devnet, Twitter, 12/2/2019 12:30:03 AM, 217810


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devnet_2019-12-01_13-04-50.xlsx
devnet_2019-12-01_13-04-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
devnet via NodeXL http://bit.ly/2ODn8oq
@ciscodevnet
@horizenglobal
@susiewee
@cisco
@devnet
@hfpreston
@silviakspiva
@nickrusso42518
@bigevilbeard
@fmfrancoise

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

Description:
Description
The graph represents a network of 2,600 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, 01 December 2019 at 21:06 UTC.

The requested start date was Sunday, 01 December 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 48-day, 3-hour, 34-minute period from Sunday, 13 October 2019 at 21:23 UTC to Sunday, 01 December 2019 at 00:57 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 : 2600
Unique Edges : 4126
Edges With Duplicates : 4099
Total Edges : 8225
Number of Edge Types : 3
Mentions : 6675
Replies to : 312
Tweet : 1238
Self-Loops : 1238
Reciprocated Vertex Pair Ratio : 0.0610652997548473
Reciprocated Edge Ratio : 0.115101869355177
Connected Components : 355
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 1950
Maximum Edges in a Connected Component : 7063
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.127282
Graph Density : 0.000704560925799864
Modularity : 0.407584
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,600 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, 01 December 2019 at 21:06 UTC.

The requested start date was Sunday, 01 December 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 48-day, 3-hour, 34-minute period from Sunday, 13 October 2019 at 21:23 UTC to Sunday, 01 December 2019 at 00:57 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[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
[125] https://developer.cisco.com/events/ciscolivela19/
[47] https://blogs.cisco.com/developer/specialization
[41] https://blogs.cisco.com/developer/call-for-speakers-2020
[37] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[28] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[23] https://www.brighttalk.com/webcast/17628/365967?utm_campaign=brighttalk&utm_source=mediabuy&utm_medium=ptwitter-ww-nov26
[18] https://www.cvent.com/c/abstracts/69e78f68-8e66-4775-bf9b-ee17d9ff202e
[18] https://github.com/open-libra/devnet/issues/18

Top URLs in Tweet in G1:
[127] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[117] 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/
[21] https://blogs.cisco.com/developer/call-for-speakers-2020
[18] https://www.brighttalk.com/webcast/17628/365967?utm_campaign=brighttalk&utm_source=mediabuy&utm_medium=ptwitter-ww-nov26
[17] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[16] https://blogs.cisco.com/developer/specialization
[12] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[11] https://blogs.cisco.com/developer/devnet-certifications-collaboration-automation-specialist

Top URLs in Tweet in G2:
[27] https://developer.cisco.com/events/ciscolivela19/
[15] https://blogs.cisco.com/developer/call-for-speakers-2020
[11] https://blogs.cisco.com/developer/specialization
[11] https://devnetcreate.io/
[9] https://blogs.cisco.com/developer/getting-devnet-certified
[8] https://www.cvent.com/c/abstracts/69e78f68-8e66-4775-bf9b-ee17d9ff202e
[8] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[8] https://www.networkworld.com/article/3446043/10-things-to-know-about-ciscos-certification-overhaul.html
[7] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[7] https://extra.codemotion.com/the-cisco-devnet-coding-challenge/

Top URLs in Tweet in G3:
[12] https://www.brighttalk.com/webcast/17628/364991
[11] https://www.brighttalk.com/webcast/17628/364990
[8] https://blogs.cisco.com/developer/specialization
[5] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8a9982b56e189333016e18dd441a0c0a?cid=8a9983c56e5d6889016e6a5806c14500&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fqa-maybelyn-plecic
[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://developer.cisco.com/certification/?utm_campaign=certhomepage&utm_source=influitive&utm_medium=ciscocert
[3] https://www.crn.com/news/networking/new-cisco-devnet-specialization-will-promote-partners-with-competitive-advantage-in-software-development
[3] https://medium.com/hyperspeednetwork/hsn-devnet-and-product-launching-event-successfully-held-a261c10e1c74

Top URLs in Tweet in G4:
[7] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[4] https://www.youtube.com/watch?v=gXBw_-K4vBs&feature=youtu.be

[4] https://www.youtube.com/watch?utm_sq=g09tnx6f1h&v=LxiBHPMves8&t=1111s&index=10&list=PL2k86RlAekM-0_lErsVdS_xqQMLYRcdhU
[4] https://blogs.cisco.com/developer/devnet-certification-service-provider
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214682
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=215997
[3] https://developer.cisco.com/sandbox
[3] https://www.youtube.com/c/DataKnox
[3] https://blogs.cisco.com/developer/9-new-devnet-sandboxes?_lrsc=8b3c7a51-5d7f-4e6a-8612-29919e3f2e7f&dtid=osolin001080
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214483

