump-1.8552036
[6] https://twitter.com/Mike2020/status/1230990526381465606
[5] https://twitter.com/eyokley/status/1230939067010953217
[4] https://www.newsweek.com/twitter-suspends-70-pro-bloomberg-accounts-violating-spam-policy-copy-pasted-tweets-1488551
[4] https://www.foxnews.com/politics/twitter-suspends-bloomberg-accounts
[3] https://twitter.com/Mike2020/status/1231266318441164801
[3] https://www.foxnews.com/entertainment/clint-eastwood-support-mike-bloomberg-trump

Top URLs in Tweet in G6:
[2] https://thehill.com/policy/technology/484168-twitter-suspends-70-pro-bloomberg-accounts-citing-platform-manipulation
[1] https://www.nytimes.com/2020/02/20/opinion/warren-bloomberg-debate.html
[1] https://twitter.com/mmpadellan/status/1231083444463120384
[1] https://twitter.com/Mike2020/status/1230924887809757184

Top URLs in Tweet in G7:
[5] https://www.moonofalabama.org/2020/02/mike-bloomberg-is-putins-agent.html
[4] https://www.politico.com/news/2020/02/20/bloomberg-brokered-convention-strategy-116407
[4] https://www.washingtonpost.com/local/dc-politics/bowser-bloomberg/2020/02/21/75bcc4d0-5335-11ea-929a-64efa7482a77_story.html
[4] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[3] https://www.newsbusters.org/blogs/nb/randy-hall/2020/02/21/trouble-indemland-obamaworld-mad-bloombergs-obama-ads
[3] https://theintercept.com/2020/02/15/mike-bloomberg-campaign-spending-media-executives/
[2] https://theintercept.com/2020/02/18/mike-bloomberg-lp-nda-china/
[2] https://www.rollingstone.com/politics/political-commentary/mike-bloomberg-debate-disaster-955791/
[2] https://theintercept.com/2020/02/19/mike-bloomberg-social-security/
[1] https://twitter.com/cascamike/status/1231078843793850369

Top URLs in Tweet in G8:
[31] https://www.bloomberg.com/news/articles/2020-02-22/nearly-all-patients-in-south-korean-psychiatric-ward-have-virus?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business
[27] https://www.bloomberg.com/news/articles/2020-02-20/in-america-s-richest-town-500k-a-year-is-now-below-average?utm_campaign=socialflow-organic&utm_content=business&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business
[20] https://www.bloomberg.com/news/articles/2020-02-21/nigeria-clears-hurdle-for-africa-s-second-biggest-hydro-plant?cmpid%3D=socialflow-twitter-africa&utm_campaign=socialflow-organic&utm_content=africa&utm_medium=social&utm_source=twitter
[19] https://www.bloomberg.com/news/articles/2020-02-21/artificial-intelligence-gears-up-to-fight-a-future-coronavirus?utm_source=twitter&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_content=business&utm_medium=social
[18] https://www.bloomberg.com/news/articles/2020-02-20/e-trade-s-sale-marks-the-end-of-independent-online-brokers?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business&utm_source=twitter
[11] https://www.nationalreview.com/2020/02/bloombergs-china-apologetics-should-disqualify-him-from-the-presidency/?taid=5e515ee19f8d1600019a4f00&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[11] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[10] https://www.bloomberg.com/news/articles/2020-02-18/intesa-s-messina-turns-dealmaker-to-create-italian-champion?utm_medium=social&utm_content=business&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter
[9] https://www.bloomberg.com/news/articles/2020-02-20/johnson-s-fiscal-splurge-gets-green-light-from-investors?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&cmpid=socialflow-twitter-business&utm_source=twitter
[9] https://thehill.com/policy/technology/484168-twitter-suspends-70-pro-bloomberg-accounts-citing-platform-manipulation

Top URLs in Tweet in G9:
[30] https://thehill.com/homenews/media/484155-bloomberg-to-do-interview-with-al-sharpton
[25] https://thefederalist.com/2020/02/22/davis-bloomberg-spent-half-a-billion-to-get-scalped-by-a-fake-indian/#.XlFIPbl5bIQ.twitter
[19] https://www.youtube.com/watch?v=THWxtVdTuBg&feature=youtu.be

