Biden, Twitter, 8/14/2020 11:53:31 PM, 232654


FAQ | Problem?

Biden_2020-08-14_14-56-28.xlsx
Biden_2020-08-14_14-56-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 14, 2020
Short Description:
Biden via NodeXL https://bit.ly/2Y4IkIi
@realdonaldtrump
@joebiden
@kamalaharris
@charliekirk11
@jim_jordan
@cnn
@msnbc
@jessebwatters
@richardgrenell
@thesiralien

Top hashtags:
#fisa
#biden
#breaking
#thefive
#trump
#bidenharris2020
#uae
#israeli
#usps
#dnc2020

Description:
Description
The graph represents a network of 18,625 Twitter users whose recent tweets contained "Biden", 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 Friday, 14 August 2020 at 22:47 UTC.

The tweets in the network were tweeted over the 26-minute period from Friday, 14 August 2020 at 21:30 UTC to Friday, 14 August 2020 at 21:56 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 : 18625
Unique Edges : 26758
Edges With Duplicates : 9507
Total Edges : 36265
Number of Edge Types : 5
Retweet : 13598
Replies to : 3802
MentionsInRetweet : 5731
Tweet : 2941
Mentions : 10193
Self-Loops : 3021
Reciprocated Vertex Pair Ratio : 0.0109737827715356
Reciprocated Edge Ratio : 0.0217093320490498
Connected Components : 2075
Single-Vertex Connected Components : 859
Maximum Vertices in a Connected Component : 13704
Maximum Edges in a Connected Component : 31075
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.893982
Graph Density : 7.78183306810581E-05
Modularity : 0.662864
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 18,625 Twitter users whose recent tweets contained "Biden", 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 Friday, 14 August 2020 at 22:47 UTC.

The tweets in the network were tweeted over the 26-minute period from Friday, 14 August 2020 at 21:30 UTC to Friday, 14 August 2020 at 21:56 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 : Biden
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:
[478] https://twitter.com/seanmdav/status/1294299847802130438
[374] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[310] https://thefederalist.com/2020/08/14/kevin-clinesmith-corrupt-fbi-attorney-who-falsified-carter-page-fisa-warrant-expected-to-plead-guilty/
[185] https://twitter.com/susan_hennessey/status/1294356434382135296
[141] https://nbcnews.trib.al/4OazhiA
[122] https://www.foxnews.com/politics/biden-obama-tensions-2020-primary
[117] https://trib.al/RLN8m4o
[105] https://nypost.com/2020/08/13/israel-and-uae-peace-deal-is-vindication-for-trump-goodwin/
[101] https://thehill.com/opinion/white-house/511470-why-americans-must-defeat-bidens-tax-increase-pledge
[101] https://apnews.com/2eb0459bf4cd01838a6e75cc4ca5cece

Top URLs in Tweet in G1:
[134] https://twitter.com/susan_hennessey/status/1294356434382135296
[80] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[62] https://conservativesmaga2020.blogspot.com/2020/08/biden-and-obama-might-be-in-hot-water.html
[40] https://twitter.com/seanmdav/status/1294299847802130438
[37] https://www.washingtontimes.com/news/2020/aug/11/democratic-party-sets-rules-for-criticizing-bidens/
[30] https://twitter.com/realdonaldtrump/status/1293922803419353088
[27] https://www.washingtonexaminer.com/politics/john-kerrys-son-cut-business-ties-with-hunter-biden-over-ukrainian-oil-deal
[27] https://thefederalist.com/2020/08/14/kevin-clinesmith-corrupt-fbi-attorney-who-falsified-carter-page-fisa-warrant-expected-to-plead-guilty/
[27] https://trib.al/nBo21N7
[25] https://www.newsmax.com/us/KamalaHarris-MedicareforAll-Biden-Sanders/2020/08/12/id/981854/

