devnet, Twitter, 8/17/2019 4:14:36 PM, 207148


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devnet_2019-08-16_21-52-10.xlsx
devnet_2019-08-16_21-52-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2019
Short Description:
devnet via NodeXL http://bit.ly/2N6oKa6
@ciscodevnet
@cisco
@davidbombal
@bigevilbeard
@nickrusso42518
@santchiweb
@hfpreston
@silviakspiva
@stephen__cooper
@ccieojisan

Top hashtags:
#devnet
#cisco
#ccna
#napalm
#python
#ccnp
#ciscochat
#gns3
#netdevops
#linux

Description:
Description
The graph represents a network of 2,578 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 Saturday, 17 August 2019 at 04:53 UTC.

The requested start date was Wednesday, 14 August 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 42-day, 12-hour, 49-minute period from Tuesday, 02 July 2019 at 11:03 UTC to Tuesday, 13 August 2019 at 23:52 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 : 2578
Unique Edges : 3392
Edges With Duplicates : 3571
Total Edges : 6963
Number of Edge Types : 3
Mentions : 5221
Tweet : 1479
Replies to : 263
Self-Loops : 1479
Reciprocated Vertex Pair Ratio : 0.0384509750068662
Reciprocated Edge Ratio : 0.0740544829410209
Connected Components : 276
Single-Vertex Connected Components : 219
Maximum Vertices in a Connected Component : 1990
Maximum Edges in a Connected Component : 5632
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.63786
Graph Density : 0.000569127204822273
Modularity : 0.407221
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[355] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[198] https://blogs.cisco.com/developer/devnet-certifications-devops
[60] https://www.brighttalk.com/channel/17628/
[33] https://blogs.cisco.com/developer/ciscochat-devnet-network-automation-exchange
[32] https://developer.cisco.com/learning/modules/ai-ml?utm_campaign=aiml19&utm_source=social&utm_medium=ptwitter-aiml-machineexploration
[27] https://www.youtube.com/watch?v=hLmG3NHqu4o&feature=youtu.be

[22] https://www.brighttalk.com/webcast/17628/364990
[22] https://www.brighttalk.com/webcast/17628/364991
[18] https://developer.cisco.com/automation
[16] https://developer.cisco.com/

Top URLs in Tweet in G1:
[308] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[172] https://blogs.cisco.com/developer/devnet-certifications-devops
[29] https://developer.cisco.com/learning/modules/ai-ml?utm_campaign=aiml19&utm_source=social&utm_medium=ptwitter-aiml-machineexploration
[23] https://www.brighttalk.com/channel/17628/
[12] https://www.youtube.com/watch?v=hLmG3NHqu4o&feature=youtu.be

[10] https://blogs.cisco.com/developer/ciscochat-devnet-network-automation-exchange
[8] https://soundcloud.com/user-327105904/understand-changes-to-the-cisco-certifications
[6] https://blogs.cisco.com/developer/network-automation-webinars
[5] https://developer.cisco.com/learning/modules/ai-ml?utm_campaign=aiml20&utm_source=social&utm_medium=otwitter-aiml-machinelearning101
[5] https://blogs.cisco.com/developer/wi-fi-6-for-developers

Top URLs in Tweet in G2:
[31] https://www.brighttalk.com/channel/17628/
[22] https://blogs.cisco.com/developer/devnet-certifications-devops
[22] https://blogs.cisco.com/developer/ciscochat-devnet-network-automation-exchange
[21] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[14] https://developer.cisco.com/automation
[12] https://www.youtube.com/watch?v=hLmG3NHqu4o&feature=youtu.be

[9] https://blogs.cisco.com/developer/devnet-certifications-devops?CAMPAIGN=Cloud&Country_Site=us&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=CiscoCloud
[8] https://learningnetwork.cisco.com/groups/devnet-certifications-study-group
[8] https://developer.cisco.com/network-automation/?utm_campaign=automation19&utm_source=social&utm_medium=otwitter-automation19-ian
[8] https://blogs.cisco.com/developer/stealthwatch-on-devnet

