devnet, Twitter, 4/11/2019 12:27:07 PM, 193372


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devnet_2019-04-10_21-51-33.xlsx
devnet_2019-04-10_21-51-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2019
Short Description:
devnet via NodeXL http://bit.ly/2UOw2U2
@ciscodevnet
@hfpreston
@silviakspiva
@dashpay
@bigevilbeard
@ciscodobrasil
@kauhsilva
@valkan_devnet
@fmfrancoise
@republicofpeter

Top hashtags:
#devnet
#clmel
#netdevops
#ciscochat
#sdn
#devnetcreate
#ciscose
#cisco

Description:
Description
The graph represents a network of 2,497 Twitter users whose tweets in the requested range contained "devnet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 11 April 2019 at 04:53 UTC.

The requested start date was Wednesday, 10 April 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 43-day, 21-hour, 37-minute period from Monday, 25 February 2019 at 02:11 UTC to Tuesday, 09 April 2019 at 23:49 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 : 2497
Unique Edges : 3828
Edges With Duplicates : 4213
Total Edges : 8041
Number of Edge Types : 3
Tweet : 1132
Mentions : 6654
Replies to : 255
Self-Loops : 1132
Reciprocated Vertex Pair Ratio : 0.0541317365269461
Reciprocated Edge Ratio : 0.10270393092479
Connected Components : 217
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 2091
Maximum Edges in a Connected Component : 7167
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.05341
Graph Density : 0.000706135824527895
Modularity : 0.392917
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[333] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[161] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[85] https://developer.cisco.com/ciscolive
[59] https://www.cisco.com/c/m/uk_ua/training-events/2018/hackathon/index.html
[58] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-demo
[46] https://developer.cisco.com/join/clmel19
[41] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[30] https://developer.cisco.com/site/google/?utm_campaign=mkt-googlenext19&utm_source=ptwitter-ww&utm_medium=googlenext19-homepage
[29] https://developer.cisco.com/events/clmel19/
[29] https://www.pscp.tv/w/b0hcADQ2MDQ1MDR8MXlOR2FPUXZSWVd4apiC20nxWY60EdtEfIE-RKlTKAVxGihkJeHhwgtWFGxE

Top URLs in Tweet in G1:
[319] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[147] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[56] https://www.cisco.com/c/m/uk_ua/training-events/2018/hackathon/index.html
[54] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-demo
[29] https://developer.cisco.com/site/google/?utm_campaign=mkt-googlenext19&utm_source=ptwitter-ww&utm_medium=googlenext19-homepage
[16] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[10] https://developer.cisco.com/ciscolive
[10] https://www.youtube.com/watch?v=VUTl8YdNtwE&feature=youtu.be

[10] https://blogs.cisco.com/developer/dna-center-pnp-part-6
[9] https://blogs.cisco.com/developer/bgp-automation-at-devnet-create

Top URLs in Tweet in G2:
[74] https://developer.cisco.com/ciscolive
[42] https://developer.cisco.com/join/clmel19
[26] https://developer.cisco.com/events/clmel19/
[23] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[14] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[14] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[14] https://developer.cisco.com/join/clmel19?CAMPAIGN=EV-01&REFERRING_SITE=TW&POSITION=social+organic&COUNTRY_SITE=anz&CREATIVE=DevNet&CCID=cc000942&DTID=osotwt000023
[13] https://blogs.cisco.com/developer/ciscochat-live-devnet-create-2019
[12] https://blogs.cisco.com/developer/ciscochat-live-devnet-down-under
[10] http://cheezburger.com/7384181248?utm_sq=fp1kbseaf0

Top URLs in Tweet in G3:
[5] https://www.youtube.com/embed/YmXdka9DQh0?html5=1&?rel=0&autoplay=1
[4] https://learningnetwork.cisco.com/blogs/community_cafe/2017/03/27/a-network-engineer-s-journey-in-programmability
[3] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8a9982f469a101cc0169a566fedf2100?cid=8a9982f169938f400169a0a301842fa1&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fintroducing-devnet-exchange
[3] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815e980c0d015e999e591713db?cid=8a9982a869120c2d016915c4db2711e5&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fintroducing-devnet-exchange
[3] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815e980c0d015e999e591713db?cid=8a9982196927a79d016934dc1b9b07aa&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fcisco-live-europe-devnet-zone-where-is-silvia
[3] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/ff8081815e980c0d015e999e591713db?cid=8a998334694bac14016958d4a7881f12&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdevnet-learning-tool-helps-solve-real-world-problems-with-open-data-and-cisco-apis
[3] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/continuous/dccontinuousapril2019.html
[2] https://hostingjournalist.com/video/ciscochat-live-devnet-down-under/?utm_source=dlvr.it&utm_medium=twitter
[2] https://hostingjournalist.com/
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8a99829d66efa6ec0166fa1bacca3264?cid=8a99839069389183016948d39a8738d2&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fintroducing-devnet-exchange

