#msbuild, Twitter, 5/23/2020 7:32:06 AM, 227127


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#msbuild_2020-05-22_20-15-22.xlsx
#msbuild_2020-05-22_20-15-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 23, 2020
Short Description:
#msbuild via NodeXL https://bit.ly/2XkDUw0
@fabianwilliams
@microsoft
@shanselman
@msdev
@azure
@matvelloso
@microsoftteams
@dotnet
@williammcknight
@donasarkar

Top hashtags:
#msbuild
#azure
#microsoftteams
#com173
#msbuild2020
#learntv
#microsoft
#ai
#dotnet

Description:
Description
The graph represents a network of 8,408 Twitter users whose recent tweets contained "#msbuild", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 23 May 2020 at 03:37 UTC.

The tweets in the network were tweeted over the 2-day, 9-hour, 38-minute period from Wednesday, 20 May 2020 at 17:31 UTC to Saturday, 23 May 2020 at 03:10 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 : 8408
Unique Edges : 19861
Edges With Duplicates : 10629
Total Edges : 30490
Number of Edge Types : 5
Retweet : 12834
MentionsInRetweet : 9290
Tweet : 3463
Mentions : 4008
Replies to : 895
Self-Loops : 3512
Reciprocated Vertex Pair Ratio : 0.0355239786856128
Reciprocated Edge Ratio : 0.0686106346483705
Connected Components : 609
Single-Vertex Connected Components : 488
Maximum Vertices in a Connected Component : 7582
Maximum Edges in a Connected Component : 29452
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.725315
Graph Density : 0.000305166269285133
Modularity : 0.452609
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,408 Twitter users whose recent tweets contained "#msbuild", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 23 May 2020 at 03:37 UTC.

The tweets in the network were tweeted over the 2-day, 9-hour, 38-minute period from Wednesday, 20 May 2020 at 17:31 UTC to Saturday, 23 May 2020 at 03:10 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 : TwitterSearch
Graph Term : #msbuild
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:
[122] https://mybuild.microsoft.com/
[77] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[61] https://aka.ms/developervelocity-blog
[60] https://twitter.com/shanselman/status/1263497997507153920
[54] https://twitter.com/i/broadcasts/1zqKVlqvBELJB
[51] https://news.microsoft.com/build-2020-book-of-news/
[48] https://mybuild.microsoft.com/sessions/871ef73f-f04a-405b-a0fa-01d7433067d1?source=sessions
[47] https://techcommunity.microsoft.com/t5/microsoft-teams-blog/what-s-new-in-microsoft-teams-build-edition-2020/ba-p/1394224
[46] https://mybuild.microsoft.com/cloud-skills-challenge?wt.mc_id=Build2020_csc_social_twitter
[41] https://twitter.com/msdev/status/1263487479186968577

Top URLs in Tweet in G1:
[55] https://aka.ms/developervelocity-blog
[39] https://techcommunity.microsoft.com/t5/microsoft-teams-blog/what-s-new-in-microsoft-teams-build-edition-2020/ba-p/1394224
[32] https://mybuild.microsoft.com/
[25] https://aka.ms/MSLists/blog
[25] https://twitter.com/shanselman/status/1263497997507153920
[21] https://twitter.com/msdev/status/1263487479186968577
[14] https://aka.ms/AIatScaleBlog?OCID=FY20Q4_omc_dis_innovation_blg_orgbrnd
[14] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[13] https://mybuild.microsoft.com?wt.mc_id=build_tw_oo_msdev_dev_home_buildlive&OCID=Build2020_TWITTER_msdev_spl100001309152221
[12] https://mybuild.microsoft.com

