Ahmaud Arbery, Twitter, 11/18/2021 3:35:04 AM, 266530
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Ahmaud Arbery_2021-11-17_18-20-15.xlsx
Ahmaud Arbery_2021-11-17_18-20-15.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
November 18, 2021
Short Description:
Ahmaud Arbery via NodeXL https://bit.ly/3oCReJC
@thedailyshow
@lmauricecpr
@joycewhitevance
@keithboykin
@michaelharriot
@liveonthechat
@thedailybeast
@johnpavlovitz
@drrjkavanagh
@johnjharwood

Top hashtags:
#ahmaudarbery
#theview
#demvoice1
#ahmaudarberytrial

Description:
Description
The graph represents a network of 14,767 Twitter users whose recent tweets contained "Ahmaud Arbery", 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 Thursday, 18 November 2021 at 03:15 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 35-minute period from Tuesday, 16 November 2021 at 23:44 UTC to Thursday, 18 November 2021 at 02:19 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 : 14767
Unique Edges : 18334
Edges With Duplicates : 2673
Total Edges : 21007
Number of Edge Types : 5
Tweet : 3070
Replies to : 739
Mentions : 1224
Retweet : 14248
MentionsInRetweet : 1726
Self-Loops : 3135
Reciprocated Vertex Pair Ratio : 0.00475352112676056
Reciprocated Edge Ratio : 0.009462064131768
Connected Components : 1818
Single-Vertex Connected Components : 1371
Maximum Vertices in a Connected Component : 11960
Maximum Edges in a Connected Component : 17730
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.642004
Graph Density : 7.85188604999556E-05
Modularity : 0.73443
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,767 Twitter users whose recent tweets contained "Ahmaud Arbery", 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 Thursday, 18 November 2021 at 03:15 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 35-minute period from Tuesday, 16 November 2021 at 23:44 UTC to Thursday, 18 November 2021 at 02:19 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 : Ahmaud Arbery
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:
[393] https://www.theroot.com/we-need-to-talk-about-the-values-of-the-white-community-1848067339
[330] https://twitter.com/newsworthy17/status/1461005561705738242
[302] https://johnpavlovitz.com/2020/05/07/white-americans-need-to-condemn-white-racism-in-america/
[279] https://www.thedailybeast.com/ahmaud-arbery-suspect-william-bryan-was-able-to-go-home-after-february-shooting-gbi-agent-richard-dial-said?via=twitter_page
[266] https://apnews.com/article/ahmaud-arbery-crime-georgia-race-and-ethnicity-brunswick-2c4f212153949b6f65e679eb2ab2444b
[162] https://www.washingtonpost.com/opinions/2021/11/17/ahmaud-arbery-trial-exclude-black-pastors/
[104] https://www.nbcnews.com/news/us-news/either-two-gunshots-struck-ahmaud-arbery-could-have-been-fatal-n1283966
[98] https://www.cnn.com/2021/11/17/us/ahmaud-arbery-killing-trial-day-9-wednesday/index.html
[98] https://www.usatoday.com/story/news/nation/2021/11/17/ahmaud-arbery-trial-travis-mcmichael-defense-first-witnesses/8649144002/
[85] https://reason.com/2021/11/17/ahmaud-arbery-murder-trial-kyle-rittenhouse/

Top URLs in Tweet in G1:
[4] https://trib.al/wvGIcEd
[2] https://news.yahoo.com/man-shot-ahmaud-arbery-testifies-230521062.html
[2] https://trib.al/mnPzoM7
[2] https://www.npr.org/2021/11/17/1056585780/travis-mcmichael-testifies-murder-trial-ahmaud-arbery?utm_source=facebook.com&utm_medium=social&utm_term=nprnews&utm_campaign=npr&fbclid=IwAR0yXVcAbf_quQHDqb4gUGuMeWajgMPGLBpB1W3aET9PMvDXOohAAbaxzPU
[2] https://www.essence.com/news/travis-mcmichael-said-f-king-n-ger-after-ahmaud-arbery-was-shot/
[2] https://www.democracynow.org/2021/11/15/rev_dr_william_barber_ahmaud_arbery?utm_source=Democracy+Now%21&utm_campaign=fd6cd29564-Daily_Digest_COPY_01&utm_medium=email&utm_term=0_fa2346a853-fd6cd29564-192220221
[2] https://www.cnn.com/2021/11/16/us/ahmaud-arbery-killing-trial-day-8-tuesday/index.html
[2] https://www.cnn.com/2021/11/12/us/ahmaud-arbery-killing-trial-day-6-friday/index.html
[1] https://apnews.com/article/ahmaud-arbery-crime-shootings-georgia-race-and-ethnicity-1e87b4951883d5c7c479d38989376092
[1] https://www.forbes.com/sites/nicholasreimann/2021/11/15/judge-rejects-mistrial-request-for-ahmaud-arberys-killers-over-civil-rights-figures/?sh=2e9ec6231950&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter

