devnet, Twitter, 1/3/2021 7:53:21 PM, 244727


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devnet_2021-01-03_08-30-01.xlsx
devnet_2021-01-03_08-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2021
Short Description:
devnet via NodeXL https://bit.ly/3hD9KO9
@ciscodevnet
@davidbombal
@iohk_charles
@sebael5
@cardanians_io
@bexxmodd
@giftedlane
@iohkmedia
@learningatcisco
@bigevilbeard

Top hashtags:
#devnet
#cardano
#cisco
#solidity
#python
#devnetclassof2020
#ccna
#100daysofcode

Description:
Description
The graph represents a network of 3,287 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 January 2021 at 16:51 UTC.

The requested start date was Sunday, 03 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 41-day, 6-hour, 48-minute period from Sunday, 22 November 2020 at 17:45 UTC to Sunday, 03 January 2021 at 00:33 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 : 3287
Unique Edges : 2409
Edges With Duplicates : 11946
Total Edges : 14355
Number of Edge Types : 5
Retweet : 4420
MentionsInRetweet : 5646
Replies to : 579
Mentions : 1708
Tweet : 2002
Self-Loops : 2033
Reciprocated Vertex Pair Ratio : 0.0395205094587001
Reciprocated Edge Ratio : 0.076036036036036
Connected Components : 411
Single-Vertex Connected Components : 353
Maximum Vertices in a Connected Component : 2766
Maximum Edges in a Connected Component : 12996
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.346962
Graph Density : 0.000513837409992814
Modularity : 0.321947
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,287 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 January 2021 at 16:51 UTC.

The requested start date was Sunday, 03 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 41-day, 6-hour, 48-minute period from Sunday, 22 November 2020 at 17:45 UTC to Sunday, 03 January 2021 at 00:33 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:
[457] https://blogs.cisco.com/developer/2021-with-devnet?ccid=startnow21&dtid=mediabuy&oid=dntwitter-global
[207] https://developers.cardano.org/en/virtual-machines/kevm/overview/
[191] https://mkto.cisco.com/devnet-create.html?utm_campaign=devnetcreate21&utm_source=certinsiders&utm_medium=influitive-devnetcreate
[87] https://www.youtube.com/watch?v=KZsq9NvbLhQ&feature=youtu.be

[82] https://blogs.cisco.com/developer/get-devnet-certified-in-2020
[45] https://cryptoslate.com/iohks-new-kevm-devnet-opens-up-cardano-for-ethereum-developers/
[30] https://blogs.cisco.com/developer/2021-with-devnet
[23] https://www.youtube.com/watch?v=LsIZ4v7YXSI&feature=youtu.be

[23] https://forum.cardano.org/t/smart-contracts-arrive-through-the-kevm-devnet-what-does-this-mean-for-cardano/43398
[23] https://ambcrypto.com/cardano-launches-ethereum-virtual-machine-devnet/

Top URLs in Tweet in G1:
[444] https://blogs.cisco.com/developer/2021-with-devnet?ccid=startnow21&dtid=mediabuy&oid=dntwitter-global
[85] https://www.youtube.com/watch?v=KZsq9NvbLhQ&feature=youtu.be

[67] https://blogs.cisco.com/developer/get-devnet-certified-in-2020
[16] https://www.youtube.com/watch?v=LsIZ4v7YXSI&feature=youtu.be

[13] https://blogs.cisco.com/developer/2021-with-devnet
[12] https://blogs.cisco.com/developer/devnet-video-channel
[10] https://developer.cisco.com/classof2020/bundle/?utm_campaign=classof2020&utm_source=mediabuy&utm_medium=dntwitter-bundle-in
[6] https://www.youtube.com/watch?v=0eHSqtV6UBA&feature=youtu.be

[6] https://www.brighttalk.com/webcast/17628/461024?utm_source=Cisco+DevNet&utm_medium=brighttalk&utm_campaign=461024
[6] https://blogs.cisco.com/developer/2021-with-devnet?ccid=startnow21&dtid=mediabuy&oid=dntwitter-us

