Ghislaine, Twitter, 8/6/2020 7:51:36 AM, 232005


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Ghislaine_2020-08-05_23-20-52.xlsx
Ghislaine_2020-08-05_23-20-52.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 06, 2020
Short Description:
Ghislaine via NodeXL https://bit.ly/3kp3lr1
@asharangappa_
@ananavarro
@realdonaldtrump
@markfry809
@ethefriend
@mary29718472
@johnjharwood
@meidastouch
@kirbysommers
@thomas1774paine

Top hashtags:
#redpill
#axiosonhbo
#holdtrumpaccountable
#epstein
#ghislainemaxwell

Description:
Description
The graph represents a network of 17,920 Twitter users whose recent tweets contained "Ghislaine", 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, 06 August 2020 at 07:18 UTC.

The tweets in the network were tweeted over the 19-hour, 59-minute period from Wednesday, 05 August 2020 at 10:21 UTC to Thursday, 06 August 2020 at 06:20 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 : 17920
Unique Edges : 23175
Edges With Duplicates : 2402
Total Edges : 25577
Number of Edge Types : 5
Replies to : 2675
Mentions : 2882
Retweet : 15216
MentionsInRetweet : 3390
Tweet : 1414
Self-Loops : 1479
Reciprocated Vertex Pair Ratio : 0.00302485642891587
Reciprocated Edge Ratio : 0.00603146853146853
Connected Components : 1163
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 15055
Maximum Edges in a Connected Component : 22689
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.859975
Graph Density : 7.12531789879856E-05
Modularity : 0.813868
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 17,920 Twitter users whose recent tweets contained "Ghislaine", 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, 06 August 2020 at 07:18 UTC.

The tweets in the network were tweeted over the 19-hour, 59-minute period from Wednesday, 05 August 2020 at 10:21 UTC to Thursday, 06 August 2020 at 06:20 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 : Ghislaine
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:
[2387] https://twitter.com/IvankaTrump/status/1290823891653480449
[391] https://nymag.com/intelligencer/2020/08/trump-interview-jonathan-swan-axios-charts-john-lewis-coronavirus.html
[243] https://truepundit.com/exclusive-jeffrey-epsteins-mentor-reveals-how-epstein-ghislaine-maxwell-made-illegal-millions-it-wasnt-by-trading-on-wall-street/
[237] https://www.miamiherald.com/news/state/florida/article244689497.html
[96] https://truepundit.com/lady-pimp-ghislaine-maxwell-fights-to-keep-nude-photos-and-sexualised-videos-secret-from-jury/
[74] https://www.vanityfair.com/style/2020/08/donald-trump-ghislaine-maxwell-axios-interview
[62] https://www.infobae.com/america/eeuu/2020/07/31/explosivos-documentos-ghislaine-maxwell-tuvo-orgias-continuas-con-menores-de-15-anos-en-la-isla-de-jeffrey-epstein/
[58] https://www.youtube.com/watch?v=sqXKsN7ZJ5M&feature=youtu.be

[57] https://twitter.com/GOPChairwoman/status/1290780811701231621
[56] https://www.politico.com/news/2020/08/04/trump-well-wishes-ghislaine-maxwell-391274

Top URLs in Tweet in G1:
[16] https://www.nytimes.com/2019/06/18/nyregion/central-park-five-trump.html
[3] https://twitter.com/RussInCheshire/status/1291042662200610817
[2] https://www.theguardian.com/us-news/2020/mar/14/teen-models-powerful-men-when-donald-trump-hosted-look-of-the-year?CMP=share_btn_tw
[1] https://twitter.com/darinp2/status/1290755182834278400?s=20
[1] https://twitter.com/darinp2/status/1290755182834278400
[1] https://twitter.com/MollyMcKew/status/1291118342103859200

