#DevNetCreate, Twitter, 4/24/2019 10:08:11 PM, 194806


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#DevNetCreate_2019-04-24_14-54-53.xlsx
#DevNetCreate_2019-04-24_14-54-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
#DevNetCreate via NodeXL http://bit.ly/2VpLK8s
@devnetcreate
@ciscodevnet
@susiewee
@silviakspiva
@mandywhaley
@hfpreston
@ashseddeek
@dreamlessod
@cisco
@varkey123

Top hashtags:
#devnetcreate
#devnet
#teamdevnet
#ciscochat
#ciscopartner
#community
#developer

Description:
Description
The graph represents a network of 225 Twitter users whose recent tweets contained "#DevNetCreate", 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 Wednesday, 24 April 2019 at 22:01 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 25-minute period from Monday, 15 April 2019 at 10:34 UTC to Wednesday, 24 April 2019 at 22:00 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 : 225
Unique Edges : 500
Edges With Duplicates : 381
Total Edges : 881
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0965250965250965
Reciprocated Edge Ratio : 0.176056338028169
Connected Components : 16
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 203
Maximum Edges in a Connected Component : 854
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.808431
Graph Density : 0.0112698412698413
Modularity : 0.346844
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[39] https://developer.cisco.com/devnetcreate/2019
[11] https://developer.cisco.com/join/dc19
[10] https://www.wwt.com/all-blog/wwt-joel-king-presents-cisco-devnet-create-2019/
[9] https://www.youtube.com/watch?v=6ixAInruXYY&feature=youtu.be

[9] https://blogs.cisco.com/developer/ciscochat-live-devnet-create-2019
[8] https://developer.cisco.com/meraki/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=page-meraki
[8] https://www.youtube.com/watch?v=y7FvY1m0GzQ&feature=youtu.be

[6] https://developer.cisco.com/devnetcreate/2
[6] https://blogs.cisco.com/developer/serverless-at-devnet-create
[5] https://www.devnetcreate.io/

Top URLs in Tweet in G1:
[15] https://developer.cisco.com/devnetcreate/2019
[6] https://developer.cisco.com/devnetcreate/2
[4] https://developer.cisco.com/meraki/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=page-meraki
[4] https://twitter.com/CiscoDevNet/status/1121097835674345473
[3] https://www.youtube.com/watch?v=6ixAInruXYY&feature=youtu.be

[2] https://www.swarmapp.com/c/45cRogJlYZ2
[2] https://www.youtube.com/watch?v=y7FvY1m0GzQ&feature=youtu.be

[2] https://www.devnetcreate.io/
[2] https://developer.cisco.com/
[2] https://developer.cisco.com/devnetcreate/2019/

Top URLs in Tweet in G2:
[15] https://developer.cisco.com/devnetcreate/2019
[7] https://developer.cisco.com/join/dc19
[3] https://blogs.cisco.com/developer/ciscochat-live-devnet-create-2019
[3] https://www.youtube.com/watch?v=6h2BAEaKBMs&feature=youtu.be

[2] https://www.pscp.tv/w/b5BwgTkzNTg5fDF2QXhSV1B2RXJhS2ztGcYf2LMG_rLeREaXCM8KAzFX62vARzT-LT0V89BFMQ==
[2] https://lnkd.in/eMYngBW
[2] https://www.wwt.com/all-blog/wwt-joel-king-presents-cisco-devnet-create-2019/
[2] https://twitter.com/ashseddeek/status/1118249026720165888
[1] https://developer.cisco.com/codeexchange
[1] https://www.pscp.tv/CiscoDevNet/1ynJORQMkLwGR?t=14m59s

Top URLs in Tweet in G3:
[6] https://www.youtube.com/watch?v=y7FvY1m0GzQ&feature=youtu.be

[5] https://blogs.cisco.com/developer/serverless-at-devnet-create
[4] https://developer.cisco.com/devnetcreate/2019/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=livestream-create19
[4] https://developer.cisco.com/meraki/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=page-meraki
[4] https://www.youtube.com/watch?v=6ixAInruXYY&feature=youtu.be

