marc_smith, Twitter, 12/29/2022 11:02:44 PM, 287225


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marc_smith_2022-12-29_14-49-52.xlsx
marc_smith_2022-12-29_14-49-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 29, 2022
Short Description:
marc_smith via NodeXL https://bit.ly/3G6e8lk
@marc_smith
@ajithfc
@tobeycakes
@_1216715
@cbsnews
@this0499154500
@cbschicago
@davesavinicbs2
@mentalwoke
@eli_krumova

Top hashtags:
#ajithkumar
#thunivu
#thunivupongal
#ak
#ajith
#hvinoth
#nogutsnoglory
#chillachilla

Description:
Description
The graph represents a network of 4,164 Twitter users whose recent tweets contained "marc_smith", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 22:54 UTC.

The tweets in the network were tweeted over the 2759-day, 17-hour, 40-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Thursday, 29 December 2022 at 10:53 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4164
Unique Edges : 4565
Edges With Duplicates : 21105
Total Edges : 25670
Number of Edge Types : 9
Mentions : 2421
MentionsInReplyTo : 8073
Replies to : 852
Retweet : 3153
MentionsInRetweet : 9340
Tweet : 695
MentionsInQuoteReply : 76
Quote : 112
MentionsInQuote : 948
Self-Loops : 1998
Reciprocated Vertex Pair Ratio : 0.0678153846153846
Reciprocated Edge Ratio : 0.127017058552328
Connected Components : 354
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 19951
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.203954
Graph Density : 0.000500498075193779
Modularity : 0.280148
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,164 Twitter users whose recent tweets contained "marc_smith", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 22:54 UTC.

The tweets in the network were tweeted over the 2759-day, 17-hour, 40-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Thursday, 29 December 2022 at 10:53 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : marc_smith
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:
[119] https://twitter.com/joe_selva1/status/1590190596182118401/video/1
[21] http://www.969theoasis.com/
[20] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[16] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/
[13] https://chicago.suntimes.com/2022/1/8/22873616/illinois-dcfs-director-contempt-court-fines-children-family-services-cases-marc-smith
[13] https://indiaai.gov.in/article/why-combining-artificial-intelligence-with-blockchain-technology-is-a-gamechanger-for-businesses
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[12] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Chicago_Girl
[10] https://twitter.com/Ak_Thamizh21/status/1590201439380738050/video/1
[9] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-of-court-improperly-placed-teen/

Top URLs in Tweet in G1:
[119] https://twitter.com/joe_selva1/status/1590190596182118401/video/1
[10] https://twitter.com/Ak_Thamizh21/status/1590201439380738050/video/1
[6] https://twitter.com/ajithFC/status/1590188648167014401/video/01
[1] https://twitter.com/ajithFC/status/1590188648167014401/video/1
[1] https://twitter.com/ThalaAjith_Page/status/1590189894978371584/video/1
[1] https://twitter.com/AK_FansPage/status/1591250538959863808/video/1
[1] https://twitter.com/ajithFC/status/1590188648167014401
[1] https://twitter.com/ThalaFansMani/status/1590200618706432002/video/1
[1] https://twitter.com/iyakkam_ajit/status/1590193135598342148/video/1

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277015
[7] https://uk.sagepub.com/en-gb/eur/the-sage-handbook-of-social-media-research-methods/book272098?utm_source=paid_shopping&utm_medium=display&utm_campaign=BooksICJourney&gclid=Cj0KCQjw-fmZBhDtARIsAH6H8qgrpYjZgnWU6bKZtpsUcb6yxiTf33_1YjnjF7PSYz6onFpuIWd2OSoaAmkAEALw_wcB
[7] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249874
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284705
[6] https://podcasts.apple.com/us/podcast/debut-buddies/id1439741573?mt=2
[5] https://app.powerbi.com/view?r=eyJrIjoiM2Y0NmY4YzAtZmJkZS00YjA3LWExYTEtYzQ4YWNkZDhkOTY3IiwidCI6IjI5ZDRjMTFjLTA1N2MtNDg3Zi04ZmRhLWU4NmQ1OTkzOWU2NCIsImMiOjZ9
[5] https://www.youtube.com/watch?v=NDdwXK_Trgs&feature=youtu.be