Top URLs in Tweet in G2:
[13] https://twitter.com/susan_hennessey/status/1294356434382135296
[12] https://djhjmedia.com/rich/shes-baaaaaack-hillary-clinton-says-she-is-open-to-working-in-a-biden-administration/
[11] https://www.foxnews.com/politics/trump-clinesmith-guilty-plea-durham-russia-just-beginning
[9] https://twitter.com/repleezeldin/status/1293655991326838784
[6] https://www.thegatewaypundit.com/2020/08/clinesmith-order-save-implicated-others-crossfire-hurricane-ultimately-hid-exculpatory-info-fisa-court/
[5] https://pjmedia.com/election/victoria-taft/2020/08/14/fact-free-politico-ridiculously-claims-biden-never-called-for-a-mask-mandate-n792185
[5] https://www.breitbart.com/politics/2020/08/14/trump-reacts-to-fbi-lawyer-guilty-plea-thats-just-the-beginning/
[5] https://www.redstate.com/sister-toldjah/2020/08/14/video-bidens-handlers-usher-reporters-away-like-cattle-as-he-tries-to-answer-questions-even-cnn-notices/?utm_source=Twitter&utm_medium=social&utm_term=video-bidens-handlers-usher-reporters-away-like-cattle-as-he-tries-to-answer-questions-even-cnn-notices&utm_content=2&utm_campaign=PostPromoterPro
[5] https://www.foxnews.com/opinion/biden-mask-mandate-questions-dr-nicole-saphier
[4] https://www.thegatewaypundit.com/2020/08/huge-one-third-black-voters-say-bidens-vp-announcement-makes-less-likely-vote-democrat/

Top URLs in Tweet in G3:
[94] https://nypost.com/2020/08/13/israel-and-uae-peace-deal-is-vindication-for-trump-goodwin/
[51] https://anncoulter.com/2019/05/01/okay-lets-talk-about-charlottesvillexx/
[31] https://www.foxnews.com/politics/biden-obama-tensions-2020-primary
[26] https://www.youtube.com/watch?v=Q-I1nOa8n84&feature=youtu.be

[6] https://twitter.com/susan_hennessey/status/1294356434382135296
[5] https://twitter.com/seanmdav/status/1294299847802130438
[4] https://thehill.com/opinion/white-house/511470-why-americans-must-defeat-bidens-tax-increase-pledge
[3] https://www.post-gazette.com/opinion/editorials/2020/08/13/Why-Biden-blew-it-kamala-harris/stories/202008130110
[3] https://ricochet.com/podcast/three-martini-lunch/oregon-police-punch-back-bidens-mask-mandate-9-11-tribute-cancelled/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/lawyer4laws/status/1291467383312388097

Top URLs in Tweet in G4:
[402] https://twitter.com/seanmdav/status/1294299847802130438
[261] https://thefederalist.com/2020/08/14/kevin-clinesmith-corrupt-fbi-attorney-who-falsified-carter-page-fisa-warrant-expected-to-plead-guilty/
[38] https://www.judicialwatch.org/in-the-news/hunter-biden-answers/?utm_source=twitter&utm_medium=social&utm_campaign=other
[35] https://www.waynedupree.com/2020/08/mask-mouth-dentist-gum-disease/
[28] https://www.pscp.tv/w/cgWhaTFheWpWZ1BST3pHRXB8MWVhSmJ6UldOWVFKWEzxHLssvhME1PR8Re4h89qWai_CI9ns9_OnTIPFNHex
[22] https://twitter.com/djusatoday/status/1294371090073038848
[20] https://justthenews.com/politics-policy/all-things-trump/potus-obama-iran-deal-they-got-nothing-deal-except-trouble
[17] https://justthenews.com/politics-policy/elections/hillary-clinton-says-she-would-be-willing-serve-bidens-administration
[16] https://www.donaldjtrump.com/media/trump-campaign-announces-launch-of-four-new-coalitions-to-promote-the-american-dream-as-joe-biden-promises-to-stifle-the-economy
[14] https://thehill.com/opinion/white-house/511470-why-americans-must-defeat-bidens-tax-increase-pledge