Top URLs in Tweet in G2:
[204] https://developers.cardano.org/en/virtual-machines/kevm/overview/
[30] https://cryptoslate.com/iohks-new-kevm-devnet-opens-up-cardano-for-ethereum-developers/
[19] https://forum.cardano.org/t/smart-contracts-arrive-through-the-kevm-devnet-what-does-this-mean-for-cardano/43398
[10] https://iohk.io/en/blog/posts/2020/12/17/devnets-building-bridges-to-developer-communities/
[9] https://developers.cardano.org/
[8] https://cryptocomes.com/news/cardano-ada-introduces-two-development-environments-welcomes-ethereum-and-non-blockchain-devs
[7] https://www.youtube.com/watch?v=fGGV4fzV2Z8&feature=youtu.be

[6] https://forum.cardano.org/t/why-cardano-chose-haskell-and-why-you-should-care/43085
[6] https://forum.cardano.org/t/project-renovare-brand-reappraisal-nomination-creating-change-with-cardano/42923
[6] https://cryptogazette.com/iohks-new-kevm-devnet-opens-up-cardano-for-eth-developers/#disqus_thread

Top URLs in Tweet in G3:
[12] https://lostintransit.se/2020/12/06/getting-devnet-associate-200-901-certified/
[12] https://blogs.cisco.com/developer/2021-with-devnet
[11] https://blogs.cisco.com/developer/start-in-network-automation
[11] https://video.cisco.com/video/6214259188001
[10] https://www.udemy.com/course/neuralnets/?referralCode=A64E29AEFC2CBD5F1BF8&utm_content=promo&utm_campaign=2020-12-24&utm_source=email-sendgrid&utm_term=9419568&utm_medium=2435072
[10] https://www.udemy.com/course/handsonml/?referralCode=0E7C75761FE6442F221D&utm_content=promo&utm_campaign=2020-12-24&utm_source=email-sendgrid&utm_term=9419568&utm_medium=2435072
[10] https://mkto.cisco.com/devnet-create.html?utm_campaign=devnetcreate21&utm_source=certinsiders&utm_medium=influitive-devnetcreate
[9] https://www.youtube.com/watch?v=RlUqfxODYAY&feature=youtu.be

[9] https://blogs.cisco.com/developer/get-devnet-certified-in-2020
[8] https://www.twitch.tv/giftedlane

Top URLs in Tweet in G4:
[116] https://mkto.cisco.com/devnet-create.html?utm_campaign=devnetcreate21&utm_source=certinsiders&utm_medium=influitive-devnetcreate
[14] https://ambcrypto.com/cardano-launches-ethereum-virtual-machine-devnet/
[14] https://cryptoslate.com/iohks-new-kevm-devnet-opens-up-cardano-for-ethereum-developers/
[5] https://twinybots.ch/
[5] https://blogs.cisco.com/developer/2021-with-devnet?ccid=startnow21&dtid=mediabuy&oid=dntwitter-global
[4] https://blogs.cisco.com/developer/get-devnet-certified-in-2020
[4] https://searchnetworking.techtarget.com/feature/Network-pros-share-Cisco-DevNet-certification-advice
[4] https://bitcoinwarrior.net/2020/12/cardano-ada-to-roll-out-ethereum-devnet-virtual-machine/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://cryptonewmedia.press/iohks-new-kevm-devnet-opens-up-cardano-for-ethereum-developers/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+BitcoinIndependentNewsAndBlog+%28Cryptocurrency+new+media+press%29
[4] https://secure.livechatinc.com/licence/10189522/v2/open_chat.cgi?groups=0

Top URLs in Tweet in G5:
[13] https://www.youtube.com/watch?v=dlz0XmeFneU&feature=youtu.be

[11] https://www.youtube.com/watch?v=xgE1T8xxhgE&feature=youtu.be

[3] https://www.cisco.com/c/en/us/td/docs/solutions/Enterprise/WAN_and_MAN/QoS_SRND/QoS-SRND-Book/QoSIntro.html
[2] https://en.wikipedia.org/wiki/Hypervisor
[1] https://www.youtube.com/watch?v=gbwp6xkYRvs&feature=youtu.be

[1] https://twitter.com/chuckablack/status/1331454945048948737
[1] https://www.cisco.com/c/en/us/support/docs/routers/10000-series-routers/50421-config-register-use.html
[1] https://en.wikipedia.org/wiki/Address_Resolution_Protocol
[1] https://www.cisco.com/c/en/us/td/docs/ios-xml/ios/ipaddr_nat/configuration/15-mt/nat-15-mt-book/iadnat-addr-consv.html#GUID-6882F409-51AC-43C6-B718-1AB3DC781FBB
[1] https://tools.ietf.org/html/rfc1027

