Chauvin, Twitter, 4/3/2021 2:18:55 AM, 251844
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Chauvin_2021-04-02_18-02-17.xlsx
Chauvin_2021-04-02_18-02-17.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 03, 2021
Short Description:
Chauvin via NodeXL https://bit.ly/3dyq8h4
@holtonsharp
@anniegabstonh
@joyannreid
@joshuapotash
@glennkirschner2
@mhdksafa
@trentcapelli
@walshfreedom
@savanaroller
@trom771

Top hashtags:
#chauvintrial
#derekchauvintrial
#georgefloyd
#chauvin
#blacklivesmatter

Description:
Description
The graph represents a network of 15,682 Twitter users whose recent tweets contained "Chauvin", 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, 03 April 2021 at 01:47 UTC.

The tweets in the network were tweeted over the 4-hour, 0-minute period from Friday, 02 April 2021 at 21:02 UTC to Saturday, 03 April 2021 at 01:02 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 : 15682
Unique Edges : 20529
Edges With Duplicates : 4602
Total Edges : 25131
Number of Edge Types : 5
Retweet : 14939
Replies to : 1981
Mentions : 3008
Tweet : 2328
MentionsInRetweet : 2875
Self-Loops : 2379
Reciprocated Vertex Pair Ratio : 0.00692723871163473
Reciprocated Edge Ratio : 0.0137591644069499
Connected Components : 1535
Single-Vertex Connected Components : 896
Maximum Vertices in a Connected Component : 12804
Maximum Edges in a Connected Component : 21896
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.95237
Graph Density : 8.09810304071204E-05
Modularity : 0.699921
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 15,682 Twitter users whose recent tweets contained "Chauvin", 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, 03 April 2021 at 01:47 UTC.

The tweets in the network were tweeted over the 4-hour, 0-minute period from Friday, 02 April 2021 at 21:02 UTC to Saturday, 03 April 2021 at 01:02 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 : Chauvin
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:
[354] https://www.axios.com/derek-chauvin-trial-force-homicide-testimony-712bfcee-8c05-46ab-9ced-44e711e15054.html?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiospm&stream=top
[210] https://trib.al/gHsjd83
[164] https://www.youtube.com/watch?v=eTL9dQLPhYI&feature=youtu.be

[140] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[130] https://trib.al/VDshBsS
[91] https://trib.al/uy1Yvdd
[76] https://www.nbcnews.com/news/us-news/most-senior-minneapolis-officer-testifies-chauvin-s-actions-totally-unnecessary-n1262909
[75] http://www.cnn.com/
[74] https://www.youtube.com/c/ReallyAmerican
[74] https://america.substack.com/p/trusting-what-your-eyes-and-ears?r=bb6o8&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G1:
[6] https://www.the-sun.com/news/1817299/george-floyd-cop-derek-chauvin-choked-14-kid/?utm_source=twitter&utm_medium=social&utm_campaign=sharebaramp
[5] https://www.huffpost.com/entry/derek-chauvin-use-of-force-unnecessary_n_60673f2ec5b66c4ab6b21f2f?ncid=engmodushpmg00000004
[4] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[3] https://www.usatoday.com/story/news/nation/2021/04/01/derek-chauvin-trial-past-violence-force-arrestee-george-floyd/7020506002/
[3] https://twitter.com/HoltonSharp/status/1378088419377709058
[2] https://apnews.com/article/derek-chauvin-trial-day-5-live-updates-a9a6c37d5cbc8595e73d9e40d4c2fa56
[2] https://trib.al/VYDoT0R
[2] https://en.wikipedia.org/wiki/Derek_Chauvin
[2] https://thecrimereport.org/2020/06/01/17-complaints-against-derek-chauvin-in-19-years-on-force/
[2] https://twitter.com/bamableu/status/1377972875429306376

