#SMChat, Twitter, 2/18/2023 7:29:18 AM, 289741


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#SMChat_2023-02-17_23-21-36.xlsx
#SMChat_2023-02-17_23-21-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2023
Short Description:
#SMChat via NodeXL https://bit.ly/3Z3v2ZV
@creativesage
@sourcenft_
@elanaleoni
@johnwlewis
@milguy23
@sourcepov
@this0499154500
@paulellisuk
@ajmunn
@amywhiggins

Top hashtags:
#smchat
#socialmedia
#sm
#hr
#worktrends
#leadership
#success
#futureofwork
#innovation

Description:
Description
The graph represents a network of 553 Twitter users whose recent tweets contained "#SMChat", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 07:26 UTC.

The tweets in the network were tweeted over the 1695-day, 21-hour, 47-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 17 February 2023 at 17:24 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 : 553
Unique Edges : 739
Edges With Duplicates : 9413
Total Edges : 10152
Number of Edge Types : 9
Retweet : 609
MentionsInRetweet : 1173
Mentions : 4973
MentionsInQuote : 111
MentionsInReplyTo : 1415
Tweet : 1073
Quote : 208
Replies to : 586
MentionsInQuoteReply : 4
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.144508670520231
Reciprocated Edge Ratio : 0.252525252525253
Connected Components : 38
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 480
Maximum Edges in a Connected Component : 10057
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.164135
Graph Density : 0.00454045129334067
Modularity : 0.098963
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 553 Twitter users whose recent tweets contained "#SMChat", 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 07:26 UTC.

The tweets in the network were tweeted over the 1695-day, 21-hour, 47-minute period from Wednesday, 27 June 2018 at 19:36 UTC to Friday, 17 February 2023 at 17:24 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 : #SMChat
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:
[14] https://socialmediachat.wordpress.com/2018/09/10/ai-and-the-future-of-work/
[13] https://socialmediachat.wordpress.com/2019/03/10/breaking-down-the-5g-hype/
[8] https://socialmediachat.wordpress.com/2019/02/12/narrative-the-hard-work-of-authenticity-and-trust-smchat-contentseries-wed-feb-13-1pest/
[8] https://socialmediachat.wordpress.com/2018/07/24/the-quest-for-social-selling-amy-higgins-smchat-contentseries/
[7] https://socialmediachat.wordpress.com/2019/05/21/possibilities-of-social-10-years-in/
[7] https://www.fcis.org/fs/resource-manager/view/fbecff3f-f558-46cd-bde5-eac0bc0517e8
[6] https://socialmediachat.wordpress.com/2018/11/13/whats-in-a-name-more-than-you-think-choosing-your-next-web-domain-w-smchat-contentseries-weds-11-14-18-1pest-7pcet/
[6] https://twitter.com/ajmunn/status/1039925802480087045
[5] https://socialmediachat.wordpress.com/2019/01/08/smchat-socialmedia-2019-look-ahead/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280787

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280787
[4] https://paper.li/CreativeSage/SMchat?pub_id=9600ae6b-c494-4f92-8437-d6062ce44c51
[4] https://paper.li/CreativeSage/SMchat?share_id=73563860-e03d-11ec-8be8-fa163eed9ef2
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270479
[3] https://paper.li/CreativeSage/SMchat?pub_id=3132e21e-2aba-408c-ab18-e53d2b8d004e
[3] https://paper.li/CreativeSage/SMchat?edition_id=878f5ec0-b37f-11ea-85b4-0cc47a0d15fd
[3] https://paper.li/CreativeSage/SMchat?share_id=ad322510-10f5-11ed-9506-fa163eed9ef2
[3] https://paper.li/CreativeSage/SMchat?pub_id=b4a000d1-cdfd-4ab2-b874-5e393cf892db
[3] https://paper.li/CreativeSage/SMchat?pub_id=705bee48-d599-4c36-bb79-84483171bcc7
[3] https://paper.li/CreativeSage/SMchat?edition_id=c2c176d0-4162-11e9-8c11-0cc47a0d15fd