Top URLs in Tweet in G5:
[14] http://horizen.global/
[14] https://blog.horizen.global/horizens-first-sidechain-node-live-on-devnet/?utm_source=Social&utm_medium=Media&utm_campaign=Horizen-Mini-Node
[1] https://blog.horizen.global/horizen-sidechains-testing-the-first-sidechain-sdk-node/?utm_source=Social&utm_medium=Media&utm_campaign=Horizen
[1] Sidechain
[1] Node
[1] Testing

Top URLs in Tweet in G6:
[57] https://developer.cisco.com/events/ciscolivela19/
[11] https://blogs.cisco.com/developer/devnets-creative-cycle
[10] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[9] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[9] https://www.cisco.com/c/es_mx/index.html
[9] https://www.ciscofeedback.vovici.com/se/705E3ECD1D8DCE96
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214793
[7] https://www.skyline-ats.com/training/resources/certifications/cisco-certifications/
[6] https://developer.cisco.com/
[5] https://www.cvent.com/c/abstracts/69e78f68-8e66-4775-bf9b-ee17d9ff202e

Top URLs in Tweet in G7:
[3] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[3] https://twitter.com/juliodevops/status/1200013961099403264
[2] https://blogs.cisco.com/developer/specialization
[2] https://twitter.com/DCgubbins/status/1184025912876109824
[2] https://video.cube365.net/c/915161
[1] https://www.youtube.com/watch?v=1HZ3vmCV8Ps&feature=youtu.be

[1] https://www.youtube.com/watch?v=ZX9R6EriuDA&feature=youtu.be

[1] https://www.youtube.com/watch?v=37CBID_1oOY&feature=youtu.be

[1] https://twitter.com/chintancsco/status/1191770979858604049
[1] https://developer.cisco.com/automation

Top URLs in Tweet in G8:
[2] https://twitter.com/ryangrim/status/1189235477506867200
[2] https://twitter.com/fredbryant/status/1192117530099376134
[1] https://twitter.com/RachelRGonzalez/status/1195766370010464256
[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 G9:
[17] https://github.com/open-libra/devnet/issues/18
[10] https://github.com/open-libra/devnet
[9] https://twitter.com/akashnet_/status/1190027934381334528?s=2
[6] https://staked.substack.com/p/phase-0-is-coming
[6] https://realsatoshi.net/14978/
[5] https://agoric.com/Documentation/
[5] https://twitter.com/iqlusioninc/status/1191820028439453696?s=21
[4] https://twitter.com/cyber_devs/status/1200063236843954177
[4] https://twitter.com/CosmosOutpost/status/1199840426028482560
[4] https://twitter.com/everstake_pool/status/1199840329459011584?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[711] cisco.com
[284] youtube.com
[282] linkedin.com
[250] ziftsolutions.com
[212] twitter.com
[66] facebook.com
[61] brighttalk.com
[51] github.com
[44] adobe.com
[40] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[281] cisco.com
[139] youtube.com
[42] facebook.com
[23] brighttalk.com
[16] twitter.com
[10] linkedin.com
[4] soundcloud.com
[3] cvent.com
[3] insoftservices.uk
[2] vovici.com

Top Domains in Tweet in G2:
[171] cisco.com
[87] linkedin.com
[75] twitter.com
[32] youtube.com
[15] crn.com
[15] networkworld.com
[11] devnetcreate.io
[10] brighttalk.com
[8] cvent.com
[8] codemotion.com

Top Domains in Tweet in G3:
[218] ziftsolutions.com
[145] linkedin.com
[46] cisco.com
[24] brighttalk.com
[23] adobe.com
[21] twitter.com
[8] reddit.com
[8] github.com
[7] medium.com
[7] crn.com

Top Domains in Tweet in G4:
[86] youtube.com
[33] cisco.com
[30] nodexlgraphgallery.org
[19] ziftsolutions.com
[17] twitter.com
[13] youtu.be
[11] linkedin.com
[5] github.com
[3] brighttalk.com
[2] ansible.com

Top Domains in Tweet in G5:
[29] horizen.global

Top Domains in Tweet in G6:
[124] cisco.com
[20] facebook.com
[17] youtube.com
[12] twitter.com
[10] ciscolive.com
[10] nodexlgraphgallery.org
[9] vovici.com
[9] skyline-ats.com
[9] digitaltelcos.com
[5] cvent.com

