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#LinkedInChat_2022-12-30_22-43-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2022
Short Description:
#LinkedInChat via NodeXL https://bit.ly/3YYvhpL
@linkedin
@mohammadsifatr2
@professornez
@youtube
@mohammad_sifat1
@socialwebcafe
@markc_avgi
@madalynsklar
@hashtagmarketi7
@masudrana01011

Top hashtags:
#linkedinchat
#linkedin
#twitter
#facebook
#instagram

Description:
Description
The graph represents a network of 738 Twitter users whose recent tweets contained "#LinkedInChat", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 06:47 UTC.

The tweets in the network were tweeted over the 2907-day, 9-hour, 40-minute period from Wednesday, 31 December 2014 at 01:04 UTC to Friday, 16 December 2022 at 10:44 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 : 738
Unique Edges : 694
Edges With Duplicates : 7822
Total Edges : 8516
Number of Edge Types : 8
Retweet : 552
MentionsInRetweet : 1135
Tweet : 2519
Mentions : 1473
Quote : 636
MentionsInQuote : 100
Replies to : 951
MentionsInReplyTo : 1150
Self-Loops : 2870
Reciprocated Vertex Pair Ratio : 0.112414467253177
Reciprocated Edge Ratio : 0.202108963093146
Connected Components : 102
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 468
Maximum Edges in a Connected Component : 7982
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.145712
Graph Density : 0.00209227329722415
Modularity : 0.12815
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 738 Twitter users whose recent tweets contained "#LinkedInChat", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 06:47 UTC.

The tweets in the network were tweeted over the 2907-day, 9-hour, 40-minute period from Wednesday, 31 December 2014 at 01:04 UTC to Friday, 16 December 2022 at 10:44 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 : #LinkedInChat
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:
[514] https://www.fiverr.com/share/Q2qXm2
[327] http://yayto.us/rpqf7f
[48] https://www.getambassador.com
[37] https://www.fiverr.com/share/oWm4G8
[22] https://sw.bcafe.co/splug
[21] https://www.linkedin.com/feed/update/urn:li:activity:6845326405505552384?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A6845326405505552384%2C6845450838899605504%29
[19] https://www.fiverr.com/share/wbvBEr
[18] https://www.fiverr.com/share/yWgYre
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275386
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275677

Top URLs in Tweet in G1:
[339] https://www.fiverr.com/share/Q2qXm2
[10] https://www.fiverr.com/share/wbvBEr
[9] https://www.fiverr.com/share/yWgYre
[9] https://www.fiverr.com/share/oWm4G8
[4] https://twitter.com/ESPNFC/status/1292136004019773440/photo/1
[4] https://twitter.com/XHNews/status/1291672722313863168/photo/1
[3] https://twitter.com/XHNews/status/1291263059420303360/photo/1
[2] https://twitter.com/realDonaldTrump/status/1293919097617625089
[2] https://twitter.com/laurDIY/status/1295096176300064773/photo/1
[2] https://www.thesun.co.uk/sport/football/premierleague/12347815/chelsea-players-sale-65m-rice/?utm_medium=Social&utm_campaign=sunfootballtwitter&utm_source=Twitter

Top URLs in Tweet in G2:
[327] http://yayto.us/rpqf7f
[48] https://www.getambassador.com
[22] https://sw.bcafe.co/splug
[7] https://www.chatmistress.com/the-shamelessplug-phenomenon-and-how-it-got-started/
[6] https://www.commun.it/
[4] https://twitter.com/AskForLiz/status/1204487080950157312
[3] https://www.amazon.com/gp/product/B00HGKNBDK/ref=as_li_ss_tl?ie=UTF8&psc=1&linkCode=sl1&tag=socwebcaf-20&linkId=48f9eaecaecfebac7d70e495fd995097&language=en_US
[3] http://www.socialcafechat.com/do-you-nanowrimo-and-build-relationships-socialcafe-8-46/
[3] https://blog.linkedin.com/2019/june/12/new-features-to-help-you-start-conversations-and-build-community
[3] https://twitter.com/conpsweeney/status/1118313132018098176

