Floyd, Twitter, 4/18/2021 10:06:45 PM, 253052
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Floyd_2021-04-18_13-32-45.xlsx
Floyd_2021-04-18_13-32-45.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 18, 2021
Short Description:
Floyd via NodeXL https://bit.ly/3grjfS9
@mrandyngo
@marklutchman
@wojespn
@crewcrew
@timcast
@ap
@repmaxinewaters
@theleoterrell
@tony27938620
@charheb11

Top hashtags:
#blm
#antifa
#foxnews
#georgefloyd
#derekchauvintrial
#blacklivesmatter
#violenceisnottheanswer

Description:
Description
The graph represents a network of 18,835 Twitter users whose recent tweets contained "Floyd", 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 Sunday, 18 April 2021 at 21:21 UTC.

The tweets in the network were tweeted over the 6-hour, 45-minute period from Sunday, 18 April 2021 at 13:47 UTC to Sunday, 18 April 2021 at 20:32 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 : 18835
Unique Edges : 21085
Edges With Duplicates : 2763
Total Edges : 23848
Number of Edge Types : 5
Retweet : 12709
Mentions : 3295
Replies to : 3008
Tweet : 3076
MentionsInRetweet : 1760
Self-Loops : 3162
Reciprocated Vertex Pair Ratio : 0.0144285863110741
Reciprocated Edge Ratio : 0.0284467265725289
Connected Components : 2999
Single-Vertex Connected Components : 1486
Maximum Vertices in a Connected Component : 11664
Maximum Edges in a Connected Component : 15150
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.635318
Graph Density : 5.48996120775087E-05
Modularity : 0.80347
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,835 Twitter users whose recent tweets contained "Floyd", 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 Sunday, 18 April 2021 at 21:21 UTC.

The tweets in the network were tweeted over the 6-hour, 45-minute period from Sunday, 18 April 2021 at 13:47 UTC to Sunday, 18 April 2021 at 20:32 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 : Floyd
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2387] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[1304] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[898] https://twitter.com/JackPosobiec/status/1383635117147451417
[842] https://www.espn.com/nba/story/_/id/31283169/sources-nba-tells-teams-ready-impact-verdict-derek-chauvin-trial
[552] https://www.theguardian.com/us-news/2021/apr/17/george-floyd-protesters-charges-citations-analysis
[262] https://www.citizensforethics.org/reports-investigations/crew-investigations/emails-show-deas-covert-surveillance-of-racial-justice-protesters-in-philadelphia-chicago-albuquerque/
[174] https://www.washingtonpost.com/national-security/2021/04/15/dc-guard-helicopter-george-floyd-protest/
[147] https://twitter.com/govtimwalz/status/1382872926462959622
[97] https://www.nytimes.com/2021/04/17/us/police-shootings-killings.html?smid=tw-share
[89] https://www.inquirer.com/news/derek-chauvin-protest-philadelphia-george-floyd-police-national-guard-20210416.html

Top URLs in Tweet in G1:
[180] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[35] http://www.msn.com/en-us/news/us/guilty-verdict-in-chauvin-trial-could-set-precedent-crump-civil-rights-attorney/ar-BB1fMvYK?ocid=st
[24] https://www.nytimes.com/2021/04/17/us/police-shootings-killings.html?smid=tw-share
[15] https://www.theguardian.com/us-news/2021/apr/17/daunte-wright-george-floyd-americas-recurring-tragedy
[12] https://apple.news/AYG7wv0YiQSKBKofMrVqvPQ
[12] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[11] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[9] https://www.nytimes.com/2021/04/17/us/police-shootings-killings.html
[9] https://apnews.com/article/race-and-ethnicity-death-of-daunte-wright-police-minnesota-death-of-george-floyd-49c1cf08ab54f3863c1ba3b0e1557a4d
[7] https://www.usatoday.com/in-depth/opinion/2021/04/18/george-floyd-witnesses-too-scared-to-stop-derek-chauvin-column/7186835002/

