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devnet_2019-01-15_22-06-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2019
Short Description:
devnet via NodeXL http://bit.ly/2TRZAME
@ciscodevnet
@hfpreston
@networkchuck
@susiewee
@silviakspiva
@nickrusso42518
@valkan_devnet
@eyepvee6er
@arkecosystem
@bigevilbeard

Top hashtags:
#devnet
#netdevops
#smartcities
#cisco
#sdwan
#ciscolivela
#sih2019
#cleur
#sdn

Description:
Description
The graph represents a network of 2,718 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 Wednesday, 16 January 2019 at 06:07 UTC.

The requested start date was Wednesday, 16 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 62-day, 14-hour, 45-minute period from Wednesday, 14 November 2018 at 09:20 UTC to Wednesday, 16 January 2019 at 00:06 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 : 2718
Unique Edges : 4260
Edges With Duplicates : 3971
Total Edges : 8231
Number of Edge Types : 3
Mentions : 6840
Tweet : 1150
Replies to : 241
Self-Loops : 1150
Reciprocated Vertex Pair Ratio : 0.0497578159401145
Reciprocated Edge Ratio : 0.0947986577181208
Connected Components : 294
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 2115
Maximum Edges in a Connected Component : 7131
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.901287
Graph Density : 0.00064565000082602
Modularity : 0.419037
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[486] https://developer.cisco.com/learning-labs/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=ciscolivela-tuesday-video
[143] https://developer.cisco.com/events/websummit18/resources/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=websummit-susiewee-resourcesvideo
[106] https://www.youtube.com/watch?v=7UkkrNoZUwU&feature=youtu.be

[75] https://www.youtube.com/watch?v=S0jfZLobFdU&feature=youtu.be

[62] https://developer.cisco.com/join/ciscolivela2018
[53] https://blogs.cisco.com/developer/latin-america-technologists
[45] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[37] https://www.youtube.com/watch?v=lB_NjIzlg-U&feature=youtu.be

[31] https://blogs.cisco.com/developer/sd-wan-fundamentals
[29] https://blogs.cisco.com/developer/cisco-devnet-holiday-project-guide-2018

Top URLs in Tweet in G1:
[470] https://developer.cisco.com/learning-labs/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=ciscolivela-tuesday-video
[129] https://developer.cisco.com/events/websummit18/resources/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=websummit-susiewee-resourcesvideo
[35] https://www.youtube.com/watch?v=S0jfZLobFdU&feature=youtu.be

[23] https://www.youtube.com/watch?v=lB_NjIzlg-U&feature=youtu.be

[19] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[15] https://blogs.cisco.com/developer/sih-solutions-for-your-country
[11] https://blogs.cisco.com/developer/cisco-devnet-holiday-project-guide-2018?type=webcontent&articleId=123&CAMPAIGN=DevNet&Country_Site=GL&POSITION=SocialMedia&REFERRING_SITE=Twitter&CREATIVE=StuartClark
[10] https://devnetcreate.io/2019/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=tweet-create19-callforspeakers
[8] https://blogs.cisco.com/developer/latin-america-technologists
[6] https://blogs.cisco.com/developer/syntax-highlighting-on-code-exchange

Top URLs in Tweet in G2:
[56] https://developer.cisco.com/join/ciscolivela2018
[45] https://blogs.cisco.com/developer/latin-america-technologists
[33] https://www.youtube.com/watch?v=S0jfZLobFdU&feature=youtu.be

[27] https://blogs.cisco.com/developer/sd-wan-fundamentals
[24] https://developer.cisco.com/events/DevNet-Express-Barcelona-Security-01-2019/#/
[21] https://developer.cisco.com/smartcities/?utm_campaign=marketing&utm_source=ciscochat&utm_medium=jan10-smartcities
[20] https://blogs.cisco.com/developer/cisco-devnet-holiday-project-guide-2018
[17] https://blogs.cisco.com/developer/devnet_express_network_engineer
[14] https://devnetcreate.io/2019/?utm_campaign=create19&utm_source=otwitter-ww&utm_medium=tweet-create19-callforspeakers
[13] https://www.papercall.io/create

