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Trump Crime Family_2020-10-20_14-33-31.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
October 21, 2020
Short Description:
Trump Crime Family via NodeXL https://bit.ly/37xS8A2
@grandmagrit
@patrykia
@realdonaldtrump
@donaldjtrumpjr
@logic_triumphs
@joebiden
@barbrastreisand
@palmerreport
@dbongino
@thehill

Top hashtags:
#trumpcrimefamily
#quidproquo
#trumpcrimefamilyforprison

Description:
Description
The graph represents a network of 17,701 Twitter users whose recent tweets contained "Trump Crime Family", 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 Tuesday, 20 October 2020 at 21:57 UTC.

The tweets in the network were tweeted over the 2-day, 6-hour, 34-minute period from Sunday, 18 October 2020 at 14:59 UTC to Tuesday, 20 October 2020 at 21:33 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 : 17701
Unique Edges : 26252
Edges With Duplicates : 2420
Total Edges : 28672
Number of Edge Types : 5
Replies to : 7848
MentionsInRetweet : 3136
Mentions : 4081
Retweet : 12448
Tweet : 1159
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.00364166059723234
Reciprocated Edge Ratio : 0.00725689404934688
Connected Components : 1097
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 15665
Maximum Edges in a Connected Component : 26807
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.252296
Graph Density : 8.35664109117012E-05
Modularity : 0.734325
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,701 Twitter users whose recent tweets contained "Trump Crime Family", 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 Tuesday, 20 October 2020 at 21:57 UTC.

The tweets in the network were tweeted over the 2-day, 6-hour, 34-minute period from Sunday, 18 October 2020 at 14:59 UTC to Tuesday, 20 October 2020 at 21:33 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 : Trump Crime Family
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:
[1187] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[894] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[197] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/#6429413a4f1b
[163] https://twitter.com/realDonaldTrump/status/1317825484495880192
[137] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[114] https://podcasts.apple.com/us/podcast/the-dan-bongino-show/id965293227#episodeGuid=908622c6-12ec-11eb-a212-73a900c17a4b
[112] https://rumble.com/vas5mv-ep.-1373-heres-what-trump-should-do-during-the-debate-to-expose-biden.html?mref=16emn&mc=6kk5f
[110] https://www.esquire.com/entertainment/tv/a33350476/fear-city-new-york-mafia-donald-trump-tower-mob-ties-explained/
[59] https://rumble.com/vaprof-trump-ditches-teleprompter-unloads-on-hunter-and-biden-crime-family.html?mref=22lbp&mc=56yab
[45] https://www.patreon.com/posts/41681186

Top URLs in Tweet in G1:
[9] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[4] https://twitter.com/ericg1247/status/1317328937261977600
[2] https://twitter.com/CraigSilverman/status/1318553596821123077
[2] https://twitter.com/therecount/status/1318294736575279111
[2] https://twitter.com/DavidCornDC/status/1318195035821821953
[1] https://www.theatlantic.com/politics/archive/2020/10/biden-campaign-black-men/616735/
[1] https://twitter.com/tribelaw/status/1318236626708029441
[1] https://twitter.com/JuliaDavisNews/status/1318217155226275841
[1] https://twitter.com/bravenewfilms/status/1318300669464498177
[1] https://twitter.com/thedailyedge/status/1318203644639150081

Top URLs in Tweet in G2:
[140] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[112] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[17] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[9] https://twitter.com/crewcrew/status/1317993940625313798
[9] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/?utm_campaign=forbes&utm_source=facebook&utm_medium=social&utm_term=Gordie%2F&fbclid=IwAR1HAAZnKKIHpFGhR7Zlz-gx879MTYGJp1-ba5yrzFIbMXP5PNiZXL7iyhM#676f7264696
[8] https://www.newyorker.com/magazine/2017/03/13/donald-trumps-worst-deal
[8] https://www.newyorker.com/news/news-desk/how-ivanka-trump-and-donald-trump-jr-avoided-a-criminal-indictment
[7] https://www.gq.com/story/trump-kids-profit-presidency
[6] https://ag.ny.gov/press-release/2019/ag-james-secures-court-order-against-donald-j-trump-trump-children-and-trump
[6] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/amp/