Top URLs in Tweet in G2:
[38] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[33] https://mybuild.microsoft.com/sessions/871ef73f-f04a-405b-a0fa-01d7433067d1?source=sessions
[31] https://mybuild.microsoft.com/
[15] https://www.thomasmaurer.ch/2020/05/how-to-install-winget-windows-package-manager/
[13] https://build5nines.com/visual-studio-online-is-now-visual-studio-codespaces/
[13] https://aka.ms/Build2020AppDev-OneDotNet
[13] https://twitter.com/shanselman/status/1263497997507153920
[12] https://build5nines.com/microsoft-teams-first-office-app-linux/
[11] https://docs.microsoft.com/en-us/learn/tv/?WT.mc_id=twitter-social-thmaure
[10] https://build5nines.com/azure-kung-fu-toolkit/

Top URLs in Tweet in G3:
[52] https://mybuild.microsoft.com/
[44] https://twitter.com/i/broadcasts/1zqKVlqvBELJB
[23] https://twitter.com/i/broadcasts/1OyKAYWPRrWKb
[23] https://twitter.com/i/events/1259871983346413569
[23] https://www.greenpeace.org/usa/reports/oil-in-the-cloud/
[14] https://github.com/goranalkovic/WinGetGui
[6] https://twitter.com/i/broadcasts/1ypKdQdmrbpGW
[5] https://twitter.com/msdev/status/1263487479186968577
[5] https://devblogs.microsoft.com/dotnet/welcome-to-c-9-0/
[4] https://news.microsoft.com/build-2020-book-of-news/

Top URLs in Tweet in G4:
[26] https://mybuild.microsoft.com/cloud-skills-challenge?wt.mc_id=Build2020_csc_social_twitter
[12] https://twitter.com/shanselman/status/1263497997507153920
[9] https://news.microsoft.com/build-2020-book-of-news/
[8] https://register.build.microsoft.com
[7] https://devblogs.microsoft.com/dotnet/welcome-to-c-9-0/
[5] https://blogs.microsoft.com/ai/openai-azure-supercomputer/
[5] https://twitter.com/msdev/status/1263487479186968577
[5] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[3] https://asp.net/
[3] https://devblogs.microsoft.com/dotnet/introducing-net-multi-platform-app-ui/

Top URLs in Tweet in G5:
[29] https://interestingengineering.com/9-of-the-best-selling-computers-of-all-time
[11] https://www.zdnet.com/article/microsoft-announces-first-vertical-cloud-offering-microsoft-cloud-for-healthcare/
[8] https://www.theverge.com/2020/5/18/21262103/microsoft-open-source-linux-history-wrong-statement
[7] https://www.cnbc.com/2020/05/19/microsoft-buys-software-automation-company-softomotive.html
[5] https://siliconangle.com/2020/05/20/box-enables-zero-trust-based-access-content-device/
[5] https://siliconangle.com/2020/05/19/docker-partners-snyk-container-image-vulnerability-scanning/
[5] https://twitter.com/kentbye/status/1262760717603618818
[4] https://www.ecommercetimes.com/story/86675.html
[4] https://wakelet.com/wake/BpHk3_26y1YP67tZAe1vV
[4] https://news.microsoft.com/build-2020-book-of-news/

Top URLs in Tweet in G6:
[17] https://news.microsoft.com/es-xl/microsoft-build-impulsar-a-los-desarrolladores-para-que-entreguen-impacto-hoy-y-manana/?ocid=AID3012531_TWITTER_oo_spl100001307278502
[4] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[3] https://github.com/microsoft/static-web-apps-gallery-code-samples
[2] https://mybuild.microsoft.com
[2] https://docs.microsoft.com/en-us/learn/tv/
[2] https://twitter.com/shanselman/status/1263497997507153920
[2] https://pablodiloreto.com/web-stories-el-futuro-de-net-2020-05/
[2] https://twitter.com/i/events/1259871983346413569
[2] https://mybuild.microsoft.com/sessions/95be4bac-0ad1-4dee-a1b3-c767c260dd17?source=sessions
[2] https://www.maneu.fr/blog/2020/2020-build-keynote/