Top URLs in Tweet in G2:
[2161] https://twitter.com/IvankaTrump/status/1290823891653480449
[4] https://www.palmbeachpost.com/opinion/20200802/point-of-view-remember-significance-of-eliminating-floridarsquos-statute-of-limitations-for-crimes-of-sexual-assault-against-children
[3] https://twitter.com/ivankatrump/status/1290823891653480449
[2] https://twitter.com/subtlebodhi/status/1290499775524028417
[1] https://twitter.com/GOPChairwoman/status/1290780811701231621
[1] https://www.npr.org/2020/07/31/896627505/judge-releases-trove-of-sealed-records-related-to-case-against-ghislaine-maxwell

Top URLs in Tweet in G3:
[24] https://twitter.com/IvankaTrump/status/1290823891653480449
[14] https://www.politico.com/news/2020/08/04/trump-well-wishes-ghislaine-maxwell-391274
[9] https://www.forbes.com/sites/lisettevoytko/2020/07/21/heres-every-time-donald-trump-and-ghislaine-maxwell-have-been-photographed-together/#471fca8183dd
[8] https://www.latimes.com/opinion/story/2020-07-24/jeffrey-epstein-ghislaine-maxwell-donald-trump
[8] https://www.youtube.com/watch?v=BlpH4hG7m1A

[7] https://www.cnn.com/2020/08/04/politics/donald-trump-ghislaine-maxwell-axios/index.html
[7] https://www.salon.com/2020/07/06/fox-news-edits-trump-out-of-photo-with-jeffrey-epstein-and-ghislaine-maxwell--but-not-melania/
[7] https://www.motherjones.com/politics/2016/08/donald-trump-model-management-illegal-immigration/
[6] https://www.businessinsider.com/trump-wishes-ghislaine-maxwell-well-doubts-epsteins-cause-of-death-2020-8
[5] https://www.vanityfair.com/style/2020/08/donald-trump-ghislaine-maxwell-axios-interview

Top URLs in Tweet in G4:
[35] https://rantt.com/qanon-overlooks-trumps-ties-to-epstein
[27] https://twitter.com/IvankaTrump/status/1290823891653480449
[9] https://www.cnbc.com/2020/08/04/ghislaine-maxwell-case-trump-suggests-jeffrey-epstein-was-killed.html?__source=sharebar|twitter&par=sharebar
[6] https://www.cbsnews.com/video/documents-detail-sex-abuse-allegations-against-ghislaine-maxwell-and-jeffrey-epstein/
[1] https://twitter.com/hillbeverlyhill/status/1291188281510690816
[1] https://www.washingtonpost.com/politics/before-president-trump-wished-ghislaine-maxwell-well-they-had-mingled-for-years-in-the-same-gilded-circles/2020/07/31/f8d3f56a-d02f-11ea-8c55-61e7fa5e82ab_story.html
[1] https://twitter.com/JoeBiden/status/1290757401243602944
[1] https://www.youtube.com/watch?v=sqXKsN7ZJ5M&feature=youtu.be

[1] https://www.axios.com/trump-ghislaine-maxwell-jeffrey-epstein-1b313a9d-13c0-45f6-8975-26de2e1559aa.html
[1] https://www.vanityfair.com/style/2020/08/donald-trump-ghislaine-maxwell-axios-interview

Top URLs in Tweet in G5:
[22] https://www.axios.com/full-axios-hbo-interview-donald-trump-cd5a67e1-6ba1-46c8-bb3d-8717ab9f3cc5.html
[17] https://twitter.com/IvankaTrump/status/1290823891653480449
[13] https://www.youtube.com/watch?v=zaaTZkqsaxY