[5] https://datajournalism.com/read/handbook/two/organising-data-journalism/the-ddj-hashtag-eunice-au-gijn-and-marc-smith-connected-action
[5] https://indiaai.gov.in/article/why-combining-artificial-intelligence-with-blockchain-technology-is-a-gamechanger-for-businesses

Top URLs in Tweet in G3:
[5] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-held-in-contempt-of-court-for-10th-time-over-failure-to-place-youth/?taid=627dc9b247bbf400010d9acd&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.cbsnews.com/chicago/news/dcfs-director-marc-smith-hit-with-2-more-contempt-of-court-orders-over-failure-to-place-children/?taid=622253d507024b000155cb92&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.cbsnews.com/chicago/news/appellate-court-contempt-rulings-dcfs-marc-smith/?taid=6388822dc7dd5a00016211ec&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.cbsnews.com/chicago/news/11th-contempt-of-court-against-dcfs-director-marc-smith/
[4] https://twitter.com/DGayPhilosopher/status/1505263621949042692/photo/1
[3] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-of-court-improperly-placed-teen/
[3] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-seventh-time-failure-to-place-child/?taid=623418e052440400016c0ced&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-court-fourth-time/?taid=620f672210f48d000192c21e&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/
[3] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-seventh-time-failure-to-place-child/?taid=6233d9b814841f00014b1a31&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[2] https://twitter.com/zkSyncNetwork_/status/1607660111803318275
[1] https://twitter.com/_TeDogePoundNFT/status/1593529206155378688
[1] https://thedogepound.to-minting.com/
[1] https://twitter.com/dianas_cute/status/1593529206155378688/photo/1
[1] https://twitter.com/thenetflixtoken/status/1508480798365609987
[1] https://twitter.com/MaviaGame__2/status/1597865568555913218
[1] https://heroesofmavia.mentionnfts.xyz/
[1] https://twitter.com/MaviaGame__2/status/1597865568555913218/photo/1
[1] https://twitter.com/MauiaGame_/status/1588822907756904450
[1] https://twitter.com/MauiaGame_/status/1588823042322759680/photo/1

Top URLs in Tweet in G5:
[21] http://www.969theoasis.com/
[12] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Chicago_Girl
[8] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Got_Me_Going_Crazy
[6] https://chicago.suntimes.com/2022/1/13/22881908/illinois-dcfs-director-marc-smith-lawsuit-children-editorial
[6] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/
[5] https://chicago.suntimes.com/2022/1/8/22873616/illinois-dcfs-director-contempt-court-fines-children-family-services-cases-marc-smith
[4] https://twitter.com/RubioMonocoatUK/status/1480590778242158592/photo/1
[4] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-held-in-contempt-of-court-for-10th-time-over-failure-to-place-youth/
[4] https://twitter.com/KA0RIZzZ/status/1599230199128035328/photo/1
[3] https://www.mixcloud.com/martin-green3/bonkers-15-legends-of-the-core-cd2-sharkey-and-marc-smith/

Top URLs in Tweet in G6:
[1] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-contempt-of-court-improperly-placed-teen/
[1] https://apnews.com/article/child-welfare-algorithm-investigation-9497ee937e0053ad4144a86c68241ef1

Top URLs in Tweet in G7:
[13] https://www.theguardian.com/science/2020/jan/11/how-astrology-paved-way-predictive-analytics?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter
[3] https://www.republicworld.com/technology-news/gadgets/india-uses-drones-ai-and-big-data-technologies-to-draw-up-digital-map.html
[3] https://rsci.app.link/h8sJ0RJnS4?_p=c30a3fc6860361f1fc1f8cfe
[3] https://www.wissi.fr/blog/analytics/20190725/google-data-studio-treemap-as-horizontal-filter-menu/
[2] https://rsci.app.link/h8sJ0RJnS4?_p=c51029c391057af1fc1c8cfd
[2] https://twitter.com/Ronald_vanLoon/status/1508677093504212993/photo/1
[2] https://twitter.com/Ronald_vanLoon/status/1567849739646914570/photo/1
[2] https://twitter.com/Ronald_vanLoon/status/1501489734165712903/photo/1
[2] https://twitter.com/Ronald_vanLoon/status/1534827401468858368/photo/1
[2] https://twitter.com/Ronald_vanLoon/status/1483687518478417922/video/1

