#TrumpCrimeFamily, Twitter, 10/15/2020 9:55:53 PM, 238036


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#TrumpCrimeFamily_2020-10-15_14-20-08.xlsx
#TrumpCrimeFamily_2020-10-15_14-20-08.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 15, 2020
Short Description:
#TrumpCrimeFamily via NodeXL https://bit.ly/31aZZ2G
@realdonaldtrump
@mmpadellan
@hkrassenstein
@jpierni
@deanobeidallah
@taradublinrocks
@meidastouch
@hotpockets4all
@reesusp
@prayerfeathers

Top hashtags:
#trumpcrimefamily
#byetiffany
#demvoice1
#onev1

Description:
Description
The graph represents a network of 10,031 Twitter users whose recent tweets contained "#TrumpCrimeFamily", 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 Thursday, 15 October 2020 at 21:37 UTC.

The tweets in the network were tweeted over the 3-hour, 25-minute period from Thursday, 15 October 2020 at 17:54 UTC to Thursday, 15 October 2020 at 21:19 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 : 10031
Unique Edges : 18837
Edges With Duplicates : 4339
Total Edges : 23176
Number of Edge Types : 5
Retweet : 13734
MentionsInRetweet : 2401
Tweet : 2422
Mentions : 1797
Replies to : 2822
Self-Loops : 2485
Reciprocated Vertex Pair Ratio : 0.00193298969072165
Reciprocated Edge Ratio : 0.00385852090032154
Connected Components : 1114
Single-Vertex Connected Components : 969
Maximum Vertices in a Connected Component : 8721
Maximum Edges in a Connected Component : 21699
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.809532
Graph Density : 0.000185466926903469
Modularity : 0.511642
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,031 Twitter users whose recent tweets contained "#TrumpCrimeFamily", 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 Thursday, 15 October 2020 at 21:37 UTC.

The tweets in the network were tweeted over the 3-hour, 25-minute period from Thursday, 15 October 2020 at 17:54 UTC to Thursday, 15 October 2020 at 21:19 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 : #TrumpCrimeFamily
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:
[923] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[764] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[713] https://twitter.com/MeidasTouch/status/1316785021093470208
[604] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[230] https://twitter.com/CREWcrew/status/1316619928707964928
[194] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[121] https://www.usatoday.com/story/opinion/2019/11/24/donald-trump-corruption-ukraine-family-business-column/4258746002/
[77] https://www.newyorker.com/news/news-desk/how-ivanka-trump-and-donald-trump-jr-avoided-a-criminal-indictment
[73] https://twitter.com/ProjectLincoln/status/1316811506613325824
[67] https://twitter.com/mmpadellan/status/1316794976882380801

Top URLs in Tweet in G1:
[394] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[58] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[47] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[37] https://twitter.com/MeidasTouch/status/1316785021093470208
[20] https://twitter.com/Acyn/status/1316801262277455872
[19] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[17] https://twitter.com/ProjectLincoln/status/1316811506613325824
[15] https://twitter.com/drericding/status/1316547542071607302
[12] https://www.nytimes.com/interactive/2018/10/02/us/politics/donald-trump-tax-schemes-fred-trump.html
[12] https://amgreatness.com/2020/10/15/members-of-biden-clan-expected-to-give-half-of-their-earnings-to-pop-hunter-biden-text-reveals/

Top URLs in Tweet in G2:
[245] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[145] https://twitter.com/CREWcrew/status/1316619928707964928
[105] https://twitter.com/MeidasTouch/status/1316785021093470208
[101] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[99] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[88] https://www.usatoday.com/story/opinion/2019/11/24/donald-trump-corruption-ukraine-family-business-column/4258746002/
[74] https://www.newyorker.com/news/news-desk/how-ivanka-trump-and-donald-trump-jr-avoided-a-criminal-indictment
[54] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[39] https://www.reuters.com/article/us-china-usa-ivanka-idUSKCN1NB0TL
[36] https://thedailyedge.substack.com/p/the-crimes-of-donald-trump

