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#LinkedInChat_2023-03-17_22-43-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
#LinkedInChat via NodeXL https://bit.ly/3ToHt0u
@this0499154500
@mohammad_sifat1
@viewcompetitors
@hashtagmarketi7
@socialwebcafe
@linkedin
@mohammadsifatr2
@o_fabriciosouza
@cybersec_feeds
@madalynsklar

Top hashtags:
#linkedinchat
#linkedin
#twitter
#facebook

Description:
Description
The graph represents a network of 744 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 07:15 UTC.

The tweets in the network were tweeted over the 2994-day, 12-hour, 4-minute period from Wednesday, 31 December 2014 at 01:04 UTC to Monday, 13 March 2023 at 13:08 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 : 744
Unique Edges : 716
Edges With Duplicates : 7861
Total Edges : 8577
Number of Edge Types : 8
Retweet : 548
MentionsInRetweet : 1154
MentionsInReplyTo : 1158
Replies to : 951
Tweet : 2524
Quote : 638
Mentions : 1504
MentionsInQuote : 100
Self-Loops : 2888
Reciprocated Vertex Pair Ratio : 0.104463437796771
Reciprocated Edge Ratio : 0.189165950128977
Connected Components : 101
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 561
Maximum Edges in a Connected Component : 8267
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.894653
Graph Density : 0.00210386546838594
Modularity : 0.126721
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 744 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 07:15 UTC.

The tweets in the network were tweeted over the 2994-day, 12-hour, 4-minute period from Wednesday, 31 December 2014 at 01:04 UTC to Monday, 13 March 2023 at 13:08 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
[23] 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
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275386
[12] https://www.fiverr.com/share/3epKbA

Top URLs in Tweet in G1:
[327] http://yayto.us/rpqf7f
[48] https://www.getambassador.com
[23] 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://blog.linkedin.com/2019/june/12/new-features-to-help-you-start-conversations-and-build-community
[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://twitter.com/conpsweeney/status/1118312199464869892

Top URLs in Tweet in G2:
[339] https://www.fiverr.com/share/Q2qXm2
[10] https://www.fiverr.com/share/wbvBEr
[9] https://www.fiverr.com/share/oWm4G8
[9] https://www.fiverr.com/share/yWgYre
[4] https://twitter.com/XHNews/status/1291672722313863168/photo/1
[4] https://twitter.com/ESPNFC/status/1292136004019773440/photo/1
[3] https://twitter.com/XHNews/status/1291263059420303360/photo/1
[2] https://mancity.com/
[2] https://twitter.com/Arsenal/status/1292462134345871367/video/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 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://cpoinnovation.com/events/leveraging-ai-into-procurement/
[2] https://cpoinnovation.com/events/rise-of-drones-in-logistics-and-supply-chain-post-covid19/
[2] https://cpoinnovation.com/events/transformation-technology-risk-in-financial-services-landscape/

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
[4] https://twitter.com/AFCAjax/status/1354478306666696704/photo/1
[3] https://twitter.com/AFP/status/1292361219140198402/photo/1
[3] https://twitter.com/AFP/status/1291625273796866049/photo/1
[2] https://twitter.com/whoisaddison/status/1328061594249543680/photo/1
[1] https://twitter.com/AFCAjax/status/1354478306666696704

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/Entrepreneur/status/1298546987919450113
[1] http://www.entrepreneur.com/science-technology/what-you-need-to-know-about-the-linkedin-stories-feature/350893
[1] https://twitter.com/iSocialFanz/status/1156751073098571777/video/1
[1] https://twitter.com/LatinRisk/status/1176809739012980740/photo/1

Top URLs in Tweet in G6:
[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] https://www.lostloverprayers.com/
[2] http://searchenginemarket.in/linkedin-changes-its-algorithmic-rule-to-surface-additional-customized-content/
[1] https://www.linkedin.com/video/live/activity-6625417491885756416-hmWP
[1] https://twitter.com/Ian_E_Eastwood/status/1171698187184353281/photo/1
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6582544051449491456
[1] https://www.linkedin.com/posts/frasercameronepicdads_epicdads-freedom-time-ugcPost-6572113516336160768--ivQ
[1] https://sreemallikarjunasevaasadan.blogspot.com/2020/07/blog-post_26.html
[1] https://sreemallikarjunasevaasadan.blogspot.com/2020/07/the-religion-abandoned.html

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
[13] 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=274861
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=282605
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268549
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285000
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272350
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270476