Top URLs in Tweet in G3:
[32] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[27] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[5] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/#6429413a4f1b
[5] https://crushthelsatexam.com/deep-dive-donald-trumps-long-history-of-lawsuits/
[4] https://www.esquire.com/entertainment/tv/a33350476/fear-city-new-york-mafia-donald-trump-tower-mob-ties-explained/
[4] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/?utm_campaign=forbes&utm_source=facebook&utm_medium=social&utm_term=Valerie%2F&fbclid=IwAR2gZmiJoy8TpyZtizDil--CZJDs5O2ElmVtovV1D4MZmXKCxzBAzIhtleg#4b5049cc4f1b
[3] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[2] https://www.nytimes.com/2018/05/28/business/ivanka-trump-china-trademarks.html?smid=tw-share
[2] https://twitter.com/TrumpWarRoom/status/1317887947304280071
[2] https://twitter.com/thehill/status/1317912598831124480

Top URLs in Tweet in G4:
[6] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[6] https://www.reuters.com/investigates/special-report/usa-trump-panama/
[5] https://twitter.com/therecount/status/1317821677481459712
[4] https://twitter.com/EricTrump/status/1317963509607632896
[3] https://twitter.com/greg_price11/status/1317238167720820745
[3] https://www.nytimes.com/interactive/2020/10/10/us/trump-properties-swamp.html
[3] https://www.independent.co.uk/news/world/americas/us-politics/felix-sater-donald-trump-robert-mueller-kazakhstan-bta-bank-almaty-a8842721.html?amp
[3] https://www.nbcnews.com/politics/justice-department/senate-made-criminal-referral-trump-jr-bannon-kushner-two-others-n1237155
[2] https://www.esquire.com/entertainment/tv/a33350476/fear-city-new-york-mafia-donald-trump-tower-mob-ties-explained/
[2] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/

Top URLs in Tweet in G5:
[759] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[175] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/#6429413a4f1b
[5] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[4] https://twitter.com/realDonaldTrump/status/1317858680461668352
[3] https://twitter.com/CNNPR/status/1317850212875063299
[2] https://twitter.com/kylegriffin1/status/1317895723233497089
[2] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[2] https://twitter.com/NeedTesting/status/1317706373375741952
[2] https://twitter.com/ericgarland/status/1314273038989484037
[2] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/?utm_campaign=forbes&utm_source=facebook&utm_medium=social&utm_term=Gordie%2F&fbclid=IwAR1PP4s7X78-PUXsDLSLpztc6K2LBsHrhXWL83JqMclT0YT7i4s9-eTMhRM#676f7264696

Top URLs in Tweet in G6:
[157] https://twitter.com/realDonaldTrump/status/1317825484495880192
[16] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[9] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[4] https://www.youtube.com/watch?v=mveOLKDbigs&feature=youtu.be

[3] https://amp.theguardian.com/us-news/2019/may/28/bannon-trump-organization-criminal-enterprise-comments-michael-wolff-book
[3] https://www.nytimes.com/2017/05/11/us/politics/trump-comey-firing.html
[3] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/?fbclid=IwAR1YHrU5MBEo7CL1hVqfeSySEscNfRVTS5C8kb7sM6f8CZpHxeO4Y8XQVqQ#191a8f0d4f1b
[2] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/#6429413a4f1b
[2] https://www.forbes.com/sites/stevedenning/2019/03/06/why-the-trump-organization-now-risks-being-charged-as-a-criminal-enterprise/amp/
[2] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/#498a883b4f1b

Top URLs in Tweet in G7:
[713] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[9] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[4] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/?utm_campaign=forbes&utm_source=facebook&utm_medium=social&utm_term=Gordie/#34b8cd94f1bf
[1] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/amp/?__twitter_impression=true
[1] https://ir.shareaholic.com/e?a=1&u=https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/%234bcb67c54f1b&r=1

