David Hogg, Twitter, 4/12/2021 1:33:10 AM, 252640
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David Hogg_2021-04-11_17-54-58.xlsx
David Hogg_2021-04-11_17-54-58.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 12, 2021
Short Description:
David Hogg via NodeXL https://bit.ly/3fYZLE5
@davidmweissman
@jackposobiec
@timrunshismouth
@mmpadellan
@raleighbowman
@redsteeze
@davidhogg111
@actbrigitte
@acnewsitics
@patrici25856364

Top hashtags:
#gunreformnow
#istandwithdavid
#fresh
#guncontrol
#mypillow

Description:
Description
The graph represents a network of 12,830 Twitter users whose recent tweets contained "David Hogg", 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 Monday, 12 April 2021 at 01:19 UTC.

The tweets in the network were tweeted over the 8-hour, 23-minute period from Sunday, 11 April 2021 at 16:31 UTC to Monday, 12 April 2021 at 00:54 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 : 12830
Unique Edges : 18053
Edges With Duplicates : 1475
Total Edges : 19528
Number of Edge Types : 5
Tweet : 824
Retweet : 16749
Replies to : 657
MentionsInRetweet : 821
Mentions : 477
Self-Loops : 855
Reciprocated Vertex Pair Ratio : 0.000723226703755216
Reciprocated Edge Ratio : 0.00144540804981099
Connected Components : 541
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 12052
Maximum Edges in a Connected Component : 18751
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.184616
Graph Density : 0.000109285719883834
Modularity : 0.666317
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,830 Twitter users whose recent tweets contained "David Hogg", 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 Monday, 12 April 2021 at 01:19 UTC.

The tweets in the network were tweeted over the 8-hour, 23-minute period from Sunday, 11 April 2021 at 16:31 UTC to Monday, 12 April 2021 at 00:54 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 : David Hogg
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:
[385] https://mypillow.com/
[167] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[158] https://twitter.com/redsteeze/status/1381115862967480320
[122] https://www.dailywire.com/news/david-hogg-quits-progressive-mypillow-competitor-two-months-after-launch?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[102] https://beckernews.com/david-hogg-gives-up-pillow-fight-with-mike-lindell-in-humiliating-fashion-38461/
[100] https://justthenews.com/nation/culture/david-hogg-steps-aside-effort-launch-left-leaning-competitor-mike-lindells-mypillow
[57] https://twitter.com/davidhogg111/status/1381004084166148104
[56] https://dailycaller.com/2021/04/11/david-hogg-william-legate-good-pillow-mypillow-mike-lindell/
[55] https://www.theblaze.com/news/david-hogg-pillow-twitter-reactions
[48] https://redstate.com/nick-arama/2021/04/11/david-hogg-quits-the-pillow-fight-with-mike-lindell-shows-progressives-cant-hack-it-n358898

Top URLs in Tweet in G1:
[124] https://twitter.com/redsteeze/status/1381115862967480320
[20] https://www.newsweek.com/marjorie-taylor-greene-slams-anti-trump-republican-consultants-calls-them-poison-party-1582381
[10] https://twitter.com/davidhogg111/status/1381004079023992837
[4] https://twitter.com/davidmweissman/status/1381265803350306817
[3] https://www.newsweek.com/trump-attorney-trademarked-good-pillow-before-david-hogg-william-legate-1582718
[2] https://www.snopes.com/fact-check/david-hogg-on-campus-rumor-hoax/
[2] https://www.factcheck.org/2018/04/david-hogg-at-school-during-parkland-shooting/
[2] https://twitter.com/serena_patriot/status/1381254974060032002
[2] https://twitter.com/freedlander/status/1380314413924814855
[2] https://www.businessinsider.com/david-hogg-resigns-from-good-pillow-a-mypillow-competitor-2021-4

Top URLs in Tweet in G2:
[7] https://twitter.com/redsteeze/status/1381115862967480320
[6] https://twitter.com/davidmweissman/status/1381265803350306817
[4] https://twitter.com/BraveAmerican24/status/1381242195366322177
[3] https://twitter.com/ErosClaudius/status/1381235010779369474
[2] http://ActBlue.org
[2] https://www.politifact.com/factchecks/2018/mar/27/blog-posting/david-hogg-not-school-during-shooting-s-fake-news/
[2] https://twitter.com/davidhogg111/status/1380123845714186240
[1] https://twitter.com/RaleighBowman/status/1381288368005386243
[1] https://twitter.com/politico/status/1354610343516008452
[1] https://nypost.com/2021/04/10/inside-blm-co-founder-patrisse-khan-cullors-real-estate-buying-binge/

