devnet, Twitter, 11/18/2019 8:10:15 PM, 216669


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devnet_2019-11-17_12-08-27.xlsx
devnet_2019-11-17_12-08-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 18, 2019
Short Description:
devnet via NodeXL http://bit.ly/37hJVh3
@ciscodevnet
@horizenglobal
@fmfrancoise
@metoscm
@silviakspiva
@devnet
@hfpreston
@reversepython
@cisco
@susiewee

Top hashtags:
#devnet
#horizensidechains
#ciscolivela
#cisco
#netdevops
#ciscops19
#sdn
#pyats
#sandbox
#init6

Description:
Description
The graph represents a network of 2,892 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 Sunday, 17 November 2019 at 20:09 UTC.

The requested start date was Sunday, 17 November 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 40-day, 7-hour, 11-minute period from Monday, 07 October 2019 at 15:58 UTC to Saturday, 16 November 2019 at 23:10 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 : 2892
Unique Edges : 4254
Edges With Duplicates : 3633
Total Edges : 7887
Number of Edge Types : 3
Mentions : 6547
Tweet : 1077
Replies to : 263
Self-Loops : 1077
Reciprocated Vertex Pair Ratio : 0.0500108248538645
Reciprocated Edge Ratio : 0.0952577319587629
Connected Components : 311
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 2314
Maximum Edges in a Connected Component : 6843
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.119235
Graph Density : 0.000580089972552774
Modularity : 0.438879
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,892 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 Sunday, 17 November 2019 at 20:09 UTC.

The requested start date was Sunday, 17 November 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 40-day, 7-hour, 11-minute period from Monday, 07 October 2019 at 15:58 UTC to Saturday, 16 November 2019 at 23:10 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 : GraphServerTwitterSearch
Graph Term : devnet
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[320] https://www.brighttalk.com/webcast/17628/369066?utm_campaign=brighttalk&utm_source=mediabuy&utm_medium=ptwitter-ww-oct10
[139] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[134] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[126] https://developer.cisco.com/events/ciscolivela19/
[44] https://blogs.cisco.com/developer/specialization
[37] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[27] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[22] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[21] https://blogs.cisco.com/developer/devnets-creative-cycle
[18] https://github.com/open-libra/devnet/issues/18

Top URLs in Tweet in G1:
[319] https://www.brighttalk.com/webcast/17628/369066?utm_campaign=brighttalk&utm_source=mediabuy&utm_medium=ptwitter-ww-oct10
[126] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[118] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[40] https://developer.cisco.com/events/ciscolivela19/
[25] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[17] https://blogs.cisco.com/developer/specialization
[16] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[12] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[11] https://www.brighttalk.com/webcast/17628/369066?utm_campaign=brighttalk&utm_source=social&utm_medium=otwitter-ww-oct10
[11] https://blogs.cisco.com/developer/got-code-goblins

Top URLs in Tweet in G2:
[84] https://developer.cisco.com/events/ciscolivela19/
[14] https://www.ciscofeedback.vovici.com/se/705E3ECD1D8DCE96
[11] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[10] https://blogs.cisco.com/developer/specialization
[10] https://www.cisco.com/c/es_mx/index.html
[10] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[9] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[9] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[9] https://developer.cisco.com/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214793

Top URLs in Tweet in G3:
[15] http://horizen.global/
[15] 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 G4:
[11] https://www.brighttalk.com/webcast/17628/364990
[10] https://www.brighttalk.com/webcast/17628/364991
[8] https://blogs.cisco.com/developer/specialization
[4] https://www.reddit.com/r/CryptoCurrency/comments/dlfwmo/new_ark_transaction_types_just_released_on_devnet/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.adobe.com/devnet-docs/acrobatetk/tools/ReleaseNotesDC/continuous/dccontinuousoct2019ooc.html
[3] https://www.reddit.com/r/CryptoCurrency/comments/dlfwmo/new_ark_transaction_types_just_released_on_devnet/
[3] https://www.crn.com/news/networking/new-cisco-devnet-specialization-will-promote-partners-with-competitive-advantage-in-software-development
[3] https://blogs.cisco.com/developer/call-for-speakers-2020?utm_source=dlvr.it&utm_medium=twitter
[2] https://developer.cisco.com/certification/?utm_campaign=certhomepage&utm_source=influitive&utm_medium=ciscocert
[2] https://coinmarketcal.com/en/event/ark-core-v2-6-on-devnet-26559