Top URLs in Tweet in G8:
[4] https://twitter.com/peccadille/status/1594972264818266121/photo/1
[3] https://twitter.com/JEJLEguileta/status/1522143618047397889/photo/1
[2] http://www.chartes.psl.eu/fr/actualite/journees-portes-ouvertes
[2] https://twitter.com/ForasCharlotte/status/1506321921515917319/photo/1
[2] https://twitter.com/JEJLEguileta/status/1522222553368084480/photo/1
[1] https://www.chartes.psl.eu/fr/actualite/les-actes-du-colloque-horizons-medievaux-orient-occident
[1] https://twitter.com/Ecoledeschartes/status/1588471120075771904/photo/1
[1] https://twitter.com/Ecoledeschartes/status/1479468217915617280/photo/1
[1] https://twitter.com/Ecoledeschartes/status/1489942963484610562/photo/1
[1] https://twitter.com/Ecoledeschartes/status/1484108167067930632/photo/1

Top URLs in Tweet in G9:
[4] https://twitter.com/HardcoreNostal1/status/1501638618951081993/video/1
[2] https://twitter.com/Wayne57072607/status/1478554246337511424/photo/1
[1] https://www.heraldscotland.com/news/11902554.boy-detained-for-raping-girl-14/
[1] https://www.dailyrecord.co.uk/news/local-news/rapist-is-back-behind-bars-2403308.amp
[1] https://twitter.com/Wayne57072607/status/1601926595127742465/photo/1
[1] https://twitter.com/HardcoreNostal1/status/1496391443216224256/video/1
[1] https://twitter.com/HardcoreNostal1/status/1501452101263806464/photo/1
[1] https://twitter.com/HardcoreNostal1/status/1501491846115217410/video/1
[1] https://twitter.com/HardcoreNostal1/status/1501452101263806464
[1] https://twitter.com/HardcoreNostal1/status/1597967254574235651/video/1

Top URLs in Tweet in G10:
[8] https://indiaai.gov.in/article/why-combining-artificial-intelligence-with-blockchain-technology-is-a-gamechanger-for-businesses
[5] https://www.techcircle.in/2022/12/14/top-iot-trends-to-watch-for-in-2023/
[3] https://venturebeat.com/data-infrastructure/revolutionary-data-migration-tool-transfers-cloud-data-25-times-faster/
[2] https://www.cio.com/article/415215/a-tech-leader-panel-weighs-the-case-for-innovation-in-industry-clouds.html
[1] https://twitter.com/NevilleGaunt/status/1605086653957033985/photo/1
[1] https://twitter.com/fogle_shane/status/1607236852934664193/photo/1
[1] https://twitter.com/arlenenewbigg/status/1598458152189849602/photo/1
[1] https://twitter.com/vanivina9/status/1598190085614505984/photo/1
[1] https://twitter.com/vanivina9/status/1597556490415804417/photo/1
[1] https://www.google.com/imgres?imgurl=https://www.greetingsisland.com/wp-content/uploads/2019/09/01-congrats.jpg&imgrefurl=https://www.greetingsisland.com/blog/50-congratulations-wishes-quotes/&tbnid=hdkM6eRrw0-vFM&vet=1&docid=TYyQAinLK-3eqM&w=960&h=640&source=sh/x/im

Top Domains
Top Domains in Tweet in Entire Graph:
[1046] twitter.com
[167] nodexlgraphgallery.org
[136] cbsnews.com
[50] youtube.com
[46] shawlocal.com
[36] suntimes.com
[31] mixcloud.com
[29] baptist-ministries.org
[23] paper.li
[22] amazon.com

