#CMWorld, Twitter, 11/8/2019 5:47:50 AM, 215703


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#CMWorld_2019-11-07_21-17-28.xlsx
#CMWorld_2019-11-07_21-17-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
#CMWorld via NodeXL http://bit.ly/36HRFsk
@cmicontent
@joepulizzi
@moninaw
@b2the7
@millanda
@cmcphillips
@marketingprofs
@dshiao
@heidicohen
@prisus

Top hashtags:
#cmworld
#contentmarketing
#marketing
#seo
#smm
#blog
#blogger
#crowdfunding
#win
#rt

Description:
Description
The graph represents a network of 1,140 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 05:18 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 35-day, 6-hour, 32-minute period from Tuesday, 01 October 2019 at 16:44 UTC to Tuesday, 05 November 2019 at 23:16 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 1140
Unique Edges : 2439
Edges With Duplicates : 5654
Total Edges : 8093
Number of Edge Types : 3
Mentions : 4840
Replies to : 2017
Tweet : 1236
Self-Loops : 1236
Reciprocated Vertex Pair Ratio : 0.155931010207673
Reciprocated Edge Ratio : 0.26979293544458
Connected Components : 86
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 7609
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.995417
Graph Density : 0.0025291499160544
Modularity : 0.223307
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,140 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 05:18 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 35-day, 6-hour, 32-minute period from Tuesday, 01 October 2019 at 16:44 UTC to Tuesday, 05 November 2019 at 23:16 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #CMWorld
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[34] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/
[14] https://www.tracto.com.br/estudos/content-marketing-world-2019-insights-do-principal-evento-de-conteudo-do-mundo/?utm=ebook_cmw2019_twitter
[14] https://www.cmswire.com/content-marketing/content-marketing-world-recap-content-marketers-share-takeaways/
[13] https://www.toprankblog.com/2019/09/50-content-marketing-influencers-2019/
[12] https://event.on24.com/wcc/r/2096972/BA2BEBF41ABCCF0CA64D9BC64DD0DD8B?partnerref=TW
[11] http://serpstat.com/blog/how-to-create-and-host-a-twitter-chat-a-step-by-step-guide-asking-experts/?utm_source=twitter&utm_medium=en-social&utm_campaign=how-to-create-and-host-a-twitter-chat-a-step-by-step-guide-asking-experts
[11] https://www.joepulizzi.com/news/21-questions-to-save-marketing-from-bad-execution/
[8] https://docs.google.com/forms/d/e/1FAIpQLSfBu02sBgF0Ic72g-Tizg7YSrNlA86gIWMEw663XZrVuz2Z2g/viewform?usp=sf_link
[7] https://leadtail.com/b2b-content-marketing-strategy/content-marketing-world-takeaways/?utm_source=twitter&utm_medium=social
[6] https://www.joepulizzi.com/podcast/219-will-new-regulations-help-or-hurt-your-content-creation/

Top URLs in Tweet in G1:
[14] https://www.tracto.com.br/estudos/content-marketing-world-2019-insights-do-principal-evento-de-conteudo-do-mundo/?utm=ebook_cmw2019_twitter
[6] https://event.on24.com/wcc/r/2096972/BA2BEBF41ABCCF0CA64D9BC64DD0DD8B?partnerref=TW
[5] http://www.contentmarketingworld.com/cmworld-twitter-chats/?utm_source=cmi.media&utm_medium=urlshortener
[5] https://www.instagram.com/p/B2LB-gWB2SR/?igshid=1ixg9ufaza9sb
[4] https://docs.google.com/forms/d/e/1FAIpQLSfBu02sBgF0Ic72g-Tizg7YSrNlA86gIWMEw663XZrVuz2Z2g/viewform?usp=sf_link
[4] https://event.on24.com/wcc/r/1884390/1A11BEC40FA38F55C4A9BBC360511880/662212?partnerref=TW
[4] https://facebook.com/events/2444603942476175/
[3] https://event.on24.com/wcc/r/2101109/206C2188D361B9B4141FE5C08A1F1FB5?partnerref=TW
[3] https://event.on24.com/wcc/r/2117910/E3755693F8F68CE77A4729EF8F87901C?partnerref=TW
[2] https://contentmarketinginstitute.com/2019/06/worst-content-marketing-advice