Top URLs in Tweet in G3:
[11] https://cpoinnovation.com/events/securing-the-unsecured/
[10] https://cpoinnovation.com/events/open-innovation-inspire-for-a-better-tomorrow/
[8] https://cpoinnovation.com/events/cyber-security-challenges-way-forward/
[6] https://cpoinnovation.com/events/covid19-and-the-future-of-procurement/
[4] https://www.linkedin.com/company/14436829/
[4] https://twitter.com/CPOInnovation/status/1291662909228101632/photo/1
[3] https://www.linkedin.com/company/cpo-innovation/
[2] https://twitter.com/CPOInnovation/status/1316997484514668545/photo/1
[2] https://cpoinnovation.com/events/transformation-technology-risk-in-financial-services-landscape/
[2] https://cpoinnovation.com/events/rise-of-drones-in-logistics-and-supply-chain-post-covid19/

Top URLs in Tweet in G4:
[175] https://www.fiverr.com/share/Q2qXm2
[28] https://www.fiverr.com/share/oWm4G8
[12] https://www.fiverr.com/share/3epKbA
[9] https://www.fiverr.com/share/yWgYre
[9] https://www.fiverr.com/share/wbvBEr
[6] https://www.youtube.com/watch?v=Rahzx9fKErg&feature=youtu.be

[4] https://twitter.com/AFCAjax/status/1354478306666696704/photo/1
[3] https://twitter.com/AFP/status/1291625273796866049/photo/1
[3] https://twitter.com/AFP/status/1292361219140198402/photo/1
[2] https://anchor.fm/neznationlivepersonalbranding101/episodes/Career-Search-Strategies-For-The-Holidays-And-Beyond-That-Will-Land-You-A-New-Career-Fast-e988n5

Top URLs in Tweet in G5:
[2] https://twitter.com/DigitalInfosync/status/1299998922820087808/photo/1
[2] https://www.socialmediatoday.com/news/linkedin-reaches-675-million-members-continues-to-see-record-levels-of-en/571435/
[1] https://lnkd.in/ghUpF9j?linkId=100000014354289
[1] https://twitter.com/learntorme/status/1260478820248965122/photo/1
[1] https://docs.google.com/forms/d/1ZMyLtHRpfe81_2G6WF4ebWgkeckRKrgPejU3KEK5OX8/edit
[1] https://twitter.com/learntorme/status/1260480730490175490/photo/1
[1] https://twitter.com/iSocialFanz/status/1156751073098571777/video/1
[1] https://www.entrepreneur.com/science-technology/what-you-need-to-know-about-the-linkedin-stories-feature/350893
[1] https://twitter.com/Entrepreneur/status/1298546987919450113
[1] https://twitter.com/LatinRisk/status/1176809739012980740/photo/1

Top URLs in Tweet in G6:
[2] https://www.lostloverprayers.com/
[2] https://www.linkedin.com/pulse/protect-your-linkedin-contacts-connections-from-being-ian-eastwood/
[2] https://www.youtube.com/watch?v=sHn0m9tyscE&feature=youtu.be
[2] http://searchenginemarket.in/linkedin-changes-its-algorithmic-rule-to-surface-additional-customized-content/
[1] https://www.linkedin.com/pulse/20-grandes-ideas-para-2020-estas-son-las-tendencias-que-collera/?trackingId=bjXRXFJ7S9%2BTCd5AlQBa8g%3D%3D
[1] https://marketingarabia.com/%d9%83%d9%8a%d9%81-%d8%aa%d9%82%d9%88%d9%85-%d8%a8%d8%a5%d9%86%d8%b4%d8%a7%d8%a1-%d9%85%d9%82%d8%a7%d9%84%d8%a7%d8%aa-%d8%b9%d9%84%d9%89-%d9%85%d9%88%d9%82%d8%b9-%d9%84%d9%8a%d9%86%d9%83%d8%af-%d8%a5/
[1] https://www.socialmediatoday.com/news/linkedin-provides-tips-on-how-to-maximize-company-pages/561803/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202019-08-28%20Social%20Media%20Today%20Newsletter%20%5Bissue:22700%5D&utm_term=Social%20Media%20Today
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6567283501740158976
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6564759950621458432
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6562971416017293312

Top URLs in Tweet in G7:
[21] https://www.linkedin.com/feed/update/urn:li:activity:6845326405505552384?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A6845326405505552384%2C6845450838899605504%29
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275386
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275677
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274168
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282605
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268549
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274861
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272350
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270476
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285000

