Louisville, Twitter, 9/26/2020 12:59:40 PM, 236052
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Louisville_2020-09-26_04-55-39.xlsx
Louisville_2020-09-26_04-55-39.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 26, 2020
Short Description:
Louisville via NodeXL https://bit.ly/2FSUH4B
@venturareport
@mrandyngo
@postcards4usa
@bgonthescene
@sethdunlap
@johncardillo
@lmpd
@charliekirk11
@riders1friend2
@jeligon

Top hashtags:
#blm
#louisville
#breonnataylor
#rememberattica
#louisvilleprotests
#foxnews

Description:
Description
The graph represents a network of 16,705 Twitter users whose recent tweets contained "Louisville", 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 Saturday, 26 September 2020 at 12:30 UTC.

The tweets in the network were tweeted over the 7-hour, 57-minute period from Saturday, 26 September 2020 at 03:58 UTC to Saturday, 26 September 2020 at 11:55 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 : 16705
Unique Edges : 24360
Edges With Duplicates : 2762
Total Edges : 27122
Number of Edge Types : 5
Retweet : 15840
Tweet : 2428
MentionsInRetweet : 6357
Mentions : 1546
Replies to : 951
Self-Loops : 2489
Reciprocated Vertex Pair Ratio : 0.00179242062137248
Reciprocated Edge Ratio : 0.00357842719604669
Connected Components : 1628
Single-Vertex Connected Components : 893
Maximum Vertices in a Connected Component : 13521
Maximum Edges in a Connected Component : 23649
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.115757
Graph Density : 8.412404343573E-05
Modularity : 0.751726
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 16,705 Twitter users whose recent tweets contained "Louisville", 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 Saturday, 26 September 2020 at 12:30 UTC.

The tweets in the network were tweeted over the 7-hour, 57-minute period from Saturday, 26 September 2020 at 03:58 UTC to Saturday, 26 September 2020 at 11:55 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 : Louisville
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:
[906] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[513] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[222] https://twitter.com/CNN/status/1309680132781731841
[176] https://twitter.com/i/events/1308914992368893952
[154] https://dailycaller.com/2020/09/25/kentucky-democratic-lawmaker-arrested-louisville-riots-attica-scott/
[135] https://www.foxnews.com/us/louisville-antifa-black-lives-matter-email-retire
[121] https://twitter.com/RyanVanVelzer/status/1308924843539169280
[107] https://twitter.com/simplypeachy__/status/1309126842952151046
[92] https://trib.al/HmY22zZ
[91] https://www.newsweek.com/blm-louisville-calls-mayor-fischer-resign-lists-5-other-demands-after-breonna-taylor-decision-1533962

Top URLs in Tweet in G1:
[12] https://www.wlky.com/article/lmpd-officer-wounded-in-downtown-shooting/34133637
[6] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[5] https://dcdirtylaundry.com/black-lives-matter-supporter-shoots-dead-three-innocent-people-at-a-bar-in-louisville/
[4] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[4] https://www.breitbart.com/politics/2020/09/25/we-are-going-to-war-some-armed-protesters-gather-in-louisville-days-after-officers-shot/
[3] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/
[2] https://www.newschannel5.com/news/newschannel-5-investigates/antifa-organizer-discusses-movements-role-in-protests
[2] https://twitter.com/CNN/status/1309680132781731841
[2] https://www.lawofficer.com/louisville-police-major-who-calls-blm-protesters-punks-is-relieved-of-duty/
[2] https://tweetedtimes.com/TheBeowulf?s=tnp

