#CiscoSE, Twitter, 8/24/2019 10:14:50 PM, 207643


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#CiscoSE Twitter NodeXL SNA Map and Report for Saturday, 24 August 2019 at 21:43 UTC
#CiscoSE Twitter NodeXL SNA Map and Report for Saturday, 24 August 2019 at 21:43 UTC
From:
Connected Action NodeXL-Reports
Uploaded on:
August 24, 2019
Short Description:
#CiscoSE via NodeXL http://bit.ly/2ZfgPyh
@ciscodevnet
@ciscokiwi
@jason_gooley
@silviakspiva
@vlinder_nl
@fjgotopo
@tech_nicole
@gennacaroline27
@womenofcisco
@cisco

Top hashtags:
#ciscose
#ciscoimpact
#devnet
#semaker
#wearecisco
#womenofcisco
#lovewhereyouwork

Description:
Description
The graph represents a network of 86 Twitter users whose recent tweets contained "#CiscoSE", 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 Saturday, 24 August 2019 at 21:43 UTC.

The tweets in the network were tweeted over the 8-day, 11-hour, 44-minute period from Friday, 16 August 2019 at 05:43 UTC to Saturday, 24 August 2019 at 17:27 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 : 86
Unique Edges : 166
Edges With Duplicates : 27
Total Edges : 193
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0860927152317881
Reciprocated Edge Ratio : 0.158536585365854
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 160
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.910079
Graph Density : 0.0224350205198358
Modularity : 0.507047
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-se-annika
[4] https://developer.cisco.com/codeexchange/github/repo/robertcsapo/cisco-dnacaap-assurance-aws-sns
[3] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-au-silvia
[2] https://twitter.com/WomenOfCisco/status/1163880914700701696
[2] https://blogs.cisco.com/developer/diving-deeper-into-wi-fi-6
[1] https://blogs.cisco.com/developer/network-configuration-template
[1] https://twitter.com/WomenOfCisco/status/1163911109285482496
[1] https://twitter.com/WomenOfCisco/status/1163914869667745794
[1] https://www.cisco.com/go/engagenz
[1] https://twitter.com/gennacaroline27/status/1163880523422474245

Top URLs in Tweet in G1:
[2] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-au-silvia
[1] https://developer.cisco.com/user/settings?utm_campaign=profile&utm_source=email&utm_medium=email01-nz-scott
[1] https://www.cisco.com/go/engagenz

Top URLs in Tweet in G2:
[4] https://developer.cisco.com/codeexchange/github/repo/robertcsapo/cisco-dnacaap-assurance-aws-sns
[2] https://blogs.cisco.com/developer/diving-deeper-into-wi-fi-6
[1] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-se-annika

Top URLs in Tweet in G3:
[4] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-se-annika
[1] https://twitter.com/WomenOfCisco/status/1163880914700701696
[1] https://developer.cisco.com/user/settings/?utm_campaign=profile20&utm_source=social&utm_medium=otwitter-au-silvia
[1] https://twitter.com/silviakspiva/status/1162134594411302912

Top URLs in Tweet in G4:
[1] https://twitter.com/WomenOfCisco/status/1163880914700701696
[1] https://twitter.com/gennacaroline27/status/1163880523422474245
[1] https://twitter.com/WomenOfCisco/status/1163911109285482496

Top URLs in Tweet in G5:
[1] https://twitter.com/WomenOfCisco/status/1163926206217146370
[1] https://twitter.com/WomenOfCisco/status/1163914869667745794

Top URLs in Tweet in G7:
[1] https://link.medium.com/nsVI1oIheZ

Top URLs in Tweet in G8:
[1] https://www.cxotoday.com/story/6-key-takeaways-from-cisco-india-summit-2019/
[1] https://www.linkedin.com/slink?code=gF64KCg
[1] https://www.cisco.com/c/en/us/solutions/collateral/data-center-virtualization/applicat/index.html
[1] https://www.linkedin.com/slink?code=geT-_xD
[1] https://www.linkedin.com/slink?code=gVrpEJQ
[1] https://meraki.cisco.com/blog/2019/08/wi-fi-6-adoption/
[1] https://www.linkedin.com/slink?code=gCrY8EN