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=190151
[2] https://www.facebook.com/note.php?note_id=2298770487070983
[2] https://delfino.cr/2019/02/descarbonizar-es-descontaminar/
[2] https://www.theguardian.com/world/video/2019/mar/10/thousands-of-algerian-students-protest-against-president-video?CMP=twt_gu
[2] https://twitter.com/John_Hudson/status/1107032498188500995
[2] https://www.the-scientist.com/news-opinion/in-three-months--us-measles-cases-surpass-2018-numbers-65687
[2] https://twitter.com/thehill/status/1114671395148042241
[1] https://twitter.com/jamesmelville/status/1101470056373014533
[1] https://dev.to/ben/spin-up-a-local-instance-of-dev-in-the-cloud-with-gitpod-it-s-incredibly-simple-pij
[1] https://videos.cern.ch/record/2670417

Top URLs in Tweet in G5:
[2] https://meraki.cisco.com/blog/2019/03/introducing-the-mv-snapshot-api/
[1] https://developer.cisco.com/partner-challenge
[1] https://twitter.com/correaflavio/status/1083350485086756865
[1] https://skore.io/
[1] https://www.cisco.com/c/en/us/training-events/training-certifications/certifications/specialist/network-programmability/design-implementation.html
[1] http://apicon.com.br/
[1] https://www.eventbrite.com/e/apicon-2019-tickets-52117838859?aff=estw
[1] https://toptechevents.com/events/cisco-devnet-express-dci-manchester-april/
[1] https://twitter.com/i/web/status/1102666273719234562

Top URLs in Tweet in G6:
[5] https://studio.nearprotocol.com/
[5] https://zoom.us/webinar/register/WN_K_E0Wvx4TU6HV4j0JzsR5A
[2] https://near.ai/03fb1
[2] https://fluencenearcosmos.eventbrite.com
[2] https://medium.com/fluence-network/fluence-project-update-february-march-2019-b69a3e376ba4
[2] https://medium.com/oasislabs/oasis-devnet-launch-d580f9e4c800
[2] https://www.oasislabs.com/gaming
[1] https://near.ai/2a910
[1] https://www.pscp.tv/w/b0c6YTFZTEtKT1lrQUF3ak58MU93eFdPUVBZV1F4Ub5JMcqOX6Tl0wtkB2eN8F6mbJGJZ9PWoKLF-cftUVjx
[1] https://near.ai/711d6

Top URLs in Tweet in G7:
[24] https://www.pscp.tv/w/b0hcADQ2MDQ1MDR8MXlOR2FPUXZSWVd4apiC20nxWY60EdtEfIE-RKlTKAVxGihkJeHhwgtWFGxE
[4] https://www.netacad.com/careers/webinars/opportunities-in-tech/programmability-devnet-webinar-series
[1] https://lnkd.in/eYvWczs
[1] https://learningnetwork.cisco.com/community/learning_center/next-generation-firewall-training-videos?cid=cln-smtwt-training-ngfwvids-text-4583
[1] https://developer.cisco.com/ciscolive
[1] https://lnkd.in/gEggGVJ
[1] https://lnkd.in/dwyZ8M7
[1] https://lnkd.in/dGV49fc
[1] https://lnkd.in/d6-hgKJ
[1] https://lnkd.in/dJM9KRN

Top URLs in Tweet in G8:
[2] https://lnkd.in/dxYt9ji
[1] https://ark.io/slack
[1] http://arkiotcam.hopto.org:8081
[1] https://blogs.cisco.com/developer/dna-center-pnp-part-6

