devnet, Twitter, 11/3/2019 6:46:23 PM, 215148


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devnet_2019-11-03_10-21-37.xlsx
devnet_2019-11-03_10-21-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 03, 2019
Short Description:
devnet via NodeXL http://bit.ly/2JOxcbE
@ciscodevnet
@horizenglobal
@fmfrancoise
@silviakspiva
@metoscm
@hfpreston
@reversepython
@nickrusso42518
@devnet
@arkecosystem

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

Description:
Description
The graph represents a network of 2,836 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, 03 November 2019 at 18:22 UTC.

The requested start date was Sunday, 03 November 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 38-day, 8-hour, 40-minute period from Wednesday, 25 September 2019 at 15:03 UTC to Saturday, 02 November 2019 at 23:44 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 : 2836
Unique Edges : 4133
Edges With Duplicates : 3583
Total Edges : 7716
Number of Edge Types : 3
Mentions : 6366
Replies to : 232
Tweet : 1118
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.044321940463065
Reciprocated Edge Ratio : 0.0848817567567568
Connected Components : 238
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 2422
Maximum Edges in a Connected Component : 6809
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.27204
Graph Density : 0.000589050330470171
Modularity : 0.433387
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,836 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, 03 November 2019 at 18:22 UTC.

The requested start date was Sunday, 03 November 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 38-day, 8-hour, 40-minute period from Wednesday, 25 September 2019 at 15:03 UTC to Saturday, 02 November 2019 at 23:44 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
[125] https://developer.cisco.com/events/ciscolivela19/
[37] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[28] https://blogs.cisco.com/developer/devnets-creative-cycle
[27] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[24] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[23] https://blogs.cisco.com/enterprise/youre-invited-to-ciscos-networking-next-virtual-event
[23] https://blogs.cisco.com/developer/network-service-based-automation-1

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

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

Top URLs in Tweet in G2:
[22] https://blogs.cisco.com/enterprise/youre-invited-to-ciscos-networking-next-virtual-event
[18] https://developer.cisco.com/events/ciscolivela19/
[16] https://blogs.cisco.com/developer/network-service-based-automation-1
[13] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[10] https://www.youtube.com/watch?v=1WXG2jnrCWg&feature=youtu.be

[9] https://www.ciscofeedback.vovici.com/se/705E3ECD1D8DCE96
[9] https://www.networkworld.com/article/3446043/10-things-to-know-about-ciscos-certification-overhaul.html
[9] https://blogs.cisco.com/developer/devnet-postman-collection
[6] https://www.networkworld.com/article/3446044/network-pros-react-to-new-cisco-certification-curriculum.html
[5] https://developer.cisco.com/network-automation/?utm_campaign=automation20&utm_source=social&utm_medium=otwitter-au-ian

Top URLs in Tweet in G3:
[66] https://developer.cisco.com/events/ciscolivela19/
[19] https://blogs.cisco.com/developer/devnets-creative-cycle
[10] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/cisco-live-cancún-2019-educación-la-puerta-a-la-innovación/959571154422226/
[10] https://www.facebook.com/CiscoNetworkingAcademyLatinoamerica/videos/959571154422226/?_rdc=1&_rdr
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214793
[7] https://www.cisco.com/c/es_mx/index.html
[7] https://developer.cisco.com/
[7] https://www.youtube.com/watch?v=vgG87eHstUc&feature=youtu.be

[6] https://gblogs.cisco.com/la/cslive-sspivia-el-ciclo-creativo-de-cisco-devnet/
[6] https://www.ciscofeedback.vovici.com/se/705E3ECD1D8DCE96