Top URLs in Tweet in G8:
[11] https://madalynsklar.com/chatlist
[1] https://twitter.com/serpstat/status/1138090961123368963/video/1
[1] https://twitter.com/MadalynSklar/status/1179804254648901632/photo/1
[1] https://twitter.com/MadalynSklar/status/1121459794559275011/photo/1
[1] https://twitter.com/MadalynSklar/status/1238149027058929665/photo/1
[1] https://twitter.com/MadalynSklar/status/1192502998464974848/photo/1
[1] https://twitter.com/MadalynSklar/status/1174730718540423168/photo/1
[1] https://twitter.com/MadalynSklar/status/1212796570632097792/photo/1
[1] https://twitter.com/MadalynSklar/status/1146826920660819968/photo/1
[1] https://twitter.com/MadalynSklar/status/1253369090762211330/photo/1

Top URLs in Tweet in G9:
[1] https://twitter.com/Osvaldo_Villar/status/1292865048826785793/photo/1
[1] https://twitter.com/JessycaLewis/status/1292855747508932608/photo/1

Top URLs in Tweet in G10:
[6] https://www.linkedin.com/company/nwrhygienegroupfacilitiesmanagement/?miniCompanyUrn=urn:li:fs_miniCompany:2220648&lipi=urn:li:page:d_flagship3_company;wPQtmBdOSPaWV97HK7pEKA%3D%3D&licu=urn:li:control:d_flagship3_company-actor_container&lici=LPy4boDpKJtdMROeaGy7fQ%3D%3D
[1] https://twitter.com/NWRHygiene/status/1270694578606219265/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1301] twitter.com
[686] fiverr.com
[327] yayto.us
[142] nodexlgraphgallery.org
[90] linkedin.com
[67] trib.al
[53] cpoinnovation.com
[48] getambassador.com
[39] co.uk
[31] youtube.com

Top Domains in Tweet in G1:
[420] fiverr.com
[317] twitter.com
[41] trib.al
[9] sky.com
[9] reuters.com
[8] co.uk
[4] people.com
[2] usmagazine.com
[2] com.au
[2] huffp.st

Top Domains in Tweet in G2:
[604] twitter.com
[327] yayto.us
[48] getambassador.com
[24] bcafe.co
[18] linkedin.com
[10] amazon.com
[7] chatmistress.com
[6] commun.it
[3] socialcafechat.com
[3] shareaholic.com

Top Domains in Tweet in G3:
[92] twitter.com
[52] cpoinnovation.com
[9] linkedin.com

Top Domains in Tweet in G4:
[236] fiverr.com
[187] twitter.com
[28] co.uk
[26] trib.al
[12] youtube.com
[10] theguardian.com
[8] nypost.com
[7] bloomberg.com
[4] economist.com
[4] time.com

Top Domains in Tweet in G5:
[9] twitter.com
[2] socialmediatoday.com
[1] lnkd.in
[1] google.com
[1] entrepreneur.com
[1] nenow.in
[1] linkedin.com

Top Domains in Tweet in G6:
[34] twitter.com
[19] linkedin.com
[18] fiverr.com
[11] youtube.com
[5] iconohash.com
[2] lostloverprayers.com
[2] indiatimes.com
[2] blogspot.com
[2] searchenginemarket.in
[1] marketingarabia.com

Top Domains in Tweet in G7:
[142] nodexlgraphgallery.org
[21] linkedin.com
[4] twitter.com
[1] wordpress.com

Top Domains in Tweet in G8:
[12] twitter.com
[11] madalynsklar.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[6] linkedin.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4877] linkedinchat
[1165] linkedin
[760] twitter
[722] facebook
[706] instagram
[679] socialmediamarketing
[673] soicalmediamanager
[621] setupandoptimize
[617] digitalmarketing
[591] onlinemarketing



Top Hashtags in Tweet in G1:
[421] twitter
[421] instagram
[421] soicalmediamanager
[421] socialmediamarketing
[421] linkedinchat
[420] facebook
[412] setupandoptimize
[412] digitalmarketing
[403] onlinemarketing
[33] socialmediamanager

Top Hashtags in Tweet in G2:
[3630] linkedinchat
[1067] linkedin
[325] twitterchat
[260] shamelessplug
[96] millennialtalk
[96] socialbizchat
[82] 2pencilchat
[79] wegetoutside
[75] socialcafe
[75] gettingtoknowyou

Top Hashtags in Tweet in G3:
[152] linkedinchat
[82] cpoinnovation
[29] covid19
[28] cioxpo
[28] technology
[23] cybersecurity
[21] cfostory
[19] fintech
[15] financialservices
[13] supplychain

Top Hashtags in Tweet in G4:
[247] linkedinchat
[224] instagram
[223] facebook
[223] twitter
[223] soicalmediamanager
[223] socialmediamarketing
[195] setupandoptimize
[195] digitalmarketing
[185] onlinemarketing
[28] lindedinchat