Top URLs in Tweet in G2:
[14] https://socialmediachat.wordpress.com/2018/09/10/ai-and-the-future-of-work/
[13] https://socialmediachat.wordpress.com/2019/03/10/breaking-down-the-5g-hype/
[6] https://twitter.com/ajmunn/status/1039925802480087045
[3] https://twitter.com/sourceNFT_/status/1131245767010725889
[3] https://socialmediachat.wordpress.com/2018/07/24/the-quest-for-social-selling-amy-higgins-smchat-contentseries/
[3] https://socialmediachat.wordpress.com/2019/01/08/smchat-socialmedia-2019-look-ahead/
[3] https://www.niemanlab.org/2019/01/2019-a-year-when-fake-news-gets-intimate-and-everyone-disagrees-on-everything/
[3] https://twitter.com/ajmunn/status/1039934456260452352
[2] https://twitter.com/ajmunn/status/1095746456340836352
[2] https://twitter.com/ClareMunn/status/1039926614048600065

Top URLs in Tweet in G3:
[6] https://socialmediachat.wordpress.com/2018/11/13/whats-in-a-name-more-than-you-think-choosing-your-next-web-domain-w-smchat-contentseries-weds-11-14-18-1pest-7pcet/
[6] https://socialmediachat.wordpress.com/2019/02/12/narrative-the-hard-work-of-authenticity-and-trust-smchat-contentseries-wed-feb-13-1pest/
[6] https://socialmediachat.wordpress.com/2019/05/21/possibilities-of-social-10-years-in/
[5] https://socialmediachat.wordpress.com/2018/07/24/the-quest-for-social-selling-amy-higgins-smchat-contentseries/
[3] https://socialmediachat.wordpress.com/calendar/
[3] https://socialmediachat.wordpress.com/2018/10/02/special-how-is-social-media-best-used-in-the-defence-and-military/
[3] https://domain.me/
[2] https://socialmediachat.wordpress.com/2019/01/08/smchat-socialmedia-2019-look-ahead/
[2] https://twitter.com/JohnWLewis/status/1027152661274144769
[2] https://twitter.com/natasad/status/1062778737333362689

Top URLs in Tweet in G4:
[4] https://twitter.com/RobSpencer123/status/1050080711414296577
[2] https://twitter.com/STRATCOMCOE/status/1095695305469759493
[2] https://www.i3gen.uk/single-post/2018/09/27/Twitter-Chat---Social-Media-in-the-Military-and-Defence
[2] https://twitter.com/HQARRC/status/1050080043915980800
[2] https://www.messenger-inquirer.com/features/health/on-youtube-people-with-disabilities-create-content-to-show-and/article_e064d876-ea13-11e9-b144-bb8bfd88325d.html
[2] https://www.fox21online.com/2020/03/09/organizations-work-to-make-social-media-more-accessible-to-those-with-disabilities/
[2] https://www.insiderintelligence.com/content/average-us-time-spent-with-mobile-in-2019-has-increased
[1] https://twitter.com/STRATCOMCOE/status/1095695305469759493/photo/1
[1] https://www.stratcomcoe.org/role-communicators-countering-malicious-use-social-media
[1] https://twitter.com/STRATCOMCOE/status/1083296139674308608/photo/1

Top URLs in Tweet in G5:
[3] https://techcrunch.com/2019/02/14/twitter-camera/
[2] https://www.socialmediaexaminer.com/smmworld/
[2] https://www.leoniconsultinggroup.com/blog/2021/12/02-emoji-dos-and-donts?utm_content=buffercc9a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.leoniconsultinggroup.com/podcasts/2022/05/26/2022-social-media-marketing-tools-and-trends?utm_content=buffer05863&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.agorapulse.com/social-media-lab/link-posts-facebook/
[1] https://www.socialmediaexaminer.com/3-types-social-video-for-any-business/
[1] https://pic.twitter.com/7gyBRBDI2A
[1] http://pic.twitter.com/7gyBRBDI2A
[1] https://www.cnbc.com/2018/09/05/facebook-exodus-44-percent-of-americans-age-18-29-have-deleted-app.html
[1] https://techcrunch.com/2019/09/02/facebook-hidden-likes/

Top URLs in Tweet in G6:
[1] https://www.thriveability.co.uk/blog/facebook-advertising-what-is-the-facebook-pixel?utm_campaign=Izzy&utm_content=74802941&utm_medium=social&utm_source=twitter
[1] https://perfectdomain.com/
[1] https://perfectdomain.com/domain/smchat.com
[1] https://twi.li/xBqhPy
[1] https://twitter.com/SalomonOli/status/1053705165394661377/photo/1
[1] https://twitter.com/SoSocial5/status/1032597404615409664/photo/1
[1] http://www.adweek.com/?p=977175
[1] https://seashell.co.in/blog/list-of-twitter-chats-related-to-digital-marketing/
[1] https://y7eRGQbqUuPwZdv5KWZRg.now8.site
[1] https://AIRevolution.now.site