Top URLs in Tweet in G7:
[15] https://docs.microsoft.com/ja-jp/learn/tv/?WT.mc_id=docs-twitter-machiy
[14] https://connpass.com/event/175981/
[8] https://medium.com/@shoheioda/build-2020-community-connection-japan-%E9%96%8B%E5%82%AC%E3%81%97%E3%81%BE%E3%81%97%E3%81%9F-%D0%B4-6b048992a8e2
[8] https://togetter.com/li/1519393
[7] https://channel9.msdn.com/Events/Build/2020/BDL122
[5] https://mybuild.microsoft.com/sessions/151b86f1-8aef-4be0-9978-d37fa72f7328
[5] https://cogbot.connpass.com/
[4] https://msdevjp.connpass.com/event/175981/
[4] https://mybuild.microsoft.com/sessions/b065b009-b9a6-408c-96a9-9e4c959acc76?source=sessions
[3] https://vscode.connpass.com/

Top URLs in Tweet in G8:
[6] https://mybuild.microsoft.com/cloud-skills-challenge?WT.mc_id=Build2020_MicrosoftLearnTwitter_-twitter-wwl
[5] https://javiersuarezruiz.wordpress.com/2020/05/19/aloha-maui/
[5] https://www.twitch.tv/videos/625659676
[4] https://resources.techcommunity.microsoft.com/microsoft-lists/?WT.mc_id=twitter-social-thmaure
[3] https://mybuild.microsoft.com/sessions/215efc93-ec63-4bb1-91af-aef545af6b4b?source=sessions
[3] https://twitter.com/msdev/status/1263487479186968577
[3] https://javiersuarezruiz.wordpress.com/2020/05/20/novedades-en-xamarin-forms-presentadas-en-el-build-2020/
[3] https://www.youtube.com/watch?v=dl66cbvWBrM

[3] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[3] https://rencore.com/blog/recap-of-announcements-from-microsoft-build-2020-key-segment-session/?utm_content=129793277&utm_medium=social&utm_source=twitter&hss_channel=tw-1520446255

Top URLs in Tweet in G9:
[3] https://news.microsoft.com/build-2020-book-of-news/
[2] https://twitter.com/i/broadcasts/1OyKAYWPRrWKb
[1] https://build5nines.com/microsoft-teams-first-office-app-linux/
[1] https://twitter.com/matvelloso/status/1263193089310461952?s=20
[1] https://mybuild.microsoft.com/sessions/871ef73f-f04a-405b-a0fa-01d7433067d1?source=sessions

Top URLs in Tweet in G10:
[8] https://mixer.com/windowsinsider
[5] https://twitter.com/windowsinsider/status/1263148404680478721
[4] https://mybuild.microsoft.com/sessions/c4f9ab59-017e-4dbd-b4df-7e8996095046?source=sessions
[4] https://www.cnn.com/2020/05/21/tech/microsoft-build-event-2020/index.html
[3] https://docs.microsoft.com/en-us/azure/static-web-apps/getting-started?tabs=angular
[3] https://mybuild.microsoft.com/cloud-skills-challenge?wt.mc_id=Build2020_csc_social_twitter
[2] https://twitter.com/msdev/status/1262744822034522119
[2] https://blogs.windows.com/windowsdeveloper/2020/05/19/developing-for-all-1-billion-windows-10-devices-and-beyond/
[2] https://twitter.com/damovisa/status/1263207458723344384
[2] https://mybuild.microsoft.com/sessions/47f037b2-bfb4-4afb-b395-78c0aad69f3f?source=sessions

Top Domains
Top Domains in Tweet in Entire Graph:
[1453] microsoft.com
[969] twitter.com
[189] build5nines.com
[181] aka.ms
[152] github.com
[120] linkedin.com
[115] youtube.com
[83] cnn.com
[70] twitch.tv
[60] msdn.com

