Ashli Babbitt, Twitter, 10/11/2021 7:28:41 PM, 264316


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Ashli Babbitt_2021-10-11_11-11-40.xlsx
Ashli Babbitt_2021-10-11_11-11-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 11, 2021
Short Description:
Ashli Babbitt via NodeXL https://bit.ly/3FuL2ei
@itsjefftiedrich
@mmpadellan
@deanobeidallah
@projectlincoln
@christopherhahn
@breakin01492422
@davidmweissman
@avengerresister
@ronfilipkowski
@sethabramson

Top hashtags:
#ashlibabbitt
#oann
#january6th

Description:
Description
The graph represents a network of 12,104 Twitter users whose recent tweets contained "Ashli Babbitt", 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, 11 October 2021 at 19:13 UTC.

The tweets in the network were tweeted over the 4-hour, 25-minute period from Monday, 11 October 2021 at 13:45 UTC to Monday, 11 October 2021 at 18:11 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 : 12104
Unique Edges : 17994
Edges With Duplicates : 1457
Total Edges : 19451
Number of Edge Types : 5
Retweet : 16374
Replies to : 1010
Mentions : 356
Tweet : 1198
MentionsInRetweet : 513
Self-Loops : 1231
Reciprocated Vertex Pair Ratio : 0.000739140322947464
Reciprocated Edge Ratio : 0.00147718879609113
Connected Components : 644
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 11231
Maximum Edges in a Connected Component : 18549
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.141202
Graph Density : 0.000120147681508122
Modularity : 0.644674
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,104 Twitter users whose recent tweets contained "Ashli Babbitt", 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, 11 October 2021 at 19:13 UTC.

The tweets in the network were tweeted over the 4-hour, 25-minute period from Monday, 11 October 2021 at 13:45 UTC to Monday, 11 October 2021 at 18:11 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 : Ashli Babbitt
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:
[908] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[735] https://collections.ushmm.org/search/catalog/pa31320
[418] https://twitter.com/atrupar/status/1447566135893929988
[266] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[227] https://www.oann.com/president-trump-sends-family-of-ashli-babbitt-video-honoring-her-memory/
[187] https://www.newsmax.com/politics/trump-ashli-babbit-capitol-doj/2021/10/11/id/1039999/
[183] https://www.feministgiant.com/p/white-women-storm-the-capitol?r=50le&utm_campaign=post&utm_medium=web&utm_source=
[141] https://www.newsmax.com/politics/trump-ashli-babbitt-capitol-doj/2021/10/11/id/1039999/
[96] https://www.washingtonpost.com/politics/2021/06/18/slow-building-conservative-effort-turn-ashli-babbitt-into-martyr/
[78] https://twitter.com/deanobeidallah/status/1447527780409827328

Top URLs in Tweet in G1:
[131] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[79] https://www.washingtonpost.com/politics/2021/06/18/slow-building-conservative-effort-turn-ashli-babbitt-into-martyr/
[67] https://collections.ushmm.org/search/catalog/pa31320
[55] https://twitter.com/atrupar/status/1447566135893929988
[55] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[21] https://www.thedailybeast.com/why-trump-is-anointing-ashli-babbitt-as-magas-first-martyr
[13] https://www.feministgiant.com/p/white-women-storm-the-capitol?r=50le&utm_campaign=post&utm_medium=web&utm_source=
[12] https://www.rawstory.com/trump-message-to-ashli-babbitt/
[10] https://www.justice.gov/usao-dc/pr/department-justice-closes-investigation-death-ashli-babbitt
[8] https://twitter.com/fordfischer/status/1447380564198166529

Top URLs in Tweet in G2:
[214] https://www.oann.com/president-trump-sends-family-of-ashli-babbitt-video-honoring-her-memory/
[184] https://www.newsmax.com/politics/trump-ashli-babbit-capitol-doj/2021/10/11/id/1039999/
[139] https://www.newsmax.com/politics/trump-ashli-babbitt-capitol-doj/2021/10/11/id/1039999/
[35] http://trib.al/Ybejs09
[6] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?utm_medium=Social&utm_source=Twitter#Echobox=1633961858
[6] https://trib.al/cvlbx58
[6] https://www.judicialwatch.org/press-releases/babbitt-records-doj/?utm_source=twitter&utm_medium=social&utm_campaign=press_release
[4] https://www.washingtonpost.com/politics/trump-ashli-babbitt-reopen-investigation/2021/10/11/af4ed070-2a7b-11ec-8ef6-3ca8fe943a92_story.html
[4] https://twitter.com/taylerusa/status/1447323792833929224
[4] https://www.independent.co.uk/news/world/americas/us-politics/trump-ashli-babbitt-capitol-pelosi-b1936105.html