Top URLs in Tweet in G5:
[55] https://www.foxnews.com/politics/biden-obama-tensions-2020-primary
[8] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[5] https://www.foxnews.com/politics/rnc-chairwoman-previews-dem-convention-week-plans-surprised-harris-accepted-biden-vp-offer
[5] https://pjmedia.com/news-and-politics/matt-margolis/2020/08/13/nunes-obama-and-biden-knew-about-spying-on-the-trump-campaign-n786993
[4] https://www.nytimes.com/live/2020/08/14/us/election-biden-vs-trump/the-postal-service-said-delays-could-affect-multiple-states
[4] https://www.nytimes.com/live/2020/08/14/us/election-biden-vs-trump
[4] https://sports.yahoo.com/nba-bubble-photographer-offensive-kamala-harris-joe-biden-meme-182540581.html
[4] https://www.washingtonpost.com/opinions/kamala-harris-is-the-vice-presidential-pick-trump-and-the-gop-most-fears/2020/08/13/cef4272a-dd99-11ea-809e-b8be57ba616e_story.html
[4] https://www.redstate.com/sister-toldjah/2020/08/14/watch-reporters-again-herded-away-from-biden-as-questions-are-asked-even-kamala-appears-tense/
[4] https://news.0censor.com/joe-biden-takes-credit-for-trump-brokered-peace-deal/?utm_source=rss&utm_medium=rss&utm_campaign=joe-biden-takes-credit-for-trump-brokered-peace-deal

Top URLs in Tweet in G6:
[109] https://trib.al/RLN8m4o
[82] https://www.cnn.com/2020/08/13/politics/trump-news-conference-birtherism-kamala-harris-biden-attacks-fact-check/index.html?utm_medium=social&utm_source=twCNN&utm_content=2020-08-14T19:57:37
[66] https://trib.al/s9F9dPs
[37] https://www.cnn.com/2020/08/13/politics/trump-news-conference-birtherism-kamala-harris-biden-attacks-fact-check/index.html?utm_medium=social&utm_source=twCNN&utm_content=2020-08-14T20:16:25
[31] https://trib.al/muRqxZI
[26] https://trib.al/ixSKuas
[25] https://trib.al/Pfpa52K
[24] https://trib.al/dPeHjsl
[22] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[19] https://trib.al/L52kprZ

Top URLs in Tweet in G7:
[5] https://twitter.com/realDonaldTrump/status/1294307882524119040
[4] https://people.com/politics/rudy-giuliani-slams-kamala-harris-as-daughter-caroline-shares-picture-with-her/
[4] https://joebiden.com/
[4] https://www.nbcnews.com/feature/nbc-out/kamala-harris-brings-pro-lgbtq-record-biden-ticket-n1236523
[2] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[2] https://twitter.com/realnick_777/status/1294118355243159555
[2] https://www.blackenterprise.com/cardi-b-endorses-joe-biden-i-want-a-president-who-makes-me-feel-secure/
[2] https://thehill.com/homenews/campaign/511678-kanye-west-meets-with-jared-kushner-amid-rappers-white-house-bid
[1] https://www.npr.org/2020/08/14/902265017/poll-biden-expands-lead-a-third-of-country-says-it-wont-get-vaccinated?utm_medium=social&utm_source=twitter.com&utm_campaign=politics&utm_term=nprnews
[1] https://apnews.com/2eb0459bf4cd01838a6e75cc4ca5cece

Top URLs in Tweet in G8:
[86] https://www.nbcnews.com/politics/2020-election/postal-workers-union-endorses-biden-warns-survival-usps-stake-n1236768
[85] https://nbcnews.trib.al/4OazhiA
[19] https://www.nbcnews.com/news/us-news/virginia-mayor-urged-resign-after-saying-biden-picked-aunt-jemima-n1236601
[14] https://www.npr.org/2020/08/14/902265017/poll-biden-expands-lead-a-third-of-country-says-it-wont-get-vaccinated
[12] https://secure.actblue.com/donate/savingamerica
[12] https://www.nbcnews.com/politics/2020-election/southern-democrats-look-harris-spark-senate-races-n1236696
[8] https://news.yahoo.com/jerry-brown-ran-returning-worked-100018585.html
[7] https://secure.actblue.com/donate/gotyoursix
[6] https://twitter.com/morning_joe/status/1294228148960337920
[4] https://www.nytimes.com/live/2020/08/14/us/election-biden-vs-trump/the-postal-service-said-delays-could-affect-multiple-states