Top URLs in Tweet in G2:
[4] https://twitter.com/CMIContent/status/1191770149327691776
[4] https://leadtail.com/b2b-content-marketing-strategy/content-marketing-world-takeaways/
[4] https://www.jeremybednarski.com/2019/09/content-marketing-world-2019-recap.html
[4] https://twitter.com/CMIContent/status/1184151699302125568
[4] https://twitter.com/CMIContent/status/1186681619748474880
[4] https://twitter.com/CMIContent/status/1186683129580228609
[4] https://www.enchantingmarketing.com/power-words/
[3] https://twitter.com/CMIContent/status/1191768639256637445
[3] https://twitter.com/CMIContent/status/1191771659277082625
[3] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/

Top URLs in Tweet in G3:
[5] https://event.on24.com/wcc/r/2096972/BA2BEBF41ABCCF0CA64D9BC64DD0DD8B?partnerref=TW
[3] https://twitter.com/CMIContent/status/1179063422014541825/photo/1
[3] https://www.forbes.com/sites/zakdoffman/2019/10/08/twitter-very-sorry-but-admits-2fa-data-was-abused-to-target-ads/
[3] http://twitter.com/18240655/statuses/1184137858652626945
[2] https://www.linkedin.com/posts/emiliemoreland_16-content-marketing-quotes-stats-to-inspire-activity-6587782037099331585-WVVX
[2] https://www.uprinting.com/blog/16-content-marketing-quotes-stats-to-inspire-and-evolve-your-strategy/?utm_source=twitter&utm_medium=social&utm_campaign=up100319&utm_content=wbe
[2] https://twitter.com/CMIContent/status/1185631779295764480
[2] https://twitter.com/noriaky/status/1179909793961533440
[2] https://twitter.com/ActiveCampaign/status/1180169480103776258
[2] https://event.on24.com/wcc/r/2101109/206C2188D361B9B4141FE5C08A1F1FB5?partnerref=TW

Top URLs in Tweet in G4:
[14] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/
[10] http://serpstat.com/blog/how-to-create-and-host-a-twitter-chat-a-step-by-step-guide-asking-experts/?utm_source=twitter&utm_medium=en-social&utm_campaign=how-to-create-and-host-a-twitter-chat-a-step-by-step-guide-asking-experts
[10] https://www.joepulizzi.com/news/21-questions-to-save-marketing-from-bad-execution/
[8] https://www.toprankblog.com/2019/09/50-content-marketing-influencers-2019/
[8] https://www.cmswire.com/content-marketing/content-marketing-world-recap-content-marketers-share-takeaways/
[5] https://www.joepulizzi.com/podcast/219-will-new-regulations-help-or-hurt-your-content-creation/
[3] https://contentmarketinginstitute.com/2019/04/big-mistakes-content-marketing/
[3] https://www.joepulizzi.com/the-will-to-die/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213824
[3] https://lp.contentmarketinglab.jp/cma/event/191009-cmd2019-pre

Top URLs in Tweet in G5:
[6] https://twinybots.ch/
[5] https://www.toprankblog.com/2019/09/50-content-marketing-influencers-2019/
[5] https://contentmarketinginstitute.com/2019/10/build-content-platform/
[5] https://www.cmswire.com/content-marketing/content-marketing-world-recap-content-marketers-share-takeaways/
[3] http://feedproxy.google.com/~r/OnlineMarketingSEOBlog/~3/E_MtcR2hThI/?utm_campaign=Bulkly&utm_source=twitter.com&utm_medium=social&utm_content=Bulkly338
[2] http://www.sparkcade.com/podcast-checklist?utm_campaign=coschedule&utm_source=twitter&utm_medium=sparkcade&utm_content=Podcast
[2] Checklist
[2] -
[2] Sparkcade
[2] Marketing