Top URLs in Tweet in G2:
[81] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[4] https://twitter.com/JackPosobiec/status/1383635117147451417
[3] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case?cmpid=prn_newsstand
[3] https://foxnews.com/
[2] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[2] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.nowtheendbegins.com/democrat-maxine-waters-tells-biden-voters-take-to-streets-george-floyd-derek-chauvin/
[1] https://apple.news/AYG7wv0YiQSKBKofMrVqvPQ
[1] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case.amp?__twitter_impression=true

Top URLs in Tweet in G3:
[1020] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[5] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[4] https://6abc.com/10525650/?ex_cid=TA_WPVI_TW&taid=607c74565a08ec000132019e&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.nytimes.com/2021/04/17/us/police-shootings-killings.html
[1] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/
[1] https://twitter.com/JackPosobiec/status/1383635117147451417

Top URLs in Tweet in G4:
[1000] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[45] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[30] https://www.youtube.com/watch?v=_JYG86zpGxE&feature=youtu.be

[8] https://pjmedia.com/uncategorized/rick-moran/2021/04/18/rep-maxine-waters-urges-minnesota-protesters-to-stay-on-the-street-if-chauvin-found-innocent-in-floyd-case-n1440771
[8] https://twitter.com/tedcruz/status/1383771278687887366
[6] https://www.westernjournal.com/forensic-pathologist-found-george-floyd-home-amount-fentanyl-meth-overdose/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[4] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[4] https://twitter.com/JackPosobiec/status/1383635117147451417
[3] https://www.break.ma/news/23477297
[2] https://bringmethenews.com/minnesota-news/a-list-of-the-buildings-damaged-looted-in-minneapolis-and-st-paul

Top URLs in Tweet in G5:
[819] https://www.espn.com/nba/story/_/id/31283169/sources-nba-tells-teams-ready-impact-verdict-derek-chauvin-trial
[4] https://twitter.com/clutchpointsapp/status/1383202491890765827
[2] https://twitter.com/lakeshowyo/status/1383213056260329474
[1] https://www.insider.com/minneapolis-police-trained-to-use-neck-restraint-george-floyd-2020-7
[1] https://www.msn.com/en-us/news/us/new-court-docs-say-george-floyd-had-fatal-level-of-fentanyl-in-his-system/ar-BB18pb0p
[1] https://www.badlefthook.com/2021/4/18/22390110/photo-floyd-mayweatherfull-hair-beard-kind-of-weird-boxing-news-2021
[1] https://www.npr.org/sections/trial-over-killing-of-george-floyd/2021/04/15/987599305/watch-live-chauvin-defense-testimony-continues-in-murder-trial
[1] https://www.citizensforethics.org/reports-investigations/crew-investigations/emails-show-deas-covert-surveillance-of-racial-justice-protesters-in-philadelphia-chicago-albuquerque/
[1] https://elpais.com/internacional/2021-04-15/el-expolicia-acusado-de-asesinar-a-george-floyd-se-niega-a-testificar-en-el-juicio.html

Top URLs in Tweet in G6:
[803] https://twitter.com/JackPosobiec/status/1383635117147451417
[56] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[31] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[18] https://twitter.com/dionlimtv/status/1383615178978168833
[5] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/
[5] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/?utm_source=Twitter&utm_medium=PostSideSharingButtons&utm_campaign=websitesharingbuttons
[1] https://apnews.com/article/derek-chauvin-trial-live-updates-05458e47134a4934bc38ce28c7543ebb
[1] https://www.startribune.com/body-found-in-wreckage-of-mpls-pawn-shop-burned-during-george-floyd-unrest/571838681/
[1] https://www.youtube.com/watch?v=_JYG86zpGxE&feature=youtu.be


