marc_smith, Twitter, 3/16/2023 10:03:04 PM, 291380


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marc_smith_2023-03-16_14-49-53.xlsx
marc_smith_2023-03-16_14-49-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2023
Short Description:
marc_smith via NodeXL https://bit.ly/42gjJzL
@marc_smith_dr
@ajithfc
@eli_krumova
@marc_smith
@albertoemachado
@this0499154500
@reutsmichael1
@thalaajith_page
@darrenbaileyil
@itz_king03

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

Description:
Description
The graph represents a network of 3,603 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 21:54 UTC.

The tweets in the network were tweeted over the 2836-day, 0-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 March 2023 at 18:00 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 : 3603
Unique Edges : 4287
Edges With Duplicates : 27928
Total Edges : 32215
Number of Edge Types : 9
MentionsInReplyTo : 8715
Mentions : 2122
Replies to : 813
Retweet : 3582
MentionsInRetweet : 15155
Tweet : 425
Quote : 98
MentionsInQuote : 1050
MentionsInQuoteReply : 255
Self-Loops : 3149
Reciprocated Vertex Pair Ratio : 0.0727296383034088
Reciprocated Edge Ratio : 0.135597331716192
Connected Components : 264
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 2767
Maximum Edges in a Connected Component : 30169
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.026426
Graph Density : 0.000635305608581164
Modularity : 0.213945
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,603 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 21:54 UTC.

The tweets in the network were tweeted over the 2836-day, 0-hour, 47-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Wednesday, 15 March 2023 at 18:00 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:
[116] https://twitter.com/joe_selva1/status/1590190596182118401/video/1
[18] http://www.969theoasis.com/
[17] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/
[15] 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
[13] https://twitter.com/DawnRichard/status/1615090386447511554/photo/1
[12] https://www.amazon.de/dp/B0BN2CLXM5?__mk_de_DE=%C3%85M%C3%85%C5%BD%C3%95%C3%91&keywords=B0BN2CLXM5&qid=1669062888&sr=8-1&linkCode=sl1&tag=lisatorberg-21&linkId=3d133c6e230376c2ccd5be0ff3670562&language=de_DE&ref_=as_li_ss_tl
[11] https://indiaai.gov.in/article/why-combining-artificial-intelligence-with-blockchain-technology-is-a-gamechanger-for-businesses
[11] 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://ies.sas.ac.uk/events/john-coffin-memorial-lecture-palaeography-2022

Top URLs in Tweet in G1:
[116] 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
[1] https://help.twitter.com/articles/20169199

Top URLs in Tweet in G2:
[11] https://indiaai.gov.in/article/why-combining-artificial-intelligence-with-blockchain-technology-is-a-gamechanger-for-businesses
[6] 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287860
[6] https://www.techcircle.in/2022/12/14/top-iot-trends-to-watch-for-in-2023/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=289649
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249874
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=290748
[5] https://www.cio.com/article/415215/a-tech-leader-panel-weighs-the-case-for-innovation-in-industry-clouds.html
[5] https://venturebeat.com/data-infrastructure/revolutionary-data-migration-tool-transfers-cloud-data-25-times-faster/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253537

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278341
[6] https://www.eventbrite.com/e/2023-summer-school-social-networks-nodexl-pro-a-few-clicks-to-insights-tickets-544259222987?aff=ebdsoporgprofile
[6] https://podcasts.apple.com/us/podcast/debut-buddies/id1439741573?mt=2
[5] https://open.spotify.com/show/69Yf1pFQbhTstKwpMMxpOD
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283155
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=284705
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279853
[3] https://www.youtube.com/watch?v=NDdwXK_Trgs&feature=youtu.be

[3] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=ebdsoporgprofile
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282830