Top URLs in Tweet in G3:
[20] https://www.brighttalk.com/webcast/17628/364991
[20] https://www.brighttalk.com/webcast/17628/364990
[12] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[6] http://developer.cisco.com/certification
[3] https://blogs.cisco.com/developer/devnet-certifications-devops
[3] https://www.reddit.com/r/CryptoCurrency/comments/cp8ufn/horizens_first_sidechain_node_live_on_devnet/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.reddit.com/r/CryptoCurrency/comments/cp8ufn/horizens_first_sidechain_node_live_on_devnet/
[2] https://learningnetwork.cisco.com/blogs/community_cafe/2017/03/27/a-network-engineer-s-journey-in-programmability
[2] https://habr.com/ru/company/cisco/blog/460543/
[2] https://247tech.co.uk/are-the-new-cisco-devnet-certs-just-for-developers/

Top URLs in Tweet in G4:
[12] https://www.youtube.com/watch?v=lcAmk_4UK4M&feature=youtu.be

[8] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[7] https://www.cbtnuggets.com/blog/wp/cbtn/cisco-devnet-arrives-in-2020-what-to-expect/?utm_source=twitter.com&utm_medium=social&utm_campaign=blog&utm_content=blogpost
[5] https://www.cisco.com/c/en/us/solutions/enterprise-networks/ciscolive-2019-devnet-certification-software-defined-networking.html?dtid=esotwt000260&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2B
[4] http://www.cisco.com/
[4] https://www.wwt.com/all-blog/ansibleautomationciscodnacenter/?utm_source=social&utm_medium=twitter
[3] https://blogs.cisco.com/developer/stealthwatch-on-devnet
[3] https://www.youtube.com/watch?v=bHWot5n3IjM&feature=youtu.be

[3] https://developer.cisco.com/
[3] https://lnkd.in/gadUAkp

Top URLs in Tweet in G5:
[7] https://www.youtube.com/watch?v=nxuE3pm4Rtc&feature=youtu.be

[5] https://www.youtube.com/watch?v=23hPg88pZBo&feature=youtu.be

[4] https://www.udemy.com/python-network-programming-for-network-engineers-python-3/?couponCode=PYTHON3NOW
[3] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[2] https://docs.python.org/3.3/tutorial/datastructures.html
[2] http://thebroadcaststorm.libsyn.com/introducing-ciscos-devnet-certifications?tdest_id=624214
[2] http://thebroadcaststorm.libsyn.com/introducing-ciscos-devnet-certifications
[2] https://lnkd.in/g5g9gdY
[2] https://www.netacad.com/careers/webinars/opportunities-in-tech/programmability-devnet-webinar-series
[1] https://twitter.com/hfpreston/status/1160869386850357249

Top URLs in Tweet in G6:
[4] https://twitter.com/iota_dev/status/1148264885052235778
[2] https://devnet.thetangle.org/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.iota.org%2Fclient-libraries-and-iri-with-networking-rewrite-update-bf1dd4a8ba7
[1] https://github.com/iotaledger/iri/releases/tag/v1.8.0-DEVNET
[1] http://nodes.devnet.iota.org
[1] http://altnodes.devnet.iota.org
[1] https://machineeconomy.github.io/m2m.akitablock.io/
[1] https://www.reddit.com/r/Iota/comments/cao1d9/devnet_180_upgrade_has_completed_all_devnet_node/?utm_source=ifttt

