Chauvin, Twitter, 4/2/2021 7:37:51 PM, 251823


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Chauvin_2021-04-02_11-44-41.xlsx
Chauvin_2021-04-02_11-44-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 02, 2021
Short Description:
Chauvin via NodeXL https://bit.ly/3unRyNP
@joyannreid
@mmpadellan
@yamiche
@glennkirschner2
@anniegabstonh
@joshuapotash
@dannyspewak
@johnbre02458261
@jackposobiec
@mhdksafa

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

Description:
Description
The graph represents a network of 14,512 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 Friday, 02 April 2021 at 19:09 UTC.

The tweets in the network were tweeted over the 1-hour, 52-minute period from Friday, 02 April 2021 at 16:51 UTC to Friday, 02 April 2021 at 18:44 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 : 14512
Unique Edges : 18995
Edges With Duplicates : 3981
Total Edges : 22976
Number of Edge Types : 5
Retweet : 14760
Replies to : 2192
Tweet : 2449
Mentions : 2250
MentionsInRetweet : 1325
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0.00733576047383579
Reciprocated Edge Ratio : 0.0145646779587874
Connected Components : 1551
Single-Vertex Connected Components : 994
Maximum Vertices in a Connected Component : 11898
Maximum Edges in a Connected Component : 20164
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.943254
Graph Density : 8.80315332390126E-05
Modularity : 0.68983
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 14,512 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 Friday, 02 April 2021 at 19:09 UTC.

The tweets in the network were tweeted over the 1-hour, 52-minute period from Friday, 02 April 2021 at 16:51 UTC to Friday, 02 April 2021 at 18:44 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:
[221] https://trib.al/fLzXPi1
[186] https://twitter.com/DannySpewak/status/1378009566043049986
[154] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[143] https://trib.al/jcrIWiL
[135] https://www.thetimes.co.uk/article/derek-chauvin-trial-george-floyd-became-addicted-to-opioids-after-chronic-back-pain-says-girlfriend-38xl6v9w8
[132] https://trib.al/ICDhZTR
[127] https://twitter.com/DannySpewak/status/1378022747666796546
[103] https://www.usatoday.com/story/news/nation/2021/04/01/derek-chauvin-trial-past-violence-force-arrestee-george-floyd/7020506002/
[101] https://apnews.com/article/derek-chauvin-trial-day-5-live-updates-a9a6c37d5cbc8595e73d9e40d4c2fa56
[99] https://twitter.com/latimes/status/1377856572437766144

Top URLs in Tweet in G1:
[166] https://twitter.com/DannySpewak/status/1378009566043049986
[112] https://twitter.com/DannySpewak/status/1378022747666796546
[74] https://www.startribune.com/minneapolis-police-lieutenant-derek-chauvin-s-knee-on-george-floyd-s-neck-was-totally-unnecessary/600041434/
[61] https://www.reuters.com/article/idUSKBN2BP16O
[16] https://www.startribune.com/derek-chauvin-trial-shows-people-who-film-police-violence-later-struggle-with-trauma/600041556/
[15] https://www.usatoday.com/story/opinion/2021/04/02/derek-chauvin-trial-george-floyd-video-traumatizes-community-witnesses-column/4828923001/
[11] https://www.kare11.com/article/news/local/george-floyd/derek-chauvin-trial-richard-zimmerman-minneapolis-police-lieutenant-george-floyd/89-4d499ddd-5b70-40c0-a654-3fe233b5c2e2
[7] https://uk.reuters.com/article/uk-usa-race-georgefloyd/senior-officer-says-chauvin-used-totally-unnecessary-force-on-george-floyd-idUKKBN2BP185
[6] https://link.chtbl.com/-XcFegTQ
[5] https://twitter.com/nicolledwallace/status/1377787518737903618