Top URLs in Tweet in G6:
[4] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/
[2] https://brianfanzo.com/
[2] https://contentmarketinginstitute.com/2019/10/content-innovation/
[1] https://www.contentmarketingworld.com/you-really-like-cmworld/
[1] https://twitter.com/i/web/status/1169252189514149888
[1] https://twitter.com/i/web/status/1184141791496495104
[1] https://twitter.com/i/web/status/1190315333342683137
[1] https://twitter.com/i/web/status/1188922137408659464
[1] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/?utm_content=103746965&utm_medium=social&utm_source=twitter&hss_channel=tw-110432833
[1] https://contentmarketinginstitute.com/2019/09/create-distribution-plan/

Top URLs in Tweet in G7:
[11] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/
[5] https://contentmarketinginstitute.com/2019/10/guide-guest-blogging/
[2] https://contentmarketinginstitute.com/2019/10/marketing-tips-aha/?utm_source=social&utm_medium=organic&utm_term=&utm_content=sharedpost&utm_campaign=content
[2] https://contentmarketinginstitute.com/2019/07/define-homerun-content/
[1] https://leadtail.com/b2b-content-marketing-strategy/content-marketing-world-takeaways/
[1] https://twitter.com/i/web/status/1185002364534525953
[1] https://twitter.com/i/web/status/1185095661940887552
[1] https://twitter.com/i/web/status/1189167390463971328
[1] https://contentmarketinginstitute.com/2019/10/guide-guest-blogging/?utm_content=104180134&utm_medium=social&utm_source=twitter&hss_channel=tw-413394460
[1] https://twitter.com/i/web/status/1187889324873977861

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1188841622982803456
[1] https://twitter.com/i/web/status/1184698004512657408
[1] https://twitter.com/i/web/status/1186667313589870592
[1] https://twitter.com/i/web/status/1183987751085060096
[1] https://contentmarketinginstitute.com/cco-digital/october-2019/trust-not-transactions/
[1] https://twitter.com/i/web/status/1184231516756271104
[1] https://twitter.com/i/web/status/1184264117017890817
[1] https://twitter.com/i/web/status/1185217752178548742
[1] https://twitter.com/i/web/status/1186125479914475520
[1] https://contentmarketinginstitute.com/cco-digital/october-2019/

Top URLs in Tweet in G9:
[6] https://vengreso.com/blog/marketer-plea-content-for-sales?utm_campaign=SBE
[6] Podcast&utm_source=Social
[6] Media
[5] http://snip.ly/l65jbd/
[4] https://twitter.com/CMIContent/status/1191400356829376512
[4] http://snip.ly/x0tmfr
[3] https://twitter.com/BuddyScalera/status/1184815957371445250
[3] https://twitter.com/AndreaFryrear/status/1183529115292442624
[2] http://snip.ly/lvdxvy/
[2] https://twitter.com/SpinSucks/status/1185294486496272384

Top URLs in Tweet in G10:
[4] https://www.vulture.com/2019/09/podcasting-history-three-eras.html
[1] https://insights.newscred.com/how-and-why-content-teams-can-drive-organizational-transformation/?utm_source=twitter&utm_medium=social&utm_campaign=insights&utm_content=oc
[1] https://twitter.com/i/web/status/1183819772628217857
[1] https://twitter.com/i/web/status/1187081271031275527

Top Domains
Top Domains in Tweet in Entire Graph:
[1382] twitter.com
[126] contentmarketinginstitute.com
[81] rplg.co
[26] on24.com
[25] joepulizzi.com
[22] contentmarketingworld.com
[22] paper.li
[21] toprankblog.com
[17] google.com
[16] cmswire.com

Top Domains in Tweet in G1:
[159] twitter.com
[17] on24.com
[15] com.br
[14] contentmarketinginstitute.com
[10] contentmarketingworld.com
[5] instagram.com
[4] google.com
[4] facebook.com
[3] cmi.media
[3] youtu.be