Top URLs in Tweet in G7:
[7] http://njrusmc.net/course/course.html
[3] https://www.brighttalk.com/channel/17628/
[2] https://pypi.org/project/dnacentersdk/
[2] https://www.pluralsight.com/courses/getting-started-software-development-cisco-devnet
[1] https://www.youtube.com/channel/UC-uG1jdkoZg5PzgHGhb7_uA
[1] http://njrusmc.net/pub/pub.html
[1] https://twitter.com/allthecourses/status/1157122232625389568
[1] http://njrusmc.net/
[1] https://www.pluralsight.com/courses/automating-networks-ansible-right-way?clickid=&irgwc=1&mpid=1192644&utm_source=impactradius&utm_medium=digital_affiliate&utm_campaign=1192644&aid=7010a000001xAKZAA2
[1] https://www.pluralsight.com/courses/automating-networks-python?clickid=&irgwc=1&mpid=1192644&utm_source=impactradius&utm_medium=digital_affiliate&utm_campaign=1192644&aid=7010a000001xAKZAA2

Top URLs in Tweet in G8:
[9] https://www.youtube.com/watch?v=GTfLGXi9LDg&list=PLenh213llmcYxeX0s4hPUpkvOHe50EOPm

[6] https://video.cube365.net/c/914844
[6] https://video.cube365.net/c/912095
[6] https://video.cube365.net/c/911985
[4] https://www.youtube.com/watch?v=koWdyTxl_uc&list=PLenh213llmcYxeX0s4hPUpkvOHe50EOPm

[4] https://www.youtube.com/watch?v=IddsXXFAqak&list=PLenh213llmcYxeX0s4hPUpkvOHe50EOPm

[4] https://www.youtube.com/watch?v=cvg4wybqh7s&list=PLenh213llmcYQAK6-1W2TEyvhEONPqCBY&utm_content=buffer235a4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[3] https://www.youtube.com/watch?v=VpLwJd8qK3g&list=PLenh213llmcYQAK6-1W2TEyvhEONPqCBY

[3] https://video.cube365.net/c/915918
[2] https://www.youtube.com/watch?v=lf9HTPyXVCY&list=PLenh213llmcYxeX0s4hPUpkvOHe50EOPm


Top URLs in Tweet in G9:
[9] https://blog.horizen.global/horizens-first-sidechain-node-live-on-devnet/
[7] https://masternode.buzz/horizens-sidechain-node-goes-live-on-devnet/
[2] https://blog.horizen.global/horizens-first-sidechain-node-live-on-devnet/?utm_source=Social&utm_medium=Media&utm_campaign=Horizen-Mini-Node

Top URLs in Tweet in G10:
[4] https://twitter.com/davidbombal/status/1146539354388684801
[4] https://globalknowledge.smktg.jp/public/seminar/view/369
[3] https://developer.cisco.com/stealthwatch/
[2] https://lnkd.in/dw8aY6B
[2] https://blogs.cisco.com/developer/devnet-certifications-validate-skills
[1] https://www.youtube.com/watch?v=hLmG3NHqu4o&feature=youtu.be

[1] https://www.youtube.com/watch?v=23hPg88pZBo&feature=youtu.be

[1] https://twitter.com/davidbombal/status/1151856547405991936
[1] https://github.com/RunSi/DEVWKS-2601
[1] https://www.brighttalk.com/channel/17628/

Top Domains
Top Domains in Tweet in Entire Graph:
[954] cisco.com
[940] ziftsolutions.com
[248] youtube.com
[108] brighttalk.com
[93] lnkd.in
[83] twitter.com
[31] cube365.net
[25] spoto.info
[24] soundcloud.com
[19] adobe.com

Top Domains in Tweet in G1:
[594] cisco.com
[32] youtube.com
[23] brighttalk.com
[11] soundcloud.com
[4] pscp.tv
[3] facebook.com
[3] lnkd.in
[2] twitter.com
[2] networkcomputing.com
[1] ciscolive.com

Top Domains in Tweet in G2:
[363] ziftsolutions.com
[247] cisco.com
[136] youtube.com
[42] twitter.com
[38] brighttalk.com
[22] lnkd.in
[12] youtu.be
[11] soundcloud.com
[10] pscp.tv
[6] njrusmc.net

