devnet, Twitter, 3/13/2019 6:31:18 AM, 190151


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devnet_2019-03-12_22-20-54.xlsx
devnet_2019-03-12_22-20-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 13, 2019
Short Description:
devnet via NodeXL http://bit.ly/2TD5SDZ
@ciscodevnet
@hfpreston
@silviakspiva
@susiewee
@fmfrancoise
@valkan_devnet
@bigevilbeard
@dashpay
@skalelabs
@nodexl

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

Description:
Description
The graph represents a network of 2,557 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, 13 March 2019 at 05:22 UTC.

The requested start date was Wednesday, 13 March 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 40-day, 4-hour, 54-minute period from Thursday, 31 January 2019 at 18:56 UTC to Tuesday, 12 March 2019 at 23:51 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 : 2557
Unique Edges : 4076
Edges With Duplicates : 4470
Total Edges : 8546
Number of Edge Types : 3
Mentions : 7329
Replies to : 275
Tweet : 942
Self-Loops : 942
Reciprocated Vertex Pair Ratio : 0.0562472209871054
Reciprocated Edge Ratio : 0.10650389391707
Connected Components : 253
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 2118
Maximum Edges in a Connected Component : 7824
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.719689
Graph Density : 0.000726931440465677
Modularity : 0.36917
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[331] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[225] https://developer.cisco.com/events/cleur19/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=cleur19-video-thursday
[161] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[89] https://developer.cisco.com/ciscolive
[86] https://developer.cisco.com/join/clmel19
[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
[48] https://developer.cisco.com/devnetcreate/2019/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=tweet-devnetcreate
[48] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[36] https://developer.cisco.com/events/clmel19/
[29] https://www.pscp.tv/w/b0hcADQ2MDQ1MDR8MXlOR2FPUXZSWVd4apiC20nxWY60EdtEfIE-RKlTKAVxGihkJeHhwgtWFGxE

Top URLs in Tweet in G1:
[308] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[186] https://developer.cisco.com/events/cleur19/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=cleur19-video-thursday
[143] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[51] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-demo
[22] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[12] https://blogs.cisco.com/developer/dna-center-pnp-part-6
[11] https://developer.cisco.com/ciscolive
[10] https://blogs.cisco.com/developer/netconf-restconf-yang-sessions-coming-to-clmel
[10] https://developer.cisco.com/join/clmel19
[9] https://blogs.cisco.com/zzfeatured/cisco-announces-the-next-generation-industrial-iot-switching-and-routing-platforms

Top URLs in Tweet in G2:
[73] https://developer.cisco.com/join/clmel19
[73] https://developer.cisco.com/ciscolive
[40] https://developer.cisco.com/devnetcreate/2019/?utm_campaign=marketing&utm_source=otwitter-ww&utm_medium=tweet-devnetcreate
[31] https://developer.cisco.com/events/clmel19/
[22] https://www.youtube.com/watch?v=Ug6Wk7hYJew&feature=youtu.be

[17] https://blogs.cisco.com/developer/cisco-live-melbourne-devnet-zone-where-is-silvia
[14] https://blogs.cisco.com/developer/ciscochat-live-devnet-down-under
[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/devnet_express_network_engineer
[12] https://developer.cisco.com/events/cleur19/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=cleur19-video-thursday

Top URLs in Tweet in G3:
[24] https://developer.cisco.com/events/cleur19/?utm_campaign=marketing&utm_source=ptwitter-ww&utm_medium=cleur19-video-thursday
[12] https://www.computerweekly.com/news/252457087/Coders-and-developers-the-new-heroes-of-the-network
[10] https://dtlab.unina.it/
[9] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[8] https://video.cube365.net/c/912095
[8] https://www.youtube.com/watch?v=KGgUO-m1Y9Q&list=PLenh213llmcbZNb5alrtxguBwFp8_Q_iO

[5] https://developer.cisco.com/events/clmel19/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-welcomevideo
[3] https://devnetcreate.io/
[3] https://video.cube365.net/c/912093
[3] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-demo