Top Domains in Tweet in G1:
[531] microsoft.com
[374] twitter.com
[111] aka.ms
[38] github.com
[37] youtube.com
[32] tweetedtimes.com
[19] youtu.be
[17] cnn.com
[16] linkedin.com
[15] twitch.tv

Top Domains in Tweet in G2:
[326] microsoft.com
[169] build5nines.com
[161] twitter.com
[47] aka.ms
[44] github.com
[40] twitch.tv
[39] cnn.com
[29] youtube.com
[21] thomasmaurer.ch
[19] msdn.com

Top Domains in Tweet in G3:
[159] twitter.com
[122] microsoft.com
[25] linkedin.com
[23] greenpeace.org
[20] github.com
[14] tweetedtimes.com
[8] youtube.com
[4] aka.ms
[4] cnn.com
[4] crn.com

Top Domains in Tweet in G4:
[93] microsoft.com
[66] twitter.com
[36] linkedin.com
[8] github.com
[7] youtube.com
[5] cnn.com
[4] msdn.com
[3] asp.net
[3] aka.ms
[3] instagram.com

Top Domains in Tweet in G5:
[29] interestingengineering.com
[26] twitter.com
[26] microsoft.com
[19] zdnet.com
[10] wakelet.com
[10] siliconangle.com
[8] theverge.com
[7] cnbc.com
[6] youtube.com
[5] altvr.com

Top Domains in Tweet in G6:
[44] microsoft.com
[18] twitter.com
[7] github.com
[4] cnn.com
[3] azurestaticapps.net
[2] pablodiloreto.com
[2] aka.ms
[2] maneu.fr
[1] visualstudio.com
[1] neowin.net

Top Domains in Tweet in G7:
[55] microsoft.com
[30] connpass.com
[29] twitter.com
[10] medium.com
[8] togetter.com
[7] msdn.com
[3] go.jp
[2] users.community
[2] tyoshida.me
[1] github.io

Top Domains in Tweet in G8:
[56] microsoft.com
[17] twitter.com
[9] youtube.com
[8] wordpress.com
[7] rencore.com
[6] linkedin.com
[6] twitch.tv
[4] aka.ms
[4] dev.to
[3] youtu.be

Top Domains in Tweet in G9:
[4] microsoft.com
[3] twitter.com
[1] build5nines.com

Top Domains in Tweet in G10:
[27] microsoft.com
[23] twitter.com
[9] mixer.com
[5] cnn.com
[4] windows.com
[4] build5nines.com
[3] linkedin.com
[2] appget.net
[2] youtube.com
[1] azurewebsites.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14379] msbuild
[530] azure
[505] microsoftteams
[394] com173
[334] msbuild2020
[308] learntv
[297] microsoft
[251] ai
[225] dotnet
[214] microsoftlists



Top Hashtags in Tweet in G1:
[5013] msbuild
[374] microsoftteams
[190] microsoftlists
[124] microsoftgraph
[121] learntv
[114] azure
[101] msbuild2020
[87] microsoft365
[76] projectcortex
[74] microsoft

Top Hashtags in Tweet in G2:
[3443] msbuild
[189] azure
[113] dotnet
[98] learntv
[81] visualstudio
[74] blazor
[69] linux
[64] azurefamily
[64] sketchthedocs
[63] msbuild2020

Top Hashtags in Tweet in G3:
[1432] msbuild
[116] unsubscribe
[58] ai
[54] azure
[28] notech4oil
[19] msbuild2020
[13] msftadvocate
[13] microsoft
[12] learntv
[11] imaginecup

Top Hashtags in Tweet in G4:
[636] msbuild
[40] msbuild2020
[28] microsoftlearn
[23] microsoft
[20] com173
[12] azure
[10] ai
[9] microsoftteams
[8] office365
[7] sharepoint

Top Hashtags in Tweet in G5:
[470] msbuild
[71] microsoft
[50] ai
[46] mrdevdays
[43] msbuild2020
[35] cloud
[31] docker
[29] healthcare
[29] computers
[29] wsl2