Top URLs in Tweet in G3:
[27] https://twitter.com/MeidasTouch/status/1316785021093470208
[22] https://twitter.com/mmpadellan/status/1316794976882380801
[21] https://twitter.com/projectlincoln/status/1316811506613325824
[21] https://twitter.com/ProjectLincoln/status/1316811506613325824
[15] https://twitter.com/meidastouch/status/1316785021093470208
[13] https://twitter.com/acyn/status/1316801262277455872
[11] https://twitter.com/HKrassenstein/status/1316801547796439040
[11] https://twitter.com/Acyn/status/1316801262277455872
[9] https://twitter.com/MeidasTouch/status/1316800561266659328
[8] https://twitter.com/jpierni/status/1316794496911376387

Top URLs in Tweet in G4:
[49] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[30] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[24] https://twitter.com/MeidasTouch/status/1316785021093470208
[20] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[19] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[12] https://twitter.com/CREWcrew/status/1316619928707964928
[4] https://apnews.com/article/0a3283036d2f4e699da4aa3c6dd01727
[4] https://twitter.com/mmpadellan/status/1316794976882380801
[3] https://twitter.com/Meidas_Kassan/status/1316807445801512960
[3] https://twitter.com/prayerfeathers/status/1316784846975438853

Top URLs in Tweet in G5:
[317] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[43] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[30] https://www.nbcnews.com/think/opinion/trump-criticizes-hunter-biden-house-democrats-should-be-investigating-his-ncna1066016
[21] https://twitter.com/MeidasTouch/status/1316785021093470208
[21] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[19] https://twitter.com/CREWcrew/status/1316619928707964928
[16] https://www.pscp.tv/w/cldbuTF4TlFheHF5d1hxRWJ8MXlvS01YV1BCYVd4UaYNJHSGAMGIcQL0FlUUsdqTKnEq6phQD6MmkjjFkn-K
[13] https://twitter.com/HKrassenstein/status/1316801547796439040
[12] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[6] https://www.usatoday.com/story/opinion/2019/11/24/donald-trump-corruption-ukraine-family-business-column/4258746002/

Top URLs in Tweet in G6:
[17] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[14] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[5] https://twitter.com/MeidasTouch/status/1316785021093470208
[4] https://www.theguardian.com/us-news/2018/apr/05/ex-trump-aide-paul-manafort-approved-black-ops-to-help-ukraine-president?CMP=share_btn_tw
[4] https://twitter.com/CREWcrew/status/1316619928707964928
[3] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[3] https://twitter.com/HKrassenstein/status/1316801547796439040
[3] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[2] https://twitter.com/HKrassenstein/status/1316469474544046082
[2] https://twitter.com/MarkoSilberhand/status/1316803943494758402

Top URLs in Tweet in G7:
[60] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[42] https://twitter.com/MeidasTouch/status/1316785021093470208
[39] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[32] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[23] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[11] https://twitter.com/CREWcrew/status/1316619928707964928
[9] https://www.forbes.com/sites/danalexander/2017/06/06/how-donald-trump-shifted-kids-cancer-charity-money-into-his-business/
[7] https://twitter.com/rambogardengirl/status/1316806416976408576
[5] https://teespring.com/evolution-of-republicans-anti?pid=2&cid=2397
[5] https://teespring.com/shop/trumpkin-2493?aid=marketplace&tsmac=marketplace&tsmic=error&pid=2&cid=2397

Top URLs in Tweet in G8:
[481] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[38] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[9] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[7] https://twitter.com/CREWcrew/status/1316619928707964928
[6] https://twitter.com/grantstern/status/1316743418421411842
[6] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/
[5] https://twitter.com/normornstein/status/1316820303276843011
[4] https://twitter.com/iceintern/status/1316824342336958464
[3] https://twitter.com/MeidasTouch/status/1316785021093470208
[3] https://thedailyedge.substack.com/p/the-crimes-of-donald-trump