Top URLs in Tweet in G2:
[70] https://www.cnn.com/2021/11/17/us/ahmaud-arbery-killing-trial-day-9-wednesday/index.html
[21] https://www.usatoday.com/story/news/nation/2021/11/17/ahmaud-arbery-trial-travis-mcmichael-defense-first-witnesses/8649144002/
[20] https://www.cnn.com/2021/11/16/us/ahmaud-arbery-killing-trial-day-8-tuesday/index.html
[18] https://slate.com/news-and-politics/2021/11/nearly-all-the-jurors-in-trial-for-the-murder-of-ahmaud-arbery-are-white.html
[15] https://www.washingtonpost.com/opinions/2021/11/17/ahmaud-arbery-trial-exclude-black-pastors/
[14] https://www.washingtonpost.com/nation/2021/11/16/ahmaud-arbery-trial-medical-examiner/
[13] https://www.npr.org/2021/11/17/1056585780/travis-mcmichael-testifies-murder-trial-ahmaud-arbery
[12] https://www.foxnews.com/us/ahmaud-arbery-trial-state-georgia-rests-case
[10] https://www.usatoday.com/story/opinion/columnists/2021/11/16/ahmaud-arbery-death-systemic-racism-trial/8628934002/
[10] https://www.reuters.com/world/us/ahmaud-arbery-could-have-asked-defendant-help-defense-tells-georgia-jury-2021-11-17/

Top URLs in Tweet in G3:
[54] https://trib.al/mnPzoM7
[53] https://trib.al/w1xNZUT
[44] http://trib.al/cSWzgEf
[43] https://trib.al/ZETgCUA
[37] https://trib.al/wvGIcEd
[36] https://www.reuters.com/world/us/prosecution-rests-georgia-trial-over-ahmaud-arberys-killing-2021-11-16/?taid=619442806d14d70001f40e1c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[34] https://twitter.com/i/broadcasts/1LyGBopnjEkJN
[34] https://trib.al/HaRnqZV
[33] https://trib.al/vlvBeFa
[30] http://trib.al/YL84Ift

Top URLs in Tweet in G4:
[17] https://www.11alive.com/video/news/crime/ahmaud-arbery/shotgun-used-to-kill-ahmaud-arbery-presented-in-court/85-50702c75-8d3b-4009-997f-933b9abe6f4a
[8] https://apple.news/AtcE64d43TTaE0K29pFP_EQ
[7] https://twitter.com/newsworthy17/status/1461005561705738242
[3] https://www.usatoday.com/story/news/nation/2021/11/16/ahmaud-arbery-autopsy-photos-shotgun-trial/8636992002/
[3] https://www.washingtonpost.com/nation/2021/11/04/arbery-juries-race/
[3] https://johnpavlovitz.com/2020/05/07/white-americans-need-to-condemn-white-racism-in-america/
[3] https://twitter.com/jilevin/status/1461085887400402952
[2] https://trib.al/wvGIcEd
[2] https://www.cnn.com/2021/11/05/us/ahmaud-arbery-trial-body-cam-footage-mother-reaction/index.html
[2] https://www.palmerreport.com/analysis/strange-developments-in-the-trial-of-ahmaud-arberys-killers/42641/