Top Domains in Tweet in G3:
[517] ziftsolutions.com
[59] lnkd.in
[42] cisco.com
[41] brighttalk.com
[25] spoto.info
[9] adobe.com
[8] reddit.com
[6] twitter.com
[5] co.uk
[4] youtube.com

Top Domains in Tweet in G4:
[34] cisco.com
[30] youtube.com
[9] cbtnuggets.com
[4] linkedin.com
[4] wwt.com
[3] twitter.com
[3] lnkd.in
[1] youtu.be
[1] thehouseofrouting.com
[1] brighttalk.com

Top Domains in Tweet in G5:
[12] youtube.com
[7] cisco.com
[5] libsyn.com
[4] udemy.com
[4] lnkd.in
[3] twitter.com
[2] python.org
[2] netacad.com
[1] duckduckgo.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[4] twitter.com
[2] iota.org
[2] thetangle.org
[1] medium.com
[1] github.com
[1] github.io
[1] reddit.com

Top Domains in Tweet in G7:
[9] njrusmc.net
[4] pluralsight.com
[3] youtube.com
[3] brighttalk.com
[2] pypi.org
[1] twitter.com
[1] soundcloud.com
[1] cisco.com
[1] jeremyfilliben.com
[1] youtu.be

Top Domains in Tweet in G8:
[31] cube365.net
[26] youtube.com
[1] futuredeveloper.io
[1] twitter.com
[1] cisco.com

Top Domains in Tweet in G9:
[11] horizen.global
[7] masternode.buzz

Top Domains in Tweet in G10:
[9] cisco.com
[7] twitter.com
[4] smktg.jp
[3] youtube.com
[2] lnkd.in
[1] github.com
[1] brighttalk.com
[1] soundcloud.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1210] devnet
[358] cisco
[300] ccna
[248] napalm
[174] python
[170] ccnp
[166] ciscochat
[124] gns3
[117] netdevops
[104] linux



Top Hashtags in Tweet in G1:
[226] napalm
[86] devnet
[24] devnetcert
[23] ciscochat
[14] ciscoimpact
[13] ciscocert
[11] automationexchange
[10] clus
[8] ciscochampions
[8] networkautomation

Top Hashtags in Tweet in G2:
[487] devnet
[114] netdevops
[109] ciscochat
[63] sdn
[49] ciscoimpact
[46] python
[42] ciscocert
[41] cisco
[35] networkautomation
[34] teamdevnet

Top Hashtags in Tweet in G3:
[86] devnet
[65] ciscodevnet
[41] ciscogateway
[32] clus
[30] ccie
[30] it
[27] ccna
[27] developers
[27] ccnp
[26] ciscochat

Top Hashtags in Tweet in G4:
[156] devnet
[14] cisco
[13] cbtntrainer
[11] ccna
[10] digitaliani
[9] ciscocert
[9] networking
[8] sdn
[8] ccnp
[8] iot

Top Hashtags in Tweet in G5:
[252] devnet
[239] ccna
[224] cisco
[125] ccnp
[119] gns3
[115] python
[96] linux
[54] ubuntu
[45] learnlinux
[7] ccie

Top Hashtags in Tweet in G6:
[35] iota
[26] devnet
[26] blockchain
[2] m2m
[2] dlt
[1] usecase
[1] virtuallab
[1] machineeconomy
[1] tangle

Top Hashtags in Tweet in G7:
[5] devnet
[1] sandbox
[1] ciscochampions
[1] devnetcert
[1] teamdevnet
[1] ciscochat
[1] netdevops
[1] python

Top Hashtags in Tweet in G8:
[34] devnet
[34] thecube
[30] cisco
[24] api
[22] enterprisetech
[20] cleur
[10] clus
[8] ciscodevnet
[7] kubernetes
[6] dnacenter