Top Domains in Tweet in G2:
[586] twitter.com
[28] contentmarketinginstitute.com
[7] contentmarketingworld.com
[5] leadtail.com
[5] google.com
[4] jeremybednarski.com
[4] enchantingmarketing.com
[4] chiefmartec.com
[4] paper.li
[3] withgoogle.com

Top Domains in Tweet in G3:
[273] twitter.com
[8] on24.com
[3] contentmarketingworld.com
[3] forbes.com
[2] linkedin.com
[2] uprinting.com
[2] contentmarketinginstitute.com
[2] activecampaign.com
[2] wakelet.com
[2] about.me

Top Domains in Tweet in G4:
[95] twitter.com
[30] contentmarketinginstitute.com
[22] joepulizzi.com
[10] serpstat.com
[8] toprankblog.com
[8] cmswire.com
[8] nodexlgraphgallery.org
[3] contentmarketinglab.jp
[2] vulture.com
[1] chicagotribune.com

Top Domains in Tweet in G5:
[28] twitter.com
[12] toprankblog.com
[11] paper.li
[7] cmswire.com
[7] contentmarketinginstitute.com
[7] iconohash.com
[6] twinybots.ch
[6] google.com
[2] sparkcade.com
[1] serpstat.com

Top Domains in Tweet in G6:
[9] twitter.com
[9] contentmarketinginstitute.com
[2] brianfanzo.com
[1] contentmarketingworld.com
[1] linkedin.com

Top Domains in Tweet in G7:
[23] contentmarketinginstitute.com
[6] twitter.com
[1] leadtail.com

Top Domains in Tweet in G8:
[12] twitter.com
[2] contentmarketinginstitute.com
[1] higherlogic.com

Top Domains in Tweet in G9:
[32] twitter.com
[14] snip.ly
[6] vengreso.com

Top Domains in Tweet in G10:
[4] vulture.com
[2] twitter.com
[1] newscred.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3457] cmworld
[460] contentmarketing
[261] marketing
[231] seo
[227] smm
[221] blog
[220] blogger
[216] crowdfunding
[143] win
[82] rt



Top Hashtags in Tweet in G1:
[662] cmworld
[36] webinar
[32] contentmarketing
[12] content
[11] abm
[6] b2b
[6] ppc
[5] cmw19
[4] marketing
[4] graciasjefe

Top Hashtags in Tweet in G2:
[1449] cmworld
[74] contentmarketing
[18] content
[10] marketing
[10] b2b
[9] contentchat
[8] g2fireside
[7] starwars
[7] martech
[7] mpb2b

Top Hashtags in Tweet in G3:
[638] cmworld
[82] rt
[12] webinar
[12] contentmarketing
[6] twittersmarter
[5] icebreaker
[5] contentchat
[5] abm
[4] nationaldessertday
[4] tweetchat

Top Hashtags in Tweet in G4:
[253] cmworld
[43] contentmarketing
[13] thisoldmarketing
[11] contentclubuk
[10] thewilltodie
[9] socialmedia
[6] marketing
[6] cmworldcommunity
[6] toprankmarketing
[4] advertising

Top Hashtags in Tweet in G5:
[78] cmworld
[24] contentmarketing
[8] marketing
[6] cmworldcommunity
[4] content
[4] podcast
[3] 1yearwithmono
[2] pulizzi
[2] godmorningwednesday
[2] toprankmarketing

Top Hashtags in Tweet in G6:
[25] cmworld
[9] contentmarketing
[1] content
[1] contentstrategy

Top Hashtags in Tweet in G7:
[37] cmworld
[4] guestbloggers
[4] guestblogging
[1] smbmsp
[1] contentstrategy
[1] digitalmarketing
[1] contentmarketing
[1] cbjdesigns
[1] content

Top Hashtags in Tweet in G8:
[6] cmworld
[1] contentmarketing
[1] content
[1] abm
[1] g2fireside
[1] influencermarketing
[1] cmworld2019
[1] keynotespeaker
[1] hlsf19