Top URLs in Tweet in G3:
[4] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[2] https://www.alternet.org/2021/10/ashli-babbitt/
[2] https://twitter.com/timeindawater1/status/1422977927491117056
[2] https://twitter.com/timeindawater1/status/1420500609309020163
[1] https://www.washingtonpost.com/politics/2021/06/18/slow-building-conservative-effort-turn-ashli-babbitt-into-martyr/
[1] https://www.independent.co.uk/voices/ashli-babbitt-capitol-riot-trump-b1936265.html
[1] http://trib.al/Ybejs09
[1] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[1] https://www.thedailybeast.com/why-trump-is-anointing-ashli-babbitt-as-magas-first-martyr
[1] https://twitter.com/DeanObeidallah/status/1447526175274831872

Top URLs in Tweet in G4:
[29] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/?utm_source=dlvr.it&utm_medium=twitter
[25] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[19] https://www.alternet.org/2021/10/ashli-babbitt/?utm_source=dlvr.it&utm_medium=twitter
[13] https://collections.ushmm.org/search/catalog/pa31320
[12] https://podcast.thetonymichaels.com/
[10] https://www.politicalflare.com/2021/10/twitter-outraged-after-trump-releases-grim-video-message-to-ashli-babbitts-family-on-her-birthday/?utm_source=dlvr.it&utm_medium=twitter
[9] https://www.tmz.com/2021/01/07/ashli-babbitt-final-video-marching-us-capitol-before-fatally-shot/
[8] https://twitter.com/ronfilipkowski/status/1447309413249912840
[8] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[6] https://twitter.com/atrupar/status/1447566135893929988

Top URLs in Tweet in G5:
[9] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[9] https://nypost.com/2021/01/08/ashli-babbitt-once-harassed-and-chased-husbands-ex/
[4] https://twitter.com/atrupar/status/1447566135893929988
[4] https://collections.ushmm.org/search/catalog/pa31320
[3] https://www.independent.co.uk/voices/ashli-babbitt-capitol-riot-trump-b1936265.html
[2] https://twitter.com/nycsouthpaw/status/1447593937120776201
[2] https://thehill.com/homenews/administration/576194-trump-wishes-ashli-babbitt-happy-birthday-calls-for-doj-to-reopen
[2] https://twitter.com/sheeropulence2/status/1447554601205604353
[1] https://twitter.com/itsjefftiedrich/status/1447556529188651013
[1] https://twitter.com/jojofromjerz/status/1447523850409947139

Top URLs in Tweet in G6:
[658] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[30] https://www.businessinsider.com/trump-capitol-riot-ashli-babbitt-happy-birthday-video-doj-investigation-2021-10
[10] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[9] https://www.mediaite.com/donald-trump/donald-trump-sends-personalized-video-message-to-ashli-babbitts-family-on-her-birthday-we-must-all-demand-justice-for-ashli/
[4] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/?utm_source=dlvr.it&utm_medium=twitter
[4] https://hillreporter.com/watch-ashli-babbitts-birthday-celebrants-wish-death-on-pelosi-call-for-texas-secession-114998?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477
[2] https://www.alternet.org/2021/10/ashli-babbitt/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.washingtonpost.com/politics/2021/06/18/slow-building-conservative-effort-turn-ashli-babbitt-into-martyr/
[2] http://trib.al/Ybejs09

Top URLs in Tweet in G7:
[567] https://collections.ushmm.org/search/catalog/pa31320
[42] https://twitter.com/DeanObeidallah/status/1447526175274831872
[18] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[12] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[6] https://www.thenewcivilrightsmovement.com/2021/10/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/#.YWQ4k7dp9R4.twitter
[6] https://www.washingtonpost.com/politics/2021/06/18/slow-building-conservative-effort-turn-ashli-babbitt-into-martyr/
[5] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.historyanswers.co.uk/people-politics/the-martyrdom-of-horst-wessel-how-a-far-right-street-fighter-became-a-nazi-icon/
[2] https://en.wikipedia.org/wiki/Horst_Wessel
[2] https://twitter.com/Rschooley/status/1447429949099425792