Top URLs in Tweet in G2:
[24] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[16] https://www.cnn.com/2021/04/02/opinions/derek-chauvin-trial-george-floyd-video-trauma-henderson/index.html
[12] https://www.nbcnews.com/news/us-news/most-senior-minneapolis-officer-testifies-chauvin-s-actions-totally-unnecessary-n1262909
[9] https://www.theguardian.com/us-news/2021/apr/02/derek-chauvin-murder-trial-george-floyd-knee-neck-deadly-force
[8] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html?partner=IFTTT
[7] https://www.cnn.com/videos/us/2021/04/02/coates-zimmerman-testimony-derek-chauvin-george-floyd-sot-newday-vpx.cnn?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.huffpost.com/entry/derek-chauvin-use-of-force-unnecessary_n_60673f2ec5b66c4ab6b21f2f
[6] https://www.foxnews.com/opinion/gregg-jarrett-key-witness-offers-proof-of-murder-and-manslaughter-in-day-5-of-chauvin-trial
[5] https://www.theguardian.com/us-news/2021/apr/02/derek-chauvin-murder-trial-george-floyd-knee-neck-deadly-force?CMP=Share_iOSApp_Other
[5] https://www.cnn.com/2021/04/02/opinions/derek-chauvin-rodney-king-oj-simpson-trials-brown/index.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[95] https://trib.al/VDshBsS
[75] http://www.cnn.com/
[52] https://trib.al/VYDoT0R
[47] https://trib.al/f5yRFBy
[39] https://trib.al/vgYQiO3
[37] https://www.latimes.com/opinion/story/2021-04-01/derek-chauvin-trial-george-floyd-vincent-chin
[29] https://nytv.to/qw6XP
[27] https://trib.al/h3p6EMX
[23] https://politicon.podlink.to/sistersinlaw
[20] https://nytv.to/ykZpw

Top URLs in Tweet in G4:
[60] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[45] https://twitter.com/DannySpewak/status/1378009566043049986
[39] https://www.startribune.com/minneapolis-police-lieutenant-derek-chauvin-s-knee-on-george-floyd-s-neck-was-totally-unnecessary/600041434/
[21] https://twitter.com/DannySpewak/status/1378022747666796546
[19] https://www.startribune.com/people-who-film-police-violence-struggle-to-escape-what-they-captured/600041556/
[14] https://www.startribune.com/chauvin-case-shines-spotlight-on-minneapolis-police-history-of-mistreatment-of-handcuffed-suspects/600041721/
[12] https://video.startribune.com/in-chauvin-trial-minneapolis-police-lieutenant-calls-force-used-on-george-floyd-totally-unnecessary/600041592/
[10] https://www.startribune.com/local/chauvintrial/
[9] https://www.reuters.com/article/idUSKBN2BP16O
[8] https://www.startribune.com/subscribe

Top URLs in Tweet in G5:
[18] https://www.theguardian.com/us-news/2021/apr/02/george-floyd-derek-chauvin-trial-police-chief-testimony
[2] https://twitter.com/rochelleolson/status/1377725802633179143
[1] https://www.democracynow.org/2021/4/2/headlines/ex_supervisor_says_derek_chauvins_fatal_restraint_of_george_floyd_violated_use_of_force_policies
[1] https://trib.al/VDshBsS
[1] https://www.dailykos.com/stories/2021/4/2/2023723/-Black-Kos-Week-In-Review-White-Friends-Derek-Chauvin-is-My-Nightmare-and-Your-Problem