[18] https://babylonbee.com/news/badly-beaten-bloomberg-rushed-to-tiny-hospital-in-tiny-ambulance
[9] https://warroom.org/twitter-suspends-70-bloomberg-boosting-accounts/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[8] https://truepundit.com/watch-bloombergs-all-male-crowd-surfing-is-his-most-bizarre-video-yet/
[7] https://twitter.com/Mike2020/status/1230924887809757184
[7] https://truepundit.com/bloomberg-on-tape-a-transgender-man-is-just-some-guy-wearing-a-dress/
[7] https://www.latimes.com/business/technology/story/2020-02-21/twitter-suspends-bloomberg-accounts
[5] https://www.youtube.com/watch?v=SLP2UnazLa4&feature=youtu.be


Top URLs in Tweet in G10:
[59] https://www.huffpost.com/entry/michael-bloomberg-prison-labor-2020-campaign-calls_n_5e027a19e4b05b08babb64c9?ncid=engmodushpmg00000004
[26] https://www.huffpost.com/entry/michael-bloomberg-prison-labor-2020-campaign-calls_n_5e027a19e4b05b08babb64c9
[3] https://www.washingtonpost.com/politics/2020/02/22/bloomberg-twitter-suspensions/
[2] https://trib.al/cWshJXZ
[1] https://twitter.com/ChrisDJackson/status/1230941477255204864
[1] https://twitter.com/BernieSanders/status/1231021453270769664
[1] https://twitter.com/thehill/status/1231256606987423746
[1] https://variety.com/news/clint-eastwood-mike-bloomberg-2020-election/
[1] https://medium.com/@pcrritesgood/bloomberg-spending-ideas-75f2a21411f9
[1] http://www.washingtonpost.com/politics/sanders-surges-into-national-lead-in-new-post-abc-poll/2020/02/19/868266a4-5280-11ea-929a-64efa7482a77_story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[684] bloomberg.com
[683] twitter.com
[280] foxnews.com
[276] latimes.com
[225] trib.al
[175] huffpost.com
[132] youtube.com
[131] breitbart.com
[109] nydailynews.com
[105] thehill.com

Top Domains in Tweet in G1:
[83] foxnews.com
[66] breitbart.com
[38] thedcpatriot.com
[16] twitter.com
[16] thewrap.com
[11] thegatewaypundit.com
[6] hollywoodreporter.com
[6] twitchy.com
[5] washingtonpost.com
[4] latimes.com

Top Domains in Tweet in G2:
[54] twitter.com
[17] latimes.com
[13] nydailynews.com
[9] inquisitr.com
[9] youtube.com
[8] foxnews.com
[7] bizpacreview.com
[7] washingtonpost.com
[5] vice.com
[5] bloomberg.com

Top Domains in Tweet in G3:
[235] twitter.com
[85] bloomberg.com
[53] foxnews.com
[22] youtube.com
[22] msn.com
[20] latimes.com
[17] nydailynews.com
[16] theguardian.com
[12] washingtonpost.com
[12] co.uk

Top Domains in Tweet in G4:
[45] foxnews.com
[38] twitter.com
[30] breitbart.com
[12] americanthinker.com
[9] trib.al
[7] washingtontimes.com
[6] juliereichwein.info
[6] washingtonexaminer.com
[5] thedcpatriot.com
[5] nypost.com

Top Domains in Tweet in G5:
[37] twitter.com
[23] latimes.com
[11] theintercept.com
[11] rollingstone.com
[10] foxnews.com
[7] youtube.com
[7] haaretz.com
[6] huffpost.com
[5] newsweek.com
[4] trib.al

Top Domains in Tweet in G6:
[2] twitter.com
[2] thehill.com
[1] nytimes.com

Top Domains in Tweet in G7:
[19] twitter.com
[9] theintercept.com
[6] washingtonpost.com
[5] politico.com
[5] moonofalabama.org
[4] latimes.com
[3] newsbusters.org
[2] rollingstone.com
[2] actblue.com
[2] thehill.com