Top URLs in Tweet in G2:
[57] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[56] https://apnews.com/article/derek-chauvin-trial-day-5-live-updates-a9a6c37d5cbc8595e73d9e40d4c2fa56
[29] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html
[25] https://apple.news/AESqbdMlYQsO-YxFjwXeHew
[18] https://www.huffpost.com/entry/derek-chauvin-use-of-force-unnecessary_n_60673f2ec5b66c4ab6b21f2f
[11] https://www.washingtonpost.com/nation/2021/04/02/derek-chauvin-trial-live/
[8] https://www.washingtonpost.com/opinions/kneeling-on-george-floyds-neck-sent-a-message-to-everyone-who-saw-it/2021/04/01/caa65666-9315-11eb-9668-89be11273c09_story.html?tid=ss_tw
[7] https://www.usatoday.com/story/news/nation/2021/04/02/derek-chauvin-trial-live-updates-day-5/7019237002/
[7] http://www.msn.com/en-us/news/us/derek-chauvin-trial-day-5-lieutenant-calls-use-of-force-on-george-floyd-totally-unnecessary-first-week-of-testimony-ends/ar-BB1feMN3?ocid=st
[6] https://www.cnn.com/2021/04/02/us/iyw-black-mental-health-resources-wellness/index.html

Top URLs in Tweet in G3:
[16] https://trib.al/wIIzbAJ
[13] https://www.youtube.com/watch?v=IvUpPLdWyWg&feature=youtu.be

[12] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?source=articles&via=rss
[9] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html?smid=tw-share
[7] https://www.dailymail.co.uk/news/article-8959493/Derek-Chauvin-knelt-14-year-old-boys-struggled-breath-prosecutors-say.html
[5] https://twitter.com/therecount/status/1376573842513092608
[4] https://www.vox.com/21497089/police-prosecutions-black-lives-matter-breonna-taylor-george-floyd
[4] https://www.msnbc.com/opinion/derek-chauvin-s-defense-strategy-george-floyd-trial-emphasizes-pathology-n1262332?icid=msd_topgrid
[4] https://www.youtube.com/watch?v=_9s7b4_sVIU&feature=youtu.be

[3] https://twitter.com/DannySpewak/status/1378009566043049986

Top URLs in Tweet in G4:
[5] https://twitter.com/cbsnews/status/1378020153741479936
[5] https://twitter.com/therecount/status/1378028484002512896
[3] https://www.youtube.com/watch?v=gIGeAbVIkM4

[3] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?via=twitter_page
[2] https://www.usatoday.com/story/news/nation/2021/04/01/derek-chauvin-trial-past-violence-force-arrestee-george-floyd/7020506002/
[1] https://www.cbsnews.com/amp/news/derek-chauvin-nightclub-george-floyd-security-shifts-el-nuevo-rodeo-minneapolis/
[1] https://www.mprnews.org/amp/story/2020/11/18/prosecutors-14yearold-boy-cried-mom-as-chauvin-knelt-on-his-back-for-17-minutes?__twitter_impression=true
[1] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html?referringSource=articleShare
[1] https://nytv.to/ykZko
[1] https://apple.news/AESqbdMlYQsO-YxFjwXeHew

Top URLs in Tweet in G5:
[42] https://twitter.com/therecount/status/1378028484002512896
[28] https://nytv.to/ykZko
[26] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?via=twitter_page
[25] https://politicon.podlink.to/sistersinlaw
[12] https://twitter.com/cnnbrk/status/1378032435716296715
[7] https://www.mprnews.org/amp/story/2020/11/18/prosecutors-14yearold-boy-cried-mom-as-chauvin-knelt-on-his-back-for-17-minutes?__twitter_impression=true
[7] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?source=twitter&via=desktop
[6] https://www.usatoday.com/story/news/nation/2021/04/01/derek-chauvin-trial-past-violence-force-arrestee-george-floyd/7020506002/
[5] https://www.usatoday.com/story/news/nation/2021/04/02/derek-chauvin-trial-what-do-when-you-see-police-brutality/7046047002/
[5] https://www.dailymail.co.uk/news/article-9430299/Derek-Chauvin-trial-Police-testify-securing-George-Floyd-scene.html?ito=social-twitter_dailymailus