[12] https://twitter.com/amoneyresists/status/1291081208508690433
[7] https://nymag.com/intelligencer/2020/08/trump-interview-jonathan-swan-axios-charts-john-lewis-coronavirus.html
[4] https://www.axios.com/trump-ghislaine-maxwell-jeffrey-epstein-1b313a9d-13c0-45f6-8975-26de2e1559aa.html?utm_source=tsc&utm_campaign=hboseason3c
[4] https://www.axios.com/trump-ghislaine-maxwell-jeffrey-epstein-1b313a9d-13c0-45f6-8975-26de2e1559aa.html
[3] https://amp.news.com.au/entertainment/tv/current-affairs/donald-trump-axios-interview-jonathan-swan-corners-us-president-on-coronavirus/news-story/cfb56dcb88bd369af2c7268bc64a1c40
[3] https://www.miamiherald.com/news/state/florida/article244689497.html
[3] https://twitter.com/JuddApatow/status/1290673285483511808

Top URLs in Tweet in G6:
[362] https://nymag.com/intelligencer/2020/08/trump-interview-jonathan-swan-axios-charts-john-lewis-coronavirus.html
[9] https://twitter.com/IvankaTrump/status/1290823891653480449
[8] https://sizzle.substack.com/p/does-ghislaine-maxwell-have-epstein?r=5inpn&utm_campaign=post&utm_medium=email&utm_source=twitter
[7] https://www.dailymail.co.uk/news/article-8596003/Ghislaine-Maxwell-friend-write-creepy-poem-Jeffrey-Epsteins-birthday.html?ito=social-twitter_dailymailus
[6] https://nypost.com/2020/07/31/ghislaine-maxwell-had-continuous-sex-with-young-girls-on-epstein-island/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[6] https://trib.al/sI7dI8e
[5] https://nypost.com/2020/07/31/maxwell-epstein-had-race-criteria-when-procuring-young-girls-accuser/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[5] https://www.dailymail.co.uk/femail/article-8595299/Ghislaine-Maxwell-wrote-song-Jeffrey-Epsteins-birthday-lyrics-schoolgirl-crushes.html?ito=social-twitter_dailymailus
[5] https://www.independent.co.uk/news/world/americas/jeffrey-epstein-ghislaine-maxwell-prince-andrew-new-york-helen-kirwan-taylor-a9651226.html
[4] https://www.dailymail.co.uk/news/article-7211377/Jeffrey-Epstein-court-files-unsealed-Allegations-sex-abuse-against-politicians-executives.html

Top URLs in Tweet in G7:
[9] https://truepundit.com/exclusive-jeffrey-epsteins-mentor-reveals-how-epstein-ghislaine-maxwell-made-illegal-millions-it-wasnt-by-trading-on-wall-street/
[6] https://twitter.com/IvankaTrump/status/1290823891653480449
[6] https://twitter.com/subtlebodhi/status/1290499775524028417
[5] https://www.hrtop100.nl/visies/podcasts-2020/617-ghislaine-aarts
[5] https://twitter.com/SubtleBodhi/status/1290499775524028417
[5] https://www.dailymail.co.uk/news/article-8596003/Ghislaine-Maxwell-friend-write-creepy-poem-Jeffrey-Epsteins-birthday.html
[4] https://www.cnn.com/2020/08/04/politics/donald-trump-ghislaine-maxwell-axios/index.html
[4] https://www.dailymail.co.uk/news/article-8581095/Jeffrey-Epstein-Ghislaine-Maxwell-told-victim-Virginia-Giuffre-not-recruit-black-girls.html
[4] https://www.vanityfair.com/style/2020/08/donald-trump-ghislaine-maxwell-axios-interview
[4] https://www.politico.com/news/2020/08/04/trump-well-wishes-ghislaine-maxwell-391274