Top URLs in Tweet in G2:
[72] https://twitter.com/fbrucewilliams/status/1309662384026517504
[38] https://www.wlky.com/article/both-lmpd-officers-shot-in-downtown-louisville-expected-to-recover/34145371
[30] https://www.usatoday.com/story/news/nation/2020/09/25/breonna-taylor-protesters-again-gather-louisville/3533902001/
[19] https://www.thedailybeast.com/attica-scott-who-authored-breonnas-law-arrested-at-louisville-protests?via=twitter_page
[18] https://dailycaller.com/2020/09/25/kentucky-democratic-lawmaker-arrested-louisville-riots-attica-scott/
[13] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[12] https://twitter.com/i/events/1308914992368893952
[12] https://www.reuters.com/article/us-global-race-usa-louisville-report/louisville-police-officers-cleared-of-criminal-charges-in-breonna-taylor-death-idUSKCN26E2KZ
[10] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[10] https://www.ibtimes.sg/who-larynzo-johnson-arrested-louisville-cops-shooter-may-face-attempt-murder-charge-51873?utm_campaign=/who-larynzo-johnson-arrested-louisville-cops-shooter-may-face-attempt-murder-charge-51873

Top URLs in Tweet in G3:
[152] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[86] https://twitter.com/i/events/1308914992368893952
[39] https://www.foxnews.com/us/louisville-antifa-black-lives-matter-email-retire
[16] https://www.usatoday.com/story/news/nation/2020/09/25/breonna-taylor-protesters-again-gather-louisville/3533902001/
[12] https://www.theguardian.com/us-news/2020/sep/25/breonna-taylor-family-speak-about-police-killings-after-jury-decision-we-are-never-safe?CMP=share_btn_tw
[12] https://www.dailymail.co.uk/news/article-8774681/Kamala-Harris-slammed-claims-BLM-protests-violent-unrest-essential-keeping-police-check.html
[10] https://www.cnn.com/2020/09/25/us/louisville-police-major-relieved-command/index.html
[8] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[8] https://www.espn.com/mens-college-basketball/story/_/id/29973583/louisville-cardinals-basketball-players-coach-chris-mack-lead-march-call-unity?utm_source=dlvr.it&utm_medium=twitter
[6] https://twitter.com/FBruceWilliams/status/1309662384026517504

Top URLs in Tweet in G4:
[48] https://twitter.com/LFPLUnion/status/1309361090833387520
[9] https://www.ktvu.com/news/breonna-taylor-case-family-demands-release-of-evidence
[6] https://www.essence.com/news/politics/attica-scott-arrested-rioting-breonna-taylor/
[5] https://twitter.com/blackhousenew/status/1309539885775228930
[5] https://twitter.com/i/events/1308914992368893952
[4] https://bailproject.org/louisville/?form=donate
[2] https://wfpl.org/louisville-jail-restores-inmate-log-after-two-days-of-protests-chaos/
[2] https://www.essence.com/news/raven-symone-dragged-comments-hip-hop-news-roundup?utm_campaign=essence&utm_source=twitter.com&utm_medium=social&xid=essence_socialflow_twitter
[2] https://twitter.com/ajplus/status/1309463852283834374
[1] https://trib.al/yUYPIE1

Top URLs in Tweet in G5:
[429] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[202] https://twitter.com/CNN/status/1309680132781731841
[29] https://davidharrisjr.com/eric/sjw-church-in-louisville-opens-doors-as-sanctuary-for-rioters-blm-anarchists-threaten-to-beat-up-white-people-if-they-didnt-leave-now/
[28] https://thefederalist.com/2020/09/25/tucker-carlson-names-the-rich-ceos-funding-supplies-bail-for-louisville-rioters/
[25] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[8] https://djhjmedia.com/caitlin-bassett/democrat-state-rep-arrested-charged-with-rioting-during-louisville-protest/
[8] https://www.foxnews.com/us/louisville-antifa-black-lives-matter-email-retire
[5] https://twitter.com/BGOnTheScene/status/1309703025536258053
[4] https://www.courier-journal.com/story/news/local/2020/08/01/louisville-cuban-community-rally-support-la-bodeguita-de-mima/5562669002/
[3] https://twitter.com/BGOnTheScene/status/1309687238696071169