Top URLs in Tweet in G6:
[11] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[6] https://www.nbcnews.com/news/us-news/most-senior-minneapolis-officer-testifies-chauvin-s-actions-totally-unnecessary-n1262909
[3] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+rss%2Fcnn_topstories+%28RSS%3A+CNN+-+Top+Stories%29
[2] https://www.nbcnews.com/news/us-news/he-choked-me-out-others-detail-allegations-abuse-officer-who-n1259207
[2] https://www.democracynow.org/2021/4/2/headlines/ex_supervisor_says_derek_chauvins_fatal_restraint_of_george_floyd_violated_use_of_force_policies
[2] https://trib.al/VYDoT0R
[2] https://twitter.com/rochelleolson/status/1378016128191053834?s=20
[2] https://www.nbcnews.com/news/us-news/tearful-witness-regrets-not-doing-more-possibly-save-george-floyd-n1262489
[2] https://twitter.com/AnnieGabstonH/status/1377985204321546249
[2] https://www.startribune.com/minneapolis-police-lieutenant-derek-chauvin-s-knee-on-george-floyd-s-neck-was-totally-unnecessary/600041434/

Top URLs in Tweet in G7:
[152] https://www.youtube.com/watch?v=eTL9dQLPhYI&feature=youtu.be

[17] https://trib.al/81Rmpe1
[9] https://19thnews.org/2021/03/four-school-aged-girls-derek-chauvin-trial-heres-what-they-told-the-jury/
[7] https://trib.al/VDshBsS
[6] https://www.youtube.com/watch?v=IvUpPLdWyWg&feature=youtu.be

[6] https://www.axios.com/derek-chauvin-trial-force-homicide-testimony-712bfcee-8c05-46ab-9ced-44e711e15054.html?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiospm&stream=top
[5] https://www.youtube.com/watch?v=qqydP14Unys&feature=youtu.be

[5] https://www.nbcnews.com/news/us-news/most-senior-minneapolis-officer-testifies-chauvin-s-actions-totally-unnecessary-n1262909
[5] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html?campaign_id=60&emc=edit_na_20210402&instance_id=0&nl=breaking-news&ref=cta®i_id=64016870&segment_id=54777&user_id=8a27318f34591ea5128ba8da5ce6040d
[4] https://america.substack.com/p/trusting-what-your-eyes-and-ears?r=bb6o8&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G8:
[70] https://www.youtube.com/c/ReallyAmerican
[64] https://america.substack.com/p/trusting-what-your-eyes-and-ears?r=bb6o8&utm_campaign=post&utm_medium=email&utm_source=twitter
[10] http://www.msn.com/en-us/news/us/derek-chauvin-trial-top-homicide-detective-says-kneeling-on-george-floyd-was-totally-unnecessary/ar-BB1ff6uE?ocid=st
[9] https://www.axios.com/derek-chauvin-trial-force-homicide-testimony-712bfcee-8c05-46ab-9ced-44e711e15054.html?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiospm&stream=top
[2] https://crooksandliars.com/2021/04/salt-lake-citys-officer-year-arrested-fbi
[2] https://trib.al/VDshBsS
[2] https://nytv.to/qw6XP
[2] https://trib.al/h3p6EMX
[2] https://www.abc.net.au/news/2021-04-03/george-floyd-trial-witness-homicide-testifies-deadly-force/100047146?utm_source=abc_news_web&utm_medium=content_shared&utm_content=twitter&utm_campaign=abc_news_web
[1] https://trib.al/VYDoT0R

Top URLs in Tweet in G9:
[12] https://www.dailykos.com/stories/2021/4/2/2023723/-Black-Kos-Week-In-Review-White-Friends-Derek-Chauvin-is-My-Nightmare-and-Your-Problem
[11] https://www.cbsnews.com/live-updates/derek-chauvin-trial-2021-03-30/?ftag=CNM-00-10aab7e&linkId=114941978
[4] https://www.cbsnews.com/live-updates/derek-chauvin-trial-george-floyd-death-2021-04-02/#post-update-dd608714
[3] https://www.cbsnews.com/live-updates/derek-chauvin-trial-geoge-floyd-death-2021-03-31/
[3] https://twitter.com/DannySpewak/status/1378009566043049986
[3] https://www.wfxg.com/story/43594586/lieutenant-kneeling-on-floyds-neck-totally-unnecessary
[2] https://www.pbs.org/newshour/nation/watch-trial-of-derek-chauvin-charged-with-killing-george-floyd-day-5
[2] https://www.axios.com/derek-chauvin-trial-force-homicide-testimony-712bfcee-8c05-46ab-9ced-44e711e15054.html?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axiospm&stream=top
[2] https://twitter.com/chikyruiz321/status/1378054157337251843
[1] https://www.youtube.com/watch?v=eTL9dQLPhYI&feature=youtu.be