Top Hashtags in Tweet in G9:
[39] cmworld
[26] contentmarketing
[14] cmo
[14] sales
[13] content
[9] marketing
[6] contentforsales
[6] mmeshow
[5] socialselling
[4] digitalmarketing

Top Hashtags in Tweet in G10:
[10] cmworld
[2] contentstrategy

Top Words
Top Words in Tweet in Entire Graph:
[3792] Words in Sentiment List#1: Positive
[989] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[91412] Non-categorized Words
[96195] Total Words
[3451] #cmworld
[1970] cmicontent
[1052] content
[591] marketing
[460] #contentmarketing

Top Words in Tweet in G1:
[662] #cmworld
[299] cmicontent
[197] content
[109] marketing
[102] chat
[67] t
[65] out
[60] s
[55] next
[51] know

Top Words in Tweet in G2:
[1447] #cmworld
[956] cmicontent
[400] content
[194] marketing
[149] s
[143] chat
[137] more
[123] cmcphillips
[121] design
[112] one

Top Words in Tweet in G3:
[635] #cmworld
[549] cmicontent
[207] content
[85] marketing
[82] #rt
[80] chat
[74] more
[62] out
[61] benyaminelias
[58] b2the7

Top Words in Tweet in G4:
[251] #cmworld
[109] content
[97] cmicontent
[95] joepulizzi
[80] marketing
[43] #contentmarketing
[42] millanda
[30] great
[29] here
[25] t

Top Words in Tweet in G5:
[78] #cmworld
[35] marketing
[32] content
[24] #contentmarketing
[15] र
[12] 2019
[10] स
[10] ज
[9] daily
[8] #marketing

Top Words in Tweet in G6:
[25] #cmworld
[12] s
[10] joderama
[9] isocialfanz
[9] #contentmarketing
[7] cmicontent
[7] more
[7] marketingprofs
[6] data
[6] great

Top Words in Tweet in G7:
[37] #cmworld
[21] t
[12] doesn
[10] time
[9] millanda
[9] traffic
[9] anngynn
[8] keyword
[8] door
[7] dan_shure

Top Words in Tweet in G8:
[8] out
[7] cco
[7] content
[7] drewdavishere
[6] issue
[6] klundt3
[6] #cmworld
[4] final
[4] editor
[4] now

Top Words in Tweet in G9:
[42] bernieborges
[39] #cmworld
[26] #contentmarketing
[16] mmenginepodcast
[15] out
[14] govengreso
[14] #cmo
[14] #sales
[13] #content
[12] podcast

Top Words in Tweet in G10:
[10] #cmworld
[7] content
[6] newscred
[6] year's
[5] according
[4] marketers
[4] marketing
[4] heroes
[4] check
[4] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[310] content,marketing
[219] #seo,#smm
[219] #blog,#blogger
[218] #smm,#marketing
[218] #marketing,#blog
[218] #blogger,#contentmarketing
[214] #contentmarketing,#crowdfunding
[205] sent,dm
[194] dm,#seo
[143] #crowdfunding,#win

Top Word Pairs in Tweet in G1:
[77] content,marketing
[43] #cmworld,chat
[29] #cmworld,#webinar
[27] check,out
[24] demand,generation
[24] branded,content
[23] generation,summit
[23] rbcarter,cmicontent
[21] next,week
[16] cmicontent,#cmworld

Top Word Pairs in Tweet in G2:
[100] content,marketing
[53] cmicontent,#cmworld
[53] #cmworld,chat
[48] rbcarter,cmicontent
[47] cmicontent,a3
[45] cmicontent,a2
[37] cmicontent,a7
[36] cmicontent,dshiao
[33] cmicontent,a4
[32] cmicontent,a5

Top Word Pairs in Tweet in G3:
[82] #rt,cmicontent
[56] content,marketing
[28] #cmworld,chat
[25] cmicontent,a1
[24] cmicontent,a3
[24] branded,content
[21] cmicontent,a2
[20] cmicontent,a7
[20] cmicontent,a6
[19] cmicontent,a4