Top URLs in Tweet in G4:
[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 G5:
[15] https://developer.cisco.com/certification/?utm_campaign=certhomepage&utm_source=influitive&utm_medium=ciscocert
[7] https://www.brighttalk.com/webcast/17628/364990
[6] https://www.brighttalk.com/webcast/17628/364991
[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/
[2] https://blogs.cisco.com/developer/devnets-creative-cycle
[2] https://sites.ziftsolutions.com/cisco.ziftsolutions.com/8ac533fd5380b98d01538451262d1bf0?cid=8a9982ac6d91c8bf016d922c5cc0101e&url=https%3A%2F%2Fblogs.cisco.com%2Fdeveloper%2Fmeraki-devnet-express
[2] http://developer.cisco.com/certification
[2] https://coinmarketcal.com/en/event/ark-core-v2-6-on-devnet-26559

Top URLs in Tweet in G6:
[2] https://twitter.com/ryangrim/status/1189235477506867200
[1] https://networkingnerd.net/2019/07/12/the-development-of-devnets-future/

Top URLs in Tweet in G7:
[2] https://twitter.com/DCgubbins/status/1184025912876109824
[1] https://twitter.com/ciscodevnet/status/1179473237647990785
[1] https://developer.cisco.com/events/DevNet-Express-Barcelona-MERAKI-01-2020/#/
[1] https://blogs.cisco.com/developer/new-devnet-sandboxes
[1] https://blogs.cisco.com/news/ai-and-the-future-of-networks
[1] https://twitter.com/chintancsco/status/1189942643008126984
[1] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia
[1] https://twitter.com/Josey_Pedro/status/1178991425561808896
[1] https://twitter.com/CiscoDevNet/status/1179795192020267009
[1] https://www.youtube.com/watch?v=37CBID_1oOY&feature=youtu.be


Top URLs in Tweet in G8:
[16] https://itjinzai-lab.jp/article/detail/1828
[7] https://www.cisco.com/c/m/ja_jp/cisco-connect.html
[3] https://learningnetwork.cisco.com/docs/DOC-37060
[3] https://developer.cisco.com/site/sandbox/
[3] https://tekunabe.hatenablog.jp/entry/2019/01/01/juniper_vlabs
[3] https://twitter.com/zaki_hmkc/status/1185386782403121152
[2] https://www.brighttalk.com/webcast/17628/369066
[1] https://ccieojisan.net/post-1892/
[1] https://learningnetwork.cisco.com/community/certifications/devnet-associate/devasc/exam-topics
[1] https://blogs.cisco.com/developer/network-service-based-automation-1

Top URLs in Tweet in G9:
[6] https://extra.codemotion.com/the-cisco-devnet-coding-challenge/
[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.kongnews.it/orientamento-al-lavoro/a-codemotion-milano-tutte-le-novita-di-cisco-per-la-community-di-cisco-devnet/
[1] https://developer.cisco.com/aws/?utm_campaign=cloud19&utm_source=social&CAMPAIGN=Cloud&Country_Site=us&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=CiscoCloud
[1] https://developer.cisco.com/
[1] http://lsh.re/~/InvalidUrl
[1] https://gblogs.cisco.com/it/2019/10/22/la-community-per-gli-utenti-delle-soluzioni-software-cisco-per-multicloud/
[1] https://twitter.com/ilariasanvito74/status/1187669950179217408
[1] https://developer.cisco.com/devnetcreate/2020/?utm_campaign=create20&utm_source=social&utm_medium=otwitter-cfp1017-silvia

Top URLs in Tweet in G10:
[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/
[3] https://twitter.com/zmanian/status/1189927526056878080?s=20
[2] https://twitter.com/zmanian/status/1189927526056878080
[1] https://github.com/Kava-Labs/kava-devnet/tree/master/blockchain/x
[1] https://github.com/open-libra/devnet/issues/18#issuecomment-548983143

Top Domains
Top Domains in Tweet in Entire Graph:
[605] cisco.com
[539] ziftsolutions.com
[371] brighttalk.com
[258] youtube.com
[110] twitter.com
[70] linkedin.com
[64] facebook.com
[39] github.com
[39] adobe.com
[32] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[333] brighttalk.com
[230] cisco.com
[137] youtube.com
[41] facebook.com
[6] soundcloud.com
[4] twitter.com
[2] vovici.com
[2] buff.ly
[1] devops.com
[1] cvent.com