Top URLs in Tweet in G4:
[9] https://www.theblockcrypto.com/2019/02/13/ethereum-sidechain-solution-skale-labs-releases-devnet/
[3] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/continuous/dccontinuousfebruary2019ooc.html
[3] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/classic/dcclassic15.006february2019.html
[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
[2] http://www.candidatehunter.com/jobs/?q=Technical+Sales+Engineer-+Dev+Net&l=Dallas+TX+USA&z=&tw=&k=
[2] https://www.adobe.com/devnet/pdf/pdf_reference_archive.html
[2] https://hedgeaccordingly.com/skale-labs-releases-the-skale-devnet-decentralized-web-services-for-dapp-developers-at-ethdenver-hackathon/
[2] https://learningnetwork.cisco.com/blogs/community_cafe/2017/03/27/a-network-engineer-s-journey-in-programmability

Top URLs in Tweet in G5:
[9] https://www.cisco.com/c/m/ja_jp/lp/cdjd2019.html
[8] https://devnetsandbox.cisco.com/Account/Login?ReturnUrl=/RM/Diagram/Index/6b023525-4e7f-4755-81ae-05ac500d464a?diagramType=Topology&diagramType=Topology
[5] https://developer.cisco.com/ciscolive
[5] https://developer.cisco.com/codeexchange/github/repo/CiscoDevNet/multi-domain-api/?utm_campaign=mkt-twitter&utm_source=ptwitter-ww&utm_medium=clmel-automation-video
[4] http://cheezburger.com/7384181248?utm_sq=fp1kbseaf0
[4] https://www.economist.com/graphic-detail/2018/07/26/python-is-becoming-the-worlds-most-popular-coding-language?utm_sq=ftset64o4u
[4] https://learninglabs.cisco.com/modules/sdx-intro-nxos?utm_sq=fpzi4m7hxb
[3] https://try.github.io/levels/1/challenges/1?utm_sq=fp1i2u955l
[3] https://developer.cisco.com/codeexchange/github/repo/GoreNetwork/ACI-error-checking?utm_sq=futpt82y32&utm_campaign=otwitter_hankpreston&utm_source=twitter&utm_medium=codeexchange
[3] https://dcgubbins.com/portfolio/whos-that-girl/?utm_sq=fp1j9856xn

Top URLs in Tweet in G6:
[7] https://app.near.ai/amsuwo78d/
[6] https://studio.nearprotocol.com/
[5] https://zoom.us/webinar/register/WN_K_E0Wvx4TU6HV4j0JzsR5A
[4] https://www.meetup.com/Denver-NEAR-Protocol-Developers-Group/events/258574772/
[3] https://www.eventbrite.nl/e/building-the-new-web-denver-edition-unofficial-kickoff-buidlweek-colorado-tickets-52955353889?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=escb&utm-source=cp&utm-term=listing
[2] https://near.ai/03fb1
[1] https://www.meetup.com/ABC-Blockchain-Community-Meetup/events/258549823/
[1] https://www.meetup.com/Oakland-Blockchain-Developers-Meetup/events/258591261/
[1] https://near.ai/fd86a
[1] https://www.pscp.tv/w/b0c6YTFZTEtKT1lrQUF3ak58MU93eFdPUVBZV1F4Ub5JMcqOX6Tl0wtkB2eN8F6mbJGJZ9PWoKLF-cftUVjx

Top URLs in Tweet in G7:
[2] https://www.zdnet.com/article/russia-to-disconnect-from-the-internet-as-part-of-a-planned-test/
[2] https://motherboard.vice.com/en_us/article/qvyvzd/amazons-home-security-company-is-turning-everyone-into-cops
[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
[1] https://www.nytimes.com/2019/01/26/business/against-hustle-culture-rise-and-grind-tgim.html
[1] https://twitter.com/jamesmelville/status/1101470056373014533
[1] https://buff.ly/2Cb64Q8
[1] https://buff.ly/2SxBdax
[1] https://www.brainpickings.org/2017/04/26/the-mushroom-hunters-neil-gaiman/
[1] https://edition.cnn.com/2019/03/02/europe/world-bank-gender-equality-report-intl/index.html

Top URLs in Tweet in G8:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.dash.org%2Fproduct-update-january-31-2019-e473748cebff
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.dash.org%2Fproduct-update-march-7-2019-549ccd8674a3
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.dash.org%2Fproduct-update-february-7-2019-204e9e33da20
[1] https://blog.dash.org/product-update-january-31-2019-e473748cebff