Top Word Pairs in Tweet in G4:
[44] content,marketing
[17] branded,content
[15] millanda,#cmworld
[14] #cmworld,#contentmarketing
[13] jot,down
[13] down,one
[13] one,key
[13] key,takeaway
[13] takeaway,presentation
[12] presentation,see

Top Word Pairs in Tweet in G5:
[17] content,marketing
[9] #contentmarketing,#cmworld
[7] daily,conversation
[7] conversation,report
[7] report,ready
[7] ready,#cmworld
[7] #cmworld,oct
[6] #cmworld,2019
[6] #cmworld,#cmworldcommunity
[5] 5,techniques

Top Word Pairs in Tweet in G6:
[10] joderama,#cmworld
[6] s,great
[6] great,way
[6] way,likable
[6] likable,relatable
[6] relatable,marketingprofs
[6] marketingprofs,millanda
[5] presenting,innovative
[5] innovative,ideas
[5] ideas,#contentmarketing

Top Word Pairs in Tweet in G7:
[12] doesn,t
[9] millanda,#cmworld
[8] anngynn,#cmworld
[7] don,t
[7] scottspjut,#cmworld
[6] keyword,volume
[6] volume,doesn
[6] t,tell
[6] tell,enough
[6] enough,figure

Top Word Pairs in Tweet in G8:
[4] final,issue
[4] issue,editor
[4] editor,cco
[4] cco,out
[4] out,now
[4] now,contributions
[4] contributions,robert_rose
[4] melissa_egg,klundt3
[4] delivering,content
[4] content,out

Top Word Pairs in Tweet in G9:
[12] mmenginepodcast,podcast
[11] find,out
[11] #content,#sales
[10] ep,mmenginepodcast
[8] bernieborges,#cmo
[8] podcast,host
[8] bernieborges,shares
[8] shares,#content
[8] #sales,powerful
[8] powerful,way

Top Word Pairs in Tweet in G10:
[6] year's,#cmworld
[5] newscred,content
[4] content,marketers
[4] marketers,marketing
[4] marketing,heroes
[4] heroes,check
[4] check,out
[4] out,ceo's
[4] ceo's,session
[4] session,year's

Top Replied-To
Top Replied-To in Entire Graph:
@cmicontent
@cmcphillips
@moninaw
@ldrbrnd
@b2the7
@mikemyers614
@todcordill
@prisus
@johncloonan
@jkkalinowski

Top Replied-To in G1:
@cmicontent
@benyaminelias
@johncloonan
@jeremybednarski
@b2the7
@expwriters
@mikemyers614
@ldrbrnd
@prisus
@heidicohen

Top Replied-To in G2:
@cmicontent
@cmcphillips
@moninaw
@mikemyers614
@todcordill
@rbcarter
@jkkalinowski
@ldrbrnd
@johncloonan
@b2the7

Top Replied-To in G3:
@cmicontent
@ldrbrnd
@b2the7
@prisus
@cmcphillips
@moninaw
@todcordill
@sferika
@johncloonan
@benyaminelias

Top Replied-To in G4:
@cmicontent
@prisus
@dshiao
@heidicohen
@actprhannah
@shannahhayley
@kathrynclang
@ldrbrnd
@suebrady
@rkwendte

Top Replied-To in G6:
@markboothe

Top Replied-To in G7:
@danafiddler
@cmicontent
@mrcodella

Top Replied-To in G8:
@jasonmillerca

Top Mentioned
Top Mentioned in Entire Graph:
@cmicontent
@millanda
@jkkalinowski
@dshiao
@joepulizzi
@rbcarter
@cmcphillips
@benyaminelias
@moninaw
@b2the7

Top Mentioned in G1:
@cmicontent
@rbcarter
@jkkalinowski
@millanda
@drift
@benyaminelias
@juntaedelane
@ardath421
@kadams24
@4markb

