Marxism, Twitter, 5/17/2021 10:28:18 PM, 254972
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Marxism_2021-05-17_14-09-13.xlsx
Marxism_2021-05-17_14-09-13.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
May 17, 2021
Short Description:
Marxism via NodeXL https://bit.ly/3tYns2y
@jackposobiec
@rising_serpent
@repandybiggsaz
@nypost
@dancrenshawtx
@jessekellydc
@marcushjohnson
@breitbartnews
@brendonleslie
@therightmelissa

Top hashtags:
#marxism
#criticalracetheory
#military
#oann
#communism
#marxist

Description:
Description
The graph represents a network of 15,657 Twitter users whose recent tweets contained "Marxism", 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, 17 May 2021 at 22:07 UTC.

The tweets in the network were tweeted over the 18-hour, 53-minute period from Monday, 17 May 2021 at 02:15 UTC to Monday, 17 May 2021 at 21:08 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 : 15657
Unique Edges : 18731
Edges With Duplicates : 3042
Total Edges : 21773
Number of Edge Types : 5
Retweet : 14846
Tweet : 1759
Replies to : 1660
MentionsInRetweet : 1196
Mentions : 2312
Self-Loops : 1833
Reciprocated Vertex Pair Ratio : 0.00556222052568437
Reciprocated Edge Ratio : 0.0110629067245119
Connected Components : 1530
Single-Vertex Connected Components : 878
Maximum Vertices in a Connected Component : 12289
Maximum Edges in a Connected Component : 18119
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.435694
Graph Density : 7.52266206025186E-05
Modularity : 0.716512
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,657 Twitter users whose recent tweets contained "Marxism", 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, 17 May 2021 at 22:07 UTC.

The tweets in the network were tweeted over the 18-hour, 53-minute period from Monday, 17 May 2021 at 02:15 UTC to Monday, 17 May 2021 at 21:08 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 : Marxism
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:
[1677] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[1495] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[995] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[859] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[491] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[445] https://www.breitbart.com/politics/2021/05/16/air-force-lt-colonel-fired-remarks-marxism-critical-race-theory-spreading-military/
[336] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[285] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[236] https://dailycaller.com/2021/05/16/space-force-commander-relieved-from-duty-marxism-critical-race-theory/
[201] https://saraacarter.com/space-force-co-fired-for-outing-marxism-in-the-military/

Top URLs in Tweet in G1:
[1188] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[1094] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[103] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=5RR8ZZ53TMXKFZEY02Q0
[102] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[84] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[74] https://www.oann.com/space-force-unit-c-o-relieved-of-duty-for-criticizing-marxism/
[69] https://twitter.com/Newsweek/status/1394031398391013380
[48] https://www.dailywire.com/news/sales-skyrocket-for-ousted-space-force-commanders-book-on-how-marxism-is-infecting-u-s-military?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[33] https://townhall.com/tipsheet/rebeccadowns/2021/05/16/space-force-trending-for-chilling-reason-as-commanding-officer-relieved-of-duty-for-criticizing-marxism-n2589533
[24] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_3?_encoding=UTF8&psc=1&refRID=YPFST3RVGDQ5QEKH2SR3

Top URLs in Tweet in G2:
[82] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[59] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[34] https://twitter.com/tomselliott/status/1394292369680441345
[14] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[9] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[8] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[8] https://twitter.com/nypost/status/1393969379969314828
[6] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=5RR8ZZ53TMXKFZEY02Q0
[5] https://www.outkick.com/space-force-lohmeier-marxism/?utm_medium=Social&utm_source=Twitter#Echobox=1621224110
[3] https://amazon.com/

