#DevNet500, Twitter, 2/25/2020 1:56:06 PM, 221893


FAQ | Problem?

#DevNet500_2020-02-25_05-48-41.xlsx
#DevNet500_2020-02-25_05-48-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 25, 2020
Short Description:
#DevNet500 via NodeXL http://bit.ly/38WzDU4
@ciscodevnet
@davidsamuelps
@bigevilbeard
@learningatcisco
@ciscocertjapan
@socialjulio
@nickrusso42518
@silviakspiva
@dmfigol
@taro_mae

Top hashtags:
#devnet500
#devnet
#ciscocert
#cisco
#devnetcert
#devnetcerts
#ciscose

Description:
Description
The graph represents a network of 250 Twitter users whose recent tweets contained "#DevNet500", 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, 25 February 2020 at 13:49 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 48-minute period from Sunday, 16 February 2020 at 17:00 UTC to Tuesday, 25 February 2020 at 13:48 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 : 250
Unique Edges : 468
Edges With Duplicates : 175
Total Edges : 643
Number of Edge Types : 5
Tweet : 74
Retweet : 117
Mentions : 164
MentionsInRetweet : 240
Replies to : 48
Self-Loops : 74
Reciprocated Vertex Pair Ratio : 0.0257510729613734
Reciprocated Edge Ratio : 0.0502092050209205
Connected Components : 28
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 611
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.76867
Graph Density : 0.00767871485943775
Modularity : 0.406553
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 250 Twitter users whose recent tweets contained "#DevNet500", 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, 25 February 2020 at 13:49 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 48-minute period from Sunday, 16 February 2020 at 17:00 UTC to Tuesday, 25 February 2020 at 13:48 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 : TwitterSearch
Graph Term : #DevNet500
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:
[17] https://developer.cisco.com/certification/
[8] https://developer.cisco.com/certification
[8] https://youtube.com/c/DataKnox
[8] https://developer.cisco.com/certification/fundamentals/
[8] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be

[7] https://www.miradot.se/
[4] https://blogs.cisco.com/developer/digital-transformation-journey
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221867
[3] https://twitter.com/smukai_9k/status/1231753977403830273
[2] https://twitter.com/lisitsin_sergey/status/1231889619073032197

Top URLs in Tweet in G1:
[12] https://developer.cisco.com/certification/
[4] https://youtube.com/c/DataKnox
[2] https://twitter.com/juliodevops/status/1231883165632991232
[2] https://twitter.com/ccie32305/status/1231872299722211334
[2] https://twitter.com/_waswa_/status/1231876846444335105
[1] https://developer.cisco.com/events/cleur20/?utm_campaign=cleur20&utm_source=social&utm_medium=ptwitter-devnet500-video
[1] https://blogs.cisco.com/developer/digital-transformation-journey
[1] https://twitter.com/dmfigol/status/1231297804884156418
[1] https://twitter.com/MPetrinovic/status/1231737279716020224
[1] https://twitter.com/smukai_9k/status/1231753977403830273

Top URLs in Tweet in G2:
[7] https://developer.cisco.com/certification
[6] https://www.miradot.se/
[5] https://developer.cisco.com/certification/
[2] https://developer.cisco.com/certification/fundamentals/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221867
[1] https://www.youtube.com/watch?v=zBh_7poCvDs&feature=youtu.be

[1] https://blogs.cisco.com/developer/digital-transformation-journey
[1] https://developer.cisco.com/partner/
[1] https://twitter.com/davidbombal/status/1231937658169024515
[1] https://twitter.com/LearningatCisco/status/1225533086563213312

Top URLs in Tweet in G3:
[2] https://blogs.cisco.com/developer/digital-transformation-journey
[2] https://youtube.com/c/DataKnox
[2] https://blogs.cisco.com/customerexperience/a-new-era-for-a-new-network
[1] http://developer.cisco.com/certification
[1] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be


Top URLs in Tweet in G4:
[7] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be