Top URLs in Tweet in G9:
[256] https://twitter.com/MeidasTouch/status/1316785021093470208
[49] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[21] https://twitter.com/rambogardengirl/status/1316806416976408576
[10] https://twitter.com/andrewhclark/status/1316797153889726466
[9] https://www.rawstory.com/2020/10/pro-trump-scam-pac-sites-shut-down-by-fbi-for-possible-fraud/#.X4iEG3p8QIw.twitter
[8] https://twitter.com/60recce/status/1316809399239729152
[7] https://twitter.com/marianicoledin1/status/1316797538889019392
[7] https://twitter.com/CREWcrew/status/1316619928707964928
[4] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[4] https://twitter.com/RWTrollPatrol/status/1313518127817220096?s=20

Top URLs in Tweet in G10:
[18] https://twitter.com/ReesusP/status/1316749477785427968
[12] https://twitter.com/ReesusP/status/1316815653513228288
[9] https://twitter.com/MeidasTouch/status/1316785021093470208/video/1
[9] https://twitter.com/MeidasTouch/status/1316785021093470208
[9] https://twitter.com/tomdangora/status/1316739658345336832
[8] https://www.nytimes.com/2020/08/20/nyregion/steve-bannon-arrested-indicted.html
[7] https://twitter.com/mmpadellan/status/1316794976882380801
[5] https://twitter.com/donaldjtrumpjr/status/1316535409703219201
[4] https://twitter.com/jpierni/status/1316794496911376387
[4] https://www.forbes.com/sites/tommybeer/2020/09/22/ivankas-trademark-requests-were-fast-tracked-in-china-after-trump-was-elected/

Top Domains
Top Domains in Tweet in Entire Graph:
[3704] twitter.com
[785] forbes.com
[659] nytimes.com
[211] rawstory.com
[131] usatoday.com
[79] newyorker.com
[62] thehill.com
[56] nbcnews.com
[55] substack.com
[46] washingtonpost.com

Top Domains in Tweet in G1:
[425] twitter.com
[394] forbes.com
[70] nytimes.com
[22] rawstory.com
[12] amgreatness.com
[10] thehill.com
[7] usatoday.com
[7] cnn.com
[6] youtube.com
[4] substack.com

Top Domains in Tweet in G2:
[630] twitter.com
[250] forbes.com
[110] nytimes.com
[89] usatoday.com
[74] newyorker.com
[59] rawstory.com
[43] thehill.com
[39] reuters.com
[36] substack.com
[36] washingtonpost.com

Top Domains in Tweet in G3:
[580] twitter.com
[13] youtube.com
[7] huffpost.com
[6] apple.news
[6] washingtonpost.com
[6] vanityfair.com
[5] co.uk
[5] fiverr.com
[4] rawstory.com
[4] nytimes.com

Top Domains in Tweet in G4:
[148] twitter.com
[31] nytimes.com
[20] forbes.com
[20] rawstory.com
[4] apnews.com
[2] ballotpedia.org
[2] usatoday.com
[2] wnycstudios.org
[2] ctvnews.ca
[1] politico.com

Top Domains in Tweet in G5:
[317] nytimes.com
[149] twitter.com
[30] nbcnews.com
[22] forbes.com
[16] pscp.tv
[12] rawstory.com
[6] usatoday.com
[5] substack.com
[5] apnews.com
[1] sciencemag.org

Top Domains in Tweet in G6:
[36] twitter.com
[17] nytimes.com
[4] theguardian.com
[3] forbes.com
[3] rawstory.com
[2] thehill.com
[1] pscp.tv
[1] nbcnews.com
[1] usatoday.com
[1] bbc.com

Top Domains in Tweet in G7:
[148] twitter.com
[46] nytimes.com
[43] forbes.com
[23] rawstory.com
[14] teespring.com
[6] nymag.com
[6] newsweek.com
[4] time.com
[3] theguardian.com
[3] msn.com

Top Domains in Tweet in G8:
[544] twitter.com
[38] rawstory.com
[10] nytimes.com
[6] forbes.com
[3] substack.com
[3] usatoday.com
[1] thehill.com
[1] adn.com
[1] newyorker.com
[1] esquire.com

Top Domains in Tweet in G9:
[381] twitter.com
[9] rawstory.com
[5] nytimes.com
[2] usatoday.com
[2] forbes.com
[1] substack.com
[1] nbcnews.com