[4] https://developer.cisco.com/devnetcreate/2019/?utm_campaign=mkt-events&utm_source=otwitter-ww&utm_medium=create-twitter-global
[3] https://blogs.cisco.com/developer/qa-with-jeff-levensailor
[3] https://developer.cisco.com/devnetcreate/2019/?utm_campaign=mkt-events&utm_source=otwitter-ww&utm_medium=create-twitter-purplecard
[2] https://blogs.cisco.com/developer/ciscochat-live-devnet-create-2019
[2] https://www.facebook.com/ciscodevnet/videos/397573961096252/

Top URLs in Tweet in G4:
[7] https://developer.cisco.com/devnetcreate/2019
[4] https://blogs.cisco.com/developer/ciscochat-live-devnet-create-2019
[3] https://www.pscp.tv/CiscoDevNet/1ynJORQMkLwGR?t=10m2s
[2] https://blogs.cisco.com/developer/ciscochat-live-cisco-partner-innovation-challenge-2019
[2] https://www.youtube.com/watch?v=6ixAInruXYY&feature=youtu.be

[2] https://www.youtube.com/watch?v=YmXdka9DQh0&feature=youtu.be

[1] https://www.wwt.com/all-blog/wwt-joel-king-presents-cisco-devnet-create-2019/
[1] https://developer.cisco.com/join/dc19
[1] https://www.pscp.tv/w/b5BwgTkzNTg5fDF2QXhSV1B2RXJhS2ztGcYf2LMG_rLeREaXCM8KAzFX62vARzT-LT0V89BFMQ==
[1] https://www.instagram.com/p/BwpRuuTlmch/?utm_source=ig_twitter_share&igshid=2hhqxkponnga

Top URLs in Tweet in G5:
[2] https://www.devnetcreate.io/
[1] https://twitter.com/anu_anu09/status/1121147447902818305
[1] https://developer.cisco.com/devnetcreate/2019
[1] https://twitter.com/elainegoodman/status/1113593539546324992
[1] https://twitter.com/ashseddeek/status/1118249026720165888
[1] https://siliconangle.com/2019/04/23/developers-seek-simplicity-multicloud-programming/

Top URLs in Tweet in G6:
[1] https://lnkd.in/ghb5Cfj
[1] https://lnkd.in/g7mkpf7
[1] https://lnkd.in/g58R-jQ
[1] https://lnkd.in/gfbEXqb
[1] https://developer.cisco.com/meraki/

Top URLs in Tweet in G7:
[6] https://www.wwt.com/all-blog/wwt-joel-king-presents-cisco-devnet-create-2019/
[4] https://www.wwt.com/all-blog/ansibleautomationciscodnacenter/
[3] https://www.wwt.com/all-blog/ansibleautomationciscodnacenter/?utm_source=social&utm_medium=twitter
[2] https://www.wwt.com/all-blog/wwt-joel-king-presents-cisco-devnet-create-2019/?utm_source=social&utm_medium=Twitter
[1] http://tec17.libsyn.com/cisco-devnet-create-2019-preview

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=JOz-M810xDQ&feature=youtu.be

[1] https://twitter.com/correaflavio/status/1121108112591806465

Top URLs in Tweet in G9:
[1] https://developer.cisco.com/devnetcreate/2019/agenda

Top URLs in Tweet in G10:
[1] https://netbeez.net/blog/cisco-devnet-create-2019/?utm_campaign=Blog&utm_content=89193605&utm_medium=social&utm_source=twitter&hss_channel=tw-544008768
[1] https://netbeez.net/blog/cisco-devnet-create-2019/?utm_campaign=Blog&utm_content=89193602&utm_medium=social&utm_source=twitter&hss_channel=tw-544008768

Top Domains
Top Domains in Tweet in Entire Graph:
[112] cisco.com
[39] lnkd.in
[25] youtube.com
[20] twitter.com
[19] wwt.com
[13] pscp.tv
[6] devnetcreate.io
[2] swarmapp.com
[2] facebook.com
[2] github.com

Top Domains in Tweet in G1:
[31] cisco.com
[8] lnkd.in
[6] twitter.com
[5] youtube.com
[3] devnetcreate.io
[2] swarmapp.com
[1] wwt.com