Top Domains in Tweet in G7:
[15] linkedin.com
[11] cisco.com
[8] twitter.com
[4] youtube.com
[2] cube365.net
[1] github.com
[1] ciscolive.com

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

Top Domains in Tweet in G9:
[40] twitter.com
[30] github.com
[8] agoric.com
[6] substack.com
[6] realsatoshi.net
[3] medium.com
[3] t.me
[2] unicoins.us
[1] cyber.page
[1] cyberd.ai

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1581] devnet
[388] horizensidechains
[348] ciscolivela
[187] cisco
[177] netdevops
[165] ciscops19
[99] sdn
[94] init6
[88] sandbox
[79] pyats



Top Hashtags in Tweet in G1:
[189] devnet
[97] ciscolivela
[19] teamdevnet
[13] ciscops19
[11] websummit
[10] devnetcreate
[10] cisco
[8] clmel
[7] sandbox
[6] websummit19

Top Hashtags in Tweet in G2:
[555] devnet
[81] ciscops19
[70] init6
[47] ciscolivela
[39] cisco
[29] codemotionmilan19
[21] ciscose
[15] smallbusiness
[15] pyats
[14] vapp4codemotion

Top Hashtags in Tweet in G3:
[102] devnet
[32] ciscops19
[25] ciscodevnet
[23] ciscogateway
[22] cisco
[13] smallbusiness
[13] ciscosb
[8] lisk
[7] ciscolivela
[6] iot

Top Hashtags in Tweet in G4:
[296] devnet
[149] netdevops
[90] sdn
[64] sandbox
[62] pyats
[46] cisco
[45] python
[29] horizensidechains
[22] automation
[21] ansible

Top Hashtags in Tweet in G5:
[356] horizensidechains
[28] horizen

Top Hashtags in Tweet in G6:
[219] devnet
[182] ciscolivela
[21] devnetzone
[19] datasys
[17] weloveourpartners
[17] ciscopartners
[17] clmel
[16] ciscola
[15] devnetcert
[15] teamdevnet

Top Hashtags in Tweet in G7:
[77] devnet
[24] cisco
[19] hackathon
[16] meraki
[16] webex
[12] ciscouc19
[10] devnetexpress
[9] iot
[9] cloud
[7] ciscops19

Top Hashtags in Tweet in G9:
[3] defi
[3] hackathon
[2] nvidia
[2] openlibra
[2] validator
[1] tendermint
[1] ipfs

Top Words
Top Words in Tweet in Entire Graph:
[2634] Words in Sentiment List#1: Positive
[583] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[100060] Non-categorized Words
[103279] Total Words
[2368] devnet
[1581] #devnet
[1408] ciscodevnet
[1404] cisco
[465] automation

Top Words in Tweet in G1:
[709] ciscodevnet
[629] devnet
[341] cisco
[189] #devnet
[158] automation
[152] create
[144] puppet
[143] call
[142] speakers
[140] certifications

Top Words in Tweet in G2:
[555] #devnet
[487] devnet
[401] cisco
[322] ciscodevnet
[150] susiewee
[122] automation
[113] create
[105] certification
[94] network
[84] team

Top Words in Tweet in G3:
[488] devnet
[230] cisco
[102] #devnet
[69] using
[68] apis
[65] postman
[64] makes
[63] collection
[63] easier
[62] creator

Top Words in Tweet in G4:
[296] #devnet
[228] devnet
[170] ciscodevnet
[148] #netdevops
[141] hfpreston
[126] network
[123] cisco
[90] #sdn
[77] automation
[76] nickrusso42518

Top Words in Tweet in G5:
[371] alpha
[364] release
[356] #horizensidechains
[353] until
[353] whitepaper
[353] count
[352] horizenglobal
[303] down
[300] next
[297] major

Top Words in Tweet in G6:
[219] #devnet
[182] #ciscolivela
[160] ciscodevnet
[132] silviakspiva
[131] cisco
[118] ciscolivelatam
[116] devnet
[64] zone
[44] automation
[41] cisco_la

Top Words in Tweet in G7:
[77] #devnet
[62] devnet
[49] cisco
[37] chintancsco
[24] #cisco
[23] join
[23] dcgubbins
[21] network
[19] #hackathon
[18] today

Top Words in Tweet in G8:
[34] devnet
[13] team
[11] heavensfx
[10] barrettsallee
[9] one
[8] huskerextrapg
[8] right
[8] year
[7] alabama
[7] wins