Top URLs in Tweet in G5:
[236] https://twitter.com/newsworthy17/status/1461005561705738242
[11] https://podcasts.apple.com/us/podcast/sistersinlaw/id1551206847
[11] https://www.aljazeera.com/news/2021/11/17/man-who-shot-ahmaud-arbery-testifies-it-was-life-or-death?taid=619590967ccf120001e333d5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.aljazeera.com/news/2021/11/17/prosecution-rests-in-georgia-trial-over-ahmaud-arberys-killing?taid=61944d196d14d70001f40fff&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.dailykos.com/story/2021/11/17/2064775/-LIVE-Defense-attempts-to-get-malice-murder-charge-tossed-out-following-Ahmaud-Arbery-s-death?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[5] https://trib.al/sx4JSAX
[3] https://www.cbsnews.com/news/ahmaud-arbery-kautopsy-photos-medical-examiner-testifies-murder-trial/?ftag=CNM-00-10aab8d&linkId=140402111
[3] https://trib.al/mnPzoM7
[3] https://www.thedailybeast.com/ahmaud-arbery-suspect-william-bryan-was-able-to-go-home-after-february-shooting-gbi-agent-richard-dial-said?via=twitter_page
[2] https://trib.al/KIf0b74

Top URLs in Tweet in G6:
[8] https://twitter.com/iMajorWish/status/1460967427018268672
[7] https://twitter.com/newsworthy17/status/1461005561705738242
[5] https://twitter.com/imajorwish/status/1461005329282568195
[4] https://www.npr.org/2021/11/17/1056585780/travis-mcmichael-testifies-murder-trial-ahmaud-arbery?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://trib.al/g5eYl33
[3] https://www.cbs46.com/news/former-glynn-county-da-arrested-on-charges-related-to-ahmaud-arbery-case/article_0d7ab55c-10b3-11ec-b049-5378b7096669.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://www.theguardian.com/us-news/2021/nov/16/ahmaud-arbery-killing-trial-jury-sees-autopsy-photos?CMP=Share_iOSApp_Other
[2] https://trib.al/wvGIcEd
[2] https://www.clickondetroit.com/news/national/2021/11/17/live-stream-travis-mcmichael-gives-testimony-in-ahmaud-arbery-shooting-trial/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wdiv4
[2] https://www.blackenterprise.com/defense-lawyers-in-ahmaud-arbery-murder-trial-call-for-mistrial-after-arberys-mother-cries/

Top URLs in Tweet in G7:
[361] https://www.theroot.com/we-need-to-talk-about-the-values-of-the-white-community-1848067339
[15] https://twitter.com/blackenterprise/status/1460722205332062210
[2] https://twitter.com/newsworthy17/status/1461005561705738242
[1] http://trib.al/onxfswP

Top URLs in Tweet in G8:
[244] https://apnews.com/article/ahmaud-arbery-crime-georgia-race-and-ethnicity-brunswick-2c4f212153949b6f65e679eb2ab2444b
[18] https://www.liberationnews.org/racist-defense-gets-free-rein-in-trial-of-killers-of-ahmaud-arbery/
[12] https://www.vice.com/en/article/qjb8vb/ahmaud-arbery-killer-self-defense?utm_source=vicenewstwitter
[10] https://www.washingtonpost.com/nation/2021/11/15/arbery-mistrial-judge-gough/?utm_source=twitter&utm_campaign=wp_main&utm_medium=social
[9] https://twitter.com/rjohnston815/status/1460956933691691022
[7] https://www.blackenterprise.com/defense-lawyers-in-ahmaud-arbery-murder-trial-call-for-mistrial-after-arberys-mother-cries/
[5] https://twitter.com/BTnewsroom/status/1460711441921675267
[5] https://www.vice.com/en/article/qjb8vb/ahmaud-arbery-killer-self-defense
[5] https://twitter.com/pslweb/status/1460781325208756228
[4] https://www.theroot.com/we-need-to-talk-about-the-values-of-the-white-community-1848067339

Top URLs in Tweet in G9:
[3] https://www.washingtonpost.com/nation/2021/11/16/ahmaud-arbery-trial-medical-examiner/
[2] https://www.cbsnews.com/news/ahmaud-arbery-killing-trial-lawyer-we-dont-want-any-more-black-pastors/
[1] https://lawandcrime.com/live-trials/live-trials-current/ahmaud-arbery/i-shot-him-accuser-murderer-travis-mcmichael-portrays-ahmaud-arbery-as-the-aggressor-on-stand/
[1] https://www.usatoday.com/story/news/nation/2021/11/15/jesse-jackson-courtroom-ahmaud-arbery-death-trial/8623082002/
[1] https://trib.al/mnPzoM7
[1] https://twitter.com/newsworthy17/status/1461005561705738242
[1] https://www.reuters.com/world/us/defense-lawyer-ahmaud-arbery-trial-asks-jesse-jackson-be-removed-court-2021-11-15/
[1] https://www.cnn.com/2020/05/13/us/ahmaud-arbery-wednesday-surveillance-video/index.html

