#CMWorld, Twitter, 4/23/2019 5:45:30 PM, 194643


FAQ | Problem?

#CMWorld_2019-04-23_10-29-00.xlsx
#CMWorld_2019-04-23_10-29-00.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 23, 2019
Short Description:
#CMWorld via NodeXL http://bit.ly/2KX4et2
@cmicontent
@todcordill
@genepetrovlmc
@m_3jr
@brandlovellc
@dshiao
@mikemyers614
@govengreso
@heidicohen
@prisus

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

Description:
Description
The graph represents a network of 307 Twitter users whose recent tweets contained "#CMWorld", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 23 April 2019 at 17:37 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 43-minute period from Sunday, 14 April 2019 at 12:30 UTC to Tuesday, 23 April 2019 at 17:14 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 : 307
Unique Edges : 563
Edges With Duplicates : 1602
Total Edges : 2165
Self-Loops : 365
Reciprocated Vertex Pair Ratio : 0.257716049382716
Reciprocated Edge Ratio : 0.409815950920245
Connected Components : 29
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 1966
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.705084
Graph Density : 0.0086755657746269
Modularity : 0.21215
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://contentmarketinginstitute.com/2019/04/big-mistakes-content-marketing/
[7] http://snip.ly/x0tmfr
[6] https://twitter.com/CMIContent/status/1120720988432404480
[6] https://twitter.com/CMIContent/status/1120722498545496064
[6] http://www.contentmarketingworld.com/cmworld-twitter-chats/?utm_source=social&utm_medium=social
[6] https://www.nimble.com/blog/content-marketing-world-conference-guide/
[5] https://twitter.com/CMIContent/status/1120724008771686405
[5] https://contentmarketinginstitute.com/2019/04/marketers-stop-social-media/
[4] https://twitter.com/CMIContent/status/1118193333241774080
[4] https://twitter.com/CMIContent/status/1117820141360824327

Top URLs in Tweet in G1:
[4] http://www.contentmarketingworld.com/cmworld-twitter-chats/?utm_source=social&utm_medium=social
[3] https://event.on24.com/wcc/r/1974489/F1DF29A9BA69E63044BE17F69029AF1C?partnerref=TW
[3] https://facebook.com/events/1450199395117074/
[2] https://contentmarketingawards.com
[2] https://www.contentmarketingworld.com?sm_x_cmir_le_tsmatt_cmw_x_sclttw-cmwreg
[2] https://www.contentmarketingworld.com/community-tips-higher-ed-marketing?sm_x_cmir_edt_tsprtsnr_cmw_x_sclttw-blogtraffic
[2] http://www.on24.com/
[2] https://twitter.com/CMIContent/status/1120724008771686405
[2] https://twitter.com/CMIContent/status/1120720988432404480
[1] https://twitter.com/MDigitalPatrick/status/1118186496865992709

Top URLs in Tweet in G2:
[5] https://contentmarketinginstitute.com/2019/04/marketers-stop-social-media/
[4] https://contentmarketinginstitute.com/2019/04/big-mistakes-content-marketing/
[3] https://twitter.com/CMIContent/status/1117820141360824327
[3] https://twitter.com/CMIContent/status/1118190313128882177
[3] https://twitter.com/CMIContent/status/1118143077661708290
[3] https://twi.li/rLVSTe
[2] https://analytics.google.com/analytics/academy/
[2] https://twitter.com/CMIContent/status/1118193333241774080
[2] https://heidicohen.com/lurkers-with-benefits/
[2] https://backlinko.com/content-strategy

Top URLs in Tweet in G3:
[4] https://twitter.com/CMIContent/status/1120722498545496064
[3] https://twitter.com/CMIContent/status/1120720988432404480
[2] https://twitter.com/itstamaragt/status/1120724960387854336
[2] https://twitter.com/CMIContent/status/1120719479061741568
[2] https://twitter.com/CMIContent/status/1120724008771686405
[2] https://twitter.com/CMIContent/status/1118193333241774080
[1] https://blog.rebrandly.com/vanity-url/
[1] https://twitter.com/Taylor_Barbieri/status/1120720068113989639
[1] https://twitter.com/Lane_Anderson/status/1120723596173647872
[1] https://twitter.com/amandatodo/status/1120724350389428224