Top URLs in Tweet in G3:
[12] https://learningnetwork.cisco.com/blogs/community_cafe/2017/03/27/a-network-engineer-s-journey-in-programmability
[9] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/index.html
[6] http://newsletter3.devnet.fi/campaigns/lh284hg4fk651/web-version/ge9780qz0d2ae
[6] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/classic/dcclassic15.006december2018ooc.html#dc15-006decembertwentyeighteenooc
[6] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/index.html#id3
[6] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/index.html#classic-track
[6] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/continuous/dccontinuousdecember2018ooc.html
[6] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/classic/dcclassic17.011december2018ooc.html#dc17-011decembertwentyeighteenooc
[5] https://blogs.cisco.com/developer/cisco-devnet-holiday-project-guide-2018
[4] http://newsletter3.devnet.fi/campaigns/rh753222s5a08/web-version/ha00928t3o2e3

Top URLs in Tweet in G4:
[6] https://blogs.cisco.com/developer/sih-solutions-for-your-country
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=175268
[2] https://papercall.io/create
[2] https://twitter.com/abuissamohannad/status/1067663662117199873
[2] https://twitter.com/susiewee/status/1073961806853357568
[2] https://lnkd.in/fdK29BW
[2] https://developer.cisco.com/join/ciscolivela2018
[2] https://www.youtube.com/user/siliconangle
[2] https://www.thecube.net/guest/6ZFkPREcz6FCwHZam
[2] https://www.youtube.com/user/siliconangle?sub_confirmation=1

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

[1] https://twitter.com/NetworkChuck/status/1062386174147395586

Top URLs in Tweet in G6:
[5] https://lnkd.in/gndbjg2
[4] https://developer.cisco.com/events/websummit18/resources/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=websummit-susiewee-resourcesvideo
[4] https://developer.cisco.com/learning-labs/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=ciscolivela-tuesday-video
[4] https://blogs.cisco.com/developer/devnet-at-codemotion
[4] https://www.networkworld.com/article/3320937/sd-wan/cisco-fuses-sd-wan-security-and-cloud-services.html
[3] https://blogs.cisco.com/developer/sd-wan-fundamentals
[2] https://www.youtube.com/watch?v=lB_NjIzlg-U&feature=youtu.be

[2] https://twitter.com/annhead1984/status/1068077589040893953
[2] https://blogs.cisco.com/developer/smart-country
[2] https://it.finance.yahoo.com/notizie/cisco-codemotion-milano-novit%C3%A0-per-devnet-160319115.html?guccounter=1

Top URLs in Tweet in G7:
[6] https://medium.com/oasislabs/oasis-devnet-launch-d580f9e4c800
[4] https://www.computerweekly.com/blog/CW-Developer-Network/Developers-quench-thirst-for-computational-complexity-Oasis-Devnet
[4] https://sdtimes.com/softwaredev/sd-times-news-digest-alexa-hosted-skills-uber-becomes-gold-member-of-the-linux-foundation-and-oasis-devnet/
[3] http://docs.oasiscloud.io/en/latest/
[3] https://twitter.com/OasisLabs/status/1063142317870080001
[2] https://docs.oasiscloud.io/en/latest/
[2] https://zoom.us/webinar/register/4015432728726/WN_xHC0HbsiQEesCVdqhKCNmA
[2] https://twitter.com/oasislabs/status/1063142317870080001
[1] https://www.crypto-world.gr/en/altcoins-en/oasis-labs-blockchain-cloud-computing-privacy-platform
[1] https://www.crypto-world.gr/en/altcoins-en/oasis-labs-blockchain-cloud-computing-privacy-platform/

Top URLs in Tweet in G8:
[2] https://yamlfornetworkengineers.com/
[2] http://www.openculture.com/2018/01/hear-hours-of-lectures-by-michel-foucault.html
[2] https://www.politico.com/magazine/story/2013/12/aaron-swartz-obituary-101418
[1] https://twitter.com/farbodsaraf/status/1069837965109719041
[1] https://twitter.com/garayam/status/1070677862636752896
[1] https://www.youtube.com/watch?v=17KgPwX3ls4&feature=youtu.be

[1] http://donate.unhcr.org/international/neilgaiman/?utm_source=twitter-NeilV11&utm_medium=social&utm_campaign=CelebNeil
[1] https://buff.ly/2Q8oev2
[1] https://bloom.bg/2TqyGuL
[1] https://bit.ly/2RC6nci