Top Hashtags in Tweet in G5:
[24] linkedinchat
[16] linkedin
[3] b2b
[3] leadgeneration
[3] leadgen
[2] learntor
[2] ncdc
[2] digital
[2] linkedinfacebookinstagramtinder
[2] socialmedia

Top Hashtags in Tweet in G6:
[89] linkedinchat
[28] facebook
[24] linkedin
[21] socialmediamarketing
[19] twitter
[18] instagram
[17] soicalmediamanager
[12] setupandoptimize
[12] lindedinchat
[10] coronaviruskenya

Top Hashtags in Tweet in G7:
[196] linkedinchat
[29] facebook
[29] twitter
[29] instagram
[27] socialmedia
[26] seohashtag
[25] tech
[25] founders
[25] ceos
[22] linkedin

Top Hashtags in Tweet in G8:
[37] linkedinchat
[37] twittersmarter
[17] stagechat
[12] cmworld
[12] africatweetchat
[10] adweekchat
[10] goalchat
[9] mttalk
[7] contentchat
[7] winniesun

Top Hashtags in Tweet in G9:
[2] timetowine
[1] connecting
[1] prople
[1] jessycalewys
[1] professor
[1] oregonuniversity
[1] winetech
[1] techonologies
[1] socialmedia
[1] marketing

Top Hashtags in Tweet in G10:
[6] linkedin
[6] twitteam
[6] linkedinchat

Top Words
Top Words in Tweet in Entire Graph:
[4880] #linkedinchat
[1409] social
[1376] media
[1165] #linkedin
[831] please
[760] #twitter
[742] looking
[722] #facebook
[706] #instagram
[704] need

Top Words in Tweet in G1:
[842] social
[839] media
[433] looking
[425] manager
[421] please
[421] #twitter
[421] #instagram
[421] #linkedinchat
[421] #socialmediamarketing
[421] #soicalmediamanager

Top Words in Tweet in G2:
[3631] #linkedinchat
[1067] #linkedin
[530] linkedinexpert
[446] rephrase
[393] 8pm
[367] socialwebcafe
[360] time
[340] until
[327] gosayyay
[325] #twitterchat

Top Words in Tweet in G3:
[221] pm
[155] #linkedinchat
[142] join
[86] linkedin
[82] #cpoinnovation
[81] today
[54] cpoinnovation
[40] 00
[39] 2020
[38] 30

Top Words in Tweet in G4:
[439] media
[439] social
[247] #linkedinchat
[247] looking
[231] hello
[224] #instagram
[223] #twitter
[223] #facebook
[223] #socialmediamarketing
[223] #soicalmediamanager

Top Words in Tweet in G5:
[66] linkedin
[33] help
[31] 15
[30] 2020
[29] sam
[29] nigeria
[29] retweet
[29] biz
[29] fans
[29] win

Top Words in Tweet in G6:
[89] #linkedinchat
[28] linkedin
[28] #facebook
[26] social
[25] media
[24] #linkedin
[21] #socialmediamarketing
[19] looking
[19] #twitter
[18] #instagram

Top Words in Tweet in G7:
[214] this0499154500
[196] #linkedinchat
[153] hashtagmarketi7
[145] nodexl
[113] brummittdan
[65] et_ciso
[50] _d_a_n_i_e_l__b
[43] _d_a_n_i_e_l__
[41] dan___brummitt
[35] ireallyamokema

Top Words in Tweet in G8:
[39] chats
[37] #linkedinchat
[37] #twittersmarter
[36] fave
[36] tweet
[26] madalynsklar
[25] yours
[17] #stagechat
[12] #cmworld
[12] #africatweetchat

Top Words in Tweet in G9:
[3] badsberg
[2] kaapzichtwines
[2] #timetowine
[2] meerendalwine
[2] pinotagesa
[2] jessycalewis
[2] moreson
[2] eugeneyiga
[2] dmzwine
[2] franschhoek_sa

Top Words in Tweet in G10:
[6] followers
[6] #linkedinchat
[6] #linkedin
[6] today
[6] #twitteam
[6] 92
[6] 100
[6] make
[5] nwrhygiene

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1372] social,media
[701] #twitter,#instagram
[700] #facebook,#twitter
[673] #instagram,#soicalmediamanager
[672] #soicalmediamanager,#socialmediamarketing
[634] media,manager
[629] looking,social
[620] hello,looking
[616] please,visit
[614] #socialmediamarketing,#setupandoptimize