Top URLs in Tweet in G9:
[1] https://github.com/aws/chalice

Top Domains
Top Domains in Tweet in Entire Graph:
[19] cisco.com
[7] twitter.com
[4] linkedin.com
[1] cxotoday.com
[1] github.com
[1] medium.com

Top Domains in Tweet in G1:
[4] cisco.com

Top Domains in Tweet in G2:
[7] cisco.com

Top Domains in Tweet in G3:
[5] cisco.com
[2] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com

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

Top Domains in Tweet in G8:
[4] linkedin.com
[2] cisco.com
[1] cxotoday.com

Top Domains in Tweet in G9:
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] ciscose
[29] ciscoimpact
[21] devnet
[12] semaker
[9] wearecisco
[7] womenofcisco
[7] lovewhereyouwork
[7] bethebridge
[6] ciscoengage
[6] dcloud



Top Hashtags in Tweet in G1:
[6] ciscoengage
[5] ciscose
[2] devnet
[2] programmability
[2] networking
[2] mobility
[2] bethebridge
[2] clmel
[1] newzealand
[1] collaboration

Top Hashtags in Tweet in G2:
[12] ciscose
[12] ciscoimpact
[10] devnet
[3] semaker
[3] programmability
[3] networking
[3] mobility
[1] braindate
[1] clmel
[1] clus

Top Hashtags in Tweet in G3:
[12] ciscose
[9] semaker
[9] ciscoimpact
[8] devnet
[4] braindate
[2] bethebridge
[1] clmel
[1] ciscochampion
[1] betheinnovator

Top Hashtags in Tweet in G4:
[7] ciscose
[4] womenofcisco
[2] cisco
[1] inclusion
[1] diversity
[1] twitter
[1] wearecisco
[1] systemsengineer

Top Hashtags in Tweet in G5:
[8] ciscose
[6] dcloud
[5] lovewhereyouwork
[4] ciscoimpact
[4] wearecisco
[3] demoeverywhere
[2] womenofcisco
[2] bethebridge
[1] ciscogsx
[1] ownit

Top Hashtags in Tweet in G6:
[1] wearecisco
[1] ciscose
[1] leader
[1] bethebridge
[1] lovewhereyouwork

Top Hashtags in Tweet in G7:
[2] ciscochampion
[2] ciscose
[1] vexpert

Top Hashtags in Tweet in G8:
[8] ciscose
[3] ciscoimpact
[2] wearecisco
[2] cisco
[1] almostready
[1] gladtobehere
[1] lovewhereyouwork
[1] gveselatamteam
[1] mexico
[1] security

Top Hashtags in Tweet in G9:
[4] serverless
[4] microservices
[4] python
[4] aws
[1] ciscose

Top Hashtags in Tweet in G10:
[2] ciscodna
[2] ciscose

Top Words
Top Words in Tweet in Entire Graph:
[107] Words in Sentiment List#1: Positive
[28] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1966] Non-categorized Words
[2101] Total Words
[85] #ciscose
[48] #devnet
[37] #ciscoimpact
[24] ciscodevnet
[13] amazing

Top Words in Tweet in G1:
[16] #ciscose
[10] #devnet
[8] #ciscoengage
[8] cisco
[7] nz
[7] registered
[6] ciscolivemel
[6] sept
[6] ciscodevnet
[5] #ciscoimpact

Top Words in Tweet in G2:
[21] #devnet
[20] #ciscose
[14] #ciscoimpact
[11] ciscodevnet
[8] model
[8] driven
[8] programmability
[8] demos
[6] heading
[5] ciscoenterprise

Top Words in Tweet in G3:
[15] #devnet
[12] #ciscose
[9] #semaker
[9] #ciscoimpact
[7] ciscodevnet
[6] here
[6] silviakspiva
[5] enthusiasts
[5] heading
[5] shortly

Top Words in Tweet in G4:
[7] #ciscose
[4] #womenofcisco
[3] amazing
[3] leader
[3] team
[2] #cisco
[2] much
[2] ginamargolati
[2] seeing
[2] love