Top URLs in Tweet in G8:
[27] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[9] https://collections.ushmm.org/search/catalog/pa31320
[5] http://www.msn.com/en-ca/news/newspolitics/trump-wishes-ashli-babbitt-happy-birthday-calls-for-reopened-investigation/ar-AAPnweV?ocid=st
[5] https://twitter.com/RonFilipkowski/status/1447399578781761537
[4] https://www.alternet.org/2021/10/ashli-babbitt/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.dailykos.com/stories/2057370
[2] https://twitter.com/FordFischer/status/1447383164817711105
[2] https://www.youtube.com/watch?v=x_v6fk2x1iU&feature=youtu.be

[2] https://www.businessinsider.com/ashli-babbitt-tweeted-qanon-and-trump-conspiracies-before-capitol-death-2021-1

Top URLs in Tweet in G9:
[24] https://twitter.com/atrupar/status/1447566135893929988
[16] http://www.msn.com/en-us/news/politics/trump-wishes-ashli-babbitt-happy-birthday-calls-for-reopened-investigation/ar-AAPnweV?ocid=st
[12] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[12] https://www.dailymail.co.uk/news/article-10080167/Trump-wishes-Ashli-Babbitt-happy-birthday-demands-DOJ-reopen-probe-January-6-death.html
[12] http://www.msn.com/en-us/news/politics/in-a-video-former-president-donald-trump-wished-capitol-rioter-ashli-babbitt-a-happy-birthday-and-called-for-the-doj-to-reopen-their-investigation-into-her-death/ar-AAPmunt?ocid=st
[8] https://www.businessinsider.com/trump-capitol-riot-ashli-babbitt-happy-birthday-video-doj-investigation-2021-10
[8] https://www.thegatewaypundit.com/2021/10/watch-trump-calls-doj-re-open-investigation-ashli-babbitts-killing-texas-rally-honor/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[8] https://rumble.com/vnljwx-trump-sends-personal-video-to-ashli-babbitts-family-on-her-birthday.html
[7] https://www.washingtonpost.com/politics/trump-ashli-babbitt-reopen-investigation/2021/10/11/af4ed070-2a7b-11ec-8ef6-3ca8fe943a92_story.html
[6] https://www.bizpacreview.com/2021/10/11/donald-trump-records-personal-message-for-ashli-babbitts-family-to-mark-her-would-be-36th-birthday-1147029/

Top URLs in Tweet in G10:
[21] https://www.newsweek.com/donald-trump-ashli-babbitt-shooting-capitol-1637477?amp=1
[19] https://collections.ushmm.org/search/catalog/pa31320
[12] https://www.youtube.com/watch?v=xnOUEtqPQMs&feature=youtu.be

[5] https://www.justice.gov/usao-dc/pr/department-justice-closes-investigation-death-ashli-babbitt
[5] https://twitter.com/atrupar/status/1447566135893929988
[5] https://www.washingtonpost.com/politics/trump-ashli-babbitt-reopen-investigation/2021/10/11/af4ed070-2a7b-11ec-8ef6-3ca8fe943a92_story.html
[5] https://twitter.com/digiphile/status/1346863222868094978?s=20
[5] https://twitter.com/digiphile/status/1348628794307989504
[5] https://www.rawstory.com/trump-is-doing-exactly-what-hitler-did-by-turning-ashli-babbitt-into-a-martyr-for-the-cause-journalist-warns/
[4] https://www.salon.com/2021/07/11/ashli-babbitt-as-the-21st-century-horst-wessel-symbolic-martyr-to-the-fascist-cause/

Top Domains
Top Domains in Tweet in Entire Graph:
[925] newsweek.com
[859] twitter.com
[735] ushmm.org
[334] rawstory.com
[330] newsmax.com
[230] oann.com
[183] feministgiant.com
[140] washingtonpost.com
[84] co.uk
[62] businessinsider.com

Top Domains in Tweet in G1:
[146] rawstory.com
[107] twitter.com
[85] washingtonpost.com
[67] ushmm.org
[55] newsweek.com
[22] thedailybeast.com
[13] feministgiant.com
[10] justice.gov
[9] businessinsider.com
[7] salon.com