Top URLs in Tweet in G7:
[237] https://www.citizensforethics.org/reports-investigations/crew-investigations/emails-show-deas-covert-surveillance-of-racial-justice-protesters-in-philadelphia-chicago-albuquerque/
[226] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[150] https://www.washingtonpost.com/national-security/2021/04/15/dc-guard-helicopter-george-floyd-protest/
[30] https://twitter.com/JackPosobiec/status/1383635117147451417
[26] https://www.npr.org/sections/trial-over-killing-of-george-floyd/2021/04/12/986444151/chauvin-trial-judge-denies-request-for-jury-sequestration-after-police-shooting
[18] https://www.thegatewaypundit.com/2021/04/horror-vandals-hurl-decapitated-pigs-head-splatter-pigs-blood-former-home-officer-brodd-testified-george-floyd-trial-week/
[15] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[11] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case.amp?__twitter_impression=true
[10] https://twitter.com/johncardillo/status/1383798056802340868
[6] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case?cmpid=prn_newsstand

Top URLs in Tweet in G8:
[463] https://www.theguardian.com/us-news/2021/apr/17/george-floyd-protesters-charges-citations-analysis
[12] https://www.washingtonpost.com/national-security/george-floyd-protests-nypd/2021/04/14/cf490714-9c8d-11eb-b7a8-014b14aeb9e4_story.html
[4] https://cwc.im/DaunteWright
[4] https://twitter.com/NickAtNews/status/1383257520840445953
[4] https://www.washingtonpost.com/national-security/2021/04/15/dc-guard-helicopter-george-floyd-protest/
[3] https://twitter.com/RWParlerWatch/status/1383774564702846976
[2] https://www.nytimes.com/2021/04/17/us/police-shootings-killings.html
[2] https://www.citizensforethics.org/reports-investigations/crew-investigations/emails-show-deas-covert-surveillance-of-racial-justice-protesters-in-philadelphia-chicago-albuquerque/
[2] https://www.nbc12.com/2020/07/29/police-man-linked-white-supremacy-group-sparked-minneapolis-riots-over-floyd/
[2] https://twitter.com/AFriendlyDad/status/1383781348985360392

Top URLs in Tweet in G9:
[65] https://www.foxnews.com/politics/maxine-waters-urges-minnesota-anti-police-crowd-to-stay-on-the-street-if-chauvin-acquitted-in-floyd-case
[19] https://www.nytimes.com/2021/04/18/us/police-reform-bills.html
[11] https://www.goodmorningamerica.com/news/video/closing-arguments-derek-chauvin-trial-begin-tomorrow-77148094
[8] https://www.startribune.com/police-umbrella-man-was-a-white-supremacist-trying-to-incite-floyd-rioting/571932272/
[8] https://sahanjournal.com/the-killing-of-george-floyd/chauvin-george-floyd-trial-jury-instructions/
[7] https://trib.al/IT1FcXZ
[7] https://www.theguardian.com/world/2020/oct/23/texas-boogaloo-boi-minneapolis-police-building-george-floyd
[7] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[6] https://trib.al/byqHeFI
[6] https://trib.al/3jtz0Ax

Top URLs in Tweet in G10:
[62] http://trib.al/hmfEhDv
[58] https://www.theroot.com/defense-expert-in-derek-chauvin-trial-accused-in-maryla-1846708761?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot
[11] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/
[6] https://www.espn.com/nba/story/_/id/31283169/sources-nba-tells-teams-ready-impact-verdict-derek-chauvin-trial
[6] https://Twitter.com/r0xie_f0x
[5] https://www.washingtonpost.com/opinions/were-stuck-in-a-loop-of-death-until-we-address-policing-this-netflix-short-showcases-that/2021/04/13/6f63167c-9c7f-11eb-8005-bffc3a39f6d3_story.html
[3] https://apnews.com/article/d0704d545734235c4a8009d9e126dd66
[3] https://www.washingtonpost.com/national-security/2021/04/15/dc-guard-helicopter-george-floyd-protest/
[2] https://www.theguardian.com/us-news/2021/apr/17/george-floyd-protesters-charges-citations-analysis
[2] https://sanfrancisco.cbslocal.com/2021/04/18/george-floyd-derrick-chauvin-defense-witness-vandals-smear-pig-blood-home-santa-rosa/?utm_campaign=snd-autopilot

Top Domains
Top Domains in Tweet in Entire Graph:
[2468] foxnews.com
[1854] twitter.com
[1344] cbslocal.com
[845] espn.com
[666] theguardian.com
[284] nytimes.com
[262] citizensforethics.org
[236] youtube.com
[205] washingtonpost.com
[139] trib.al