Top URLs in Tweet in G4:
[18] http://www.969theoasis.com/
[11] http://www.amazon.com/s/ref=nb_sb_noss_1?url=search-alias=digital-music&tag=AmazonID&field-keywords=Marc_Smith_-_Chicago_Girl
[9] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/
[7] https://chicago.suntimes.com/2023/1/13/23551832/centene-medicaid-youthcare-illinois-foster-care-marc-smith-theresa-eagleson
[7] 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
[4] https://twitter.com/BVFC1890/status/1541423336093278210/photo/1
[4] https://twitter.com/KA0RIZzZ/status/1599230199128035328/photo/1
[3] https://www.pressandjournal.co.uk/fp/news/aberdeen-aberdeenshire/5436493/drug-addict-marc-smith-posted-heroin-to-shetland-to-clear-debts-with-dealers-but-got-caught-by-a-sniffer-dog/
[3] https://twitter.com/iinspiredance/status/1541533530378932230/photo/1
[3] https://twitter.com/Funbridge/status/1549755182673698819/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/Activithink/status/1580415243426988033/photo/1
[4] https://twitter.com/Activithink/status/1617632449193988097/photo/1
[4] https://twitter.com/AngelJose__/status/1634499287533887490/photo/1
[2] https://twitter.com/Activithink/status/1580565242928517121/photo/1
[1] https://twitter.com/CT_Universales/status/1624328155904331778/video/1
[1] https://twitter.com/cartaginense51/status/1617636610258108416/photo/1
[1] https://twitter.com/cartaginense51/status/1617621660164837378/photo/1
[1] https://twitter.com/cartaginense51/status/1624453358844055555?t=byt0GFw2J5QhRag5zbApkg&s=19
[1] https://twitter.com/Activithink/status/1616489055906037770/photo/1
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282615

Top URLs in Tweet in G6:
[2] https://www.cbsnews.com/chicago/news/illinois-dcfs-director-marc-smith-found-in-contempt-of-court-for-12th-time-over-improper-placement-of-child/?utm_source=facebook&utm_medium=news_tab&fs=e&s=cl
[2] https://twitter.com/ChristineMRobin/status/1589043732602839041/photo/1
[1] https://livestream.com/blueroomstream/events/10563309/videos/232260756

Top URLs in Tweet in G7:
[7] https://ies.sas.ac.uk/events/john-coffin-memorial-lecture-palaeography-2022
[4] https://twitter.com/peccadille/status/1594972264818266121/photo/1
[3] https://twitter.com/Ecoledeschartes/status/1624383558113546241/photo/1
[2] https://twitter.com/Ecoledeschartes/status/1624388863698300928/photo/1
[2] https://twitter.com/Stewart_Brookes/status/1518633948859056128/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/franceculture/status/1564493367152607235
[1] https://twitter.com/Dr_Mellifluus/status/1585586620035731456/photo/1
[1] https://www.corpus.cam.ac.uk/events/history-book-new-evidence-remi-guedon-and-cambridge-paper-mill

Top URLs in Tweet in G8:
[11] 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://rsci.app.link/h8sJ0RJnS4?_p=c30a3fc6860361f1fc1f8cfe
[2] https://www.wissi.fr/blog/analytics/20190725/google-data-studio-treemap-as-horizontal-filter-menu/
[2] https://twitter.com/Ronald_vanLoon/status/1550744341362130944/video/1
[2] https://twitter.com/Ronald_vanLoon/status/1534827401468858368/photo/1
[2] https://twitter.com/Ronald_vanLoon/status/1567849739646914570/photo/1
[1] https://twitter.com/Ronald_vanLoon/status/1590545852837154816/video/1
[1] https://rsci.app.link/h8sJ0RJnS4?_p=c51029c39e037af4eb038fffeb
[1] https://twitter.com/Ronald_vanLoon/status/1542227163100979201/photo/1
[1] https://rsci.app.link/h8sJ0RJnS4?_p=c51029c098067af7e3038ff9ee

Top URLs in Tweet in G9:
[6] https://twitter.com/HardcoreNostal1/status/1628696619385335808/video/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/1628355193241739264/photo/1
[1] https://twitter.com/HardcoreNostal1/status/1597967254574235651/video/1
[1] https://twitter.com/HardcoreNostal1/status/1629431438041923586/video/1
[1] https://twitter.com/HardcoreNostal1/status/1625573824249880587/photo/1
[1] https://twitter.com/HardcoreNostal1/status/1628385950647693315/video/1
[1] https://www.youtube.com/watch?v=wGxs5Ruigp4&list=PL9RaLL8FSRo34CDL12gnoOR3pIPchLGU1


