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onalytica_2022-06-22_06-56-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
onalytica via NodeXL https://bit.ly/3b7CfEn
@onalytica
@joefields_
@haroldsinnott
@jbarbosapr
@kevin_craine
@eli_krumova
@marcusborba
@evankirstel
@robotelon
@b46044607

Top hashtags:
#ai
#iot
#interview
#machinelearning
#iiot
#datascience
#influencermarketing

Description:
Description
The graph represents a network of 257 Twitter users whose tweets in the requested range contained "onalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 13:57 UTC.

The requested start date was Wednesday, 22 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 11-hour, 16-minute period from Wednesday, 08 June 2022 at 07:26 UTC to Tuesday, 21 June 2022 at 18:42 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 : 257
Unique Edges : 447
Edges With Duplicates : 540
Total Edges : 987
Number of Edge Types : 5
Mentions : 373
Replies to : 31
MentionsInRetweet : 418
Retweet : 149
Tweet : 16
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0665557404326123
Reciprocated Edge Ratio : 0.124804992199688
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 240
Maximum Edges in a Connected Component : 965
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.881261
Graph Density : 0.00974282587548638
Modularity : 0.428903
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 257 Twitter users whose tweets in the requested range contained "onalytica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 22 June 2022 at 13:57 UTC.

The requested start date was Wednesday, 22 June 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 11-hour, 16-minute period from Wednesday, 08 June 2022 at 07:26 UTC to Tuesday, 21 June 2022 at 18:42 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 : onalytica
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:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277920
[7] https://onalytica.com/blog/posts/whos-who-in-rpa/
[5] https://theunnoticed.cc/blog/influencer-marketing-how-to-tap-an-influencer-or-be-one-even-with-a-small-social-media-following?utm_source=twitter&utm_medium=Zoho+Social
[5] https://onalytica.com/blog/posts/whos-who-in-cloud/
[4] https://unfollowerstats.com/
[4] https://onalytica.com/blog/posts/whos-who-in-ai-ww/
[3] https://onalytica.com/blog/posts/whos-who-in-automation/
[3] http://www.onalytica.com/blog/posts/twitterpurge-a-much-needed-shake-up-for-influencer-marketing/?utm_content=bufferc3336&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://theunnoticed.cc/episode/how-to-start-being-an-influencer-now-even-with-a-small-following-on-social-media?utm_source=twitter&utm_medium=Zoho+Social
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277476

Top URLs in Tweet in G1:
[5] https://theunnoticed.cc/blog/influencer-marketing-how-to-tap-an-influencer-or-be-one-even-with-a-small-social-media-following?utm_source=twitter&utm_medium=Zoho+Social
[3] https://onalytica.com/blog/posts/whos-who-in-automation/
[3] https://onalytica.com/blog/posts/whos-who-in-rpa/
[2] https://contentmarketinginstitute.com/articles/complex-topics-content
[2] https://theunnoticed.cc/episode/how-to-start-being-an-influencer-now-even-with-a-small-following-on-social-media?utm_source=twitter&utm_medium=Zoho+Social
[2] https://onalytica.com/blog/posts/mental-health-top-100-influencers-and-brands/
[1] https://onalytica.com/blog/posts/an-interview-with-dr-catriona-wallace/
[1] https://theunnoticed.cc/episode/how-to-start-being-an-influencer-now-even-with-a-small-following-on-social-media
[1] https://onalytica.com/blog/posts/interview-with-franco-ronconi/
[1] https://onalytica.com/blog/posts/an-interview-with-michael-mattsson/

Top URLs in Tweet in G2:
[1] https://onalytica.com/blog/posts/an-interview-with-giselle-mota/

Top URLs in Tweet in G3:
[1] https://twitter.com/Onalytica/status/1534883012214759425
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277476
[1] https://onalytica.com/blog/posts/interview-ganapathi-pulipaka/

Top URLs in Tweet in G4:
[4] https://onalytica.com/blog/posts/whos-who-in-ai-ww/
[1] https://onalytica.com/blog/posts/whos-who-in-data-science-and-machine-learning/
[1] http://www.onalytica.com/blog/posts/business-intelligence-top-influencers-brands-publications/
[1] https://twitter.com/i/web/status/1536223536846897154

Top URLs in Tweet in G5:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277920
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277476
[1] https://twitter.com/i/web/status/1532467352180342784

Top URLs in Tweet in G7:
[1] https://onalytica.com/blog/posts/top-100-charity-industry-influencers/

Top URLs in Tweet in G9:
[4] https://unfollowerstats.com/
[4] https://onalytica.com/blog/posts/whos-who-in-cloud/
[1] https://onalytica.com/blog/posts/an-interview-with-sarah-lean/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=an-interview-with-sarah-lean