Top Words in Tweet in G9:
[88] co
[48] devnet
[43] cosmos
[25] today
[20] cyber_devs
[20] libra
[20] launch
[17] adriana_kalpa
[17] tooling
[17] iqlusioninc

Top Words in Tweet in G10:
[88] module
[43] offline
[43] transaction
[43] coded
[43] internally
[43] tested
[43] working
[43] we've
[43] given
[42] dapscoin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[376] alpha,release
[366] #horizensidechains,alpha
[363] release,whitepaper
[363] whitepaper,count
[359] until,#horizensidechains
[312] count,down
[309] down,next
[306] next,major
[306] major,milestone
[291] cisco,devnet

Top Word Pairs in Tweet in G1:
[150] ciscodevnet,devnet
[149] devnet,create
[142] call,speakers
[131] devnet,certifications
[127] ansible,playbooks
[127] cisco,tetration
[127] devnet,codeexchange
[122] create,2020
[121] 2020,call
[120] video,walkthrough

Top Word Pairs in Tweet in G2:
[94] devnet,create
[65] cisco,devnet
[52] cisco,#devnet
[51] call,speakers
[38] #devnet,certification
[38] devnet,specialization
[35] network,automation
[32] certification,exams
[27] devnet,certification
[27] ceo,chuckrobbins

Top Word Pairs in Tweet in G3:
[82] cisco,devnet
[63] postman,collection
[63] collection,makes
[63] makes,using
[62] creator,award
[62] devnet,postman
[62] using,apis
[62] apis,easier
[61] devnet,creator
[61] award,winner

Top Word Pairs in Tweet in G4:
[71] #netdevops,#devnet
[65] #devnet,#sdn
[62] #sdn,ciscodevnet
[45] devnet,associate
[35] #devnet,#sandbox
[34] cisco,devnet
[34] horizenglobal,fmfrancoise
[29] devnet,nodexl
[29] nodexl,ciscodevnet
[27] network,automation

Top Word Pairs in Tweet in G5:
[364] alpha,release
[356] #horizensidechains,alpha
[353] release,whitepaper
[353] whitepaper,count
[349] until,#horizensidechains
[303] count,down
[300] down,next
[297] next,major
[297] major,milestone
[233] days,until

Top Word Pairs in Tweet in G6:
[49] #devnet,#ciscolivela
[44] #devnet,zone
[33] cisco,live
[23] #ciscolivela,#devnet
[21] ciscolivelatam,acércate
[21] acércate,#devnetzone
[21] #devnetzone,prepárate
[21] prepárate,nuevas
[20] ciscolivelatam,#devnet
[17] network,automation

Top Word Pairs in Tweet in G7:
[12] #meraki,#webex
[12] devnet,express
[12] oxford,hack
[11] hugely,humbled
[11] humbled,win
[11] win,record
[11] record,breaking
[11] breaking,nine
[11] nine,uk
[11] uk,cisco

Top Word Pairs in Tweet in G8:
[7] devnet,heavensfx
[6] devnet,barrettsallee
[6] devnet,huskerextrapg
[4] strength,schedule
[4] loss,team
[3] nebraska,lead
[3] clock,benefits
[3] benefits,purdue
[3] taylor1l,iowaonbtn
[3] kmadams88,devnet

Top Word Pairs in Tweet in G9:
[25] today,cosmos
[15] open_libra,devnet
[14] adriana_kalpa,today
[12] ready,launch
[12] launch,open_libra
[12] devnet,testing
[12] testing,building
[12] building,tooling
[12] tooling,use
[12] use,libra

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@devnet
@susiewee
@silviakspiva
@ciscodevnet
@bigevilbeard
@hfpreston
@nickrusso42518
@ciscokiwi
@data_knox
@j23evan

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

Top Replied-To in G2:
@susiewee
@bigevilbeard
@darenfulwell
@cisco
@natilikgroup
@coshiroc
@gogetter1508
@jason_gooley
@chuckrobbins
@silviakspiva

Top Replied-To in G3:

Top Replied-To in G4:
@nickrusso42518
@hfpreston
@data_knox
@j23evan
@plajjan
@termlen0
@ciscodevnet
@tomdavies_uk
@yasserauda
@bolivarflojo

Top Replied-To in G5:
@fmfrancoise
@_blockandchain_
@crypto101pod

Top Replied-To in G6:
@ciscodevnet
@silviakspiva
@ciscokiwi
@ciscolivemel
@patrickrockholz
@albasanmart
@carlosncano1
@eiddor
@parferkt
@chara_kontaxi