Top URLs in Tweet in G10:
[2] https://twitter.com/GabrielleG9_/status/1610113382736138243
[2] https://twitter.com/arbitrum_store/status/1629354242380005376
[1] https://twitter.com/arbitrum_store/status/1630904602311761924
[1] https://beacons.ai/arbitrum.reward
[1] https://twitter.com/minortiz/status/1634216925793222664/photo/1
[1] https://twitter.com/minortiz/status/1634216925793222664
[1] https://twitter.com/i/lists/1631311652988616704
[1] https://twitter.com/Optimism_Chain/status/1629259311066099718
[1] https://twitter.com/birdgirl1001/status/1612409238097170432
[1] https://twitter.com/arbitrum_tokens/status/1629850297215467520

Top Domains
Top Domains in Tweet in Entire Graph:
[913] twitter.com
[158] nodexlgraphgallery.org
[36] youtube.com
[30] cbsnews.com
[29] baptist-ministries.org
[18] mixcloud.com
[18] 969theoasis.com
[18] amazon.com
[16] clubhouse.com
[16] eventbrite.com

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

Top Domains in Tweet in G2:
[222] twitter.com
[113] nodexlgraphgallery.org
[11] gov.in
[6] sagepub.com
[6] techcircle.in
[5] cio.com
[5] venturebeat.com
[4] theguardian.com
[3] smrfoundation.org
[3] yahoo.com

Top Domains in Tweet in G3:
[66] twitter.com
[37] nodexlgraphgallery.org
[14] eventbrite.com
[13] youtube.com
[9] powerbi.com
[6] apple.com
[6] paper.li
[5] smrfoundation.org
[5] spotify.com
[4] yahoo.com

Top Domains in Tweet in G4:
[60] twitter.com
[29] baptist-ministries.org
[18] 969theoasis.com
[18] amazon.com
[11] cbsnews.com
[8] suntimes.com
[8] soundcloud.com
[7] youtube.com
[5] 1gabba.pw
[4] co.uk

Top Domains in Tweet in G5:
[31] twitter.com
[1] nodexlgraphgallery.org
[1] elconfidencial.com

Top Domains in Tweet in G6:
[2] cbsnews.com
[2] twitter.com
[1] livestream.com

Top Domains in Tweet in G7:
[19] twitter.com
[8] ac.uk
[2] psl.eu
[1] hypotheses.org
[1] folger.edu

Top Domains in Tweet in G8:
[16] twitter.com
[11] theguardian.com
[5] app.link
[2] wissi.fr
[1] republicworld.com
[1] t.me

Top Domains in Tweet in G9:
[12] twitter.com
[1] heraldscotland.com
[1] co.uk
[1] youtube.com
[1] soundcloud.com
[1] twitch.tv

Top Domains in Tweet in G10:
[11] twitter.com
[1] beacons.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1136] ajithkumar
[1010] thunivu
[857] thunivupongal
[729] ak
[729] nogutsnoglory
[728] ajith
[727] hvinoth
[281] chillachilla
[240] happymonday
[212] newweek



Top Hashtags in Tweet in G1:
[1132] ajithkumar
[1006] thunivu
[853] thunivupongal
[725] ak
[725] ajith
[725] hvinoth
[725] nogutsnoglory
[280] chillachilla
[6] valimai

Top Hashtags in Tweet in G2:
[240] happymonday
[212] newweek
[103] ai
[79] stemday
[78] happyhalloween
[75] nodexl
[74] happyfriday
[66] twitter
[63] iot
[60] womenintech

Top Hashtags in Tweet in G3:
[28] nodexl
[15] phdchat
[10] smsociety
[10] savesoil
[9] podcast
[7] socialmedia
[7] acpc22
[7] summerschool
[6] ccs2022
[6] stanford

Top Hashtags in Tweet in G4:
[7] soundcloud
[5] web
[5] happy
[5] 1gabba
[4] ufc285
[2] nowplaying
[2] dcfs
[2] news
[2] ufcvegas66
[2] hardcore

Top Hashtags in Tweet in G5:
[4] cartagena
[4] fitur2023
[3] españa
[2] seohashtag
[2] rmc22
[1] latrinca
[1] transfugas
[1] parquesauces
[1] elsevilla
[1] ucrania

Top Hashtags in Tweet in G6:
[1] twill

Top Hashtags in Tweet in G7:
[6] vendredilecture
[2] paléographie
[2] manuscrits
[2] bookbod22
[1] jpo
[1] journéeportesouvertes
[1] jpo2023
[1] these