Top Domains in Tweet in G1:
[185] foxnews.com
[160] twitter.com
[47] msn.com
[45] nytimes.com
[34] theguardian.com
[29] youtube.com
[21] thegatewaypundit.com
[19] apple.news
[15] apnews.com
[14] cbslocal.com

Top Domains in Tweet in G2:
[88] foxnews.com
[4] twitter.com
[2] cbslocal.com
[2] thegatewaypundit.com
[1] nowtheendbegins.com
[1] apple.news

Top Domains in Tweet in G3:
[1020] cbslocal.com
[5] foxnews.com
[4] 6abc.com
[3] thegatewaypundit.com
[2] nytimes.com
[1] twitter.com

Top Domains in Tweet in G4:
[1001] foxnews.com
[45] cbslocal.com
[30] youtube.com
[15] twitter.com
[8] pjmedia.com
[7] westernjournal.com
[4] thegatewaypundit.com
[3] bringmethenews.com
[3] break.ma
[1] dailycaller.com

Top Domains in Tweet in G5:
[819] espn.com
[6] twitter.com
[1] insider.com
[1] msn.com
[1] badlefthook.com
[1] npr.org
[1] citizensforethics.org
[1] elpais.com

Top Domains in Tweet in G6:
[821] twitter.com
[56] cbslocal.com
[31] foxnews.com
[10] thegatewaypundit.com
[1] apnews.com
[1] startribune.com
[1] youtube.com

Top Domains in Tweet in G7:
[245] foxnews.com
[237] citizensforethics.org
[150] washingtonpost.com
[49] twitter.com
[26] npr.org
[19] thegatewaypundit.com
[15] cbslocal.com
[4] msn.com
[4] nowtheendbegins.com
[2] essence.com

Top Domains in Tweet in G8:
[465] theguardian.com
[16] washingtonpost.com
[11] twitter.com
[4] cwc.im
[2] nytimes.com
[2] citizensforethics.org
[2] nbc12.com
[1] trib.al

Top Domains in Tweet in G9:
[65] foxnews.com
[33] trib.al
[24] nytimes.com
[11] goodmorningamerica.com
[9] cbslocal.com
[9] startribune.com
[9] sahanjournal.com
[8] twitter.com
[7] theguardian.com
[5] go.com

Top Domains in Tweet in G10:
[62] trib.al
[60] theroot.com
[14] cbslocal.com
[8] washingtonpost.com
[8] twitter.com
[6] espn.com
[4] theguardian.com
[3] apnews.com
[2] youtube.com
[2] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1253] blm
[1207] antifa
[837] foxnews
[151] georgefloyd
[145] derekchauvintrial
[84] blacklivesmatter
[68] violenceisnottheanswer
[62] dauntewright
[59] derekchauvin
[57] demvoice1



Top Hashtags in Tweet in G1:
[75] foxnews
[23] georgefloyd
[9] nowplaying
[8] floyd
[7] derekchauvin
[7] chauvin
[7] maxinewaters
[7] blm
[7] smartnews
[6] minneapolis

Top Hashtags in Tweet in G2:
[8] foxnews
[4] minnesota
[2] antifa
[2] blm

Top Hashtags in Tweet in G3:
[1020] antifa
[1020] blm
[4] foxnews
[1] justice

Top Hashtags in Tweet in G4:
[631] foxnews
[53] blm
[45] antifa
[33] derekchauvintrial
[30] georgefloyd
[1] systemicracismbs
[1] systemicracismcon
[1] wevegotacountrytosave

Top Hashtags in Tweet in G5:
[7] nba
[1] derekchauvin
[1] blacklivesmatter

Top Hashtags in Tweet in G6:
[56] antifa
[56] blm
[17] foxnews
[1] derekchauvintrial
[1] georgefloyd

Top Hashtags in Tweet in G7:
[67] violenceisnottheanswer
[36] foxnews
[23] breatheact
[20] policebrutality
[16] justice
[15] impeachmaxinewaters
[13] maxinewaters
[12] antifa
[12] blm
[10] enough