Top Domains in Tweet in G10:
[96] twitter.com
[8] nytimes.com
[5] forbes.com
[2] go.com
[1] themoscowproject.org
[1] rawstory.com
[1] ny.gov
[1] usatoday.com
[1] newyorker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18615] trumpcrimefamily
[3224] byetiffany
[985] demvoice1
[976] onev1
[837] erictrumpsukrainescandal
[788] crookedjoebiden
[705] bidenharris2020
[682] vote
[586] lockthemup
[584] nbcblackout



Top Hashtags in Tweet in G1:
[2826] trumpcrimefamily
[403] lockthemup
[393] china
[388] donjr
[386] ivankatrump
[386] presidentxi
[386] eriktrumpsukrainescandal
[385] eric
[215] byetiffany
[169] votebidenharris2020

Top Hashtags in Tweet in G2:
[4781] trumpcrimefamily
[893] byetiffany
[413] vote
[398] coronavirus
[156] lockherup
[136] trumpisalaughingstock
[136] erictrumpsukrainescandal
[121] onev1
[104] bidenharris2020
[102] bidencrimefamily

Top Hashtags in Tweet in G3:
[1153] trumpcrimefamily
[141] byetiffany
[56] trumpisalaughingstock
[54] trump
[46] votebidenharris2020
[46] erictrumpsukrainescandal
[42] votethemallout
[41] bidenharris2020
[41] crookedjoebiden
[40] erictrumpukrainescandal

Top Hashtags in Tweet in G4:
[1591] trumpcrimefamily
[113] byetiffany
[49] onev1
[49] demvoice1
[28] donjr
[27] bidenharris2020
[24] crookeddonaldtrump
[22] crookedjoebiden
[19] ivankatrump
[19] china

Top Hashtags in Tweet in G5:
[1455] trumpcrimefamily
[88] byetiffany
[78] crookedjoebiden
[61] onev1
[61] demvoice1
[45] nbcblackout
[23] bidenharris2020
[17] trumpisalaughingstock
[16] erictrumpsukrainescandal
[15] crookeddonaldtrump

Top Hashtags in Tweet in G6:
[857] trumpcrimefamily
[25] byetiffany
[15] onev1
[15] demvoice1
[7] erictrumpsukrainescandal
[6] trumpcrimefamilyforprison
[6] trump
[5] bidencrimefamily
[4] erictrump
[4] giuliani

Top Hashtags in Tweet in G7:
[1279] trumpcrimefamily
[120] byetiffany
[60] onev1
[60] demvoice1
[45] bidenharris2020
[22] ivankatrump
[22] china
[21] presidentxi
[21] donjr
[21] eric

Top Hashtags in Tweet in G8:
[821] trumpcrimefamily
[547] byetiffany
[489] onev1
[487] demvoice1
[19] crookedtrump
[9] ivankatrump
[8] gophypocrisy
[7] bidenharris2020
[6] trumptaxreturns
[6] coronavirus

Top Hashtags in Tweet in G9:
[695] trumpcrimefamily
[325] byetiffany
[258] bidenharris2020
[149] crookeddonaldtrump
[145] crookedjoebiden
[49] onev1
[49] demvoice1
[25] erictrumpukrainescandal
[12] joebidenukrainescandal
[10] trumpcrimesyndicate

Top Hashtags in Tweet in G10:
[687] trumpcrimefamily
[353] byetiffany
[259] erictrumpsukrainescandal
[258] crookedjoebiden
[256] nbcblackout
[247] covid__19
[247] twittercensorship
[79] biden
[79] trump
[76] bidenharris2020

Top Words
Top Words in Tweet in Entire Graph:
[18613] #trumpcrimefamily
[10728] trump
[4736] money
[3402] people
[3224] #byetiffany
[2898] donald
[2561] family
[2370] stole
[2312] ivanka
[2004] biden

Top Words in Tweet in G1:
[2826] #trumpcrimefamily
[1128] realdonaldtrump
[1056] trump
[525] stole
[422] crimes
[415] during
[407] 41
[403] #lockthemup
[403] trademarks
[402] received