Top Domains in Tweet in G1:
[141] twitter.com

Top Domains in Tweet in G2:
[253] twitter.com
[135] nodexlgraphgallery.org
[17] youtube.com
[15] eventbrite.com
[13] powerbi.com
[7] sagepub.com
[7] apple.com
[7] theguardian.com
[6] smrfoundation.org
[6] spotify.com

Top Domains in Tweet in G3:
[88] twitter.com
[87] cbsnews.com
[9] wandtv.com
[8] chicagotribune.com
[8] thedailyline.com
[8] shawlocal.com
[6] abc7chicago.com
[6] wrex.com
[5] suntimes.com
[5] capitolnewsillinois.com

Top Domains in Tweet in G4:
[39] twitter.com
[1] to-minting.com
[1] mentionnfts.xyz
[1] livemintnfts.xyz
[1] for-mint.com
[1] thedogepoundnft.bar
[1] maviagamenft.xyz
[1] thedogepound.live
[1] airdrop-mints.com
[1] thedogepound-freemint.xyz

Top Domains in Tweet in G5:
[82] twitter.com
[30] shawlocal.com
[29] baptist-ministries.org
[27] cbsnews.com
[22] amazon.com
[21] 969theoasis.com
[12] suntimes.com
[10] soundcloud.com
[8] youtube.com
[7] mixcloud.com

Top Domains in Tweet in G6:
[1] cbsnews.com
[1] apnews.com

Top Domains in Tweet in G7:
[28] twitter.com
[13] theguardian.com
[7] app.link
[3] republicworld.com
[3] wissi.fr
[2] paper.li
[1] paypal.com
[1] t.me

Top Domains in Tweet in G8:
[28] twitter.com
[4] psl.eu
[1] youtube.com
[1] eventbrite.fr
[1] hypotheses.org

Top Domains in Tweet in G9:
[14] twitter.com
[1] heraldscotland.com
[1] co.uk

Top Domains in Tweet in G10:
[8] gov.in
[8] twitter.com
[5] techcircle.in
[3] venturebeat.com
[2] cio.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1168] ajithkumar
[1039] thunivu
[881] thunivupongal
[750] ak
[750] ajith
[750] hvinoth
[750] nogutsnoglory
[288] chillachilla
[138] ai
[132] nodexl



Top Hashtags in Tweet in G1:
[1168] ajithkumar
[1039] thunivu
[881] thunivupongal
[750] ak
[750] ajith
[750] hvinoth
[750] nogutsnoglory
[288] chillachilla
[6] valimai

Top Hashtags in Tweet in G2:
[128] nodexl
[114] newweek
[102] ai
[71] happymonday
[56] socialmedia
[56] happyhalloween
[55] iot
[54] twitter
[51] bigdata
[51] stemday

Top Hashtags in Tweet in G3:
[21] twill
[16] illinois
[3] dcfs
[2] childwelfare
[2] enoughisenough
[2] weekendwatch
[1] dcfsisbroken
[1] hiring
[1] careeropportunities
[1] jobs

Top Hashtags in Tweet in G4:
[5] nftgiveaway
[3] giveaway
[3] freemint
[2] airdrop
[1] binance
[1] whitelist
[1] freenfts
[1] nftgiveaways
[1] nftcommunity

Top Hashtags in Tweet in G5:
[10] soundcloud
[7] web
[7] 1gabba
[5] nowplaying
[5] happy
[3] hardcore
[2] charity
[2] le17
[2] flac
[2] torrent

Top Hashtags in Tweet in G7:
[53] datascience
[51] bigdata
[49] machinelearning
[48] data
[44] analytics
[34] dataanalytics
[34] analysis
[32] artificialintelligence
[32] ml
[28] ai

Top Hashtags in Tweet in G8:
[28] cycledeconférences
[19] vidéo
[19] chaîneyoutube
[9] enligne
[6] vendredilecture
[3] jpo
[2] agenda
[1] paléographie
[1] portesouvertes
[1] archives

Top Hashtags in Tweet in G9:
[6] ukhardcore
[5] happyhardcore
[2] oldskool
[1] forceandstyles
[1] breezeandstyles
[1] happyhardcoreintro