Top URLs in Tweet in G9:
[1] https://medium.com/@adeldemeyer/daps-coin-poa-is-alive-striving-to-be-the-new-standard-for-privacy-coins-d6f7b0fd22b1

Top URLs in Tweet in G10:
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a99825767bf2bc70167c7b9738a5306&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdocumenting-network-automation
[1] https://www.youtube.com/watch?v=LYbUm3eGKuE

[1] https://learninglabs.cisco.com/tracks/devnet-express-security
[1] https://dy.si/bJrh2
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a998309682b7bfc01682f3b6c884b66&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdevnet-at-codemotion
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a99824266efa4c20166f50eb2a95410&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdevnet-connect-lisbon
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a9982a3672f3857016755ecc3bd568f&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdev-portal-award
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a9982b2679b3bb30167a41348df0f4d&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fdev-portal-award
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a9982c267cd92ce0167d272450f1942&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fpartner-summit-2018-news
[1] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8af12891527ea4a90152879ef5664bf8?cid=8a99825767bf2bc70167c7b96c3a5260&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fcisco-devnet-holiday-project-guide-2018

Top Domains
Top Domains in Tweet in Entire Graph:
[1192] cisco.com
[403] youtube.com
[251] ziftsolutions.com
[228] lnkd.in
[140] dy.si
[111] twitter.com
[93] adobe.com
[78] facebook.com
[44] kentico.com
[37] devnetcreate.io

Top Domains in Tweet in G1:
[702] cisco.com
[94] youtube.com
[16] lnkd.in
[10] devnetcreate.io
[7] dy.si
[6] twitter.com
[4] crn.com
[4] papercall.io
[3] pscp.tv
[2] t.co

Top Domains in Tweet in G2:
[369] cisco.com
[166] youtube.com
[114] lnkd.in
[61] twitter.com
[26] dy.si
[25] devnetcreate.io
[16] webex.com
[13] papercall.io
[11] facebook.com
[10] youtu.be

Top Domains in Tweet in G3:
[229] ziftsolutions.com
[61] facebook.com
[59] lnkd.in
[58] cisco.com
[57] adobe.com
[36] dy.si
[13] kentico.com
[12] wordpress.com
[11] devnet.fi
[6] twitter.com

Top Domains in Tweet in G4:
[50] dy.si
[22] lnkd.in
[16] twitter.com
[11] cisco.com
[8] youtube.com
[7] nodexlgraphgallery.org
[4] thecube.net
[3] cube365.net
[2] papercall.io
[1] facebook.com

Top Domains in Tweet in G5:
[105] youtube.com
[1] twitter.com

Top Domains in Tweet in G6:
[27] cisco.com
[11] dy.si
[9] lnkd.in
[5] youtube.com
[4] twitter.com
[4] networkworld.com
[2] yahoo.com
[2] instagram.com
[1] eventbrite.it
[1] com.hk

Top Domains in Tweet in G7:
[10] medium.com
[9] twitter.com
[5] computerweekly.com
[5] oasiscloud.io
[4] sdtimes.com
[3] zoom.us
[2] crypto-world.gr
[2] youtube.com
[1] oasislabs.com

Top Domains in Tweet in G8:
[4] youtube.com
[2] yamlfornetworkengineers.com
[2] twitter.com
[2] openculture.com
[2] politico.com
[2] bit.ly
[1] unhcr.org
[1] buff.ly
[1] bloom.bg
[1] njrusmc.net

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

Top Domains in Tweet in G10:
[11] ziftsolutions.com
[1] youtube.com
[1] cisco.com
[1] dy.si

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2551] devnet
[334] netdevops
[315] smartcities
[246] cisco
[246] sdwan
[233] ciscolivela
[143] sih2019
[120] cleur
[95] sdn
[89] bethebridge



Top Hashtags in Tweet in G1:
[1044] devnet
[277] smartcities
[93] sih2019
[62] sdwan
[20] ciscolivela
[16] codemotion
[15] devnetexpress
[14] cleur
[13] cisco
[13] devnetcreate

Top Hashtags in Tweet in G2:
[1019] devnet
[208] netdevops
[201] ciscolivela
[162] cisco
[113] sdwan
[93] cleur
[90] sdn
[80] bethebridge
[57] ciscose
[49] ciscochat