Top Replied-To in G7:
@silviakspiva
@chintancsco
@dcgubbins

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

Top Replied-To in G9:
@fredwilson
@open_libra
@adriana_kalpa

Top Replied-To in G10:
@zakkenvullerx

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

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

Top Mentioned in G2:
@ciscodevnet
@susiewee
@cisco
@silviakspiva
@ciscoitalia
@bigevilbeard
@chuckrobbins
@codemotionit
@mandywhaley
@johnamcdonough

Top Mentioned in G3:
@edwingourz
@tokenjay
@advancedip1

Top Mentioned in G4:
@ciscodevnet
@hfpreston
@netdevopslive
@nickrusso42518
@horizenglobal
@silviakspiva
@metoscm
@data_knox
@fmfrancoise
@cisco

Top Mentioned in G5:
@horizenglobal
@thretto
@horizenfr
@crypto101pod
@ciscodevnet
@metoscm
@silviakspiva
@devnet
@hfpreston
@reversepython

Top Mentioned in G6:
@ciscodevnet
@silviakspiva
@ciscolivelatam
@cisco_la
@juanda2
@cisco
@mtremp
@ciscochampion
@chuckstickney
@ciscopartners

Top Mentioned in G7:
@chintancsco
@dcgubbins
@ciscodevnet
@appdynamics
@natilikgroup
@uniofoxford
@dansonmike
@ciscocloud
@mcdonalds
@juliodevops

Top Mentioned in G8:
@devnet
@heavensfx
@barrettsallee
@huskerextrapg
@aaron_torres
@taylor1l
@iowaonbtn
@justicedems
@swmckewonowh
@ramzy

Top Mentioned in G9:
@cosmos
@cyber_devs
@adriana_kalpa
@iqlusioninc
@open_libra
@agoric
@akashnet_
@zmanian
@cosmosvalidator
@realsatoshinet

Top Mentioned in G10:
@dapscoin
@swftcoin
@stexexchanger
@txbit_io
@bitmartexchange
@blanksmacor
@lavrus_crypto
@lucidi
@standard_mobil
@marusugikun222

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@cryptotraderpro
@market_screener
@sectest9
@hrblock_21
@gamergeeknews
@digestwordpress
@chidambara09
@aldoceccarelli
@threadreaderapp

Top Tweeters in G1:
@oldlady12345
@hrblock_21
@ottlegalrebels
@adunlea
@craybo23
@beverlynotmypre
@pyth0n1c
@manzanaresbye
@stfuimtweetn0_o
@mjoehlerich

Top Tweeters in G2:
@analyticaglobal
@ecuabot
@femtech_
@starbucks
@gallifreyan
@motis31
@fern_herrerajr
@joshuabaer
@fnicodemo
@amyengineer

Top Tweeters in G3:
@cryptotraderpro
@market_screener
@aldoceccarelli
@guzmanadrian
@trumpathon
@theiot
@rldi_lamy
@crypto__mak
@ibushi_maru
@moe_negi

Top Tweeters in G4:
@santchiweb
@releaseteam
@ifortknox
@echenze
@xaelbot
@fmfrancoise
@bolivarflojo
@wynandbooysen
@meladalklimat
@jmatuk

Top Tweeters in G5:
@robviglione
@ixkillax
@akentunal
@_blockandchain_
@flamzymarshall
@cryptorichyt
@gnojgnoj
@miyualmirante10
@cynthi_ritchie
@medatrader

Top Tweeters in G6:
@calcaware
@henrymp_
@serve4impact
@ciscolive
@welles
@tanolanus2
@vivianfrancos
@ch
@discoposse
@tjz1100

Top Tweeters in G7:
@mcdonalds
@wannawincompo
@mahermahert
@thecube
@fullnam35087976
@stu
@uofglasgow
@mattstarling
@uniofoxford
@crisis_uk

Top Tweeters in G8:
@threadreaderapp
@foxnews
@cnn
@barrettsallee
@mikelsevere
@nowthisnews
@ralphdrussoap
@mikejschaefer
@adamamin
@xlevix10

Top Tweeters in G9:
@gamergeeknews
@aainslie
@bascule
@zmanian
@jack
@satpal_satpal
@gadikian
@fredwilson
@peaceandwhisky
@edendhaliwal

Top Tweeters in G10:
@bradpierced3
@blanksmacor
@nanyna221
@saingsab
@maxmad19701
@cyclingcrypto
@luuk22819033
@deepdishcrypto
@zeeshan_h_shah
@lucidi