#DevNetExpress, Twitter, 1/27/2019 9:31:14 PM, 183388


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#DevNetExpress_2019-01-27_13-26-03.xlsx
#DevNetExpress_2019-01-27_13-26-03.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 27, 2019
Short Description:
#DevNetExpress via NodeXL http://bit.ly/2DDxfUU
@silviakspiva
@ciscodevnet
@veeratcisco
@ciscokiwi
@devnetcreate
@netopdevguy
@amr_abari
@chriscodevnet
@juliodevops
@itsvmme

Top hashtags:
#devnetexpress
#cleur
#devnet
#ciscose
#security
#dcloud
#teamdevnet

Description:
Description
The graph represents a network of 102 Twitter users whose recent tweets contained "#DevNetExpress", 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 Sunday, 27 January 2019 at 21:26 UTC.

The tweets in the network were tweeted over the 10-day, 3-hour, 56-minute period from Thursday, 17 January 2019 at 17:27 UTC to Sunday, 27 January 2019 at 21:23 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 : 102
Unique Edges : 219
Edges With Duplicates : 270
Total Edges : 489
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0902255639097744
Reciprocated Edge Ratio : 0.16551724137931
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 487
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.356729
Graph Density : 0.0281498738109105
Modularity : 0.270276
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[52] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva
[5] https://blogs.cisco.com/developer/cisco-live-europe-devnet-zone-where-is-silvia
[5] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[4] https://blogs.cisco.com/developer/security-solution-umbrella-apis
[4] https://developer.cisco.com/join/clmel19
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-scottleeguard
[1] https://dcloud.cisco.com/
[1] https://blogs.cisco.com/developer/devnet_express_network_engineer
[1] https://twitter.com/juliodevops/status/1086265384913813504
[1] https://twitter.com/silviakspiva/status/1089523713605804032

Top URLs in Tweet in G1:
[17] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva
[4] https://blogs.cisco.com/developer/cisco-live-europe-devnet-zone-where-is-silvia
[1] https://blogs.cisco.com/developer/devnet_express_network_engineer
[1] https://dcloud.cisco.com/
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-scottleeguard

Top URLs in Tweet in G2:
[12] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva
[1] https://developer.cisco.com/ciscolive
[1] https://twitter.com/juliodevops/status/1086265384913813504

Top URLs in Tweet in G3:
[12] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva
[4] https://developer.cisco.com/join/clmel19
[1] https://twitter.com/silviakspiva/status/1089523713605804032
[1] https://blogs.cisco.com/developer/security-solution-umbrella-apis
[1] https://blogs.cisco.com/developer/cisco-live-europe-devnet-zone-where-is-silvia
[1] https://twitter.com/juanda2/status/1088854604694110208
[1] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[1] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/?dtid=esoxsp000188

Top URLs in Tweet in G4:
[8] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-ericthiel
[1] https://twitter.com/silviakspiva/status/1087162064903102464

Top URLs in Tweet in G5:
[4] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva

Top URLs in Tweet in G6:
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva

Top URLs in Tweet in G7:
[3] https://blogs.cisco.com/developer/security-solution-umbrella-apis
[1] https://developer.cisco.com/codeexchange/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=codeexchange-silviaspiva

Top Domains
Top Domains in Tweet in Entire Graph:
[76] cisco.com
[4] twitter.com

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

Top Domains in Tweet in G2:
[13] cisco.com
[1] twitter.com

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

Top Domains in Tweet in G4:
[9] cisco.com
[1] twitter.com

Top Domains in Tweet in G5:
[5] cisco.com

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

Top Domains in Tweet in G7:
[4] cisco.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] devnetexpress
[89] cleur
[76] devnet
[75] ciscose
[23] security
[15] dcloud
[12] teamdevnet
[11] datacentre
[9] cisco
[7] ciscochampion



Top Hashtags in Tweet in G1:
[35] devnetexpress
[24] devnet
[23] ciscose
[22] cleur
[9] dcloud
[6] security
[6] teamdevnet
[3] cisco
[3] ciscochampion
[3] datacentre

Top Hashtags in Tweet in G2:
[47] devnetexpress
[30] cleur
[16] ciscose
[15] devnet
[6] security
[2] dcloud
[2] teamdevnet
[1] netdevops
[1] semaker
[1] api

Top Hashtags in Tweet in G3:
[48] devnetexpress
[24] ciscose
[21] cleur
[18] devnet
[8] datacentre
[5] security
[5] datacenter
[4] cisco
[4] clmel
[2] dcloud