Top Domains in Tweet in G2:
[323] newsmax.com
[214] oann.com
[41] trib.al
[15] twitter.com
[11] co.uk
[8] newsweek.com
[6] judicialwatch.org
[5] washingtonpost.com
[4] forbes.com
[2] bizpacreview.com

Top Domains in Tweet in G3:
[5] twitter.com
[4] rawstory.com
[2] alternet.org
[1] washingtonpost.com
[1] co.uk
[1] trib.al
[1] newsweek.com
[1] thedailybeast.com

Top Domains in Tweet in G4:
[39] rawstory.com
[33] twitter.com
[25] newsweek.com
[19] alternet.org
[13] ushmm.org
[12] thetonymichaels.com
[10] politicalflare.com
[9] tmz.com
[5] hillreporter.com
[4] crooksandliars.com

Top Domains in Tweet in G5:
[14] twitter.com
[9] rawstory.com
[9] nypost.com
[4] ushmm.org
[3] co.uk
[2] thehill.com
[2] washingtonpost.com
[1] breaking911.com
[1] alternet.org
[1] businessinsider.com

Top Domains in Tweet in G6:
[660] newsweek.com
[30] businessinsider.com
[14] rawstory.com
[9] mediaite.com
[4] hillreporter.com
[2] twitter.com
[2] alternet.org
[2] washingtonpost.com
[2] trib.al
[1] dailykos.com

Top Domains in Tweet in G7:
[567] ushmm.org
[51] twitter.com
[18] newsweek.com
[17] rawstory.com
[8] thenewcivilrightsmovement.com
[6] washingtonpost.com
[4] co.uk
[3] wikipedia.org
[2] yahoo.com
[2] thedailybeast.com

Top Domains in Tweet in G8:
[27] newsweek.com
[16] twitter.com
[9] ushmm.org
[5] msn.com
[4] rawstory.com
[4] alternet.org
[3] businessinsider.com
[2] dailykos.com
[2] youtube.com
[1] politicalflare.com

Top Domains in Tweet in G9:
[96] twitter.com
[32] msn.com
[21] co.uk
[14] washingtonpost.com
[13] rawstory.com
[10] yahoo.com
[9] businessinsider.com
[9] rumble.com
[8] newsweek.com
[8] thegatewaypundit.com

Top Domains in Tweet in G10:
[26] twitter.com
[21] newsweek.com
[19] ushmm.org
[14] youtube.com
[7] rawstory.com
[7] washingtonpost.com
[6] justice.gov
[4] salon.com
[4] al.com
[3] threadreaderapp.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[297] ashlibabbitt
[210] oann
[200] january6th
[192] babbitwasatraitor
[71] trump
[66] arresttrumpnow
[52] demvoice1
[45] biglie
[41] trumpcoupattempt
[40] donotcomply



Top Hashtags in Tweet in G1:
[33] arresttrumpnow
[29] truth
[24] trumpisaterrorist
[23] ashlibabbitt
[21] january6th
[21] babbitwasatraitor
[17] biglie
[9] january6thinsurrection
[5] trumpcoupattempt
[5] demvoice1

Top Hashtags in Tweet in G2:
[207] oann
[24] rejecttrumpism
[8] happybirthdayashlibabbitt
[3] ashleybabbitt
[2] maga
[2] donotcomply
[2] formerguy
[1] foxnewsbrainwashes
[1] magamorons
[1] magaterrorists

Top Hashtags in Tweet in G3:
[19] ashlibabbitt
[18] trump
[3] smartnews
[3] ashlibabbittisnotahero
[2] ashlibabbittwasaterrorist
[2] terroristsdontrestinpeace
[1] biglie

Top Hashtags in Tweet in G4:
[10] trumpkilledashlibabbitt
[10] babbitwasatraitor
[3] demvoice1
[3] tdrlive
[2] biglie
[1] ashlibabbitt
[1] briansicknick
[1] donaldtrump
[1] freedomtovoteact
[1] transition

Top Hashtags in Tweet in G5:
[19] biglie
[19] demvoice1
[4] seditionhasconsequences
[2] tfg
[2] doj
[2] trumpkilledashli
[2] seditiontrump
[1] trumpisguilty
[1] trumpcoupattempt
[1] trumpcrimesyndicate

Top Hashtags in Tweet in G6:
[30] trumpcoupattempt
[1] magaterrorists
[1] domesticterrorism
[1] domesticterrorists
[1] truth
[1] swisscheese
[1] shouldhavecomplied
[1] bloodontrumpshands