Top Hashtags in Tweet in G8:
[32] georgefloyd
[12] icymi

Top Hashtags in Tweet in G9:
[22] blacklivesmatter
[19] bluelivesmatter
[19] backtheblue
[7] blm
[6] georgefloyd
[5] antifa
[5] foxnews
[4] chauvintrial
[2] dauntewright
[2] nanconv2021

Top Hashtags in Tweet in G10:
[5] chauvintrial
[3] derekchauvintrial
[2] demvoice1
[1] holdthemaccountable
[1] antifa
[1] blm

Top Words
Top Words in Tweet in Entire Graph:
[14048] floyd
[8694] george
[6009] chauvin
[5118] maxine
[4300] waters
[4253] police
[3222] over
[3113] home
[2657] more
[2390] protesters

Top Words in Tweet in G1:
[1361] floyd
[576] george
[407] chauvin
[297] pink
[272] trial
[225] waters
[219] maxine
[212] case
[192] police
[186] minnesota

Top Words in Tweet in G2:
[1340] maxine
[1338] waters
[1332] floyd
[1237] george
[1230] violence
[1227] inciting
[1224] arrested
[1224] riots
[1207] over
[1205] calling

Top Words in Tweet in G3:
[2042] home
[1048] over
[1031] police
[1024] pig's
[1022] head
[1022] blood
[1022] vandals
[1022] testified
[1021] believe
[1020] santa

Top Words in Tweet in G4:
[1433] maxine
[806] waters
[801] floyd
[743] minnesota
[668] chauvin
[658] protesters
[648] urges
[648] case
[644] 'stay
[644] street'

Top Words in Tweet in G5:
[910] floyd
[879] george
[832] nba
[832] derek
[827] death
[826] chauvin
[825] trial
[821] verdict
[821] game
[820] espn

Top Words in Tweet in G6:
[1636] chauvin
[1609] more
[1609] confrontational
[922] floyd
[895] maxine
[883] waters
[873] george
[808] murder
[808] burning
[804] premeditated

Top Words in Tweet in G7:
[528] floyd
[401] last
[399] george
[387] summer
[385] racial
[276] people
[264] maxine
[262] murder
[237] repmaxinewaters
[237] back

Top Words in Tweet in G8:
[475] law
[473] against
[469] protesters
[466] dropped
[464] charges
[463] enforcement
[461] records
[447] last
[441] floyd
[438] police

Top Words in Tweet in G9:
[306] floyd
[218] george
[145] chauvin
[125] police
[77] need
[59] trial
[56] derek
[53] jackposobiec
[52] more
[50] evidence

Top Words in Tweet in G10:
[425] george
[394] derek
[376] chauvin
[370] floyd
[294] coverage
[265] trial
[221] old
[219] yr
[205] shooting
[196] interrupted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8217] george,floyd
[4236] maxine,waters
[2056] derek,chauvin
[1963] more,confrontational
[1574] over,george
[1567] floyd,case
[1533] chauvin,acquitted
[1515] urges,minnesota
[1500] acquitted,floyd
[1496] waters,urges

Top Word Pairs in Tweet in G1:
[516] george,floyd
[283] pink,floyd
[209] maxine,waters
[184] floyd,case
[166] waters,urges
[165] urges,minnesota
[165] chauvin,acquitted
[164] 'stay,street'
[163] protesters,'stay
[163] street',chauvin

Top Word Pairs in Tweet in G2:
[1325] maxine,waters
[1237] george,floyd
[1205] calling,maxine
[1205] waters,arrested
[1205] arrested,immediately
[1205] immediately,inciting
[1205] inciting,riots
[1205] riots,violence
[1205] violence,over
[1205] over,george

Top Word Pairs in Tweet in G3:
[1022] pig's,head
[1020] santa,rosa
[1020] rosa,cal
[1020] cal,group
[1020] group,black
[1020] black,bloc
[1020] bloc,threw
[1020] threw,severed
[1020] severed,pig's
[1020] head,family's