Top URLs in Tweet in G10:
[12] https://www.youtube.com/watch?v=BA8jxBEgeE4&feature=youtu.be

[10] https://twitter.com/therevcoms/status/1461064850361180166
[10] https://twitter.com/SunsaraTaylor/status/1460800385392599043
[9] https://www.youtube.com/watch?v=BmCSZDbtodA&feature=youtu.be

[8] https://www.marketwatch.com/story/defense-fails-to-remove-rev-jesse-jackson-from-ahmaud-arbery-trial-01637001901
[7] https://www.youtube.com/watch?v=sI3Yh8akigk&feature=youtu.be

[6] https://twitter.com/newsworthy17/status/1461005561705738242
[6] https://www.youtube.com/watch?v=_eAfOnsm2Ew&feature=youtu.be

[6] https://www.youtube.com/watch?v=z50IzldJdeY&feature=youtu.be

[4] https://www.youtube.com/watch?t=2460&v=BA8jxBEgeE4&feature=youtu.be

Top Domains
Top Domains in Tweet in Entire Graph:
[821] twitter.com
[815] trib.al
[403] theroot.com
[364] thedailybeast.com
[332] apnews.com
[302] johnpavlovitz.com
[298] washingtonpost.com
[265] cnn.com
[248] usatoday.com
[200] youtube.com

Top Domains in Tweet in G1:
[11] trib.al
[5] cnn.com
[2] yahoo.com
[2] npr.org
[2] essence.com
[2] twitter.com
[2] democracynow.org
[1] apnews.com
[1] forbes.com
[1] usatoday.com

Top Domains in Tweet in G2:
[139] cnn.com
[48] patch.com
[47] washingtonpost.com
[36] foxnews.com
[36] usatoday.com
[36] msn.com
[33] twitter.com
[30] slate.com
[30] yahoo.com
[30] thechestnutpost.com

Top Domains in Tweet in G3:
[576] trib.al
[96] twitter.com
[71] reuters.com
[42] go.com
[38] apnews.com
[35] msnbc.com
[30] cnn.com
[29] usatoday.com
[24] thedailybeast.com
[20] cbsnews.com

Top Domains in Tweet in G4:
[17] 11alive.com
[12] twitter.com
[8] trib.al
[8] apple.news
[6] usatoday.com
[4] washingtonpost.com
[3] johnpavlovitz.com
[3] cnn.com
[2] palmerreport.com
[2] reuters.com

Top Domains in Tweet in G5:
[236] twitter.com
[22] aljazeera.com
[14] trib.al
[11] apple.com
[7] dailykos.com
[5] thedailybeast.com
[3] cbsnews.com
[3] apple.news
[2] cnn.com
[2] theroot.com

Top Domains in Tweet in G6:
[21] twitter.com
[9] trib.al
[5] npr.org
[3] cbs46.com
[2] theguardian.com
[2] clickondetroit.com
[2] blackenterprise.com
[1] msnbc.com

Top Domains in Tweet in G7:
[361] theroot.com
[17] twitter.com
[1] trib.al

Top Domains in Tweet in G8:
[244] apnews.com
[22] vice.com
[20] twitter.com
[19] liberationnews.org
[10] washingtonpost.com
[7] blackenterprise.com
[4] theroot.com
[2] reuters.com
[1] youtube.com
[1] thedailybeast.com

Top Domains in Tweet in G9:
[3] washingtonpost.com
[2] cbsnews.com
[1] lawandcrime.com
[1] usatoday.com
[1] trib.al
[1] twitter.com
[1] reuters.com
[1] cnn.com

Top Domains in Tweet in G10:
[117] youtube.com
[34] twitter.com
[8] marketwatch.com
[2] upi.com
[2] trib.al
[2] vice.com
[2] npr.org
[2] medium.com
[2] thedailybeast.com
[2] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[576] ahmaudarbery
[386] theview
[188] demvoice1
[153] ahmaudarberytrial
[127] justiceforahmaud
[103] mcmichaelbryantrial
[95] justiceforahmaudarbery
[83] foxnews
[80] runamileforahmaud
[66] blacklivesmatter



Top Hashtags in Tweet in G1:
[6] ahmaudarbery
[2] race
[2] blackpastors
[2] justiceforahmaudarbery
[2] mcmichaelbryantrial
[2] rittenhousetrial
[1] republicans
[1] kevingough
[1] arbery
[1] convictthem