Top Hashtags in Tweet in G7:
[18] arresttrumpnow
[2] donotcomply
[2] coupkluxklan
[2] maga
[2] enforcethesubpoenas
[1] arresttrump
[1] trumpisaterrorist

Top Hashtags in Tweet in G8:
[12] truth2voice
[6] capitolundersiege
[3] trumpterrorist
[3] ashlibabbittwasaterrorist
[2] donotcomply
[2] crimesagainstthedisabled
[2] endqualifiedimmunity
[2] noantiblackracism
[1] trumpcoupattempt
[1] covidiots

Top Hashtags in Tweet in G9:
[26] ashlibabbitt
[11] donotcomply
[11] trump
[6] january6th
[4] smartnews
[4] indigenouspeoplesday
[4] terrorists
[4] babbitt
[3] arresttrumpnow
[3] terrorist

Top Hashtags in Tweet in G10:
[4] babbitwasatraitor
[4] arresttrumpnow
[2] biglie
[2] insurrectionhasconsequences
[1] trumpkilledashlibabbitt
[1] truth
[1] demvoice1
[1] insurrectionist
[1] ashlibabbitt
[1] donaldtrump

Top Words
Top Words in Tweet in Entire Graph:
[17994] ashli
[16896] babbitt
[10779] trump
[4380] terrorist
[3310] donald
[3157] domestic
[3098] coup
[2809] died
[2694] family
[2462] birthday

Top Words in Tweet in G1:
[4195] ashli
[4086] babbitt
[3033] trump
[925] terrorist
[903] died
[862] donald
[584] capitol
[559] family
[533] justice
[528] video

Top Words in Tweet in G2:
[1978] ashli
[1728] babbitt
[1010] trump
[883] president
[694] family
[453] video
[444] justice
[371] donald
[305] investigation
[294] birthday

Top Words in Tweet in G3:
[1304] ashli
[1283] babbitt
[1072] terrorist
[1041] domestic
[1038] hero
[1024] end
[118] trump
[79] complied
[58] justice
[42] donald

Top Words in Tweet in G4:
[1866] ashli
[1835] babbitt
[1034] trump
[570] capitol
[542] justice
[537] terrorist
[476] donald
[423] officer
[417] comply
[356] police

Top Words in Tweet in G5:
[1278] ashli
[1245] babbitt
[867] complied
[187] trump
[104] terrorist
[85] capitol
[79] itsjefftiedrich
[70] donald
[67] domestic
[58] died

Top Words in Tweet in G6:
[721] terrorist
[704] domestic
[670] birthday
[663] president
[660] happy
[657] former
[657] united
[657] states
[657] wished
[266] ashli

Top Words in Tweet in G7:
[2137] coup
[1476] trump
[1342] hitler
[1218] speaking
[934] ashli
[823] killed
[713] those
[711] failed
[711] 1923
[711] honored

Top Words in Tweet in G8:
[988] ashli
[966] babbitt
[817] trump
[437] alive
[430] thinks
[425] conceded
[243] donald
[220] death
[196] 100
[196] blame

Top Words in Tweet in G9:
[545] ashli
[504] babbitt
[272] trump
[126] birthday
[92] happy
[80] capitol
[76] death
[75] investigation
[71] terrorist
[70] video

Top Words in Tweet in G10:
[1077] babbitt
[905] texas
[823] ashli
[600] spoke
[374] trump
[357] family
[334] today
[312] event
[310] scootercasterny
[304] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16288] ashli,babbitt
[3185] donald,trump
[2916] domestic,terrorist
[1482] babbitt,hero
[1473] happy,birthday
[1392] babbitt,complied
[1376] hero,domestic
[1365] terrorist,end
[1215] justice,ashli
[1132] former,president

Top Word Pairs in Tweet in G1:
[4030] ashli,babbitt
[846] donald,trump
[460] justice,ashli
[413] trump,justice
[361] babbitt,turn
[361] turn,himself
[336] attack,capitol
[331] babbitt,never
[327] babbitt,terrorist
[313] weird,trump

Top Word Pairs in Tweet in G2:
[1526] ashli,babbitt
[540] president,trump
[369] donald,trump
[338] president,donald
[275] happy,birthday
[265] babbitt,alive
[262] alive,today
[257] ashli,family
[228] babbitt,video
[220] trump,sends