Top URLs in Tweet in G8:
[19] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[11] https://www.thetimes.co.uk/edition/world/donald-trump-lashes-out-at-criminal-biden-family-b7gtwd9n6?utm_medium=Social&utm_source=Twitter#Echobox=1603152289
[11] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[9] https://www.vanityfair.com/news/2020/09/eric-trump-fraud-investigation
[8] https://twitter.com/meidastouch/status/1318543719331549184
[4] https://www.newsweek.com/donald-trump-rape-sexual-assault-minor-wife-business-victims-roy-moore-713531
[4] https://twitter.com/fahrenthold/status/1317196787409707011
[4] https://www.cnn.com/2020/10/14/politics/trump-campaign-donation-investigation/index.html
[3] https://www.sandiegouniontribune.com/opinion/commentary/story/2020-10-14/william-barr-department-of-justice-doj
[3] https://www.cnbc.com/2020/10/13/justice-department-sues-melania-trump-tell-all-book-author-.html

Top URLs in Tweet in G9:
[59] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[21] https://twitter.com/DonaldJTrumpJr/status/1317961761010700290
[12] https://twitter.com/donaldjtrumpjr/status/1317961761010700290
[9] https://www.youtube.com/watch?v=TMfVxrvxs2s&feature=youtu.be

[9] https://twitter.com/joelockhart/status/1318150017010589696
[4] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/amp/?__twitter_impression=true
[4] https://twitter.com/wolfblitzer/status/1317934326932262912
[4] https://www.youtube.com/watch?v=ALdsx8W2jnM&feature=youtu.be

[4] https://videos.utahgunexchange.com/watch/joe-biden-hunter-biden-and-biden-crime-family-by-don-trump-jr-mp4_A8e9l8ULQooLGRs.html
[4] https://twitter.com/maddow/status/1318345680147128321

Top URLs in Tweet in G10:
[113] https://podcasts.apple.com/us/podcast/the-dan-bongino-show/id965293227#episodeGuid=908622c6-12ec-11eb-a212-73a900c17a4b
[111] https://rumble.com/vas5mv-ep.-1373-heres-what-trump-should-do-during-the-debate-to-expose-biden.html?mref=16emn&mc=6kk5f
[52] https://rumble.com/vaprof-trump-ditches-teleprompter-unloads-on-hunter-and-biden-crime-family.html?mref=22lbp&mc=56yab
[31] https://www.godlikeproductions.com/forum1/message4555919/pg1
[4] https://www.forbes.com/sites/tommybeer/2020/10/17/trump-calls-the-bidens-an-organized-crime-family-but-here-are-his-run-ins-with-the-law/
[2] https://bongino.com/if-the-emails-mean-what-we-think-they-mean-a-biden-presidency-would-be-an-existential-threat-to-u-s-national-security/
[2] https://podcasts.apple.com/us/podcast/the-dan-bongino-show/id965293227#episodeGuid=ca502f76-1227-11eb-be3e-57bd1e2a3414
[1] https://2020electioncenter.com/watch?id=5f8e30f11d7620153caa89eb
[1] https://www.mcsweeneys.net/articles/the-complete-listing-so-far-atrocities-1-940
[1] https://www.intelligence.senate.gov/publications/report-select-committee-intelligence-united-states-senate-russian-active-measures

Top Domains
Top Domains in Tweet in Entire Graph:
[2542] forbes.com
[995] twitter.com
[174] rumble.com
[149] newsweek.com
[116] apple.com
[110] esquire.com
[59] youtube.com
[45] patreon.com
[31] godlikeproductions.com
[28] yahoo.com

Top Domains in Tweet in G1:
[26] twitter.com
[9] newsweek.com
[1] theatlantic.com
[1] forbes.com
[1] justthenews.com
[1] jr.is

Top Domains in Tweet in G2:
[238] forbes.com
[142] twitter.com
[115] newsweek.com
[20] youtube.com
[16] newyorker.com
[13] cnn.com
[10] politico.com
[8] gq.com
[6] ny.gov
[4] foreignpolicy.com

Top Domains in Tweet in G3:
[70] forbes.com
[19] twitter.com
[5] crushthelsatexam.com
[4] esquire.com
[3] nytimes.com
[3] newsweek.com
[2] chicagotribune.com
[1] opensecrets.org
[1] yahoo.com
[1] usat.ly