Top Hashtags in Tweet in G10:
[11] newweek
[9] happymonday
[8] artificialintelligence
[8] blockchain
[8] technology
[5] womenintech
[5] iot
[4] happyfriday
[3] data
[3] migration

Top Words
Top Words in Tweet in Entire Graph:
[2744] marc
[2701] smith
[1188] dancer
[1186] sir
[1168] #ajithkumar
[1101] marc_smith
[1039] #thunivu
[891] ajith
[881] #thunivupongal
[750] #nogutsnoglory

Top Words in Tweet in G1:
[1188] marc
[1188] dancer
[1188] smith
[1168] #ajithkumar
[1167] sir
[1039] #thunivu
[891] ajith
[881] #thunivupongal
[750] #ajith
[750] #nogutsnoglory

Top Words in Tweet in G2:
[657] marc_smith
[566] nodexl
[546] eli_krumova
[256] chidambara09
[240] smr_foundation
[233] yuhelenyu
[233] jbarbosapr
[232] digital_howell
[215] grattongirl
[189] khulood_almani

Top Words in Tweet in G3:
[357] smith
[348] marc
[327] dcfs
[315] director
[276] contempt
[239] court
[163] held
[126] illinois
[92] time
[89] fire

Top Words in Tweet in G4:
[33] marc_smith_dr
[18] wl
[12] 300
[9] mint
[9] nfts
[9] co
[8] first
[8] airdrop
[7] members
[7] away

Top Words in Tweet in G5:
[280] smith
[273] marc
[107] director
[101] dcfs
[87] contempt
[81] court
[67] illinois
[51] time
[49] children
[34] held

Top Words in Tweet in G6:
[127] hot
[127] reason
[127] both
[127] failing
[127] protect
[127] water
[127] dcfs
[127] languish
[127] hospitals
[127] kids

Top Words in Tweet in G7:
[91] ronald_vanloon
[73] #data
[53] #datascience
[51] #bigdata
[49] #machinelearning
[44] #analytics
[36] more
[36] uses
[34] marc_smith
[34] #analysis

Top Words in Tweet in G8:
[68] smith
[68] marc
[44] écritures
[35] ecoledeschartes
[32] paléographie
[30] anciens
[28] professeur
[28] #cycledeconférences
[28] mondes
[26] ilara_ephe

Top Words in Tweet in G9:
[124] marc
[89] smith
[65] wayne57072607
[35] please
[35] aka
[35] keep
[35] hughes
[35] kids
[35] working
[35] asda

Top Words in Tweet in G10:
[55] marc_smith
[51] eli_krumova
[47] digital_howell
[46] jbarbosapr
[44] yuhelenyu
[43] chuckdbrooks
[37] curieuxexplorer
[35] grattongirl
[32] mikeflache
[24] hakomtimeseries

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2660] marc,smith
[1188] dancer,marc
[891] sir,dancer
[891] ajith,sir
[750] #thunivu,#nogutsnoglory
[750] #ak,#ajith
[750] smith,#ak
[750] #ajithkumar,#hvinoth
[750] #ajith,#ajithkumar
[750] #hvinoth,#thunivu

Top Word Pairs in Tweet in G1:
[1188] dancer,marc
[1188] marc,smith
[891] ajith,sir
[891] sir,dancer
[750] #nogutsnoglory,#thunivupongal
[750] smith,#ak
[750] #thunivu,#nogutsnoglory
[750] #ak,#ajith
[750] #ajithkumar,#hvinoth
[750] #hvinoth,#thunivu

Top Word Pairs in Tweet in G2:
[120] digital_howell,yuhelenyu
[113] yuhelenyu,grattongirl
[103] eli_krumova,#newweek
[96] nodexl_mktng,smr_foundation
[84] smr_foundation,marc_smith
[81] spittwalker,spirosmargaris
[81] stratorob,spittwalker
[81] spirosmargaris,bernardmarr
[79] nodexl,nodexl_mktng
[77] yuhelenyu,curieuxexplorer

Top Word Pairs in Tweet in G3:
[348] marc,smith
[293] director,marc
[281] dcfs,director
[207] contempt,court
[143] held,contempt
[131] smith,held
[93] illinois,dcfs
[66] 12,times
[66] court,12
[65] darrenbaileyil,pritzker