Top URLs in Tweet in G5:
[4] https://www.youtube.com/watch?utm_sq=g09tnx6f1h&v=LxiBHPMves8&t=1111s&index=10&list=PL2k86RlAekM-0_lErsVdS_xqQMLYRcdhU
[4] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[3] https://www.linkedin.com/slink?code=gEeHH5U
[3] https://www.crn.com/news/networking/new-cisco-devnet-specialization-will-promote-partners-with-competitive-advantage-in-software-development
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214682
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=212854
[3] https://conscia.com/se/event/ny-cisco-dna-center-dev-workshop-22-1-stockholm/
[2] https://www.youtube.com/watch?utm_sq=fwigq9of5w&v=jtdQZNz9gqU&t=775s
[2] https://www.youtube.com/watch?utm_sq=fvodx99wts&v=1r_XXA7QX8M&t=2842s
[2] https://www.youtube.com/watch?utm_sq=fvodn4rkub&v=1r_XXA7QX8M&t=992s

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=5w9gB9KEuuc&feature=youtu.be

[4] https://blogs.cisco.com/developer/specialization
[4] https://devnetcreate.io/
[2] https://developer.cisco.com/events/DevNet-Express-Barcelona-MERAKI-01-2020/#/
[2] https://twitter.com/DCgubbins/status/1184025912876109824
[2] https://www.youtube.com/watch?v=X5P0fl1ul0w&feature=youtu.be

[1] https://blogs.cisco.com/developer/new-devnet-sandboxes
[1] https://blogs.cisco.com/news/ai-and-the-future-of-networks
[1] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[1] https://twitter.com/chintancsco/status/1191770979858604049

Top URLs in Tweet in G7:
[12] https://blogs.cisco.com/developer/devnets-creative-cycle
[7] https://extra.codemotion.com/the-cisco-devnet-coding-challenge/
[2] https://www.linkedin.com/slink?code=dKkNt3S
[2] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[2] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[1] https://blogs.cisco.com/developer/call-for-speakers-2020
[1] https://www.kongnews.it/orientamento-al-lavoro/a-codemotion-milano-tutte-le-novita-di-cisco-per-la-community-di-cisco-devnet/
[1] https://events.codemotion.com/conferences/milan/2019/
[1] https://news-blogs.cisco.com/emear/it/2019/10/21/a-codemotion-milano-tutte-le-novita-di-cisco-per-la-community-di-cisco-devnet/
[1] https://www.linkedin.com/slink?code=eWd6Vvh

Top URLs in Tweet in G8:
[2] https://twitter.com/ryangrim/status/1189235477506867200
[2] https://twitter.com/fredbryant/status/1192117530099376134
[1] https://www.nytimes.com/2019/11/14/opinion/andrew-yang-jobs.html?action=click&module=Opinion&pgtype=Homepage
[1] https://blog.sentry.io/2019/11/06/relicensing-sentry
[1] https://threadreaderapp.com/thread/1192863884731961344.html

Top URLs in Tweet in G10:
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.ark.io%2Fark-core-v2-6-launching-on-devnet-help-test-to-earn-ark-76d776fa55f
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.ark.io%2Fark-core-v2-6-is-now-live-on-devnet-bfd8798fadf3
[1] https://twitter.com/ArkEcosystem/status/1182358716290609152
[1] https://www.reddit.com/r/ArkEcosystem/comments/dm1g8m/earn_up_to_200_ark_by_running_a_devnet_delegate/
[1] https://blog.nucypher.com/the-final-countdown/