Top URLs in Tweet in G7:
[7] https://www.fcis.org/fs/resource-manager/view/fbecff3f-f558-46cd-bde5-eac0bc0517e8
[3] https://resources.finalsite.net/files/v1554818627/fcis/rwwbs4j4b1ydvg8qeklw/Academic_Technology_Teacher_Personal_Branding_4819.docx
[3] https://apple.news/AdOm33fqdTZW1GaLJf_g-yA
[1] https://twitter.com/drmcgettigan/status/1123561674915627008/photo/1
[1] https://twitter.com/drmcgettigan/status/1123571678615875589/photo/1
[1] https://www.forbes.com/sites/ashleystahl/2018/08/30/why-personal-branding-is-key-to-career-success-and-how-to-create-yours/
[1] https://www.forbes.com/sites/square/2020/12/04/5-ways-to-engage-consumers-on-social-media/?sh=18fa5516b3f4&utm_content=buffer25101&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/LeoniGroup/status/1512521668773699598/photo/1
[1] https://apple.news/ALd4HBbZ4TdyGKd95-152Ng
[1] https://www.forbes.com/sites/forbescommunicationscouncil/2018/10/19/memorable-marketing-methods-to-spread-holiday-cheer-while-improving-sales/#1fa9055ffed8

Top URLs in Tweet in G8:
[1] https://twitter.com/kkruse/status/1100527582347288576/photo/1

Top URLs in Tweet in G9:
[3] https://www.big7.com/account/2952611/LadyNightfrozen.html
[2] https://www.yoochat.net/profile/lady-nightfrozen/
[1] https://twitter.com/JNightfrozen/status/1135549091121979393/photo/1

Top URLs in Tweet in G10:
[1] https://paper.li/MarinBUZZ?edition_id=1b86ba30-359e-11e9-8c11-0cc47a0d15fd
[1] https://paper.li/MarinBUZZ?edition_id=ed02f310-fe37-11e8-97a4-0cc47a0d15fd

Top Domains
Top Domains in Tweet in Entire Graph:
[3302] paper.li
[328] twitter.com
[80] wordpress.com
[46] nodexlgraphgallery.org
[8] domain.me
[7] fcis.org
[6] clearcto.com
[6] techcrunch.com
[6] leoniconsultinggroup.com
[4] co.uk

Top Domains in Tweet in G1:
[3293] paper.li
[46] nodexlgraphgallery.org
[14] twitter.com
[2] stratbz.to
[1] mit.edu
[1] innovationexcellence.com

Top Domains in Tweet in G2:
[171] twitter.com
[47] wordpress.com
[3] niemanlab.org
[2] co.uk
[2] sproutsocial.com
[1] futuristgerd.com
[1] ted.com
[1] co-matter.com
[1] mostynmarketing.com
[1] semrush.com

Top Domains in Tweet in G3:
[81] twitter.com
[32] wordpress.com
[8] domain.me
[6] clearcto.com
[2] searchenginejournal.com
[1] sproutsocial.com
[1] expressively.me
[1] author.me
[1] about.me
[1] barrons.com

Top Domains in Tweet in G4:
[21] twitter.com
[3] youtube.com
[3] messenger-inquirer.com
[2] i3gen.uk
[2] fox21online.com
[2] insiderintelligence.com
[1] stratcomcoe.org
[1] wordpress.com
[1] smgconferences.com
[1] themilitaryleader.com

Top Domains in Tweet in G5:
[16] twitter.com
[6] techcrunch.com
[6] leoniconsultinggroup.com
[3] socialmediaexaminer.com
[2] agorapulse.com
[2] josieahlquist.com
[1] cnbc.com
[1] edweb.net
[1] upworthy.com
[1] socialmediatoday.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] co.uk
[2] perfectdomain.com
[2] paper.li
[1] twi.li
[1] adweek.com
[1] co.in
[1] now8.site
[1] now.site
[1] instagram.com

Top Domains in Tweet in G7:
[7] fcis.org
[4] apple.news
[3] finalsite.net
[3] twitter.com
[3] forbes.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[3] big7.com
[2] yoochat.net
[1] twitter.com

Top Domains in Tweet in G10:
[2] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4813] smchat
[3439] socialmedia
[3323] sm
[1484] hr
[1035] worktrends
[692] leadership
[305] success
[288] futureofwork
[249] innovation
[184] ai