Top Word Pairs in Tweet in G4:
[806] maxine,waters
[648] waters,urges
[648] urges,minnesota
[648] floyd,case
[644] minnesota,protesters
[644] protesters,'stay
[644] 'stay,street'
[644] street',chauvin
[640] chauvin,acquitted
[640] acquitted,floyd

Top Word Pairs in Tweet in G5:
[878] george,floyd
[823] derek,chauvin
[820] espn,sources
[820] sources,nba
[820] nba,instructed
[820] instructed,teams
[820] teams,vigilant
[820] vigilant,impact
[820] impact,verdict
[820] verdict,derek

Top Word Pairs in Tweet in G6:
[1608] more,confrontational
[883] maxine,waters
[870] george,floyd
[804] premeditated,murder
[803] waters,chauvin
[803] chauvin,premeditated
[803] murder,george
[803] floyd,chauvin
[803] chauvin,convicted
[803] convicted,crime

Top Word Pairs in Tweet in G7:
[387] last,summer
[385] george,floyd
[244] murder,george
[235] people,protesting
[235] floyd,last
[232] several,questions
[232] questions,dea
[232] dea,reading
[232] reading,emails
[232] emails,back

Top Word Pairs in Tweet in G8:
[463] law,enforcement
[461] enforcement,records
[461] charges,against
[431] mass,arrests
[430] many,95
[429] checked,law
[429] records,cities
[429] cities,country
[429] country,found
[429] found,many

Top Word Pairs in Tweet in G9:
[199] george,floyd
[56] derek,chauvin
[35] maxine,waters
[34] floyd,justice
[34] justice,policing
[34] policing,act
[33] pass,george
[32] one,thing
[31] inciting,riot
[31] riot,one

Top Word Pairs in Tweet in G10:
[368] derek,chauvin
[259] george,floyd
[232] chauvin,trial
[219] yr,old
[196] interrupted,coverage
[166] george,floyd's
[121] 13,yr
[121] traffic,stop
[103] floyd's,neck
[99] chauvin,second

Top Replied-To
Top Replied-To in Entire Graph:
@floyd_riruchi
@thatericalper
@pikus_pol
@floyd_l_0
@jackposobiec
@rid_reera
@gabriel_floyd
@jgattipetito
@repmaxinewaters
@floyd_2d_191

Top Replied-To in G1:
@freehandportra1

Top Replied-To in G2:
@shadesofshay
@bette_oh
@marvin515119758
@pinkiesncurlz
@sandyleevincent
@sparkypatriot

Top Replied-To in G3:
@mrandyngo
@chrisanethery
@iamphoenix99
@tslehr
@sciedea
@onegirlmelissa
@pollyspin
@bevroley
@crduplissey
@capegirl2011

Top Replied-To in G4:
@truthserum305
@larryelder
@theleoterrell

Top Replied-To in G5:
@wojespn
@itsmemyspacetom
@stopthecap23
@hunterjcullen
@mamankwadei
@forbes
@coachquinton
@jmetz82
@spencer_rich24
@bundes_better

Top Replied-To in G6:
@timcast
@the_justice7
@mjf_legal
@robododo13
@richarddekoch1
@vawter_jennifer
@hawk_mai
@codytez13
@elassard71
@terfposting

Top Replied-To in G7:
@repmaxinewaters
@gopleader
@bevroley
@seanhannity
@mtgreenee
@lavern_spicer
@m_ninjaa
@aoc
@alphaq787
@maxinewaters

Top Replied-To in G8:
@mrericgrogu
@dkwiatkowski23
@libertarianfren

Top Replied-To in G9:
@jackposobiec
@timcast
@nbcnews
@attorneycrump
@thisweekabc
@potus
@vincentp06
@friendly1776
@msnbc
@garbage_output

Top Replied-To in G10:
@yougivemefever7
@umustbkiddingme
@rousiflick
@kl3xus_
@rick_rook
@atrupar
@disclosetv
@patriach2051
@ap
@executivebuying

Top Mentioned
Top Mentioned in Entire Graph:
@repmaxinewaters
@youtube
@jakepaul
@wojespn
@ttmproject
@govtimwalz
@koinnews
@sultanreina
@kare11
@jackposobiec