Top Domains in Tweet in G8:
[371] bloomberg.com
[24] thehill.com
[18] nationalreview.com
[11] trib.al
[11] latimes.com
[10] sfgate.com
[10] reuters.com
[8] vanityfair.com
[6] com.tr
[5] twitter.com

Top Domains in Tweet in G9:
[66] youtube.com
[30] thehill.com
[25] thefederalist.com
[18] babylonbee.com
[16] truepundit.com
[15] twitter.com
[14] warroom.org
[7] nypost.com
[7] latimes.com
[6] foxnews.com

Top Domains in Tweet in G10:
[85] huffpost.com
[4] washingtonpost.com
[3] twitter.com
[2] trib.al
[1] variety.com
[1] medium.com
[1] rollingstone.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[272] bloomberg
[178] bloombergforthepeople
[108] demdebate
[89] coronavirus
[67] oms
[64] minimike
[64] bloomberg2020
[48] onlybernie
[37] foxnews
[37] nevadacaucus



Top Hashtags in Tweet in G1:
[32] minimike
[18] democrats2020
[18] globalist
[8] bloomberg
[6] foxnews
[6] farmers
[4] demdebate
[3] trump2020landslide
[2] democraticdebate
[2] clinteastwood

Top Hashtags in Tweet in G2:
[28] onlybernie
[23] bloomberg
[18] demdebate
[12] bloomberg2020
[8] bloombergforthepeople
[6] nda2020
[5] democraticdebate
[5] russia
[5] warren2020
[5] michaelbloomberg

Top Hashtags in Tweet in G3:
[56] bloomberg
[23] bloombergforthepeople
[14] foxnews
[8] clinteastwood
[8] coronavirus
[7] berniesanders
[7] trump
[5] election2020
[5] bloomberg2020
[5] bernie2020

Top Hashtags in Tweet in G4:
[42] bloomberg
[24] new
[18] clinteastwood
[17] minimike
[17] usa
[13] maga
[10] voteredtosaveamerica2020
[10] fakenewsmafia
[10] minimikebloomberg
[9] kag

Top Hashtags in Tweet in G5:
[81] bloombergforthepeople
[30] bloomberg2020
[24] nevadacaucus
[16] demdebate
[9] hearthebern
[9] bloomberg
[5] onlybernie
[4] berniesanders
[3] bloombergistrump
[3] minimike

Top Hashtags in Tweet in G6:
[3] resistersfamilia
[1] bloomberg

Top Hashtags in Tweet in G7:
[17] breaking
[10] demdebate
[8] onlybernie
[4] michaelbloomberg
[3] billionaireclass
[3] pathologicalgreed
[3] buyingamerica
[2] berniesanders2020
[2] democrats
[2] usa

Top Hashtags in Tweet in G8:
[6] coronavirus
[5] venezuela
[3] investing
[2] election2020
[2] china
[2] الولايات_المتحدة
[2] تركيا
[2] presidentgates2024
[2] jamaica
[2] oott

Top Hashtags in Tweet in G9:
[23] bloomberg
[14] lgbt
[10] election2020
[6] flyoverquotable
[5] demdebate
[4] topbuzz
[4] il14
[3] bloombergbots
[3] theleftcantmeme
[3] supertuesday

Top Hashtags in Tweet in G10:
[1] warren2020

Top Words
Top Words in Tweet in Entire Graph:
[14860] Words in Sentiment List#1: Positive
[24921] Words in Sentiment List#2: Negative
[305] Words in Sentiment List#3: Angry/Violent
[544036] Non-categorized Words
[583857] Total Words
[18271] bloomberg
[6408] enemy
[5168] trump
[4481] mike
[4465] bernie

Top Words in Tweet in G1:
[2014] bloomberg
[1787] clint
[1617] eastwood
[1077] mike
[937] trump
[701] backs
[684] voters
[635] office
[576] wishes
[570] 'more