Top URLs in Tweet in G6:
[56] https://www.lawofficer.com/louisville-police-major-who-calls-blm-protesters-punks-is-relieved-of-duty/
[45] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[39] https://hannity.com/media-room/caught-red-handed-woman-who-rented-the-u-haul-full-of-weapons-in-louisville-may-have-ties-to-soros/#.X22rk89wTZo.twitter
[30] https://nationalfile.com/bail-project-tied-to-antifa-u-haul-received-millions-from-bill-gates-umg-jack-dorsey-among-others/
[18] https://nationalfile.com/twitters-jack-dorsey-funds-bail-project-linked-to-u-haul-providing-supplies-to-louisville-rioters/
[15] https://dailycaller.com/2020/09/25/kentucky-democratic-lawmaker-arrested-louisville-riots-attica-scott/
[15] https://trib.al/SerDkiu
[15] https://www.breitbart.com/politics/2020/09/25/we-are-going-to-war-some-armed-protesters-gather-in-louisville-days-after-officers-shot/
[14] https://www.foxnews.com/us/louisville-antifa-black-lives-matter-email-retire
[14] https://www.thegatewaypundit.com/2020/09/u-haul-seen-distributing-shields-weapons-louisville-rioters-rented-holly-zoller-louisville-bail-project/

Top URLs in Tweet in G7:
[282] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[36] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[31] https://www.washingtonexaminer.com/news/louisville-police-major-who-criticized-black-lives-matter-and-antifa-relieved-of-duties
[18] https://www.thegatewaypundit.com/2020/09/black-lives-matter-activist-wearing-justice-beonna-taylor-shirt-walked-louisville-bar-murdered-three-people/
[17] https://www.washingtonexaminer.com/news/democratic-state-lawmaker-arrested-and-charged-with-felony-in-louisville-riots
[13] https://www.nationalistreview.net/2020/09/23/video-we-handed-out-supplies-anarchist-agent-holly-zoller-behind-u-haul-brought-to-louisville-riot/
[12] https://www.youtube.com/watch?v=iEoSNs9JUdA&feature=youtu.be

[8] https://twitter.com/JoeBiden/status/1308965630104616961
[7] https://andmagazine.com/talk/2020/09/24/the-rich-people-who-rent-u-hauls-for-riots-in-louisville-where-cops-get-killed/
[6] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/

Top URLs in Tweet in G8:
[103] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[28] https://podcasts.apple.com/us/podcast/the-charlie-kirk-show/id1460600818?i=1000476401074
[14] https://andmagazine.com/talk/2020/09/24/the-rich-people-who-rent-u-hauls-for-riots-in-louisville-where-cops-get-killed/
[7] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[5] https://twitter.com/CNN/status/1309680132781731841
[4] https://thefederalist.com/2020/09/25/tucker-carlson-names-the-rich-ceos-funding-supplies-bail-for-louisville-rioters/#.X28BJ_P3We8.twitter
[3] https://www.thegatewaypundit.com/2020/09/u-haul-seen-distributing-shields-weapons-louisville-rioters-rented-holly-zoller-louisville-bail-project/
[3] https://www.dailymail.co.uk/news/article-8774827/Moment-Louisville-gunman-26-waves-gun-firing-FOURTEEN-shots-cops.html
[2] https://twitter.com/i/events/1308914992368893952
[2] https://amp.dailycaller.com/2020/09/25/kentucky-democratic-lawmaker-arrested-louisville-riots-attica-scott?__twitter_impression=true