Top URLs in Tweet in G9:
[14] https://www.theblockcrypto.com/2019/02/13/ethereum-sidechain-solution-skale-labs-releases-devnet/
[2] https://messari.io/article/ethereum-sidechain-solution-skale-labs-releases-devnet
[1] https://www.reddit.com/r/ethereum/comments/an31ld/are_there_any_dangers_to_using_the_same_account/
[1] https://twitter.com/skalelabs/status/1103043466458624001

Top URLs in Tweet in G10:
[25] https://www.pscp.tv/w/b0hcADQ2MDQ1MDR8MXlOR2FPUXZSWVd4apiC20nxWY60EdtEfIE-RKlTKAVxGihkJeHhwgtWFGxE
[1] https://www.pscp.tv/w/b0hdxzM4NTQwNDV8MXlOR2FPUXZSWVd4akvk3fPjTRk4uAYLqM_K7Dspe9Z4Ptc1yyG1pjYfiPZO?t=7m34s

Top Domains
Top Domains in Tweet in Entire Graph:
[1502] cisco.com
[256] youtube.com
[171] lnkd.in
[130] ziftsolutions.com
[109] twitter.com
[51] pscp.tv
[49] adobe.com
[42] dy.si
[37] cube365.net
[25] computerweekly.com

Top Domains in Tweet in G1:
[847] cisco.com
[59] youtube.com
[6] twitter.com
[4] forbes.com
[4] netacad.com
[3] pscp.tv
[3] github.com
[3] dy.si
[2] computerweekly.com
[2] lnkd.in

Top Domains in Tweet in G2:
[494] cisco.com
[151] youtube.com
[82] lnkd.in
[61] twitter.com
[17] pscp.tv
[14] cube365.net
[8] forbes.com
[8] com.au
[8] twitch.tv
[7] github.com

Top Domains in Tweet in G3:
[49] cisco.com
[22] cube365.net
[15] computerweekly.com
[14] twitter.com
[10] youtube.com
[10] unina.it
[5] nodexlgraphgallery.org
[3] devnetcreate.io
[2] thecube.net
[2] meetup.com

Top Domains in Tweet in G4:
[130] ziftsolutions.com
[43] lnkd.in
[27] cisco.com
[26] dy.si
[25] adobe.com
[18] facebook.com
[9] theblockcrypto.com
[6] youtube.com
[6] kentico.com
[5] hostingjournalist.com

Top Domains in Tweet in G5:
[73] cisco.com
[23] youtube.com
[18] bit.ly
[15] twitter.com
[13] dcgubbins.com
[13] lnkd.in
[10] kentico.com
[4] cheezburger.com
[4] economist.com
[3] github.io

Top Domains in Tweet in G6:
[12] near.ai
[7] meetup.com
[6] nearprotocol.com
[5] zoom.us
[4] pscp.tv
[3] eventbrite.nl
[2] harmony.one
[1] twitter.com
[1] github.com
[1] medium.com

Top Domains in Tweet in G7:
[2] zdnet.com
[2] vice.com
[2] delfino.cr
[2] theguardian.com
[2] buff.ly
[1] nytimes.com
[1] twitter.com
[1] brainpickings.org
[1] cnn.com
[1] ow.ly

Top Domains in Tweet in G8:
[4] medium.com
[1] dash.org

Top Domains in Tweet in G9:
[14] theblockcrypto.com
[2] messari.io
[1] reddit.com
[1] twitter.com

Top Domains in Tweet in G10:
[26] pscp.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1703] devnet
[1042] clmel
[314] cleur
[270] netdevops
[199] ciscose
[190] cisco
[175] ciscochat
[163] ciscochampion
[104] devnetcreate
[96] sdn



Top Hashtags in Tweet in G1:
[444] clmel
[142] devnet
[61] security
[34] cleur
[24] ciscose
[23] ciscodna
[18] devnetexpress
[14] sdwan
[12] networking
[11] ciscochat

Top Hashtags in Tweet in G2:
[1031] devnet
[509] clmel
[156] cleur
[152] ciscose
[134] ciscochampion
[114] ciscochat
[113] netdevops
[104] cisco
[84] devnetcreate
[50] earlybird