Top URLs in Tweet in G6:
[4] https://twitter.com/phil_lewis_/status/1378025838403276800
[4] https://apnews.com/article/derek-chauvin-trial-day-5-live-updates-a9a6c37d5cbc8595e73d9e40d4c2fa56
[3] https://www.cnn.com/2021/04/02/us/george-floyd-derek-chauvin-trial-day-5/index.html
[3] https://twitter.com/glennkirschner2/status/1378013226940633088?s=20
[2] https://www.nbcnews.com/news/us-news/he-choked-me-out-others-detail-allegations-abuse-officer-who-n1259207
[2] https://www.theguardian.com/us-news/2021/apr/01/derek-chauvin-supervisor-testimony-george-floyd
[2] https://www.usatoday.com/story/news/nation/2021/03/30/derek-chauvin-trial-eric-nelson-defense-george-floyd/6969253002/
[2] https://amp.kstp.com/articles/former-minneapolis-officer-chauvin-wife-charged-with-tax-fraud--5802654.html
[2] https://twitter.com/therecount/status/1378028484002512896
[2] https://minnesota.cbslocal.com/2020/05/29/george-floyd-derek-chauvin-worked-security-at-same-minneapolis-nightclub/

Top URLs in Tweet in G7:
[1] https://www.vice.com/en/article/wx8wbb/derek-chauvin-kneeling-on-george-floyd-was-totally-unnecessary-1-minneapolis-cop-testifies
[1] https://apple.news/AESqbdMlYQsO-YxFjwXeHew
[1] https://www.mprnews.org/amp/story/2020/11/18/prosecutors-14yearold-boy-cried-mom-as-chauvin-knelt-on-his-back-for-17-minutes?__twitter_impression=true
[1] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?via=twitter_page

Top URLs in Tweet in G8:
[106] https://trib.al/ICDhZTR
[53] https://trib.al/PpKeEcm
[27] https://news.sky.com/story/derek-chauvin-trial-proceedings-enter-fifth-day-after-paramedics-and-george-floyds-partner-give-evidence-12260036
[18] https://trib.al/mWvNLhd
[15] https://trib.al/g9E2iEF
[14] https://www.cnn.com/2021/04/02/opinions/derek-chauvin-trial-george-floyd-video-trauma-henderson/index.html
[13] https://trib.al/0vemlik
[11] http://goodmorningamerica.com/news/story/derek-chauvin-trial-exposes-trauma-survivors-guilt-witnesses-76809771
[11] https://www.thedailybeast.com/minneapolis-police-officers-testify-against-derek-chauvin-in-george-floyd-trial?source=articles&via=rss
[10] http://www.cnn.com/

Top URLs in Tweet in G9:
[131] https://www.thetimes.co.uk/article/derek-chauvin-trial-george-floyd-became-addicted-to-opioids-after-chronic-back-pain-says-girlfriend-38xl6v9w8
[23] https://podcasts.apple.com/us/podcast/law-of-self-defense-news-q-a/id1546136066
[22] https://twitter.com/RealBetyCardens/status/1378021088198713344
[8] https://kstp.com/news/morries-hall-passenger-seen-with-george-floyd-invokes-fifth-amendment-to-refuse-testimony-in-derek-chauvin-trial/6060165/
[5] https://www.iheart.com/podcast/269-the-tom-roten-morning-show-70632979/episode/leonydus-johnson-wheres-the-proof-of-80440858/?cmp=web_share&embed=true
[4] https://www.wpri.com/video/video-now-chauvin-trial-update-thursday-noon/6493148/
[3] https://twitter.com/nytimes/status/1377244332395220992
[2] https://legalinsurrection.com/2021/04/chauvin-trial-breaking-mama-was-george-floyds-nickname-for-his-drug-sharing-girlfriend/
[2] 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.robmaness.com/2021/04/can-key-witness-exonerate-derek-chauvin/

Top URLs in Tweet in G10:
[125] https://trib.al/jcrIWiL
[70] https://trib.al/G1OaY6I
[53] http://trib.al/M4c7Jn8
[25] https://trib.al/lEoInLL
[22] https://trib.al/0QsshbX
[21] https://trib.al/w8q6Yrr
[12] https://www.nytimes.com/2021/04/02/us/richard-zimmerman-chauvin.html?referringSource=articleShare
[11] https://trib.al/8HS1kM5
[11] https://www.democracynow.org/2021/4/2/headlines/ex_supervisor_says_derek_chauvins_fatal_restraint_of_george_floyd_violated_use_of_force_policies
[10] https://twitter.com/yamiche/status/1378023617401880577

Top Domains
Top Domains in Tweet in Entire Graph:
[1083] trib.al
[930] twitter.com
[300] cnn.com
[210] usatoday.com
[207] co.uk
[154] nytimes.com
[134] startribune.com
[108] youtube.com
[104] apnews.com
[94] theguardian.com