Top URLs in Tweet in G3:
[665] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[121] https://www.upi.com/Defense-News/2021/05/17/spaceforce-marxism-lohmeier-republicans/9421621272975/
[102] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[82] https://twitter.com/mattgaetz/status/1394044206826627073
[76] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[76] https://pjmedia.com/news-and-politics/bryan-preston/2021/05/15/outrageous-space-force-unit-c-o-relieved-of-duty-for-criticizing-marxism-in-the-military-n1447237
[53] https://amazon.com/
[53] https://www.amazon.com/dp/1737067323/ref=cm_sw_em_r_mt_imm_awdb_FAE88SD9AB3ZPVRQ57XS
[36] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[25] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism

Top URLs in Tweet in G4:
[35] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[32] https://www.washingtonpost.com/national-security/2021/05/17/space-force-commander-marxism-military/
[29] https://m.theepochtimes.com/mkt_app/space-force-officers-book-on-marxism-in-the-military-reaches-no-1-on-amazon-after-hes-relieved_3818517.html?v=ul
[24] https://www.theepochtimes.com/space-force-officer-relieved-after-denouncing-marxism-critical-race-theory-in-military_3817370.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[24] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[23] https://www.breitbart.com/politics/2021/05/16/air-force-lt-colonel-fired-remarks-marxism-critical-race-theory-spreading-military/
[18] https://www.washingtonpost.com/national-security/2021/05/17/space-force-commander-marxism-military/?tid=ss_tw
[15] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[13] https://twitter.com/nypost/status/1393969379969314828
[12] https://www.military.com/

Top URLs in Tweet in G5:
[117] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[51] https://www.military.com/
[37] https://twitter.com/giaohoangvn/status/1393506165317771269
[7] https://talkingpointsmemo.com/news/top-space-force-official-fired-for-accusing-pentagon-of-having-agenda-rooted-in-marxism
[3] https://twitter.com/Oriana0214/status/1393571017667325955
[3] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[2] https://twitter.com/here4not/status/1393981093150400517
[2] https://www.washingtonpost.com/national-security/2021/05/17/space-force-commander-marxism-military/?tid=ss_tw
[2] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[1] https://trib.al/ESY500z

Top URLs in Tweet in G6:
[46] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[40] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[17] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[14] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[12] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[11] https://townhall.com/tipsheet/rebeccadowns/2021/05/16/space-force-trending-for-chilling-reason-as-commanding-officer-relieved-of-duty-for-criticizing-marxism-n2589533
[10] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[7] https://www.foxbusiness.com/lifestyle/space-force-officer-critical-race-theory-marxism
[6] https://www.breitbart.com/politics/2021/05/16/air-force-lt-colonel-fired-remarks-marxism-critical-race-theory-spreading-military/
[4] https://saraacarter.com/space-force-co-fired-for-outing-marxism-in-the-military/

Top URLs in Tweet in G7:
[333] https://www.breitbart.com/politics/2021/05/16/air-force-lt-colonel-fired-remarks-marxism-critical-race-theory-spreading-military/
[98] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[48] https://thefederalist.com/2021/05/17/space-force-commander-fired-for-condemning-marxism-in-u-s-military/
[30] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[26] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[25] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[19] https://www.washingtonpost.com/national-security/2021/05/17/space-force-commander-marxism-military/?tid=ss_tw
[11] https://www.patriotproject.com/space-force-officer-relieved-command-warning-marxism-ranks-report/?utm_source=twitter&utm_medium=teapartypatriots&utm_content=2021-05-16
[8] https://gellerreport.com/2021/05/space-commander-fired.html/
[8] https://twitter.com/elaadeliahu/status/1392260819040231428

Top URLs in Tweet in G8:
[390] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[29] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[19] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[15] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[5] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[4] https://pjmedia.com/news-and-politics/bryan-preston/2021/05/15/outrageous-space-force-unit-c-o-relieved-of-duty-for-criticizing-marxism-in-the-military-n1447237
[3] https://www.dailymail.co.uk/news/article-9584671/Space-Force-commander-REMOVED-role-blasting-critical-race-theory-rooted-Marxism.html
[2] https://www.foxnews.com/politics/space-force-commander-matthew-lohmeier-fired-marxism-critical-race-theory
[2] https://twitter.com/dcexaminer/status/1392551376530587653
[2] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/