Top Hashtags in Tweet in G2:
[74] foxnews
[36] ahmaudarbery
[32] smartnews
[18] news
[14] ahmaudarberytrial
[14] arbery
[8] travismcmichael
[7] breakingnews
[7] topstories
[7] berkleybearnews

Top Hashtags in Tweet in G3:
[339] ahmaudarbery
[95] justiceforahmaud
[89] ahmaudarberytrial
[62] mcmichaelbryantrial
[27] travismcmichael
[27] justiceforahmaudarbery
[24] reiders
[22] rittenhousetrial
[18] blm
[16] amaudarbery

Top Hashtags in Tweet in G4:
[65] runamileforahmaud
[18] blacklivesmatter
[17] joggingwhileblack
[17] freshvoicesrise
[17] onev1
[14] demvoice1
[10] mcmichaelbryantrial
[8] justiceforahmaudarbery
[4] theview
[4] rittenhousetrial

Top Hashtags in Tweet in G5:
[11] sistersinlaw
[4] theview
[3] whitesupremacy
[2] arbery
[2] cnn
[1] ahmaudarbery
[1] deadlinewh
[1] thebeat
[1] thereidout
[1] inners

Top Hashtags in Tweet in G6:
[3] ahmaudarbery
[2] morningjoe
[2] msnbc
[1] sarcasm
[1] ahmaudarberytrial
[1] demvoice1
[1] justiceforahmaud
[1] runamileforahmaud

Top Hashtags in Tweet in G8:
[5] travismichael
[2] ahmaudarbery
[1] georgia
[1] citizensarrest
[1] selfdefense
[1] justiceforahmaud

Top Hashtags in Tweet in G9:
[347] theview
[3] demvoice1
[2] arbery
[2] ahmaudarberytrial

Top Hashtags in Tweet in G10:
[7] askshowtv
[7] angela
[3] ahmaudarbery
[2] tiredofthisshit
[2] ahmaudarberytrial
[2] blackpastors
[2] brunswick
[1] racism
[1] america
[1] racist

Top Words
Top Words in Tweet in Entire Graph:
[18393] ahmaud
[18347] arbery
[8042] trial
[7510] mcmichael
[5604] black
[5258] racist
[5080] travis
[3384] white
[3097] pastors
[3078] killed

Top Words in Tweet in G1:
[3842] racist
[1991] arbery
[1990] ahmaud
[1931] black
[1924] pastors
[1920] re
[1920] saying
[1920] lawyer
[1919] trying
[1919] courtroom

Top Words in Tweet in G2:
[1489] arbery
[1469] ahmaud
[744] trial
[472] mcmichael
[446] travis
[349] killing
[333] defense
[304] stand
[295] murder
[233] case

Top Words in Tweet in G3:
[2110] ahmaud
[2076] arbery
[1242] trial
[960] mcmichael
[774] travis
[594] black
[500] men
[450] white
[406] killing
[379] three

Top Words in Tweet in G4:
[3032] mcmichael
[2373] ahmaud
[2310] arbery
[1593] travis
[1498] bryan
[1495] william
[1494] gregory
[1489] jr
[1349] watching
[887] trial

Top Words in Tweet in G5:
[888] ahmaud
[865] arbery
[727] trial
[627] mcmichael
[463] travis
[336] defense
[303] murdered
[302] saw
[300] takes
[300] stand

Top Words in Tweet in G6:
[1014] arbery
[583] ahmaud
[558] mcmichael
[499] travis
[447] killed
[433] stand
[424] witness
[423] shot
[420] unarmed
[418] acting

Top Words in Tweet in G7:
[722] anti
[413] ahmaud
[362] white
[361] kyle
[361] rittenhouse
[361] common
[361] arbery's
[361] killers
[361] jan
[361] insurrectionists

Top Words in Tweet in G8:
[579] trial
[413] ahmaud
[405] arbery
[301] rittenhouse
[284] three
[276] case
[269] today
[264] rested
[264] men
[259] focus

Top Words in Tweet in G9:
[400] arbery
[397] ahmaud
[357] men
[352] hunted
[350] use
[350] down
[349] whoopi
[349] allegedly
[349] saw
[347] queen