Top Hashtags in Tweet in G9:
[47] horizen
[40] sidechain

Top Hashtags in Tweet in G10:
[34] devnet
[24] pyats
[22] cisco
[18] virl
[18] virl2
[7] ciscose
[4] ネットワーク自動化
[2] ape_devnet
[2] clus
[2] ciscoaci

Top Words
Top Words in Tweet in Entire Graph:
[2437] Words in Sentiment List#1: Positive
[476] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[89478] Non-categorized Words
[92391] Total Words
[2341] cisco
[2198] devnet
[1978] ciscodevnet
[1208] #devnet
[992] network

Top Words in Tweet in G1:
[1220] ciscodevnet
[600] cisco
[527] support
[461] new
[372] certification
[322] 10
[318] webinar
[314] program
[312] network
[308] profile

Top Words in Tweet in G2:
[695] devnet
[626] cisco
[578] ciscodevnet
[485] #devnet
[366] automation
[357] network
[205] certifications
[185] new
[170] live
[165] learn

Top Words in Tweet in G3:
[705] devnet
[585] cisco
[213] software
[204] live
[186] certifications
[141] automation
[139] skills
[131] zone
[126] network
[120] stealthwatch

Top Words in Tweet in G4:
[188] cisco
[156] #devnet
[92] sit
[90] okay
[58] ciscodevnet
[42] new
[35] devnet
[25] network
[19] di
[17] keithbarkerccie

Top Words in Tweet in G5:
[252] #devnet
[245] gns3
[239] #ccna
[224] #cisco
[200] davidbombal
[125] #ccnp
[119] #gns3
[115] #python
[106] command
[103] comptia

Top Words in Tweet in G6:
[171] devnet
[115] iota_dev
[97] 1
[97] 8
[97] 0
[91] upgrade
[64] july
[56] network
[53] update
[49] maintenance

Top Words in Tweet in G7:
[78] cisco
[60] nickrusso42518
[56] devnet
[53] certified
[38] pluralsight
[29] associate
[26] signed
[25] 3
[24] s
[24] official

Top Words in Tweet in G8:
[86] thecube
[72] cisco
[35] devnet
[34] #devnet
[34] #thecube
[32] furrier
[30] #cisco
[30] ciscodevnet
[25] create
[24] #api

Top Words in Tweet in G9:
[56] node
[56] s
[52] horizenglobal
[49] first
[49] horizen
[47] #horizen
[40] excited
[40] announce
[40] #sidechain
[40] now

Top Words in Tweet in G10:
[34] #devnet
[24] #pyats
[24] ã
[22] #cisco
[21] ccieojisan
[18] virl2情報
[18] シンプルになったuiや軽くなったとことかいい感じ
[18] ちなみにvirl2のapiでpyatsのtestbed
[18] yamlが作成できるようになりますよ
[18] #virl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[698] network,automation
[484] ciscodevnet,cisco
[437] devnet,certifications
[399] certification,program
[343] new,certification
[333] cisco,live
[330] webinar,series
[328] cisco,webinar
[328] series,profile
[328] profile,each

Top Word Pairs in Tweet in G1:
[414] ciscodevnet,cisco
[307] new,certification
[307] certification,program
[301] cisco,webinar
[301] webinar,series
[301] series,profile
[301] profile,each
[301] each,10
[301] 10,exams
[301] exams,support

Top Word Pairs in Tweet in G2:
[244] network,automation
[125] automation,exchange
[124] devnet,certifications
[111] cisco,live
[90] devnet,zone
[80] devnet,certification
[79] champion,radio
[79] radio,podcast
[78] cisco,champion
[70] live,devnet

Top Word Pairs in Tweet in G3:
[166] cisco,live
[139] software,skills
[131] devnet,zone
[115] network,automation
[110] devnet,certifications
[95] cisco,stealthwatch
[94] live,devnet
[94] stealthwatch,launches
[94] launches,devnet
[86] cisco,champion