Top URLs in Tweet in G3:
[187] https://mypillow.com/
[105] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[67] https://justthenews.com/nation/culture/david-hogg-steps-aside-effort-launch-left-leaning-competitor-mike-lindells-mypillow
[33] https://twitchy.com/samj-3930/2021/04/11/lmfao-hogg-takes-the-l-david-hoggs-mea-culpa-thread-on-his-quitting-the-progressive-pillow-biz-accidentally-hilarious/
[20] https://www.breitbart.com/2nd-amendment/2021/04/11/david-hogg-leaves-pillow-company-he-launched-compete-mike-lindell/?utm_source=facebook&utm_medium=social&fbclid=IwAR3usjfwKFo76rDBqoSFJOetLMhWHMkOKK0kgOkl-M_VtDSmYI3Cb6IpfUw
[15] https://twitchy.com/samj-3930/2021/04/11/the-wait-is-over-lol-david-hoggs-old-tweet-using-his-failed-good-pillow-to-trash-talk-ben-shapiro-bites-him-in-the-as-spectacularly/
[14] https://www.waynedupree.com/2021/04/david-hogg-vaccination-photo/
[8] https://www.breitbart.com/2nd-amendment/2021/04/11/david-hogg-leaves-pillow-company-he-launched-compete-mike-lindell/
[5] https://twitter.com/davidhogg111/status/1381004076205420549
[4] https://brigittegabriel.com/news/david-hogg-bails-on-pillow-company-he-co-founded-to-compete-with-mike-lindell

Top URLs in Tweet in G4:
[67] https://beckernews.com/david-hogg-gives-up-pillow-fight-with-mike-lindell-in-humiliating-fashion-38461/
[43] https://mypillow.com/
[26] https://brigittegabriel.com/news/david-hogg-bails-on-pillow-company-he-co-founded-to-compete-with-mike-lindell
[24] https://www.nickadamsusa.com/news/david-hogg-leaves-pillow-company-he-co-founded-to-compete-with-mike-lindells-mypillow
[13] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[12] https://news.yahoo.com/david-hogg-steps-back-company-144818822.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[6] https://pjmedia.com/news-and-politics/matt-margolis/2021/04/11/david-hogg-says-goodbye-to-the-pillow-company-he-tried-to-create-n1439007
[6] https://www.dailywire.com/news/david-hogg-quits-progressive-mypillow-competitor-two-months-after-launch?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[3] https://justthenews.com/nation/culture/david-hogg-steps-aside-effort-launch-left-leaning-competitor-mike-lindells-mypillow
[3] https://trendingpolitics.com/david-hogg-gives-up-pillow-fight-with-mike-lindell-in-humiliating-fashion-knab/#.YHOEj9QFl_U.twitter

Top URLs in Tweet in G5:
[25] https://www.theblaze.com/news/david-hogg-pillow-twitter-reactions
[16] https://mypillow.com/
[14] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[12] https://beckernews.com/david-hogg-gives-up-pillow-fight-with-mike-lindell-in-humiliating-fashion-38461/
[4] https://www.snopes.com/fact-check/david-hogg-on-campus-rumor-hoax/
[2] https://brigittegabriel.com/news/david-hogg-bails-on-pillow-company-he-co-founded-to-compete-with-mike-lindell
[2] https://twitter.com/PaolaQP1231/status/1381204808137375745
[2] https://twitchy.com/samj-3930/2021/04/11/the-wait-is-over-lol-david-hoggs-old-tweet-using-his-failed-good-pillow-to-trash-talk-ben-shapiro-bites-him-in-the-as-spectacularly/
[2] https://www.dailywire.com/news/david-hogg-quits-progressive-mypillow-competitor-two-months-after-launch?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[2] https://twitter.com/lsferguson/status/1244977480575918081