Top URLs in Tweet in G8:
[24] https://twitter.com/axios/status/1290648181752107008
[21] https://www.pressreader.com/sri-lanka/sunday-times-sri-lanka/20200802/282866553188058
[19] https://nypost.com/2020/08/01/ghislaine-maxwells-lawyers-say-jeffrey-epstein-victim-cried-rape/
[18] https://www.thesun.co.uk/news/12284184/ghislaine-maxwell-secret-messages-prince-andrew-furnishing-young-women/
[15] https://twitter.com/RedPill78/status/1290301207848931330
[11] https://www.dailymail.co.uk/news/article-8589025/Jeffrey-Epsteins-kinks-exposed-Ghislaine-Maxwells-court-documents.html
[9] https://nypost.com/2020/07/08/ex-reddit-ceo-ellen-pao-knew-ghislaine-maxwell-allegations/
[7] https://www.dailymail.co.uk/news/article-8512103/Ghislaine-Maxwell-tapes-two-prominent-politicians-having-sex-minors.html?ito=amp_twitter_share-top
[6] https://boston.cbslocal.com/2020/08/04/jeffrey-epstein-ghislaine-maxwell-relentless-pursuit/
[6] https://www.docdroid.net/ChaZv8V/jeffrey-epstein39s-little-black-book-unredacted-pdf

Top URLs in Tweet in G9:
[21] https://twitter.com/IvankaTrump/status/1290823891653480449
[17] https://twitter.com/katpa73/status/1290728946229825538
[9] https://www.washingtonpost.com/politics/before-president-trump-wished-ghislaine-maxwell-well-they-had-mingled-for-years-in-the-same-gilded-circles/2020/07/31/f8d3f56a-d02f-11ea-8c55-61e7fa5e82ab_story.html
[4] https://www.businessinsider.com/trump-wishes-ghislaine-maxwell-well-doubts-epsteins-cause-of-death-2020-8
[4] https://twitter.com/GOPChairwoman/status/1290780811701231621
[3] https://nymag.com/intelligencer/2020/08/trump-interview-jonathan-swan-axios-charts-john-lewis-coronavirus.html
[2] https://www.politicususa.com/2020/08/04/trump-defends-well-wishes-for-ghislaine-maxwell.html
[2] https://twitter.com/mmpadellan/status/1290995050760097794
[1] https://twitter.com/ZevShalev/status/1280539531226333192
[1] https://www.palmerreport.com/analysis/ghislaine-maxwell-donald-trump-just-gave-something-away/31301/

Top URLs in Tweet in G10:
[46] https://twitter.com/IvankaTrump/status/1290823891653480449
[43] https://nytv.to/XJva7
[26] https://www.washingtonpost.com/opinions/2020/08/04/mark-meadows-isnt-saving-trump-hes-sabotaging-country/
[11] https://www.youtube.com/watch?v=7EFE5bgTSFY

[5] https://www.washingtonpost.com/nation/2020/08/04/trump-john-lewis-axios-swan/
[2] https://nymag.com/intelligencer/2020/08/trump-interview-jonathan-swan-axios-charts-john-lewis-coronavirus.html
[1] https://twitter.com/B52Malmet/status/1291084921566625793
[1] https://www.dailymail.co.uk/news/index.html
[1] https://www.vanityfair.com/style/2020/08/donald-trump-ghislaine-maxwell-axios-interview
[1] https://www.youtube.com/watch?v=sqXKsN7ZJ5M&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[3006] twitter.com
[395] nymag.com
[379] truepundit.com
[324] co.uk
[238] miamiherald.com
[193] youtube.com
[161] vanityfair.com
[104] nypost.com
[69] cnbc.com
[62] infobae.com

Top Domains in Tweet in G1:
[16] nytimes.com
[6] twitter.com
[2] theguardian.com

Top Domains in Tweet in G2:
[2167] twitter.com
[4] palmbeachpost.com
[1] npr.org

Top Domains in Tweet in G3:
[64] twitter.com
[16] forbes.com
[14] politico.com
[14] youtube.com
[8] vanityfair.com
[8] cnn.com
[8] foxnews.com
[8] latimes.com
[7] businessinsider.com
[7] salon.com

Top Domains in Tweet in G4:
[35] rantt.com
[29] twitter.com
[9] cnbc.com
[6] cbsnews.com
[1] washingtonpost.com
[1] youtube.com
[1] axios.com
[1] vanityfair.com