Top URLs in Tweet in G9:
[33] https://www.wdrb.com/news/louisville-protests-friday-end-with-lmpd-making-arrests-after-curfew/article_75ae9098-ffa3-11ea-92e2-aba96fd4fd13.html
[4] https://twitter.com/mikebrestdc/status/1309162250264096769
[2] https://twitter.com/HunterJCullen/status/1308142461852811267
[2] https://afgj.salsalabs.org/louisvillebailfund/index.html
[1] https://www.thedailybeast.com/attica-scott-who-authored-breonnas-law-arrested-at-louisville-protests?via=twitter_page
[1] https://nypost.com/2020/09/25/louisville-cop-who-called-blm-protesters-punks-relieved-of-duty/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://trib.al/HmY22zZ
[1] https://www.facebook.com/UpriseRI/videos/3500013300044594
[1] https://www.whas11.com/article/news/investigations/breonna-taylor-case/breonna-taylor-decision-no-knock-warrant-louisville-officers-announced-attorney-general/417-7dd8174f-53f1-4af6-8baf-c36eb4bd7cc1

Top URLs in Tweet in G10:
[155] https://www.foxnews.com/politics/kamala-harris-blm-protests-louisville
[82] https://www.newsweek.com/blm-louisville-calls-mayor-fischer-resign-lists-5-other-demands-after-breonna-taylor-decision-1533962
[37] https://www.cnn.com/2020/09/24/us/louisville-breonna-taylor-officers-indictment-protests/index.html
[31] https://nypost.com/2020/09/24/louisville-police-major-labels-protesters-as-punks-in-email/
[23] https://www.foxnews.com/us/louisville-antifa-black-lives-matter-email-retire
[12] https://twitter.com/bettedavisi/status/1309644846064373761
[10] https://www.newsbreakapp.com/n/0X6oJ3JO?pd=02V08NbC&s=i2
[8] https://www.lawofficer.com/louisville-police-major-who-calls-blm-protesters-punks-is-relieved-of-duty/
[8] https://www.foxnews.com/us/breonna-taylors-mother-reacts-grand-jury-decision
[7] https://twitter.com/BGOnTheScene/status/1309307503260438528

Top Domains
Top Domains in Tweet in Entire Graph:
[1309] twitter.com
[1092] foxnews.com
[606] nypost.com
[231] trib.al
[194] dailycaller.com
[160] apnews.com
[147] youtube.com
[140] co.uk
[134] thegatewaypundit.com
[121] usatoday.com

Top Domains in Tweet in G1:
[12] wlky.com
[9] twitter.com
[8] foxnews.com
[7] nypost.com
[5] dcdirtylaundry.com
[4] tweetedtimes.com
[4] breitbart.com
[2] newschannel5.com
[2] lawofficer.com
[2] trib.al

Top Domains in Tweet in G2:
[158] twitter.com
[55] courier-journal.com
[39] wlky.com
[35] thedailybeast.com
[34] usatoday.com
[34] reuters.com
[29] dailycaller.com
[26] fbi.gov
[19] foxnews.com
[19] whas11.com

Top Domains in Tweet in G3:
[196] foxnews.com
[151] twitter.com
[30] co.uk
[26] cnn.com
[21] usatoday.com
[20] youtube.com
[19] theguardian.com
[13] instagram.com
[13] nytimes.com
[11] espn.com

Top Domains in Tweet in G4:
[60] twitter.com
[9] ktvu.com
[8] essence.com
[4] bailproject.org
[2] wfpl.org
[1] trib.al
[1] thedailybeast.com
[1] nypost.com
[1] usatoday.com
[1] wdrb.com

Top Domains in Tweet in G5:
[430] nypost.com
[218] twitter.com
[33] foxnews.com
[31] davidharrisjr.com
[28] thefederalist.com
[8] djhjmedia.com
[5] infowars.com
[4] courier-journal.com
[3] dailycaller.com
[3] thepostmillennial.com

Top Domains in Tweet in G6:
[78] thegatewaypundit.com
[69] foxnews.com
[62] breitbart.com
[56] lawofficer.com
[48] nationalfile.com
[39] hannity.com
[37] twitter.com
[23] trib.al
[15] dailycaller.com
[14] thedcpatriot.com

Top Domains in Tweet in G7:
[287] foxnews.com
[48] nypost.com
[48] washingtonexaminer.com
[26] twitter.com
[19] thegatewaypundit.com
[14] youtube.com
[13] nationalistreview.net
[7] andmagazine.com
[6] dailycaller.com
[4] lawofficer.com