[2] https://www.globalknowledge.com/en-gb/company/news/news-articles/cisco-launches-a-new-devnet-500-programme
[1] https://www.linkedin.com/slink?code=gDpiceT
[1] https://www.linkedin.com/slink?code=g36W4up
[1] https://www.youtube.com/watch?v=Y8_9tVNJufc

[1] https://www.globalknowledge.com/en-ie/company/news/news-articles/cisco-launches-a-new-devnet-500-programme
[1] https://www.globalknowledge.com/en-pl/company/news/news-articles/cisco-launches-a-new-devnet-500-programme
[1] https://twitter.com/CiscoDevNet/status/1231957946470486021

Top URLs in Tweet in G5:
[1] https://developer.cisco.com/certification/fundamentals/
[1] https://twitter.com/LearningatCisco/status/1231957057986797569
[1] https://twitter.com/smukai_9k/status/1231753977403830273
[1] https://learningnetwork.cisco.com/s/blogs/a0D3i000002etSeEAI/what-you-need-to-know-february-24-2020
[1] https://twitter.com/lisitsin_sergey/status/1231889619073032197

Top URLs in Tweet in G6:
[5] https://developer.cisco.com/certification/fundamentals/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221867
[1] https://learningnetwork.cisco.com/s/jp-devnet-certification-resources
[1] https://twitter.com/smukai_9k/status/1231753977403830273
[1] https://twitter.com/taro_mae/status/1231825217363705856

Top URLs in Tweet in G7:
[1] https://developer.cisco.com/startnow/
[1] https://twitter.com/joel_w_king/status/1228754055276761088
[1] https://twitter.com/mpetrinovic/status/1231818818692861952
[1] https://twitter.com/theCUBE365/status/1230734267610648578

Top URLs in Tweet in G8:
[2] https://youtube.com/c/DataKnox

Top URLs in Tweet in G9:
[1] https://twitter.com/silviakspiva/status/1230969503078502400

Top Domains
Top Domains in Tweet in Entire Graph:
[46] cisco.com
[27] twitter.com
[19] youtube.com
[7] miradot.se
[4] globalknowledge.com
[4] linkedin.com
[3] nodexlgraphgallery.org
[1] wwt.com
[1] njrusmc.net

Top Domains in Tweet in G1:
[16] cisco.com
[14] twitter.com
[5] youtube.com
[1] miradot.se
[1] wwt.com
[1] njrusmc.net

Top Domains in Tweet in G2:
[16] cisco.com
[6] miradot.se
[2] twitter.com
[1] nodexlgraphgallery.org
[1] youtube.com

Top Domains in Tweet in G3:
[5] cisco.com
[3] youtube.com

Top Domains in Tweet in G4:
[8] youtube.com
[4] globalknowledge.com
[2] linkedin.com
[1] twitter.com

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

Top Domains in Tweet in G6:
[6] cisco.com
[2] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] cisco.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[233] devnet500
[135] devnet
[57] ciscocert
[35] cisco
[34] devnetcert
[19] devnetcerts
[15] ciscose
[11] ccna
[10] devnetprofessionalwannabe
[9] certification



Top Hashtags in Tweet in G1:
[60] devnet500
[26] devnet
[15] ciscocert
[3] devnetcert
[2] certification
[2] cisco
[2] semaker
[2] devnetassociate
[2] github
[1] cleur

Top Hashtags in Tweet in G2:
[50] devnet500
[35] devnet
[15] devnetcert
[15] ciscocert
[15] cisco
[7] ccna
[7] devvie
[5] certification
[4] ciscose
[4] cleur

Top Hashtags in Tweet in G3:
[20] devnet500
[15] devnet
[8] devnetcert
[7] devnetprofessionalwannabe
[7] ciscocert
[6] ciscose
[1] devasc
[1] ccna
[1] cisco

Top Hashtags in Tweet in G4:
[27] devnet500
[15] devnet
[8] ciscocert
[6] cisco
[1] certification
[1] ccna
[1] ccnp
[1] ccie
[1] ciscodevnet
[1] devnetexpress