Top Domains in Tweet in G4:
[26] twitter.com
[16] forbes.com
[6] reuters.com
[4] nytimes.com
[3] co.uk
[3] nbcnews.com
[3] nymag.com
[2] esquire.com
[2] fbi.gov
[2] politico.com

Top Domains in Tweet in G5:
[939] forbes.com
[22] twitter.com
[5] newsweek.com
[1] time.com
[1] foreignpolicy.com

Top Domains in Tweet in G6:
[174] twitter.com
[40] forbes.com
[5] youtube.com
[3] newsweek.com
[3] theguardian.com
[3] nytimes.com
[2] esquire.com
[1] politico.com
[1] washingtonpost.com
[1] floridabulldog.org

Top Domains in Tweet in G7:
[727] forbes.com
[1] shareaholic.com

Top Domains in Tweet in G8:
[32] forbes.com
[20] twitter.com
[11] co.uk
[9] vanityfair.com
[6] cnn.com
[4] newsweek.com
[3] sandiegouniontribune.com
[3] cnbc.com
[3] rawstory.com
[1] alternet.org

Top Domains in Tweet in G9:
[297] twitter.com
[100] forbes.com
[23] youtube.com
[5] facebook.com
[4] rumble.com
[4] utahgunexchange.com
[4] foxnews.com
[3] msn.com
[3] rawstory.com
[3] dailyconservative.com

Top Domains in Tweet in G10:
[163] rumble.com
[115] apple.com
[31] godlikeproductions.com
[4] forbes.com
[2] bongino.com
[1] 2020electioncenter.com
[1] mcsweeneys.net
[1] senate.gov
[1] politico.com
[1] bostonglobe.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[355] trumpcrimefamily
[163] quidproquo
[96] trumpcrimefamilyforprison
[84] lockthemallup
[65] trump
[63] lockthemup
[62] trumpcrimes
[60] nepotism
[59] bidenharris2020
[59] nepotismbarbie



Top Hashtags in Tweet in G1:
[10] trumpcrimefamily
[2] donthecon
[2] votebidenharristoendthisnightmare
[1] votebidenharristosaveamerica
[1] smartnews
[1] trumpswamp

Top Hashtags in Tweet in G2:
[215] trumpcrimefamily
[75] trumpcrimefamilyforprison
[71] lockthemallup
[62] trumpcrimes
[61] lockthemup
[60] nepotism
[59] nepotismbarbie
[59] donniejr
[20] trump
[14] votehimout

Top Hashtags in Tweet in G3:
[12] trumpcrimefamily
[7] lockthemallup
[6] bidenharris2020landslide
[2] vote
[2] erictrumpsukrainescandal
[2] gopcorruptionovercountry
[1] votejoebidentosaveamerica
[1] bejingtrumps
[1] demvoice1
[1] projection

Top Hashtags in Tweet in G4:
[29] vote
[29] trumpcrimefamily
[28] demvoice1
[4] trumpvirus
[4] blametrump
[4] votebidenharris
[4] bidenharris2020
[4] trumpcrimefamilyforprison
[4] trump
[3] gophypocrisy

Top Hashtags in Tweet in G5:
[8] trumpcrimefamily
[3] hunterbiden
[3] trumptaxreturns
[3] trump
[2] votehimout
[2] lockthemup
[2] criminals
[1] ichooseamerica
[1] votebidenharris
[1] voteearly

Top Hashtags in Tweet in G6:
[6] trumpcrimefamily
[5] trumpcrimefamilyforprison
[4] vote
[3] bidenharris2020
[3] lyin
[2] votebidenharris2020
[2] dollarbinbarbie
[2] america
[2] bidencrimefamily
[2] covid19

Top Hashtags in Tweet in G7:
[4] joebidensneighborhood
[4] bhm
[4] gtcblue
[1] votejoebidentosaveamerica

Top Hashtags in Tweet in G8:
[9] trumpcrimefamily
[8] byetiffany
[3] impeachbarr
[3] disbarbarr
[2] vote
[2] demvoice1
[1] bountygateaintgoingaway
[1] justiciscoming