Top Word Pairs in Tweet in G3:
[1282] ashli,babbitt
[1038] domestic,terrorist
[1028] babbitt,hero
[1018] hero,domestic
[1011] terrorist,end
[76] babbitt,complied
[42] donald,trump
[37] trump,justice
[37] justice,ashli
[22] ashli,babbitt's

Top Word Pairs in Tweet in G4:
[1833] ashli,babbitt
[472] donald,trump
[303] police,officer
[301] justice,ashli
[299] killing,ashli
[296] blue,lives
[296] lives,matter
[296] matter,crowd
[296] crowd,problem
[296] problem,police

Top Word Pairs in Tweet in G5:
[1242] ashli,babbitt
[854] babbitt,complied
[61] donald,trump
[57] domestic,terrorist
[44] itsjefftiedrich,ashli
[37] babbitt,hero
[35] attacked,capitol
[33] justice,ashli
[32] hero,domestic
[32] trump,justice

Top Word Pairs in Tweet in G6:
[701] domestic,terrorist
[660] happy,birthday
[657] former,president
[657] president,united
[657] united,states
[657] states,wished
[657] wished,happy
[657] birthday,domestic
[254] ashli,babbitt
[49] donald,trump

Top Word Pairs in Tweet in G7:
[711] coup,honored
[711] honored,those
[711] those,killed
[710] killed,waging
[609] trump,speaking
[609] speaking,ashli
[609] ashli,babbitt's
[609] babbitt's,family
[609] family,lesson
[609] lesson,trump

Top Word Pairs in Tweet in G8:
[964] ashli,babbitt
[430] thinks,ashli
[428] babbitt,alive
[426] alive,trump
[425] trump,conceded
[243] donald,trump
[202] babbitt,death
[195] trump,100
[195] 100,blame
[195] blame,ashli

Top Word Pairs in Tweet in G9:
[487] ashli,babbitt
[89] happy,birthday
[61] babbitt,happy
[59] donald,trump
[52] reopen,investigation
[46] doj,reopen
[45] trump,wishes
[36] capitol,rioter
[36] rioter,ashli
[33] wishes,ashli

Top Word Pairs in Tweet in G10:
[770] ashli,babbitt
[302] babbitt,family
[300] eric,braden
[300] braden,running
[300] running,governor
[300] governor,texas
[300] texas,spoke
[300] spoke,ashli
[300] babbitt,event
[300] event,today

Top Replied-To
Top Replied-To in Entire Graph:
@ronfilipkowski
@atrupar
@itsjefftiedrich
@fordfischer
@mollyjongfast
@meidastouch
@projectlincoln
@thehill
@davidmweissman
@oann

Top Replied-To in G1:
@atrupar
@ronfilipkowski
@fordfischer
@mollyjongfast
@cmclymer
@owillis
@aaronblake
@projectlincoln
@tonyposnanski
@itsjefftiedrich

Top Replied-To in G2:
@thehill
@actforamerica
@oann
@newsmax
@gingerspage
@washingtonpost
@ronfilipkowski
@columbiabugle
@newsweek
@projectlincoln

Top Replied-To in G3:
@mmpadellan
@lynncareysaylor
@cancunbasoon
@xlxsupernovaxlx
@nicoel774
@deathmetalv

Top Replied-To in G4:
@amyathatcher
@lepapillonblu
@ronfilipkowski
@johncardillo
@atrupar
@avengerresister
@realtuckfrumper
@imspeaking13
@kolohewahine777
@kylaintheburgh

Top Replied-To in G5:
@itsjefftiedrich
@therickwilson
@mollyjongfast
@ronfilipkowski
@washhanger
@breaking911
@theusasingers
@aaronblake
@gooseberry_stew
@rschooley

Top Replied-To in G6:
@projectlincoln
@ronfilipkowski
@itsjefftiedrich
@joeydrew10
@rachsyme
@actforamerica
@probablynotbutk

Top Replied-To in G7:
@deanobeidallah
@ericboehlert
@ronfilipkowski
@mmpadellan
@timhannan

Top Replied-To in G8:
@davidmweissman
@chipfranklin
@ronfilipkowski
@aaronparnas
@atrupar
@liz_wheeler
@taylerusa
@aaronblake
@conscienceisit
@mucklerscircle