Top URLs in Tweet in G6:
[62] https://mkto.cisco.com/devnet-create.html?utm_campaign=devnetcreate21&utm_source=certinsiders&utm_medium=influitive-devnetcreate
[12] https://developer.cisco.com/startnow/?utm_campaign=startnow21&utm_source=social&utm_medium=lctwitter-iot+edge-computing
[5] https://developer.cisco.com/classof2020/?utm_campaign=classof2020&utm_source=social&utm_medium=lctwitter-classof2020
[3] https://developer.cisco.com/startnow/?utm_campaign=startnow21&utm_source=social&utm_medium=lctwitter-security
[2] https://developer.cisco.com/classof2020/bundle/?utm_campaign=classof2020&utm_source=social&utm_medium=lctwitter-countdownbundle
[2] https://learningnetwork.cisco.com/s/event/a043i00000Al3swAAB/devnet-class-of-2020-associate-exam-cram-intro-to-yang-data-models?ccid=classof2020&dtid=social&oid=lctwitter
[2] https://learningnetwork.cisco.com/s/event/a043i00000Al3t6AAB/devnet-class-of-2020-associate-exam-cram-intro-to-nso?ccid=classof2020&dtid=social&oid=lctwitter-IntrotoNSO
[1] https://www.youracclaim.com/badges/5a734060-7d04-46d5-98f1-00f7742e9b36/twitter
[1] https://www.youracclaim.com/badges/7b192933-909b-49b5-801b-f5667ccc8ff9/twitter
[1] https://developer.cisco.com/startnow/?utm_campaign=startnow21&utm_source=social&utm_medium=lctwitter-

Top URLs in Tweet in G7:
[11] https://mikefarah.gitbook.io/yq/
[7] https://guides.github.com/
[4] https://ttl255.com/ansible-until-loop/
[3] https://www.instagram.com/accounts/login/
[2] https://www.youtube.com/watch?v=dlz0XmeFneU&feature=youtu.be

[2] https://www.instagram.com/p/CH_VDvhL2Nz/?utm_source=ig_web_button_share_sheet
[1] https://github.com/joseeden/capstone-google_it_automation_with_python
[1] https://www.youtube.com/watch?v=q2LUXeEgsDU&feature=youtu.be

[1] http://training.karneliuk.com/
[1] https://karneliuk.com/2020/12/dc-part-17-high-available-server-cluster-connected-to-dc-fabric/

Top URLs in Tweet in G8:
[15] https://learningnetwork.cisco.com/s/jp-cln
[9] https://usage-automate.hatenablog.com/entry/2020/12/30/083416
[6] https://qiita.com/nkawabat/items/87223d4d8fbf633db958
[6] https://qiita.com/katu7414/items/f42c5cdc71bee3b1b19b
[5] https://codezine.jp/article/detail/13177
[4] https://qiita.com/eiuemura/items/6f7c3bbd6c631ccacf62
[4] https://qiita.com/tahigash/items/753cffdbf6380afa823f
[4] https://codezine.jp/questionnaire/1003
[4] https://learningnetwork.cisco.com/s/jp-classof2020-bundle
[3] https://learningnetwork.cisco.com/s/article/jp-devnet-cert-training-webinar

Top URLs in Tweet in G9:
[6] https://ambcrypto.com/cardano-launches-ethereum-virtual-machine-devnet/
[1] https://fintechzoom.com/fintech_news_ethereum/ethereum-iohk-launches-kevm-devnet-for-cardano-bankless-times/
[1] https://fintechzoom.com/fintech_news_cisco/network-pros-share-cisco-devnet-certification-advice/
[1] https://fintechzoom.com/fintech_news_ethereum/ethereum-cardano-launches-ethereum-virtual-machine-devnet/
[1] https://cryptoslate.com/iohks-new-kevm-devnet-opens-up-cardano-for-ethereum-developers/

Top URLs in Tweet in G10:
[1] https://twitter.com/PickSixPreviews/status/1053737170735976449
[1] https://searchnetworking.techtarget.com/feature/Is-Cisco-DevNet-worth-it-Experts-say-yes-its-the-future
[1] https://www.youtube.com/watch?v=tmDp6Ypardo&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[1048] cisco.com
[634] ziftsolutions.com
[267] twitter.com
[267] youtube.com
[259] cardano.org
[98] linkedin.com
[82] qiita.com
[53] youracclaim.com
[51] cryptoslate.com
[35] techtarget.com