Top Hashtags in Tweet in G4:
[20] devnetexpress
[9] devnet
[6] cleur
[5] ciscose
[4] security
[2] phoenix
[2] dcloud
[2] teamdevnet
[1] selfiewithsilvia

Top Hashtags in Tweet in G5:
[5] devnetexpress
[5] ciscose
[4] barcelona
[4] devnet
[1] ciscolive
[1] europe
[1] cleur
[1] security
[1] cisco
[1] bethebridge

Top Hashtags in Tweet in G6:
[5] devnetexpress
[4] devnet
[4] cleur
[3] ciscochampion
[2] barcelona
[1] ciscose

Top Hashtags in Tweet in G7:
[3] cleur
[2] devnetexpress
[1] ciscose
[1] devnet
[1] security

Top Hashtags in Tweet in G8:
[2] devnetexpress
[2] cleur
[1] handball2019
[1] devnet
[1] handballwm2019
[1] cisco

Top Words
Top Words in Tweet in Entire Graph:
[122] Words in Sentiment List#1: Positive
[21] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3271] Non-categorized Words
[3414] Total Words
[164] devnetexpress
[89] cleur
[88] devnet
[76] ciscose
[76] ciscodevnet

Top Words in Tweet in G1:
[35] devnetexpress
[25] devnet
[24] ciscodevnet
[23] ciscose
[22] cleur
[21] silviakspiva
[14] team
[11] juliodevops
[10] security
[10] cisco

Top Words in Tweet in G2:
[47] devnetexpress
[30] cleur
[23] devnet
[21] ciscodevnet
[17] security
[16] silviakspiva
[16] ciscose
[16] barcelona
[14] team
[12] s

Top Words in Tweet in G3:
[48] devnetexpress
[24] ciscose
[21] cleur
[21] ciscodevnet
[20] devnet
[19] silviakspiva
[15] ciscokiwi
[14] team
[12] security
[11] barcelona

Top Words in Tweet in G4:
[20] devnetexpress
[11] security
[9] devnet
[9] silviakspiva
[9] veeratcisco
[7] ciscodevnet
[6] even
[6] session
[6] ciscose
[6] cleur

Top Words in Tweet in G5:
[8] now
[5] devnetexpress
[5] ciscose
[4] shift
[4] focus
[4] barcelona
[4] reserve
[4] seat
[4] devnet
[3] devnetcreate

Top Words in Tweet in G6:
[5] devnetexpress
[5] devnet
[4] cleur
[3] barcelona
[3] team
[3] ciscochampion
[2] security
[2] thanks

Top Words in Tweet in G7:
[4] s
[3] check
[3] out
[3] new
[3] blog
[3] cisco
[3] threat
[3] response
[3] umbrella
[3] api

Top Words in Tweet in G8:
[2] devnetexpress
[2] cleur

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] devnetexpress,security
[22] cleur,starts
[22] starts,devnetexpress
[20] devnetexpress,ciscose
[17] ciscose,devnet
[14] devnet,team
[14] devnet,devnetexpress
[13] know,superstar
[13] superstar,ciscose
[13] team,delivering

Top Word Pairs in Tweet in G1:
[8] cleur,starts
[8] starts,devnetexpress
[8] devnetexpress,ciscose
[6] yhakmi,ciscodevnet
[6] ciscodevnet,kojacobs
[6] kojacobs,ciscomiddleeast
[6] wonderful,team
[6] team,cleur
[6] ciscose,dcloud
[6] dcloud,devnet

Top Word Pairs in Tweet in G2:
[9] devnetexpress,ciscodevnet
[8] juliodevops,kicking
[7] devnetexpress,security
[7] devnetexpress,cleur
[7] barcelona,devnetexpress
[6] ciscose,devnet
[6] cleur,devnetexpress
[6] go,go
[5] silviakspiva,know
[5] know,superstar

Top Word Pairs in Tweet in G3:
[7] devnetexpress,security
[7] cleur,starts
[7] starts,devnetexpress
[7] ciscose,team
[7] data,centre
[6] silviakspiva,ciscokiwi
[6] johnamcdonough,cmlccie
[6] customers,partners
[5] ciscokiwi,ciscodevnet
[5] ciscodevnet,ciscodc

Top Word Pairs in Tweet in G4:
[9] devnetexpress,security
[5] even,deep
[5] deep,freezing
[5] freezing,conditions
[5] conditions,didn
[5] didn,t
[5] t,stop
[5] stop,devnetexpress
[5] security,session
[5] session,toronto