Top Domains in Tweet in G8:
[104] foxnews.com
[28] apple.com
[14] andmagazine.com
[7] twitter.com
[7] thegatewaypundit.com
[7] nypost.com
[4] thefederalist.com
[3] co.uk
[2] dailycaller.com
[2] breitbart.com

Top Domains in Tweet in G9:
[33] wdrb.com
[6] twitter.com
[2] salsalabs.org
[1] thedailybeast.com
[1] nypost.com
[1] trib.al
[1] facebook.com
[1] whas11.com

Top Domains in Tweet in G10:
[186] foxnews.com
[82] newsweek.com
[37] cnn.com
[36] nypost.com
[23] twitter.com
[10] newsbreakapp.com
[8] lawofficer.com
[3] thegatewaypundit.com
[3] newsbreak.com
[3] washingtonexaminer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3391] blm
[3304] louisville
[1403] breonnataylor
[849] rememberattica
[652] louisvilleprotests
[494] foxnews
[308] blacklivesmatter
[231] louisvilleprotest
[186] usa
[179] nopuedorespirar



Top Hashtags in Tweet in G1:
[2852] blm
[209] louisville
[69] louisvilleprotests
[35] breonnataylor
[33] blacklivesmatter
[27] louisvilleprotest
[26] 2a
[18] militia
[10] lmpd
[6] antifa

Top Hashtags in Tweet in G2:
[1334] louisville
[956] breonnataylor
[408] louisvilleprotests
[162] louisvilleprotest
[126] blacklivesmatter
[101] blm
[100] 2a
[95] lmpd
[76] justiceforbreonnataylor
[59] militia

Top Hashtags in Tweet in G3:
[66] louisville
[41] foxnews
[29] blm
[21] breonnataylor
[20] blacklivesmatter
[11] justiceforbreonnataylor
[9] louisvilleprotests
[8] antifa
[6] vote
[6] kentucky

Top Hashtags in Tweet in G4:
[816] rememberattica
[788] louisville
[15] breonnataylor
[11] louisvilleprotests
[9] watch
[9] video
[9] friday
[9] breonnataylorprotests
[5] dcprotests
[3] blm

Top Hashtags in Tweet in G5:
[101] blm
[38] louisville
[16] louisvilleprotests
[9] louisvilleprotest
[7] 2a
[6] lmpd
[5] breonnataylor
[4] militia
[4] blmriots
[3] blacklivesmatter

Top Hashtags in Tweet in G6:
[55] louisville
[45] foxnews
[26] breonnataylor
[19] veteran
[19] blm
[17] antifa
[17] lmpd
[13] pridenews1
[12] blacklivesmatter
[11] pridefamily

Top Hashtags in Tweet in G7:
[148] foxnews
[47] blm
[20] blmantifaterroriststhugs
[17] voteredtosaveamerica2020
[17] louisville
[13] hollyzoller
[8] backtheblue
[6] louisvilleprotests
[4] 2a
[4] thugs

Top Hashtags in Tweet in G8:
[34] blm
[20] louisville
[14] foxnews
[14] louisvilleprotests
[9] breonnataylor
[3] louisvilleprotest
[2] tornadotrump
[2] blacklivesmatter
[2] 2a
[1] secorieaturner

Top Hashtags in Tweet in G9:
[12] louisville
[5] rememberattica
[2] breonnataylor
[1] louisvilleprotests
[1] 2a
[1] militia
[1] blacklivesmatter
[1] breonnataylormatters

Top Hashtags in Tweet in G10:
[162] foxnews
[88] louisville
[74] tornadotrump
[37] blm
[3] votered
[3] louisvilleprotests
[2] 2a
[2] backtheblue
[2] lawandorder
[1] trump2020

Top Words
Top Words in Tweet in Entire Graph:
[14577] louisville
[6981] protesters
[6789] black
[4709] police
[4113] lives
[4082] matter
[3546] set
[3524] building
[3427] blm
[3398] breonna