Top URLs in Tweet in G4:
[7] http://snip.ly/x0tmfr
[6] https://www.nimble.com/blog/content-marketing-world-conference-guide/
[3] https://vengreso.com/blog/marketer-plea-content-for-sales?utm_campaign=SBE%20Podcast&utm_source=Social%20Media
[2] http://snip.ly/lvdxvy
[2] http://snip.ly/l65jbd
[2] https://vengreso.com/blog/how-the-content-marketing-institute-markets
[2] http://snip.ly/l65jbdThe/
[2] http://snip.ly/beec1w
[2] http://snip.ly/vtmzi7
[1] https://twitter.com/todcordill/status/1118193007944036352

Top URLs in Tweet in G5:
[2] https://lushthecontentagency.com/blog/rubbish-marketing-statistics-damage-your-credibility/?utm_campaign=coschedule&utm_source=twitter&utm_medium=lush_digital&utm_content=Stop%20marketing%20rubbish:%20how%20to%20get%20your%20facts%20straight
[1] https://contentmarketingworld.com/?sm_x_cmir_le_tsmatt_cmw_x_scltlip-cmwreg
[1] https://bit.ly/2UzLR1L?utm_content=89443811&utm_medium=social&utm_source=twitter&hss_channel=tw-151895919
[1] https://twitter.com/CMIContent/status/1118196856075329536
[1] http://iconohash.com/CMWorld/2019-04-17
[1] http://iconohash.com/CMWorld/2019-04-16
[1] https://rockstarseo.ca/2019/04/cmworld-2018-unsung-hero-of-content-marketing-original-research/
[1] https://www.youtube.com/watch?v=h-tXohd-vnU&feature=youtu.be

[1] https://www.youtube.com/watch?v=8KfiTqVoxdI&feature=youtu.be

[1] http://mbest.aliexpress.com/detail/32977163393.htm?aff_platform=default&cpt=1556041024565&sk=cPwilSJO&aff_trace_key=21d2da4d9cac453782e3d199d663850c-1556041024565-05697-cPwilSJO&terminal_id=e23071831ea84d408b91eba8f19de257

Top URLs in Tweet in G6:
[1] https://mix.com/mohammad007?utm_source=twitter&utm_medium=web&utm_campaign=user_profile&utm_term=button

Top URLs in Tweet in G7:
[1] https://contentmarketinginstitute.com/cco-digital/april-2019/storytelling-neuroscience-joe-lazauskas/

Top URLs in Tweet in G8:
[1] https://www.madalynsklar.com/chatlist

Top URLs in Tweet in G9:
[2] https://contentmarketinginstitute.com/2019/04/big-mistakes-content-marketing/
[1] https://contentmarketinginstitute.com/2019/04/big-mistakes-content-marketing/?utm_source=FFFsocial

Top URLs in Tweet in G10:
[1] https://contentmarketinginstitute.com/2019/03/experts-secrets-storytellers/

Top Domains
Top Domains in Tweet in Entire Graph:
[160] twitter.com
[22] rplg.co
[21] contentmarketinginstitute.com
[20] snip.ly
[17] contentmarketingworld.com
[8] on24.com
[7] google.com
[6] nimble.com
[5] vengreso.com
[4] facebook.com

Top Domains in Tweet in G1:
[21] twitter.com
[11] contentmarketingworld.com
[6] on24.com
[3] facebook.com
[2] contentmarketingawards.com
[2] google.com
[2] contentmarketinginstitute.com
[1] modernostrategies.com
[1] zahramediagroup.com

Top Domains in Tweet in G2:
[28] twitter.com
[11] contentmarketinginstitute.com
[3] twi.li
[2] youtube.com
[2] google.com
[2] heidicohen.com
[2] backlinko.com
[1] modernostrategies.com
[1] copyblogger.com
[1] contentmarketingawards.com

Top Domains in Tweet in G3:
[28] twitter.com
[1] rebrandly.com
[1] christopherspenn.com

Top Domains in Tweet in G4:
[20] snip.ly
[6] nimble.com
[5] vengreso.com
[4] twitter.com
[2] informa.com
[1] heidicohen.com
[1] apple.com

Top Domains in Tweet in G5:
[20] rplg.co
[2] lushthecontentagency.com
[2] iconohash.com
[2] youtube.com
[2] aliexpress.com
[1] contentmarketingworld.com
[1] bit.ly
[1] twitter.com
[1] rockstarseo.ca
[1] business2community.com