Top Domains
Top Domains in Tweet in Entire Graph:
[630] cisco.com
[385] brighttalk.com
[273] ziftsolutions.com
[257] youtube.com
[208] linkedin.com
[142] twitter.com
[64] facebook.com
[41] github.com
[40] nodexlgraphgallery.org
[38] adobe.com

Top Domains in Tweet in G1:
[344] brighttalk.com
[257] cisco.com
[138] youtube.com
[41] facebook.com
[13] twitter.com
[6] soundcloud.com
[6] linkedin.com
[2] vovici.com
[2] crn.com
[2] insoftservices.uk

Top Domains in Tweet in G2:
[257] cisco.com
[58] twitter.com
[38] youtube.com
[30] linkedin.com
[24] nodexlgraphgallery.org
[23] ziftsolutions.com
[20] facebook.com
[15] networkworld.com
[14] vovici.com
[13] crn.com

Top Domains in Tweet in G3:
[30] horizen.global

Top Domains in Tweet in G4:
[241] ziftsolutions.com
[97] linkedin.com
[31] cisco.com
[22] adobe.com
[22] brighttalk.com
[12] twitter.com
[8] reddit.com
[7] crn.com
[3] medium.com
[3] kentico.com

Top Domains in Tweet in G5:
[68] youtube.com
[27] linkedin.com
[23] cisco.com
[16] nodexlgraphgallery.org
[11] twitter.com
[9] youtu.be
[5] brighttalk.com
[3] github.com
[3] crn.com
[3] conscia.com

Top Domains in Tweet in G6:
[31] linkedin.com
[10] cisco.com
[8] youtube.com
[6] twitter.com
[4] devnetcreate.io
[3] infl.tv

Top Domains in Tweet in G7:
[23] cisco.com
[8] codemotion.com
[7] linkedin.com
[3] facebook.com
[2] twitter.com
[1] kongnews.it
[1] crn.com
[1] lsh.re
[1] programmez.com
[1] youtube.com

Top Domains in Tweet in G8:
[4] twitter.com
[1] nytimes.com
[1] sentry.io
[1] threadreaderapp.com

Top Domains in Tweet in G10:
[3] medium.com
[1] twitter.com
[1] reddit.com
[1] nucypher.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1435] devnet
[385] horizensidechains
[350] ciscolivela
[166] cisco
[163] netdevops
[151] ciscops19
[84] sdn
[83] pyats
[77] sandbox
[75] init6



Top Hashtags in Tweet in G1:
[158] devnet
[97] ciscolivela
[16] teamdevnet
[16] ciscops19
[12] websummit
[7] cisco
[6] websummit19
[6] acianywhere
[5] ciscopartners
[5] init6

Top Hashtags in Tweet in G2:
[576] devnet
[240] ciscolivela
[64] ciscops19
[64] init6
[41] cisco
[32] ciscose
[26] pyats
[25] programmability
[25] devnetzone
[24] ciscopartners

Top Hashtags in Tweet in G3:
[356] horizensidechains
[44] horizen

Top Hashtags in Tweet in G4:
[102] devnet
[24] ciscops19
[23] ciscodevnet
[21] ciscogateway
[19] cisco
[8] ciscocert
[8] smallbusiness
[8] ciscosb
[5] iot
[5] engineering

Top Hashtags in Tweet in G5:
[265] devnet
[132] netdevops
[69] sdn
[48] sandbox
[40] pyats
[30] python
[29] cisco
[29] automation
[16] cisconso
[14] yang

Top Hashtags in Tweet in G6:
[103] devnet
[21] cisco
[20] hackathon
[16] ciscops19
[14] webex
[13] ciscouc19
[12] devnetexpress
[11] meraki
[7] iot
[6] tech

Top Hashtags in Tweet in G7:
[62] devnet
[26] codemotionmilan19
[15] ciscops19
[14] vapp4codemotion
[14] teamdevnet
[12] latinamerica
[10] cisco
[8] milano
[4] ciscolivela
[3] milan