Top URLs in Tweet in G9:
[2] https://devnet.thetangle.org/

Top URLs in Tweet in G10:
[9] https://pubhub.devnetcloud.com/media/pyats-packages/docs/genie/genie_libs/#/parsers
[2] https://learninglabs.cisco.com/tracks/dnav3-track-jp
[1] https://developer.cisco.com/site/cisco-nexus-nx-api-references/
[1] https://twitter.com/KitaraTech/status/1110679795552018432
[1] https://pubhub.devnetcloud.com/media/pyats-packages/docs/genie/cli/index.html
[1] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[1] https://developer.cisco.com/learning/modules?keywords=CICD
[1] https://qiita.com/tech_kitara/items/90ec0956a10e5e21b8f8
[1] https://community.cisco.com/t5/devnet-sandbox-documents/poc-catalyst-9000-sandbox-integration-with-spark/ta-p/3648713
[1] https://www.cisco.com/c/m/ja_jp/lp/cdjd2019.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1316] cisco.com
[270] lnkd.in
[247] ziftsolutions.com
[240] youtube.com
[112] twitter.com
[50] pscp.tv
[35] bit.ly
[35] adobe.com
[33] github.com
[29] facebook.com

Top Domains in Tweet in G1:
[749] cisco.com
[52] youtube.com
[13] lnkd.in
[10] twitter.com
[3] pscp.tv
[3] dy.si
[1] facebook.com
[1] ciscolive.com
[1] devnetcreate.io
[1] pythonchallenge.com

Top Domains in Tweet in G2:
[495] cisco.com
[174] youtube.com
[106] lnkd.in
[86] twitter.com
[34] bit.ly
[29] ziftsolutions.com
[20] dcgubbins.com
[17] pscp.tv
[17] youtu.be
[16] cube365.net

Top Domains in Tweet in G3:
[214] ziftsolutions.com
[70] lnkd.in
[29] cisco.com
[19] facebook.com
[11] adobe.com
[9] dy.si
[7] youtube.com
[6] co.uk
[5] hostingjournalist.com
[5] kentico.com

Top Domains in Tweet in G4:
[7] medium.com
[5] twitter.com
[3] nodexlgraphgallery.org
[2] facebook.com
[2] delfino.cr
[2] theguardian.com
[2] the-scientist.com
[2] washingtonpost.com
[1] dev.to
[1] cern.ch

Top Domains in Tweet in G5:
[4] cisco.com
[2] twitter.com
[1] skore.io
[1] com.br
[1] eventbrite.com
[1] toptechevents.com

Top Domains in Tweet in G6:
[6] zoom.us
[5] nearprotocol.com
[5] near.ai
[4] pscp.tv
[4] eventbrite.com
[4] medium.com
[2] oasislabs.com
[1] twitter.com
[1] fluence.network

Top Domains in Tweet in G7:
[25] pscp.tv
[20] lnkd.in
[4] netacad.com
[2] cisco.com
[1] dy.si
[1] twitter.com

Top Domains in Tweet in G8:
[2] lnkd.in
[1] ark.io
[1] hopto.org
[1] cisco.com

Top Domains in Tweet in G9:
[2] thetangle.org

Top Domains in Tweet in G10:
[10] cisco.com
[10] devnetcloud.com
[1] twitter.com
[1] youtube.com
[1] qiita.com
[1] devnetcreate.io
[1] pscp.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1593] devnet
[966] clmel
[377] netdevops
[231] ciscochat
[188] sdn
[170] devnetcreate
[158] ciscose
[146] cisco
[116] ciscochampion
[94] python



Top Hashtags in Tweet in G1:
[434] clmel
[143] devnet
[66] security
[45] devnetcreate
[23] devnetexpress
[22] netdevops
[15] ciscose
[15] golang
[14] ciscochat
[13] ciscoixc

Top Hashtags in Tweet in G2:
[1167] devnet
[487] clmel
[344] netdevops
[184] sdn
[142] ciscochat
[105] ciscochampion
[104] devnetcreate
[101] ciscose
[92] cisco
[84] python

Top Hashtags in Tweet in G3:
[57] devnet
[29] ciscochat
[17] cisco
[9] clmel
[7] iot
[6] ciscopartner
[6] devnetexpress
[6] ciscose
[6] cleur
[5] tech

Top Hashtags in Tweet in G4:
[4] dash
[3] payments
[3] fintech
[3] devnet
[2] internationalwomensday
[2] cernsciencegateway
[2] blockchain
[2] development
[2] waves
[2] clmel