Top Word Pairs in Tweet in G4:
[7] twitter,members
[7] nfts,twitter
[6] cryptomyller,nedsnft
[6] rory_lebron,isaiahgrey93
[6] clammyeth,orsuantonu
[6] bear,market
[6] marc_smith_dr,clammyeth
[6] members,co
[6] wl,spots
[6] kitsvault,cryptomyller

Top Word Pairs in Tweet in G5:
[269] marc,smith
[97] director,marc
[80] dcfs,director
[47] contempt,court
[46] illinois,dcfs
[31] cook,county
[29] pastor,marc
[28] smith,contempt
[24] held,contempt
[22] department,children

Top Word Pairs in Tweet in G6:
[127] again,failing
[127] both,kids
[127] kids,languish
[127] dcfs,hot
[127] protect,both
[127] failing,protect
[127] languish,hospitals
[127] water,again
[127] hospitals,reason
[127] hot,water

Top Word Pairs in Tweet in G7:
[34] #dataanalytics,#analysis
[31] explodes,earth's
[31] #data,#dataanalytics
[31] meteor,explodes
[31] atmosphere,tomonews
[31] earth's,atmosphere
[31] tomonewsus,#datascience
[31] #datascience,#data
[31] huge,meteor
[31] tomonews,tomonewsus

Top Word Pairs in Tweet in G8:
[68] marc,smith
[28] mondes,anciens
[28] smith,professeur
[28] écritures,mondes
[19] nouvelle,#vidéo
[19] anciens,#cycledeconférences
[19] notre,#chaîneyoutube
[19] #cycledeconférences,nouvelle
[19] #vidéo,disponible
[19] disponible,notre

Top Word Pairs in Tweet in G9:
[89] marc,smith
[35] kids,safe
[35] keep,kids
[35] aka,marc
[35] spotted,working
[35] hughes,spotted
[35] kilmarnock,please
[35] marc,hughes
[35] please,keep
[35] asda,kilmarnock

Top Word Pairs in Tweet in G10:
[26] digital_howell,yuhelenyu
[21] yuhelenyu,curieuxexplorer
[21] jbarbosapr,digital_howell
[20] hashtagmarketi7,marc_smith
[20] nodexl,hashtagmarketi7
[17] curieuxexplorer,grattongirl
[16] mikeflache,marc_smith
[15] ragusosergio,akwyz
[15] chuckdbrooks,ragusosergio
[15] grattongirl,chuckdbrooks

Top Replied-To
Top Replied-To in Entire Graph:
@letshearthetru
@guidaautonoma
@enilev
@moonseed16
@chidambara09
@eli_krumova
@botmignon
@tobeycakes
@picky_bee
@albertoemachado

Top Replied-To in G2:
@guidaautonoma
@chidambara09
@enilev
@albertoemachado
@khulood_almani
@tommileskinen
@eli_krumova
@marc_smith
@this0499154500
@betamoroney

Top Replied-To in G3:
@govpritzker
@cbschicago
@jbpritzker
@illinoisdcfs
@laurenjiggetts
@abc7chicago
@chicagotribune
@fox32news
@ewoodhouse7
@annavalenciail

Top Replied-To in G4:
@marc_smith_dr
@behindwoods

Top Replied-To in G7:
@ronald_vanloon

Top Replied-To in G8:
@fraysebastien
@vbeaulande
@burtonsanatomy
@franceculture
@modearly
@gcoatalen
@peccadille
@emiliekmmurphy

Top Replied-To in G9:
@hardcorenostal1
@cwrtid
@davidsheard9
@decky_gervin

Top Replied-To in G10:
@enilev
@eli_krumova
@channelsmart

Top Mentioned
Top Mentioned in Entire Graph:
@marc_smith
@ajithfc
@eli_krumova
@nodexl
@digital_howell
@yuhelenyu
@jbarbosapr
@thalaajith_page
@grattongirl
@smr_foundation