Top Domains in Tweet in G2:
[167] cisco.com
[92] youtube.com
[88] ziftsolutions.com
[48] twitter.com
[27] linkedin.com
[16] networkworld.com
[15] brighttalk.com
[12] youtu.be
[9] vovici.com
[6] skyline-ats.com

Top Domains in Tweet in G3:
[132] cisco.com
[31] nodexlgraphgallery.org
[22] youtube.com
[20] facebook.com
[10] twitter.com
[6] vovici.com
[3] ciscolive.com
[3] brighttalk.com
[2] instagram.com
[2] ansible.com

Top Domains in Tweet in G4:
[30] horizen.global

Top Domains in Tweet in G5:
[376] ziftsolutions.com
[37] linkedin.com
[30] cisco.com
[20] adobe.com
[13] brighttalk.com
[10] twitter.com
[8] reddit.com
[2] github.com
[2] getpostman.com
[2] medium.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] networkingnerd.net

Top Domains in Tweet in G7:
[6] twitter.com
[4] cisco.com
[2] youtube.com

Top Domains in Tweet in G8:
[22] cisco.com
[16] itjinzai-lab.jp
[3] brighttalk.com
[3] hatenablog.jp
[3] twitter.com
[2] youtube.com
[1] ccieojisan.net
[1] ciscopress.com
[1] medium.com

Top Domains in Tweet in G9:
[7] codemotion.com
[5] cisco.com
[1] kongnews.it
[1] lsh.re
[1] twitter.com
[1] youtube.com
[1] primapagina.it

Top Domains in Tweet in G10:
[29] github.com
[14] twitter.com
[6] substack.com
[6] realsatoshi.net
[5] agoric.com
[1] t.me
[1] nucypher.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1334] devnet
[376] horizensidechains
[351] ciscolivela
[163] netdevops
[141] cisco
[99] sandbox
[86] pyats
[79] sdn
[61] init6
[58] ccna



Top Hashtags in Tweet in G1:
[151] devnet
[103] ciscolivela
[16] teamdevnet
[6] devnetcert
[6] acianywhere
[5] cisconso
[5] netdevops
[5] networking
[5] automation
[4] init6

Top Hashtags in Tweet in G2:
[561] devnet
[136] netdevops
[79] sandbox
[69] sdn
[57] pyats
[57] ciscolivela
[57] init6
[35] cisco
[27] python
[21] aci

Top Hashtags in Tweet in G3:
[310] devnet
[187] ciscolivela
[46] ark
[31] cisco
[29] ccna
[23] ciscopartners
[22] teamdevnet
[21] python
[20] datasys
[17] devnetzone

Top Hashtags in Tweet in G4:
[359] horizensidechains
[44] horizen
[2] ark
[2] devnet

Top Hashtags in Tweet in G5:
[96] devnet
[14] ciscodevnet
[13] ciscogateway
[13] ciscocert
[12] certification
[11] cisco
[6] ccie
[5] ciscose
[5] ciscolab
[5] ciscotraining

Top Hashtags in Tweet in G6:
[1] clus
[1] clus19

Top Hashtags in Tweet in G7:
[42] devnet
[17] hackathon
[17] cisco
[11] ciscouc19
[11] devnetexpress
[6] tech
[6] innovation
[5] networking
[4] ansible
[4] labeveryday

Top Hashtags in Tweet in G8:
[33] devnet
[20] cisco
[18] pyats
[16] ネットワーク自動化
[6] cisco_se
[4] ciscose
[2] ネットワーク
[2] 自動化
[1] cisconso
[1] netdevops

