#DevNet500, Twitter, 2/28/2020 11:28:06 AM, 222082


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#DevNet500_2020-02-28_03-19-50.xlsx
#DevNet500_2020-02-28_03-19-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 28, 2020
Short Description:
#DevNet500 via NodeXL http://bit.ly/389t92G
@ciscodevnet
@devviebot
@dmfigol
@davidsamuelps
@learningatcisco
@bigevilbeard
@nickrusso42518
@ciscocertjapan
@devnet500
@silviakspiva

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

Description:
Description
The graph represents a network of 344 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 Friday, 28 February 2020 at 11:20 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 45-minute period from Wednesday, 19 February 2020 at 15:22 UTC to Friday, 28 February 2020 at 11:07 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 : 344
Unique Edges : 801
Edges With Duplicates : 482
Total Edges : 1283
Number of Edge Types : 5
Mentions : 311
MentionsInRetweet : 524
Retweet : 242
Tweet : 125
Replies to : 81
Self-Loops : 125
Reciprocated Vertex Pair Ratio : 0.0304093567251462
Reciprocated Edge Ratio : 0.0590238365493757
Connected Components : 26
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 318
Maximum Edges in a Connected Component : 1257
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.718048
Graph Density : 0.00746660790562072
Modularity : 0.357548
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 344 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 Friday, 28 February 2020 at 11:20 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 45-minute period from Wednesday, 19 February 2020 at 15:22 UTC to Friday, 28 February 2020 at 11:07 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:
[26] https://developer.cisco.com/certification/
[17] https://developer.cisco.com/certification
[9] https://youtube.com/c/DataKnox
[9] https://developer.cisco.com/certification/fundamentals/
[8] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221893
[7] https://www.miradot.se/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221922
[4] https://www.youracclaim.com/badges/85e78b83-f488-4dff-853e-aec2da97a829/twitter
[4] https://www.youracclaim.com/badges/59fcb3e9-d051-4b5d-a9af-e55afe7d93cd/linked_in_profile

Top URLs in Tweet in G1:
[7] https://developer.cisco.com/certification/
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221893
[7] https://developer.cisco.com/certification/fundamentals/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221922
[3] https://youtube.com/c/DataKnox
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221867
[2] https://www.youtube.com/watch?v=ao17z4sAwjk&feature=youtu.be

[2] https://twitter.com/smukai_9k/status/1231753977403830273
[1] http://developer.cisco.com/certification
[1] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be


Top URLs in Tweet in G2:
[10] https://developer.cisco.com/certification/
[6] https://developer.cisco.com/certification
[4] https://youtube.com/c/DataKnox
[2] https://www.youracclaim.com/badges/c16e418a-e8f3-429c-a7d2-7f2399a79a17/public_url
[2] https://twitter.com/natilikgroup/status/1233334292253741056
[1] https://developer.cisco.com/events/cleur20/?utm_campaign=cleur20&utm_source=social&utm_medium=ptwitter-devnet500-video
[1] https://twitter.com/dmfigol/status/1231297804884156418
[1] https://twitter.com/MPetrinovic/status/1231737279716020224
[1] https://twitter.com/smukai_9k/status/1231753977403830273
[1] https://blogs.cisco.com/developer/devnet-certifications-are-here-2

Top URLs in Tweet in G3:
[6] https://developer.cisco.com/certification/
[3] https://www.youracclaim.com/badges/48efa973-0a86-4648-99e6-401acdc0bc1d/linked_in_profile
[3] https://developer.cisco.com/certification
[3] https://www.youracclaim.com/badges/b81356ef-221c-4f6d-b0ea-f2811b3fed7b/twitter
[3] https://www.youracclaim.com/badges/c702c351-5285-4e54-b137-af7cbd020f3d/twitter
[3] https://www.youracclaim.com/badges/7a0ea039-d19d-449c-9590-a6d011e71a76/twitter
[3] https://www.youracclaim.com/badges/59fcb3e9-d051-4b5d-a9af-e55afe7d93cd/linked_in_profile
[3] https://www.youracclaim.com/badges/85e78b83-f488-4dff-853e-aec2da97a829/twitter
[3] https://www.youracclaim.com/badges/f628b8fc-3d83-44e0-ae0e-b7dca41dd1f3/twitter
[3] https://www.youracclaim.com/badges/062cc84a-9533-4dd2-a13f-d00d6527190c/public_url