Top Words in Tweet in G2:
[1233] bloomberg
[382] mikebloomberg
[380] trump
[284] bernie
[253] mike
[180] berniesanders
[170] campaign
[153] ewarren
[144] sanders
[138] warren

Top Words in Tweet in G3:
[1059] bloomberg
[241] trump
[229] mike
[140] bernie
[104] twitter
[96] clint
[88] eastwood
[87] accounts
[78] sanders
[75] pro

Top Words in Tweet in G4:
[1172] bloomberg
[664] realdonaldtrump
[455] trump
[369] mike
[367] president
[216] eastwood
[206] clint
[167] mini
[164] 11
[158] leadership

Top Words in Tweet in G5:
[1041] bloomberg
[262] mike2020
[193] #bloombergforthepeople
[189] workers
[163] bernie
[157] mike
[156] campaign
[138] trump
[136] calling
[124] lazy

Top Words in Tweet in G6:
[5923] enemy
[821] bloomberg
[775] trump
[757] warren
[757] biden
[755] buttigieg
[754] klobuchar
[753] bernie
[745] steyer
[740] deal

Top Words in Tweet in G7:
[1169] bloomberg
[815] bernie
[396] warren
[380] biden
[321] buttigieg
[300] 35
[281] favorability
[246] bezos
[244] democratic
[227] poll

Top Words in Tweet in G8:
[281] coronavirus
[211] bloomberg
[85] south
[85] ability
[78] quickly
[76] trump
[72] government
[65] disease
[63] china
[62] cases

Top Words in Tweet in G9:
[792] bloomberg
[182] mike
[140] fake
[139] half
[139] billion
[135] scalped
[135] indian
[132] davis
[121] seanmdav
[115] china

Top Words in Tweet in G10:
[1021] door
[786] bloomberg
[401] go
[360] paid
[352] getting
[348] mike
[347] listen
[346] 300
[344] canvasser
[341] spoke

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3842] mike,bloomberg
[2137] clint,eastwood
[964] michael,bloomberg
[931] eastwood,backs
[922] backs,mike
[801] bloomberg,enemy
[798] trump,enemy
[796] enemy,bloomberg
[795] bernie,enemy
[794] enemy,buttigieg

Top Word Pairs in Tweet in G1:
[1537] clint,eastwood
[1028] mike,bloomberg
[691] eastwood,backs
[690] backs,mike
[574] wishes,trump
[573] bloomberg,wishes
[570] 'more,genteel'
[556] trump,'more
[553] genteel',office
[539] office,#foxnews

Top Word Pairs in Tweet in G2:
[207] mike,bloomberg
[83] bloomberg,needs
[78] needs,go
[78] go,medieval
[76] little,tough
[76] tough,love
[76] love,mikebloomberg
[76] mikebloomberg,tonight
[76] tonight,memo
[76] memo,mike

Top Word Pairs in Tweet in G3:
[202] mike,bloomberg
[73] clint,eastwood
[71] michael,bloomberg
[67] pro,bloomberg
[47] bloomberg,accounts
[42] 70,pro
[38] eastwood,backs
[38] backs,mike
[34] twitter,suspends
[32] bloomberg,campaign

Top Word Pairs in Tweet in G4:
[238] mike,bloomberg
[157] clint,eastwood
[149] mini,mike
[136] president,trump
[115] don,think
[111] think,bloomberg
[105] president,realdonaldtrump
[103] trump,funny
[103] funny,roasted
[103] roasted,mini

Top Word Pairs in Tweet in G5:
[139] mike,bloomberg
[108] bloomberg,campaign
[89] mike2020,bloomberg
[64] hard,work
[62] billionaires,sycophants
[62] sycophants,bloomberg
[62] bloomberg,rich
[62] rich,due
[62] due,hard
[62] work,calling

Top Word Pairs in Tweet in G6:
[741] bloomberg,enemy
[738] bernie,enemy
[738] enemy,warren
[738] warren,enemy
[738] enemy,biden
[738] biden,enemy
[738] enemy,klobuchar
[738] klobuchar,enemy
[738] enemy,buttigieg
[738] buttigieg,enemy