Top Domains in Tweet in G1:
[596] cisco.com
[118] youtube.com
[9] twitter.com
[6] brighttalk.com
[3] techtarget.com
[2] youracclaim.com
[2] linkedin.com
[1] zigbits.tech
[1] noblinkyblinky.com
[1] webex.com

Top Domains in Tweet in G2:
[250] cardano.org
[31] cryptoslate.com
[18] youtube.com
[16] twitter.com
[13] cryptogazette.com
[10] iohk.io
[9] cryptocomes.com
[3] enqlave.io
[3] invezz.com
[2] iohkdev.io

Top Domains in Tweet in G3:
[158] twitter.com
[140] cisco.com
[83] youtube.com
[56] linkedin.com
[24] youracclaim.com
[24] techtarget.com
[21] udemy.com
[17] lostintransit.se
[15] pinterest.com
[11] github.com

Top Domains in Tweet in G4:
[634] ziftsolutions.com
[135] cisco.com
[37] linkedin.com
[20] ambcrypto.com
[18] twitter.com
[17] cryptoslate.com
[16] reddit.com
[10] youtube.com
[9] google.com
[8] adobe.com

Top Domains in Tweet in G5:
[25] youtube.com
[5] cisco.com
[4] wikipedia.org
[3] twitter.com
[2] udemy.com
[1] ietf.org
[1] teachable.com
[1] cardano.org

Top Domains in Tweet in G6:
[103] cisco.com
[19] youracclaim.com
[6] twitter.com
[3] youtube.com
[1] webex.com
[1] youtu.be
[1] cvent.com
[1] linkedin.com

Top Domains in Tweet in G7:
[11] github.com
[11] gitbook.io
[7] szkoladevnet.pl
[6] youtube.com
[6] ttl255.com
[6] cisco.com
[5] instagram.com
[4] youracclaim.com
[3] twitter.com
[2] karneliuk.com

Top Domains in Tweet in G8:
[75] qiita.com
[56] cisco.com
[45] twitter.com
[10] codezine.jp
[9] hatenablog.com
[3] built.io
[2] webex.com
[2] youtube.com
[1] devnetcloud.com
[1] gitbook.io

Top Domains in Tweet in G9:
[6] ambcrypto.com
[3] fintechzoom.com
[1] cryptoslate.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] techtarget.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2032] devnet
[724] cardano
[438] cisco
[388] solidity
[325] python
[297] devnetclassof2020
[281] ccna
[190] 100daysofcode
[158] ciscocert
[158] gns3



Top Hashtags in Tweet in G1:
[49] devnet
[20] devnetclassof2020
[11] cloud
[10] ciscopartner
[7] weloveourpartners
[5] terraform
[5] aci
[5] datacenter
[5] mso
[4] teamdevnet

Top Hashtags in Tweet in G2:
[699] cardano
[385] solidity
[88] ethereum
[87] blockchain
[68] smartcontracts
[55] interoperability
[53] kevm
[51] ada
[16] goguen
[14] カルダノ

Top Hashtags in Tweet in G3:
[1114] devnet
[205] cisco
[191] devnetclassof2020
[123] python
[103] ciscocert
[82] ccna
[81] ciscochampion
[65] labeveryday
[47] giftedlane
[42] automation

Top Hashtags in Tweet in G4:
[79] devnet
[33] cisco
[19] ethereum
[16] cardano
[14] bitcoin
[13] cryptocurrency
[11] devnetclassof2020
[9] ccna
[8] ada
[7] ccnp

Top Hashtags in Tweet in G5:
[339] devnet
[161] ccna
[134] gns3
[133] python
[126] cisco
[107] pythonprogramming
[107] coder
[107] programming
[61] linux
[48] kali

Top Hashtags in Tweet in G6:
[64] devnet
[62] devnetclassof2020
[38] ciscocert
[12] iot
[9] cisco
[6] ccie
[3] ccna
[2] ccnp
[2] python
[2] devnet500

Top Hashtags in Tweet in G7:
[184] 100daysofcode
[138] devnet
[45] python
[38] devcommunity
[37] linux
[34] devops
[30] networkautomation
[30] cisco
[22] codenewbie
[20] netdevops