Top Domains in Tweet in G6:
[1] mix.com

Top Domains in Tweet in G7:
[1] contentmarketinginstitute.com

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

Top Domains in Tweet in G9:
[3] contentmarketinginstitute.com

Top Domains in Tweet in G10:
[1] contentmarketinginstitute.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1286] cmworld
[154] contentmarketing
[92] marketing
[62] digitalmarketing
[59] smm
[58] seo
[58] blogger
[57] blog
[57] crowdfunding
[56] win



Top Hashtags in Tweet in G1:
[276] cmworld
[21] contentmarketing
[10] content
[9] webinar
[5] googleanalytics
[4] marketing
[2] avengersendgame
[2] highed
[2] contenttech
[2] worktweet

Top Hashtags in Tweet in G2:
[257] cmworld
[14] googleanalytics
[13] marketing
[10] contentmarketing
[7] socialmedia
[6] analytics
[6] content
[5] digitalmarketing
[3] contentchat
[3] directmail

Top Hashtags in Tweet in G3:
[508] cmworld
[17] contentmarketing
[2] eq
[2] socialmedia
[2] twittersmarter
[2] inspiration
[2] artistic
[2] data
[2] community
[2] video

Top Hashtags in Tweet in G4:
[40] cmworld
[31] contentmarketing
[15] marketing
[13] cmo
[6] socialselling
[6] contentforsales
[5] ai
[5] mmeshow
[5] marketingleaders
[4] digitalmarketing

Top Hashtags in Tweet in G5:
[41] cmworld
[14] podcast
[13] youtube
[12] leadgen
[9] b2b
[4] contentmarketing
[2] marketing
[2] vivo
[2] vivou1
[2] vivoplay

Top Hashtags in Tweet in G6:
[59] smm
[58] seo
[58] marketing
[58] blogger
[57] blog
[57] contentmarketing
[57] crowdfunding
[56] win
[52] cmworld
[52] sem

Top Hashtags in Tweet in G7:
[1] cmworld

Top Hashtags in Tweet in G8:
[8] cmworld
[5] brandchat
[5] pocchat
[5] hootchat
[5] goalchat
[5] twittersmarter
[1] content
[1] mrx

Top Hashtags in Tweet in G9:
[4] content
[4] cmworld
[1] contentmarketing

Top Hashtags in Tweet in G10:
[2] cmworld

Top Words
Top Words in Tweet in Entire Graph:
[1371] Words in Sentiment List#1: Positive
[229] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[27488] Non-categorized Words
[29089] Total Words
[1286] #cmworld
[694] cmicontent
[264] content
[157] todcordill
[154] #contentmarketing

Top Words in Tweet in G1:
[276] #cmworld
[93] cmicontent
[40] content
[35] marketing
[34] todcordill
[33] chat
[24] now
[22] work
[22] know
[21] #contentmarketing

Top Words in Tweet in G2:
[257] #cmworld
[137] cmicontent
[67] todcordill
[42] content
[28] marketing
[28] prisus
[26] good
[24] goals
[24] marketers
[23] digital

Top Words in Tweet in G3:
[508] #cmworld
[368] cmicontent
[149] content
[70] team
[51] great
[49] more
[48] marketing
[43] skills
[42] need
[41] see

Top Words in Tweet in G4:
[40] #cmworld
[31] #contentmarketing
[28] bernieborges
[25] govengreso
[18] m_3jr
[16] #cmo
[15] #marketing
[13] cmicontent
[13] chat
[12] content

Top Words in Tweet in G5:
[41] #cmworld
[14] #podcast
[13] #youtube
[12] #leadgen
[9] #b2b
[7] marketing
[5] 6
[5] b2b
[4] #contentmarketing
[4] data

Top Words in Tweet in G6:
[59] #smm
[58] #seo
[58] #marketing
[58] #blogger
[57] #blog
[57] #contentmarketing
[57] #crowdfunding
[56] #win
[52] #cmworld
[52] #sem

Top Words in Tweet in G7:
[10] stories
[10] make
[5] remember
[5] care
[5] content
[5] marketing
[5] works
[5] brains
[5] programmed
[4] contentghostca