Top Domains in Tweet in G2:
[30] cisco.com
[10] lnkd.in
[5] pscp.tv
[3] youtube.com
[3] twitter.com
[2] wwt.com
[1] devnetcreate.io

Top Domains in Tweet in G3:
[34] cisco.com
[11] youtube.com
[6] twitter.com
[2] facebook.com
[2] pscp.tv
[2] italtel.com
[2] github.com
[2] exprivia.it
[1] medium.com
[1] dev.to

Top Domains in Tweet in G4:
[16] lnkd.in
[14] cisco.com
[6] pscp.tv
[4] youtube.com
[1] wwt.com
[1] instagram.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] devnetcreate.io
[1] cisco.com
[1] siliconangle.com

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

Top Domains in Tweet in G7:
[15] wwt.com
[1] libsyn.com

Top Domains in Tweet in G8:
[2] youtube.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] netbeez.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[404] devnetcreate
[100] devnet
[61] teamdevnet
[36] ciscochat
[29] ciscopartner
[21] community
[20] developer
[19] startup
[14] cisco
[11] sandbox



Top Hashtags in Tweet in G1:
[125] devnetcreate
[25] devnet
[11] sandbox
[7] teamdevnet
[4] netbox
[4] developer
[4] community
[3] nornir
[3] ciscochampion
[3] mountainview

Top Hashtags in Tweet in G2:
[82] devnetcreate
[29] devnet
[17] teamdevnet
[11] ciscochat
[10] ciscopartner
[7] startup
[5] cisco
[5] designthinking
[4] developer
[4] community

Top Hashtags in Tweet in G3:
[75] devnetcreate
[12] devnet
[10] teamdevnet
[9] ciscochat
[4] kubernetes
[4] k8s
[2] ciscopartner
[2] wifi6
[2] cisco
[2] dapp

Top Hashtags in Tweet in G4:
[59] devnetcreate
[30] devnet
[26] teamdevnet
[15] ciscochat
[14] ciscopartner
[10] developer
[10] community
[9] startup
[5] ciscose
[4] weloveourpartners

Top Hashtags in Tweet in G5:
[18] devnetcreate
[3] ciscochampion
[2] ciscohackit
[2] cisco
[1] presidiopride
[1] meraki
[1] thecube
[1] multicloud
[1] programming
[1] lowcode

Top Hashtags in Tweet in G6:
[13] devnetcreate
[3] devnet
[1] developer
[1] community
[1] startup
[1] ciscopartner
[1] teamdevnet
[1] weloveourpartners
[1] python
[1] cisco

Top Hashtags in Tweet in G7:
[12] devnetcreate
[4] tetration
[4] ansible
[3] code
[2] security
[2] cloud
[1] faas
[1] k8s
[1] automation
[1] devnet

Top Hashtags in Tweet in G8:
[6] devnetcreate
[1] ciscose

Top Hashtags in Tweet in G9:
[9] devnetcreate
[4] iot
[1] influxdb

Top Hashtags in Tweet in G10:
[3] devnetcreate
[2] cisco
[2] networkperformance
[2] itsnotthenetwork
[2] wifi
[1] netbeez

Top Words
Top Words in Tweet in Entire Graph:
[301] Words in Sentiment List#1: Positive
[49] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9637] Non-categorized Words
[9987] Total Words
[404] #devnetcreate
[112] create
[103] devnet
[102] ciscodevnet
[100] #devnet

Top Words in Tweet in G1:
[125] #devnetcreate
[33] create
[27] ciscodevnet
[25] #devnet
[24] susiewee
[22] new
[21] devnet
[18] devnetcreate
[18] mandywhaley
[18] t

Top Words in Tweet in G2:
[82] #devnetcreate
[32] devnetcreate
[29] #devnet
[18] cisco
[17] #teamdevnet
[15] devnet
[14] silviakspiva
[14] ciscodevnet
[13] create
[12] ready

Top Words in Tweet in G3:
[75] #devnetcreate
[51] ciscodevnet
[42] devnet
[40] create
[31] find
[30] 2019
[25] new
[20] out
[20] learn
[20] now