Top URLs in Tweet in G9:
[13] https://www.youtube.com/watch?v=Yfs_zusg5Xs&feature=youtu.be

[11] https://www.thegatewaypundit.com/2020/08/lies-joe-biden-praises-israel-uae-peace-deal-takes-credit-deal-nothing-cant-remember/
[10] https://www.breitbart.com/2020-election/2020/08/12/marsha-blackburn-kamala-harris-running-show-biden-elected/amp/?__twitter_impression=true
[8] https://www.thegatewaypundit.com/2020/08/huge-one-third-black-voters-say-bidens-vp-announcement-makes-less-likely-vote-democrat/
[8] https://hotair.com/archives/john-s-2/2020/08/13/seattle-gentrification-protesters-give-house-give-black-people-back-homes/
[7] https://www.theblaze.com/news/democratic-lawmaker-rips-democrats-recess
[6] https://www.nationalreview.com/2020/08/kamala-harris-criticisms-joe-biden-democrats-media-downplay-conflict/
[6] https://www.breitbart.com/middle-east/2020/08/14/david-friedman-joe-biden-helped-middle-east-peace-deal-only-by-being-so-hostile/
[4] https://issuesinsights.com/2020/08/12/a-vote-for-biden-puts-far-left-kamala-harris-in-line-to-be-president-scared-yet/
[4] https://www.washingtonexaminer.com/news/virginia-mayor-urged-to-resign-after-referring-to-bidens-vp-pick-as-aunt-jemima

Top URLs in Tweet in G10:
[45] https://www.catholicnewsagency.com/news/biden-says-catholic-nuns-inspire-him-to-run-plans-to-sue-little-sisters-of-the-poor-12427
[9] https://twitter.com/susan_hennessey/status/1294356434382135296
[7] https://www.forbes.com/sites/michelatindera/2020/08/08/biden-pulls-away-in-race-for-billionaire-donors/
[7] https://twitter.com/robbystarbuck/status/1294356649499598848
[4] https://www.nationalreview.com/corner/kamala-harris-lies-repeatedly-in-first-press-conference-as-bidens-running-mate/
[2] https://twitter.com/seanmdav/status/1294299847802130438
[2] https://twitter.com/etalkctv/status/1293925368030732288
[2] https://cnsnews.com/article/international/patrick-goodenough/biden-seeks-credit-us-brokered-israel-uae-agreement-i
[1] https://justthenews.com/politics-policy/elections/hillary-clinton-says-she-would-be-willing-serve-bidens-administration
[1] https://www.washingtonexaminer.com/news/virginia-mayor-urged-to-resign-after-referring-to-bidens-vp-pick-as-aunt-jemima

Top Domains
Top Domains in Tweet in Entire Graph:
[1840] twitter.com
[682] trib.al
[509] nbcnews.com
[327] thefederalist.com
[307] foxnews.com
[235] youtube.com
[189] cnn.com
[150] thehill.com
[141] nytimes.com
[140] thegatewaypundit.com

Top Domains in Tweet in G1:
[391] twitter.com
[91] nbcnews.com
[77] foxnews.com
[68] washingtonexaminer.com
[62] blogspot.com
[62] washingtontimes.com
[45] youtube.com
[40] trib.al
[37] thefederalist.com
[25] newsmax.com

Top Domains in Tweet in G2:
[45] twitter.com
[23] foxnews.com
[13] thegatewaypundit.com
[12] breitbart.com
[12] djhjmedia.com
[11] redstate.com
[6] snopes.com
[5] pjmedia.com
[4] townhall.com
[3] waynedupree.com

Top Domains in Tweet in G3:
[94] nypost.com
[51] anncoulter.com
[32] foxnews.com
[31] twitter.com
[27] youtube.com
[4] redstate.com
[4] ricochet.com
[4] thehill.com
[3] post-gazette.com
[3] justthenews.com

Top Domains in Tweet in G4:
[471] twitter.com
[261] thefederalist.com
[44] justthenews.com
[42] waynedupree.com
[40] judicialwatch.org
[29] pscp.tv
[16] donaldjtrump.com
[14] babylonbee.com
[14] thehill.com
[12] bluewhiteillustrated.com