Top Words in Tweet in G2:
[4780] #trumpcrimefamily
[2595] trump
[893] #byetiffany
[741] money
[596] realdonaldtrump
[594] ivanka
[581] biden
[522] people
[508] meidastouch
[507] family

Top Words in Tweet in G3:
[1153] #trumpcrimefamily
[172] trump
[141] #byetiffany
[56] #trumpisalaughingstock
[53] #trump
[50] biden
[46] #votebidenharris2020
[46] #erictrumpsukrainescandal
[42] #votethemallout
[41] #bidenharris2020

Top Words in Tweet in G4:
[2185] trump
[1591] #trumpcrimefamily
[1455] money
[1313] donald
[703] stole
[694] ivanka
[686] charity
[684] cancer
[670] fraud
[653] melania

Top Words in Tweet in G5:
[1455] #trumpcrimefamily
[1196] trump
[706] people
[662] biden
[634] bannon
[510] money
[412] stole
[409] charity
[401] cancer
[352] hunter

Top Words in Tweet in G6:
[1108] family
[857] #trumpcrimefamily
[731] trump
[585] people
[560] russian
[553] crime
[552] law
[551] anyone
[550] again
[549] find

Top Words in Tweet in G7:
[1628] trump
[1279] #trumpcrimefamily
[1052] money
[874] laundered
[873] thru
[873] unsuccessful
[582] hotel
[392] ivanka
[338] russian
[310] know

Top Words in Tweet in G8:
[820] #trumpcrimefamily
[547] #byetiffany
[527] rest
[503] people
[489] #onev1
[487] #demvoice1
[486] pass
[482] months
[481] waiting
[481] counting

Top Words in Tweet in G9:
[695] #trumpcrimefamily
[325] #byetiffany
[258] #bidenharris2020
[256] ignore
[256] watch
[193] pass
[159] trump
[155] re
[155] popping
[149] #crookeddonaldtrump

Top Words in Tweet in G10:
[687] #trumpcrimefamily
[353] #byetiffany
[341] lies
[259] #erictrumpsukrainescandal
[258] #crookedjoebiden
[256] #nbcblackout
[247] #covid__19
[247] #twittercensorship
[235] bots
[235] such

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1757] stole,money
[1651] donald,trump
[1425] money,thru
[1425] thru,unsuccessful
[1425] unsuccessful,trump
[1328] eric,trump
[1315] hunter,biden
[1287] tax,fraud
[1285] money,laundering
[1219] donald,jr

Top Word Pairs in Tweet in G1:
[402] #trumpcrimefamily,#lockthemup
[400] 41,trademarks
[399] trade,negotiations
[399] negotiations,between
[386] #ivankatrump,received
[386] received,41
[386] #china,during
[386] during,trade
[386] between,daddy
[386] daddy,#presidentxi

Top Word Pairs in Tweet in G2:
[458] hunter,biden
[393] meidastouch,#trumpcrimefamily
[381] #trumpcrimefamily,#vote
[380] americans,locked
[380] locked,down
[380] down,due
[380] due,highly
[380] highly,contagious
[380] contagious,#coronavirus
[380] #coronavirus,tiffany

Top Word Pairs in Tweet in G3:
[67] #byetiffany,#trumpcrimefamily
[25] #trumpcrimefamily,#trumpisalaughingstock
[21] #erictrumpukrainescandal,#trumpcrimefamily
[19] #trumpcrimefamily,#trumpisnotamerica
[16] joe,biden
[15] #trumpcrimefamily,#trumptaxreturns
[15] #trumpcrimefamily,#trump
[13] #trumpcrimefamily,#votebidenharris2020
[12] #trumpcrimefamily,#byetiffany
[12] #trumpcrimefamily,#trumpcovid19

Top Word Pairs in Tweet in G4:
[684] stole,money
[668] donald,trump
[649] money,laundering
[648] melania,war
[646] tax,fraud
[646] eric,trump
[645] trump,genocide
[645] genocide,extortion
[645] extortion,money
[645] laundering,tax