Top Mentioned in G1:
@ajithfc
@thalaajith_page
@joe_selva1
@ak_fanspage
@ak_thamizh21
@ajithfanspage_
@pagaivan5
@thalafansmani
@iyakkam_ajit

Top Mentioned in G2:
@marc_smith
@eli_krumova
@nodexl
@smr_foundation
@yuhelenyu
@digital_howell
@jbarbosapr
@grattongirl
@chidambara09
@glengilmore

Top Mentioned in G3:
@darrenbaileyil
@cbschicago
@illinoisdcfs
@govpritzker
@pkeckreporter
@abc7chicago
@seilselizabeth
@blueroomstream
@wandtvnews
@benszalinski

Top Mentioned in G4:
@marc_smith_dr
@kitsvault
@cryptomyller
@nedsnft
@rory_lebron
@isaiahgrey93
@clammyeth
@orsuantonu
@zerofucs123
@kin_yo2

Top Mentioned in G6:
@mentalwoke

Top Mentioned in G7:
@ronald_vanloon
@marc_smith
@tomonewsus
@ozgur_bbh
@infoseccomm
@medium
@cambridge_uni
@miketamir
@republic
@pti_news

Top Mentioned in G8:
@ecoledeschartes
@ilara_ephe
@janviertoscan
@psl_univ
@dr_mellifluus
@forascharlotte
@labnf
@inha_fr
@ephe_psl
@anrt_type

Top Mentioned in G9:
@wayne57072607
@hardcorenostal1
@decadiah
@cossielover1369
@myhardcorelife

Top Mentioned in G10:
@marc_smith
@digital_howell
@jbarbosapr
@yuhelenyu
@chuckdbrooks
@curieuxexplorer
@grattongirl
@mikeflache
@eli_krumova
@hakomtimeseries

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@filafresh
@marshawright
@chidambara09
@paoloigna1
@andyvermaut
@codedailybot
@cybersecurityn8
@botraj1
@evankirstel

Top Tweeters in G1:
@arunthala007
@salmanthala
@jaisuryan
@_ajithkumar_7
@hardicksakthi
@kirukaaa21
@ram5ramesh
@joe_selva1
@king_ak_
@tamil65283970

Top Tweeters in G2:
@sectest9
@chidambara09
@paoloigna1
@andyvermaut
@codedailybot
@cybersecurityn8
@botraj1
@evankirstel
@togetter_jp
@rahul05ranjan

Top Tweeters in G3:
@dreamcatchermja
@andreinilla
@earlworthington
@markburgerenerg
@procm2
@chicago2503
@drfessel
@vinivinidogo
@olewtv
@cbsnews

Top Tweeters in G4:
@behindwoods
@marwantted
@arrington
@zigabeeh
@composite9
@rodgray
@iamk_theking
@torenacs
@countrymanoo1
@ahhosseinzadeh

Top Tweeters in G5:
@adabagcompany
@stigmabasen
@bluenetwork12
@jm3107
@pkmonaghan
@ravenhawk4
@qrlinked
@mlcreader
@_imtheanswer
@969theoasis

Top Tweeters in G6:
@memeburk
@mcnejames
@vickimo08056436
@cindycinnis
@koreansonujk
@gstewtwo
@joejaggi
@keshiaford
@murjanian
@blink2xamerica

Top Tweeters in G7:
@o_fabriciosouza
@fleming77
@guardian
@hubofml
@republic
@thecuriousluke
@xzpwedvhhh37i3c
@greentechdon
@satyajit1910
@adeyemoadekunl2

Top Tweeters in G8:
@papeekaboo
@cuyper_paul
@clementsalviani
@franceculture
@ajmougin
@pemphredophorcy
@peccadille
@themedievaldrk
@burriezamateos
@ninotelia1

Top Tweeters in G9:
@hateisfutile
@drmand1
@therealmickcla1
@hgc481
@truebachelor
@kevinla04924670
@buckland_jan
@aggers_mrs
@noodle48892170
@ctlmonkton

Top Tweeters in G10:
@marshawright
@tweetinggoddess
@grattongirl
@lovegoldenheart
@touchme4youle
@natschooler
@technative
@nevillegaunt
@ramonaeid
@sarbjeetjohal