Top Words in Tweet in G1:
[2951] louisville
[2923] protesters
[2907] building
[2878] black
[2862] venturareport
[2860] lives
[2860] matter
[2858] business
[2858] owner
[2850] ask

Top Words in Tweet in G2:
[1370] protesters
[1365] louisville
[1334] #louisville
[956] #breonnataylor
[704] church
[567] police
[408] #louisvilleprotests
[390] 4th
[349] curfew
[343] cops

Top Words in Tweet in G3:
[717] louisville
[299] protests
[231] police
[230] breonna
[224] taylor
[202] blm
[157] harris
[154] kamala
[145] 'essential'
[138] change

Top Words in Tweet in G4:
[818] attica
[818] scott
[816] #rememberattica
[792] breonna
[788] #louisville
[781] kentucky
[776] black
[772] right
[771] woman
[771] riot

Top Words in Tweet in G5:
[877] louisville
[640] relieved
[634] cop
[537] protesters
[499] blm
[436] being
[435] one
[432] riot
[430] called
[430] destroy

Top Words in Tweet in G6:
[711] louisville
[246] police
[187] shot
[184] officers
[145] blm
[141] haul
[126] rioters
[119] both
[114] protesters
[112] bail

Top Words in Tweet in G7:
[475] louisville
[454] blm
[347] kamala
[326] harris
[281] protests
[262] change
[260] ongoing
[254] 'essential'
[250] praises
[228] black

Top Words in Tweet in G8:
[813] police
[794] blm
[787] black
[736] shot
[726] officer
[722] inc
[570] louisville
[367] two
[363] man
[361] activist

Top Words in Tweet in G9:
[946] protesters
[929] grenading
[898] peaceful
[531] louisville
[488] police
[481] chemicals
[472] munitions
[450] sure
[449] asked
[449] violence

Top Words in Tweet in G10:
[455] blm
[275] louisville
[242] black
[184] breonna
[165] damn
[165] sure
[164] wouldn
[164] claim
[162] #foxnews
[157] kamala

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4063] black,lives
[4059] lives,matter
[3348] business,owner
[3184] confront,business
[3184] owner,guarding
[3184] guarding,building
[3183] supports,black
[3182] building,ask
[3182] ask,set
[3182] set,questions

Top Word Pairs in Tweet in G1:
[2860] black,lives
[2860] lives,matter
[2858] business,owner
[2833] louisville,#blm
[2833] #blm,protesters
[2833] protesters,confront
[2833] confront,business
[2833] owner,guarding
[2833] guarding,building
[2833] building,ask

Top Word Pairs in Tweet in G2:
[360] #louisville,#louisvilleprotests
[306] line,cops
[196] #louisville,protesters
[188] #louisvilleprotests,#breonnataylor
[187] breonna,taylor
[186] louisville,protesters
[174] flash,bangs
[171] #louisville,#breonnataylor
[171] tonight,solidarity
[171] solidarity,louisville

Top Word Pairs in Tweet in G3:
[212] breonna,taylor
[143] kamala,harris
[131] protests,'essential'
[131] 'essential',change
[130] louisville,police
[128] praises,blm
[128] blm,ongoing
[127] harris,praises
[127] ongoing,protests
[99] taylor,decision

Top Word Pairs in Tweet in G4:
[818] attica,scott
[771] black,woman
[770] breonna,law
[770] knock,warrants
[769] kentucky,state
[768] scott,lone
[768] lone,black
[768] woman,kentucky
[768] state,legislature
[768] legislature,author

Top Word Pairs in Tweet in G5:
[633] louisville,cop
[429] cop,called
[429] called,blm
[429] blm,protesters
[429] protesters,'punks'
[429] 'punks',relieved
[429] relieved,duty
[429] duty,riot
[429] riot,loot
[429] loot,destroy