Top URLs in Tweet in G8:
[2] https://twitter.com/realDonaldTrump/status/1293919097617625089
[2] https://twitter.com/laurDIY/status/1295096176300064773/photo/1
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJwMmxYOD8=&uuid=449959e3-c55c-11ed-af0a-794d63544b72&vid=
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJwMmxYOD8=&uuid=34e70f57-c55c-11ed-921f-625a4d6e6f6c&vid=
[1] https://twitter.com/NBA/status/1295183583196393472
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJwMmxYOD8=&uuid=48eea5dd-c55c-11ed-a235-72704e4b6f73&vid=
[1] https://twitter.com/JoeBiden/status/1295133234637025284
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJwMmxYOD8=&uuid=2d309106-c55c-11ed-a235-72704e4b6f73&vid=
[1] https://twitter.com/FCBarcelona/status/1293915093822877699
[1] https://block.fiverr.com/?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJwMmxYOD8=&uuid=2d6d7fd8-c55c-11ed-bf2d-614e664d6142&vid=

Top URLs in Tweet in G9:
[11] https://madalynsklar.com/chatlist
[1] https://twitter.com/MadalynSklar/status/1121459794559275011/photo/1
[1] https://twitter.com/MadalynSklar/status/1136679866001235970/photo/1
[1] https://twitter.com/MadalynSklar/status/1238149027058929665/photo/1
[1] https://twitter.com/MadalynSklar/status/1179804254648901632/photo/1
[1] https://twitter.com/MadalynSklar/status/1212796570632097792/photo/1
[1] https://twitter.com/MadalynSklar/status/1192502998464974848/photo/1
[1] https://twitter.com/MadalynSklar/status/1253369090762211330/photo/1
[1] https://twitter.com/MadalynSklar/status/1174730718540423168/photo/1
[1] https://twitter.com/MadalynSklar/status/1263515829603381251/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/Osvaldo_Villar/status/1292865048826785793/photo/1
[1] https://twitter.com/JessycaLewis/status/1292855747508932608/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1312] twitter.com
[686] fiverr.com
[327] yayto.us
[147] nodexlgraphgallery.org
[89] linkedin.com
[62] trib.al
[53] cpoinnovation.com
[48] getambassador.com
[38] co.uk
[31] youtube.com

Top Domains in Tweet in G1:
[602] 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 G2:
[367] fiverr.com
[225] twitter.com
[14] trib.al
[9] sky.com
[5] washex.am
[4] people.com
[4] co.uk
[2] mancity.com
[2] thebulwark.com
[2] com.au

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

Top Domains in Tweet in G4:
[236] fiverr.com
[183] twitter.com
[28] co.uk
[26] trib.al
[10] theguardian.com
[8] nypost.com
[7] bloomberg.com
[4] economist.com
[4] time.com
[3] latimes.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:
[35] twitter.com
[18] linkedin.com
[18] fiverr.com
[11] youtube.com
[5] clearcto.com
[2] blogspot.com
[2] lostloverprayers.com
[2] searchenginemarket.in
[2] indiatimes.com
[1] novadownloader.in

Top Domains in Tweet in G7:
[147] nodexlgraphgallery.org
[21] linkedin.com
[15] twitter.com
[10] youtube.com
[2] spotify.com
[1] illustrarch.com
[1] wordpress.com

Top Domains in Tweet in G8:
[92] twitter.com
[53] fiverr.com
[22] trib.al
[9] reuters.com
[4] co.uk
[1] cnn.com
[1] fcbarcelona.com

Top Domains in Tweet in G9:
[12] twitter.com
[11] madalynsklar.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4879] linkedinchat
[1168] linkedin
[764] twitter
[726] facebook
[708] instagram
[679] socialmediamarketing
[673] soicalmediamanager
[621] setupandoptimize
[617] digitalmarketing
[591] onlinemarketing



Top Hashtags in Tweet in G1:
[3622] linkedinchat
[1065] linkedin
[325] twitterchat
[260] shamelessplug
[96] millennialtalk
[93] socialbizchat
[82] 2pencilchat
[79] wegetoutside
[75] socialcafe
[75] gettingtoknowyou

Top Hashtags in Tweet in G2:
[368] twitter
[368] instagram
[368] soicalmediamanager
[368] socialmediamarketing
[368] linkedinchat
[367] facebook
[359] setupandoptimize
[359] digitalmarketing
[350] onlinemarketing
[33] socialmediamanager

Top Hashtags in Tweet in G3:
[148] 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:
[239] linkedinchat
[223] facebook
[223] twitter
[223] instagram
[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] smm
[2] smechat

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

Top Hashtags in Tweet in G7:
[218] linkedinchat
[33] twitter
[33] facebook
[32] instagram
[30] linkedin
[30] seohashtag
[27] socialmedia
[25] tech
[25] founders
[25] ceos