Top Domains in Tweet in G1:
[310] twitter.com
[98] startribune.com
[72] reuters.com
[22] usatoday.com
[21] trib.al
[15] kare11.com
[9] cnn.com
[7] thedailybeast.com
[6] chtbl.com
[5] cbsnews.com

Top Domains in Tweet in G2:
[95] twitter.com
[85] cnn.com
[58] nytimes.com
[56] apnews.com
[32] washingtonpost.com
[27] apple.news
[26] npr.org
[22] co.uk
[21] huffpost.com
[21] msn.com

Top Domains in Tweet in G3:
[53] youtube.com
[19] twitter.com
[19] trib.al
[13] thedailybeast.com
[10] nytimes.com
[7] co.uk
[5] usatoday.com
[4] vox.com
[4] msnbc.com
[3] washingtonpost.com

Top Domains in Tweet in G4:
[10] twitter.com
[3] youtube.com
[3] thedailybeast.com
[2] usatoday.com
[1] cbsnews.com
[1] mprnews.org
[1] nytimes.com
[1] nytv.to
[1] apple.news
[1] startribune.com

Top Domains in Tweet in G5:
[67] twitter.com
[35] thedailybeast.com
[28] nytv.to
[25] podlink.to
[18] trib.al
[11] usatoday.com
[10] washingtonpost.com
[7] co.uk
[7] mprnews.org
[7] nytimes.com

Top Domains in Tweet in G6:
[16] twitter.com
[4] apnews.com
[3] cnn.com
[3] usatoday.com
[2] nbcnews.com
[2] mprnews.org
[2] cbsnews.com
[2] theguardian.com
[2] kstp.com
[2] cbslocal.com

Top Domains in Tweet in G7:
[1] vice.com
[1] apple.news
[1] mprnews.org
[1] thedailybeast.com

Top Domains in Tweet in G8:
[266] trib.al
[43] cnn.com
[30] sky.com
[12] thedailybeast.com
[11] goodmorningamerica.com
[6] theguardian.com
[6] tampabay.com
[5] twitter.com
[5] cbsnews.com
[5] vox.com

Top Domains in Tweet in G9:
[131] co.uk
[26] twitter.com
[23] apple.com
[8] kstp.com
[5] iheart.com
[4] wpri.com
[2] legalinsurrection.com
[2] cnn.com
[2] robmaness.com
[1] cbsnews.com

Top Domains in Tweet in G10:
[371] trib.al
[18] twitter.com
[15] nytimes.com
[12] democracynow.org
[3] wsj.com
[3] cnn.com
[2] kare11.com
[2] usatoday.com
[2] newsdey.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1358] chauvintrial
[586] georgefloyd
[408] chauvin
[400] derekchauvintrial
[300] derekchauvin
[218] justiceforgeorgefloyd
[117] freshvoicesrise
[102] floyd
[94] onev1
[85] chauvinisguilty



Top Hashtags in Tweet in G1:
[637] chauvintrial
[43] derekchauvintrial
[29] georgefloyd
[21] derekchauvin
[19] chauvin
[9] justiceforgeorgefloyd
[7] amrstaff
[7] georgefloydtrial
[5] floyd
[5] ericnelson

Top Hashtags in Tweet in G2:
[41] derekchauvintrial
[35] georgefloyd
[35] smartnews
[33] chauvintrial
[24] chauvin
[18] derekchauvin
[15] justiceforgeorgefloyd
[13] georgefloydtrial
[6] blacklivesmatter
[5] justicematters

Top Hashtags in Tweet in G3:
[59] chauvintrial
[46] derekchauvintrial
[22] justicematters
[17] chauvin
[9] justiceforgeorgefloyd
[9] derekchauvinisguilty
[7] georgefloyd
[6] derekchauvin
[5] georgefloydtrial
[3] derekchauvinisguiltyaf

Top Hashtags in Tweet in G4:
[31] chauvintrial
[11] justiceforgeorgefloyd
[10] chauvin
[5] floyd
[3] sleepwithoneeyeopenclutchingyourpillowtight
[2] derekchauvin
[1] blacklivesmatter
[1] onev1
[1] amrstaff
[1] freshvoicesrise