Top URLs in Tweet in G10:
[5] https://trib.al/xjzvvDS
[4] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[3] https://trib.al/h3p6EMX
[3] https://apnews.com/article/derek-chauvin-trial-day-5-live-updates-a9a6c37d5cbc8595e73d9e40d4c2fa56
[2] https://www.youtube.com/watch?v=eTL9dQLPhYI&feature=youtu.be

[2] https://trib.al/VYDoT0R
[2] https://www.motherjones.com/mojo-wire/2021/04/george-floyd-trial-veteran-officer-richard-zimmerman-chauvin-use-of-force-testimony/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/us-news/2021/apr/01/derek-chauvin-supervisor-testimony-george-floyd
[2] https://www.startribune.com/minneapolis-police-lieutenant-derek-chauvin-s-knee-on-george-floyd-s-neck-was-totally-unnecessary/600041434/
[2] https://trib.al:443/wjsQF1l

Top Domains
Top Domains in Tweet in Entire Graph:
[1078] trib.al
[511] twitter.com
[398] youtube.com
[366] axios.com
[348] cnn.com
[185] usatoday.com
[164] startribune.com
[151] nytimes.com
[127] co.uk
[118] substack.com

Top Domains in Tweet in G1:
[8] huffpost.com
[8] twitter.com
[6] the-sun.com
[4] trib.al
[4] usatoday.com
[4] cnn.com
[2] apnews.com
[2] wikipedia.org
[2] thecrimereport.org
[2] axios.com

Top Domains in Tweet in G2:
[97] twitter.com
[61] cnn.com
[26] nytimes.com
[21] theguardian.com
[21] washingtonpost.com
[19] youtube.com
[14] apple.news
[13] nbcnews.com
[13] co.uk
[11] usatoday.com

Top Domains in Tweet in G3:
[321] trib.al
[112] cnn.com
[52] nytv.to
[39] twitter.com
[38] latimes.com
[23] podlink.to
[19] washingtonpost.com
[16] usatoday.com
[12] axios.com
[12] thedailybeast.com

Top Domains in Tweet in G4:
[125] startribune.com
[88] twitter.com
[62] cnn.com
[22] trib.al
[13] kare11.com
[11] reuters.com
[6] minnesotareformer.com
[6] kstp.com
[5] fox9.com
[4] newsweek.com

Top Domains in Tweet in G5:
[18] theguardian.com
[2] twitter.com
[1] democracynow.org
[1] trib.al
[1] dailykos.com

Top Domains in Tweet in G6:
[14] cnn.com
[10] nbcnews.com
[6] trib.al
[5] twitter.com
[4] democracynow.org
[2] mprnews.org
[2] kare11.com
[2] youtube.com
[2] startribune.com
[2] huffpost.com

Top Domains in Tweet in G7:
[222] youtube.com
[30] trib.al
[9] 19thnews.org
[7] twitter.com
[6] axios.com
[6] nytimes.com
[5] nbcnews.com
[5] co.uk
[4] substack.com
[3] dailykos.com

Top Domains in Tweet in G8:
[70] youtube.com
[64] substack.com
[10] msn.com
[9] axios.com
[7] trib.al
[3] nytv.to
[2] crooksandliars.com
[2] cbsnews.com
[2] twitter.com
[2] net.au