Top Hashtags in Tweet in G9:
[19] trumpcrimefamily
[9] trump
[6] trumpcrimefamilyforprison
[4] bidenharris2020
[4] joebiden
[4] votebidenharris
[4] foxnews
[3] vote
[3] trumpcrimesyndicate
[3] biden

Top Hashtags in Tweet in G10:
[2] vote
[1] trumpcrimefamily
[1] votenotojoe
[1] voteblue
[1] factsmatter
[1] voteredtosaveamerica

Top Words
Top Words in Tweet in Entire Graph:
[29940] trump
[20839] crime
[17527] family
[9507] biden
[4856] being
[4756] self
[4724] boss
[4295] day
[4255] hunter
[4145] charity

Top Words in Tweet in G1:
[10363] trump
[6929] crime
[3502] family
[3440] million
[3440] charity
[3431] being
[3430] crooks
[3430] boss
[3429] lawyer
[3429] jay

Top Words in Tweet in G2:
[2763] trump
[2624] family
[2522] crime
[728] realdonaldtrump
[524] biden
[422] know
[416] never
[396] future
[391] much
[362] kushner

Top Words in Tweet in G3:
[4026] trump
[3427] biden
[2195] crime
[2126] family
[1716] hunter
[1655] against
[1653] vote
[1650] republican
[1650] back
[1649] anything

Top Words in Tweet in G4:
[1196] family
[1158] trump
[1142] crime
[895] donaldjtrumpjr
[152] biden
[117] truth
[102] know
[72] russian
[72] more
[69] don

Top Words in Tweet in G5:
[1553] trump
[1547] biden
[1527] hunter
[1097] crime
[993] family
[761] corrupt
[759] angel
[759] compared
[204] one
[200] president

Top Words in Tweet in G6:
[1444] trump
[1029] crime
[1029] family
[985] biden
[746] joebiden
[374] hunter
[364] vote
[355] corruption
[355] against
[347] evidence

Top Words in Tweet in G7:
[1593] trump
[760] self
[722] corrupt
[713] talking
[713] without
[712] remember
[712] whatever
[712] insult
[712] throws
[712] people

Top Words in Tweet in G8:
[920] trump
[839] crime
[817] family
[674] biden
[639] being
[628] boss
[605] much
[586] joe
[566] donald
[563] weird

Top Words in Tweet in G9:
[699] family
[658] trump
[629] crime
[338] biden
[69] joe
[53] vote
[50] people
[46] organized
[44] president
[41] hunter

Top Words in Tweet in G10:
[344] family
[338] crime
[327] trump
[305] biden
[232] story
[230] president
[229] show
[228] don
[226] miss
[226] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16049] crime,family
[7319] trump,crime
[4074] hunter,biden
[4016] crime,boss
[3993] boss,crime
[3991] being,investigated
[3990] self,dealing
[3988] jay,sekulow
[3988] 65,million
[3988] around,trump

Top Word Pairs in Tweet in G1:
[3491] crime,family
[3429] trump,lawyer
[3429] lawyer,jay
[3429] jay,sekulow
[3429] sekulow,being
[3429] being,investigated
[3429] investigated,self
[3429] self,dealing
[3429] dealing,65
[3429] 65,million

Top Word Pairs in Tweet in G2:
[2307] crime,family
[1232] trump,crime
[359] trump,kushner
[357] kushner,crime
[336] know,much
[334] never,know
[334] much,security
[334] security,opportunity
[334] opportunity,common
[334] common,decency

Top Word Pairs in Tweet in G3:
[2046] crime,family
[1787] trump,crime
[1711] hunter,biden
[1645] against,biden
[1645] biden,trump
[1644] republican,inquiry
[1644] inquiry,found
[1644] found,wrong
[1644] regarding,hunter
[1644] biden,evidence

Top Word Pairs in Tweet in G4:
[1030] crime,family
[763] trump,crime
[161] donaldjtrumpjr,trump
[105] trump,family
[79] biden,crime
[68] truth,trump
[46] mean,trump
[42] family,trump
[42] crime,syndicate
[32] donaldjtrumpjr,truth