Top Hashtags in Tweet in G3:
[67] devnet
[12] ciscocert
[9] ciscolivela
[7] cisco
[7] ciscose
[7] ciscowebex
[7] developers
[5] cleur
[5] ciscodevnet
[3] netdevops

Top Hashtags in Tweet in G4:
[139] devnet
[47] sdwan
[41] ciscops18
[34] ark
[24] sih2019
[21] cisco
[13] ff
[11] thecube
[9] ciscose
[8] womenintech

Top Hashtags in Tweet in G5:
[109] devnet
[108] netdevops
[2] cisco
[1] api
[1] sdn
[1] labeveryday
[1] unicorn
[1] ciscoaci
[1] kubernetes
[1] sandbox

Top Hashtags in Tweet in G6:
[107] devnet
[34] codemotion
[15] sdwan
[12] devnetexpress
[10] cisco
[8] wit
[8] digitaliani
[6] milano
[6] women
[6] diverse

Top Hashtags in Tweet in G7:
[2] blockchain
[2] cryptocurrency
[2] smartcontracts
[2] devcon4
[2] devnetdeepdive
[1] announcement
[1] devnet
[1] privacy
[1] cryptocurrencynews
[1] cryptonews

Top Hashtags in Tweet in G8:
[1] google
[1] openyoureyes
[1] wakeup
[1] wikirevolution
[1] revolution

Top Hashtags in Tweet in G9:
[1] blockchain

Top Hashtags in Tweet in G10:
[7] devnet
[5] campfire
[5] woosleyfire
[3] labeveryday
[1] python
[1] automation
[1] networkingfortheculture
[1] cisco
[1] clus
[1] redcross

Top Words
Top Words in Tweet in Entire Graph:
[4111] Words in Sentiment List#1: Positive
[556] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[93113] Non-categorized Words
[97781] Total Words
[4087] devnet
[2178] cisco
[2100] ciscodevnet
[1127] learn
[953] provides

Top Words in Tweet in G1:
[1279] devnet
[1188] ciscodevnet
[910] learn
[893] cisco
[879] provides
[719] learning
[683] free
[626] labs
[601] tutorial
[601] style

Top Words in Tweet in G2:
[1382] devnet
[713] ciscodevnet
[645] cisco
[234] netdevops
[218] silviakspiva
[201] ciscolivela
[164] code
[162] hfpreston
[156] devnetcreate
[147] learn

Top Words in Tweet in G3:
[517] devnet
[186] cisco
[134] ð
[88] network
[67] partners
[66] developer
[65] working
[65] ø
[64] innovate
[64] differentiate

Top Words in Tweet in G4:
[214] devnet
[142] cisco
[100] susiewee
[63] ciscodevnet
[47] sdwan
[45] sih2019
[45] thecube
[41] ciscops18
[39] arkecosystem
[37] full

Top Words in Tweet in G5:
[109] devnet
[108] netdevops
[107] networkchuck
[106] entered
[106] win
[106] elegoo_official
[106] arduino
[106] starter
[106] kit
[106] gt

Top Words in Tweet in G6:
[163] devnet
[134] cisco
[96] ciscodevnet
[48] ciscoitalia
[41] codemotion
[30] out
[30] codemotionit
[29] presidio
[25] susiewee
[25] check

Top Words in Tweet in G7:
[113] devnet
[107] oasis
[79] oasislabs
[59] launched
[58] new
[43] platform
[40] latest
[39] announcement
[39] version
[38] includes

Top Words in Tweet in G8:
[10] duckduckgo
[9] protonmail
[9] valkan_devnet
[7] one
[6] capitalism
[5] fssofdeath
[5] pinkjev
[5] thing
[5] workers
[5] firefox

Top Words in Tweet in G9:
[48] harpocrates
[48] protocol
[48] now
[48] live
[48] devnet
[48] poa
[48] miners
[48] working
[48] intended
[48] closed

Top Words in Tweet in G10:
[23] labeveryday
[23] devnet
[18] out
[17] cisco_panther
[15] ccnp
[14] completed
[14] thank
[14] god
[14] grace
[14] understanding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1215] cisco,devnet
[951] ciscodevnet,learn
[946] devnet,provides
[677] learning,labs
[643] free,learning
[634] labs,cisco
[633] learn,pace
[633] provides,tutorial
[633] tutorial,style
[632] pace,free