Top Hashtags in Tweet in G3:
[110] devnet
[51] cleur
[32] cisco
[20] thecube
[16] clmel
[10] ciscochampion
[10] netacad
[9] api
[8] ciscodevnet
[6] sdwan

Top Hashtags in Tweet in G4:
[75] devnet
[19] cisco
[15] ciscochat
[10] clmel
[7] sdwan
[7] cleur
[7] ciscopartner
[7] iot
[5] ai
[5] ciscose

Top Hashtags in Tweet in G5:
[230] devnet
[141] netdevops
[61] sdn
[60] cleur
[44] clmel
[33] sandbox
[14] ciscoaci
[13] kubernetes
[12] cisconexus
[12] cisco

Top Hashtags in Tweet in G6:
[24] futureisnear
[16] buidlweek
[15] blockchain
[13] devnet
[7] opensource
[5] ethdenver
[4] oakland
[3] meetup
[3] sunnyvale
[2] dapps

Top Hashtags in Tweet in G7:
[2] lssc
[2] cri
[2] movingtothecloudcr
[2] surveillance
[2] amazon
[2] internationalwomensday

Top Hashtags in Tweet in G8:
[23] dash
[3] fintech
[1] payments
[1] crypto
[1] pa
[1] cryptocurrency
[1] blockchain

Top Hashtags in Tweet in G9:
[20] ethereum
[19] skale
[19] scalability
[1] web3
[1] mainnet
[1] ethdenver

Top Hashtags in Tweet in G10:
[27] ciscochat
[2] devnet
[2] clmel
[1] merakimission

Top Words
Top Words in Tweet in Entire Graph:
[3675] Words in Sentiment List#1: Positive
[598] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[98407] Non-categorized Words
[102680] Total Words
[3468] devnet
[2210] cisco
[2197] ciscodevnet
[1043] clmel
[787] live

Top Words in Tweet in G1:
[1121] ciscodevnet
[826] cisco
[584] devnet
[481] labs
[457] apis
[444] clmel
[405] learning
[369] using
[365] wan
[362] vmanage

Top Words in Tweet in G2:
[1356] devnet
[654] ciscodevnet
[609] cisco
[510] clmel
[333] silviakspiva
[307] ciscolivemel
[251] live
[239] zone
[178] ciscochampion
[169] devnetcreate

Top Words in Tweet in G3:
[544] devnet
[421] cisco
[318] ciscodevnet
[271] susiewee
[157] using
[156] change
[154] cto
[151] innovation
[151] business
[146] svp

Top Words in Tweet in G4:
[304] devnet
[191] cisco
[82] exchange
[76] introducing
[42] live
[32] learning
[28] zone
[26] apis
[26] real
[26] silvia

Top Words in Tweet in G5:
[326] devnet
[165] hfpreston
[152] netdevops
[102] cisco
[82] network
[73] programmability
[67] ciscodevnet
[62] sdn
[60] cleur
[52] started

Top Words in Tweet in G6:
[88] devnet
[63] nearprotocol
[36] workshop
[33] testing
[28] meetup
[27] futureisnear
[24] here
[22] blockchain
[21] today
[20] harmonyprotocol

Top Words in Tweet in G7:
[12] â
[9] crappy
[8] t
[7] 1
[7] ethics
[6] people
[5] society
[5] cada
[5] excuse
[5] one

Top Words in Tweet in G8:
[50] masternodes
[50] v0
[44] s
[43] dcg
[43] core
[42] dashpay
[36] 13
[36] signaling
[36] dip3
[31] dash

Top Words in Tweet in G9:
[73] skale
[33] devnet
[32] ethereum
[30] labs
[30] skalelabs
[20] launched
[19] read
[19] more
[19] block
[19] crypto

Top Words in Tweet in G10:
[29] devnet
[27] ciscochat
[27] live
[27] down
[26] under
[24] ciscosecurity
[3] cisco
[2] ciscodevnet
[2] clmel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[532] cisco,live
[451] cisco,devnet
[404] using,cisco
[399] technology,keynote
[393] apis,clmel
[389] securing,campus
[389] campus,wan
[389] wan,using
[389] cisco,dnac
[389] dnac,vmanage