Top Word Pairs in Tweet in G5:
[1527] hunter,biden
[987] crime,family
[871] trump,crime
[759] biden,corrupt
[759] corrupt,hunter
[759] biden,angel
[759] angel,compared
[759] compared,trump
[175] ivanka,trump
[175] trump,receiving

Top Word Pairs in Tweet in G6:
[971] crime,family
[653] trump,crime
[363] hunter,biden
[343] biden,trump
[342] republican,inquiry
[342] inquiry,found
[342] found,wrong
[342] wrong,doings
[342] doings,regarding
[342] regarding,hunter

Top Word Pairs in Tweet in G7:
[712] remember,whatever
[712] whatever,insult
[712] insult,trump
[712] trump,throws
[712] throws,people
[712] people,talking
[712] talking,himself
[712] himself,without
[712] without,knowing
[712] knowing,textbook

Top Word Pairs in Tweet in G8:
[763] crime,family
[579] joe,biden
[574] biden,being
[564] donald,trump
[563] weird,donald
[563] trump,painting
[563] painting,joe
[563] being,mafia
[563] mafia,crime
[563] family,boss

Top Word Pairs in Tweet in G9:
[567] crime,family
[238] trump,crime
[159] biden,crime
[45] organized,crime
[43] joe,biden
[37] family,crime
[36] trump,family
[32] biden,family
[31] vote,trump
[29] hunter,biden

Top Word Pairs in Tweet in G10:
[326] crime,family
[283] biden,crime
[229] president,trump
[226] miss,show
[226] show,today
[226] story,available
[224] trump,during
[224] during,debate
[224] debate,fully
[224] fully,expose

Top Replied-To
Top Replied-To in Entire Graph:
@donaldjtrumpjr
@sen_joemanchin
@realdonaldtrump
@natashabertrand
@joebiden
@erictrump
@hkrassenstein
@joelockhart
@davidcorndc
@blueheartedly

Top Replied-To in G1:
@grandmagrit
@marshallcohen
@erictrump
@richardhine
@jasonmillerindc
@senschumer
@danrather
@overdamoon
@gopchairwoman

Top Replied-To in G2:
@realdonaldtrump
@erictrump
@joelockhart
@nypapajoe
@donaldjtrumpjr
@gop
@ivankatrump
@davidcorndc
@projectlincoln
@therecount

Top Replied-To in G3:
@sen_joemanchin
@natashabertrand
@hkrassenstein
@blueheartedly
@funder
@jmspivey37
@ashleyjudd
@melissa_va_757
@davidcorndc
@stpfreak

Top Replied-To in G4:
@donaldjtrumpjr
@realdonaldtrump
@mollyjongfast
@charliekirk11
@hqdepot1
@erictrump
@goss30goss
@chrislhayes
@riotwomennn
@hkrassenstein

Top Replied-To in G5:
@thomaskaine5
@donaldjtrumpjr
@waltb31
@azlibertad
@joebiden
@projectlincoln
@logic_triumphs
@quancyclayborne
@frankfigliuzzi1
@lc1_summit

Top Replied-To in G6:
@joebiden
@nicolechilders
@realdonaldtrump
@wolfblitzer
@ddale8
@newyorkstateag
@donaldjtrumpjr
@dineshdsouza
@waltshaub
@natashabertrand

Top Replied-To in G7:
@joebiden
@barbrastreisand
@mtgreenee
@helaosouse
@laraleatrump
@charliekirk11
@realdonaldtrump

Top Replied-To in G8:
@palmerreport
@billpascrell
@joebiden
@bblock29
@mkraju
@jmspivey37
@funder
@inthe_yard
@donaldjtrumpjr
@thetimes

Top Replied-To in G9:
@tiburonjon

Top Replied-To in G10:
@dbongino
@rbreich
@leb20082016
@mattwalshblog
@roseannriggi
@donaldjtrumpjr
@kgroleau71
@realdonaldtrump
@dwillie95
@tommill38833054

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@realdonaldtrump
@tinat1967
@bravenewfilms
@robertgreenwald
@donaldjtrumpjr
@erictrump
@kamalaharris
@forbes
@ivankatrump