Top Word Pairs in Tweet in G5:
[399] stole,money
[352] hunter,biden
[317] kids,cancer
[317] steve,bannon
[317] bannon,helping
[317] helping,trump
[317] trump,fabricated
[317] fabricated,hunter
[317] biden,emails
[317] emails,scam

Top Word Pairs in Tweet in G6:
[554] family,#trumpcrimefamily
[551] crime,family
[550] family,crime
[549] anyone,find
[549] find,ironic
[549] ironic,appears
[549] appears,trump
[549] trump,people
[549] people,propagating
[549] propagating,hacked

Top Word Pairs in Tweet in G7:
[873] money,thru
[873] thru,unsuccessful
[873] unsuccessful,trump
[582] trump,hotel
[310] ivanka,trump
[291] trump,laundered
[291] laundered,iranian
[291] iranian,guard
[291] guard,money
[291] hotel,azerbijan

Top Word Pairs in Tweet in G8:
[527] rest,#trumpcrimefamily
[488] #byetiffany,rest
[486] #trumpcrimefamily,pass
[486] pass,#onev1
[486] #onev1,#demvoice1
[481] people,waiting
[481] waiting,months
[481] months,counting
[481] counting,hug
[481] hug,loved

Top Word Pairs in Tweet in G9:
[267] #byetiffany,#trumpcrimefamily
[256] ignore,watch
[256] watch,#byetiffany
[256] #trumpcrimefamily,#bidenharris2020
[155] re,popping
[148] #crookeddonaldtrump,#trumpcrimefamily
[144] popping,#crookedjoebiden
[144] #crookedjoebiden,trend
[144] trend,crooked
[144] crooked,criminal

Top Word Pairs in Tweet in G10:
[261] #byetiffany,#trumpcrimefamily
[248] #trumpcrimefamily,#erictrumpsukrainescandal
[247] #erictrumpsukrainescandal,#covid__19
[247] #covid__19,#twittercensorship
[247] #twittercensorship,#nbcblackout
[235] such,thing
[235] thing,#crookedjoebiden
[235] #crookedjoebiden,#byetiffany
[185] fake,hash
[185] hash,tags

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@donaldjtrumpjr
@erictrump
@meidastouch
@funder
@mmpadellan
@ivankatrump
@joebiden
@projectlincoln
@thedailyedge

Top Replied-To in G1:
@realdonaldtrump
@joebiden
@repmattgaetz
@gop
@donaldjtrumpjr
@washtimes
@whitehouse
@rudygiuliani
@erictrump
@stevescalise

Top Replied-To in G2:
@realdonaldtrump
@donaldjtrumpjr
@erictrump
@meidastouch
@ivankatrump
@thedailyedge
@woofdawg1
@rudygiuliani
@funder

Top Replied-To in G3:

Top Replied-To in G4:
@mmpadellan
@realdonaldtrump
@chipfranklin
@reesusp
@meidastouch
@mollynicoletta
@jrehling
@manishap
@prayerfeathers
@repmattgaetz

Top Replied-To in G5:
@gopchairwoman
@realdonaldtrump
@deanobeidallah
@hotpockets4all
@mmpadellan
@erictrump

Top Replied-To in G6:
@hkrassenstein
@crewcrew
@realdonaldtrump
@erictrump
@lau56
@mmpadellan

Top Replied-To in G7:
@realdonaldtrump
@theprotestfilms
@isaacdovere
@donaldjtrumpjr
@wajahatali
@thedailyedge
@townhallcom
@bettybowers

Top Replied-To in G8:
@jpierni
@realdonaldtrump
@flotus
@donaldjtrumpjr
@erictrump
@meiselasb
@meidastouch

Top Replied-To in G9:
@taradublinrocks
@realdonaldtrump
@asharangappa_

Top Replied-To in G10:
@erictrump
@reesusp
@realdonaldtrump
@stopthecriminal
@mmpadellan
@deanobeidallah
@hockeyfangirl12

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@meidastouch
@ivankatrump
@joebiden
@msnbc
@cnbc
@erictrump
@donaldjtrumpjr
@nbcnews
@cspan