Top Hashtags in Tweet in G5:
[20] devnet500
[11] devnet
[6] certpocalypse
[6] ciscocerts
[4] ciscocert
[2] sdwan500
[2] ciscochampion
[2] ciscovip
[1] semaker
[1] keepgoing

Top Hashtags in Tweet in G6:
[11] devnet500
[4] devnethackathon
[2] cisco
[2] devnet
[1] ciscocert
[1] devnetcerts
[1] devnetcert
[1] ciscose

Top Hashtags in Tweet in G7:
[25] devnet500
[20] devnet
[17] devnetcerts
[6] cisco
[2] devnetcert
[2] ciscocert
[2] devasc
[1] github
[1] netdevops
[1] ciscose

Top Hashtags in Tweet in G8:
[9] devnet500
[5] devnet
[2] devnetcert
[2] ciscocert
[1] devasc
[1] cisco
[1] devnetcerts
[1] ccna
[1] ccnp
[1] python

Top Hashtags in Tweet in G9:
[5] devnet500
[5] ciscodnacenter
[5] ciscoise

Top Hashtags in Tweet in G10:
[1] devnet
[1] ciscocert
[1] devnetcert
[1] devnet500

Top Words
Top Words in Tweet in Entire Graph:
[339] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7715] Non-categorized Words
[8087] Total Words
[369] #devnet500
[232] #devnet
[138] devnet
[133] ciscodevnet
[106] #ciscocert

Top Words in Tweet in G1:
[105] #devnet500
[57] #devnet
[56] devnet
[53] ciscodevnet
[36] 500
[35] passed
[31] #ciscocert
[29] exam
[21] first
[21] today

Top Words in Tweet in G2:
[74] #devnet500
[54] #devnet
[46] ciscodevnet
[30] #devnetcert
[27] #ciscocert
[24] devnet
[20] passed
[20] susiewee
[19] cisco
[18] gt

Top Words in Tweet in G3:
[40] #devnet500
[31] #devnet
[20] devnet
[18] #ciscocert
[15] taking
[14] #devnetcert
[11] exam
[11] #ciscose
[11] day
[10] made

Top Words in Tweet in G4:
[27] #devnet500
[18] 500
[15] #devnet
[14] devnet
[12] first
[12] certified
[11] individuals
[8] #ciscocert
[7] introducing
[7] program

Top Words in Tweet in G5:
[36] #devnet500
[19] #devnet
[11] #ciscocert
[8] today
[7] program
[6] devnet
[6] #certpocalypse
[6] over
[6] #ciscocerts
[6] here's

Top Words in Tweet in G6:
[26] #devnet500
[14] badge
[13] devnet
[13] #devnet
[13] #cisco
[11] 2月24日正午です
[11] 新シスコ技術者認定スタートしました
[11] そして
[11] なんと既に
[11] 新認定devnet

Top Words in Tweet in G7:
[31] #devnet500
[25] #devnet
[17] #devnetcerts
[10] good
[10] ciscodevnet
[9] luck
[6] day
[6] #cisco
[6] congratulations
[5] tomorrow

Top Words in Tweet in G8:
[14] #devnet500
[7] study
[7] nickrusso42518
[7] #devnet
[4] thanks
[4] late
[4] passed
[4] devnet
[3] missed
[3] trip

Top Words in Tweet in G9:
[10] #devnet500
[9] stefanehrson
[7] consciasverige
[6] more
[5] excellent
[5] examples
[5] manage
[5] enterprise
[5] networks
[5] #ciscodnacenter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] #devnet,#devnet500
[39] devnet,associate
[38] devnet,500
[37] #devnet500,#devnet
[32] #devnetcert,#devnet500
[29] #devnet,#devnetcert
[26] 200,901
[26] first,500
[25] #ciscocert,#devnet
[24] make,#devnet500

Top Word Pairs in Tweet in G1:
[23] devnet,500
[15] devnet,certified
[15] #devnet500,#cleur
[14] #cleur,#devnet
[13] today,introducing
[13] introducing,devnet
[13] 500,program
[13] program,recognizes
[13] recognizes,distinguishes
[13] distinguishes,first