Top Word Pairs in Tweet in G4:
[90] okay,#devnet
[89] #devnet,sit
[88] cisco,okay
[15] cisco,devnet
[12] ciscodevnet,cisco
[10] cisco,#devnet
[9] new,#devnet
[9] #cisco,#devnet
[9] sviluppatori,che
[8] new,certification

Top Word Pairs in Tweet in G5:
[217] #ccna,#cisco
[215] #cisco,#devnet
[118] #devnet,#gns3
[118] #gns3,#ccnp
[118] #ccnp,gns3
[110] #python,#ccna
[68] see,figure
[67] displayed,press
[67] press,enter
[67] enter,see

Top Word Pairs in Tweet in G6:
[97] 1,8
[97] 8,0
[65] devnet,1
[60] iota_dev,devnet
[46] devnet,node
[44] 0,upgrade
[44] upgrade,completed
[44] completed,devnet
[44] node,operators
[44] operators,upgrade

Top Word Pairs in Tweet in G7:
[53] cisco,certified
[30] certified,devnet
[28] devnet,associate
[24] s,official
[24] official,signed
[24] signed,3
[24] 3,deals
[24] deals,pluralsight
[24] pluralsight,deliver
[24] deliver,complete

Top Word Pairs in Tweet in G8:
[33] cisco,devnet
[27] thecube,cisco
[20] #cleur,#thecube
[19] devnet,create
[18] thecube,#cleur
[17] happy,women
[17] women,tech
[17] tech,wednesday
[17] wednesday,thecube
[15] #thecube,#cisco

Top Word Pairs in Tweet in G9:
[49] horizen,s
[40] #horizen,excited
[40] excited,announce
[40] announce,first
[40] first,#sidechain
[40] #sidechain,node
[40] node,now
[40] now,up
[40] up,running
[40] running,big

Top Word Pairs in Tweet in G10:
[18] virl2情報,シンプルになったuiや軽くなったとことかいい感じ
[18] シンプルになったuiや軽くなったとことかいい感じ,ちなみにvirl2のapiでpyatsのtestbed
[18] ちなみにvirl2のapiでpyatsのtestbed,yamlが作成できるようになりますよ
[18] yamlが作成できるようになりますよ,#cisco
[18] #cisco,#virl
[18] #virl,#virl2
[18] #virl2,#pyats
[18] #pyats,#devnet
[17] ccieojisan,virl2情報
[12] ã,ã

Top Replied-To
Top Replied-To in Entire Graph:
@gns3
@ciscodevnet
@davidbombal
@silviakspiva
@cisco
@hfpreston
@battle_nerd_1
@labeveryday
@hugofthunder
@davidsamuelps

Top Replied-To in G1:
@ciscodevnet
@ciscolivelatam
@ciscoanz
@cisco
@monicaa2mx
@saxenaayush1
@adamradford123
@mpetrinovic
@stilgar
@ciscolivemel

Top Replied-To in G2:
@ciscodevnet
@silviakspiva
@hfpreston
@labeveryday
@battle_nerd_1
@cisco
@mythryll
@learningatcisco
@hugofthunder
@rich_bibby

Top Replied-To in G4:
@keithbarkerccie
@hugofthunder
@ciscodevnet
@bigevilbeard
@cisco
@compsolv
@doogiehowsy

Top Replied-To in G5:
@gns3
@davidbombal
@networkchuck
@moakintola
@nickrusso42518
@kennyrouter
@ciscconny

Top Replied-To in G7:
@josebogarin
@ciscodevnet
@jfilliben
@nickrusso42518

Top Replied-To in G8:
@lcooney

Top Replied-To in G10:
@ccieojisan
@gp_ifconfig

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@cisco
@davidbombal
@gns3
@silviakspiva
@iota_dev
@hfpreston
@comptia
@bigevilbeard
@nickrusso42518

Top Mentioned in G1:
@ciscodevnet
@silviakspiva
@johnamcdonough
@cisco
@patrickrockholz
@bhentschell
@susiewee
@hfpreston
@ciscolive
@eckelcu