Top Mentioned in G1:
@realdonaldtrump
@joebiden
@nbcnews
@cspan
@abc
@gop
@jack
@nbc
@donaldjtrumpjr

Top Mentioned in G2:
@meidastouch
@realdonaldtrump
@ivankatrump
@erictrump
@donaldjtrumpjr
@newyorkstateag
@joebiden
@twitter
@nypost

Top Mentioned in G3:

Top Mentioned in G4:
@realdonaldtrump
@ivankatrump
@meidastouch
@b52malmet
@gop
@newyorkstateag
@djhinz17

Top Mentioned in G5:
@realdonaldtrump
@ivankatrump
@gopchairwoman
@meidastouch
@texasphilly44
@bmeiselas
@twittersupport
@johnlundin

Top Mentioned in G6:
@realdonaldtrump
@ivankatrump
@hkrassenstein
@meidastouch
@potus
@cooperchip1
@fedtheeffup1
@ringsforfun

Top Mentioned in G7:
@realdonaldtrump
@kamalaharris
@ivankatrump
@joebiden
@senjoniernst
@sensusancollins
@marthamcsally
@sencorygardner

Top Mentioned in G8:
@realdonaldtrump
@meidastouch
@ivankatrump
@ondcp
@adamparkhomenko
@maggie_brown67
@sadiemaetn

Top Mentioned in G9:
@ivankatrump
@meidastouch
@amysandersonamy
@realdonaldtrump
@asharangappa_

Top Mentioned in G10:
@twitter
@jack
@reesusp
@realdonaldtrump
@erictrump
@meidastouch
@joebiden
@nikitakitty
@kamalaharris

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@bella623
@dpiloncita
@billm9
@bannerite
@backstorymom1
@cheezwitham
@muzikscribe
@ligayaloyola
@stockguy61

Top Tweeters in G1:
@bella623
@backstorymom1
@nahbabynah
@ajgma
@jcmarbury
@ant95four
@benjamin_shider
@tam_resist
@leahr77
@downatthepound

Top Tweeters in G2:
@ligayaloyola
@thehill
@kak089
@mayirmamay14
@purplegarter1
@geegeebythesea
@mjgarciakcmo
@kerirn
@jodotcom
@jentromans

Top Tweeters in G3:
@bmangh
@phillygirl1441
@mrkalman
@runpattirun
@impeachthenazi
@6nsinvt
@ferrariera
@emilialuxa
@p2cat
@erinsnider10

Top Tweeters in G4:
@s9tmt
@foggybottomgal
@greeeneyedwhwom
@minotauresse
@stevekoehler22
@missnikkiny
@skepmi
@granny_st
@multijo1
@gumboqueen3030

Top Tweeters in G5:
@billm9
@joannecangal
@akuma_river
@givemepie360
@b140tweet
@sylviaz1913
@mjohnso27
@smilan317
@aworldoutofmind
@rockyintx

Top Tweeters in G6:
@dpiloncita
@rcrockett
@mikereesem
@merlingyr
@jonathanjewel
@carolk47
@janeface15
@americanmom01
@sandykalano
@vainsovain

Top Tweeters in G7:
@bannerite
@muzikscribe
@willseattle
@darlene_edw
@gwydion620
@alaskarebel
@boris3324
@raypride
@skrbelly1
@espeoppenheimer

Top Tweeters in G8:
@marthalynneowe1
@teram323tere
@antarianrani
@sunnyblondie
@paladine
@cindyceemerson
@sydesjokes
@shell_loyd
@brianpiero
@caborradaileho1

Top Tweeters in G9:
@cblazblaz
@njdoc
@mvwinall
@zumikiss
@jjdebenedictis
@tassajarard
@drdind
@jeffreymeursing
@charlotteonder1
@howyofwi

Top Tweeters in G10:
@vetehugo
@hockeyfangirl12
@nikitakitty
@bmlewis2
@rodneyclaeys
@shareitarie10
@txsleuthusa
@zerohedge
@naughtywriter2
@npazderski