Top Domains in Tweet in G5:
[42] twitter.com
[30] axios.com
[13] youtube.com
[7] nymag.com
[3] cnbc.com
[3] com.au
[3] miamiherald.com
[3] deadstate.org
[2] aol.com
[2] cbsnews.com

Top Domains in Tweet in G6:
[362] nymag.com
[26] co.uk
[24] nypost.com
[15] twitter.com
[9] substack.com
[6] trib.al
[4] nytimes.com
[3] cnn.com
[2] mcclatchydc.com
[2] theguardian.com

Top Domains in Tweet in G7:
[103] twitter.com
[34] co.uk
[20] youtube.com
[10] truepundit.com
[7] cnn.com
[7] vanityfair.com
[5] rt.com
[5] hrtop100.nl
[5] yahoo.com
[5] theguardian.com

Top Domains in Tweet in G8:
[65] co.uk
[62] twitter.com
[32] nypost.com
[21] pressreader.com
[8] trib.al
[7] cbslocal.com
[7] youtube.com
[6] docdroid.net
[6] zerohedge.com
[6] mintpressnews.com

Top Domains in Tweet in G9:
[45] twitter.com
[9] washingtonpost.com
[4] businessinsider.com
[3] nymag.com
[2] politicususa.com
[1] palmerreport.com

Top Domains in Tweet in G10:
[47] twitter.com
[43] nytv.to
[31] washingtonpost.com
[12] youtube.com
[2] nymag.com
[1] co.uk
[1] vanityfair.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[299] redpill
[205] axiosonhbo
[123] holdtrumpaccountable
[96] epstein
[95] ghislainemaxwell
[54] trump
[49] trumprussia
[48] maxwell
[42] jeffreyepstein
[36] billclintonisapedo



Top Hashtags in Tweet in G1:
[2] trump
[2] briefing
[1] savethechildren
[1] voteblue

Top Hashtags in Tweet in G2:
[1] stillfeckless

Top Hashtags in Tweet in G3:
[14] axiosonhbo
[7] keepmaxwellalive
[6] epstein
[5] resist
[5] ghislainemaxwell
[5] sextrafficking
[4] foxnews
[4] trump
[4] constitutionovercoronavirus
[4] humantraffickinghotline

Top Hashtags in Tweet in G4:
[2] holdtrumpaccountable
[1] axiosonhbo

Top Hashtags in Tweet in G5:
[179] axiosonhbo
[74] holdtrumpaccountable
[13] pdxprotests
[13] pdx
[13] portlandprotests
[9] trumpislosing
[9] trump
[5] ghislainemaxwell
[3] epstein
[2] donsnextcon

Top Hashtags in Tweet in G6:
[47] trumprussia
[8] dems4usa
[8] onev1
[8] metoo
[8] epstein
[5] ghislainemaxwelldidntkillherself
[5] axiosonhbo
[3] fakenews
[3] newyorktimes
[3] billclinton

Top Hashtags in Tweet in G7:
[11] ghislainemaxwell
[5] smartnews
[5] epstein
[4] ghislaine
[4] pedoisland
[3] jeffreyepstein
[2] donaldtrump
[2] maxwell
[2] jeffrey
[2] axiosinterview

Top Hashtags in Tweet in G8:
[46] ghislainemaxwell
[37] epstein
[28] fakenews
[24] winning
[19] princeandrew
[15] maxwell
[11] ghislanemaxwell
[10] epsteinfiles
[10] hollywood
[10] epsteindidntkillhimself

Top Hashtags in Tweet in G9:
[7] fam46
[2] holdtrumpaccountable

Top Hashtags in Tweet in G10:
[11] gtcblue
[11] gtc2020
[1] holdtrumpaccountable

Top Words
Top Words in Tweet in Entire Graph:
[17779] ghislaine
[16871] maxwell
[11012] epstein
[9604] trump
[9047] well
[6522] crime
[4771] wish
[4464] jeffrey
[4136] wishes
[3735] trafficker