Top Word Pairs in Tweet in G2:
[15] #devnet500,#devnet
[13] #devnet,#ciscocert
[13] #ciscocert,#devnetcert
[12] #devnet,#devnetcert
[12] team,ready
[12] gt,gt
[9] devnet,associate
[9] #devnetcert,#devnet500
[9] ciscodevnet,learningatcisco
[9] 200,901

Top Word Pairs in Tweet in G3:
[14] #devnet,#devnet500
[9] #devnet,#devnetcert
[9] #devnetcert,#devnet500
[9] today's,day
[9] day,taking
[9] taking,learning
[9] learning,next
[9] next,level
[9] level,full
[9] full,context

Top Word Pairs in Tweet in G4:
[11] first,500
[7] introducing,devnet
[7] devnet,500
[7] 500,program
[7] program,recognizes
[7] recognizes,distinguishes
[7] distinguishes,first
[7] 500,individuals
[7] individuals,become
[7] become,#devnet

Top Word Pairs in Tweet in G5:
[9] #devnet,#devnet500
[6] #certpocalypse,over
[6] over,#ciscocerts
[6] #ciscocerts,here's
[6] here's,need
[6] need,know
[6] know,program
[6] program,including
[6] including,#devnet500
[5] #ciscocert,#devnet

Top Word Pairs in Tweet in G6:
[11] 2月24日正午です,新シスコ技術者認定スタートしました
[11] 新シスコ技術者認定スタートしました,そして
[11] そして,なんと既に
[11] なんと既に,新認定devnet
[11] 新認定devnet,associateに合格したとの連絡が
[11] associateに合格したとの連絡が,devnet500
[11] devnet500,digital
[11] digital,badge
[11] badge,獲得確実です
[11] 獲得確実です,#devnet500

Top Word Pairs in Tweet in G7:
[11] #devnet,#devnet500
[10] #devnet,#devnetcerts
[9] good,luck
[8] #devnet500,#devnet
[7] luck,#devnet
[5] tomorrow,first
[5] first,day
[5] day,#cisco
[5] #cisco,exams
[5] exams,prepping

Top Word Pairs in Tweet in G8:
[4] thanks,nickrusso42518
[4] late,#devnet500
[3] missed,trip
[3] trip,friends
[3] friends,weekend
[3] weekend,study
[3] study,worth
[3] worth,thanks
[3] nickrusso42518,study
[3] study,guide

Top Word Pairs in Tweet in G9:
[5] excellent,examples
[5] examples,manage
[5] manage,enterprise
[5] enterprise,networks
[5] networks,#ciscodnacenter
[5] #ciscodnacenter,#ciscoise
[5] #ciscoise,learn
[5] learn,more
[5] more,stefan
[5] stefan,ehrson

Top Replied-To
Top Replied-To in Entire Graph:
@ciscodevnet
@networkchuck
@mpetrinovic
@silviakspiva
@yaduvanshi_u
@taro_mae
@densem0de
@assentar
@davidbombal
@ectm57

Top Replied-To in G1:
@ciscodevnet
@silviakspiva
@networkchuck
@mpetrinovic
@juliodevops

Top Replied-To in G2:
@silviakspiva
@ciscodevnet
@mpetrinovic
@assentar

Top Replied-To in G3:
@networkchuck
@davidbombal
@ciscodevnet

Top Replied-To in G5:
@ectm57
@densem0de
@susiewee
@taro_mae
@maty0609
@dmfigol
@markmilo1115
@cachedchecks
@lisitsin_sergey
@joelwsprague

Top Replied-To in G7:
@yaduvanshi_u
@doghousedean
@taro_mae
@ryanrose
@ckn00b
@smukai_9k
@ac_i686
@densem0de
@devviebot
@networkchuck

Top Replied-To in G8:
@benji_snipes

Top Replied-To in G9:
@agruvstad
@consciasverige

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@susiewee
@learningatcisco
@ciscoliveeurope
@cisco
@nickrusso42518
@chuckrobbins
@stefanehrson
@hfpreston
@consciasverige