Top URLs in Tweet in G6:
[8] https://twitter.com/redsteeze/status/1381115862967480320
[2] https://www.dailymail.co.uk/news/article-5596141/Clarence-Thomas-wife-attacked-Parkland-students-Facebook-post-compared-gun-control-Holocaust.html
[1] https://www.newsweek.com/trump-attorney-trademarked-good-pillow-before-david-hogg-william-legate-1582718
[1] https://www.newsweek.com/marjorie-taylor-greene-slams-anti-trump-republican-consultants-calls-them-poison-party-1582381
[1] https://www.newsweek.com/david-hogg-quits-good-pillow-rival-mike-lindell-mypillow-1582701
[1] https://twitter.com/jackposobiec/status/1381261723055886337
[1] https://twitter.com/actbrigitte/status/1381252020733145095

Top URLs in Tweet in G7:
[6] https://twitter.com/redsteeze/status/1381115862967480320
[3] https://twitter.com/raleighbowman/status/1381288368005386243
[1] https://www.newsweek.com/marjorie-taylor-greene-slams-anti-trump-republican-consultants-calls-them-poison-party-1582381
[1] https://jamesfetzer.org/2018/11/dr-eowyn-parkland-anomalies-david-hogg-was-at-home-during-school-shooting-interviewed-girl-before-shooting/
[1] https://mypillow.com/
[1] https://www.businessinsider.com/david-hogg-resigns-from-good-pillow-a-mypillow-competitor-2021-4
[1] https://twitter.com/davidmweissman/status/1381265803350306817
[1] https://www.youtube.com/watch?v=EinxT8Xc8LE&feature=youtu.be


Top URLs in Tweet in G8:
[25] https://justthenews.com/nation/culture/david-hogg-steps-aside-effort-launch-left-leaning-competitor-mike-lindells-mypillow
[19] https://nypost.com/2021/04/11/david-hogg-drops-pillow-venture-to-return-to-activism/
[16] https://www.theepochtimes.com/david-hogg-leaves-pillow-company-he-started-to-compete-with-mike-lindells-mypillow_3771193.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[11] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[6] https://www.newsweek.com/david-hogg-quits-good-pillow-rival-mike-lindell-mypillow-1582701
[5] https://mypillow.com/
[4] https://www.theblaze.com/news/david-hogg-pillow-twitter-reactions
[4] https://twitter.com/davidhogg111/status/1380984551045005313
[4] https://twitter.com/davidhogg111/status/1359167213895372804
[4] https://twitter.com/redsteeze/status/1381115862967480320

Top URLs in Tweet in G9:
[11] https://mypillow.com/
[5] https://twitter.com/mdh9876/status/1381283041654366217
[4] https://www.msn.com/en-us/news/technology/trump-supporting-attorney-says-he-trademarked-good-pillow-before-david-hogg-william-legate/ar-BB1fxrYv
[4] https://beckernews.com/david-hogg-gives-up-pillow-fight-with-mike-lindell-in-humiliating-fashion-38461/
[3] https://thepostmillennial.com/david-hogg-abandons-pillow-company-two-months-after
[2] https://redstate.com/nick-arama/2021/04/11/david-hogg-quits-the-pillow-fight-with-mike-lindell-shows-progressives-cant-hack-it-n358898
[2] https://www.factcheck.org/2018/04/david-hogg-at-school-during-parkland-shooting/
[2] https://twitchy.com/samj-3930/2021/04/11/the-wait-is-over-lol-david-hoggs-old-tweet-using-his-failed-good-pillow-to-trash-talk-ben-shapiro-bites-him-in-the-as-spectacularly/
[1] https://www.newsweek.com/david-hogg-quits-good-pillow-rival-mike-lindell-mypillow-1582701?amp=1&__twitter_impression=true
[1] https://twitter.com/bidenls/status/1381092781175754753

Top URLs in Tweet in G10:
[19] https://www.theblaze.com/news/david-hogg-pillow-twitter-reactions
[15] https://www.newsweek.com/david-hogg-quits-good-pillow-rival-mike-lindell-mypillow-1582701
[10] https://www.newsweek.com/trump-attorney-trademarked-good-pillow-before-david-hogg-william-legate-1582718
[10] https://www.businessinsider.com/david-hogg-resigns-from-good-pillow-a-mypillow-competitor-2021-4
[9] https://www.breitbart.com/2nd-amendment/2021/04/11/david-hogg-leaves-pillow-company-he-launched-compete-mike-lindell/
[7] https://redstate.com/nick-arama/2021/04/11/david-hogg-quits-the-pillow-fight-with-mike-lindell-shows-progressives-cant-hack-it-n358898
[7] https://pjmedia.com/news-and-politics/matt-margolis/2021/04/11/david-hogg-says-goodbye-to-the-pillow-company-he-tried-to-create-n1439007
[6] https://www.dailywire.com/news/david-hogg-quits-progressive-mypillow-competitor-two-months-after-launch
[5] https://twitter.com/davidhogg111/status/1381004076205420549
[4] https://www.yahoo.com/news/david-hogg-steps-back-company-144818822.html