Top URLs in Tweet in G4:
[7] https://developer.cisco.com/certification
[6] https://www.miradot.se/
[3] https://developer.cisco.com/certification/
[2] https://blogs.cisco.com/developer/digital-transformation-journey
[1] https://twitter.com/davidbombal/status/1231937658169024515
[1] https://twitter.com/LearningatCisco/status/1225533086563213312
[1] https://www.youtube.com/watch?v=zBh_7poCvDs&feature=youtu.be

[1] https://developer.cisco.com/partner/
[1] https://developer.cisco.com/certification/fundamentals/
[1] https://www.youracclaim.com/badges/7a0ea039-d19d-449c-9590-a6d011e71a76/twitter

Top URLs in Tweet in G5:
[6] https://www.youtube.com/watch?v=RuQpj9iY018&feature=youtu.be

[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://www.globalknowledge.com/en-gb/company/news/news-articles/cisco-launches-a-new-devnet-500-programme
[1] https://twitter.com/CiscoDevNet/status/1231957946470486021
[1] https://twitter.com/RobertBailkoski/status/1223043485273448449

Top URLs in Tweet in G6:
[1] https://conscia.com/se/event/cisco-dna-center-dev-workshop-12-maj/
[1] https://twitter.com/silviakspiva/status/1230969503078502400

Top URLs in Tweet in G7:
[1] https://youtube.com/c/DataKnox

Top URLs in Tweet in G10:
[2] https://www.youracclaim.com/badges/fff5ba0d-3847-45e8-baea-50c7ac03367e/public_url

Top Domains
Top Domains in Tweet in Entire Graph:
[62] cisco.com
[47] youracclaim.com
[41] twitter.com
[22] youtube.com
[15] nodexlgraphgallery.org
[7] miradot.se
[5] okt.to
[3] globalknowledge.com
[1] conscia.com
[1] njrusmc.net

Top Domains in Tweet in G1:
[18] cisco.com
[15] nodexlgraphgallery.org
[10] twitter.com
[6] youtube.com
[2] youracclaim.com

Top Domains in Tweet in G2:
[18] cisco.com
[14] twitter.com
[6] youracclaim.com
[5] youtube.com
[1] miradot.se

Top Domains in Tweet in G3:
[33] youracclaim.com
[12] twitter.com
[10] cisco.com
[5] okt.to
[2] youtube.com
[1] njrusmc.net

Top Domains in Tweet in G4:
[15] cisco.com
[6] miradot.se
[4] youracclaim.com
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[7] youtube.com
[3] globalknowledge.com
[2] twitter.com

Top Domains in Tweet in G6:
[1] conscia.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[2] youracclaim.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[496] devnet500
[285] devnet
[100] ciscocert
[78] devnetcert
[57] cisco
[29] ciscose
[20] devnetcerts
[17] ccna
[14] ciscochampion
[12] certification



Top Hashtags in Tweet in G1:
[113] devnet500
[65] devnet
[25] devnetcert
[25] ciscocert
[14] cisco
[9] devnetprofessionalwannabe
[9] devnethackathon
[7] ciscose
[7] ccna
[6] certpocalypse

Top Hashtags in Tweet in G2:
[87] devnet500
[46] devnet
[26] ciscocert
[13] devnetcert
[4] ciscose
[3] cisco
[3] ccna
[2] devvie
[2] certification
[2] devnetassociate