Top Hashtags in Tweet in G8:
[194] devnet
[94] ciscojapan
[92] qiita
[19] ccna
[19] ccnp
[19] ccie
[19] pyats
[15] cisco
[14] cml
[12] python

Top Hashtags in Tweet in G9:
[4] cryptocurrency
[3] cardano
[3] ethereum
[3] fintech
[3] blockchain
[3] crypto
[3] ico
[1] bitcoin

Top Hashtags in Tweet in G10:
[4] phd
[4] devnet
[4] conference
[4] devnet2020
[1] phdlife
[1] developmentresearch
[1] geography

Top Words
Top Words in Tweet in Entire Graph:
[4556] devnet
[2028] #devnet
[1381] cisco
[1344] year
[1284] ciscodevnet
[868] 2020
[865] community
[765] 2021
[723] #cardano
[702] cardano

Top Words in Tweet in G1:
[982] devnet
[980] year
[850] ciscodevnet
[631] community
[560] cisco
[477] 2021
[470] make
[450] five
[450] ways
[185] 2020

Top Words in Tweet in G2:
[1400] devnet
[698] #cardano
[581] kevm
[521] cardano
[508] smart
[385] #solidity
[343] developers
[338] contracts
[333] developer
[304] inputoutputhk

Top Words in Tweet in G3:
[1113] #devnet
[677] devnet
[383] ciscodevnet
[338] cisco
[235] exam
[227] associate
[207] #cisco
[201] network
[191] #devnetclassof2020
[181] labeveryday

Top Words in Tweet in G4:
[985] devnet
[343] 2020
[266] cisco
[194] minute
[193] grab
[193] seat
[193] snack
[179] virtual
[134] create
[132] cardano

Top Words in Tweet in G5:
[339] #devnet
[294] davidbombal
[161] #ccna
[134] #gns3
[133] #python
[128] gns3
[126] #cisco
[125] python
[107] learn
[107] #pythonprogramming

Top Words in Tweet in G6:
[169] join
[165] devnet
[158] learningatcisco
[113] exam
[87] learn
[78] free
[75] cram
[73] series
[72] webinar
[72] leaders

Top Words in Tweet in G7:
[184] #100daysofcode
[172] eden_noel08
[162] day
[138] #devnet
[110] mrcloudmustache
[84] cisco
[75] coding
[72] lots
[53] devnet
[53] learned

Top Words in Tweet in G8:
[194] #devnet
[122] ãƒ
[95] calendar
[94] #ciscojapan
[92] #qiita
[87] シスコジャパンadvent
[82] ciscocertjapan
[69] devnet
[69] 12
[66] æ

Top Words in Tweet in G9:
[40] devnet
[29] utoday_en
[29] flrfinance
[29] dflr
[29] yflr
[29] introduces
[29] invites
[29] 200
[29] supporters
[29] participate

Top Words in Tweet in G10:
[46] devnet
[28] sonyagraci
[27] drannehardy1
[23] jmcheer1
[21] drtamarayoung
[17] deck
[10] conference
[9] kim
[9] kessler
[8] session

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[817] cisco,devnet
[707] devnet,community
[589] kevm,devnet
[488] make,2021
[487] 2021,year
[470] five,ways
[470] ways,make
[458] year,cisco
[458] community,year
[451] ciscodevnet,five

Top Word Pairs in Tweet in G1:
[567] devnet,community
[476] cisco,devnet
[463] make,2021
[463] 2021,year
[450] five,ways
[450] ways,make
[450] year,cisco
[450] community,year
[448] ciscodevnet,five
[150] devnet,certifications

Top Word Pairs in Tweet in G2:
[513] kevm,devnet
[338] smart,contracts
[211] start,writing
[202] contracts,cardano
[200] evm,devnet
[200] devnet,start
[200] writing,smart
[199] alright,evm
[199] cardano,see
[198] iohk_charles,alright

Top Word Pairs in Tweet in G3:
[112] devnet,associate
[94] cisco,devnet
[80] #devnet,associate
[76] network,automation
[67] associate,exam
[60] #cisco,#devnet
[58] class,2020
[57] exam,cram
[53] #devnet,#devnetclassof2020
[53] #ccna,#devnet