Top Hashtags in Tweet in G5:
[36] devnet
[13] programming
[10] coding
[6] api
[6] mondaymorning
[5] meraki
[5] apicon
[3] carnaval
[3] engineer
[3] network

Top Hashtags in Tweet in G6:
[17] devnet
[16] futureisnear
[7] opensource
[7] gamingsdk
[5] rust
[4] blockchain
[3] sunnyvale
[3] oakland
[3] meetup
[3] upcomingevent

Top Hashtags in Tweet in G7:
[29] devnet
[28] ciscochat
[16] ciscose
[15] semaker
[12] cleur
[12] devnetexpress
[12] systemsengineer
[6] automation
[3] networking
[2] python

Top Hashtags in Tweet in G8:
[20] ark
[4] devnet
[2] cisco
[2] 5g
[2] iot
[2] smartcity
[1] sandbox
[1] teamdevnet

Top Hashtags in Tweet in G9:
[10] iota
[8] tangle
[3] devnet

Top Hashtags in Tweet in G10:
[12] devnet
[11] pyats
[11] cisco
[9] genie
[9] cleur
[4] ciscoucs
[2] clmel
[1] ciscodevnet
[1] ansible
[1] cisconexus

Top Words
Top Words in Tweet in Entire Graph:
[3479] Words in Sentiment List#1: Positive
[573] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[102148] Non-categorized Words
[106199] Total Words
[1988] ciscodevnet
[1873] cisco
[1747] devnet
[1593] #devnet
[966] #clmel

Top Words in Tweet in G1:
[1254] ciscodevnet
[885] cisco
[645] devnet
[482] apis
[434] #clmel
[390] learning
[381] wan
[377] keynote
[375] technology
[374] using

Top Words in Tweet in G2:
[1167] #devnet
[658] ciscodevnet
[547] cisco
[487] #clmel
[393] network
[391] hfpreston
[368] devnet
[344] #netdevops
[271] silviakspiva
[270] live

Top Words in Tweet in G3:
[337] devnet
[261] cisco
[104] exchange
[103] introducing
[75] network
[73] learn
[67] automation
[64] engineers
[63] live
[59] using

Top Words in Tweet in G4:
[136] v0
[132] core
[93] dash
[89] dcg
[87] dashpay
[85] week
[79] 2
[75] 13
[70] devnet
[60] 14

Top Words in Tweet in G5:
[47] e
[46] na
[46] esse
[45] tweet
[44] ae
[44] galera
[44] toda
[44] aqui
[44] apicon2019
[44] ajudem

Top Words in Tweet in G6:
[64] nearprotocol
[34] devnet
[23] workshop
[23] fluence_one
[19] meetup
[19] today
[19] more
[18] berlin
[17] monday
[17] here

Top Words in Tweet in G7:
[32] devnet
[30] down
[29] #devnet
[28] live
[28] #ciscochat
[26] ciscosecurity
[25] under
[24] cisco
[18] ciscodevnet
[16] #ciscose

Top Words in Tweet in G8:
[43] devnet
[30] 'color
[25] core
[21] 3
[20] #ark
[20] successfully
[20] updated
[20] v2
[20] public
[20] testing

Top Words in Tweet in G9:
[29] devnet
[22] iota_dev
[20] peering
[19] up
[19] resolved
[14] issues
[12] back
[10] stable
[10] past
[10] week

Top Words in Tweet in G10:
[34] devnet
[28] cisco
[12] #devnet
[12] akira6592
[11] api
[11] #pyats
[11] #cisco
[11] kitaratech
[10] genie
[9] ネットワークの自動化で必要になる

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[667] cisco,devnet
[491] using,cisco
[401] technology,keynote
[392] apis,#clmel
[391] securing,campus
[391] campus,wan
[391] wan,using
[391] cisco,dnac
[391] dnac,vmanage
[391] vmanage,apis

Top Word Pairs in Tweet in G1:
[375] technology,keynote
[374] using,cisco
[373] securing,campus
[373] campus,wan
[373] wan,using
[373] cisco,dnac
[373] dnac,vmanage
[373] vmanage,apis
[373] apis,#clmel
[373] #clmel,technology