Top Word Pairs in Tweet in G6:
[103] bail,project
[97] officers,shot
[93] weapons,louisville
[88] louisville,police
[77] police,officer
[62] shot,police
[60] relieved,duty
[60] man,shot
[60] attempted,murder
[58] blm,protesters

Top Word Pairs in Tweet in G7:
[260] ongoing,protests
[259] kamala,harris
[254] 'essential',change
[248] blm,ongoing
[247] praises,blm
[245] harris,praises
[241] protests,'essential'
[210] lives,matter
[206] black,lives
[142] change,#foxnews

Top Word Pairs in Tweet in G8:
[725] police,officer
[722] blm,inc
[365] louisville,police
[362] shot,police
[361] man,shot
[360] black,louisville
[360] care,black
[359] officer,robinson
[359] robinson,desroches
[359] desroches,shot

Top Word Pairs in Tweet in G9:
[896] grenading,peaceful
[896] peaceful,protesters
[480] louisville,police
[448] police,grenading
[448] protesters,failed
[448] failed,stay
[448] stay,sidewalks
[448] sidewalks,asked
[448] asked,captain
[448] captain,admitted

Top Word Pairs in Tweet in G10:
[164] damn,sure
[164] sure,wouldn
[155] praises,blm
[155] blm,ongoing
[155] ongoing,protests
[154] kamala,harris
[154] harris,praises
[132] protests,essential
[132] essential,change
[132] change,right

Top Replied-To
Top Replied-To in Entire Graph:
@bettedavisi
@breannamorello
@bucksexton
@realdonaldtrump
@mrandyngo
@nypost
@privilegedlydia
@willymasterson
@andrewrsorkin
@atticascott4ky

Top Replied-To in G1:
@mrandyngo
@preservedemocr2
@brittany3l
@smugadversary
@doccreque

Top Replied-To in G2:
@atticascott4ky
@shelbytalcott
@bgonthescene
@natpoliceassoc
@hayesgardner
@ljthafiasc0
@mrandyngo
@kingjames
@lmpd
@streeterwx

Top Replied-To in G3:

Top Replied-To in G4:
@teranull
@ktvu
@nicktofors
@breathtakinwood

Top Replied-To in G5:
@johncardillo
@markdice
@ageneralghost
@zayskibop
@davidjharrisjr
@zhynaryll
@nypost
@jackposobiec
@livesmattershow
@bgonthescene

Top Replied-To in G6:
@realdonaldtrump
@andrewrsorkin
@bailproject
@israelandusa
@joebiden
@tomfitton
@hoffmanhopes
@megynkelly
@realmattcouch

Top Replied-To in G7:
@breannamorello
@nypost
@privilegedlydia
@thehill
@kamalaharris
@markw_mead
@mattwalshblog
@inteldotwav
@caesarpodcast
@jujukitty3

Top Replied-To in G8:
@iammix24
@anncoulter
@ryanafournier
@christafalo
@colemanyoung
@bettedavisi
@senkisms32
@cerdicconan
@charliekirk11

Top Replied-To in G9:
@seaprotestnet
@devereauxfoxy
@bamasbackontop
@secti0n31
@not_swccem
@aw_wingate

Top Replied-To in G10:
@bettedavisi
@policeofficer
@jamay_a
@spike7273
@sparis1989
@tombstonewyatt
@gracesaldanaa
@tejupen
@hphan22
@teaandscones2

Top Mentioned
Top Mentioned in Entire Graph:
@venturareport
@lmpd
@cbsnewyork
@wlky
@louisvillemayor
@kyoag
@govandybeshear
@realdonaldtrump
@mbachelet
@fbrucewilliams

Top Mentioned in G1:
@venturareport
@bgonthescene
@mrandyngo
@lmpd
@uhaul
@shelbytalcott
@smugadversary
@notwrongearly
@realblairnelson
@kittylists

Top Mentioned in G2:
@lmpd
@cbsnewyork
@wlky
@fbrucewilliams
@venturareport
@atticascott4ky
@realblairnelson
@whas11
@courierjournal
@usatoday