Top Mentioned in G2:
@ciscodevnet
@silviakspiva
@bigevilbeard
@hfpreston
@cisco
@netdevopslive
@learningatcisco
@susiewee
@bhentschell
@devviebot

Top Mentioned in G3:
@rubencocheno

Top Mentioned in G4:
@cisco
@ciscodevnet
@ciscoitalia
@keithbarkerccie
@data_knox
@cbtnuggets
@youtube
@susiewee
@annhead1984
@labeveryday

Top Mentioned in G5:
@davidbombal
@gns3
@comptia
@ciscodevnet
@hfpreston
@cisco
@ciscochampion
@ubuntu
@codecademy
@networkchuck

Top Mentioned in G6:
@iota_dev
@akitablock
@iotatokennews
@reddit_iota
@thetangleorg
@durerus

Top Mentioned in G7:
@nickrusso42518
@pluralsight
@ciscodevnet
@hfpreston
@wendellodom
@josebogarin
@cisco
@techtrainertim
@irldexter
@bigevilbeard

Top Mentioned in G8:
@thecube
@ciscodevnet
@furrier
@dvellante
@stu
@susiewee
@cisco
@mandywhaley
@petuniagray
@lisamartintv

Top Mentioned in G9:
@horizenglobal
@robviglione
@masternode_buzz
@zennodeupdates

Top Mentioned in G10:
@ccieojisan
@kazumasaikuta
@ciscodevnet
@akira6592
@kitaratech
@ahmadabdelsamad
@davidbombal
@hfpreston
@juliodevops
@simingy

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@alerttrade
@cryptotraderpro
@sectest9
@gamergeeknews
@startupnws
@raumunz
@aaroncuddeback
@evanderburg
@biconnections

Top Tweeters in G1:
@raumunz
@adekleine
@stuffandplayx
@edimosip
@parvez1
@lardnerpepper
@hannaraptor
@vpaulve
@posypr
@acertijo

Top Tweeters in G2:
@market_screener
@aaroncuddeback
@santchiweb
@100xcode
@lufranlou
@gallifreyan
@lldzne
@adrinbot
@computehole
@ciscolive

Top Tweeters in G3:
@alerttrade
@cryptotraderpro
@startupnws
@evanderburg
@nerd_junkie_
@trumpathon
@carlarjenkins
@asciijpeditors
@alfreddelarosa
@techvisornl

Top Tweeters in G4:
@sectest9
@lalojimjuarez
@digitaldecoded1
@donatusedi
@doogiehowsy
@wil_bielert
@tundebharbs96
@fern_herrerajr
@fnicodemo
@alviarez191

Top Tweeters in G5:
@gamergeeknews
@hav99
@ovidiug
@securityblog
@solesupreme93
@kfalconspb
@ogatimi
@segnix
@gentoobot
@comatose_d

Top Tweeters in G6:
@jacobussystems
@hsianghui
@blzfda
@lopiratad
@magickomodo
@vuhungkt18
@gregmart
@accretionist
@durerus
@theissler

Top Tweeters in G7:
@responficient11
@irldexter
@pluralsight
@rmmhn
@collabsensei
@techtrainertim
@gkjohnmarkivey
@thescottajones
@dmeekindo
@theurbanpenguin

Top Tweeters in G8:
@tmmmarshall
@thecube
@sdxacademy
@commsninja
@furrier
@femtech_
@ctoadvisor
@lcooney
@ibmstorage
@stu

Top Tweeters in G9:
@robviglione
@masternodehq
@coinupdates
@stevey247
@danis1986ufa
@crypto_choochoo
@princeal_p
@adamlocklin
@horizenglobal
@meyerkenny

Top Tweeters in G10:
@masaru0714
@kurokumo
@noname0326
@regvn
@takureno13
@networkerslog
@akira6592
@kazumasaikuta
@billynmc
@itoooon