Top Hashtags in Tweet in G1:
[3391] smchat
[3333] socialmedia
[3320] sm
[1484] hr
[1034] worktrends
[692] leadership
[305] success
[272] futureofwork
[249] innovation
[87] ai

Top Hashtags in Tweet in G2:
[760] smchat
[73] ai
[17] socialmedia
[15] innochat
[14] milsocialmedia
[12] thefutureofwork
[11] socialselling
[10] fakenews
[9] contentseries
[9] digiblogchat

Top Hashtags in Tweet in G3:
[403] smchat
[86] contentseries
[43] socialmedia
[38] content
[31] trends
[23] ai
[21] contentstrategy
[17] socialselling
[17] milsocialmedia
[15] marketing

Top Hashtags in Tweet in G4:
[147] smchat
[118] milsocialmedia
[13] socialmedia
[11] trends
[6] military
[6] chat
[5] content
[5] defence
[5] inclusion
[4] pov

Top Hashtags in Tweet in G5:
[38] smchat
[13] twittersmarter
[11] socialmedia
[9] socialmediamarketing
[5] socialroi
[5] advancechat
[4] smechat
[4] contenthour
[4] linkedinchat
[4] socialpowwow

Top Hashtags in Tweet in G6:
[26] smchat
[9] socialmedia
[3] facebook
[3] blogchat
[3] smmanners
[3] brandchat
[3] socialmediaexperts
[3] socialmediatips
[3] socialmediatalk
[2] socialmediamanager

Top Hashtags in Tweet in G7:
[9] smchat
[6] edtech
[5] edtechchat
[2] appledistinguishedschools
[2] appleeduchat
[2] createedu
[1] socialmedia
[1] socialmediastrategy
[1] videomarketing
[1] digitalmarketing

Top Hashtags in Tweet in G8:
[1] belikeableday
[1] gratitude

Top Hashtags in Tweet in G9:
[6] bdsmclips
[5] bdsmchat
[5] fetischchat
[5] smchat
[5] bdsm
[5] bdsmclip
[5] bdsmfetisch
[5] bdsmfilm
[5] bdsmfilme
[5] bdsmvideo

Top Hashtags in Tweet in G10:
[2] smchat
[1] diversity
[1] organicfood

Top Words
Top Words in Tweet in Entire Graph:
[4815] #smchat
[3514] creativesage
[3439] #socialmedia
[3327] #sm
[3312] daily
[3308] latest
[3293] smchat
[2645] thanks
[1484] #hr
[1035] #worktrends

Top Words in Tweet in G1:
[3500] creativesage
[3391] #smchat
[3333] #socialmedia
[3320] #sm
[3294] daily
[3293] latest
[3291] smchat
[2561] thanks
[1484] #hr
[1034] #worktrends

Top Words in Tweet in G2:
[759] #smchat
[237] sourcepov
[186] ajmunn
[139] johnwlewis
[131] autom8
[98] social
[73] #ai
[71] work
[67] see
[64] more

Top Words in Tweet in G3:
[406] #smchat
[130] sourcepov
[86] #contentseries
[85] gt
[80] domain
[77] today
[53] natasad
[53] name
[43] join
[43] #socialmedia

Top Words in Tweet in G4:
[147] #smchat
[118] #milsocialmedia
[80] paulellisuk
[62] i3_gen
[49] johnhayward79
[48] timolloyd
[39] ric_cole
[29] milguy23
[28] ubique_will
[27] sourcepov

Top Words in Tweet in G5:
[38] #smchat
[15] elanaleoni
[13] #twittersmarter
[12] social
[11] #socialmedia
[9] #socialmediamarketing
[9] media
[9] more
[7] live
[7] smexaminer

Top Words in Tweet in G6:
[26] #smchat
[9] social
[9] #socialmedia
[9] gt
[8] media
[4] one
[4] twitter
[4] live
[3] #blogchat
[3] #socialmediatalk

Top Words in Tweet in G7:
[14] personal
[13] branding
[12] nbpseagles
[11] drmcgettigan
[10] teacher
[10] incredible
[10] communication
[10] opportunity
[10] digital
[9] #smchat

Top Words in Tweet in G9:
[6] #bdsmclips
[5] #bdsmvideos
[5] #bdsmfilme
[5] #smchat
[5] #bdsmchat
[5] #smbilder
[5] #fetischchat
[5] #bdsm
[5] #bdsmvideo
[5] #bdsmfilm