Top Word Pairs in Tweet in G4:
[218] cisco,devnet
[193] grab,seat
[193] devnet,snack
[193] snack,minute
[148] seat,devnet
[132] devnet,create
[127] flip,script
[127] script,devnet
[127] devnet,certified
[127] certified,2020

Top Word Pairs in Tweet in G5:
[135] #ccna,#devnet
[123] #devnet,#gns3
[121] #python,#devnet
[107] learn,python
[107] python,#python
[107] #devnet,#pythonprogramming
[107] #pythonprogramming,#coder
[107] #coder,#programming
[99] davidbombal,learn
[89] #gns3,#cisco

Top Word Pairs in Tweet in G6:
[75] exam,cram
[71] free,exam
[70] join,top
[70] top,thought
[70] thought,leaders
[70] leaders,devnet
[70] devnet,free
[70] cram,webinar
[70] webinar,series
[70] series,hosted

Top Word Pairs in Tweet in G7:
[115] eden_noel08,day
[38] single,multiple
[35] #100daysofcode,learned
[34] #100daysofcode,#devcommunity
[30] taking,reroute
[30] reroute,back
[30] back,networking
[30] networking,newer
[30] newer,tools
[30] tools,bag

Top Word Pairs in Tweet in G8:
[94] #devnet,#ciscojapan
[87] #ciscojapan,#qiita
[84] シスコジャパンadvent,calendar
[66] calendar,12
[64] ãƒ,ãƒ
[46] ciscocertjapan,シスコジャパンadvent
[20] devnet,associate
[16] #ccna,#ccnp
[16] æ,æ
[15] #ccnp,#ccie

Top Word Pairs in Tweet in G9:
[29] utoday_en,flrfinance
[29] flrfinance,dflr
[29] dflr,yflr
[29] yflr,introduces
[29] introduces,devnet
[29] devnet,invites
[29] invites,200
[29] 200,supporters
[29] supporters,participate
[29] participate,flarenetworks

Top Word Pairs in Tweet in G10:
[26] sonyagraci,devnet
[9] kim,kessler
[9] drtamarayoung,sonyagraci
[8] drannehardy1,sonyagraci
[7] jmcheer1,sonyagraci
[7] devnet,drannehardy1
[6] kia,ora
[6] ora,morena
[6] morena,ðÿœž
[6] ðÿœž,devnet

Top Replied-To
Top Replied-To in Entire Graph:
@danieldibswe
@noblinkyblinky
@bigevilbeard
@ciscodevnet
@iwiizkiid
@data_knox
@labeveryday
@silviakspiva
@jmcheer1
@drtamarayoung

Top Replied-To in G1:
@silviakspiva
@denisetkwan
@giftedlane
@victordigits

Top Replied-To in G2:
@richardmccrackn
@smartcryptonew1
@iohk_charles
@thecryptolark
@betterstake
@hukaleksandra
@adrianna_mdz
@bitocoin_rob
@bitcoinbrittany
@crypto_sensible

Top Replied-To in G3:
@danieldibswe
@noblinkyblinky
@bigevilbeard
@ciscodevnet
@iwiizkiid
@labeveryday
@data_knox
@carsten_lymann
@silviakspiva
@dedmanrollet

Top Replied-To in G5:
@cioarajeremy
@davidbombal
@afrodevnet
@wendellodom

Top Replied-To in G6:
@wendellodom
@dev_cisco
@yummybottompot
@learningatcisco

Top Replied-To in G7:
@foadbehzadi
@piotrw_ccie
@errdisabled
@data_knox
@simonclayton_o2
@thevpnbloke
@dev_cisco
@kellythe1st
@brad_pecoraro
@yorkitsec

Top Replied-To in G8:
@devviebot
@achu0628
@antares_fc3s

Top Replied-To in G10:
@jmcheer1
@drtamarayoung
@drannehardy1
@johnwatkins17
@sonyagraci
@swmckewonowh
@espnmcgee
@picksixpreviews
@wittysone

Top Mentioned
Top Mentioned in Entire Graph:
@ciscodevnet
@davidbombal
@inputoutputhk
@learningatcisco
@iohk_charles
@iohkmedia
@cardanians_io
@eden_noel08
@labeveryday
@gns3

Top Mentioned in G1:
@ciscodevnet
@mandywhaley
@securenetwrk
@silviakspiva
@learningatcisco
@denisetkwan
@bigevilbeard
@cisco
@labever
@prodoom