Top Domains in Tweet in G9:
[21] cbsnews.com
[12] dailykos.com
[9] trib.al
[8] twitter.com
[3] wfxg.com
[2] youtube.com
[2] pbs.org
[2] axios.com
[2] cnn.com
[2] nytimes.com

Top Domains in Tweet in G10:
[16] trib.al
[4] cnn.com
[4] startribune.com
[3] youtube.com
[3] apnews.com
[2] motherjones.com
[2] theguardian.com
[2] usatoday.com
[2] meaww.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[734] chauvintrial
[414] derekchauvintrial
[317] georgefloyd
[258] chauvin
[201] blacklivesmatter
[198] derekchauvin
[175] onev1
[172] justicematters
[159] justiceiscoming
[151] demvoice1



Top Hashtags in Tweet in G1:
[12] justiceforgeorgefloyd
[10] icantbreathe
[7] chauvintrial
[6] chauvin
[4] derekchauvintrial
[3] georgefloydtrial
[3] demvoice1
[3] onev1
[2] convictderekchauvin
[2] blacklivesmatter

Top Hashtags in Tweet in G2:
[41] georgefloyd
[26] chauvin
[20] derekchauvintrial
[18] derekchauvin
[17] chauvintrial
[14] justiceforgeorgefloyd
[11] georgefloydtrial
[10] news
[10] blacklivesmatter
[7] blm

Top Hashtags in Tweet in G3:
[66] chauvin
[24] chauvintrial
[23] sistersinlaw
[22] amrstaff
[21] derekchauvintrial
[19] vincentchin
[19] stopasianhate
[10] georgefloyd
[6] politics
[6] feedly

Top Hashtags in Tweet in G4:
[37] georgefloyd
[34] chauvintrial
[20] derekchauvin
[14] derekchauvintrial
[9] chauvin
[3] blacklivesmatter
[3] justiceforgeorgefloyd
[3] stopkillingus
[2] cbs
[2] nbc

Top Hashtags in Tweet in G5:
[23] endqualifiedimmunity
[18] criminaljusticereform
[3] chauvintrial
[1] derekchauvintrial

Top Hashtags in Tweet in G6:
[7] chauvintrial
[3] derekchauvintrial
[2] ethicalcops
[2] chauvin
[2] chauvinisguilty
[2] justiceforgeorgefloyd
[2] excessiveforce
[1] derekchauvin
[1] georgefloyd
[1] fresh

Top Hashtags in Tweet in G7:
[159] justicematters
[148] justiceiscoming
[9] justiceforgeorgefloyd
[7] chauvintrial
[5] derekchauvintrial
[4] georgefloyd
[3] chauvin
[3] derekchauvin
[2] theresistance
[2] openingday

Top Hashtags in Tweet in G8:
[13] chauvintrial
[5] derekchauvintrial
[3] justiceforgeorgefloyd
[2] chauvin
[1] pain
[1] bravery
[1] strength
[1] murdering
[1] georgefloyd
[1] endracism

Top Hashtags in Tweet in G9:
[326] chauvintrial
[11] derekchauvintrial
[8] justiceforgeorgefloyd
[7] chauvin
[5] derekchauvin
[2] georgefloyd
[2] amrstaff
[2] blacklivesmatter
[1] justiceiscoming
[1] justicematters

Top Hashtags in Tweet in G10:
[80] blacklivesmatter
[80] kilpatrickforcongress
[80] demvoice1
[80] wtpblue
[80] onev1
[80] freshcongress
[80] gapol
[80] voteblue
[11] chauvintrial
[7] derekchauvintrial

Top Words
Top Words in Tweet in Entire Graph:
[17573] chauvin
[9844] derek
[7927] floyd
[7099] george
[4184] trial
[3688] police
[3121] chauvin's
[2701] force
[2622] killed
[2379] knee

Top Words in Tweet in G1:
[1151] chauvin
[896] floyd
[862] george
[790] killed
[786] threatened
[785] felt
[784] hands
[783] pockets
[119] derek
[88] trial