Top URLs in Tweet in G9:
[336] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html
[40] https://religiondispatches.org/largely-overshadowed-by-the-election-red-pill-blue-pill-transcends-standard-explanations-of-conspiracy-culture-which-is-killing-us-all/
[19] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[14] https://thepostmillennial.com/space-force-commander-who-was-fired-after-speaking-out-about-blm-marxism-becomes-amazon-bestselling-author
[13] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[9] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[7] https://www.washingtonpost.com/opinions/2021/05/13/marjorie-taylor-greene-aoc-verbal-assault/
[6] https://www.dailykos.com/stories/2019/1/23/1828527/-How-the-cultural-Marxism-hoax-began-and-why-it-s-spreading-into-the-mainstream
[6] https://thepostmillennial.com/space-force-officer-demoted-in-response-to-anti-marxist-book-he-published
[6] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/

Top URLs in Tweet in G10:
[39] https://truepundit.com/120-retired-generals-military-officers-sign-letter-warning-of-conflict-between-marxism-and-constitutional-freedom/
[35] https://www.wnd.com/2021/05/space-force-officer-relieved-command-warning-marxism-ranks-report/?utm_source=twitter&utm_medium&utm_content=2021-05-16
[29] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_1?_encoding=UTF8&psc=1&refRID=4G1NM2D8XHYCKW1J2F62
[29] https://pjmedia.com/news-and-politics/bryan-preston/2021/05/15/outrageous-space-force-unit-c-o-relieved-of-duty-for-criticizing-marxism-in-the-military-n1447237
[22] https://thefederalist.com/2021/05/17/space-force-commander-fired-for-condemning-marxism-in-u-s-military/
[19] https://www.amazon.com/Irresistible-Revolution-Marxisms-Conquest-Unmaking/dp/1737067323/ref=zg_bs_books_2?_encoding=UTF8&psc=1&refRID=GBGKA8WW6RDN30F22XWQ
[13] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/
[12] https://www.washingtonexaminer.com/news/space-force-officer-relieved-from-post-after-criticism-critical-race-theory-marxism
[9] https://nypost.com/2021/05/16/space-force-commander-removed-after-marxism-comments-on-podcast/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[7] https://www.military.com/daily-news/2021/05/15/space-force-co-who-got-holiday-call-trump-fired-over-comments-decrying-marxism-military.html

Top Domains
Top Domains in Tweet in Entire Graph:
[3551] amazon.com
[1374] nypost.com
[1084] military.com
[689] twitter.com
[488] theepochtimes.com
[449] breitbart.com
[363] washingtonexaminer.com
[317] foxnews.com
[272] youtube.com
[241] dailycaller.com

Top Domains in Tweet in G1:
[2417] amazon.com
[102] foxnews.com
[84] washingtonexaminer.com
[74] oann.com
[72] twitter.com
[53] dailywire.com
[33] townhall.com
[20] theepochtimes.com
[18] thepostmillennial.com
[18] nypost.com

Top Domains in Tweet in G2:
[154] amazon.com
[44] twitter.com
[14] washingtonexaminer.com
[10] nypost.com
[9] foxnews.com
[5] outkick.com
[4] theepochtimes.com
[4] thepostmillennial.com
[3] thenationalpulse.com
[3] pjmedia.com

Top Domains in Tweet in G3:
[672] nypost.com
[304] amazon.com
[122] twitter.com
[121] upi.com
[76] pjmedia.com
[38] military.com
[25] washingtonexaminer.com
[19] breitbart.com
[15] theepochtimes.com
[13] foxnews.com

Top Domains in Tweet in G4:
[129] twitter.com
[124] theepochtimes.com
[54] washingtonpost.com
[53] military.com
[40] youtube.com
[27] foxnews.com
[23] breitbart.com
[19] msn.com
[19] washingtonexaminer.com
[18] amazon.com