Top Domains
Top Domains in Tweet in Entire Graph:
[477] twitter.com
[385] mypillow.com
[170] thepostmillennial.com
[144] dailywire.com
[102] beckernews.com
[100] justthenews.com
[75] newsweek.com
[60] theblaze.com
[58] dailycaller.com
[57] twitchy.com

Top Domains in Tweet in G1:
[149] twitter.com
[23] newsweek.com
[3] youtube.com
[2] snopes.com
[2] factcheck.org
[2] businessinsider.com
[1] theblaze.com
[1] mypillow.com
[1] beckernews.com
[1] redstate.com

Top Domains in Tweet in G2:
[24] twitter.com
[2] actblue.org
[2] politifact.com
[1] nypost.com
[1] newsweek.com

Top Domains in Tweet in G3:
[187] mypillow.com
[105] thepostmillennial.com
[67] justthenews.com
[48] twitchy.com
[30] breitbart.com
[14] waynedupree.com
[10] twitter.com
[4] brigittegabriel.com
[4] washingtonexaminer.com
[3] nickadamsusa.com

Top Domains in Tweet in G4:
[67] beckernews.com
[43] mypillow.com
[26] brigittegabriel.com
[24] nickadamsusa.com
[17] yahoo.com
[13] thepostmillennial.com
[7] twitter.com
[6] pjmedia.com
[6] youtube.com
[6] dailywire.com

Top Domains in Tweet in G5:
[25] theblaze.com
[16] mypillow.com
[14] thepostmillennial.com
[12] beckernews.com
[10] twitter.com
[4] snopes.com
[2] brigittegabriel.com
[2] twitchy.com
[2] dailywire.com
[1] dailycaller.com

Top Domains in Tweet in G6:
[10] twitter.com
[3] newsweek.com
[2] co.uk

Top Domains in Tweet in G7:
[10] twitter.com
[1] newsweek.com
[1] jamesfetzer.org
[1] mypillow.com
[1] businessinsider.com
[1] youtube.com

Top Domains in Tweet in G8:
[25] justthenews.com
[21] twitter.com
[19] nypost.com
[16] theepochtimes.com
[11] thepostmillennial.com
[7] newsweek.com
[5] trib.al
[5] dailywire.com
[5] mypillow.com
[4] theblaze.com

Top Domains in Tweet in G9:
[12] twitter.com
[11] mypillow.com
[4] msn.com
[4] beckernews.com
[3] twitchy.com
[3] thepostmillennial.com
[2] newsweek.com
[2] redstate.com
[2] factcheck.org
[2] google.com

Top Domains in Tweet in G10:
[53] twitter.com
[25] newsweek.com
[24] theblaze.com
[13] breitbart.com
[11] trendingpolitics.com
[11] businessinsider.com
[10] dailywire.com
[10] pjmedia.com
[7] yahoo.com
[7] redstate.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[772] gunreformnow
[108] istandwithdavid
[57] fresh
[39] guncontrol
[28] mypillow
[25] voteblue22
[25] voteblue2022
[25] gqp
[25] wtpblue
[25] demcast



Top Hashtags in Tweet in G1:
[107] gunreformnow
[43] fresh
[20] ganggreene
[15] sundayvibes
[12] goodpillow
[11] istandwithdavid
[5] nationalpetday
[4] meinpillow
[4] thenevers
[4] maga

Top Hashtags in Tweet in G2:
[3] fresh
[3] gunreformnow
[2] guncontrolnow
[1] riseup
[1] blm
[1] ganggreene

Top Hashtags in Tweet in G3:
[6] goodpillow
[3] greenjobs
[3] 2a
[2] sarcasm
[1] buffoon
[1] sundayvibes

Top Hashtags in Tweet in G4:
[2] greenjobs
[2] pillowfight
[2] sundaythoughts
[1] sundaymotivation
[1] thenevers
[1] davidhogg

Top Hashtags in Tweet in G5:
[2] novssf
[2] dnciscorrupt
[1] athome
[1] guncontrol
[1] qanon
[1] davidhogg
[1] floridaschoolshooting
[1] marjorystonemandouglashighschool
[1] nikolascruz