Top Hashtags in Tweet in G10:
[50] ark
[49] devnet
[10] horizensidechains
[5] arkecosystem
[5] blockchain
[4] massadoption
[2] htlc
[2] multipay
[2] multisig
[2] horizen

Top Words
Top Words in Tweet in Entire Graph:
[2364] Words in Sentiment List#1: Positive
[916] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[99909] Non-categorized Words
[103190] Total Words
[2289] devnet
[1864] ciscodevnet
[1522] new
[1435] #devnet
[1386] cisco

Top Words in Tweet in G1:
[1192] ciscodevnet
[903] devnet
[589] new
[536] cisco
[524] puppet
[451] learn
[363] certification
[337] look
[337] networking
[336] enterprise

Top Words in Tweet in G2:
[576] #devnet
[434] devnet
[420] cisco
[392] ciscodevnet
[240] #ciscolivela
[215] new
[181] silviakspiva
[162] ciscolivelatam
[154] automation
[147] network

Top Words in Tweet in G3:
[387] alpha
[379] until
[379] release
[379] new
[379] whitepaper
[379] count
[368] horizenglobal
[356] #horizensidechains
[330] down
[301] next

Top Words in Tweet in G4:
[424] devnet
[171] cisco
[126] ã
[115] new
[102] #devnet
[81] meraki
[77] automation
[70] certifications
[70] s
[62] creative

Top Words in Tweet in G5:
[265] #devnet
[148] ciscodevnet
[133] devnet
[131] #netdevops
[131] hfpreston
[128] network
[104] new
[96] cisco
[69] #sdn
[59] out

Top Words in Tweet in G6:
[103] #devnet
[96] devnet
[55] cisco
[38] new
[36] chintancsco
[31] ciscodevnet
[30] partners
[30] natilikgroup
[30] ðÿ
[29] specialization

Top Words in Tweet in G7:
[76] ciscodevnet
[62] #devnet
[44] ciscoitalia
[43] cisco
[40] codemotionit
[39] e
[35] devnet
[26] #codemotionmilan19
[25] il
[23] amazing

Top Words in Tweet in G8:
[30] devnet
[11] heavensfx
[10] one
[9] barrettsallee
[9] team
[8] huskerextrapg
[8] up
[8] year
[8] s
[7] alabama

Top Words in Tweet in G9:
[88] module
[43] offline
[43] transaction
[43] coded
[43] internally
[43] tested
[43] working
[43] we've
[43] given
[42] dapscoin

Top Words in Tweet in G10:
[56] 6
[55] core
[55] v2
[50] #ark
[49] #devnet
[47] arkecosystem
[34] october
[34] 2019
[33] very
[33] excited

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[561] new,devnet
[412] devnet,certification
[391] alpha,release
[391] release,new
[391] new,whitepaper
[391] whitepaper,count
[370] learn,new
[366] #horizensidechains,alpha
[360] take,look
[359] until,#horizensidechains

Top Word Pairs in Tweet in G1:
[444] new,devnet
[349] devnet,certification
[334] learn,new
[333] enterprise,networking
[332] take,look
[331] ciscodevnet,learn
[330] certification,take
[330] look,enterprise
[326] networking,ex
[203] network,automation

Top Word Pairs in Tweet in G2:
[64] #devnet,#ciscolivela
[62] network,automation
[50] #devnet,zone
[45] cisco,live
[43] cisco,devnet
[38] new,#devnet
[38] new,cisco
[36] devnet,create
[34] devnet,certifications
[33] cisco,s

Top Word Pairs in Tweet in G3:
[379] alpha,release
[379] release,new
[379] new,whitepaper
[379] whitepaper,count
[356] #horizensidechains,alpha
[349] until,#horizensidechains
[330] count,down
[301] down,next
[298] next,major
[298] major,milestone