Top Hashtags in Tweet in G9:
[34] devnet
[27] codemotionmilan19
[14] vapp4codemotion
[10] cisco
[8] milano
[3] digitaliani
[3] milan
[2] impresa40
[2] meraki
[2] ciscopclub19

Top Hashtags in Tweet in G10:
[2] openlibra
[2] validator

Top Words
Top Words in Tweet in Entire Graph:
[2278] Words in Sentiment List#1: Positive
[873] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[97599] Non-categorized Words
[100751] Total Words
[2217] devnet
[1937] ciscodevnet
[1365] cisco
[1350] new
[1334] #devnet

Top Words in Tweet in G1:
[1155] ciscodevnet
[822] devnet
[588] new
[494] puppet
[494] cisco
[455] learn
[354] certification
[339] enterprise
[336] networking
[332] look

Top Words in Tweet in G2:
[561] #devnet
[459] devnet
[415] cisco
[403] ciscodevnet
[263] network
[240] new
[213] automation
[185] hfpreston
[166] out
[136] #netdevops

Top Words in Tweet in G3:
[314] ciscodevnet
[310] #devnet
[275] silviakspiva
[240] cisco
[187] #ciscolivela
[164] s
[149] career
[146] prashanthshenoy
[145] listen
[144] mean

Top Words in Tweet in G4:
[390] alpha
[382] until
[382] release
[382] new
[382] whitepaper
[382] count
[371] horizenglobal
[359] #horizensidechains
[333] down
[304] next

Top Words in Tweet in G5:
[449] devnet
[175] meraki
[130] automation
[126] certifications
[119] ready
[119] exam
[97] webinar
[96] #devnet
[93] cisco
[90] adding

Top Words in Tweet in G6:
[20] devnet
[8] heavensfx
[7] huskerextrapg
[6] cramp
[6] s
[5] 2
[5] first
[5] leader
[4] sure
[4] class

Top Words in Tweet in G7:
[43] devnet
[42] #devnet
[35] natilikgroup
[28] ciscodevnet
[21] team
[21] dcgubbins
[17] chintancsco
[17] #hackathon
[17] #cisco
[16] days

Top Words in Tweet in G8:
[109] ã
[38] devnet
[35] genie
[34] pyats
[33] #devnet
[20] #cisco
[18] #pyats
[18] cisco
[16] ブログ更新
[16] ならシリアルコンソール経由での自動化も可能です

Top Words in Tweet in G9:
[37] codemotionit
[34] #devnet
[33] ciscodevnet
[33] e
[31] ciscoitalia
[30] cisco
[27] #codemotionmilan19
[24] day
[24] devnet
[22] il

Top Words in Tweet in G10:
[56] co
[46] https
[46] t
[22] cosmos
[20] devnet
[20] libra
[17] open_libra
[17] 0
[17] tooling
[16] 3

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[508] new,devnet
[406] devnet,certification
[391] alpha,release
[391] release,new
[391] new,whitepaper
[391] whitepaper,count
[366] take,look
[366] #horizensidechains,alpha
[359] until,#horizensidechains
[356] learn,new

Top Word Pairs in Tweet in G1:
[439] new,devnet
[346] devnet,certification
[339] learn,new
[331] enterprise,networking
[330] take,look
[329] certification,take
[329] look,enterprise
[329] ciscodevnet,learn
[325] networking,ex
[198] network,automation

Top Word Pairs in Tweet in G2:
[100] network,automation
[84] devnet,associate
[73] check,out
[69] certified,devnet
[69] associate,exam
[66] #devnet,#sandbox
[59] #netdevops,#devnet
[59] study,plan
[56] #devnet,#sdn
[56] cisco,certified

Top Word Pairs in Tweet in G3:
[144] ciscodevnet,mean
[144] mean,career
[144] career,professional
[144] professional,listen
[144] s,prashanthshenoy
[144] prashanthshenoy,silviakspiva
[128] cisco,s
[125] listen,cisco
[125] silviakspiva,vi
[48] #devnet,#ciscolivela