Top Mentioned in G1:
@ciscodevnet
@susiewee
@ciscouki
@chuckrobbins
@ciscoliveeurope
@nickrusso42518
@marinimartinez
@tvcarnes
@gerri_elliott
@stefanehrson

Top Mentioned in G2:
@ciscodevnet
@susiewee
@ciscoliveeurope
@cisco
@learningatcisco
@chuckrobbins
@hfpreston
@ciscopartners
@mandywhaley
@devnetcreate

Top Mentioned in G3:
@ciscodevnet
@learningatcisco
@cbtnuggets
@susiewee
@cisco
@davidbombal
@ciscoliveeurope
@ciscocx

Top Mentioned in G5:
@ciscodevnet
@learningatcisco
@susiewee
@danieldibswe
@juangolbez
@dschuemann
@annarubin20
@silviaspiva
@mandywhaley
@cisco

Top Mentioned in G6:
@ciscodevnet
@taro_mae
@bigevilbeard
@davidsamuelps
@ccieojisan
@ciscocertjapan
@socialjulio
@learningatcisco
@silviakspiva
@susiewee

Top Mentioned in G7:
@ciscodevnet
@silviakspiva
@mpetrinovic
@susiewee

Top Mentioned in G8:
@nickrusso42518
@labeveryday
@cisco_panther
@infosecpat
@techlaydee
@cyberhalogen
@data_knox
@ciscodevnet
@dmfigol
@hfpreston

Top Mentioned in G9:
@stefanehrson
@consciasverige
@ciscodevnet
@ciscoemear
@ciscoliveeurope

Top Mentioned in G10:
@ciscodevnet
@devmalladi
@imskhanna
@shajithmoosa
@elizabeth_chen

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@tobipenguin
@audiocode
@kabal_invictus
@mayur_shingote
@marbacho1955
@g_plains
@patrickimoh
@decentinho
@yogeshbang

Top Tweeters in G1:
@audiocode
@mayur_shingote
@marbacho1955
@odi_himself
@oyageng
@anujparghi
@ciscodevnet
@cisco_east_se
@samee94
@wwt_inc

Top Tweeters in G2:
@chidambara09
@zkerravala
@silviakspiva
@socialjulio
@alexandroprado
@c0deiii
@ciscoliveeurope
@ciscopartners
@cisco
@susiewee

Top Tweeters in G3:
@nycfella85
@iamdjham23
@cbtnuggets
@learningatcisco
@dsoftleigh69
@espadamike
@ciscopress
@ilariasanvito74
@ciscocx
@iwiizkiid

Top Tweeters in G4:
@patrickimoh
@gkunitedkingdom
@mpontoiz
@gkireland
@gk_cee
@jdsilva
@macquate
@robertccie58597
@flinkprodukties
@yongromeo

Top Tweeters in G5:
@citylifematt
@threefddi
@davidsamuelps
@danieldibswe
@tinaseh
@gp_ifconfig
@gustavoleon
@cachedchecks
@elopes01
@dschuemann

Top Tweeters in G6:
@tobipenguin
@g_plains
@decentinho
@tacki_hansode
@inhfutyan36rtdd
@kazumasaikuta
@marc_smith
@mannyfre5h88
@k_tiva
@yutogestalt

Top Tweeters in G7:
@kabal_invictus
@hameedullah
@bigevilbeard
@jan_it_242
@mzied3
@timistyyne
@darenfulwell
@yaduvanshi_u
@densem0de
@thedenap

Top Tweeters in G8:
@cyberhalogen
@labeveryday
@benji_snipes
@nickrusso42518
@cisco_panther
@techlaydee
@tinbo39438
@data_knox
@rana_ali_raza_
@kumarp1215

Top Tweeters in G9:
@yogeshbang
@vlinder_nl
@ciscoenterprise
@ciscoemear
@alebourg
@ccie59071
@consciasverige
@agruvstad
@ksrlin
@stefanehrson

Top Tweeters in G10:
@elizabeth_chen
@devmalladi
@shajithmoosa
@imskhanna
@vallopra


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.