Top Mentioned in G1:
@wshiatsu

Top Mentioned in G2:
@buzzsumo
@marklutchman
@melayn2001
@revtchristopher

Top Mentioned in G3:
@paladinshow
@mrandyngo
@allahpundit
@gtconway3d
@ow_trillen
@djm60a1cmdr
@gph1223
@jenigrant
@reverend_ducati

Top Mentioned in G4:
@westjournalism
@dailycaller
@larryelder

Top Mentioned in G5:
@wojespn
@1012_jastendo
@grisbymorris
@_uselesssequels
@billjohnsoncubs
@dogstealer1223
@acm_ow
@_stevenschwartz
@antonio_rondao
@rjpool_

Top Mentioned in G6:
@timcast
@tripple272727
@sugajam
@conceptualjames
@swimerchic96
@gham1985
@suzihixon
@cabradorada
@andrewsvegan1

Top Mentioned in G7:
@repmaxinewaters
@speakerpelosi
@maxinewaters
@gopleader
@leadermcconnell
@jim_jordan
@stevescalise
@seanhannity
@catturd2
@crewcrew

Top Mentioned in G8:
@sciencemilk
@gooner_atheist
@titusnation
@pomterkins
@libertarianfren

Top Mentioned in G9:
@govtimwalz
@potus
@jackposobiec
@repmaxinewaters
@keithellison
@nbcnews
@attorneycrump
@senategop
@abc
@reenaroy

Top Mentioned in G10:
@ap
@michele_norris
@toluseo
@kpixtv
@waynedupreeshow
@insidepolitics
@theroot
@jack54193031
@adriennelaw
@youtube

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@pulpnews
@securenet
@missb62
@tomthunkitsmind
@lovelive_sif
@oldlady12345
@genshin_7
@dolartoday
@easy_branches

Top Tweeters in G1:
@pulpnews
@securenet
@sportsbookbtc
@lasillarota
@niaradionetwork
@synergy1radio
@_hits_music_
@kleeblatt1977
@jenkers_en
@poptasticradio

Top Tweeters in G2:
@the_evil_barbie
@ibangel
@4annegs
@815wrldtrvlr
@commanderwhith
@outhere
@21stcenturycrim
@wildmaresnw_b
@josephmryan1
@fedupwdemslies

Top Tweeters in G3:
@hammerjuan
@noncontacthogg
@schwingcat
@milatrud11
@inetgate
@bikerbd
@karrasamelia5
@mefbama
@sampleatl
@mcarsonaos

Top Tweeters in G4:
@israelnewslinks
@dclarediane
@roylmurry425
@sweetfreedom29
@kentpg
@hawleysjadefav
@dianachic1
@vilmapooh
@susaninlaguna
@webb_carrie

Top Tweeters in G5:
@argojournal
@headcace1906
@southbeachsheed
@trizld10
@rudedogreyes
@ubathediplomat
@saizdeku
@tallyannae
@bayfromva
@juju_da_gamer

Top Tweeters in G6:
@docwashburn
@_yvonneburton
@tres444
@ssagwuna
@real_stephanie
@elizbethlmaness
@siaayrom
@willsdarlin
@adudefromnowere
@lgcomin

Top Tweeters in G7:
@1denmadrid
@kenkircher1
@micjojd
@wellness4you13
@sylviaz1913
@salomnm
@debsomewhere
@beank511
@ajgma
@penndragonart

Top Tweeters in G8:
@thomasjankow
@on_bender
@jim_b60
@nobiggovduh
@donmckenzie
@melodijoy
@nkanyiso_ngqulu
@theozilla01
@detroit_rachel
@sponson

Top Tweeters in G9:
@markhigbee
@boris3324
@costanzo740
@kurtschlichter
@1jasliz
@june4th
@abc
@pamgriffa
@eclecticradical
@brenner_colleen

Top Tweeters in G10:
@missb62
@manmet80
@govsherazkhan
@joekoffee
@mapocoloco
@betseybess
@johnapp63499667
@aziegler
@mel_storni
@groovesdc


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