Top Words in Tweet in G2:
[829] chauvin
[455] derek
[388] trial
[350] floyd
[311] george
[181] police
[173] officer
[127] minneapolis
[118] force
[110] neck

Top Words in Tweet in G3:
[885] chauvin
[614] derek
[480] floyd
[430] george
[398] trial
[395] police
[320] officer
[291] black
[289] force
[249] use

Top Words in Tweet in G4:
[1078] chauvin
[558] derek
[536] floyd
[491] george
[397] trial
[367] zimmerman
[334] lt
[291] force
[273] chauvin's
[263] neck

Top Words in Tweet in G5:
[1677] system
[616] cops
[607] derek
[588] chauvin
[586] reform
[584] killed
[581] chicago
[581] 13
[581] year
[581] old

Top Words in Tweet in G6:
[1080] abuse
[1073] record
[560] chauvin's
[547] floyd's
[545] more
[542] people
[539] drug
[538] saying
[537] far
[537] pertinent

Top Words in Tweet in G7:
[797] chauvin
[431] floyd
[400] george
[397] derek
[330] force
[313] unnecessary
[312] zimmerman
[305] lt
[254] police
[225] youtube

Top Words in Tweet in G8:
[776] know
[750] chauvin
[330] good
[275] cops
[272] murder
[265] knew
[265] random
[255] show
[255] away
[253] apples

Top Words in Tweet in G9:
[927] chauvin
[391] floyd
[364] george
[354] derek
[341] defense
[326] #chauvintrial
[304] trying
[273] lawyer
[270] handcuffed
[268] fight

Top Words in Tweet in G10:
[1100] chauvin
[828] derek
[230] floyd
[209] knew
[209] george
[206] guilty
[199] knee
[180] doing
[173] control
[173] simply

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8520] derek,chauvin
[6476] george,floyd
[2224] chauvin,trial
[1768] totally,unnecessary
[1577] minneapolis,police
[1356] use,force
[1323] killed,george
[1275] derek,chauvin's
[1217] hands,pockets
[1170] felt,threatened

Top Word Pairs in Tweet in G1:
[856] george,floyd
[781] felt,threatened
[781] hands,pockets
[780] killed,george
[778] chauvin,felt
[778] threatened,killed
[778] floyd,hands
[111] derek,chauvin
[69] chauvin,murderer
[61] murderer,chauvin

Top Word Pairs in Tweet in G2:
[393] derek,chauvin
[261] george,floyd
[230] chauvin,trial
[86] 'totally,unnecessary'
[81] totally,unnecessary
[66] minneapolis,police
[58] police,officer
[54] derek,chauvin's
[50] floyd,'totally
[47] use,force

Top Word Pairs in Tweet in G3:
[473] derek,chauvin
[398] george,floyd
[239] use,force
[237] chauvin,trial
[189] totally,unnecessary
[137] derek,chauvin's
[133] floyd,totally
[123] minneapolis,police
[120] against,george
[116] senior,officer

Top Word Pairs in Tweet in G4:
[433] derek,chauvin
[421] george,floyd
[215] totally,unnecessary
[214] richard,zimmerman
[209] lt,richard
[204] chauvin,trial
[121] lt,zimmerman
[120] chauvin,used
[117] minneapolis,police
[115] derek,chauvin's

Top Word Pairs in Tweet in G5:
[581] chicago,cops
[581] cops,killed
[581] killed,13
[581] 13,year
[581] year,old
[581] old,monday
[573] derek,chauvin
[549] going,convict
[548] look,going
[548] convict,derek

Top Word Pairs in Tweet in G6:
[537] chauvin's,record
[536] record,people
[536] people,abuse
[536] abuse,far
[536] far,more
[536] more,pertinent
[536] pertinent,floyd's
[536] floyd's,record
[536] record,drug
[536] drug,abuse