Top Word Pairs in Tweet in G1:
[361] technology,keynote
[359] securing,campus
[359] campus,wan
[359] wan,using
[359] using,cisco
[359] cisco,dnac
[359] dnac,vmanage
[359] vmanage,apis
[359] apis,clmel
[359] clmel,technology

Top Word Pairs in Tweet in G2:
[218] devnet,zone
[146] cisco,live
[126] clmel,devnet
[100] devnet,clmel
[88] live,melbourne
[63] cisco,devnet
[60] ciscochat,live
[59] configuration,management
[52] welcome,back
[50] see,devnet

Top Word Pairs in Tweet in G3:
[206] cisco,devnet
[145] business,disruption
[144] devnet,discusses
[144] devnet,drive
[144] drive,innovation
[144] innovation,business
[144] disruption,cultural
[143] ciscodevnet,using
[143] using,devnet
[143] cultural,change

Top Word Pairs in Tweet in G4:
[103] cisco,devnet
[76] introducing,cisco
[76] devnet,exchange
[29] cisco,live
[28] devnet,zone
[27] devnet,learning
[26] zone,silvia
[24] learning,tool
[24] tool,helps
[24] helps,solve

Top Word Pairs in Tweet in G5:
[38] cleur,devnet
[36] programmability,netdevops
[34] devnet,sandbox
[25] devnet,sdn
[22] devnet,netdevops
[19] struggling,laptop
[19] laptop,setup
[19] setup,programmability
[19] netdevops,take
[19] take,look

Top Word Pairs in Tweet in G6:
[21] devnet,workshop
[20] nearprotocol,devnet
[17] need,clarify
[17] clarify,purpose
[17] purpose,devnet
[17] devnet,showcase
[17] showcase,performance
[17] performance,protocol
[17] protocol,testing
[17] testing,basic

Top Word Pairs in Tweet in G7:
[5] t,excuse
[4] ethics,respect
[4] isn,t
[4] excuse,crappy
[4] crappy,person
[4] diputados,pln
[3] person,crappy
[2] human,rights
[2] rights,mean
[2] mean,nothing

Top Word Pairs in Tweet in G8:
[43] core,v0
[36] v0,13
[36] signaling,dip3
[29] 64,masternodes
[29] masternodes,dash
[29] dash,core
[29] 13,37
[29] 37,miner
[29] miner,hashrate
[29] hashrate,signaling

Top Word Pairs in Tweet in G9:
[30] skale,labs
[21] skale,devnet
[20] launched,skale
[19] labs,launched
[19] devnet,read
[19] read,more
[19] more,block
[19] block,crypto
[19] crypto,skale
[19] skale,ethereum

Top Word Pairs in Tweet in G10:
[27] ciscochat,live
[26] live,devnet
[26] devnet,down
[26] down,under
[24] ciscosecurity,ciscochat

Top Replied-To
Top Replied-To in Entire Graph:
@silviakspiva
@ciscodevnet
@harmonyprotocol
@ciscolivemel
@susiewee
@devviebot
@securenetwrk
@ericchou
@jason_gooley
@devnetcreate

Top Replied-To in G1:
@ciscodevnet
@ciscoanz
@silviakspiva
@devviebot
@bnarcum

Top Replied-To in G2:
@silviakspiva
@ciscolivemel
@ciscodevnet
@devviebot
@securenetwrk
@susiewee
@jason_gooley
@adamradford123
@ciscokiwi
@wdenardi

Top Replied-To in G3:
@susiewee
@ericchou
@pjnef
@davidsamuelps
@wwt

Top Replied-To in G5:
@_desmoden
@oyageng
@bigevilbeard
@labeveryday
@kchiala
@susiewee
@mpetrinovic
@eyepv6
@mrhafizaziz
@joergbartz

Top Replied-To in G6:
@harmonyprotocol
@gizemcakil
@josephdelong
@nicolasburtey

Top Replied-To in G7:
@7diastn7
@ssworks
@mpigliucci
@hoarsewisperer
@jordanbpeterson
@neilhimself
@valkan_devnet

Top Replied-To in G9:
@skalelabs

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@susiewee
@silviakspiva
@ciscolivemel
@hfpreston
@cisco
@devviebot
@ciscoanz
@devnetcreate
@mandywhaley