Top Words in Tweet in G1:
[5672] crime
[2947] trump
[2920] ghislaine
[2909] maxwell
[2869] guilty
[2855] sally
[2855] yates
[2852] found
[2846] well
[2842] never

Top Words in Tweet in G2:
[6489] epstein
[2259] ghislaine
[2256] maxwell
[2248] well
[2165] trafficker
[2165] jeffrey
[2164] human
[2163] girls
[2162] daddy
[2162] wishes

Top Words in Tweet in G3:
[1145] ghislaine
[886] maxwell
[798] realdonaldtrump
[541] well
[450] trump
[380] epstein
[379] ivankatrump
[207] wishes
[186] jeffrey
[181] girls

Top Words in Tweet in G4:
[955] trump
[921] maxwell
[919] ghislaine
[682] john
[682] lewis
[681] praised
[681] nothing
[681] good
[681] ll
[681] speak

Top Words in Tweet in G5:
[1067] well
[795] ghislaine
[779] maxwell
[715] trump
[681] wish
[453] epstein
[391] sex
[322] child
[270] trafficker
[216] people

Top Words in Tweet in G6:
[862] maxwell
[842] trump
[737] know
[732] arrested
[728] swan
[601] ghislaine
[391] child
[384] sex
[380] guilty
[372] trafficking

Top Words in Tweet in G7:
[511] ghislaine
[398] maxwell
[147] trump
[147] epstein
[89] jeffrey
[77] well
[65] sex
[36] trafficking
[33] child
[33] wishes

Top Words in Tweet in G8:
[404] ghislaine
[391] maxwell
[173] trump
[124] sex
[107] jeffrey
[104] epstein
[93] documents
[78] well
[76] child
[74] vrsvirginia

Top Words in Tweet in G9:
[557] ghislaine
[538] maxwell
[449] wishes
[417] best
[410] night
[409] wonder
[408] senatorcollins
[408] send
[408] marcorubio
[408] lisamurkowski

Top Words in Tweet in G10:
[651] sex
[536] ghislaine
[535] maxwell
[378] wishes
[339] best
[332] trafficking
[328] accused
[321] trafficker
[306] sorry
[306] same

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16007] ghislaine,maxwell
[4350] maxwell,well
[4287] jeffrey,epstein
[3352] wishes,ghislaine
[3300] wish,ghislaine
[3263] sally,yates
[3244] crime,century
[3236] committed,crime
[3227] found,guilty
[3226] interesting,trump

Top Word Pairs in Tweet in G1:
[2906] ghislaine,maxwell
[2855] sally,yates
[2839] wish,ghislaine
[2839] maxwell,well
[2836] interesting,trump
[2836] trump,willing
[2836] willing,conclude
[2836] conclude,sally
[2836] yates,committed
[2836] committed,crime

Top Word Pairs in Tweet in G2:
[2256] ghislaine,maxwell
[2165] jeffrey,epstein
[2163] human,trafficker
[2161] girl,please
[2161] please,daddy
[2161] daddy,cavorted
[2161] cavorted,sexual
[2161] sexual,predator
[2161] predator,human
[2161] trafficker,jeffrey

Top Word Pairs in Tweet in G3:
[862] ghislaine,maxwell
[302] ivankatrump,realdonaldtrump
[218] maxwell,well
[165] jeffrey,epstein
[123] wishes,ghislaine
[117] epstein,ghislaine
[83] wish,well
[80] child,sex
[80] gopchairwoman,realdonaldtrump
[76] sex,trafficker

Top Word Pairs in Tweet in G4:
[915] ghislaine,maxwell
[682] john,lewis
[681] trump,praised
[681] praised,ghislaine
[681] maxwell,nothing
[681] nothing,good
[681] good,john
[681] lewis,ll
[681] ll,speak
[681] speak,itself

Top Word Pairs in Tweet in G5:
[763] ghislaine,maxwell
[525] well,wish
[481] wish,well
[321] child,sex
[303] maxwell,well
[247] sex,trafficker
[185] jeffrey,epstein
[179] comments,wishing
[177] alleged,child
[175] trump,tells