Top Word Pairs in Tweet in G7:
[213] democratic,establishment
[166] mike,bloomberg
[150] biden,40
[150] buttigieg,37
[150] warren,35
[150] bloomberg,35
[144] ap,poll
[144] 40,buttigieg
[144] 37,warren
[144] 35,bloomberg

Top Word Pairs in Tweet in G8:
[54] response,coronavirus
[50] warned,mysterious
[50] mysterious,disease
[50] disease,spark
[50] spark,international
[50] international,contagion
[50] contagion,coronavirus
[50] coronavirus,ability
[50] ability,quickly
[50] quickly,morph

Top Word Pairs in Tweet in G9:
[167] mike,bloomberg
[138] half,billion
[135] scalped,fake
[135] fake,indian
[111] bloomberg,paid
[110] seanmdav,mocks
[110] mocks,bloomberg
[110] paid,half
[110] billion,dollars
[110] dollars,scalped

Top Word Pairs in Tweet in G10:
[351] getting,paid
[348] mike,bloomberg
[342] bloomberg,canvasser
[340] answered,door
[340] door,spoke
[340] spoke,defeated
[340] defeated,bloomberg
[340] canvasser,resigned
[340] resigned,tone
[340] tone,getting

Top Replied-To
Top Replied-To in Entire Graph:
@mike2020
@catturd2
@mikebloomberg
@realdonaldtrump
@ambertamblyn
@realmattcouch
@gtconway3d
@mmpadellan
@jeff_lake
@chizmaga

Top Replied-To in G1:
@catturd2
@realmattcouch
@chizmaga
@realjameswoods
@tex_suzie
@mgrant76308
@cosweda
@waynedupreeshow
@god_speedusa
@ceasttwood

Top Replied-To in G2:
@mikebloomberg
@ewarren
@berniesanders
@neeratanden
@therickwilson
@raniakhalek
@tonybeast1957
@johnpavlovitz
@lumpylouish
@jordanchariton

Top Replied-To in G3:

Top Replied-To in G4:
@realdonaldtrump
@gtconway3d
@tonyposnanski
@donaldjtrumpjr
@michaelbeatty3
@hobbit4djt
@dcexaminer
@tony1barth
@wlackermann
@annaapp91838450

Top Replied-To in G5:
@mike2020
@charlesmblow
@joelockhart
@alx
@bloomberg_4pres
@amzieaa
@joshtpm
@joshjhthomas
@nickponticello
@natemcdermott

Top Replied-To in G6:
@mmpadellan
@chica_leolatina
@resisterdude
@moon_goddess523
@lisaokc
@socialistboomer

Top Replied-To in G7:
@kylekulinski
@ichotiner
@alexkotch
@sabrina68
@ggreenwald
@shem_infinite
@pattheberner
@jaybefaunt
@nassaudsa
@msdncnews

Top Replied-To in G8:
@thehill
@politicususa
@chgostkhse
@wewillriseohio
@leperemarnie
@adesantisb
@apsilos
@ssiminoff
@business
@mike36280739

Top Replied-To in G9:
@ericmmatheny
@larryelder
@marklevinshow
@k_ovfefe2
@bobbytenspeed1
@danscavino
@joyceescott1
@powernation22
@mayalates
@rkylesmith

Top Replied-To in G10:
@jeff_lake
@etymological
@shossy2
@marcacaputo
@_sjpeace_
@graceslow
@soniagupta504
@the_law_boy

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@mikebloomberg
@berniesanders
@ewarren
@seanmdav
@mike2020
@ap
@youtube
@mehdirhasan
@breitbartnews

Top Mentioned in G1:
@breitbartnews
@realdonaldtrump
@gatewaypundit
@catturd2
@realmattcouch
@mikebloomberg
@realjameswoods
@waynedupreeshow
@ronny_malone
@kristinnfr