Top Word Pairs in Tweet in G4:
[382] alpha,release
[382] release,new
[382] new,whitepaper
[382] whitepaper,count
[359] #horizensidechains,alpha
[352] until,#horizensidechains
[333] count,down
[304] down,next
[301] next,major
[301] major,milestone

Top Word Pairs in Tweet in G5:
[120] devnet,certifications
[119] certifications,ready
[89] devnet,automation
[89] automation,exchange
[89] exchange,use
[89] use,case
[89] case,webinar
[89] webinar,adding
[89] adding,l3
[89] l3,firewall

Top Word Pairs in Tweet in G6:
[6] devnet,heavensfx
[6] devnet,huskerextrapg
[3] kmadams88,devnet
[2] spurlockstephan,devnet
[2] cramp,40
[2] 40,degree
[2] mikebecker19,swmckewonowh
[2] spoke,distraught
[2] distraught,special
[2] special,forces

Top Word Pairs in Tweet in G7:
[14] two,days
[14] devnet,express
[11] ciscodevnet,team
[10] #devnet,#devnetexpress
[10] 2,0
[9] we've,amazing
[9] amazing,two
[9] days,filming
[9] filming,ciscodevnet
[9] team,chatting

Top Word Pairs in Tweet in G8:
[60] ã,ã
[34] pyats,genie
[18] #cisco,#devnet
[16] ブログ更新,pyats
[16] genie,ならシリアルコンソール経由での自動化も可能です
[16] ならシリアルコンソール経由での自動化も可能です,#pyats
[16] #pyats,#cisco
[16] #devnet,#ネットワーク自動化
[16] #ネットワーク自動化,pyats
[16] genie,シリアルコンソール経由でネットワーク機器へ接続

Top Word Pairs in Tweet in G9:
[13] #codemotionmilan19,#devnet
[12] second,amazing
[12] amazing,day
[12] day,codemotionit
[12] codemotionit,ciscodevnet
[12] ciscodevnet,community
[12] community,growing
[12] growing,fast
[12] fast,#codemotionmilan19
[12] #devnet,ciscoitalia

Top Word Pairs in Tweet in G10:
[46] https,t
[45] t,co
[16] devnet,0
[15] open_libra,devnet
[12] ready,launch
[12] launch,open_libra
[12] 0,testing
[12] testing,building
[12] building,tooling
[12] tooling,use

Top Replied-To
Top Replied-To in Entire Graph:
@ciscodevnet
@silviakspiva
@hfpreston
@devnet
@devnetcreate
@ciscolivelatam
@susiewee
@data_knox
@bigevilbeard
@ciscolivemel

Top Replied-To in G1:
@silviakspiva
@ciscodevnet
@ciscolivelatam
@data_knox
@ciscokiwi
@devnetcreate
@ricardo_vallino
@juanda2
@learningatcisco

Top Replied-To in G2:
@hfpreston
@silviakspiva
@susiewee
@ciscodevnet
@devnetcreate
@j23evan
@darenfulwell
@ciscolivelatam
@bigevilbeard
@prodoom

Top Replied-To in G3:
@ciscodevnet
@ciscolivemel
@jason_gooley
@devnetcreate
@hfpreston
@carlosncano1
@rcattell
@lauren
@eiddor
@chara_kontaxi

Top Replied-To in G4:
@_blockandchain_
@crypto101pod

Top Replied-To in G6:
@devnet
@mikelsevere
@johnmark
@spurlockstephan
@heavensfx
@chaddyboxer
@kmadams88
@tmiles5151
@zachhigginson
@huskerextrapg

Top Replied-To in G7:
@dcgubbins
@natilikgroup

Top Replied-To in G10:
@open_libra
@ethereum

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

Top Mentioned in G1:
@ciscodevnet
@silviakspiva
@ciscolivelatam
@cisco_la
@mandywhaley
@getpostman
@hfpreston
@cisco
@juanda2