Top Word Pairs in Tweet in G6:
[725] maxwell,arrested
[497] ghislaine,maxwell
[378] child,sex
[372] sex,trafficking
[369] arrested,allegations
[369] allegations,child
[363] don,know
[362] swan,ghislaine
[362] trafficking,trump
[362] trump,don

Top Word Pairs in Tweet in G7:
[376] ghislaine,maxwell
[73] jeffrey,epstein
[42] epstein,ghislaine
[28] maxwell,well
[23] child,sex
[20] sex,trafficker
[19] sex,trafficking
[19] wishes,ghislaine
[19] donald,trump
[19] ghislaine,maxwell's

Top Word Pairs in Tweet in G8:
[339] ghislaine,maxwell
[61] jeffrey,epstein
[45] bill,clinton
[42] child,sex
[42] ex,president
[40] sex,trafficking
[39] documents,claim
[39] maxwell,well
[38] victim,shaming
[36] court,documents

Top Word Pairs in Tweet in G9:
[535] ghislaine,maxwell
[429] wishes,ghislaine
[417] best,wishes
[408] wonder,senatorcollins
[408] senatorcollins,send
[408] send,best
[408] maxwell,marcorubio
[408] marcorubio,lisamurkowski
[408] lisamurkowski,really
[408] really,mystery

Top Word Pairs in Tweet in G10:
[531] ghislaine,maxwell
[339] best,wishes
[331] sex,trafficking
[307] sex,trafficker
[306] sorry,same
[306] same,guy
[306] guy,offered
[306] offered,best
[306] wishes,accused
[306] accused,sex

Top Replied-To
Top Replied-To in Entire Graph:
@ivankatrump
@realdonaldtrump
@mmpadellan
@gopchairwoman
@asharangappa_
@hillaryclinton
@lesleyabravanel
@michaelpendrak
@whitehouse
@fras99

Top Replied-To in G1:
@asharangappa_
@joshuapotash
@neal_katyal
@bill19300155
@devinnunes
@decemberjazz
@breitbartnews
@bywillpollock
@wakeupsh33p

Top Replied-To in G2:
@ananavarro
@travisallen02
@janncanaday
@ok_dumbass
@sonriaconmigo

Top Replied-To in G3:
@ivankatrump
@realdonaldtrump
@gopchairwoman
@lesleyabravanel
@whitehouse
@mattgaetz
@atrupar
@gop
@clh45
@kayleighmcenany

Top Replied-To in G4:
@sethabramson
@katbluking
@whattruth2
@accuratelyfixed
@delegatecox
@ingrahamangle
@annejones826

Top Replied-To in G5:
@daviddouglastv
@elistokols
@meidastouch
@mollyjongfast
@axios
@lisamightbeme
@kevinroose
@tomjchicago
@earningincome
@asharangappa_

Top Replied-To in G6:
@johnjharwood
@jkbjournalist
@mysterysolvent
@axios
@carolecadwalla
@sandibachom
@postkneejerk
@nypost
@tcbeier
@joanschulze

Top Replied-To in G8:
@artisticblower
@realdonaldtrump
@jebrittan2
@msnbc
@robreiner
@jamesdoleman
@katewilliamsme
@sam_a_stolt
@adosatlanta
@reallifestarman

Top Replied-To in G9:
@realjl33
@wewillprevail4u
@carlofiorletta
@hnhb22554210

Top Replied-To in G10:
@realdonaldtrump
@briantylercohen
@tonyposnanski
@mmpadellan

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@senatorcollins
@marcorubio
@lisamurkowski
@cofinkelstein
@vp
@jonathanvswan
@youtube
@billclinton
@vrsvirginia

Top Mentioned in G1:
@devincow
@lucy_osborne
@morgfair
@nunesalt
@breitbartnews

Top Mentioned in G2:
@ananavarro
@rhonda_harbison
@authorkimberley
@tmiwitw
@nickpjoseph