Top Word Pairs in Tweet in G7:
[381] george,floyd
[356] derek,chauvin
[169] use,force
[164] totally,unnecessary
[160] richard,zimmerman
[159] lt,richard
[156] #justicematters,youtube
[154] chauvin,used
[153] police,lt
[153] zimmerman,testifies

Top Word Pairs in Tweet in G8:
[260] chauvin,knew
[253] good,apples
[252] know,know
[252] know,good
[252] apples,chauvin
[252] knew,know
[252] know,bunch
[252] bunch,random
[252] random,cops
[252] cops,show

Top Word Pairs in Tweet in G9:
[349] george,floyd
[330] derek,chauvin
[303] chauvin,defense
[264] defense,lawyer
[261] chauvin,fight
[261] prone,handcuffed
[260] lawyer,genuinely
[260] genuinely,trying
[260] trying,argue
[260] argue,chauvin

Top Word Pairs in Tweet in G10:
[818] derek,chauvin
[204] george,floyd
[201] chauvin,knew
[175] knew,doing
[173] chauvin,control
[173] control,derek
[173] doing,derek
[173] chauvin,simply
[173] simply,dug
[173] dug,knee

Top Replied-To
Top Replied-To in Entire Graph:
@glennkirschner2
@joyannreid
@holtonsharp
@jillwinebanks
@juliet_notromeo
@johnbre02458261
@yamiche
@walshfreedom
@drgjackbrown
@anniegabstonh

Top Replied-To in G1:
@holtonsharp
@scattered211
@lefthandedlarue
@conservblue2020
@blackknight10k
@mwj1231
@chooglin1
@maryproffitt14
@mocraig13
@jlhardy1

Top Replied-To in G3:
@jillwinebanks
@cnn
@msnbc
@therecount
@moonbeamstar12
@h_mitchellphoto
@wyomingnan
@designationsix
@nicolledwallace
@abc

Top Replied-To in G4:
@yamiche
@harrylitman
@omarjimenez
@dannyspewak
@signnin
@startribune
@rotmark1980
@bobbiekelsey
@mybigredtruck
@ther3aldeal83

Top Replied-To in G5:
@joshuapotash
@harrylitman
@hthrtylr

Top Replied-To in G6:
@anniegabstonh
@wingdigit
@markfry809
@gtrdude6
@faire72667093
@liberalnavyseal
@jillwinebanks

Top Replied-To in G7:
@glennkirschner2
@juliet_notromeo
@angry_staffer
@smilan317
@ananavarro
@iamlucretiamott
@janrobinjackson
@jacksmom16
@_pseudo_nom
@eclecticbrotha

Top Replied-To in G8:
@designationsix
@mmpadellan
@glennkirschner2
@vandenvandy
@thomaskaine5
@siriusseastar77
@audreystjames1
@dewmusic2000
@memphisnicks
@tiburonjon

Top Replied-To in G9:
@joyannreid
@ericchalouxkstp
@sadiemaetn
@lavenderoneal1
@teddykw1
@nxtgen90
@ekharley
@coltssuns
@chrissywhite71
@kidsaregreat1

Top Replied-To in G10:
@drgjackbrown
@amvetsupport
@jakelobin
@l78lancer
@socialistal
@cc_andrews_home
@scsenatepres
@rayleengale
@imspeaking13
@ssrichart11

Top Mentioned
Top Mentioned in Entire Graph:
@youtube
@reallyamerican1
@berniceking
@cnnopinion
@tarangonyt
@neilmacfarquhar
@jackposobiec
@joycewhitevance
@cnn
@startribune

Top Mentioned in G1:
@loraanem
@huffpostcrime
@berlidge
@blackknight10k
@h_gossett
@travelingus
@thesavvypundit
@holtonsharp
@jesscollie
@linda_wed1

Top Mentioned in G2:
@spinndotcity
@lntribune
@manianca

Top Mentioned in G3:
@berniceking
@cnnopinion
@joycewhitevance
@cnn
@msnbc
@erinburnett
@outfrontcnn
@jillwinebanks
@allinwithchris
@kimberlyeatkins