Top Domains in Tweet in G5:
[174] twitter.com
[70] foxnews.com
[18] nytimes.com
[15] washingtonpost.com
[14] nbcnews.com
[12] youtube.com
[11] pjmedia.com
[10] theguardian.com
[9] yahoo.com
[8] thegatewaypundit.com

Top Domains in Tweet in G6:
[373] trib.al
[135] cnn.com
[25] nbcnews.com
[20] yahoo.com
[18] thehill.com
[8] economist.com
[8] twitter.com
[7] nytimes.com
[6] people.com
[6] politico.com

Top Domains in Tweet in G7:
[9] twitter.com
[7] nbcnews.com
[4] people.com
[4] joebiden.com
[2] blackenterprise.com
[2] thehill.com
[1] npr.org
[1] apnews.com
[1] thedailybeast.com
[1] pscp.tv

Top Domains in Tweet in G8:
[124] nbcnews.com
[97] trib.al
[19] actblue.com
[14] npr.org
[13] twitter.com
[8] yahoo.com
[4] nytimes.com
[3] axios.com
[3] politicalflare.com
[2] foxnews.com

Top Domains in Tweet in G9:
[71] youtube.com
[25] thegatewaypundit.com
[20] breitbart.com
[17] twitter.com
[8] hotair.com
[7] theblaze.com
[7] foxnews.com
[6] nationalreview.com
[6] washingtonexaminer.com
[4] issuesinsights.com

Top Domains in Tweet in G10:
[45] catholicnewsagency.com
[23] twitter.com
[7] forbes.com
[4] nationalreview.com
[2] thegatewaypundit.com
[2] cnsnews.com
[1] justthenews.com
[1] washingtonexaminer.com
[1] anncoulter.com
[1] thefederalist.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[479] fisa
[359] biden
[311] breaking
[268] thefive
[180] trump
[134] bidenharris2020
[124] uae
[124] israeli
[104] usps
[91] dnc2020



Top Hashtags in Tweet in G1:
[59] trishintel
[51] biden
[40] fisa
[34] bidenharris2020
[27] breaking
[22] oann
[18] kamalaharris
[17] thefive
[15] trump
[13] trump2020landslide

Top Hashtags in Tweet in G2:
[8] trump
[8] uae
[8] israeli
[6] maga
[5] demhoecrat
[5] icymi
[5] covid
[5] abortion
[4] voteredtosaveamerica
[4] ny21

Top Hashtags in Tweet in G3:
[10] trump
[10] uae
[10] israeli
[7] thefive
[5] thedilleyshow
[5] fisa
[3] trump2020
[3] trishintel
[2] oann
[2] breaking

Top Hashtags in Tweet in G4:
[402] fisa
[261] breaking
[38] hunterbiden
[28] obamagate
[11] trump2020
[10] thefive
[9] willebrown
[9] whereishunter
[9] draintheswamp
[6] maga

Top Hashtags in Tweet in G5:
[33] biden
[23] foxnews
[10] bidenharris2020
[7] trump
[7] smartnews
[6] kamalaharris
[6] bidenharris
[5] maga2020
[5] election2020
[4] trump2020

Top Hashtags in Tweet in G6:
[16] gtcblue
[14] thereidout
[5] wtpblue
[3] bidenharris
[3] covid19
[3] moscowmitch
[1] oann
[1] becounted
[1] sensitive
[1] liberalismisamentaldisease

Top Hashtags in Tweet in G7:
[76] trump
[76] uae
[76] israeli
[11] bidenharris2020
[6] votebidenharris2020
[4] kamalaharris
[4] carolinegiuliani
[4] ov1lgbtq
[4] onev1
[4] maganazis

Top Hashtags in Tweet in G8:
[29] biden
[19] wtpblue
[19] wtp2020
[19] votebluetosaveamerica
[19] rescueourvotes
[18] onev1
[17] bluedot
[12] flipthesenateblue
[12] voteblue
[12] trumpisacompletefailure