Top Hashtags in Tweet in G8:
[53] facebook
[53] twitter
[53] instagram
[53] soicalmediamanager
[53] socialmediamarketing
[53] setupandoptimize
[53] digitalmarketing
[53] onlinemarketing
[53] linkedinchat
[3] barçabayern

Top Hashtags in Tweet in G9:
[37] linkedinchat
[37] twittersmarter
[17] stagechat
[12] cmworld
[12] africatweetchat
[10] adweekchat
[10] goalchat
[9] mttalk
[7] winniesun
[7] contentchat

Top Hashtags in Tweet in G10:
[2] timetowine
[1] connecting
[1] prople
[1] jessycalewys
[1] professor
[1] oregonuniversity
[1] winetech
[1] techonologies
[1] socialmedia
[1] marketing

Top Words
Top Words in Tweet in Entire Graph:
[4882] #linkedinchat
[1408] social
[1375] media
[1168] #linkedin
[832] please
[764] #twitter
[741] looking
[726] #facebook
[708] #instagram
[703] need

Top Words in Tweet in G1:
[3623] #linkedinchat
[1065] #linkedin
[530] linkedinexpert
[446] rephrase
[393] 8pm
[366] socialwebcafe
[357] time
[340] until
[327] gosayyay
[325] #twitterchat

Top Words in Tweet in G2:
[732] social
[730] media
[378] looking
[370] manager
[368] #socialmediamarketing
[368] #instagram
[368] #twitter
[368] #linkedinchat
[368] #soicalmediamanager
[367] #facebook

Top Words in Tweet in G3:
[213] pm
[151] #linkedinchat
[138] join
[84] linkedin
[82] #cpoinnovation
[77] today
[50] cpoinnovation
[40] 00
[39] 2020
[38] 30

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

Top Words in Tweet in G5:
[65] linkedin
[32] help
[30] 15
[29] 2020
[28] sam
[28] nigeria
[28] retweet
[28] biz
[28] fans
[28] win

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

Top Words in Tweet in G7:
[219] this0499154500
[218] #linkedinchat
[161] hashtagmarketi7
[149] nodexl
[114] brummittdan
[66] et_ciso
[50] _d_a_n_i_e_l__b
[44] _d_a_n_i_e_l__
[41] dan___brummitt
[38] top

Top Words in Tweet in G8:
[110] social
[109] media
[55] please
[55] looking
[55] manager
[54] need
[54] hello
[54] visit
[54] manage
[53] #socialmediamarketing

Top Words in Tweet in G9:
[39] chats
[37] #twittersmarter
[37] #linkedinchat
[36] fave
[36] tweet
[26] madalynsklar
[25] yours
[17] #stagechat
[12] #africatweetchat
[12] #cmworld

Top Words in Tweet in G10:
[3] badsberg
[2] kaapzichtwines
[2] #timetowine
[2] meerendalwine
[2] pinotagesa
[2] jessycalewis
[2] moreson
[2] eugeneyiga
[2] dmzwine
[2] franschhoek_sa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1371] social,media
[701] #twitter,#instagram
[700] #facebook,#twitter
[673] #instagram,#soicalmediamanager
[672] #soicalmediamanager,#socialmediamarketing
[633] media,manager
[629] looking,social
[620] hello,looking
[616] please,visit
[614] #socialmediamarketing,#setupandoptimize

Top Word Pairs in Tweet in G1:
[491] #linkedinchat,linkedinexpert
[327] linkedinexpert,gosayyay
[327] until,#linkedinchat
[278] sec,until
[278] days,hrs
[253] #linkedin,#linkedinchat
[164] 00pm,#twitterchat
[164] 19,00pm
[164] linkedinexpert,join
[148] tuesday,#twitterchat

Top Word Pairs in Tweet in G2:
[730] social,media
[370] media,manager
[368] #instagram,#soicalmediamanager
[368] #twitter,#instagram
[368] #soicalmediamanager,#socialmediamarketing
[367] #facebook,#twitter
[366] looking,social
[359] #socialmediamarketing,#setupandoptimize
[359] #setupandoptimize,#digitalmarketing
[354] please,visit

Top Word Pairs in Tweet in G3:
[60] pm,pm
[57] pm,linkedin
[39] 00,pm
[38] cpoinnovation,join
[35] 30,pm
[30] today,pm
[30] transformation,technology
[29] #linkedinchat,transformation
[29] technology,risk
[29] more,info

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

Top Word Pairs in Tweet in G5:
[28] sam,downs
[28] biz,win
[28] dear,twitter
[28] 15,2020
[28] friday,15
[28] twitter,fans
[28] fans,help
[28] downs,learntor
[28] join,sam
[28] nigeria,biz