Top Mentioned in G4:
@startribune
@thelauracoates
@harrylitman
@dannyspewak
@11thhour
@omarjimenez
@jamieyuccas
@kare11
@mrao_strib
@yamiche

Top Mentioned in G5:
@glfop
@dnc
@rnc
@mrrjnkns

Top Mentioned in G6:
@googlenews
@democracynow
@davidkli
@janellefiona
@urocklive1
@mprnews
@anniegabstonh
@youtube
@an3ita5
@dailysoundnfury

Top Mentioned in G7:
@youtube
@glennkirschner2
@gre8tblackshark
@angry_staffer
@ericgarland
@2nd_little
@cici77
@genevieveisgg
@momsrod_janet
@redheadb3

Top Mentioned in G8:
@reallyamerican1
@mmpadellan
@adragon8umike
@liberalgoddess
@designationsix
@doccbeidson
@lindaawright3
@joyannreid
@lovedogs233
@smilan317

Top Mentioned in G9:
@joyannreid
@cbsnews
@lavenderoneal1
@etsu
@jshay5
@tngop
@chrissywhite71
@joanmarm
@nbcnow_
@nbcaaron

Top Mentioned in G10:
@virginialoughn1
@drgjackbrown
@helnfitz
@youtube
@toddmargo
@amvetsupport
@socialistal
@yahoo
@debkingkent
@sbbmuud

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@rojname_com
@missb62
@tomthunkitsmind
@mrdjones
@oldlady12345
@filafresh
@rashidaldosari

Top Tweeters in G1:
@cagney1991
@ginalawriw
@lesleygsmith3
@79topper
@chriskirouac
@patricklee6669
@betseybess
@rrnunez
@bmlewis2
@deansherrys

Top Tweeters in G2:
@pulpnews
@rojname_com
@mrdjones
@paoloigna1
@titrespresse
@venezolanonews
@andyvermaut
@billm9
@inquirerdotnet
@politicalhedge

Top Tweeters in G3:
@oldlady12345
@thereal_rebel
@kenkircher1
@beverly21811568
@govsherazkhan
@cotey_mary
@pgrandee10
@pamcurtis4210
@pushandpulljlm
@debrob1947

Top Tweeters in G4:
@bannerite
@backstorymom1
@netminnow
@only4rm
@lorettabower3
@panthergodbast
@lawgirl318
@granny_st
@kimpy123
@srauer20

Top Tweeters in G5:
@alizardx
@debsomewhere
@brendahazelhur1
@katgodspell
@shift_in2_turbo
@melodijoy
@bastiongray
@bartzebest
@bresla_linda
@chappells_show

Top Tweeters in G6:
@jmuhj1
@antipandemonium
@solomankarl
@juliawb
@elevenbravo138
@charlenegapeach
@hopealdridge
@torirob11
@covid19testsnow
@sonokocentral

Top Tweeters in G7:
@tomthunkitsmind
@solutioneer72
@britpoptarts
@stockguy61
@ecclesias
@sylviaz1913
@maryalicebisho2
@kath2252
@briangrnotabot
@melissajpeltier

Top Tweeters in G8:
@buffaloon
@ewindham3
@sandykalano
@carollarue
@zsarrina
@cynicalvision50
@tati_vict
@bengin1003
@knotsthoughtz
@lbpyyz

Top Tweeters in G9:
@thepoliticalcat
@jrbkjrbk
@amadii
@monicarivpin
@glangendorf01
@deemoney521
@tatzanx
@laura78703
@alwaysthinkhow
@electricboyo

Top Tweeters in G10:
@manmet80
@jocowboys87
@notcomey
@aclaysuper
@marykeithbare1
@stanspak
@jeffreymeursing
@575haiku
@shoos4u
@breakingkind


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