Top Mentioned in G2:
@cmicontent
@jkkalinowski
@cmcphillips
@dshiao
@rbcarter
@moninaw
@millanda
@ldrbrnd
@robert_rose
@todcordill

Top Mentioned in G3:
@cmicontent
@benyaminelias
@b2the7
@puravidabrac
@activecampaign
@prisus
@millanda
@dshiao
@moninaw
@jkkalinowski

Top Mentioned in G4:
@joepulizzi
@cmicontent
@millanda
@leeodden
@serpstat
@dshiao
@toprank
@heidicohen
@ldrbrnd
@prisus

Top Mentioned in G5:
@contactpersona1
@mohanda19936807
@petejwinter

Top Mentioned in G6:
@joderama
@isocialfanz
@cmicontent
@marketingprofs
@millanda
@iangertler
@leeodden
@prsarahevans
@dbreakenridge
@briansolis

Top Mentioned in G7:
@millanda
@anngynn
@dan_shure
@scottspjut
@cmicontent
@dshiao
@tamadear
@brandpointco
@madonnasheehy
@hubbardinteract

Top Mentioned in G8:
@drewdavishere
@klundt3
@robert_rose
@melissa_egg
@kimota
@nytimes
@superdeluxemo
@sferika
@dshiao
@clare_mcd

Top Mentioned in G9:
@bernieborges
@govengreso
@mmenginepodcast
@linkedinexpert
@cmicontent
@m_3jr
@toprank
@cmcphillips
@editorstahl
@carmenhill

Top Mentioned in G10:
@newscred
@mpbalzano
@shafqatislam
@cmicontent

Top Tweeters
Top Tweeters in Entire Graph:
@tacobell
@santchiweb
@business
@iam__network
@calcaware
@lelkan
@quibellp
@myloc_tracker
@nytimes
@washingtonpost

Top Tweeters in G1:
@tacobell
@onlinemarketeer
@ijasonwu
@aldo_zaffalon
@juliebhunt
@anuj_dvn
@tee_danja
@gadiooumoul
@web_pixelportal
@diversity54

Top Tweeters in G2:
@santchiweb
@lelkan
@ghettoplaya8
@starbucks
@lttlewys
@ginidietrich
@ryanleecox
@ctrappe
@ldrbrnd
@martinlieberman

Top Tweeters in G3:
@joanarssousa
@timothy_hughes
@jennykim
@careerbarn
@madalynsklar
@jchrispires
@digitaldecoded1
@dove
@smediasamurai
@semrush

Top Tweeters in G4:
@washingtonpost
@mjoehlerich
@giuliog
@carlarjenkins
@ambercadabra
@vainparadise
@iagdotme
@joblify_app
@jaybaer
@jeroenmirck

Top Tweeters in G5:
@iam__network
@quibellp
@jae2won
@amruthasuri
@iconohash
@romegeorgiaman3
@tagdef
@socialmetexas
@paige_m_gregory
@fortivus

Top Tweeters in G6:
@myloc_tracker
@isocialfanz
@jeffsheehan
@missdestructo
@rebekahradice
@taylrn
@iangertler
@sproutsocial
@kfreberg
@kerrygorgone

Top Tweeters in G7:
@jspeedymorris22
@tamadear
@dan_shure
@w_ildling
@jacksonmktginc
@mrcodella
@clarabelamedia
@smbmsp
@zamaokuhle_n
@pere_pau

Top Tweeters in G8:
@nytimes
@wsj
@forbes
@nbc
@jayacunzo
@bbc
@kimota
@jasonmillerca
@drewdavishere
@mdrunning

Top Tweeters in G9:
@linkedinexpert
@marketingbook
@olilince
@m_3jr
@mrchrisarnell
@govengreso
@barbaragiamanco
@bernieborges
@larj2020
@m3jrgrowth

Top Tweeters in G10:
@newscred
@shafqatislam
@bulford
@webczaika
@danyeltravels
@zahramedia
@kalmansonkorner
@sgersh
@themann00
@mpbalzano