Top Word Pairs in Tweet in G1:
[839] social,media
[425] media,manager
[421] looking,social
[421] #twitter,#instagram
[421] #instagram,#soicalmediamanager
[421] #soicalmediamanager,#socialmediamarketing
[420] #facebook,#twitter
[412] #setupandoptimize,#digitalmarketing
[412] #socialmediamarketing,#setupandoptimize
[408] please,visit

Top Word Pairs in Tweet in G2:
[491] #linkedinchat,linkedinexpert
[327] linkedinexpert,gosayyay
[327] until,#linkedinchat
[278] sec,until
[278] days,hrs
[255] #linkedin,#linkedinchat
[164] 00pm,#twitterchat
[164] 19,00pm
[164] linkedinexpert,join
[148] tuesday,#twitterchat

Top Word Pairs in Tweet in G3:
[64] pm,pm
[59] pm,linkedin
[42] cpoinnovation,join
[39] 00,pm
[35] 30,pm
[34] today,pm
[30] transformation,technology
[29] #linkedinchat,transformation
[29] technology,risk
[29] more,info

Top Word Pairs in Tweet in G4:
[436] social,media
[231] hello,looking
[223] #twitter,#instagram
[223] #instagram,#soicalmediamanager
[223] #facebook,#twitter
[223] #soicalmediamanager,#socialmediamarketing
[202] media,manager
[201] looking,social
[201] need,manage
[201] manage,social

Top Word Pairs in Tweet in G5:
[29] fans,help
[29] retweet,nigeria
[29] biz,win
[29] nigeria,biz
[29] dear,twitter
[29] twitter,fans
[29] downs,learntor
[29] learntor,friday
[29] friday,15
[29] 15,2020

Top Word Pairs in Tweet in G6:
[25] social,media
[17] media,accounts
[17] #twitter,#instagram
[17] #facebook,#twitter
[17] #soicalmediamanager,#socialmediamarketing
[17] #instagram,#soicalmediamanager
[13] hello,looking
[12] someone,set
[12] accounts,professionally
[12] #lindedinchat,#linkedinchat

Top Word Pairs in Tweet in G7:
[136] #linkedinchat,nodexl
[84] this0499154500,#linkedinchat
[77] nodexl,this0499154500
[51] hashtagmarketi7,this0499154500
[51] nodexl,hashtagmarketi7
[49] this0499154500,hashtagmarketi7
[48] brummittdan,et_ciso
[48] hashtagmarketi7,brummittdan
[38] et_ciso,_d_a_n_i_e_l__
[33] hashtags,#linkedinchat

Top Word Pairs in Tweet in G8:
[36] fave,tweet
[36] tweet,chats
[25] #twittersmarter,yours
[25] madalynsklar,fave
[12] #stagechat,#twittersmarter
[10] #linkedinchat,#africatweetchat
[7] #africatweetchat,#goalchat
[7] #adweekchat,#linkedinchat
[5] chats,#linkedinchat
[5] #cmworld,#linkedinchat

Top Word Pairs in Tweet in G9:
[2] fairviewwine,wineswellington
[2] kwvwines,alleebleue
[2] gregsherwoodmw,dmzwine
[2] franschhoek_sa,eugeneyiga
[2] pinotagesa,moreson
[2] moreson,badsberg
[2] alleebleue,alvisdrift
[2] cobuscoetzeee,franschhoek_sa
[2] jessycalewis,gregsherwoodmw
[2] dmzwine,cobuscoetzeee

Top Word Pairs in Tweet in G10:
[6] 100,today
[6] followers,#linkedin
[6] #linkedin,make
[6] today,#twitteam
[6] make,100
[6] #twitteam,#linkedinchat
[6] 92,followers
[5] nwrhygiene,92

Top Replied-To
Top Replied-To in Entire Graph:
@socialwebcafe
@markc_avgi
@techauditcom
@scottallen
@conpsweeney
@stevecassady
@angelahemans
@dan_macdougallx
@linkedinchats
@dareeallen

Top Replied-To in G1:
@goal
@skynews
@dcexaminer
@independent
@thehill
@cnbc
@afp
@reuters
@nypost
@people

Top Replied-To in G2:
@socialwebcafe
@markc_avgi
@techauditcom
@scottallen
@conpsweeney
@stevecassady
@angelahemans
@dan_macdougallx
@linkedinchats
@dareeallen