Top Word Pairs in Tweet in G5:
[4] now,shift
[4] shift,focus
[4] focus,barcelona
[4] barcelona,reserve
[4] reserve,seat
[4] seat,now
[4] now,devnet
[4] devnet,devnetexpress
[4] devnetexpress,ciscose
[3] devnetcreate,now

Top Word Pairs in Tweet in G6:
[2] security,devnetexpress
[2] devnetexpress,barcelona
[2] devnet,ciscochampion
[2] ciscochampion,cleur
[2] devnet,cleur

Top Word Pairs in Tweet in G7:
[3] check,out
[3] out,new
[3] new,blog
[3] blog,cisco
[3] cisco,threat
[3] threat,response
[3] response,umbrella
[3] umbrella,api
[3] api,s
[3] s,cleur

Top Replied-To
Top Replied-To in Entire Graph:
@ciscokiwi
@juliodevops
@johnamcdonough
@bigevilbeard
@osama_alzo3bi
@zonephysics
@mandywhaley
@dmfigol
@netopdevguy
@chriscodevnet

Top Replied-To in G1:
@ciscokiwi
@dmfigol
@osama_alzo3bi
@johnamcdonough
@juliodevops

Top Replied-To in G2:
@juliodevops
@netopdevguy
@zonephysics

Top Replied-To in G3:
@chriscodevnet
@mandywhaley

Top Replied-To in G4:
@bigevilbeard
@juliodevops

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@silviakspiva
@juliodevops
@ciscokiwi
@veeratcisco
@ciscoliveeurope
@ciscodcloud
@isocher_
@netopdevguy
@cmlccie

Top Mentioned in G1:
@ciscodevnet
@silviakspiva
@juliodevops
@ciscoliveeurope
@kojacobs
@isocher_
@ciscodcloud
@ciscoanz
@cmlccie
@conradatcisco

Top Mentioned in G2:
@ciscodevnet
@silviakspiva
@juliodevops
@f_caen
@itsvmme
@netopdevguy
@josey_pedro
@ciscodcloud
@hfpreston
@johnamc

Top Mentioned in G3:
@ciscodevnet
@silviakspiva
@ciscokiwi
@johnamcdonough
@veeratcisco
@ciscoanz
@isocher_
@cmlccie
@netopdevguy
@ciscodc

Top Mentioned in G4:
@silviakspiva
@veeratcisco
@ciscodevnet
@securenetwrk
@qsnyder
@ciscosecurity
@ciscose
@ciscocanada
@netopdevguy
@dmfigol

Top Mentioned in G5:
@devnetcreate
@ciscodevnet
@ciscopartners
@ciscoptnremear
@ciscoemear
@ciscoliveeurope
@cisco

Top Mentioned in G6:
@devnet
@ciscosaudia
@silviakspiva
@ciscodevnet

Top Mentioned in G7:
@chriscodevnet
@silviakspiva

Top Tweeters
Top Tweeters in Entire Graph:
@sgaytans
@abdu_shira
@ciscocanada
@moabdel
@cisco_spain
@silviakspiva
@ciscosecurity
@ciscopartners
@cisco
@ciscoliveeurope

Top Tweeters in G1:
@silviakspiva
@jason_gooley
@ciscopartnersap
@ciscolivemel
@ciscomiddleeast
@mandywhaley
@martinreyes40
@jlkratky
@lemeridienbcn
@bhentschell

Top Tweeters in G2:
@moabdel
@ciscoliveeurope
@diivious
@bigevilbeard
@edparousia
@zonephysics
@ekktor
@hfpreston
@cciechaz
@johnamc

Top Tweeters in G3:
@abdu_shira
@ciscodevnet
@ciscodc
@ciscodcloud
@ciscoportugal
@ababakar_m_i
@varkey123
@steelerohman
@ciscokiwi
@ciscoanz

Top Tweeters in G4:
@ciscocanada
@ciscosecurity
@fjgotopo
@dmfigol
@ciscose
@securenetwrk
@kiw_one
@anirudhkiyer
@jemunos
@veeratcisco

Top Tweeters in G5:
@sgaytans
@cisco_spain
@ciscopartners
@cisco
@ciscoptnremear
@ciscoemear
@devnetcreate
@yasminpapa

Top Tweeters in G6:
@ciscosaudia
@devnet
@amr_abari

Top Tweeters in G7:
@mpborjas
@ombongimogoi2
@chriscodevnet

Top Tweeters in G8:
@jurro96
@kikonsta


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