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:
[140] #linkedinchat,nodexl
[85] this0499154500,#linkedinchat
[78] nodexl,this0499154500
[51] this0499154500,hashtagmarketi7
[51] hashtagmarketi7,this0499154500
[51] nodexl,hashtagmarketi7
[49] brummittdan,et_ciso
[49] hashtagmarketi7,brummittdan
[39] et_ciso,_d_a_n_i_e_l__
[37] hashtags,#linkedinchat

Top Word Pairs in Tweet in G8:
[109] social,media
[55] media,manager
[55] looking,social
[54] manager,need
[54] please,visit
[54] media,please
[54] need,manage
[54] manage,social
[54] hello,looking
[53] #soicalmediamanager,#socialmediamarketing

Top Word Pairs in Tweet in G9:
[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,#stagechat
[5] chats,#linkedinchat

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@socialwebcafe
@markc_avgi
@techauditcom
@scottallen
@conpsweeney
@stevecassady
@dan_macdougallx
@linkedinchats
@dareeallen
@angelahemans

Top Replied-To in G1:
@socialwebcafe
@markc_avgi
@techauditcom
@scottallen
@conpsweeney
@stevecassady
@dan_macdougallx
@linkedinchats
@dareeallen
@angelahemans

Top Replied-To in G2:
@goal
@skynews
@thehill
@independent
@dcexaminer
@cnbc
@reuters
@afp
@thesunfootball
@nypost

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

Top Replied-To in G5:
@linkedin
@linkedinhelp

Top Replied-To in G7:
@hashtagmarketi7

Top Replied-To in G8:
@30hz_
@ramiro_lapico

Top Replied-To in G10:
@jessycalewis

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

Top Mentioned in G1:
@linkedinexpert
@gosayyay
@socialwebcafe
@markc_avgi
@commun_it
@pokeyluwho
@conpsweeney
@techauditcom
@dan_macdougallx
@angelahemans

Top Mentioned in G2:
@mohammad_sifat1
@davidluiz_4
@joebiden
@alexrossisky
@joycewhitevance
@mancity
@as_monaco
@asseofficiel
@postmalone
@mls

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

Top Mentioned in G4:
@mohammadsifatr2
@cnbcmakeit
@pskills43
@hendopolis
@cnbcpro
@1843mag
@youtube
@kingjames
@acorns

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

Top Mentioned in G6:
@commknews
@healerkenneth
@searchenginem11

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:
@championsleague
@zbyronwolf
@sevillafc
@ol_english
@realmadrid
@primevideoes
@stephencurry30
@nba
@paulpogba

Top Mentioned in G9:
@madalynsklar
@annhandley
@cmicontent
@serpstat
@lucyrk78

Top Mentioned in G10:
@gregsherwoodmw
@dmzwine
@cobuscoetzeee
@franschhoek_sa
@eugeneyiga
@pinotagesa
@moreson
@badsberg
@fairviewwine
@wineswellington

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@blazedrts
@independent
@daily_express
@thehill
@o_fabriciosouza
@sudeepkhatri
@reuters
@dailymirror
@business

Top Tweeters in G1:
@uneekdiva
@trippbraden
@jennykim
@cleandropmobile
@matbo2
@journeyingdave
@dtnetiquette
@slines
@canva
@abelbishoph

Top Tweeters in G2:
@businessinsider
@dcexaminer
@huffpost
@skynews
@bostonglobe
@nytimes
@washtimes
@lemondefr
@people
@variety

Top Tweeters in G3:
@cybersec_feeds
@o_fabriciosouza
@gdprai
@epuujee
@jayeshmthakur
@cyberdfir
@daviddoughty
@cloud_cio_
@secdevb
@askn0b0dy

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
@etbrandequity
@et_cio

Top Tweeters in G7:
@sudeepkhatri
@shieldvoc
@education_24x7
@dan__brummitt
@nbcnightlynews
@iosu_blanco
@smm_news_feed
@devmy_fr
@lisa03755
@57kazqz6uyiq2p2

Top Tweeters in G8:
@reuters
@bbcsport
@washingtonpost
@abc
@cnn
@bbcworld
@nba
@laliga
@espn
@fcbarcelona

Top Tweeters in G9:
@joanarssousa
@madalynsklar
@mrinfluencerug1
@robopulp
@_iamcoachbrian
@janetmachuka_
@cmicontent
@blondepreneur
@nathaliegregg
@elijahuwas

Top Tweeters in G10:
@osvaldo_villar
@jessycalewis
@franschhoek_sa
@gregsherwoodmw
@fairviewwine
@pinotagesa
@moreson
@eugeneyiga
@alleebleue
@kwvwines


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