Top Domains in Tweet in G5:
[168] military.com
[43] twitter.com
[7] talkingpointsmemo.com
[4] amazon.com
[3] nypost.com
[2] washingtonpost.com
[1] trib.al
[1] dailywire.com
[1] townhall.com
[1] dailycaller.com

Top Domains in Tweet in G6:
[92] amazon.com
[29] nypost.com
[14] military.com
[11] townhall.com
[10] washingtonexaminer.com
[7] foxbusiness.com
[6] breitbart.com
[5] thepostmillennial.com
[5] bizpacreview.com
[4] saraacarter.com

Top Domains in Tweet in G7:
[334] breitbart.com
[102] foxnews.com
[64] amazon.com
[51] thefederalist.com
[30] nypost.com
[19] washingtonpost.com
[18] twitter.com
[11] patriotproject.com
[9] theepochtimes.com
[8] gellerreport.com

Top Domains in Tweet in G8:
[407] nypost.com
[49] amazon.com
[5] washingtonexaminer.com
[4] twitter.com
[4] military.com
[4] pjmedia.com
[3] co.uk
[2] foxnews.com
[2] issuesetc.org
[1] oann.com

Top Domains in Tweet in G9:
[337] military.com
[40] religiondispatches.org
[40] amazon.com
[20] thepostmillennial.com
[9] nypost.com
[9] washingtonexaminer.com
[8] washingtonpost.com
[6] dailykos.com
[5] twitter.com
[4] theepochtimes.com

Top Domains in Tweet in G10:
[57] amazon.com
[39] truepundit.com
[35] wnd.com
[29] pjmedia.com
[24] thefederalist.com
[22] nypost.com
[12] washingtonexaminer.com
[8] military.com
[5] theepochtimes.com
[5] breitbart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[388] marxism
[162] criticalracetheory
[135] military
[86] oann
[47] communism
[42] marxist
[38] foxnews
[33] spaceforce
[32] amazon
[16] socialism



Top Hashtags in Tweet in G1:
[74] oann
[5] marxism
[5] criticalracetheory
[5] military
[1] spaceforce
[1] bidensamerica

Top Hashtags in Tweet in G2:
[1] foxnews
[1] foxbusiness

Top Hashtags in Tweet in G3:
[26] marxism
[16] criticalracetheory
[10] communism
[7] lohmeier
[7] military
[4] monarchy
[3] oann
[3] blm
[3] ufc262
[2] space

Top Hashtags in Tweet in G4:
[48] marxism
[14] spaceforce
[9] foxnews
[7] socialism
[7] communism
[7] military
[6] criticalracetheory
[5] smartnews
[4] marxist
[4] fired

Top Hashtags in Tweet in G5:
[3] marxism
[2] socialism
[2] gqp
[2] tinybrains
[1] potatobrains
[1] potatobrained
[1] clowntown
[1] potatobrain
[1] whitenationiast
[1] fascistcapitalists

Top Hashtags in Tweet in G6:
[2] marxism
[1] oann
[1] mondaythoughts

Top Hashtags in Tweet in G7:
[5] marxism
[4] military
[3] criticalracetheory
[2] oann
[2] matthewlohmeier
[1] foxnews
[1] freemasonry
[1] democratsaredestroyingamerica
[1] mondaymorning
[1] phony

Top Hashtags in Tweet in G8:
[1] oann

Top Hashtags in Tweet in G9:
[2] flagofficers4america
[2] america
[2] constitutionalrepublic
[2] socialism
[2] marxism
[2] constitutional
[2] liberty

Top Hashtags in Tweet in G10:
[2] antiracism
[2] marxism
[2] teaparty
[2] flagofficers
[2] maga2024
[2] republican
[2] conservatives
[2] ccot
[2] fridaymorning
[2] fridayfeeling