Top Words in Tweet in G10:
[498] ahmaud
[488] arbery
[236] killed
[223] men
[212] down
[208] rittenhouse
[205] shooting
[204] white
[201] hunted
[197] came

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16836] ahmaud,arbery
[4869] travis,mcmichael
[2976] black,pastors
[2374] pastors,ahmaud
[2262] gregory,mcmichael
[2246] william,bryan
[2214] kyle,rittenhouse
[2207] mcmichael,william
[2165] trying,keep
[2164] keep,black

Top Word Pairs in Tweet in G1:
[1989] ahmaud,arbery
[1924] black,pastors
[1920] pastors,ahmaud
[1918] re,saying
[1918] saying,lawyer
[1918] lawyer,trying
[1918] trying,keep
[1918] keep,black
[1918] arbery,courtroom
[1918] courtroom,racist

Top Word Pairs in Tweet in G2:
[1371] ahmaud,arbery
[417] travis,mcmichael
[201] killing,ahmaud
[201] takes,stand
[188] trial,over
[154] mcmichael,takes
[139] arbery,murder
[138] arbery,trial
[117] murder,trial
[99] over,killing

Top Word Pairs in Tweet in G3:
[1799] ahmaud,arbery
[735] travis,mcmichael
[276] men,charged
[251] murder,trial
[240] killing,ahmaud
[225] black,pastors
[207] white,men
[198] trial,three
[187] ahmaud,arbery's
[185] kyle,rittenhouse

Top Word Pairs in Tweet in G4:
[2243] ahmaud,arbery
[1524] travis,mcmichael
[1494] gregory,mcmichael
[1494] william,bryan
[1491] mcmichael,travis
[1491] mcmichael,william
[1489] bryan,jr
[676] killed,ahmaud
[672] killing,ahmaud
[667] watching,trial

Top Word Pairs in Tweet in G5:
[856] ahmaud,arbery
[460] travis,mcmichael
[298] murdered,ahmaud
[295] witness,stand
[293] mcmichael,defense
[293] defense,takes
[293] takes,witness
[293] stand,trial
[293] trial,charges
[293] charges,murdered

Top Word Pairs in Tweet in G6:
[580] ahmaud,arbery
[498] travis,mcmichael
[424] witness,stand
[415] shot,killed
[414] mcmichael,profiled
[414] profiled,hunted
[414] hunted,shot
[414] killed,unarmed
[414] unarmed,ahmaud
[414] arbery,called

Top Word Pairs in Tweet in G7:
[361] kyle,rittenhouse
[361] rittenhouse,common
[361] common,ahmaud
[361] ahmaud,arbery's
[361] arbery's,killers
[361] killers,jan
[361] jan,insurrectionists
[361] insurrectionists,anti
[361] anti,vaxxers
[361] vaxxers,opioid

Top Word Pairs in Tweet in G8:
[395] ahmaud,arbery
[259] rested,case
[258] three,men
[252] kyle,rittenhouse
[252] men,charged
[245] rittenhouse,trial
[243] missed,media's
[243] media's,exclusive
[243] exclusive,focus
[243] focus,kyle

Top Word Pairs in Tweet in G9:
[397] ahmaud,arbery
[349] arbery,hunted
[349] hunted,down
[347] whoopi,queen
[347] queen,refused
[347] refused,use
[347] use,word
[347] word,'allegedly'
[347] 'allegedly',reading
[347] reading,teleprompter

Top Word Pairs in Tweet in G10:
[473] ahmaud,arbery
[197] rittenhouse,came
[197] came,armed
[197] armed,ar
[197] ar,15
[197] 15,shoot
[197] shoot,kill
[197] kill,accomplished
[197] accomplished,protestors
[197] protestors,protest

Top Replied-To
Top Replied-To in Entire Graph:
@lmauricecpr
@msnbc
@cplantive
@numbers28
@attorneycrump
@vabvox
@ajplus
@mmpadellan
@21international
@ap

Top Replied-To in G1:
@ijbailey
@synergyreal1
@hlntv

Top Replied-To in G2:
@tech5960

Top Replied-To in G3:
@msnbc
@ajplus
@ap
@orcaun
@thereidout
@caramel_angel7
@abc
@bncnews
@hayleymasontv
@cnnbrk

Top Replied-To in G4:
@lmauricecpr
@imspeaking13
@reportsdanews
@keytnc3beth
@rbnstyle
@momwithans
@markghost45
@jenlastella