Top Hashtags in Tweet in G6:
[7] gunreformnow
[3] fresh
[2] istandwithdavid
[1] ganggreene
[1] davidhogg
[1] quits
[1] goodpillow
[1] project
[1] voteblue22
[1] voteblue2022

Top Hashtags in Tweet in G7:
[2] fresh
[2] gunreformnow
[2] istandwithdavid
[1] gunsafety
[1] ganggreene

Top Hashtags in Tweet in G8:
[542] gunreformnow
[35] guncontrol
[18] mypillow
[16] mikelindell
[8] gunsafety
[8] justthenews
[4] fresh
[3] floridaschoolshooting
[2] istandwithdavid
[2] politics

Top Hashtags in Tweet in G9:
[3] gunreformnow
[1] sundayvibes
[1] goodpillow
[1] ganggreene
[1] fresh

Top Hashtags in Tweet in G10:
[8] mypillow
[8] davidhogg
[5] mikelindell
[4] makethebatfleckmovie
[3] nationalpetday
[3] totmun
[2] sundayvibes
[2] 28thspringwithsehun
[2] oursunshinesunwooday
[2] sundaymorning

Top Words
Top Words in Tweet in Entire Graph:
[19123] david
[17834] hogg
[4085] gun
[3323] pillow
[3001] hate
[2979] people
[2846] everyone
[2805] school
[2722] stand
[2703] survivor

Top Words in Tweet in G1:
[3286] david
[3176] hogg
[1547] people
[1421] republicans
[1315] hate
[1246] gun
[1017] school
[1013] survivor
[977] sick
[864] fucking

Top Words in Tweet in G2:
[1769] david
[1764] hogg
[845] hate
[801] gun
[786] survivors
[772] parkland
[755] stand
[745] safety
[724] speaks
[724] need

Top Words in Tweet in G3:
[1603] hogg
[1575] david
[1030] mypillow
[842] everyone
[841] buy
[777] today
[776] honor
[554] pillow
[228] company
[176] competitor

Top Words in Tweet in G4:
[1773] hogg
[1769] david
[959] mike
[936] lindell
[797] pillow
[568] fight
[562] lost
[368] today
[275] company
[252] mypillow

Top Words in Tweet in G5:
[1547] david
[1543] hogg
[1063] classmates
[1062] rich
[1057] famous
[1057] deaths
[1056] capitalizing
[177] everyone
[167] mypillow
[167] today

Top Words in Tweet in G6:
[1602] david
[1595] hogg
[1211] survivor
[1193] know
[1172] school
[1155] attack
[1126] maybe
[1116] right
[1103] go
[1092] massacre

Top Words in Tweet in G7:
[2190] david
[1259] hogg
[1038] gun
[1026] stand
[936] victims
[936] violence
[930] hey
[929] back
[929] retweet
[120] hate

Top Words in Tweet in G8:
[1420] david
[1332] hogg
[702] davidhogg111
[622] people
[601] back
[581] america
[571] good
[553] better
[551] thank
[548] more

Top Words in Tweet in G9:
[658] david
[652] hogg
[415] classmates
[370] pile
[367] fame
[361] standing
[361] bodies
[361] deserves
[361] better
[360] received

Top Words in Tweet in G10:
[390] david
[389] hogg
[193] pillow
[112] company
[105] mike
[94] lindell
[55] quits
[54] mypillow
[49] compete
[39] progressive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17699] david,hogg
[2641] stand,david
[2043] mike,lindell
[1621] massacre,survivor
[1611] survivor,david
[1553] gun,violence
[1537] attack,school
[1537] hogg,go
[1536] school,massacre
[1535] happy,sunday

Top Word Pairs in Tweet in G1:
[3174] david,hogg
[722] school,shooting
[693] watched,friends
[693] friends,die
[692] survivor,school
[692] sick,people
[690] hogg,survivor
[690] shooting,watched
[690] die,republicans
[690] republicans,hate

Top Word Pairs in Tweet in G2:
[1763] david,hogg
[752] stand,david
[742] gun,safety
[741] parkland,survivors
[738] hogg,parkland
[724] hogg,speaks
[723] assault,weapons
[721] hate,towards
[721] towards,david
[720] fact,much