Top Word Pairs in Tweet in G1:
[881] ciscodevnet,learn
[879] devnet,provides
[762] cisco,devnet
[626] learning,labs
[611] free,learning
[601] provides,tutorial
[601] tutorial,style
[600] learn,pace
[600] pace,free
[600] labs,cisco

Top Word Pairs in Tweet in G2:
[162] cisco,devnet
[78] devnet,zone
[73] devnet,ciscolivela
[71] netdevops,devnet
[67] devnet,ciscodevnet
[63] project,guide
[63] sd,wan
[59] devnet,sdn
[57] ciscodevnet,learn
[56] devnet,provides

Top Word Pairs in Tweet in G3:
[130] cisco,devnet
[87] ð,ð
[64] devnet,working
[64] working,partners
[64] partners,innovate
[64] innovate,differentiate
[51] devnet,wins
[51] developer,portal
[50] wins,best
[50] best,overall

Top Word Pairs in Tweet in G4:
[61] cisco,devnet
[32] ark,core
[32] core,testathon
[32] testathon,ended
[32] ended,full
[32] full,week
[32] week,testing
[32] testing,here
[32] here,recap
[32] recap,including

Top Word Pairs in Tweet in G5:
[106] entered,win
[106] win,elegoo_official
[106] elegoo_official,arduino
[106] arduino,starter
[106] starter,kit
[106] kit,networkchuck
[106] networkchuck,gt
[106] gt,enter
[106] enter,here
[105] here,devnet

Top Word Pairs in Tweet in G6:
[46] cisco,devnet
[24] check,out
[18] ciscoitalia,cisco
[17] study,group
[15] project,guide
[14] backpack,challenge
[14] cisco,meraki
[13] codemotionit,ciscodevnet
[13] sd,wan
[13] ciscoitalia,codemotion

Top Word Pairs in Tweet in G7:
[95] oasis,devnet
[51] launched,oasis
[39] announcement,launched
[38] devnet,latest
[38] latest,version
[38] version,platform
[38] platform,includes
[38] includes,entirely
[38] entirely,new
[37] oasislabs,announcement

Top Word Pairs in Tweet in G8:
[5] fssofdeath,pinkjev
[5] firefox,torproject
[5] torproject,protonvpn
[5] protonvpn,nordvpn
[5] nordvpn,signalapp
[5] signalapp,xmpp
[5] xmpp,threemaapp
[5] threemaapp,archlinux
[5] archlinux,qubesos
[5] qubesos,tails_live

Top Word Pairs in Tweet in G9:
[48] harpocrates,protocol
[48] protocol,now
[48] now,live
[48] live,devnet
[48] devnet,poa
[48] poa,miners
[48] miners,working
[48] working,intended
[48] intended,closed
[48] closed,beta

Top Word Pairs in Tweet in G10:
[14] ccnp,completed
[14] completed,thank
[14] thank,god
[14] god,grace
[14] grace,understanding
[14] understanding,shout
[14] shout,out
[14] out,techlaydee
[14] techlaydee,jaredmauck
[14] jaredmauck,labeveryday

Top Replied-To
Top Replied-To in Entire Graph:
@ciscodevnet
@silviakspiva
@susiewee
@ciscokiwi
@valkan_devnet
@ciscoliveeurope
@bigevilbeard
@cisco
@jason_gooley
@dmfigol

Top Replied-To in G1:
@ciscodevnet
@ciscoanz
@chara_kontaxi
@kalhl
@vickibatka

Top Replied-To in G2:
@silviakspiva
@ciscokiwi
@ciscodevnet
@susiewee
@bigevilbeard
@ciscoliveeurope
@jason_gooley
@dmfigol
@mandywhaley
@davidbombal

Top Replied-To in G4:
@susiewee
@gallifreyan
@silviakspiva
@jbarouch

Top Replied-To in G6:
@cisco
@chuckrobbins
@jcleblanc
@evankirstel
@gp_ifconfig
@emercada
@yutongchen_tina
@all_thingsapple
@hfpreston

Top Replied-To in G7:
@kryha_io
@oasislabs
@cryptocatalyst2

Top Replied-To in G8:
@valkan_devnet
@bravadorl
@metalinjection
@edu4rdshl
@fssofdeath
@sensanders
@motherboard
@gojiramusic
@hannah_chutzpah
@sheeraf