Top Words in Tweet in G8:
[8] #cmworld
[5] fave
[5] tweet
[5] chats
[5] #brandchat
[5] #pocchat
[5] #hootchat
[5] #goalchat
[5] #twittersmarter
[5] yours

Top Words in Tweet in G9:
[4] don
[4] t
[4] #content
[4] #cmworld
[3] write
[3] purpose
[3] helping
[3] people
[3] solve
[3] problem

Top Words in Tweet in G10:
[2] thanks
[2] kmoutsos
[2] highlighting
[2] tips
[2] examples
[2] hope
[2] help
[2] someone
[2] new
[2] #cmworld

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[76] content,marketing
[68] #cmworld,twitter
[58] #seo,#smm
[57] #smm,#marketing
[57] #marketing,#blog
[57] #blog,#blogger
[57] #blogger,#contentmarketing
[57] #contentmarketing,#crowdfunding
[56] #crowdfunding,#win
[51] #win,#contest

Top Word Pairs in Tweet in G1:
[24] content,marketing
[12] #cmworld,chat
[10] decision,makers
[7] marketing,world
[7] mo,#cmworld
[6] right,people
[5] marketing,award
[5] award,winners
[5] winners,represent
[5] represent,work

Top Word Pairs in Tweet in G2:
[16] digital,marketers
[15] q,digital
[15] marketers,trampolines
[15] trampolines,high
[15] high,bounce
[15] bounce,rates
[15] rates,welcome
[15] welcome,today's
[15] today's,#cmworld
[14] todcordill,q

Top Word Pairs in Tweet in G3:
[24] content,marketing
[22] cmicontent,a3
[19] cmicontent,a2
[19] bentleyu,cmicontent
[18] cmicontent,a1
[17] cmicontent,a6
[15] soft,skills
[13] hard,skills
[13] cmicontent,a5
[12] cmicontent,a4

Top Word Pairs in Tweet in G4:
[9] #cmworld,twitter
[9] twitter,chat
[8] check,out
[7] paid,social
[7] session,#cmworld
[6] m_3jr,bernieborges
[6] bernieborges,noticed
[6] noticed,shift
[6] shift,#contentmarketing
[6] #contentmarketing,towards

Top Word Pairs in Tweet in G5:
[7] #youtube,#cmworld
[5] #cmworld,#leadgen
[5] #podcast,#cmworld
[4] #cmworld,#youtube
[4] lead,generation
[3] don,t
[3] #cmworld,2018
[3] b2b,marketing
[3] #cmworld,#b2b
[3] #leadgen,#youtube

Top Word Pairs in Tweet in G6:
[58] #seo,#smm
[57] #smm,#marketing
[57] #marketing,#blog
[57] #blog,#blogger
[57] #blogger,#contentmarketing
[57] #contentmarketing,#crowdfunding
[56] #crowdfunding,#win
[51] #win,#contest
[51] #contest,#giveaway
[51] #giveaway,#influencermarketing

Top Word Pairs in Tweet in G7:
[5] stories,make
[5] make,remember
[5] remember,make
[5] make,care
[5] care,content
[5] content,marketing
[5] marketing,works
[5] works,brains
[5] brains,programmed
[5] programmed,stories

Top Word Pairs in Tweet in G8:
[5] fave,tweet
[5] tweet,chats
[5] chats,#cmworld
[5] #cmworld,#brandchat
[5] #brandchat,#pocchat
[5] #pocchat,#hootchat
[5] #hootchat,#goalchat
[5] #goalchat,#twittersmarter
[5] #twittersmarter,yours
[4] madalynsklar,fave

Top Word Pairs in Tweet in G9:
[4] don,t
[3] t,write
[3] write,#content
[3] #content,purpose
[3] purpose,helping
[3] helping,people
[3] people,solve
[3] solve,problem
[3] problem,wilreynolds
[3] wilreynolds,#cmworld

Top Word Pairs in Tweet in G10:
[2] thanks,kmoutsos
[2] kmoutsos,highlighting
[2] highlighting,tips
[2] tips,examples
[2] examples,hope
[2] hope,help
[2] help,someone
[2] someone,new
[2] new,#cmworld

Top Replied-To
Top Replied-To in Entire Graph:
@cmicontent
@todcordill
@bentleyu
@genepetrovlmc
@pitchboxapp
@lane_anderson
@socialanimal_io
@mdigitalpatrick
@itstamaragt
@expwriters