Top Hashtags in Tweet in G9:
[5] joebiden
[4] maga
[4] pathetic
[3] biden
[3] cornpop
[3] fisa
[3] kag
[2] thefive
[2] thiswoman
[2] tucker

Top Hashtags in Tweet in G10:
[7] blm
[4] trump2020
[4] kag
[2] fisa
[1] trishintel
[1] trump
[1] uae
[1] israeli
[1] thefive

Top Words
Top Words in Tweet in Entire Graph:
[19457] biden
[6550] joe
[6281] trump
[4977] harris
[3661] president
[2648] kamala
[2407] vote
[2297] obama
[1521] more
[1447] postal

Top Words in Tweet in G1:
[3179] biden
[1033] harris
[821] trump
[803] joe
[679] realdonaldtrump
[596] obama
[595] joebiden
[424] president
[423] kamala
[408] kamalaharris

Top Words in Tweet in G2:
[1292] biden
[830] joe
[530] trump
[477] harris
[372] vote
[349] before
[339] house
[333] biden's
[320] mask
[298] hillary

Top Words in Tweet in G3:
[1254] biden
[789] joe
[565] president
[328] iran
[326] realdonaldtrump
[324] deal
[322] killing
[322] peace
[319] questions
[317] gave

Top Words in Tweet in G4:
[1316] biden
[1066] trump
[926] clinesmith
[741] president
[735] obama
[675] comey
[672] cabal
[665] kevin
[665] resistance
[497] more

Top Words in Tweet in G5:
[876] biden
[242] trump
[227] harris
[218] joe
[122] kamala
[117] obama
[112] president
[110] vote
[87] campaign
[68] people

Top Words in Tweet in G6:
[638] biden
[413] trump
[403] harris
[373] joe
[321] president
[292] kamala
[212] postal
[198] harmful
[156] union
[153] lie

Top Words in Tweet in G7:
[249] biden
[169] fake_biden
[153] state
[122] fix8d2020
[119] kelleyrose20
[115] sddnp
[114] rhymesradical
[110] 4a_of
[110] gr8fulchik
[108] tcrg2012

Top Words in Tweet in G8:
[477] biden
[238] postal
[225] joe
[225] letter
[217] carriers
[210] national
[207] usps
[193] association
[179] union
[172] stake

Top Words in Tweet in G9:
[471] biden
[274] joe
[94] harris
[73] ask
[67] black
[67] kamala
[66] questions
[64] youtube
[60] before
[59] trump

Top Words in Tweet in G10:
[413] biden
[366] hillary
[187] clinton
[179] administration
[178] willing
[178] serve
[177] suggested
[177] serving
[177] 20
[177] life

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5634] joe,biden
[2178] biden,harris
[1987] kamala,harris
[1648] obama,biden
[1538] president,trump
[833] postal,workers
[808] kevin,clinesmith
[800] biden,comey
[799] comey,cabal
[768] letter,carriers

Top Word Pairs in Tweet in G1:
[689] joe,biden
[446] biden,harris
[421] obama,biden
[340] kamala,harris
[176] hunter,biden
[172] biden,doj
[164] president,trump
[156] harris,biden
[139] joebiden,kamalaharris
[135] doubling,down

Top Word Pairs in Tweet in G2:
[539] joe,biden
[288] joe,biden's
[288] hillary,clinton
[285] vote,trump
[282] white,house
[279] reason,vote
[278] clinton,accept
[278] accept,position
[278] position,joe
[278] biden's,white

Top Word Pairs in Tweet in G3:
[687] joe,biden
[320] peace,deal
[315] gave,iran
[315] soleimani,baghdadi
[314] biden,cozied
[314] cozied,enemies
[314] enemies,gave
[314] iran,bushels
[314] bushels,dollars
[314] dollars,sole

Top Word Pairs in Tweet in G4:
[720] obama,biden
[705] president,trump
[672] biden,comey
[672] comey,cabal
[665] kevin,clinesmith
[413] hope,more
[413] more,justice
[413] justice,come
[404] evidence,bragged
[404] bragged,being

Top Word Pairs in Tweet in G5:
[187] joe,biden
[98] biden,harris
[79] kamala,harris
[52] biden,obama
[48] between,biden
[47] throughout,2020
[46] tensions,linger
[46] linger,between
[46] obama,camps
[46] camps,throughout