Top Hashtags in Tweet in G5:
[144] chauvin
[73] chauvintrial
[47] floyd
[44] amrstaff
[25] sistersinlaw
[12] derekchauvin
[11] demvoice1
[10] georgefloyd
[10] onev1
[10] freshvoicesrise

Top Hashtags in Tweet in G6:
[26] pain
[26] bravery
[26] strength
[26] murdering
[26] chauvintrial
[9] georgefloyd
[6] derekchauvintrial
[5] chauvinmurderedmrfloyd
[4] chauvin
[3] chauvindefense

Top Hashtags in Tweet in G7:
[10] chauvintrial
[9] georgefloyd
[8] chauvin

Top Hashtags in Tweet in G8:
[8] chauvintrial
[8] chauvin
[7] georgefloydtrial
[6] georgefloyd
[5] chauvintrialonhln
[4] floyd
[3] justiceforgeorgefloyd
[3] derekchauvin
[3] ericnelson
[2] championofhumanrights

Top Hashtags in Tweet in G9:
[126] georgefloyd
[2] chauvintrial
[1] notguilty

Top Hashtags in Tweet in G10:
[19] chauvintrial
[18] georgefloyd
[6] derekchauvin
[5] derekchauvintrial
[2] policeofficer
[2] derekchauvinmurdertrial
[2] georgefloydmattered
[2] murder
[1] chauvin
[1] blm

Top Words
Top Words in Tweet in Entire Graph:
[18107] chauvin
[8111] derek
[6926] floyd
[6184] george
[4839] police
[4127] zimmerman
[4121] trial
[3899] lt
[3513] unnecessary
[3497] force

Top Words in Tweet in G1:
[3329] chauvin
[1496] floyd
[1445] derek
[1366] george
[1018] zimmerman
[1014] police
[958] lt
[868] officers
[787] minneapolis
[778] uncalled

Top Words in Tweet in G2:
[922] chauvin
[420] derek
[418] floyd
[359] george
[343] trial
[219] police
[176] force
[165] neck
[154] 'totally
[147] officer

Top Words in Tweet in G3:
[1112] chauvin
[452] lt
[449] zimmerman
[402] force
[396] totally
[389] unnecessary
[342] use
[331] floyd
[323] derek
[320] testified

Top Words in Tweet in G4:
[1217] chauvin
[519] zimmerman
[514] lt
[514] unnecessary
[509] totally
[499] police
[476] more
[473] convict
[470] richard
[466] testimony

Top Words in Tweet in G5:
[787] chauvin
[331] police
[292] george
[285] derek
[243] floyd
[242] zimmerman
[235] neck
[219] lt
[214] knee
[209] trial

Top Words in Tweet in G6:
[707] abuse
[699] record
[430] chauvin's
[381] chauvin
[370] more
[360] floyd's
[352] people
[352] far
[351] drug
[351] saying

Top Words in Tweet in G7:
[1364] system
[554] cops
[502] derek
[502] killed
[497] reform
[495] year
[495] old
[494] chicago
[494] 13
[494] monday

Top Words in Tweet in G8:
[526] chauvin
[394] derek
[317] george
[317] floyd
[303] police
[231] officer
[217] department
[206] neck
[200] trial
[196] knee

Top Words in Tweet in G9:
[339] chauvin
[278] before
[271] two
[191] wrong
[170] lt
[168] zimmerman
[166] drugs
[165] mpd
[159] using
[141] death

Top Words in Tweet in G10:
[428] police
[366] derek
[359] chauvin
[345] minneapolis
[309] floyd
[295] george
[287] zimmerman
[282] lt
[264] richard
[231] neck

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7140] derek,chauvin
[5410] george,floyd
[3325] totally,unnecessary
[2189] chauvin,trial
[2074] richard,zimmerman
[1969] lt,richard
[1747] lt,zimmerman
[1641] use,force
[1629] minneapolis,police
[1336] knee,neck

Top Word Pairs in Tweet in G1:
[1339] derek,chauvin
[1226] george,floyd
[629] chauvin,defense
[591] totally,unnecessary
[572] putting,knee
[507] lt,zimmerman
[506] defense,lawyer
[505] chauvin,fight
[505] minneapolis,police
[502] trying,argue

Top Word Pairs in Tweet in G2:
[372] derek,chauvin
[307] george,floyd
[225] chauvin,trial
[136] 'totally,unnecessary'
[103] totally,unnecessary
[98] kneeling,george
[95] homicide,detective
[94] floyd,'totally
[89] top,homicide
[85] use,force