Top Hashtags in Tweet in G8:
[37] analytics
[29] data
[28] datascience
[22] bigdata
[17] dataanalytics
[17] analysis
[17] ai
[13] machinelearning
[12] digital
[11] artificialintelligence

Top Hashtags in Tweet in G9:
[8] oldskool
[7] happyhardcore
[6] notorious
[4] ukhardcore
[1] newprofiepic
[1] notoriousvinyl
[1] soundcloud
[1] teambriskdjs
[1] family

Top Hashtags in Tweet in G10:
[1] aave
[1] eth
[1] usdc

Top Words
Top Words in Tweet in Entire Graph:
[2239] marc
[2178] smith
[1544] eli_krumova
[1212] marc_smith
[1156] sir
[1150] dancer
[1136] #ajithkumar
[1010] #thunivu
[863] ajith
[857] #thunivupongal

Top Words in Tweet in G1:
[1150] marc
[1150] dancer
[1150] smith
[1132] #ajithkumar
[1131] sir
[1006] #thunivu
[863] ajith
[853] #thunivupongal
[725] #ajith
[725] #nogutsnoglory

Top Words in Tweet in G2:
[1543] eli_krumova
[782] marc_smith
[739] jbarbosapr
[736] yuhelenyu
[689] digital_howell
[647] grattongirl
[605] curieuxexplorer
[508] nodexl
[425] chidambara09
[411] mikeflache

Top Words in Tweet in G3:
[360] marc_smith
[157] nodexlacademy
[156] twitter
[146] letshearthetru
[132] nodexl
[120] social
[112] tobeycakes
[105] pomegra81938030
[105] twittersupport
[103] teresa20358388

Top Words in Tweet in G4:
[166] marc
[162] smith
[31] court
[29] pastor
[28] service
[26] illinois
[24] director
[20] contempt
[19] dcfs
[19] chicago

Top Words in Tweet in G5:
[107] paoloigna1
[106] ifema
[103] hashtagmarketi7
[101] nodexl
[99] fitur_madrid
[95] sitioparapostre
[94] jesusalvarezg
[84] cartaginense51
[77] jatirado
[76] activithink

Top Words in Tweet in G6:
[82] dcfs
[81] director
[81] smith
[81] marc
[78] fire
[77] darrenbaileyil
[68] contempt
[66] held
[66] times
[65] jb

Top Words in Tweet in G7:
[76] marc
[76] smith
[42] 2022
[30] paléographie
[28] lecture
[28] coffin
[28] palaeography
[28] memorial
[28] ecoledeschartes
[26] professor

Top Words in Tweet in G8:
[58] ronald_vanloon
[41] #data
[37] #analytics
[33] more
[28] #datascience
[23] vulnerability
[23] infoseccomm
[23] using
[23] ozgur_bbh
[23] medium

Top Words in Tweet in G9:
[110] marc
[75] smith
[34] please
[34] asda
[34] hughes
[34] aka
[34] spotted
[34] safe
[34] working
[34] keep

Top Words in Tweet in G10:
[10] marc_smith_dr
[7] ardammokan
[7] aphodlz
[7] dudamel_perez
[6] pengj_2015
[6] solanrazi
[6] littlepipi88
[6] michael69635869
[6] shanlin50237940
[5] cryptoalchimist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2165] marc,smith
[1150] dancer,marc
[863] sir,dancer
[863] ajith,sir
[726] #ak,#ajith
[725] #thunivu,#nogutsnoglory
[725] smith,#ak
[725] #ajithkumar,#hvinoth
[725] #ajith,#ajithkumar
[725] #hvinoth,#thunivu

Top Word Pairs in Tweet in G1:
[1150] dancer,marc
[1150] marc,smith
[863] ajith,sir
[863] sir,dancer
[725] #nogutsnoglory,#thunivupongal
[725] smith,#ak
[725] #thunivu,#nogutsnoglory
[725] #ak,#ajith
[725] #ajithkumar,#hvinoth
[725] #hvinoth,#thunivu

Top Word Pairs in Tweet in G2:
[397] digital_howell,yuhelenyu
[332] jbarbosapr,digital_howell
[328] yuhelenyu,curieuxexplorer
[284] curieuxexplorer,grattongirl
[240] grattongirl,chuckdbrooks
[236] chuckdbrooks,mikeflache
[231] yuhelenyu,grattongirl
[225] please,see
[215] eli_krumova,#happymonday
[210] eli_krumova,please