Top Mentioned in G1:
@ciscodevnet
@ciscouki
@silviakspiva
@cisconetacad
@ciscolivemel
@adamradford123
@susiewee
@devviebot
@johnamcdonough
@hfpreston

Top Mentioned in G2:
@ciscodevnet
@silviakspiva
@ciscolivemel
@devviebot
@susiewee
@hfpreston
@ciscoanz
@devnetcreate
@cisco
@netdevopslive

Top Mentioned in G3:
@ciscodevnet
@susiewee
@cisco
@thecube
@furrier
@mandywhaley
@thecube365
@dvellante
@stu
@ciscolive

Top Mentioned in G4:
@samparkorg
@hostingjournal

Top Mentioned in G5:
@hfpreston
@ciscodevnet
@ciscovirl
@netdevopslive
@kitaratech
@akira6592
@dmfigol
@carl_the_neteng
@dcgubbins
@davidbombal

Top Mentioned in G6:
@nearprotocol
@ekuzyakov
@vgrichina
@ethereumdenver
@ilblackdragon
@reddit
@wework
@nokia
@eriktrautman
@janedegtiareva

Top Mentioned in G7:
@philosophymttrs
@ellenpage
@giamala
@f5networkslatam
@ramongar21
@torproject
@delfinocrc
@neilhimself
@existentialcoms
@geaugalibrary

Top Mentioned in G8:
@dashpay
@lizrobuck
@alexanderchopan

Top Mentioned in G9:
@skalelabs
@theblock__
@teo_leibowitz
@messaricrypto
@tusharjain_
@jackoholleran

Top Mentioned in G10:
@ciscosecurity
@ciscodevnet
@cisco
@labeveryday
@mandywhaley
@meraki
@silviakspiva

Top Tweeters
Top Tweeters in Entire Graph:
@lopezgovlaw
@engineersday
@razzletazzlemag
@ottlegalrebels
@nuraz_wawa
@raumunz
@guzmanadrian
@guardian
@viralara02
@hedgebz

Top Tweeters in G1:
@raumunz
@mariaoxbow
@tortugadiaz
@iboe_bt
@_oluwafela
@quemero20
@shahzebalvi4
@henrymp_
@nafee77
@forbes

Top Tweeters in G2:
@ham_gretsky
@designthinkbot
@ashot_
@twitchonline
@gallifreyan
@serve4impact
@albertspijkers
@ken
@rautsan
@thatboyfernando

Top Tweeters in G3:
@nuraz_wawa
@viralara02
@mrityun02359258
@mercyfajarinaj
@willsznet
@fmfrancoise
@mmahmadmm
@mizna_r
@darab13
@barryjm_guitar

Top Tweeters in G4:
@engineersday
@razzletazzlemag
@guzmanadrian
@hedgebz
@hedgely
@coinspectator
@zaki_hmkc
@masayakimoto
@yoya
@deadmilkman

Top Tweeters in G5:
@santchiweb
@kiri7_net
@sarahcrowley
@lucasoft_co_uk
@r_takashima
@cleonex
@barson_4
@decentinho
@captaincloud_
@treefddi

Top Tweeters in G6:
@ottlegalrebels
@ak2webd3
@neerajt4
@gubatron
@reddit
@altcoinbadger
@nokia
@nowsfo
@veripsa5
@wework

Top Tweeters in G7:
@guardian
@neilhimself
@brainpicker
@amandapalmer
@hoarsewisperer
@openculture
@ladyred_6
@mpigliucci
@worldbank
@dylanbrody

Top Tweeters in G8:
@i_amcrypto_king
@bitcoinexe
@wjordan
@cryptoaggregate
@dash_nation
@dashvaluation
@ecluber
@_innovascape
@jarethgk
@xmrblockchain

Top Tweeters in G9:
@cryptow1re
@antiprosynth
@stocktrader
@rmb
@fintechfrank
@cryptomaestro
@cryptomoshing
@thecryptolark
@boyacaxa
@hrdwrknvrstps

Top Tweeters in G10:
@soma_elahmady94
@ciscosecurity
@_hakimrosli
@jobsfromlanger
@forzaip
@acem4n_
@hcmahler
@fzy_jfr
@mohamadhowar
@hollycrilly


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