Top Words in Tweet in G10:
[2] marinbuzz
[2] #smchat
[2] daily
[2] thanks
[2] latest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3300] #smchat,#sm
[3299] #sm,#socialmedia
[3292] daily,#smchat
[3292] smchat,daily
[3292] creativesage,smchat
[3292] latest,creativesage
[2559] #socialmedia,thanks
[791] #hr,#worktrends
[261] #hr,#leadership
[237] thanks,meghanmbiro

Top Word Pairs in Tweet in G1:
[3298] #smchat,#sm
[3297] #sm,#socialmedia
[3292] latest,creativesage
[3291] daily,#smchat
[3291] smchat,daily
[3291] creativesage,smchat
[2559] #socialmedia,thanks
[791] #hr,#worktrends
[261] #hr,#leadership
[237] thanks,meghanmbiro

Top Word Pairs in Tweet in G2:
[39] social,media
[24] future,work
[24] autom8,ajmunn
[21] looking,forward
[20] sourcepov,autom8
[19] martinlieberman,sourcepov
[19] johnwlewis,ajmunn
[17] #smchat,sourcepov
[15] johnwlewis,sourcepov
[15] #smchat,#ai

Top Word Pairs in Tweet in G3:
[76] #smchat,#contentseries
[41] gt,gt
[21] domain,name
[15] today,#smchat
[14] #smchat,today
[14] natasad,sourcepov
[13] choosing,next
[13] #smchat,#trends
[13] sourcepov,a1
[12] special,guest

Top Word Pairs in Tweet in G4:
[73] #milsocialmedia,#smchat
[23] social,media
[22] johnhayward79,ubique_will
[21] paulellisuk,johnhayward79
[20] #smchat,#milsocialmedia
[19] i3_gen,ukgovcomms
[19] alexschillemore,i3_gen
[18] paulellisuk,timolloyd
[14] ubique_will,paulellisuk
[14] johnhayward79,ric_cole

Top Word Pairs in Tweet in G5:
[9] social,media
[5] #socialmediamarketing,#smchat
[5] #twittersmarter,#smchat
[4] #linkedinchat,#smchat
[4] #smchat,#socialpowwow
[4] #smchat,#twittersmarter
[4] join,really
[4] known,elanaleoni
[4] early,edutopia
[4] #contenthour,#socialroi

Top Word Pairs in Tweet in G6:
[8] social,media
[3] #smmanners,#smchat
[3] #socialmediaexperts,#socialmediatips
[3] stories,gt
[3] #brandchat,#socialmediaexperts
[3] #socialmediatips,#socialmediatalk
[3] #smchat,#brandchat
[3] #socialmedia,#smchat
[3] #blogchat,#smmanners
[2] best,product

Top Word Pairs in Tweet in G7:
[13] personal,branding
[10] communication,teacher
[10] digital,communication
[10] branding,digital
[10] teacher,nbpseagles
[10] opportunity,personal
[10] incredible,opportunity
[8] drmcgettigan,incredible
[6] #edtech,#smchat
[6] nbpseagles,#appledi

Top Word Pairs in Tweet in G9:
[5] #bdsmfilm,#bdsmfilme
[5] #bdsmclip,#bdsmclips
[5] #bdsmvideos,#smbilder
[5] #bdsmclips,#bdsmfetisch
[5] #bdsmfilme,#bdsmvideo
[5] #bdsm,#bdsmclip
[5] #bdsmvideo,#bdsmvideos
[5] #bdsmfetisch,#bdsmfilm
[3] kleiner,#bdsm
[3] #bdsmchat,#fetischchat

Top Word Pairs in Tweet in G10:
[2] daily,thanks
[2] latest,marinbuzz
[2] marinbuzz,daily

Top Replied-To
Top Replied-To in Entire Graph:
@sourcepov
@johnwlewis
@autom8
@ajmunn
@amywhiggins
@dreavilleneuve
@martinlieberman
@jgombita
@milguy23
@paulellisuk

Top Replied-To in G1:
@sourcepov

Top Replied-To in G2:
@sourcepov
@johnwlewis
@autom8
@ajmunn
@amywhiggins
@dreavilleneuve
@martinlieberman
@jgombita
@sunilmalhotra
@jeremydbond

Top Replied-To in G3:
@sourcepov
@johnwlewis
@amywhiggins
@autom8
@ajmunn
@natasad
@sharonmostyn
@paulellisuk
@anjoni_
@sunilmalhotra