Top Words in Tweet in G5:
[7] #ciscose
[6] #ciscoimpact
[6] #dcloud
[6] power
[5] #demoeverywhere
[5] #lovewhereyouwork
[4] #wearecisco
[3] user
[3] vlinder_nl
[3] celebrating

Top Words in Tweet in G6:
[6] field
[3] amazing
[3] morning
[3] soldier
[3] kick
[3] tluongo1
[3] attempting
[3] fg
[3] actual
[3] playing

Top Words in Tweet in G7:
[4] #ciscochampion
[4] #ciscose
[3] compare
[3] despair
[3] best
[3] description
[3] impostor
[3] syndrome
[3] heard
[3] courtesy

Top Words in Tweet in G8:
[8] #ciscose
[3] #ciscoimpact
[2] week
[2] #wearecisco
[2] 6
[2] #cisco
[2] learning

Top Words in Tweet in G9:
[4] developing
[4] #serverless
[4] #microservices
[4] using
[4] #python
[4] #aws
[4] lambda
[4] already
[4] pretty
[4] straightforward

Top Words in Tweet in G10:
[2] 開封の儀
[2] opening
[2] ceremony
[2] #ciscodna
[2] #ciscose

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] #ciscose,#semaker
[12] #semaker,#devnet
[11] heading,#ciscoimpact
[8] #devnet,#ciscose
[8] #ciscoimpact,#ciscose
[8] model,driven
[8] driven,programmability
[7] #devnet,enthusiasts
[7] enthusiasts,heading
[7] #ciscoimpact,shortly

Top Word Pairs in Tweet in G1:
[4] ciscolivemel,excited
[4] excited,vanessa
[4] vanessa,presenting
[4] presenting,#ciscoengage
[4] #ciscoengage,nz
[4] nz,10
[4] 10,days
[4] days,time
[4] time,registered
[4] registered,already

Top Word Pairs in Tweet in G2:
[8] model,driven
[8] driven,programmability
[6] heading,#ciscoimpact
[5] #devnet,#ciscose
[4] ciscoenterprise,awscloud
[4] awscloud,now
[4] now,available
[4] available,ciscodevnet
[4] ciscodevnet,exchange
[4] exchange,#devnet

Top Word Pairs in Tweet in G3:
[9] #ciscose,#semaker
[9] #semaker,#devnet
[5] #devnet,enthusiasts
[5] enthusiasts,heading
[5] heading,#ciscoimpact
[5] #ciscoimpact,shortly
[5] shortly,here
[5] here,opportunity
[5] opportunity,missed
[5] missed,share

Top Word Pairs in Tweet in G4:
[2] #ciscose,leader
[2] #ciscose,team

Top Word Pairs in Tweet in G5:
[6] #dcloud,power
[3] #wearecisco,#ciscose
[3] power,user
[3] user,vlinder_nl
[3] vlinder_nl,celebrating
[3] celebrating,womenofcisco
[3] womenofcisco,rebrand
[3] rebrand,excited
[3] excited,see
[3] see,#dcloud

Top Word Pairs in Tweet in G6:
[3] amazing,morning
[3] morning,soldier
[3] soldier,field
[3] field,kick
[3] kick,tluongo1
[3] tluongo1,attempting
[3] attempting,fg
[3] fg,actual
[3] actual,playing
[3] playing,field

Top Word Pairs in Tweet in G7:
[4] #ciscochampion,#ciscose
[3] compare,despair
[3] despair,best
[3] best,description
[3] description,impostor
[3] impostor,syndrome
[3] syndrome,heard
[3] heard,courtesy
[3] courtesy,antoni
[3] antoni,fall

Top Word Pairs in Tweet in G8:
[2] #ciscoimpact,#ciscose

Top Word Pairs in Tweet in G9:
[4] developing,#serverless
[4] #serverless,#microservices
[4] #microservices,using
[4] using,#python
[4] #python,#aws
[4] #aws,lambda
[4] lambda,already
[4] already,pretty
[4] pretty,straightforward
[4] straightforward,now