Top Replied-To in G10:
@ronfilipkowski
@mikesington
@rpsagainsttrump
@zaleskiluke
@preetbharara
@scootercasterny
@yvonnerlarry
@taylerusa
@newjeffct
@roshan_rinaldi

Top Mentioned
Top Mentioned in Entire Graph:
@scootercasterny
@tngop
@breitbartnews
@gop
@ronfilipkowski
@yahoo
@forashli
@iamgabesanchez
@faceofblackusa

Top Mentioned in G1:
@scootercasterny
@january6thcmte
@atrupar
@drpaulgosar
@att
@tngop
@heatherthomasaf
@sykescharlie
@poorkelly
@businessinsider

Top Mentioned in G2:
@newsmax
@oann
@washingtonpost
@christopherhahn
@realamvoice
@dabaronvh
@scootercasterny
@avengerresister
@forbes

Top Mentioned in G3:
@mmpadellan
@degrassi420
@jetdoc87
@deathmetalv
@rdiditagain

Top Mentioned in G4:
@iamgabesanchez
@tngop
@allingjesse
@mishabendavid
@avengerresister
@joerich44
@flyfishcedarci1
@scootercasterny
@clairermassey
@bytemandave

Top Mentioned in G5:
@chipfranklin
@repadamschiff
@scootercasterny
@breaking911
@jackposobiec
@itsjefftiedrich
@marston4ca42
@heatherthomasaf
@ronfilipkowski
@atrupar

Top Mentioned in G6:
@capitolpolice

Top Mentioned in G7:
@nrsc
@nrcc
@deanobeidallah
@tngop
@malcolmnance

Top Mentioned in G8:
@chipfranklin

Top Mentioned in G9:
@politic_talks
@writing_geeks

Top Mentioned in G10:
@scootercasterny
@ronfilipkowski
@billclinton
@matthewrozsa
@theblansh
@forashli
@occupyonelove
@yahoonews
@vespawoman28
@freekyleusa

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dolartoday
@rashidaldosari
@threadreaderapp
@s9tmt
@federicoalves
@monicasloves
@tinamarie_80s
@mattmurph24
@roblwilson

Top Tweeters in G1:
@missb62
@tinamarie_80s
@mattmurph24
@serendipitysays
@phillip92321
@sddphoto
@akuma_river
@teram323tere
@frecklesxx20
@firefire100

Top Tweeters in G2:
@rashidaldosari
@independent
@patriotmarie
@thehill
@beank511
@blisstabitha
@hugofeijo
@maegan_laporte
@thereseosulliv2
@sigstarget

Top Tweeters in G3:
@debilu2
@micjojd
@davidpsdem
@nakesha_horsey
@cynicalvision50
@tatzanx
@naughtywriter2
@suzannelepage1
@danskinnerart
@safarisara

Top Tweeters in G4:
@monicasloves
@yarosisnancy
@lechatnoire4
@princessbravato
@ajgma
@aclaysuper
@leighlike1234
@gumboqueen3030
@betzmyboyblue11
@fourwitthefive

Top Tweeters in G5:
@kristafrances
@jorge_c_ny
@hardknoxfirst
@vmbritsch
@markburgerenerg
@nasty_woman2
@carriesweet2017
@geostompx
@loraanem
@1ajbarrett

Top Tweeters in G6:
@dolartoday
@federicoalves
@mckbirdbks
@marthalynneowe1
@aluizcosta
@enrico056
@all435reps
@rleas
@kcolaizzo
@jinxy_minxy

Top Tweeters in G7:
@s9tmt
@roblwilson
@bannerite
@manmet80
@shadowdogdesign
@linda1746
@rustymk2
@tallyannae
@rosiem1919
@bukiwilliams

Top Tweeters in G8:
@inspiteoftrump
@phendricks71
@jcmarbury
@familygrowing1
@smilan317
@stacymichelleb
@hermitme1
@bellablue1060
@ewindham3
@bfm4440

Top Tweeters in G9:
@new_narrative
@jimpolk
@mapocoloco
@johnapp63499667
@knittingknots
@janattheocean
@dian5
@sweetnonnie
@freehawk
@omahagemgirl

Top Tweeters in G10:
@threadreaderapp
@kenkircher1
@lesleygsmith3
@katcapps
@unlewis
@sylviaz1913
@iveyjanette_207
@blackphysicists
@sallyagale
@skepmi