Top Word Pairs in Tweet in G3:
[1565] david,hogg
[841] everyone,buy
[841] buy,mypillow
[772] honor,david
[771] mypillow,today
[771] today,honor
[216] pillow,company
[119] mike,lindell
[111] two,months
[108] mypillow,competitor

Top Word Pairs in Tweet in G4:
[1768] david,hogg
[933] mike,lindell
[568] pillow,fight
[561] lost,pillow
[560] hogg,lost
[543] fight,mike
[167] today,david
[167] hogg,learned
[167] learned,takes
[167] takes,actual

Top Word Pairs in Tweet in G5:
[1543] david,hogg
[1059] hogg,rich
[1056] rich,famous
[1056] famous,capitalizing
[1056] capitalizing,deaths
[1056] deaths,classmates
[140] everyone,buy
[140] buy,mypillow
[138] mypillow,today
[138] today,honor

Top Word Pairs in Tweet in G6:
[1594] david,hogg
[1122] survivor,david
[1092] massacre,survivor
[1088] happy,sunday
[1088] sunday,everyone
[1088] everyone,except
[1088] except,pathetic
[1088] pathetic,losers
[1088] losers,right
[1088] right,attack

Top Word Pairs in Tweet in G7:
[1259] david,hogg
[1026] stand,david
[936] gun,violence
[932] victims,gun
[930] hey,david
[929] hogg,back
[929] back,retweet
[929] retweet,stand
[929] david,victims
[86] hogg,parkland

Top Word Pairs in Tweet in G8:
[1324] david,hogg
[542] thank,davidhogg111
[536] america,needs
[534] needs,more
[534] more,good
[534] good,people
[534] people,david
[534] hogg,whether
[534] whether,fighting
[534] fighting,#gunreformnow

Top Word Pairs in Tweet in G9:
[648] david,hogg
[361] standing,pile
[361] pile,bodies
[360] fame,received
[360] received,standing
[360] bodies,classmates
[356] hogg,leveraged
[356] leveraged,fame
[356] classmates,spin
[356] spin,financial

Top Word Pairs in Tweet in G10:
[370] david,hogg
[87] mike,lindell
[80] pillow,company
[51] hogg,quits
[40] compete,mike
[30] quits,progressive
[28] pillow,fight
[28] progressive,pillow
[27] founded,compete
[26] company,founded

Top Replied-To
Top Replied-To in Entire Graph:
@davidhogg111
@redsteeze
@davidmweissman
@mmpadellan
@jackposobiec
@unscriptedmike
@actbrigitte
@grantstern
@seankleier
@timrunshismouth

Top Replied-To in G1:
@unscriptedmike
@immissadorable
@erosclaudius
@acnewsitics
@tonyposnanski
@braveamerican24
@darlingebony
@orangepeel18
@roarquette
@timrunshismouth

Top Replied-To in G2:
@davidmweissman
@thewolfresists
@guardian_prinny
@bluecheese695
@lilyeploski

Top Replied-To in G3:
@jackposobiec
@byyourlogic
@realomarnavarro
@realminiaoc
@themorningspew2
@othagreat
@budas_ego
@davidmweissman
@anwe79020545
@tsedal

Top Replied-To in G4:
@actbrigitte
@disclosetv
@langmanvince
@jackposobiec
@kylenabecker
@aipchristina
@davidhogg111
@spellchecker1mm
@darefscottgrady
@davidmweissman

Top Replied-To in G5:
@timrunshismouth
@anthony93180
@davidmweissman
@kimberl93935319
@talesofdikembe
@h1bh4visaender
@goovertoparler
@li_cents
@mharvbig
@bdavidsonlamb

Top Replied-To in G6:
@mmpadellan
@acnewsitics
@bellcj23
@davidmweissman
@rolffuncycleiii
@amer_juntado
@officialkappy
@schloemerz
@woody35771540
@plurika

Top Replied-To in G7:
@raleighbowman
@davidmweissman
@gr8fulchik2
@actbrigitte
@truthisaperson
@gingerbmamma
@sci_fiislife
@unscriptedmike
@swoozyqyah
@claudetteggibs1

Top Replied-To in G8:
@davidhogg111
@grantstern
@williamlegate
@jeffmcnamara777
@s_hogg
@jackposobiec
@epochtimes
@mandyspears89
@davidmweissman
@jonchorba

Top Replied-To in G9:
@redsteeze
@kathyfish
@sunnymabrey
@daphnet57763104
@cherylclark4646
@johnnyleggs32
@blykmyk44
@mune_xc
@pharmasean
@theepill