Top Word Pairs in Tweet in G6:
[328] joe,biden
[285] kamala,harris
[191] president,trump
[152] birther,lie
[134] usps,stake
[130] carriers,union
[121] letter,carriers
[121] postal,workers
[120] national,association
[120] association,letter

Top Word Pairs in Tweet in G7:
[102] r_blom86,sillycanuck12
[102] sillycanuck12,cinemaprofound
[102] cinemaprofound,authorspice
[102] authorspice,thatsjaimeleigh
[102] thatsjaimeleigh,fake_biden
[102] fake_biden,faithcampbellj1
[102] faithcampbellj1,endgame2021
[102] endgame2021,dema614
[102] dema614,sddnp
[102] sddnp,tcrg2012

Top Word Pairs in Tweet in G8:
[212] letter,carriers
[201] joe,biden
[180] national,association
[180] association,letter
[170] usps,stake
[161] postal,workers
[144] warning,survival
[144] survival,usps
[143] 300,000
[142] active,retired

Top Word Pairs in Tweet in G9:
[217] joe,biden
[54] ask,joe
[54] biden,questions
[51] come,media
[51] media,never
[51] never,allowed
[51] allowed,ask
[46] kamala,harris
[30] before,first
[26] obama,biden

Top Word Pairs in Tweet in G10:
[187] hillary,clinton
[178] willing,serve
[178] serve,biden
[178] biden,administration
[177] clinton,suggested
[177] suggested,willing
[177] administration,hillary
[177] hillary,serving
[177] serving,20
[177] 20,life

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joebiden
@kamalaharris
@fras99
@tomfitton
@gop
@barackobama
@cnn
@cnnpolitics
@brensumner

Top Replied-To in G1:
@realdonaldtrump
@joebiden
@kamalaharris
@barackobama
@adjunctprofesor
@donaldjtrumpjr
@richardgrenell
@oann
@kirstenpowers
@seanmdav

Top Replied-To in G2:
@realdonaldtrump
@kamalaharris
@tomselliott
@lrihendry
@joebiden
@charliekirk11
@chuckcallesto
@deanna4congress
@esaagar
@mikeoke47414726

Top Replied-To in G3:
@kayleighmcenany
@thebradfordfile
@actbrigitte
@happypragmatist
@misterj59962190
@frankbrun1
@drnealhouston
@danielturnerptf
@thefirstontv
@profmjcleveland

Top Replied-To in G4:
@tomfitton
@jim_jordan
@klf
@andrewhclark
@therightmelissa
@handsomesean1
@davidchapman141
@realmattcouch
@brianschatz
@stephhilton302

Top Replied-To in G5:
@tigerfists88

Top Replied-To in G6:
@cnn
@thehill
@projectlincoln
@nytimes
@msnbc
@itonill
@realdonaldtrump
@sxdoc
@ctvnews
@kenny_sowellfan

Top Replied-To in G7:
@brensumner
@djangomydog
@peatches66
@rudygiuliani
@fake_biden
@kingrezizt
@lmakowski3
@claudiababyg
@doxie53
@nancymo268

Top Replied-To in G8:
@thomaskaine5
@nbcnews
@thetoodleloo
@howardfineman
@out5p0ken
@joncoopertweets
@robertburrough9
@jdluckenbach
@oldmanschaller
@jlohagans

Top Replied-To in G9:
@mal1976retaf
@sargewoobie
@mrcolionnoir
@makingitpay
@liquidlaugh
@momjar1
@joebiden
@sabrina67408695
@pnr9
@bigred654321

Top Replied-To in G10:
@g_theoriginal
@usa_num_1
@inthematrixxx
@ohiobluern
@realdailywire
@anonpatriotq
@govmikedewine
@noahdeplorable

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@joebiden
@kamalaharris
@fake_biden
@brookebcnn
@fix8d2020
@kelleyrose20
@sddnp
@rhymesradical
@4a_of

Top Mentioned in G1:
@realdonaldtrump
@joebiden
@kamalaharris
@potus
@heytammybruce
@barackobama
@richardgrenell
@becketadams
@ali
@usps