Top Word Pairs in Tweet in G2:
[144] #devnet,zone
[129] cisco,devnet
[128] #devnet,#sdn
[117] #netdevops,#devnet
[108] #clmel,#devnet
[97] network,automation
[97] #sdn,ciscodevnet
[81] #devnet,#clmel
[76] #ciscochat,live
[68] learn,more

Top Word Pairs in Tweet in G3:
[177] cisco,devnet
[103] devnet,exchange
[102] introducing,cisco
[59] network,engineers
[58] using,cisco
[57] devnet,interview
[57] engineers,learn
[57] learn,automation
[57] automation,using
[53] interview,ccie

Top Word Pairs in Tweet in G4:
[132] core,v0
[85] week,dcg
[81] dashpay,week
[75] v0,13
[70] dash,core
[59] v0,14
[49] 13,2
[37] 14,devnet
[29] dashwallet,ios
[26] dcg,dash

Top Word Pairs in Tweet in G5:
[44] ae,galera
[44] galera,toda
[44] toda,aqui
[44] aqui,na
[44] na,apicon2019
[44] apicon2019,ajudem
[44] ajudem,ganhar
[44] ganhar,access
[44] access,point
[44] point,curtam

Top Word Pairs in Tweet in G6:
[15] more,clicked
[15] clicked,ianallison123
[15] ianallison123,louisvuitton
[15] louisvuitton,authentication
[15] authentication,w
[15] w,goquorum
[15] goquorum,thesatisgroup
[15] thesatisgroup,consensys
[15] consensys,security
[15] security,token

Top Word Pairs in Tweet in G7:
[27] #ciscochat,live
[25] live,devnet
[25] devnet,down
[25] down,under
[23] ciscosecurity,#ciscochat
[15] #ciscose,#semaker
[13] ciscodevnet,webinar
[12] celebrates,customers
[12] customers,partners
[12] partners,innovating

Top Word Pairs in Tweet in G8:
[20] #ark,devnet
[20] devnet,successfully
[20] successfully,updated
[20] updated,core
[20] core,v2
[20] v2,3
[20] 3,public
[20] public,testing
[20] testing,shorty
[20] shorty,devnet

Top Word Pairs in Tweet in G9:
[17] iota_dev,devnet
[10] devnet,peering
[10] peering,up
[10] up,stable
[10] stable,past
[10] past,week
[10] week,thank
[10] thank,patience
[10] patience,resolved
[10] resolved,issue

Top Word Pairs in Tweet in G10:
[11] #cisco,#devnet
[11] cisco,devnet
[9] ネットワークの自動化で必要になる,show
[9] show,コマンドのパーサー
[9] コマンドのパーサー,genie
[9] genie,には実は既に数百のパーサーが用意されているんですよー
[9] には実は既に数百のパーサーが用意されているんですよー,#pyats
[9] #pyats,#genie
[9] #genie,#cisco
[9] #cleur,devnet

Top Replied-To
Top Replied-To in Entire Graph:
@harmonyprotocol
@silviakspiva
@ciscodevnet
@ciscolivemel
@hfpreston
@ciscokiwi
@devnetcreate
@securenetwrk
@bigevilbeard
@ciscolive

Top Replied-To in G1:
@ciscoliveeurope
@ciscopartners
@chintancsco
@silviakspiva
@tobranno
@ciscomiddleeast
@hfpreston
@daniel1820815
@dauriaeh
@ciscodevnet

Top Replied-To in G2:
@silviakspiva
@ciscodevnet
@ciscolivemel
@ciscokiwi
@hfpreston
@devnetcreate
@_desmoden
@securenetwrk
@ciscolive
@wdenardi

Top Replied-To in G4:
@7diastn7
@hoarsewisperer
@jordanbpeterson
@neilhimself
@mpigliucci
@philosophymttrs
@heritage
@nodexl
@valkan_devnet

Top Replied-To in G5:
@ciscodobrasil

Top Replied-To in G6:
@bruhagan
@evan_van_ness

Top Replied-To in G7:
@brandon_skwira
@itmarc_

Top Replied-To in G9:
@thetangleorg
@monkeyking472

Top Replied-To in G10:
@kitaratech
@akira6592
@oyageng

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@hfpreston
@silviakspiva
@ciscolivemel
@netdevopslive
@osama_alzo3bi
@bigevilbeard
@cisco
@dashpay
@ciscoanz