Top Word Pairs in Tweet in G4:
[70] ã,ã
[69] cisco,devnet
[67] devnet,s
[62] devnet,certifications
[62] s,creative
[62] creative,cycle
[57] certifications,ready
[44] new,devnet
[41] postman,collection
[41] collection,makes

Top Word Pairs in Tweet in G5:
[62] #netdevops,#devnet
[55] #devnet,#sdn
[52] #sdn,ciscodevnet
[34] #devnet,#sandbox
[25] devnet,associate
[24] network,automation
[24] cisco,devnet
[23] find,out
[22] blog,post
[21] network,engineer

Top Word Pairs in Tweet in G6:
[22] devnet,specialization
[14] ðÿ,â
[13] devnet,express
[13] hugely,humbled
[13] humbled,win
[13] win,record
[13] record,breaking
[13] breaking,nine
[13] nine,9
[13] 9,uk

Top Word Pairs in Tweet in G7:
[13] cisco,devnet
[13] take,look
[12] #codemotionmilan19,#devnet
[12] ciscodevnet,take
[12] look,amazing
[12] amazing,innovation
[12] innovation,#teamdevnet
[12] #teamdevnet,#latinamerica
[12] #latinamerica,blog
[12] blog,silviakspiva

Top Word Pairs in Tweet in G8:
[7] devnet,heavensfx
[6] devnet,barrettsallee
[6] devnet,huskerextrapg
[4] strength,schedule
[3] nebraska,lead
[3] clock,benefits
[3] benefits,purdue
[3] 6,8
[3] 8,wins
[3] texas,m

Top Word Pairs in Tweet in G9:
[43] offline,transaction
[43] transaction,module
[43] module,coded
[43] coded,internally
[43] internally,tested
[43] tested,working
[43] working,we've
[43] we've,given
[43] given,module
[41] dapscoin,offline

Top Word Pairs in Tweet in G10:
[55] core,v2
[55] v2,6
[49] #ark,core
[33] very,excited
[33] excited,announce
[33] announce,#ark
[33] 6,launching
[33] launching,#devnet
[33] #devnet,october
[33] october,15th

Top Replied-To
Top Replied-To in Entire Graph:
@devnet
@susiewee
@silviakspiva
@hfpreston
@ciscodevnet
@bigevilbeard
@j23evan
@darenfulwell
@ciscolivemel
@mikelsevere

Top Replied-To in G1:
@silviakspiva
@ciscodevnet
@devnetcreate
@parferkt
@ciscolivelatam
@patrickrockholz
@ciscokiwi
@juanda2
@ricardo_vallino
@zkerravala

Top Replied-To in G2:
@susiewee
@silviakspiva
@darenfulwell
@bigevilbeard
@ciscodevnet
@ciscolivemel
@jason_gooley
@willtowntech
@natilikgroup
@chuckrobbins

Top Replied-To in G3:
@_blockandchain_
@crypto101pod

Top Replied-To in G5:
@hfpreston
@j23evan
@threefddi
@simingy
@ejrojase
@bolivarflojo
@plajjan
@termlen0
@ciscodevnet
@data_knox

Top Replied-To in G6:
@dcgubbins
@silviakspiva
@chintancsco
@susiewee

Top Replied-To in G7:
@cisco

Top Replied-To in G8:
@devnet
@barrettsallee
@johnmark
@mikelsevere
@huskerextrapg
@heavensfx
@swmckewonowh
@tmiles5151
@mikejschaefer
@spurlockstephan

Top Replied-To in G9:
@zakkenvullerx

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@horizenglobal
@silviakspiva
@cisco
@hfpreston
@ciscolivelatam
@susiewee
@prashanthshenoy
@bigevilbeard
@nickrusso42518

Top Mentioned in G1:
@ciscodevnet
@silviakspiva
@prashanthshenoy
@ciscolivelatam
@cisco
@chuckstickney
@ciscopartners
@cisco_la
@susiewee

Top Mentioned in G2:
@ciscodevnet
@silviakspiva
@ciscolivelatam
@cisco
@susiewee
@cisco_la
@hfpreston
@chuckrobbins
@bigevilbeard
@chuckstickney