Top Replied-To in G4:
@i3_gen
@milguy23
@johnwlewis
@so2_optimism
@sourcepov
@ric_cole
@mattlewisfab
@timolloyd
@thereadingscoop

Top Replied-To in G5:
@smexaminer
@sourcepov
@melaculbertson
@b2the7

Top Mentioned
Top Mentioned in Entire Graph:
@creativesage
@meghanmbiro
@innovate
@phylliskhare
@digitalsista
@johncloonan
@alexschleber
@cacildanc
@sourcepov
@elanaleoni

Top Mentioned in G1:
@creativesage
@meghanmbiro
@innovate
@phylliskhare
@digitalsista
@johncloonan
@alexschleber
@cacildanc
@elanaleoni
@robynmcintyre

Top Mentioned in G2:
@sourcepov
@ajmunn
@autom8
@johnwlewis
@amywhiggins
@sharonmostyn
@paulellisuk
@dreavilleneuve
@sojern

Top Mentioned in G3:
@sourcepov
@natasad
@amywhiggins
@johnwlewis
@ajmunn
@autom8
@marksalke
@paulellisuk
@domainme
@elanaleoni

Top Mentioned in G4:
@paulellisuk
@i3_gen
@timolloyd
@ric_cole
@sourcepov
@ukgovcomms
@alexschillemore
@milguy23

Top Mentioned in G5:
@elanaleoni
@madalynsklar
@smexaminer
@edutopia
@hootsuite
@drescigno
@josieahlquist
@thejennyli
@josieatpodcast
@techcrunch

Top Mentioned in G6:
@creativesage

Top Mentioned in G7:
@nbpseagles
@drmcgettigan
@forbes
@naegc
@tanyaavrith
@naeducation
@squarespace

Top Mentioned in G8:
@pattishank
@johnwlewis
@socialmediasean
@nancyrubin
@bizlearningdude
@creativesage
@joellegirton
@lilianmahoukou
@jenshukla
@guzmand

Top Mentioned in G9:
@jnightfrozen
@yoochatnet
@big7com

Top Mentioned in G10:
@ars_animalreiki
@sanrafaelpatch
@cmarinan
@bluedudesports
@parsec_systems
@keysofpeace

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@jimmyroybloom
@perfectdomain1
@catawu
@opensource_orgs
@calcaware
@billnigh
@nytimes
@nancyrubin
@trippbraden

Top Tweeters in G1:
@catawu
@opensource_orgs
@billnigh
@trippbraden
@divakarssathya
@feralartist
@meghanmbiro
@rebeccabardess
@fortivus
@jeremyhl

Top Tweeters in G2:
@calcaware
@cleandropmobile
@jayeshmthakur
@semrush
@google
@jgombita
@venturebeat
@ladysadie66
@eggwhisk
@kbavandi

Top Tweeters in G3:
@jimmyroybloom
@youbrandinc
@debraruh
@madversity
@animal
@meredithgould
@drmsqureshi
@pammoran
@thecomichunter
@jfkwhitlam

Top Tweeters in G4:
@nytimes
@marshacollier
@ft
@nealschaffer
@metoffice
@adage
@adweek
@thinkdefence
@espn
@ric_cole

Top Tweeters in G5:
@delta
@jennykim
@madalynsklar
@techcrunch
@socialmedia2day
@mattnavarra
@ammarketing_nl
@mynaedu
@anasebrahem
@agorapulse

Top Tweeters in G6:
@perfectdomain1
@salomonoli
@larrytron
@heazysa
@driversignon
@thrivehq
@shellimartineau
@ganeshjacharya
@sassontherx
@thomchesney

Top Tweeters in G7:
@forbes
@mgcjusa
@jenwilliamsedu
@theipodteacher
@s_bearden
@drmcgettigan
@tanyaavrith
@squarespace
@ajpodchaski
@steamatnbps

Top Tweeters in G8:
@nancyrubin
@guzmand
@kkruse
@pattishank
@lilianmahoukou
@bizlearningdude
@joellegirton
@jenshukla
@socialmediasean

Top Tweeters in G9:
@jnightfrozen
@dominadir
@mistressclips
@klaubaer
@fusslecker
@big7com
@yoochatnet

Top Tweeters in G10:
@marinbuzz
@bluedudesports
@sanrafaelpatch
@ars_animalreiki
@parsec_systems
@keysofpeace
@cmarinan