Top Mentioned
Top Mentioned in Entire Graph:
@davidhogg111
@redsteeze
@joebiden
@maxnordau
@yahoo
@twitchyteam
@amarch4ourlives
@nypost
@breitbartnews
@timrunshismouth

Top Mentioned in G1:
@davidhogg111
@acnewsitics
@joebiden
@gop
@nuvector
@svalencia4701
@drakewinggaming
@braveamerican24
@potus
@spockresists

Top Mentioned in G2:
@davidhogg111
@beinggerric
@davidmweissman
@gingermermaid1
@macgal
@phoffjr

Top Mentioned in G3:
@twitchyteam
@breitbartnews
@jackposobiec
@joebiden
@davidhogg111
@badendave
@drclaytonforre1
@atensnut
@realdailywire
@freeradicalsorg

Top Mentioned in G4:
@yahoo
@youtube
@joebiden
@actbrigitte
@eric_halliday
@crystal__monroe
@disclosetv
@freedomoutpost

Top Mentioned in G5:
@timrunshismouth
@parisashley
@robertproehm
@astra_ebonwing
@theblaze
@therealmetrick
@ajf5150
@davidhogg111
@aoc

Top Mentioned in G6:
@amarch4ourlives
@mmpadellan
@davidhogg111
@amer_juntado
@williamlegate
@macedonian069
@erosclaudius
@bellcj23

Top Mentioned in G7:
@davidhogg111
@raleighbowman
@j_schiavo
@davidmweissman

Top Mentioned in G8:
@davidhogg111
@maxnordau
@alexnitzberg
@goodpillowco
@harvard
@williamlegate
@amerita
@yesthatdigs

Top Mentioned in G9:
@redsteeze
@davidhogg111
@9_tellthetruth
@apayton_09
@hlbrookswrites
@kylekashuv
@blykmyk44
@pav4njuna
@raeuvlite
@bostonmaggie

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@chris_1791
@souljahsingh
@phildecarolis
@britpoptarts
@manmet80
@bannerite
@myplace4u
@debilu2
@debrammason1

Top Tweeters in G1:
@britpoptarts
@kenkircher1
@truthglow
@stockguy61
@marthalynneowe1
@politicalbee
@foggybottomgal
@79topper
@theresamax
@liverpotlian

Top Tweeters in G2:
@manmet80
@debilu2
@pollsstar
@ecclesias
@teram323tere
@greeeneyedwhwom
@88seattle61
@gwydion620
@jrbkjrbk
@mdjacksondallas

Top Tweeters in G3:
@chris_1791
@souljahsingh
@myplace4u
@patriotmarie
@pitoloco2021
@blisstabitha
@saveaslave
@calling12001
@michaelbarger1
@concernedhigh

Top Tweeters in G4:
@wardj15
@pauloparmm
@diymikes
@1catherinesiena
@franceafrik
@rickysi16087724
@ladyredwave
@k1erry
@ingodidotrust
@dianachic1

Top Tweeters in G5:
@debrammason1
@starcoreone02
@z_chrissie
@simplify77
@norvilgirl
@socaledgygal
@tevet
@abbavitch
@mckinleyfr
@defacedwallop

Top Tweeters in G6:
@dichristine
@gpwriter
@trump_enemy
@b140tweet
@jcmarbury
@mms5048
@zentaoprincess
@marykeithbare1
@summer7570
@dbble5

Top Tweeters in G7:
@rcrockett
@princessbravato
@reneevoicebrand
@sylviaz1913
@briangrnotabot
@beckyrae12345
@carriesweet2017
@dc4hope
@dian_simplethin
@wcsek

Top Tweeters in G8:
@lechatnoire4
@mayirmamay14
@spencz1997
@micjojd
@kath2252
@joanisparkles
@jkaynet
@mstepczyk
@smilan317
@skepmi

Top Tweeters in G9:
@_yvonneburton
@jimpolk
@mtrushmore2016
@jimw_in_nm
@tamzilla_52
@doc_jjk
@auntieamy90
@jllgraham
@blaugast
@mpg25mary

Top Tweeters in G10:
@starrick1
@drwilda
@jimmyroybloom
@plankysmith
@litlgrey
@karengeier
@briefing__room
@finaloverdrive
@overrunbydogs
@sophiatseliem


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