Top URLs in Tweet in G10:
[1] https://onalytica.com/blog/posts/women-in-finance-top-100-influencers/

Top Domains
Top Domains in Tweet in Entire Graph:
[51] onalytica.com
[14] twitter.com
[10] nodexlgraphgallery.org
[8] theunnoticed.cc
[4] linkedin.com
[4] unfollowerstats.com
[2] contentmarketinginstitute.com
[2] getbook.at
[2] dan.com
[1] youtube.com

Top Domains in Tweet in G1:
[25] onalytica.com
[9] twitter.com
[8] theunnoticed.cc
[4] linkedin.com
[2] contentmarketinginstitute.com
[2] dan.com
[1] youtu.be
[1] youtube.com

Top Domains in Tweet in G2:
[1] onalytica.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] nodexlgraphgallery.org
[1] onalytica.com

Top Domains in Tweet in G4:
[6] onalytica.com
[1] twitter.com

Top Domains in Tweet in G5:
[9] nodexlgraphgallery.org
[1] twitter.com

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

Top Domains in Tweet in G9:
[5] onalytica.com
[4] unfollowerstats.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] ai
[42] iot
[37] interview
[35] machinelearning
[32] iiot
[31] datascience
[30] influencermarketing
[30] bigdata
[28] analytics
[17] cloud



Top Hashtags in Tweet in G1:
[25] interview
[19] influencermarketing
[11] digitaltransformation
[8] kubernetes
[8] influencer
[7] b2b
[7] b2bmarketing
[7] cloud
[7] publicrelations
[7] eastwestpr

Top Hashtags in Tweet in G2:
[9] futureofwork
[9] artificialintelligence
[7] interview
[3] influencermarketing
[2] cloud
[2] onalyticaexperts
[2] socialmedia
[2] socialmediastrategy
[1] hpe
[1] devops

Top Hashtags in Tweet in G3:
[28] iot
[28] iiot
[28] ai
[27] bigdata
[27] analytics
[27] datascience
[27] machinelearning
[4] interview
[2] influencermarketing
[2] b2b

Top Hashtags in Tweet in G4:
[6] machinelearning
[4] ai
[4] iot
[4] 5g
[2] datascience
[1] cloud
[1] influencers

Top Hashtags in Tweet in G5:
[5] ai
[4] iot
[4] iiot
[4] influence
[3] influencers
[2] internetofthings
[2] marketing
[2] marketingdigital
[2] contentmarketing
[2] smm

Top Hashtags in Tweet in G9:
[4] cloud
[4] saas
[4] paas
[4] iaas
[4] iot
[4] ai
[4] influencermarketing
[2] onalytica
[1] interview

Top Hashtags in Tweet in G10:
[3] socialmedia
[1] womeninbusiness

Top Words
Top Words in Tweet in Entire Graph:
[182] onalytica
[51] #ai
[45] social
[42] #iot
[37] #interview
[36] joefields_
[35] #machinelearning
[35] media
[34] ai
[32] thank

Top Words in Tweet in G1:
[71] onalytica
[25] #interview
[22] thank
[19] #influencermarketing
[17] expert
[15] social
[15] cloud
[14] influencer
[14] report
[13] check

Top Words in Tweet in G2:
[47] onalytica
[28] social
[26] media
[14] sarafdezm
[14] redhat
[13] helps
[13] build
[13] relationship
[13] audience
[13] manager

Top Words in Tweet in G3:
[29] joefields_
[28] #iot
[28] #iiot
[28] #ai
[27] ai
[27] best
[27] guide
[27] machine
[27] learning
[27] #bigdata

Top Words in Tweet in G4:
[7] onalytica
[6] #machinelearning
[5] congrats
[5] top
[4] honored
[4] thrilled
[4] #ai
[4] #iot
[4] #5g
[4] business

Top Words in Tweet in G5:
[22] onalytica
[15] this0499154500
[10] eli_krumova
[9] nodexl
[8] kred
[8] enricomolinari
[8] activrightbrain
[5] #ai
[4] #iot
[4] #iiot

Top Words in Tweet in G6:
[4] oseaivy
[4] business
[4] soft_science23
[4] jbarbosapr
[4] bebee
[4] onalytica
[4] spartacus_rambo
[4] thomaso62593131
[4] gofukcurself
[4] crackersnatch

Top Words in Tweet in G7:
[2] congrats
[2] made
[2] list
[2] special
[2] shout
[2] #15
[2] tweeter
[2] chief
[2] afpmikegeiger
[2] nonprofitaf

Top Words in Tweet in G8:
[4] advisorpedia
[4] johngoldenfrr
[4] vunelahq
[4] linktoexpert
[4] onalytica
[3] smoothsale
[3] friday
[3] ssxman
[3] nazillakhanlou
[2] appreciation