Top Mentioned in G1:
@maddow
@wonderwoman934
@jonathanchait
@bamjcasta
@aabl57
@themorpheus61
@realdonaldtrump
@markruffalo
@pattyarquette
@rlcollins69

Top Mentioned in G2:
@realdonaldtrump
@erictrump
@ivankatrump
@joebiden
@foxnews
@gop
@projectlincoln
@donaldjtrumpjr
@cnn
@marklevinshow

Top Mentioned in G3:
@tinat1967
@ghostla68198363
@fie0014
@scaramucci
@polubunmi
@farmbekki
@deborahentj
@sarah_meinzer
@heyesau
@realdonaldtrump

Top Mentioned in G4:
@donaldjtrumpjr
@realdonaldtrump
@joebiden
@erictrump
@garthlever
@john85553736
@ronjohnsonwi
@oleandernectar
@perpetual_now
@gamebredfighter

Top Mentioned in G5:
@erinmat81855855
@joebiden
@chenereewa
@realdonaldtrump
@morde110
@betterw05759703
@donwinslow
@rbreich
@gtconway3d
@steveschmidtses

Top Mentioned in G6:
@joebiden
@kamalaharris
@realdonaldtrump
@matthewjdowd
@govwhitmer
@cnnsitroom
@dear_black_girl
@waltshaub
@sdnynews
@tinat1967

Top Mentioned in G7:
@shareaholic

Top Mentioned in G8:
@joe
@joebiden
@wsyx6
@br0k3nhalos
@gtconway3d
@drb4eva

Top Mentioned in G9:

Top Mentioned in G10:
@dbongino
@rbreich
@joebiden
@bobbystonemusic
@thehill
@iheartmindy
@redeaglepatriot
@wallsberg
@orange_eagle624
@erictrump

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@barntiques859
@gocoo_59
@gocoo
@monicasloves
@sharneal
@cagney1991
@independent
@wrikent3500
@phillip92321

Top Tweeters in G1:
@phillip92321
@sddphoto
@britpoptarts
@lehimesa
@joni_looking
@homegypsy
@politicalbee
@riskyliberal
@iveyjanette_207
@samhainnight

Top Tweeters in G2:
@missb62
@mog7546
@marthalynneowe1
@lizditz
@beverly21811568
@ecclesias
@lindacollins11
@reagancbrown
@purplegarter1
@kristafrances

Top Tweeters in G3:
@monicasloves
@debilu2
@kenkircher1
@jjj5819
@patta47cake
@carlyinnj
@mtmarilyn2
@ab_owl
@buffaloon
@lawgirl318

Top Tweeters in G4:
@msmwatchdog2013
@drawandstrike
@lindasuhler
@beckyrae12345
@rosiem1919
@maryellenbella4
@nort_lights
@marijodeleon
@monctonscout
@lauferlaw

Top Tweeters in G5:
@manmet80
@joannecangal
@grandpooba5440
@betterw05759703
@curiocat13
@mstepczyk
@jcmarbury
@debsomewhere
@trumpgot2go
@boris3324

Top Tweeters in G6:
@padakitty
@wildwillow65
@ocraziocornpop
@emersonfan1
@sylviaz1913
@baronianconsult
@wsuionline_
@beverlynotmypre
@suepeac
@bbkenn92

Top Tweeters in G7:
@gocoo_59
@gocoo
@sherrikuczeryk
@linda1746
@loyalfan1
@davidpsdem
@dawnarickelz
@dwntwndave
@lynncatwalters
@argusc

Top Tweeters in G8:
@cagney1991
@eykis
@kstreet111
@geegeebythesea
@reneevoicebrand
@joanisparkles
@pushandpulljlm
@darrellpmwest
@rrnunez
@joanpennnative

Top Tweeters in G9:
@ussanews
@indecardio
@granny_st
@bbcpropaganda
@ruttenwillem
@gastropoda
@fbonacci
@dablueprint
@joshpainter2154
@cleoworks1

Top Tweeters in G10:
@sharneal
@justiceoutcry
@woitekj
@eyegloarts
@fl85
@gracemariecourt
@lrod49
@ptsd1471
@vlovesanimals
@nmharley2


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