Top Words
Top Words in Tweet in Entire Graph:
[17513] marxism
[9196] military
[8479] force
[8085] space
[6225] book
[4089] commander
[3917] fired
[3641] amazon
[3351] government
[3162] theory

Top Words in Tweet in G1:
[3677] book
[3343] force
[3342] space
[3145] marxism
[2725] military
[2435] amazon
[1544] commander
[1442] whistleblower
[1417] breaking
[1206] becomes

Top Words in Tweet in G2:
[2781] marxism
[2439] government
[1258] fired
[1218] job
[1218] opposing
[1218] mean
[1218] supports
[279] force
[265] space
[261] military

Top Words in Tweet in G3:
[1312] military
[780] marxist
[741] marxism
[681] win
[676] man
[673] being
[669] preparing
[669] battles
[668] hero
[662] ideals

Top Words in Tweet in G4:
[717] marxism
[428] military
[386] force
[366] space
[204] fired
[164] commander
[135] officer
[121] relieved
[114] theory
[114] book

Top Words in Tweet in G5:
[1026] marxism
[214] means
[213] military
[204] time
[204] america
[204] ask
[204] actually
[203] once
[201] next
[201] republican

Top Words in Tweet in G6:
[1053] marxism
[429] people
[316] commander
[301] against
[276] speaking
[266] democrats
[234] radical
[234] purged
[234] better
[233] wake

Top Words in Tweet in G7:
[824] force
[616] military
[584] marxism
[533] space
[511] fired
[363] race
[362] critical
[362] theory
[327] book
[290] air

Top Words in Tweet in G8:
[589] marxism
[490] space
[490] force
[490] military
[449] commander
[410] removed
[406] saying
[406] infiltrating
[74] nypost
[69] book

Top Words in Tweet in G9:
[515] marxism
[385] race
[359] speaking
[351] theory
[347] against
[345] critical
[335] story
[333] preparing
[333] win
[333] battles

Top Words in Tweet in G10:
[543] marxism
[245] military
[223] america
[209] ideology
[191] force
[186] space
[139] political
[137] safe
[137] ideologues
[137] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8046] space,force
[3826] marxism,military
[3104] force,commander
[2778] race,theory
[2759] critical,race
[2121] matthew,lohmeier
[1695] book,amazon
[1690] #1,book
[1678] military,becomes
[1677] breaking,book

Top Word Pairs in Tweet in G1:
[3340] space,force
[2223] marxism,military
[1302] force,commander
[1188] breaking,book
[1188] book,written
[1188] written,space
[1188] force,whistleblower
[1188] whistleblower,marxism
[1188] military,becomes
[1188] becomes,#1

Top Word Pairs in Tweet in G2:
[1218] fired,government
[1218] government,job
[1218] job,opposing
[1218] opposing,marxism
[1218] marxism,mean
[1218] mean,government
[1218] government,supports
[1218] supports,marxism
[260] space,force
[149] marxism,military

Top Word Pairs in Tweet in G3:
[669] win,battles
[668] man,hero
[662] marxist,ideals
[660] military,preparing
[660] preparing,win
[660] battles,being
[660] being,brainwashed
[660] brainwashed,marxist
[660] ideals,man
[391] space,force

Top Word Pairs in Tweet in G4:
[360] space,force
[129] marxism,military
[114] force,officer
[113] force,commander
[99] race,theory
[98] critical,race
[82] commander,fired
[64] marxism,critical
[58] book,marxism
[51] officer,relieved

Top Word Pairs in Tweet in G5:
[201] next,time
[201] time,republican
[201] republican,tv
[201] tv,decries
[201] decries,marxism
[201] marxism,america
[201] america,interviewer
[201] interviewer,ask
[201] ask,once
[201] once,describe

Top Word Pairs in Tweet in G6:
[270] speaking,against
[266] against,marxism
[234] purged,commander
[234] commander,speaking
[233] radical,democrats
[233] democrats,purged
[233] marxism,better
[233] better,wake
[233] wake,people
[204] space,force