Top Replied-To in G10:
@stevedrz
@labeveryday

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@susiewee
@silviakspiva
@cisco
@hfpreston
@devnetcreate
@davidbombal
@networkchuck
@elegoo_official

Top Mentioned in G1:
@ciscodevnet
@davidbombal
@silviakspiva
@devnetcreate
@ciscokiwi
@susiewee
@cisco
@hfpreston

Top Mentioned in G2:
@ciscodevnet
@silviakspiva
@hfpreston
@susiewee
@cisco
@devnetcreate
@netdevopslive
@ciscolivelatam
@bigevilbeard
@aidevnet

Top Mentioned in G3:
@devnet_sa

Top Mentioned in G4:
@susiewee
@ciscodevnet
@arkecosystem
@cisco
@sih2019
@thecube
@i4cindia
@guykawasaki
@josebogarin
@abogarins

Top Mentioned in G5:
@networkchuck
@elegoo_official
@arduino
@hfpreston
@ciscodevnet
@davidbombal
@faeizm1

Top Mentioned in G6:
@ciscodevnet
@cisco
@ciscoitalia
@codemotionit
@susiewee
@annhead1984
@presidio
@meraki
@maticmind
@jlkratky

Top Mentioned in G7:
@oasislabs
@dawnsongtweets
@computerweekly
@dfinity
@abridgwater
@bytesizecapital
@compute
@sdtimes
@oasislab
@_christychoi

Top Mentioned in G8:
@protonmail
@duckduckgo
@pinkjev
@firefox
@torproject
@protonvpn
@nordvpn
@signalapp
@xmpp
@threemaapp

Top Mentioned in G9:
@freud_of_daps

Top Mentioned in G10:
@labeveryday
@cisco_panther
@techlaydee
@jaredmauck
@showipintb
@ciscodevnet
@hfpreston
@jason_gooley
@netdiagram101
@nikkimegaplaza

Top Tweeters
Top Tweeters in Entire Graph:
@market_screener
@piyuanker12
@robre62
@myalliesnews
@evankirstel
@blkberrycastle
@razzletazzlemag
@pedrocantue
@ottlegalrebels
@politicalhedge

Top Tweeters in G1:
@piyuanker12
@blkberrycastle
@pedrocantue
@nuraz_wawa
@dknxsmph
@raumunz
@creativattack
@tortugadiaz
@madhureshsethi
@mrityun02359258

Top Tweeters in G2:
@ottlegalrebels
@calcaware
@beverlynotmypre
@trippbraden
@threadreaderapp
@dreammex
@technowornever
@ham_gretsky
@cool_golang
@verizon

Top Tweeters in G3:
@market_screener
@myalliesnews
@razzletazzlemag
@politicalhedge
@guzmanadrian
@evanderburg
@hedgebz
@hedgely
@brokencodebot
@cryptow1re

Top Tweeters in G4:
@mjoehlerich
@yamatho2
@guykawasaki
@fmfrancoise
@wiredferret
@canva
@thecube
@mercedesbenz
@furrier
@spencerleone

Top Tweeters in G5:
@geo876
@dspin67
@arduino
@sergi2
@running0nempte
@beren_camlost
@retrobeats18
@jamesbeards
@ducktapepilot
@d_black84

Top Tweeters in G6:
@evankirstel
@startzai
@dez_blanchfield
@kevin_jackson
@cdwgwagov
@westsideseo
@womenintechchat
@zkerravala
@codemotionit
@vronikrr

Top Tweeters in G7:
@kelco07540774
@sdtimes
@i_amcrypto_king
@abridgwater
@serqei2408
@computerweekly
@zmanian
@linuxfoundation
@xavieriturralde
@vietlq

Top Tweeters in G8:
@neilhimself
@motherboard
@openculture
@marcarazo
@viceenespanol
@mpigliucci
@hannah_chutzpah
@metalinjection
@firefox
@cloudflare

Top Tweeters in G9:
@theiexplorers
@subnetzero
@cyclingcrypto
@jeroendebeer1
@paddystash
@cristino2017
@blanksmacor
@maxmad19701
@wilbe1234
@nanyna221

Top Tweeters in G10:
@responficient11
@santchiweb
@freshswagg90
@decentinho
@badie_mann88
@cbtnuggets
@quequsefa
@oskinton
@thescottajones
@kloppyo


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