Top Words in Tweet in G4:
[59] #devnetcreate
[30] #devnet
[26] #teamdevnet
[23] cisco
[20] devnetcreate
[20] out
[19] more
[17] learn
[16] create
[15] #ciscochat

Top Words in Tweet in G5:
[18] #devnetcreate
[6] cisco
[5] thecube
[4] devnet
[4] role
[4] design
[4] thinking
[4] 2019
[3] #ciscochampion
[3] stories

Top Words in Tweet in G6:
[13] #devnetcreate
[4] create
[3] #devnet
[3] devnet
[2] cisco
[2] here
[2] cool
[2] new

Top Words in Tweet in G7:
[12] #devnetcreate
[8] cisco
[8] joel_w_king
[7] jeff
[7] ansible
[7] dna
[7] center
[7] devnetcreate
[6] check
[6] out

Top Words in Tweet in G8:
[6] #devnetcreate
[3] looking
[3] forward
[3] next
[3] week
[3] time
[3] workshop
[3] speaker
[3] ffurlan
[3] talking

Top Words in Tweet in G9:
[9] #devnetcreate
[5] 10
[4] tomorrow
[4] come
[4] see
[4] talk
[4] #iot
[4] data
[4] collection
[4] edge

Top Words in Tweet in G10:
[6] netbeez
[3] #devnetcreate
[3] presenting
[3] ciscoevents
[3] devnet
[3] create
[3] 2019
[3] stefanogridelli
[3] demonstrate
[3] extract

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] devnet,create
[35] learn,more
[35] find,out
[32] #devnetcreate,2019
[29] create,2019
[24] camp,create
[23] #devnetcreate,#devnet
[22] devnet,creator
[22] creator,award
[21] geek,out

Top Word Pairs in Tweet in G1:
[16] devnet,create
[10] t,make
[10] make,catch
[10] catch,action
[7] #devnetcreate,#devnet
[7] #devnetcreate,t
[7] camp,create
[7] learn,code
[6] t,wait
[6] day,1

Top Word Pairs in Tweet in G2:
[9] learn,more
[8] find,out
[8] devnet,create
[7] #devnetcreate,2019
[7] whether,#startup
[7] #startup,established
[7] established,#ciscopartner
[7] #ciscopartner,#teamdevnet
[7] #teamdevnet,here
[7] here,help

Top Word Pairs in Tweet in G3:
[22] devnet,create
[16] find,out
[14] #devnetcreate,2019
[14] exprivia,italtel
[14] devnet,creator
[14] creator,award
[13] create,2019
[13] 2019,opens
[13] opens,week
[12] applications,meet

Top Word Pairs in Tweet in G4:
[16] learn,more
[12] geek,out
[10] #developer,#community
[9] whether,#startup
[9] #startup,established
[9] established,#ciscopartner
[9] #ciscopartner,#teamdevnet
[9] #teamdevnet,here
[9] here,help
[9] help,successful

Top Word Pairs in Tweet in G5:
[4] design,thinking
[3] role,stories
[3] stories,design
[3] cisco,s
[3] devnet,create
[2] levensailor,dreamlessod
[2] spy,camera
[2] camera,eye
[2] eye,cuevas27
[2] cuevas27,being

Top Word Pairs in Tweet in G6:
[3] devnet,create
[2] create,#devnetcreate

Top Word Pairs in Tweet in G7:
[7] cisco,dna
[7] dna,center
[6] check,out
[6] joel,king
[4] out,jeff
[4] jeff,andiorio's
[4] andiorio's,ansible
[4] ansible,higher
[4] higher,level
[4] level,automation

Top Word Pairs in Tweet in G8:
[3] looking,forward
[3] forward,next
[3] next,week
[3] week,#devnetcreate
[3] #devnetcreate,time
[3] time,workshop
[3] workshop,speaker
[3] speaker,ffurlan
[3] ffurlan,talking
[3] talking,asic

Top Word Pairs in Tweet in G9:
[4] #devnetcreate,tomorrow
[4] tomorrow,come
[4] come,see
[4] see,talk
[4] talk,#iot
[4] #iot,data
[4] data,collection
[4] collection,edge
[4] edge,influxdb
[4] influxdb,3