Top Words in Tweet in G9:
[11] onalytica
[5] sallyeaves
[4] drsharwood
[4] imoyse
[4] mostmentions
[4] mitel
[4] getengati
[4] shellykramer
[4] servetelindia
[4] cloud

Top Words in Tweet in G10:
[6] women
[3] many
[3] inspire
[3] daily
[3] #socialmedia
[3] honored
[3] recognized
[3] onalytica
[3] finance
[3] top

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] social,media
[32] #iot,#iiot
[32] #machinelearning,#iot
[28] ai,best
[28] best,guide
[28] guide,machine
[28] machine,learning
[28] learning,joefields_
[28] joefields_,#bigdata
[28] #bigdata,#analytics

Top Word Pairs in Tweet in G1:
[12] check,insightful
[12] insightful,#interview
[11] sharing,insights
[11] insights,expertise
[9] onalytica,check
[9] cloud,report
[7] pleasure,#interview
[7] social,media
[7] #publicrelations,#eastwestpr
[7] onalytica,thank

Top Word Pairs in Tweet in G2:
[26] social,media
[15] onalytica,social
[13] media,helps
[13] helps,build
[13] build,relationship
[13] relationship,audience
[13] audience,sarafdezm
[13] sarafdezm,social
[13] media,manager
[13] manager,redhat

Top Word Pairs in Tweet in G3:
[28] #iot,#iiot
[27] ai,best
[27] best,guide
[27] guide,machine
[27] machine,learning
[27] learning,joefields_
[27] joefields_,#bigdata
[27] #bigdata,#analytics
[27] #analytics,#datascience
[27] #datascience,#ai

Top Word Pairs in Tweet in G4:
[4] thrilled,onalytica
[4] onalytica,#ai
[4] #ai,congrats
[4] congrats,#machinelearning
[4] #machinelearning,#iot
[4] #iot,#5g
[4] business,intelligence
[3] haroldsinnott,thrilled
[3] #5g,#cl
[2] #datascience,#machinelearning

Top Word Pairs in Tweet in G5:
[9] onalytica,nodexl
[8] nodexl,onalytica
[8] onalytica,eli_krumova
[8] eli_krumova,enricomolinari
[8] enricomolinari,activrightbrain
[8] activrightbrain,this0499154500
[7] this0499154500,onalytica
[4] #iot,#iiot
[4] gave,kred
[4] kred,#influence

Top Word Pairs in Tweet in G6:
[4] oseaivy,business
[4] soft_science23,jbarbosapr
[4] jbarbosapr,bebee
[4] bebee,onalytica
[4] onalytica,spartacus_rambo
[4] spartacus_rambo,thomaso62593131
[4] thomaso62593131,gofukcurself
[4] gofukcurself,crackersnatch
[4] crackersnatch,sdsu
[4] sdsu,outnfullyawake

Top Word Pairs in Tweet in G7:
[2] congrats,made
[2] made,list
[2] list,special
[2] special,shout
[2] shout,#15
[2] #15,tweeter
[2] tweeter,chief
[2] chief,afpmikegeiger
[2] afpmikegeiger,nonprofitaf

Top Word Pairs in Tweet in G8:
[4] johngoldenfrr,vunelahq
[4] vunelahq,linktoexpert
[4] linktoexpert,onalytica
[3] ssxman,nazillakhanlou
[2] appreciation,follow
[2] follow,friday
[2] friday,advisorpedia
[2] advisorpedia,bizcatalyzt360
[2] bizcatalyzt360,johngoldenfrr
[2] smoothsale,advisorpedia

Top Word Pairs in Tweet in G9:
[4] mostmentions,mitel
[4] mitel,getengati
[4] shellykramer,sallyeaves
[4] cloud,2022
[4] 2022,free
[4] free,report
[4] report,#cloud
[4] #cloud,#saas
[4] #saas,#paas
[4] #paas,#iaas

Top Word Pairs in Tweet in G10:
[3] many,women
[3] women,inspire
[3] inspire,daily
[3] daily,#socialmedia
[3] #socialmedia,honored
[3] honored,recognized
[3] recognized,onalytica
[3] onalytica,women
[3] women,finance
[3] finance,top

Top Replied-To
Top Replied-To in Entire Graph:
@onalytica
@robotelon
@jbarbosapr
@bryanyoo7
@oseaivy
@sallyeaves
@drsharwood
@johnnosta
@evankirstel
@lisajm527