Top Mentioned in G2:
@mikebloomberg
@berniesanders
@ewarren
@dnc
@petebuttigieg
@bizpacreview
@twitter
@therickwilson
@joebiden
@realdonaldtrump

Top Mentioned in G3:
@josmamu
@getnewsupdates

Top Mentioned in G4:
@realdonaldtrump
@mikebloomberg
@potus
@andrewyang
@tomborelli
@donaldjtrumpjr
@nytimes
@gtconway3d
@cnn
@sensanders

Top Mentioned in G5:
@mike2020
@mikebloomberg
@joebiden
@subway
@ninaturner
@briebriejoy
@realtimblack
@j_manprime21
@drjasonjohnson
@rollingstone

Top Mentioned in G6:
@mmpadellan
@ewarren
@mikebloomberg
@kdawn___
@edcates
@cathyjoegpt
@ldyforce6
@astuteaf
@ashleylynch
@mike2020

Top Mentioned in G7:
@berniesanders
@mazmhussain
@ap
@thepcjf
@mikebloomberg
@benjaminpdixon
@repbobbyrush
@thehill
@ichotiner
@schwarz

Top Mentioned in G8:
@bw
@business
@bopinion
@michaelbd
@ko_stelly
@bpolitics
@thehill
@continetti
@josh_wingrove
@bbgafrica

Top Mentioned in G9:
@seanmdav
@youtube
@realdonaldtrump
@tuckercarlson
@millerstream
@mikebloomberg
@t2gunner
@tbeaux29
@cjdtwit
@poggydoggy

Top Mentioned in G10:
@jeff_lake
@ewarren
@maximillian_alv
@69dinguses
@vwheato
@mikebloomberg
@etymological
@mehdirhasan

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@alllibertynews
@jojokejohn
@dichristine
@chris_1791
@myfavoritescene
@odio_nao
@commonpatriot
@crewislife

Top Tweeters in G1:
@dclarediane
@bbusa617
@rratkinson
@loyaltotrump
@tammywalt61
@tea_party_chris
@blisstabitha
@shirleyringuet5
@connnutmeg
@cliffhangernlv

Top Tweeters in G2:
@jojokejohn
@independent
@billm9
@dancas2
@kaijuking23
@_yvonneburton
@darrellpmwest
@rhonda_harbison
@inittowinit007
@gwydion620

Top Tweeters in G3:
@occuworld
@marciojmsilva
@dakotafinancial
@ecointernetdrgb
@jondknight
@thehallicjshow
@coopmike48
@cahulaan
@israelnewslinks
@my234radio

Top Tweeters in G4:
@chris_1791
@raybae689
@debrammason1
@saveusrepublic2
@eyegloarts
@lyn1350
@tia6sc
@dcexaminer
@karriefleetwood
@frespirit01

Top Tweeters in G5:
@moonbootica
@joefreedomlove
@myplace4u
@fieryreddragon
@sweetfreedom29
@billieo2
@ladydshops
@betseyross
@kharyp
@cherokeenative3

Top Tweeters in G6:
@bfm4440
@cathyjoegpt
@pdoubt
@fluffyman85
@lovelylanvin
@magsmom7
@hughjaeger
@thereisanocean
@rose_bellamy
@baluch_h1

Top Tweeters in G7:
@truthglow
@davealvord164
@senseof_outrage
@johnczer1
@lauschjack
@janieo
@bernieupstateny
@missabsinthe
@tennesseepeggy
@tracyda34033517

Top Tweeters in G8:
@mroopchand143
@wqqn
@cheezwitham
@thehill
@willseattle
@jilevin
@businessinsider
@fleming77
@coco20181
@huffpost

Top Tweeters in G9:
@soniaerasmus
@hwholcomb
@24hrtvmazi
@jjmac55
@darhar981
@ladyredwave
@bfrasier1951
@casey2513
@purpledalmation
@diannesteiner

Top Tweeters in G10:
@feministajones
@n7irl
@hesiod2k11
@thesounddefense
@greenbiotechie
@djchubbeswagg
@robirdie23
@isobelcarr
@sir_dapper
@hoover_dam


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