Top Mentioned in G2:
@inputoutputhk
@iohk_charles
@iohkmedia
@cardanians_io
@cardano
@cardanostiftung
@dsidesolutions
@sircaso
@nierop_pieter
@sipo_tokyo

Top Mentioned in G3:
@ciscodevnet
@labeveryday
@bigevilbeard
@learningatcisco
@silviakspiva
@davidbombal
@giftedlane
@dedmanrollet
@cisco
@ipvzero

Top Mentioned in G4:
@tokenjay
@camdencdc
@blockcastcc
@hschendera

Top Mentioned in G5:
@davidbombal
@gns3
@ciscochampion
@ciscodevnet
@susiewee
@chuckrobbins
@lauren
@patrickimoh
@giftedlane

Top Mentioned in G6:
@learningatcisco
@labever
@ciscodevnet
@ciscodev
@qsnyder
@labeveryday
@giftedlane
@nickrusso42518
@danieldibswe

Top Mentioned in G7:
@eden_noel08
@mrcloudmustache
@ttl255
@vishal7arya
@davidbombal
@_theitblog
@antonkarneliuk
@ciscorussia
@data_knox
@idebugall

Top Mentioned in G8:
@ciscocertjapan
@pearsonvuejapan
@kazumasaikuta
@usagi_automate
@twtko
@tahigash3
@cisco_japan
@ciscodevnet
@kazkaz_o3
@hirokookazaki

Top Mentioned in G9:
@utoday_en
@flrfinance
@flarenetworks
@flarescan
@mackat
@fintechzoom
@cryptoamb
@johnmorganfl

Top Mentioned in G10:
@devnet
@sonyagraci
@drannehardy1
@drtamarayoung
@jmcheer1
@geographyotago
@reginanz1
@devnetnz
@cisco_la
@huskergraphics

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@sectest9
@chidambara09
@yoshiki7111
@femtech_
@raumunz
@libreinfo
@xaelbot
@teresitabayhon
@codedailybot

Top Tweeters in G1:
@chidambara09
@raumunz
@teresitabayhon
@dhinakaranrajan
@cristin57273685
@rosamariaferr10
@mpassy_jr
@umvascainocrvg
@kylektl99
@sshin6591

Top Tweeters in G2:
@remindme_ofthis
@pythonista11
@twanomatic2
@trueschoolvince
@watusicrypto
@abdullah2012moh
@jsnmiller314
@quasagroup
@_dotnetbot_
@therealsam046

Top Tweeters in G3:
@sectest9
@femtech_
@cybersecurityn8
@p1z4t
@ml_tweet_bot
@hubofml
@mjoehlerich
@zimrirosas
@ks7000
@trendsinai

Top Tweeters in G4:
@cryptotraderpro
@yoshiki7111
@libreinfo
@guzmanadrian
@iptops_com_news
@webnowcompany
@call_user_func
@cryptocryptone3
@roccodallas
@zaki_hmkc

Top Tweeters in G5:
@calcaware
@bexxmodd
@fabriciosx
@the404code
@rahul_rpandya
@codeflawbot
@patrickimoh
@49erssfgiants1
@comatose_d
@dggonzalez2015

Top Tweeters in G6:
@crousillamespul
@digitaldecoded1
@dcarsoncpa
@silentseawolf
@doinabadescu
@brent_nooroa
@smartecocity
@mariano_mf1
@tangocto
@khanahmed262

Top Tweeters in G7:
@xaelbot
@codedailybot
@codernotesbot
@codegnuts
@santchiweb
@100xcode
@llnuxbot
@thedeveloperbot
@nlognbot
@dataaugmented

Top Tweeters in G8:
@innocent_zero
@riku_cha
@hamaaki
@fullnam35087976
@banana_bbcurve
@hitsujinonaru
@_pochio_
@g_plains
@ma7ex
@section040

Top Tweeters in G9:
@cryptoboymoon
@fintechzoom
@coinboard
@johnmorganfl
@anita_milewska
@mxrp007
@luckynanyxrp
@mackattackxrp
@iroi2012
@xrps0l0

Top Tweeters in G10:
@espnmcgee
@swmckewonowh
@matthayescfb
@gobigredcast
@cisco_la
@picksixpreviews
@jmcheer1
@johnwatkins17
@huskergraphics
@wittysone


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