Top Mentioned in G2:
@stevenmnuchin1
@jdphd2
@realdonaldtrump
@gd49er
@foxnewsopinion
@sistertoldjah
@thejtlewis
@charliekirk11
@lrihendry
@tomselliott

Top Mentioned in G3:
@realdonaldtrump
@mgoodwin_nypost
@robsmithonline
@thefirstontv
@karluskap
@diana16372893
@klr1764
@towntro
@thebradfordfile
@trumpwarroom

Top Mentioned in G4:
@tomfitton
@realdonaldtrump
@realmattcouch
@thebabylonbee
@judicialwatch
@jim_jordan
@mgoodwin_nypost
@therightmelissa
@cnalive

Top Mentioned in G6:
@brookebcnn
@cnnopinion
@cnn
@yahoo
@nytimes
@betoorourke
@msnbc
@joebiden
@realdonaldtrump
@andersoncooper

Top Mentioned in G7:
@fake_biden
@fix8d2020
@kelleyrose20
@sddnp
@rhymesradical
@4a_of
@tcrg2012
@catherineresist
@rosesage6
@crzyfkinworld

Top Mentioned in G8:
@nbcnews
@joebiden
@kalasiaricher
@abedelman
@nicolejames
@therickydavila
@crooksandliars
@sahilkapur
@littlewingrae
@steph56renee

Top Mentioned in G9:
@youtube
@vazhog
@irwbpk
@jjstyx
@weidnerroger
@waydede
@us_poll
@lavo323
@theakmed
@howienudet

Top Mentioned in G10:
@realdonaldtrump
@sweetpea0112497
@histrustin
@g_theoriginal
@jimmychitown
@bsreier
@govmikedewine
@sandhutaranjits
@randpaul
@mercedesschlapp

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@tomthunkitsmind
@the_news_diva
@chris_1791
@monicasloves
@joefreedomlove
@sharneal
@innovativehindu
@hessaavani
@mackaysuzie

Top Tweeters in G1:
@lechatnoire4
@reneecarrollaz
@paulstewartii
@roswellstalkfm
@liverpotlian
@princessbravato
@clark7950
@_yvonneburton
@tahdeetz
@ndylan1

Top Tweeters in G2:
@5b20be6386164f8
@superyayadize
@usatopguns
@darhar981
@jimdwrench
@heidiec5
@mboksr_maga
@jimboazil
@terrydvl
@leahr77

Top Tweeters in G3:
@cindycrum
@robertrokdawg
@love_on70
@lindasuhler
@skippymanuel
@mightymouth5413
@nltcny
@katthehammer1
@patriqtscott
@bluebooboobear

Top Tweeters in G4:
@hessaavani
@soniaerasmus
@scribbledpages1
@woitekj
@toby_dorena
@jetrotter
@vetapologist
@fl85
@justonepatriot
@izzysroses

Top Tweeters in G5:
@andyvermaut
@tigerfists88
@kiaspeaks
@cssueta
@luanamaclac
@kegan05
@i4harold
@allan_crawshaw
@jentheriot
@bryan700

Top Tweeters in G6:
@britpoptarts
@muzikscribe
@thehill
@damonbethea1
@lyndae222
@reuters
@huffpost
@jodotcom
@njdoc
@russmove

Top Tweeters in G7:
@papaporter1
@marciabunney
@jamierjn
@sandykalano
@centsible
@fredchristian10
@wipapa5
@tanziamill
@criteria681
@kodiak149

Top Tweeters in G8:
@thehallicjshow
@kenkircher1
@sherrilee7
@jilevin
@tallyannae
@snw106
@colourbars
@merlingyr
@courageousgirl2
@young_maymay

Top Tweeters in G9:
@businessinsider
@baalter
@ymcglaun
@petefrt
@dianne1h
@tasteofaz
@cjcboi
@clarissamehler
@cindymunz
@stappelizabeth

Top Tweeters in G10:
@z_chrissie
@marckymarc40
@kristym9
@elgomes15
@wyn1745
@rashad24harris
@loriblaney
@marine0141
@bryonnym
@deelilacs