Top Word Pairs in Tweet in G3:
[382] totally,unnecessary
[339] lt,zimmerman
[333] use,force
[309] chauvin,use
[304] zimmerman,testified
[303] force,totally
[300] testified,chauvin
[294] derek,chauvin
[232] george,floyd
[100] richard,zimmerman

Top Word Pairs in Tweet in G4:
[509] totally,unnecessary
[470] richard,zimmerman
[469] lt,richard
[461] police,lt
[454] more,enough
[454] convict,chauvin
[453] actions,chauvin
[452] testimony,minnesota
[452] minnesota,police
[452] zimmerman,calling

Top Word Pairs in Tweet in G5:
[277] derek,chauvin
[191] george,floyd
[134] richard,zimmerman
[130] lt,richard
[126] chauvin,defense
[124] #chauvin's,knee
[107] chauvin,trial
[100] trained,kneel
[99] officer,minneapolis
[96] george,floyd's

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

Top Word Pairs in Tweet in G7:
[495] year,old
[494] chicago,cops
[494] cops,killed
[494] killed,13
[494] 13,year
[494] old,monday
[441] derek,chauvin
[435] going,convict
[434] look,going
[434] convict,derek

Top Word Pairs in Tweet in G8:
[367] derek,chauvin
[279] george,floyd
[217] police,department
[140] minneapolis,police
[127] used,george
[112] senior,officer
[111] officer,minneapolis
[111] chauvin,used
[111] neck,kill
[110] chauvin,trial

Top Word Pairs in Tweet in G9:
[167] lt,zimmerman
[159] using,drugs
[131] illicit,opioids
[131] opioids,two
[131] two,weeks
[131] weeks,before
[131] before,death
[131] suffered,overdose
[131] two,months
[126] #georgefloyd,girlfriend

Top Word Pairs in Tweet in G10:
[310] minneapolis,police
[286] george,floyd
[263] lt,richard
[249] derek,chauvin
[239] richard,zimmerman
[186] totally,unnecessary
[160] floyd,totally
[153] against,george
[142] knee,neck
[142] amount,time

Top Replied-To
Top Replied-To in Entire Graph:
@joyannreid
@glennkirschner2
@jillwinebanks
@johnbre02458261
@yamiche
@mmpadellan
@mdnij34
@omarjimenez
@cnn
@anniegabstonh

Top Replied-To in G1:
@joyannreid
@yamiche
@chrissywhite71
@startribune
@dannyspewak
@ndeayanceybragg
@bobc413
@kimin55686484
@shaunking
@jillwinebanks

Top Replied-To in G2:

Top Replied-To in G3:
@glennkirschner2
@smilan317
@omarjimenez
@erogers8877
@laughingcat2016
@jillwinebanks
@fierymaliha
@therecount
@joyannreid
@jbrownedianis

Top Replied-To in G4:
@mmpadellan
@walshfreedom
@markfry809
@reallyamerican1
@williamgphoto
@glennkirschner2
@amberwb
@xojayb
@shadowwolf240
@denigayle

Top Replied-To in G5:
@jillwinebanks
@eugene_robinson
@thedailybeast
@drgjackbrown
@nicolledwallace
@mitchellreports
@yamiche
@maddog4biden
@glennkirschner2
@kruseski

Top Replied-To in G6:
@anniegabstonh
@capehartj
@wingdigit
@stuart_dolan
@jasonoverstreet
@clyde_isman
@slady1961
@democracyinn
@tazviz
@demzrcorrupt

Top Replied-To in G7:
@joshuapotash
@ladyjacq66

Top Replied-To in G8:
@cnn
@papastuds55
@bbcnews
@abc
@labarber02
@ajkkane
@thelauracoates
@skynews
@emeraldscityx
@joeyjacksonesq

Top Replied-To in G9:
@jackposobiec
@brianstelter
@leonydusjohnson
@johncardillo
@realbetycardens
@mrandyngo
@gregreddell
@ripamerica50
@officerdunphy
@xeratharwow

Top Replied-To in G10:
@nytimes
@hashbro47341713
@toonden
@esmemurphy
@mtrollbots
@mmpadellan
@sage_lerner
@askechadd
@tbelaviv
@vitogesualdi