Top Word Pairs in Tweet in G3:
[103] twittersupport,thatumbrella
[94] marc_smith,nodexlacademy
[94] snowballing2020,twitter
[94] thatumbrella,snowballing2020
[91] twitter,marc_smith
[84] tobeycakes,twittersupport
[74] ianrunkle,cbouzy
[74] cbouzy,marc_smith
[72] social,media
[63] teresa20358388,tobeycakes

Top Word Pairs in Tweet in G4:
[159] marc,smith
[29] pastor,marc
[23] director,marc
[19] contempt,court
[18] smith,buy
[18] buy,song
[15] dcfs,director
[13] smith,service
[12] pm,service
[12] smith,pm

Top Word Pairs in Tweet in G5:
[96] hashtagmarketi7,nodexl
[94] jesusalvarezg,ifema
[94] paoloigna1,jesusalvarezg
[94] nodexl,fitur_madrid
[94] fitur_madrid,paoloigna1
[90] ifema,sitioparapostre
[76] sitioparapostre,jatirado
[54] activithink,hashtagmarketi7
[39] cartaginense51,activithink
[36] cartaginense51,hashtagmarketi7

Top Word Pairs in Tweet in G6:
[81] marc,smith
[80] dcfs,director
[79] director,marc
[66] held,contempt
[65] contempt,court
[64] times,unlike
[64] 12,times
[64] ll,fire
[64] jb,ll
[64] court,12

Top Word Pairs in Tweet in G7:
[76] marc,smith
[28] memorial,lecture
[28] coffin,memorial
[28] lecture,palaeography
[25] john,coffin
[25] professor,marc
[19] palaeography,2022
[16] seminar,professor
[16] book,seminar
[16] paléographie,marc

Top Word Pairs in Tweet in G8:
[23] boss,ozgur_bbh
[23] infoseccomm,medium
[23] using,vulnerability
[23] vulnerability,#analytics
[23] learn,more
[23] medium,learn
[23] ozgur_bbh,infoseccomm
[23] #analytics,feature
[23] feature,boss
[18] ronald_vanloon,using

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

Top Word Pairs in Tweet in G10:
[7] marc_smith_dr,ardammokan
[7] ardammokan,dudamel_perez
[6] littlepipi88,marc_smith_dr
[6] aphodlz,solanrazi
[6] shanlin50237940,littlepipi88
[6] pengj_2015,shanlin50237940
[5] dudamel_perez,todsarticles
[5] todsarticles,aphodlz
[4] solanrazi,shoheitomaru
[4] michael69635869,zaecrypto

Top Replied-To
Top Replied-To in Entire Graph:
@letshearthetru
@enilev
@guidaautonoma
@eli_krumova
@chidambara09
@khulood_almani
@moonseed16
@botmignon
@hardcorenostal1
@picky_bee

Top Replied-To in G1:
@thalaajithbk

Top Replied-To in G2:
@enilev
@guidaautonoma
@eli_krumova
@chidambara09
@khulood_almani
@botmignon
@betamoroney
@hashtagmarketi7
@albertoemachado
@curieuxexplorer

Top Replied-To in G3:
@letshearthetru
@moonseed16
@picky_bee
@annelam71249287
@mystifeye
@mensurvivetoo
@tobeycakes
@marc_smith
@doragonmama
@nodexlacademy

Top Replied-To in G5:
@activithink
@cartaginense51
@sepulestrella
@ct_universales
@hashtagmarketi7
@iosu_blanco
@contacteando
@albertoemachado

Top Replied-To in G6:
@darrenbaileyil
@julianaforlg
@jbpritzker

Top Replied-To in G7:
@speght
@gcoatalen
@modearly
@burtonsanatomy
@franceculture
@peccadille
@emiliekmmurphy

Top Replied-To in G8:
@ronald_vanloon

Top Replied-To in G9:
@hardcorenostal1
@dj_heinrich_
@thedirectmc
@ya_boy_penny
@decky_gervin
@cwrtid
@andrewdaw36
@teambriskdjs
@mcsouness