Top Word Pairs in Tweet in G7:
[533] space,force
[362] critical,race
[362] race,theory
[306] marxism,critical
[290] air,force
[289] colonel,fired
[273] united,states
[229] book,marxism
[228] command,space
[226] spreading,military

Top Word Pairs in Tweet in G8:
[490] space,force
[433] force,commander
[404] commander,removed
[404] marxism,infiltrating
[404] infiltrating,military
[402] removed,saying
[402] saying,marxism
[49] marxism,military
[29] book,hit
[29] hit,#2

Top Word Pairs in Tweet in G9:
[345] critical,race
[345] race,theory
[344] against,marxism
[333] speaking,against
[333] win,battles
[327] need,preparing
[327] preparing,warriors
[327] warriors,fight
[327] fight,win
[327] battles,sjws

Top Word Pairs in Tweet in G10:
[186] space,force
[137] america,safe
[137] safe,political
[137] political,ideologues
[137] ideologues,until
[137] until,marxism
[137] marxism,considered
[137] considered,toxic
[137] toxic,evil
[137] evil,ideology

Top Replied-To
Top Replied-To in Entire Graph:
@jackposobiec
@dancrenshawtx
@actbrigitte
@oriana0214
@repandybiggsaz
@nameshiv
@davidlarter
@nypost
@repkenbuck
@therightmelissa

Top Replied-To in G1:
@jackposobiec
@thatzachm
@slang55543980
@pebblesfluff
@newsweek
@phflores
@teachtoamerica
@uchchris
@amandan_st
@realdailywire

Top Replied-To in G2:
@rising_serpent
@yum92043564

Top Replied-To in G3:
@repandybiggsaz
@repkenbuck
@anyoneallen
@bernardkerik
@matthewlohmeier
@steven_metz
@nestormakhno19d
@secdef
@kylemckenzie03
@jackposobiec

Top Replied-To in G5:
@oriana0214
@zei_squirrel
@marcushjohnson
@john_sipher
@mountain_goats
@peterdaou
@vasimargariti
@pandasalesman
@benegotherit
@joyannreid

Top Replied-To in G6:
@actbrigitte
@prageru
@equality072521
@mousecat1980
@kamvtv
@heavy_plover
@newer_deal
@doranimated
@fishloveliberty
@yankees_rule_

Top Replied-To in G7:
@foxnews
@geetsolboy
@tppatriots
@fdrlst
@safariwoman
@breitbartnews
@poetwoagun
@onefinejay
@annakhait
@6shot38special

Top Replied-To in G8:
@nypost
@chrisli56522750
@revkevnvf
@mwilliamsfilm
@chart1990
@jeremyshupp
@jamesrlivermore
@thepadthelad
@dougshumway4
@kingfisher_22

Top Replied-To in G9:
@dancrenshawtx
@jennobenno
@pseudo_lain
@durangoronk
@davidneiwert
@jackposobiec
@i_amlibertarian
@egavactip
@franklinmaitla1
@iowanscott

Top Replied-To in G10:
@9newsnancy
@arthurwatkins
@crrja5
@catturd2
@connectionary
@msavaarmstrong
@politcalpower24
@drzuhdijasser
@laurenboebert
@chicago1ray

Top Mentioned
Top Mentioned in Entire Graph:
@secdef
@spaceforcedod
@dodspaceforce
@joshjphilipp
@newsweek
@youtube
@nypost
@breitbartnews
@kathsstewart
@davidneiwert

Top Mentioned in G1:
@newsweek
@jackposobiec
@spaceforcedod
@caralynne15
@gen_jackkeane
@tuckercarlson
@phflores
@epochtimes
@jacobdownie3
@realdailywire