Top Hashtags in Tweet in G3:
[196] devnet500
[109] devnet
[22] ciscocert
[20] cisco
[20] devnetcert
[16] devnetcerts
[9] ciscose
[8] ciscochampion
[7] apis
[7] ciscodna

Top Hashtags in Tweet in G4:
[52] devnet500
[36] devnet
[16] ciscocert
[14] devnetcert
[12] cisco
[6] ciscose
[6] devvie
[5] nttdevnet500
[4] cleur
[4] ccna

Top Hashtags in Tweet in G5:
[24] devnet500
[12] devnet
[7] ciscocert
[5] cisco
[2] devnetcert
[1] certification
[1] ccna
[1] ccnp
[1] ccie
[1] ciscochampion

Top Hashtags in Tweet in G6:
[6] devnet500
[6] ciscodnacenter
[6] ciscoise
[1] cisco
[1] devnet
[1] sdn
[1] dev

Top Hashtags in Tweet in G7:
[4] devnet500
[1] devnet

Top Hashtags in Tweet in G8:
[2] devnet500
[2] devnet
[1] ccna
[1] cisco
[1] ciscocert

Top Hashtags in Tweet in G9:
[3] devnet
[3] devnet500
[3] devnetcert
[3] ciscose

Top Hashtags in Tweet in G10:
[2] devnet
[2] wearecisco
[2] devnet500
[2] lovewhereyouwork

Top Words
Top Words in Tweet in Entire Graph:
[672] Words in Sentiment List#1: Positive
[81] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[14569] Non-categorized Words
[15322] Total Words
[714] #devnet500
[444] #devnet
[272] ciscodevnet
[255] devnet
[178] #ciscocert

Top Words in Tweet in G1:
[193] #devnet500
[127] #devnet
[90] devnet
[62] #devnetcert
[54] #ciscocert
[43] associate
[42] ciscodevnet
[39] #cisco
[31] badge
[29] passed

Top Words in Tweet in G2:
[140] #devnet500
[82] ciscodevnet
[81] #devnet
[66] devnet
[43] 500
[43] #ciscocert
[30] passed
[25] associate
[25] exam
[24] congratulations

Top Words in Tweet in G3:
[243] #devnet500
[138] #devnet
[87] ciscodevnet
[53] devnet
[44] associate
[43] cisco
[41] passed
[41] made
[38] exam
[35] #ciscocert

Top Words in Tweet in G4:
[78] #devnet500
[59] #devnet
[46] ciscodevnet
[31] #ciscocert
[28] #devnetcert
[24] devnet
[23] gt
[21] susiewee
[20] passed
[17] cisco

Top Words in Tweet in G5:
[24] #devnet500
[15] 500
[12] #devnet
[10] first
[10] certified
[9] devnet
[9] individuals
[7] #ciscocert
[6] introducing
[6] program

Top Words in Tweet in G6:
[12] #devnet500
[10] stefanehrson
[8] consciasverige
[7] #devnet
[7] more
[6] excellent
[6] examples
[6] manage
[6] enterprise
[6] networks

Top Words in Tweet in G7:
[6] #devnet500
[4] devnet
[3] officially
[3] joined
[3] challenge
[3] today
[3] taking
[3] certification
[3] weeks
[3] labeveryday

Top Words in Tweet in G8:
[3] #devnet500
[2] davidbombal
[2] susiewee
[2] cisco
[2] ciscodevnet
[2] learningatcisco
[2] #devnet

Top Words in Tweet in G9:
[3] certified
[3] devnet
[3] #devnet
[3] #devnet500
[3] #devnetcert
[3] #ciscose

Top Words in Tweet in G10:
[2] official
[2] made
[2] devnet
[2] 500
[2] #devnet
[2] #wearecisco
[2] #devnet500
[2] #lovewhereyouwork