Top Word Pairs in Tweet in G10:
[3] netbeez,presenting
[3] presenting,ciscoevents
[3] ciscoevents,devnet
[3] devnet,create
[3] create,2019
[3] 2019,stefanogridelli
[3] stefanogridelli,demonstrate
[3] demonstrate,extract
[3] extract,network
[3] network,performance

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@devnetcreate
@silviakspiva
@mandywhaley
@susiewee
@cisco
@thedenap
@johnamcdonough
@devviebot
@denisetkwan

Top Mentioned in G1:
@ciscodevnet
@susiewee
@devnetcreate
@mandywhaley
@hfpreston
@meraki
@bigevilbeard
@dmfigol
@slaydenmitchell
@johnamcdonough

Top Mentioned in G2:
@devnetcreate
@silviakspiva
@ciscodevnet
@denisetkwan
@cisco
@ciscopartners
@prodoom
@kanwalzs
@andra_dragomir
@s

Top Mentioned in G3:
@ciscodevnet
@devnetcreate
@mandywhaley
@devviebot
@mandyw
@italtel
@thedenap
@exprivia_italy
@cisco
@presidio

Top Mentioned in G4:
@devnetcreate
@silviakspiva
@thedenap
@ciscodevnet
@alexpujols
@johnamcdonough
@dauriaeh
@kareem_isk
@cisco
@mandywhaley

Top Mentioned in G5:
@thecube
@levensailor
@dreamlessod
@cuevas27
@ashseddeek
@cisco
@lauren
@flysfo
@dfwairport
@dtweetin

Top Mentioned in G7:
@joel_w_king
@ansible
@devnetcreate
@wwt_inc
@cisco

Top Mentioned in G8:
@ffurlan
@ciscodobrasil
@correaflavio
@reniersz
@mtremp
@tvcarnes

Top Mentioned in G9:
@influxdb
@davidgsiot
@susiewee

Top Mentioned in G10:
@ciscoevents
@stefanogridelli
@susiewee
@netbeez

Top Tweeters
Top Tweeters in Entire Graph:
@southwestair
@santchiweb
@webexpert1971
@dfwairport
@welles
@thecube
@giovanniproto67
@colordeereal
@furrier
@easi123

Top Tweeters in G1:
@welles
@easi123
@davidsamuelps
@ericthomaschu
@cuevas27
@susiewee
@nerdguru
@jeffreyjmeek
@computerhistory
@merakisimon

Top Tweeters in G2:
@teamofindore
@sprintbaseb
@socialjulio
@dimensiondata
@jasonstegeman
@ciscodcloud
@jedelman8
@jathanism
@bearlyartic
@presidio

Top Tweeters in G3:
@giovanniproto67
@colordeereal
@c0deiii
@tooeastcoast
@ciscopartners
@man
@ciscodevnet
@ciscoptnremear
@paul_makanji
@ciscodistemear

Top Tweeters in G4:
@southwestair
@webexpert1971
@monicaa2mx
@moabdel
@silviakspiva
@cisco
@iam_gustave
@medialabsmpd
@ciscopartnersap
@launchany

Top Tweeters in G5:
@dfwairport
@thecube
@furrier
@siliconangle
@flysfo
@lauren
@ashseddeek
@dtweetin
@fliptrip
@nblaak

Top Tweeters in G6:
@angel_cruijff
@mpontoiz
@j0h1an
@brocja01
@maty0609
@snair123
@eladsim
@dcgubbins
@reneefokken
@abdvl

Top Tweeters in G7:
@santchiweb
@threefddi
@bleahystl
@wwt_inc
@ansible
@tvanderwerken
@devereyd
@jgvant
@brockkuester
@joel_w_king

Top Tweeters in G8:
@ciscodobrasil
@mtremp
@cmlccie
@correaflavio
@reniersz
@ffurlan
@tvcarnes

Top Tweeters in G9:
@edgeiotai
@davidgsiot
@iamjerdog
@influxdb

Top Tweeters in G10:
@ciscoevents
@netbeez
@stefanogridelli
@rick_wifi_guy


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