Top Mentioned in G3:
@realdonaldtrump
@ivankatrump
@whitehouse
@joebiden
@thejusticedept
@potus
@gtconway3d
@gop
@senatorcollins
@marcorubio

Top Mentioned in G4:
@ingrahamangle
@dineshdsouza
@mike_pence
@alexberenson
@kerpen
@billfoxla
@senatorloeffler
@foxnews
@conniesuverkrup
@loveusa2018

Top Mentioned in G5:
@jonathanvswan
@axios
@sallyqyates
@realdonaldtrump
@hbo
@jessedamiani
@rvat2020
@vetsforrl
@senatorcollins
@marcorubio

Top Mentioned in G6:
@nypost
@thesizzlereport
@realdonaldtrump
@axios
@gatesanti
@roarquette
@johnjharwood
@gtconway3d
@jojochildress1
@mmcauliff

Top Mentioned in G7:
@elimparcialcom

Top Mentioned in G8:
@vrsvirginia
@cnn
@realdonaldtrump
@mailonline
@foxnews
@rupertmurdoch
@icecube
@victoriassecret
@maralago
@nytimes

Top Mentioned in G9:
@senatorcollins
@marcorubio
@lisamurkowski
@mwalk113
@realjl33
@kwikwarren
@hkrassenstein
@jonresist2020
@realdonaldtrump

Top Mentioned in G10:
@gtcblue
@senatorcollins
@marcorubio
@lisamurkowski
@youtube
@billycorben
@pattyarquette
@rondesantisfl
@tonyposnanski

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@pulpnews
@missb62
@tomthunkitsmind
@barntiques859
@dolartoday
@dichristine
@chris_1791
@s9tmt
@commonpatriot

Top Tweeters in G1:
@dichristine
@givemepie360
@vedehimajumdar
@teram323tere
@morgfair
@mapocoloco
@jrbkjrbk
@sylviaz1913
@phillygirl1441
@roripierpont1

Top Tweeters in G2:
@barntiques859
@ez4u2say_janis
@bannerite
@politicalbee
@sar_oso
@rhonda_harbison
@vi44
@njdoc
@gwydion620
@russmove

Top Tweeters in G3:
@monicasloves
@grandpooba5440
@rhiles2760
@marthalynneowe1
@ecclesias
@business
@mjgranger1
@jorge_c_ny
@fwdcrocblu
@trumpgot2go

Top Tweeters in G4:
@s9tmt
@dancas2
@lisakbromley
@awelab1956
@actdontreact
@antipandemonium
@jocowboys87
@trumpwatchnews
@pushandpulljlm
@anoldlefty

Top Tweeters in G5:
@missb62
@mog7546
@cberrl
@rodneyclaeys
@murfad
@evcoc54
@tbell1968
@raphaelha67
@dunnclan
@rleas

Top Tweeters in G6:
@akuma_river
@pamcurtis4210
@frlarousse2
@c_coolidge
@mymimisthebest
@dbchirpy
@_reaalamerican_
@americanmom01
@jasminlucci
@denniscardiff

Top Tweeters in G7:
@pulpnews
@jenkers_en
@nicanws
@indie_brew
@saveaslave
@ussanews
@jefflee2020
@adudefromnowere
@persiankittenz
@elimparcialcom

Top Tweeters in G8:
@joni_looking
@jetrotter
@huffpost
@sandoly
@foxnews
@bjcrochet
@nytimes
@ranman09
@wernerkeil
@washingtonpost

Top Tweeters in G9:
@sudeepkhatri
@nancypeggy
@sueglashauser
@safetypindaily
@teddyshouse2ii
@summer7570
@leslielee327
@empnew
@robert_hove
@demgirl50

Top Tweeters in G10:
@argojournal
@kenkircher1
@katcapps
@patta47cake
@jcr914
@politeperson123
@udnspeak4me
@squirrel1110
@rosiem1919
@thomasjankow