Top Mentioned in G2:
@ciscodevnet
@hfpreston
@nickrusso42518
@silviakspiva
@cisco
@ciscolivelatam
@bigevilbeard
@netdevopslive
@devnetcreate
@johnamcdonough

Top Mentioned in G3:
@ciscodevnet
@silviakspiva
@prashanthshenoy
@ciscolivelatam
@arkecosystem
@cisco_la
@davidbombal
@hfpreston
@chuckstickney
@data_knox

Top Mentioned in G4:
@horizenglobal
@thretto
@horizenfr
@arkecosystem
@crypto101pod
@_blockandchain_

Top Mentioned in G5:
@tokenjay

Top Mentioned in G6:
@devnet
@heavensfx
@huskerextrapg
@justicedems
@mikebecker19
@swmckewonowh
@pauls551
@adybarkan
@petebuttigieg
@aoc

Top Mentioned in G7:
@natilikgroup
@ciscodevnet
@dcgubbins
@chintancsco
@mcdonalds
@wearecisco
@maty0609
@meraki
@susiewee
@josey_pedro

Top Mentioned in G8:
@ccieojisan
@akira6592
@shoeisha_books
@kazumasaikuta
@you_184
@ciscocertjapan
@johnamcdonough
@brighttalk

Top Mentioned in G9:
@codemotionit
@ciscodevnet
@ciscoitalia
@annhead1984
@vappview
@cisco
@ciscocloud
@ilariasanvito74
@inpecohealth
@c

Top Mentioned in G10:
@cosmos
@open_libra
@akashnet_
@zmanian
@iqlusioninc
@adriana_kalpa
@agoric
@realsatoshinet
@staked_us
@chainflowpos

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@cryptotraderpro
@market_screener
@hrblock_21
@gamergeeknews
@digestwordpress
@5fec93919a544d3
@aldoceccarelli
@raumunz
@mohitsmartlove

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

Top Tweeters in G2:
@santchiweb
@codernotesbot
@calcaware
@starbucks
@gallifreyan
@bolivarflojo
@xaelbot
@verizon
@tundebharbs96
@fern_herrerajr

Top Tweeters in G3:
@5fec93919a544d3
@releaseteam
@henrymp_
@stfuimtweetn0_o
@rmendez1
@lufranlou
@reach2sanket
@fmfrancoise
@zibrailmohamma3
@kan7sas

Top Tweeters in G4:
@robviglione
@akentunal
@stevey247
@ixkillax
@_blockandchain_
@flamzymarshall
@cryptorichyt
@algibran_rudi
@miyualmirante10
@cynthi_ritchie

Top Tweeters in G5:
@cryptotraderpro
@market_screener
@aldoceccarelli
@rvp
@trumpathon
@rldi_lamy
@crypto__mak
@ibushi_maru
@lucid00
@jdm7dv

Top Tweeters in G6:
@foxnews
@cnn
@mikelsevere
@nowthisnews
@twitati
@10_nov
@nadinebabu
@mikejschaefer
@xlevix10
@swmckewonowh

Top Tweeters in G7:
@mcdonalds
@uofglasgow
@mattstarling
@tahir_sharif
@crisis_uk
@ciscouki
@wearecisco
@royalholloway
@austinwoman
@ian_chard

Top Tweeters in G8:
@iruka3
@zaki_hmkc
@ahash
@tarumann1973
@enmturtle
@sigeharucom
@seafay
@erre_factory
@takureno13
@ysaito8015

Top Tweeters in G9:
@fnicodemo
@zedotoko
@codemotionit
@webex
@dgiluz
@brainbraga
@ciscoitalia
@hectorivand
@ciscocloud
@annhead1984

Top Tweeters in G10:
@gamergeeknews
@bascule
@zmanian
@jack
@satpal_satpal
@gadikian
@ethereumnetw
@peaceandwhisky
@edendhaliwal
@cjremus


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