Top Mentioned
Top Mentioned in Entire Graph:
@thelauracoates
@nbcnews
@joycewhitevance
@mprnews
@daniellalsilva
@startribune
@joyannreid
@youtube
@glennkirschner2
@usatoday

Top Mentioned in G1:
@startribune
@joyannreid
@dannyspewak
@ndeayanceybragg
@lavenderoneal1
@yamiche
@happywoman9
@talkingfedspod
@paulkrugman
@alfranken

Top Mentioned in G2:
@cbnnews
@ric9871ric
@spinndotcity

Top Mentioned in G3:
@youtube
@glennkirschner2
@tribelaw
@malcolmnance
@glfop
@dnc
@rnc
@cici77
@msnbcdaily
@ericgarland

Top Mentioned in G4:
@mmpadellan
@therascal2010
@joycewhitevance

Top Mentioned in G5:
@joycewhitevance
@11thhour
@jillwinebanks
@kimberlyeatkins
@eugene_robinson
@shaqbrewster
@minneapolispd
@thedailybeast
@h_mitchellphoto
@nicolledwallace

Top Mentioned in G6:
@anniegabstonh
@capehartj
@googlenews
@startin62818521
@caballdraws
@voteblue4us
@backstorymom1
@citizenwonk
@gabegutierrez
@talbertswan

Top Mentioned in G8:
@abc
@sallylockwood
@cnn
@abcnewslive
@niacnn
@msnbc
@kennethmoton
@berniceking
@donlemon
@emeraldscityx

Top Mentioned in G9:
@lawselfdefense
@jackposobiec
@niacnn
@johncardillo
@patwillroty21
@robmaness
@premtonsadiku1
@mudrmdb
@machaka
@chaimsolo

Top Mentioned in G10:
@nytimes
@democracynow
@stephrockscali
@tbelaviv
@wsj
@redwhtblue
@sage_lerner
@hashbro47341713
@shaunking
@hochiepokie

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@mrdjones
@oldlady12345
@filafresh
@rashidaldosari
@dichristine
@zyiteblog

Top Tweeters in G1:
@oldlady12345
@filafresh
@britpoptarts
@inspiteoftrump
@mharvey816
@angelajeong
@debilu2
@ligayaloyola
@pollsstar
@politicalbee

Top Tweeters in G2:
@pulpnews
@tomthunkitsmind
@mrdjones
@elpoliticonews
@andyvermaut
@jondknight
@noticiasveapp
@therussophile
@thedextazlab
@strawberryng

Top Tweeters in G3:
@monicasloves
@cagney1991
@manmet80
@akuma_river
@jilevin
@sar_oso
@kimvie
@cantankerusfemi
@smilan317
@skepmi

Top Tweeters in G4:
@teram323tere
@gpwriter
@janet_yackle
@jcr914
@sandralhanlon
@dianerocks52
@crlulukat
@lfkraus
@nancysa45944060
@rteefact

Top Tweeters in G5:
@roripierpont1
@carrybeyond
@darlene_edw
@vi44
@whirledcitizen_
@bukiwilliams
@shareitarie10
@donnathorson
@janattheocean
@laurendownsouth

Top Tweeters in G6:
@yarosisnancy
@backstorymom1
@sylviaz1913
@24baseballreed
@upuouo
@redz041
@wernerkeil
@gadflyquebec
@magsmom7
@cynicalvision50

Top Tweeters in G7:
@champagnephilly
@auntsophie1
@bettyb00p00
@cyndiw100
@waterflowerm
@buttlersue
@k810mt
@lovinurvibe
@algierslady
@brightlight46

Top Tweeters in G8:
@chrisbrey1
@theresamax
@saifquadri
@supermanhotmale
@ikateufel
@skynews
@bbcnews
@den_fabrizi
@njmike731
@june4th

Top Tweeters in G9:
@pauloparmm
@_yvonneburton
@pimenov_lia
@limadoc
@michaelbarger1
@maegan_laporte
@elizbethlmaness
@nooneishere51
@staythecourse7
@tedcornwell

Top Tweeters in G10:
@rashidaldosari
@joleonbusby
@sddphoto
@maybel65
@awelab1956
@huffpost
@yojora
@aclaysuper
@deepvard
@charluv2011


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