Top Replied-To in G4:
@cnbc
@thesun
@guardiannews
@business
@independent
@nypost
@time
@theeconomist
@telegraph
@skysportspl

Top Replied-To in G5:
@linkedin
@linkedinhelp

Top Replied-To in G9:
@jessycalewis

Top Mentioned
Top Mentioned in Entire Graph:
@linkedinexpert
@gosayyay
@hashtagmarketi7
@this0499154500
@socialwebcafe
@brummittdan
@markc_avgi
@et_ciso
@linkedin

Top Mentioned in G1:
@mohammad_sifat1
@championsleague
@davidluiz_4
@joebiden
@kccomets
@maslarena
@mls
@mancity

Top Mentioned in G2:
@linkedinexpert
@gosayyay
@socialwebcafe
@markc_avgi
@commun_it
@pokeyluwho
@conpsweeney
@techauditcom
@angelahemans
@dan_macdougallx

Top Mentioned in G3:
@sudinism
@lpopli
@arconriskctrl
@uttammajumdar
@qualcomm_in
@sameeranja
@arrka2
@sujitchristy
@kapilmehrotra

Top Mentioned in G4:
@mohammadsifatr2
@youtube
@professornez
@cnbcmakeit
@ytcreators
@hendopolis
@cnbcpro
@acorns
@mrcsreynolds
@1843mag

Top Mentioned in G5:
@linkedin
@learntor
@learntorme
@linkedinmktg
@linkedinhelp
@khaled_ouanes
@linkedinselling
@leadforensics
@tiktok_us
@socialmedia2day

Top Mentioned in G6:
@healerkenneth
@searchenginem11
@commknews

Top Mentioned in G7:
@hashtagmarketi7
@this0499154500
@brummittdan
@et_ciso
@_d_a_n_i_e_l__b
@_d_a_n_i_e_l__
@dan___brummitt
@ireallyamokema
@13thingsa
@nodexl

Top Mentioned in G8:
@madalynsklar
@annhandley
@cmicontent
@serpstat
@lucyrk78

Top Mentioned in G9:
@gregsherwoodmw
@dmzwine
@cobuscoetzeee
@franschhoek_sa
@eugeneyiga
@pinotagesa
@moreson
@badsberg
@fairviewwine
@wineswellington

Top Mentioned in G10:
@nwrhygiene

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@cybersecurityn8
@blazedrts
@independent
@daily_express
@o_fabriciosouza
@thehill
@sudeepkhatri
@reuters

Top Tweeters in G1:
@reuters
@businessinsider
@dcexaminer
@huffpost
@bbcsport
@skynews
@bostonglobe
@nytimes
@washingtonpost
@washtimes

Top Tweeters in G2:
@sudeepkhatri
@uneekdiva
@trippbraden
@jennykim
@cleandropmobile
@matbo2
@journeyingdave
@dtnetiquette
@slines
@canva

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@cybersecurityn8
@o_fabriciosouza
@epuujee
@gdprai
@jayeshmthakur
@cyberdfir
@daviddoughty
@cloud_cio_

Top Tweeters in G4:
@blazedrts
@independent
@daily_express
@thehill
@dailymirror
@business
@safaricomplc
@guardian
@thesun
@globeandmail

Top Tweeters in G5:
@notrealdemocrat
@linkedinhelp
@isocialfanz
@socialmedia2day
@entrepreneur
@mysticism88
@anirban1970
@tiktok_us
@nenownews
@khaled_ouanes

Top Tweeters in G6:
@lodewijkhof
@iconohash
@minskui
@petherick
@genjuro75
@nftrebels
@healerkenneth
@kriskross2paris
@et_cio
@etbrandequity

Top Tweeters in G7:
@education_24x7
@dan__brummitt
@nbcnightlynews
@iosu_blanco
@devmy_fr
@smm_news_feed
@lisa03755
@57kazqz6uyiq2p2
@phdvoice
@daniel___seo

Top Tweeters in G8:
@joanarssousa
@madalynsklar
@mrinfluencerug1
@robopulp
@janetmachuka_
@_iamcoachbrian
@cmicontent
@blondepreneur
@nathaliegregg
@elijahuwas

Top Tweeters in G9:
@osvaldo_villar
@jessycalewis
@franschhoek_sa
@gregsherwoodmw
@fairviewwine
@pinotagesa
@moreson
@eugeneyiga
@alleebleue
@kwvwines

Top Tweeters in G10:
@garyhulme1812
@dotsandis
@nwrhygiene
@lifeaschloel
@johnsomerville_
@asi_wheels


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