Top Mentioned
Top Mentioned in Entire Graph:
@eli_krumova
@marc_smith
@ajithfc
@jbarbosapr
@yuhelenyu
@digital_howell
@grattongirl
@curieuxexplorer
@nodexl
@mikeflache

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

Top Mentioned in G2:
@eli_krumova
@marc_smith
@jbarbosapr
@yuhelenyu
@digital_howell
@grattongirl
@curieuxexplorer
@mikeflache
@chuckdbrooks
@nodexl

Top Mentioned in G3:
@marc_smith
@nodexlacademy
@twittersupport
@tobeycakes
@thatumbrella
@twitter
@teresa20358388
@snowballing2020
@picky_bee

Top Mentioned in G5:
@paoloigna1
@ifema
@hashtagmarketi7
@nodexl
@fitur_madrid
@sitioparapostre
@jesusalvarezg
@cartaginense51
@jatirado
@activithink

Top Mentioned in G6:
@darrenbaileyil
@govpritzker
@pkeckreporter
@jbpritzker
@christinemrobin
@julianaforlg
@wsos_illinois

Top Mentioned in G7:
@ecoledeschartes
@ies_london
@laurajcleaver
@dr_mellifluus
@corpuscambridge
@psl_univ
@sasnews
@theulspeccoll
@inha_fr
@larcaparis

Top Mentioned in G8:
@ronald_vanloon
@ozgur_bbh
@infoseccomm
@medium
@marc_smith
@tomonewsus
@miketamir
@philipcball
@guardian
@wissi_analytics

Top Mentioned in G9:
@wayne57072607
@hardcorenostal1
@thedjbrisk
@slstrm_dsgn
@cossielover1369
@decadiah
@liqo909
@hultdofficial
@thedirectmc

Top Mentioned in G10:
@marc_smith_dr
@ardammokan
@dudamel_perez
@aphodlz
@michael69635869
@solanrazi
@pengj_2015
@shanlin50237940
@littlepipi88
@cryptoalchimist

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@chidambara09
@marshawright
@paoloigna1
@robinsnewswire
@jatirado
@locuspolitikus
@tradermarcocost
@codedailybot
@lilianasnchez9

Top Tweeters in G1:
@vinayagam_twts_
@arunthala007
@salmanthala
@jaisuryan
@hardicksakthi
@_ajithkumar_7
@kirukaaa21
@ram5ramesh
@ak_devil_
@joe_selva1

Top Tweeters in G2:
@chidambara09
@marshawright
@codedailybot
@evankirstel
@rahul05ranjan
@artificialbra1n
@education_24x7
@googleexpertuk
@godfrey_g_
@ssxman2

Top Tweeters in G3:
@togetter_jp
@dataaugmented
@marypcbuk
@wsj
@splth32
@mjoehlerich
@ap
@buzzfeed
@whysharksmatter
@nftmansa

Top Tweeters in G4:
@robinsnewswire
@shiraga0516
@lcyance
@pkmonaghan
@ravenhawk4
@suntimes
@969theoasis
@pressjournal
@wbbmnewsradio
@bministries

Top Tweeters in G5:
@paoloigna1
@jatirado
@locuspolitikus
@tradermarcocost
@lilianasnchez9
@szilviade_
@llemj
@faby_nava77
@dpiloncita
@becaes_

Top Tweeters in G6:
@andreinilla
@earlworthington
@procm2
@kjpritchard4
@hstowit
@oneminpsychic
@genevievebayer
@franmudm
@jebladat
@beerfan09

Top Tweeters in G7:
@papeekaboo
@ajmougin
@franceculture
@cantavest
@peccadille
@themedievaldrk
@burriezamateos
@nunsleuth
@ninotelia1
@thomasguillem1

Top Tweeters in G8:
@o_fabriciosouza
@guardian
@republic
@greentechdon
@drferdowsi
@jayeshmthakur
@datasciencebot_
@ene3112
@nvsdata
@crazyfromlsd

Top Tweeters in G9:
@hateisfutile
@therealmickcla1
@truebachelor
@buckland_jan
@noodle48892170
@chriscolson82
@bodellephebe
@nonna_and
@wayne57072607
@jackand59146658

Top Tweeters in G10:
@minortiz
@greatma19037451
@pinastro
@littlepipi88
@cryptoandtrader
@jimmy3an
@jwborland34
@tradingjourney5
@yukyuk1919
@cuan_024