Top Mentioned in G2:
@youtube
@rising_serpent

Top Mentioned in G3:
@secdef
@timparlatore
@parlatorelaw
@repkenbuck
@solomonyue
@cpdchina
@boycotthegemony
@mattgaetz
@bernardkerik
@spaceforcedod

Top Mentioned in G4:
@politic_talks

Top Mentioned in G5:
@oriana0214
@marcushjohnson
@vasimargariti
@cnn
@acony_belle
@karlcastan
@queengorgon
@casswantsrevolt
@zei_squirrel
@john_sipher

Top Mentioned in G6:
@prageru
@actbrigitte
@jugbo
@visceraeater
@u_need_a_helmet
@alex4rep
@bizpacreview
@kamvtv
@nickadamsinusa
@yankees_rule_

Top Mentioned in G7:
@breitbartnews
@foxnews
@fdrlst
@upi
@spaceforcedod
@realdailywire
@thevgblog
@cnn
@newsweek

Top Mentioned in G8:
@nypost
@jeremyshupp
@michaelangley
@sallygrables
@thepadthelad
@repdanbishop
@sentomcotton
@joypullmann
@issuesetc
@mattwalshblog

Top Mentioned in G9:
@kathsstewart
@davidneiwert
@dancrenshawtx
@xosilverwind
@ace_626
@chrisrgun
@de4856
@ersherm
@hahnalytics
@hawkeyedad68

Top Mentioned in G10:
@scottbaio
@lovelygigi33
@realbasedmaga
@jjauthor
@catturd2
@msavaarmstrong
@sandrasentinel
@atensnut
@bernardkerik
@columbiabugle

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@zyiteblog
@chris_1791
@zyitegadgets
@souljahsingh
@phildecarolis
@cyberanonymous
@falconhamada_90
@mattmurph24
@moonbootica

Top Tweeters in G1:
@souljahsingh
@altamirana2
@jjauthor
@patriotmarie
@docwashburn
@princessbibirf_
@rpmsports18
@_yvonneburton
@jimpolk
@dapepitos07

Top Tweeters in G2:
@sweetfreedom29
@cbinflux
@mightymouth5413
@beanfrompa
@birrdytalk
@ruthieredsox
@wendydcoe
@tammytabby
@epeterd916
@ericmoo91919605

Top Tweeters in G3:
@phildecarolis
@guardian_elite
@blisstabitha
@all435reps
@ibangel
@kentpg
@elizbethlmaness
@justice4all01
@kurtschlichter
@jimw_in_nm

Top Tweeters in G4:
@cyberanonymous
@backstorymom1
@therussophile
@hagiwararyu11
@88lamaga
@fxbooklttg
@mzee26
@deenie7940
@drpatfarrell
@djsiri

Top Tweeters in G5:
@missb62
@moonbootica
@jpjanson
@meidas_damon
@88seattle61
@sexygirl798
@sallyagale
@deepvard
@geostompx
@solomankarl

Top Tweeters in G6:
@tres444
@thereseosulliv2
@bikerbd
@ingodidotrust
@jimboazil
@ldga123456
@johnjonny1
@pilarmel13
@davidmatheson27
@nuez_martha

Top Tweeters in G7:
@chris_1791
@roylmurry425
@saveaslave
@bamaperry
@cannoneerfour
@nilix
@izzysroses
@vjeannek
@nooneishere51
@sampleatl

Top Tweeters in G8:
@kellyrek
@nypost
@alexaadams12
@idaflo
@stranahan
@kmcaton
@snikpmis
@thethegrinch7
@cptcookswife
@nderi_j

Top Tweeters in G9:
@jhamby
@auntsophie1
@beenewsdaily
@digyoursoul
@misstozak
@bonbee81
@wydmindfeersart
@defacedwallop
@nandelabra
@rangerfit

Top Tweeters in G10:
@msavaarmstrong
@schwingcat
@mscontrariansci
@nltcny
@stevekloscak
@woodward_roxie
@portersumari
@nononoeu
@dontcavitate
@ync1994


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