Top Replied-To in G1:
@cmicontent
@todcordill
@martinlieberman
@genepetrovlmc
@lane_anderson
@pitchboxapp
@natasha_kvitka
@annette_sugden
@lonedigimarketr
@moninaw

Top Replied-To in G2:
@cmicontent
@todcordill
@prisus
@heidicohen
@buddyscalera
@mikemyers614
@jamesconverge
@moninaw
@amywhiggins
@pitchboxapp

Top Replied-To in G3:
@cmicontent
@todcordill
@bentleyu
@genepetrovlmc
@lane_anderson
@b2the7
@pitchboxapp
@itstamaragt
@mdigitalpatrick
@expwriters

Top Replied-To in G4:
@moninaw
@todcordill

Top Replied-To in G8:
@cmicontent

Top Mentioned
Top Mentioned in Entire Graph:
@cmicontent
@todcordill
@bernieborges
@prisus
@govengreso
@googleanalytics
@tamadear
@bentleyu
@m_3jr
@martinlieberman

Top Mentioned in G1:
@cmicontent
@todcordill
@tamadear
@writtenbyemilie
@virginmediaie
@gczark
@hanelly
@prisus
@dryvetyme
@cardozagab

Top Mentioned in G2:
@cmicontent
@todcordill
@prisus
@martinlieberman
@moninaw
@googleanalytics
@heidicohen
@jamesconverge
@anngynn
@buddyscalera

Top Mentioned in G3:
@cmicontent
@todcordill
@googleanalytics
@mdigitalpatrick
@bentleyu
@rkwendte
@mrktnmillennial
@writtenbyemilie
@amandatodo
@mllnnlmotivator

Top Mentioned in G4:
@bernieborges
@govengreso
@m_3jr
@cmicontent
@cmcphillips
@linkedinexpert
@toprank
@mmenginepodcast
@carmenhill

Top Mentioned in G5:
@drtech_es

Top Mentioned in G6:
@mohdkhan_0786
@getmixapp

Top Mentioned in G7:
@contentghostca
@jo
@joelazauskas

Top Mentioned in G8:
@madalynsklar
@cmicontent

Top Mentioned in G9:
@wilreynolds
@andreafryrear

Top Mentioned in G10:
@kmoutsos
@mp_lazette

Top Tweeters
Top Tweeters in Entire Graph:
@buffer
@bobbymcintyre2
@joanarssousa
@quorumcall
@madalynsklar
@virginmediaie
@lttlewys
@carlarjenkins
@web_pixelportal
@ctrappe

Top Tweeters in G1:
@joanarssousa
@virginmediaie
@lttlewys
@carlarjenkins
@web_pixelportal
@cmicontent
@diymarketers
@cardozagab
@moninaw
@dryvetyme

Top Tweeters in G2:
@steedmrspeel
@martinlieberman
@christinkardos
@cbarrows
@datadabllp
@berrakbiz
@serena
@bubbles4tw
@dshiao
@sferika

Top Tweeters in G3:
@buffer
@genepetrovlmc
@paulsenabulya
@cspenn
@expwriters
@marvel
@dccomics
@b2the7
@bitly
@bentleyu

Top Tweeters in G4:
@linkedinexpert
@nimble
@olilince
@m_3jr
@govengreso
@relevance
@bernieborges
@socialsalesgps
@m3jrgrowth
@carmenhill

Top Tweeters in G5:
@bobbymcintyre2
@iconohash
@chaimshapiro
@pokeyluwho
@lush_content
@partsolutions
@kickasscarleen
@shin01asa
@prathamtestprep
@teresa_fdezm

Top Tweeters in G6:
@webexpert1971
@seoppcuk
@mohdkhan_0786
@wordpress_word
@nasirxp
@getmixapp

Top Tweeters in G7:
@stordar
@joelazauskas
@contentghostca
@jo
@jennifer_bakir
@leadhype

Top Tweeters in G8:
@madalynsklar
@chrisyates11
@writeononline
@spunkycontent
@fastuna1

Top Tweeters in G9:
@wilreynolds
@takefiftyfive
@andreafryrear
@brigicarter
@insidersskylab

Top Tweeters in G10:
@mp_lazette
@dave2742
@kmoutsos