Top Mentioned in G3:
@horizenglobal
@thretto
@horizenfr
@crypto101pod
@_blockandchain_

Top Mentioned in G4:
@tokenjay

Top Mentioned in G5:
@ciscodevnet
@hfpreston
@netdevopslive
@nickrusso42518
@ccurtis584
@data_knox
@cbtnuggets
@cisco
@silviakspiva
@pluralsight

Top Mentioned in G6:
@chintancsco
@natilikgroup
@ciscodevnet
@dcgubbins
@susiewee
@dansonmike
@cisco
@uniofoxford
@appdynamics
@kanwalzs

Top Mentioned in G7:
@ciscodevnet
@ciscoitalia
@codemotionit
@annhead1984
@c
@silviakspiva
@vappview
@cisco
@susiewee
@emercada

Top Mentioned in G8:
@devnet
@heavensfx
@barrettsallee
@huskerextrapg
@justicedems
@ramzy
@kenyon19_br
@pauls551
@adybarkan
@petebuttigieg

Top Mentioned in G9:
@dapscoin
@swftcoin
@stexexchanger
@txbit_io
@bitmartexchange
@blanksmacor
@lavrus_crypto
@lucidi
@standard_mobil
@marusugikun222

Top Mentioned in G10:
@arkecosystem
@horizenglobal
@arktoshidotcom
@ethereumnetw
@nuc
@willemstra
@deanpress
@nucypher

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@cryptotraderpro
@market_screener
@sectest9
@hrblock_21
@gamergeeknews
@digestwordpress
@aldoceccarelli
@raumunz
@mohitsmartlove

Top Tweeters in G1:
@oldlady12345
@hrblock_21
@raumunz
@mohitsmartlove
@ottlegalrebels
@rosenchild
@saleehmuhammed1
@pickooo
@manuelcalado
@adunlea

Top Tweeters in G2:
@santchiweb
@calcaware
@analyticaglobal
@starbucks
@fmfrancoise
@serve4impact
@motis31
@fern_herrerajr
@ciscolive
@welles

Top Tweeters in G3:
@robviglione
@akentunal
@stevey247
@ixkillax
@_blockandchain_
@flamzymarshall
@algibran_rudi
@cryptorichyt
@miyualmirante10
@gnojgnoj

Top Tweeters in G4:
@cryptotraderpro
@market_screener
@aldoceccarelli
@guzmanadrian
@trumpathon
@theiot
@rldi_lamy
@crypto__mak
@ibushi_maru
@moe_negi

Top Tweeters in G5:
@codernotesbot
@sherbah46958042
@releaseteam
@ifortknox
@gallifreyan
@xaelbot
@bolivarflojo
@wynandbooysen
@fullnam35087976
@kennethreitz

Top Tweeters in G6:
@mcdonalds
@wannawincompo
@justsayes
@boina92
@al_rasheed
@homemckee
@youtube
@uofglasgow
@lanavps
@mattstarling

Top Tweeters in G7:
@henrymp_
@lufranlou
@lightifyco1
@fnicodemo
@salhaj
@gattaca
@zedotoko
@tanolanus2
@marcolorux
@heyitsjosuah

Top Tweeters in G8:
@threadreaderapp
@foxnews
@cnn
@barrettsallee
@mikelsevere
@nowthisnews
@twitati
@10_nov
@nadinebabu
@ralphdrussoap

Top Tweeters in G9:
@bradpierced3
@blanksmacor
@nanyna221
@saingsab
@cyclingcrypto
@maxmad19701
@luuk22819033
@deepdishcrypto
@zeeshan_h_shah
@lucidi

Top Tweeters in G10:
@how_to_coin
@elmalandr0
@shitcoinsherpa
@cryptofancool
@ethereumnetw
@coinsoftt
@cryptomakers
@renivani_la
@bl0ckchainx
@jorrit_br


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