Top Word Pairs in Tweet in G10:
[2] 開封の儀,opening
[2] opening,ceremony
[2] ceremony,#ciscodna
[2] #ciscodna,#ciscose

Top Replied-To
Top Replied-To in Entire Graph:
@ciscolivemel
@ciscoenterprise
@ciscodevnet
@chara_kontaxi
@fjgotopo
@kazuoyamamoto_
@devviebot
@varshakanwar
@johnbmoses
@ladynetwkr

Top Replied-To in G1:
@ciscolivemel
@ciscodevnet
@kazuoyamamoto_
@devviebot

Top Replied-To in G2:
@ciscoenterprise
@chara_kontaxi

Top Replied-To in G3:
@ciscodevnet
@chara_kontaxi

Top Replied-To in G4:
@fjgotopo
@johnbmoses
@varshakanwar

Top Replied-To in G5:
@ladynetwkr

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@silviakspiva
@stephen__cooper
@cisco
@womenofcisco
@ciscoanz
@awscloud
@devviebot
@hfpreston
@tluongo1

Top Mentioned in G1:
@ciscodevnet
@stephen__cooper
@ciscoanz
@devviebot
@cisco
@cisco_mobility
@ciscoenterprise
@ciscolivemel
@martyn_rees
@jason_gooley

Top Mentioned in G2:
@ciscodevnet
@awscloud
@hfpreston
@silviakspiva
@stephen__cooper
@devviebot
@cisco_mobility
@ciscoenterprise

Top Mentioned in G3:
@silviakspiva
@ciscodevnet
@tech_nicole
@ciscoanz
@ciscolivemel
@martyn_rees
@stephen__cooper
@jason_gooley
@wdenardi
@ciscokiwi

Top Mentioned in G4:
@ginamargolati
@womenofcisco
@ciscocanada
@tech_nicole
@shianneroan
@cisco
@stacihillokine

Top Mentioned in G5:
@vlinder_nl
@womenofcisco
@b_serpil

Top Mentioned in G6:
@tluongo1
@autismspeaks

Top Mentioned in G7:
@antoni
@nickrusso42518

Top Tweeters
Top Tweeters in Entire Graph:
@santchiweb
@kfalconspb
@citylifematt
@autismspeaks
@yogeshbang
@ciscocanada
@awscloud
@moabdel
@silviakspiva
@socialjulio

Top Tweeters in G1:
@santchiweb
@yogeshbang
@socialjulio
@cisco
@cisco_mobility
@jason_gooley
@ciscolivemel
@ciscoanz
@stephen__cooper
@ciscokiwi

Top Tweeters in G2:
@awscloud
@c0deiii
@ciscodevnet
@ciscoenterprise
@chris_gabriel1
@gamblermty
@hfpreston
@prodoom
@intelligentpo
@chrisbogdog

Top Tweeters in G3:
@moabdel
@silviakspiva
@fjgotopo
@varkey123
@mythryll
@askaccde
@chara_kontaxi
@rishabh50631460
@yiannisbak
@koonscisco

Top Tweeters in G4:
@ciscocanada
@varshakanwar
@tech_nicole
@anne_steinhardt
@gennacaroline27
@johnbmoses
@stacihillokine
@ginamargolati
@shianneroan

Top Tweeters in G5:
@kfalconspb
@vlinder_nl
@ciscodcloud
@lizbblum
@ladynetwkr
@womenofcisco
@alirezataj48
@purplehayesuk
@b_serpil

Top Tweeters in G6:
@autismspeaks
@thekevinhbrown
@rlagmanpmp
@tomeiste
@tluongo1

Top Tweeters in G7:
@citylifematt
@nickrusso42518
@joelwsprague
@antoni
@neilmo_

Top Tweeters in G8:
@h_klaassen
@0x2142com
@palmerccie
@olilaurentse
@ivvi_gln

Top Tweeters in G9:
@maxthoon
@cmlccie
@aviadmor
@ellerbyben

Top Tweeters in G10:
@kazumasaikuta
@genkggorosuke