Top Replied-To in G5:
@joycewhitevance
@megawatts55
@weinsteinlaw
@brat2381
@wkamaubell
@worldflood1
@michelle_byoung
@kingsrush

Top Replied-To in G6:
@keithboykin
@mkerklin
@ksw2011
@anonymo79151473
@trueblueresists
@iamandroktona

Top Replied-To in G8:
@steve98877731
@zmtboyz
@mo_thewriter
@rjohnston815
@acony_belle

Top Replied-To in G9:
@cultivatedbeing
@a_manwich
@liveonthechat

Top Replied-To in G10:
@roarquette
@lmauricecpr
@jo_isabitch

Top Mentioned
Top Mentioned in Entire Graph:
@youtube
@joycewhitevance
@katyturnbc
@revdrbarber
@usatoday
@lawcrimenews
@madeleinekearns
@steveosunsami
@joyannreid
@lawcrimenetwork

Top Mentioned in G1:
@tcfdotorg
@accidntlmystic
@donlew87
@deathmetalv
@robinmeade

Top Mentioned in G2:
@rev_douglass

Top Mentioned in G3:
@steveosunsami
@joyannreid
@abc
@msnbc
@ap
@tswhitlow
@cnn
@williamesquire9
@alex_presha
@thereidout

Top Mentioned in G4:
@mayoisspicyy
@dentrobo
@joycewhitevance
@katyturnbc
@nort_lights
@cooltxchick

Top Mentioned in G5:
@joycewhitevance
@katyturnbc
@kimberlyeatkins
@jillwinebanks
@lawprofbutler
@youtube
@brat2381
@msnbc
@ajenglish

Top Mentioned in G6:
@agamkcuf
@msnbc

Top Mentioned in G8:
@pslweb
@drrjkavanagh
@youtube

Top Mentioned in G9:
@liveonthechat
@itssauveur

Top Mentioned in G10:
@youtube
@abc
@upi
@condailypost
@roarquette
@tharealkwame
@skitbags
@skitbagst

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@knewz_currently
@filafresh
@oldlady12345
@rashidaldosari
@dichristine
@berkleybearnews
@robinsnewswire
@zyiteblog

Top Tweeters in G1:
@coopmike48
@wendymichele48
@kristafrances
@hoeitsrocuervo
@sherrikuczeryk
@jorge_c_ny
@deepvard
@squirrel1110
@njdoc
@whirledcitizen_

Top Tweeters in G2:
@pulpnews
@knewz_currently
@berkleybearnews
@robinsnewswire
@kamzou08
@andyvermaut
@crweworld
@jcsura
@politicalhedge
@jenkers_en

Top Tweeters in G3:
@rashidaldosari
@falconhamada_90
@world_news_eng
@robre62
@serendipitysays
@bellesapepper37
@akuma_river
@govkhan
@willseattle
@britonanddane

Top Tweeters in G4:
@bannerite
@sddphoto
@b1e56df9ce6549f
@awelab1956
@sylviaz1913
@micjojd
@davidpsdem
@24baseballreed
@arcticfox_am_i
@snw106

Top Tweeters in G5:
@givemepie360
@russelltim151
@vedehimajumdar
@brontyman
@carolmaewy
@_silversmith
@linda1746
@roripierpont1
@debrob1947
@jot_au

Top Tweeters in G6:
@dichristine
@tinamarie_80s
@ken_crichlow
@llama_strudel
@docrocktex26
@royaleight
@auntsophie1
@robert_hove
@shasta_otter
@charlenegapeach

Top Tweeters in G7:
@inspiteoftrump
@unlewis
@sheiladecker19
@phillygirl1441
@kaffe_takk
@lslay19
@theartofstunt
@dropoutnation
@amaliada
@saukel

Top Tweeters in G8:
@senseof_outrage
@paulsorrentino3
@valsadie
@march4progress
@shift_in2_turbo
@eclecticradical
@cmarslett
@shorealonefilms
@fabucat
@icky_84

Top Tweeters in G9:
@teshawnedmonds
@wildwillow65
@kak089
@msochubbard
@soaprookie
@thinkkimthink
@buttlersue
@behappyandcivil
@matbo2
@barb_swan

Top Tweeters in G10:
@iwd12
@princessbravato
@pink1963dsw
@teckiegirl
@1ajbarrett
@rachel_maria65
@mrtachilles
@laurahennesse11
@sandralhanlon
@18diannem


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