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] #devnet,#devnet500
[79] devnet,associate
[79] #devnet500,#devnet
[61] #devnet,#devnetcert
[60] devnet,500
[59] #devnetcert,#devnet500
[47] made,#devnet500
[43] #devnet,#ciscocert
[40] 200,901
[37] first,500

Top Word Pairs in Tweet in G1:
[41] devnet,associate
[37] #devnet,#devnet500
[36] #devnet,#devnetcert
[31] #devnetcert,#devnet500
[19] passed,devnet
[18] #devnet500,#devnet
[18] #devnet500,#cisco
[15] devnet,500
[15] devcor,enauto
[15] nodexl,ciscodevnet

Top Word Pairs in Tweet in G2:
[27] devnet,500
[14] first,500
[14] #devnet500,#cleur
[13] become,devnet
[13] #cleur,#devnet
[13] testing,centers
[13] #devnet500,#devnet
[12] made,#devnet500
[12] today,introducing
[12] introducing,devnet

Top Word Pairs in Tweet in G3:
[40] #devnet,#devnet500
[29] #devnet500,#devnet
[23] made,#devnet500
[22] devnet,associate
[16] associate,exam
[13] #devnet,associate
[13] make,#devnet500
[12] part,#devnet500
[11] #devnet,#ciscocert
[10] march,18

Top Word Pairs in Tweet in G4:
[14] gt,gt
[13] #ciscocert,#devnetcert
[12] #devnet,#ciscocert
[12] #devnet500,#devnet
[12] team,ready
[10] #devnet,#devnetcert
[10] 200,901
[10] 901,devasc
[10] #ciscose,#ciscocert
[9] #devnet,#devnet500

Top Word Pairs in Tweet in G5:
[9] first,500
[6] introducing,devnet
[6] devnet,500
[6] 500,program
[6] program,recognizes
[6] recognizes,distinguishes
[6] distinguishes,first
[6] 500,individuals
[6] individuals,become
[6] become,#devnet

Top Word Pairs in Tweet in G6:
[6] excellent,examples
[6] examples,manage
[6] manage,enterprise
[6] enterprise,networks
[6] networks,#ciscodnacenter
[6] #ciscodnacenter,#ciscoise
[6] #ciscoise,learn
[6] learn,more
[6] more,stefan
[6] stefan,ehrson

Top Word Pairs in Tweet in G7:
[3] officially,joined
[3] joined,devnet
[3] devnet,challenge
[3] challenge,today
[3] today,taking
[3] taking,certification
[3] certification,weeks
[3] weeks,#devnet500
[3] #devnet500,labeveryday
[3] labeveryday,cisco_panther

Top Word Pairs in Tweet in G8:
[2] susiewee,cisco
[2] cisco,ciscodevnet
[2] ciscodevnet,learningatcisco

Top Word Pairs in Tweet in G9:
[3] certified,devnet
[3] devnet,#devnet
[3] #devnet,#devnet500
[3] #devnet500,#devnetcert
[3] #devnetcert,#ciscose

Top Word Pairs in Tweet in G10:
[2] official,made
[2] made,devnet
[2] devnet,500
[2] 500,#devnet
[2] #devnet,#wearecisco
[2] #wearecisco,#devnet500
[2] #devnet500,#lovewhereyouwork

Top Replied-To
Top Replied-To in Entire Graph:
@ciscodevnet
@networkchuck
@silviakspiva
@dmfigol
@juanca_fleitas
@mpetrinovic
@robertbailkoski
@taro_mae
@agruvstad
@lisitsin_sergey

Top Replied-To in G1:
@networkchuck
@dmfigol
@lisitsin_sergey
@davidsamuelps
@josebogarin
@densem0de
@taro_mae
@susiewee
@learningatcisco
@maty0609

Top Replied-To in G2:
@ciscodevnet
@dmfigol
@agruvstad
@networkchuck
@mpetrinovic
@silviakspiva
@bigevilbeard
@darrenparkinson