Top Replied-To in G1:
@jbarbosapr
@onalytica
@sallyeaves
@frronconi
@pitchboxapp

Top Replied-To in G2:
@onalytica
@johnnosta
@evankirstel
@lisajm527

Top Replied-To in G3:
@onalytica

Top Replied-To in G4:
@rosycoaching

Top Replied-To in G6:
@robotelon
@bryanyoo7
@oseaivy

Top Replied-To in G8:
@marlonctaylor
@smoothsale

Top Replied-To in G9:
@drsharwood
@onalytica

Top Mentioned
Top Mentioned in Entire Graph:
@onalytica
@joefields_
@gp_pulipaka
@sarafdezm
@redhat
@drsharwood
@williams
@jbarbosapr
@imgisellemota
@evankirstel

Top Mentioned in G1:
@onalytica
@drsharwood
@williamstim
@frronconi
@azeckman
@sarahgoodall
@joefields_
@carlotaprzperez
@evankirstel
@davidlinthicum

Top Mentioned in G2:
@onalytica
@sarafdezm
@redhat
@williams
@imgisellemota
@beveve
@telesign
@rowantrollope
@haroldsinnott
@drjdrooghaag

Top Mentioned in G3:
@joefields_
@gp_pulipaka
@onalytica
@jimajames
@imgisellemota
@msandbu
@drsharwood
@kevin_craine
@joeyvpricehr
@eli_krumova

Top Mentioned in G4:
@onalytica
@schmarzo
@ronald_vanloon
@antgrasso
@haroldsinnott
@bernardmarr
@imariajohnsen
@gilpress
@ahmedjr_16
@psb_dc

Top Mentioned in G5:
@onalytica
@eli_krumova
@this0499154500
@enricomolinari
@activrightbrain
@kred
@jspadoan
@nodexl
@editionseni
@pluralsight

Top Mentioned in G6:
@business
@soft_science23
@jbarbosapr
@bebee
@onalytica
@spartacus_rambo
@thomaso62593131
@gofukcurself
@crackersnatch
@sdsu

Top Mentioned in G7:
@afpmikegeiger
@nonprofitaf
@marthamaven
@th
@thattomahern
@tclaybuck
@mlinnovations
@piterk68
@kanter
@lisasargent2

Top Mentioned in G8:
@advisorpedia
@johngoldenfrr
@vunelahq
@linktoexpert
@onalytica
@ssxman
@nazillakhanlou
@smoothsale
@stephmurphy52

Top Mentioned in G9:
@onalytica
@sallyeaves
@imoyse
@mitel
@getengati
@shellykramer
@servetelindia
@carlotaprzperez
@drsharwood
@sarafdezm

Top Mentioned in G10:
@onalytica
@guzmand
@psb_dc
@therudingroup
@helene_wpli
@efipm
@chboursin

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@mistersalesman
@xaelbot
@cybersecurityn8
@jfsebastian146
@evankirstel
@fabriciosx
@rvp
@business

Top Tweeters in G1:
@opensource_orgs
@jacobussystems
@openmarketingtv
@fabriziobustama
@austin_castel
@technative
@ritikag69283079
@cmicontent
@vikram_bot
@kevin_craine

Top Tweeters in G2:
@evankirstel
@calcaware
@fleejack
@paulcroubalian
@drjdrooghaag
@race2diversity
@johnnosta
@jenstirrup
@avrohomg
@dougonipcomm

Top Tweeters in G3:
@sectest9
@xaelbot
@cybersecurityn8
@jfsebastian146
@ml_tweet_bot
@rahul05ranjan
@goaidev
@serverlessfan
@xeronbot
@wordfinga

Top Tweeters in G4:
@nicochan33
@thecuriousluke
@spirosmargaris
@psb_dc
@kirkdborne
@mvollmer1
@haroldsinnott
@ronald_vanloon
@pierrepinna
@rosycoaching

Top Tweeters in G5:
@fabriciosx
@rvp
@pyscalellc
@brainroaring
@eli_krumova
@iotworlds
@capgemini
@enricomolinari
@kred
@jspadoan

Top Tweeters in G6:
@business
@crackersnatch
@bebee
@sdsu
@soft_science23
@outnfullyawake
@lordmagus1
@robotelon
@thomaso62593131
@oseaivy

Top Tweeters in G7:
@kanter
@mlinnovations
@gailperrync
@thattomahern
@tclaybuck
@piterk68
@nonprofitaf
@agentjenlove
@vanessaechase
@boreillywhc

Top Tweeters in G8:
@smoothsale
@advisorpedia
@linktoexpert
@stephmurphy52
@marlonctaylor
@johngoldenfrr
@vunelahq
@nazillakhanlou
@ssxman

Top Tweeters in G9:
@shellykramer
@imoyse
@sallyeaves
@theebizwizard
@mitel
@getengati
@servetelindia

Top Tweeters in G10:
@in_stemm
@therudingroup
@chboursin
@zenyinger
@guzmand
@efipm
@helene_wpli