Top Mentioned in G3:
@reformgab
@elimparcialcom

Top Mentioned in G4:
@booker4ky
@ktvu
@oaklandpoliceca
@realkhivequeenb
@lmpd
@wfplnews

Top Mentioned in G5:
@venturareport
@sherry77votered
@johncardillo
@kittylists
@bostonuniv1987
@louisvillemayor
@elijahschaffer
@coast4life

Top Mentioned in G6:
@realdonaldtrump
@gatewaypundit
@nationalfile
@seanhannity
@breitbartnews
@jack
@venturareport
@thejusticedept
@potus
@bluelivesmtr

Top Mentioned in G7:
@venturareport
@kamalaharris
@nypost
@joebiden
@thehill
@speakerpelosi
@livesmattershow
@tuckercarlson
@warroompandemic
@susqcofortrump

Top Mentioned in G8:
@venturareport
@joebiden
@bgonthescene
@athenz
@doc77love
@charliekirk11
@lifezette
@rhodesmarlina
@ryanafournier
@breitbartnews

Top Mentioned in G9:
@virgiltexas
@losdrogas
@kyoag
@sethdunlap
@feralasswolf
@georgesoros
@popehat
@trogdor8768
@greg_doucette

Top Mentioned in G10:
@venturareport
@bettedavisi
@vicki2273
@bgonthescene
@kyoag
@kygop
@andybeshearky
@govandybeshear
@breitbartnews
@lvank

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@pulpnews
@tomthunkitsmind
@barntiques859
@filafresh
@rashidaldosari
@gocoo_59
@gocoo
@yuuji_k1
@sportsbookbtc

Top Tweeters in G1:
@fasting39
@truckerbooman
@inabsentia9
@mmarty1230
@guardian_elite
@ocraziocornpop
@schwingcat
@heidiec5
@hlaurora63
@gesanda

Top Tweeters in G2:
@barntiques859
@thereal_rebel
@twitlertwit
@gpwriter
@hijcp
@usatopguns
@reuters
@pitoloco2021
@walmart
@asmith702

Top Tweeters in G3:
@pulpnews
@tomthunkitsmind
@sportsbookbtc
@elpoliticonews
@politicalhedge
@davidpapp
@treporta
@cbinflux
@garthworld
@haccordingly

Top Tweeters in G4:
@n7irl
@betterw05759703
@boerneaj
@mlczone
@yayayarndiva
@pgrandee10
@___missg
@zardoz420wpn
@reagangomez
@opinionjaded

Top Tweeters in G5:
@scribbledpages1
@hwholcomb
@jennifer_0780
@danaboos3
@latamfr
@libertylady44
@taxpayers1234
@marsha9753
@biswasranit
@woobietuesday

Top Tweeters in G6:
@chris_1791
@theagood
@yojudenz
@darhar981
@casey2513
@magannohate
@dunbdav
@bamaperry
@michaelbarger1
@lindasuhler

Top Tweeters in G7:
@miltonespinozaf
@thehill
@tammywalt61
@shoutgracegrace
@saveusrepublic2
@5b20be6386164f8
@harrellryan1
@organic2016
@fight4freedom72
@jeannie_hartley

Top Tweeters in G8:
@quicksilver2723
@leeleemunster
@drwilda
@zhuxudong5
@phyllishart16
@laurelcatherine
@casuperrunner
@7777myname
@chass2008
@dennygirltwo

Top Tweeters in G9:
@radlein
@emccoy_writer
@katelaity
@570karen
@jayfrom88
@crooow1
@aspeed
@loansundman
@wydmindfeersart
@alasdairstuart

Top Tweeters in G10:
@lynn_weiser
@mboksr_maga
@janmareesmith2
@nanaoxford
@cherrybaysb
@phenicemccall
@lindamac12steps
@rockonohio
@serd1983
@gaye_gallops


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