Top Replied-To in G3:
@ciscodevnet
@juanca_fleitas
@robertbailkoski
@taro_mae
@yaduvanshi_u
@agruvstad
@naokihanzawa8
@vallopra
@hameedullah
@densem0de

Top Replied-To in G4:
@silviakspiva
@mpetrinovic
@ciscodevnet
@assentar

Top Replied-To in G6:
@agruvstad
@consciasverige

Top Replied-To in G8:
@davidbombal

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@susiewee
@learningatcisco
@cisco
@nickrusso42518
@ciscoliveeurope
@silviakspiva
@dmfigol
@hfpreston
@stefanehrson

Top Mentioned in G1:
@ciscodevnet
@learningatcisco
@nickrusso42518
@davidsamuelps
@bigevilbeard
@ciscocertjapan
@dmfigol
@susiewee
@silviakspiva
@socialjulio

Top Mentioned in G2:
@ciscodevnet
@susiewee
@cisco
@learningatcisco
@ciscodobrasil
@ciscouki
@stefanehrson
@ciscoliveeurope
@chuckrobbins
@nickrusso42518

Top Mentioned in G3:
@ciscodevnet
@cisco
@susiewee
@logicalis
@derbyuni
@learningatcisco
@gtalavera_itpro
@chris_gabriel1
@hfpreston
@semperfinein

Top Mentioned in G4:
@ciscodevnet
@susiewee
@ciscoliveeurope
@chuckrobbins
@cisco
@learningatcisco
@mandywhaley
@ciscopartners
@devnetcreate
@ciscocx

Top Mentioned in G6:
@stefanehrson
@consciasverige
@ciscodevnet
@ciscoemear
@ciscoliveeurope
@johanlahti
@cisco

Top Mentioned in G7:
@labeveryday
@cisco_panther
@infosecpat
@techlaydee
@cyberhalogen
@nickrusso42518
@data_knox
@ciscodevnet

Top Mentioned in G8:
@susiewee
@cisco
@ciscodevnet
@learningatcisco
@davidbombal

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@tobipenguin
@audiocode
@fmfrancoise
@hav99
@kabal_invictus
@marbacho1955
@g_plains
@jayenkai
@patrickimoh

Top Tweeters in G1:
@tobipenguin
@fmfrancoise
@g_plains
@decentinho
@citylifematt
@threefddi
@davidsamuelps
@tacki_hansode
@iamdjham23
@cbtnuggets

Top Tweeters in G2:
@audiocode
@hav99
@marbacho1955
@odi_himself
@oyageng
@anujparghi
@nycfella85
@ciscodevnet
@cisco_east_se
@samee94

Top Tweeters in G3:
@kabal_invictus
@jayenkai
@derbyuni
@lanavps
@goachievegoals2
@cisco
@elizabeth_chen
@hameedullah
@peterpeele
@chris_gabriel1

Top Tweeters in G4:
@chidambara09
@andersonmavi30
@zkerravala
@maximoafonso
@josephp79752742
@silviakspiva
@alexandroprado
@c0deiii
@ciscoliveeurope
@ciscopartners

Top Tweeters in G5:
@patrickimoh
@gkunitedkingdom
@asoc89
@basilparker
@cciechaz
@gkireland
@gk_cee
@jdsilva
@hak4kidz
@xnatti

Top Tweeters in G6:
@yogeshbang
@vlinder_nl
@ciscoenterprise
@ciscoemear
@p_a_dera
@alebourg
@ccie59071
@consciasverige
@agruvstad
@ksrlin

Top Tweeters in G7:
@cyberhalogen
@labeveryday
@cisco_panther
@techlaydee
@kumarp1215
@onijec
@5thphlame_
@infosecpat

Top Tweeters in G8:
@ilariasanvito74
@davidbombal
@ectm57

Top Tweeters in G9:
@fmasood101
@ricardo_vallino
@acassemi

Top Tweeters in G10:
@blessykurian
@_poojahegde


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