Top Mentioned in G1:
@ciscodevnet
@osama_alzo3bi
@silviakspiva
@hfpreston
@bigevilbeard
@ciscolivemel
@adamradford123
@ciscochampion
@ciscopartners
@ciscodc

Top Mentioned in G2:
@ciscodevnet
@hfpreston
@silviakspiva
@ciscolivemel
@netdevopslive
@bigevilbeard
@cisco
@ciscoanz
@davidbombal
@devnetcreate

Top Mentioned in G3:
@josegmm
@hostingjournal

Top Mentioned in G4:
@dashpay
@skalelabs
@ciscodevnet
@hfpreston
@silviakspiva
@susiewee
@fmfrancoise
@valkan_devnet
@mpigliucci
@bigevilbeard

Top Mentioned in G5:
@kauhsilva
@ciscodobrasil
@correaflavio
@ciscodevnet
@vral_parmar
@apicnt
@rar_21
@cisco
@silviakspiva

Top Mentioned in G6:
@nearprotocol
@fluence_one
@evan_van_ness
@ianallison123
@louisvuitton
@goquorum
@thesatisgroup
@consensys
@alexskidanov
@vgrichina

Top Mentioned in G7:
@ciscosecurity
@ciscodevnet
@chara_kontaxi
@cisconetacad
@learningatcisco
@cisco
@juliodevops
@silviakspiva
@ciscovirl
@ciscodc

Top Mentioned in G8:
@arkecosystem
@fxthoorens
@dashpay
@ciscodevnet
@devnetcreate
@sleepdefic1t
@adamradford123
@hfpreston
@osama_alzo3bi

Top Mentioned in G9:
@iota_dev
@iotatokennews
@monkeyking472
@thetangl
@thetangleorg

Top Mentioned in G10:
@akira6592
@kitaratech
@ccieojisan
@netdevopslive
@hfpreston
@ciscodevnet
@shogokatsurada
@bryan25607
@kiri7_net
@adamradford123

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@lopezgovlaw
@ottlegalrebels
@raumunz
@guzmanadrian
@guardian
@tobipenguin
@aaroncuddeback
@calcaware
@ak2webd3

Top Tweeters in G1:
@raumunz
@_oluwafela
@quemero20
@shahzebalvi4
@khanfahad457
@henrymp_
@nafee77
@mehrijavan
@kylemason365
@indiblu

Top Tweeters in G2:
@calcaware
@santchiweb
@ashot_
@twitchonline
@gallifreyan
@serverlessfan
@ken
@rautsan
@phoenixgyaan
@google

Top Tweeters in G3:
@market_screener
@iearthos
@techvisornl
@ziontechgroup
@t_s_institute
@caendless
@endlosvorrate
@networkreading
@247tech_
@gaishishukatsu

Top Tweeters in G4:
@guardian
@noahpinion
@neilhimself
@fmfrancoise
@brainpicker
@amandapalmer
@i_amcrypto_king
@heritage
@hoarsewisperer
@bitcoinexe

Top Tweeters in G5:
@lopezgovlaw
@aaroncuddeback
@salvebia_
@bewareofy0u
@stillbutterflyt
@hiancap
@thucanossa
@xvhbs
@glaurexx
@jrodrigue_ss

Top Tweeters in G6:
@ak2webd3
@nokia
@zmanian
@nowsfo
@antiprosynth
@wework
@travpreneur
@twigwam
@lovepuxi
@_fckt

Top Tweeters in G7:
@citylifematt
@soma_elahmady94
@paco_xxi
@agustiaidr
@cisconetacad
@learningatcisco
@nycfella85
@_hakimrosli
@ciscosecurity
@franktast1c0

Top Tweeters in G8:
@ottlegalrebels
@gagnelegal
@how_to_coin
@victordorofeev1
@c0deiii
@neilward101
@bezoscrypto
@fxthoorens
@bl0ckchainx
@criptomike

Top Tweeters in G9:
@btctools
@franclukas1
@dclvitorino
@lueyforje
@w1llywonk4_
@iotatokennews
@duckelly99
@iotalover
@dantherealm4n
@crypto_kaiju

Top Tweeters in G10:
@tobipenguin
@kiri7_net
@awamori_tt
@spooky_hackers
@shinobe179
@akira6592
@oyageng
@ipusiron
@billynmc
@twtko


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