Top Hashtags in Tweet in G6:
[380] msbuild
[35] azure
[11] java
[10] github
[9] msbuild2020
[9] blazor
[7] learntv
[5] msbuild_swa
[4] microsoft
[4] webassembly

Top Hashtags in Tweet in G7:
[603] msbuild
[364] com173
[39] microsoftteams
[26] decode夏まつり
[22] decode20
[22] jpaug
[19] learntv
[14] cogbot
[7] ちょまど登壇情報
[7] covid19radar

Top Hashtags in Tweet in G8:
[311] msbuild
[59] microsoftlearn
[43] learntv
[34] azure
[16] microsoftcertified
[13] wedevcommunity
[11] ai
[10] dotnet
[9] azurequantum
[7] smart

Top Hashtags in Tweet in G9:
[37] msbuild
[3] microsoft
[2] msbuild2020
[1] wimvp
[1] windowsinsiders
[1] slack
[1] azurefamily
[1] mvpbuzz
[1] kali
[1] wsl

Top Hashtags in Tweet in G10:
[282] msbuild
[49] windowsinsiders
[17] basingstoke
[16] devops
[16] programminglife
[9] azuredevops
[8] msbuild2020
[7] azure
[6] github
[6] microsoftlearn

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[6825] #msbuild
[900] microsoft
[814] more
[740] learn
[720] session
[715] live
[616] azure
[612] build
[554] thank
[542] code

Top Words in Tweet in G2:
[4370] #msbuild
[763] more
[673] session
[606] net
[559] learn
[497] check
[468] live
[423] azure
[420] one
[420] microsoft

Top Words in Tweet in G3:
[1929] #msbuild
[413] microsoft
[268] event
[231] learn
[223] reply
[222] look
[220] virtual
[218] behind
[214] day
[214] scenes

Top Words in Tweet in G4:
[635] #msbuild
[120] microsoft
[78] build
[58] skills
[40] #msbuild2020
[40] cloud
[39] azure
[36] great
[36] sessions
[32] challenge

Top Words in Tweet in G5:
[668] #msbuild
[214] microsoft
[101] #msbuild2020
[90] time
[85] more
[84] #ai
[73] news
[66] #cloud
[65] day
[61] #mrdevdays

Top Words in Tweet in G6:
[519] #msbuild
[177] azure
[170] build
[128] apps
[127] static
[114] web
[106] microsoft
[84] apis
[82] powered
[79] 2020

Top Words in Tweet in G7:
[745] #msbuild
[456] #com173
[107] microsoft
[90] build
[76] azure
[70] community
[56] の
[51] 2020
[51] japan
[45] dz_

Top Words in Tweet in G8:
[444] #msbuild
[118] learn
[90] microsoft
[90] #microsoftlearn
[79] skills
[70] build
[70] watch
[62] live
[58] cloud
[57] free

Top Words in Tweet in G9:
[406] code
[242] #msbuild
[204] ai
[204] natural
[204] language
[203] one
[203] video
[202] re
[202] impressive
[202] fast

Top Words in Tweet in G10:
[321] #msbuild
[73] devops
[66] build
[49] #windowsinsiders
[48] azure
[47] more
[42] amazing
[41] microsoft
[39] session
[37] flight

Top Word Pairs
Top Word Pairs in Tweet in G2:
[272] learn,more
[267] goodbye,#msbuild
[241] session,learn
[203] #msbuild,net
[200] check,mine
[169] mine,cl_beyer's
[167] cl_beyer's,#msbuild
[159] net,productivity
[158] productivity,session
[157] visual,studio

Top Word Pairs in Tweet in G3:
[322] behind,scenes
[235] reply,#unsubscribe
[218] #unsubscribe,opt
[217] scenes,look
[216] look,#msbuild
[216] thank,joining
[216] digital,event
[216] everyone,involved
[216] virtual,event
[188] day,#msbuild

Top Word Pairs in Tweet in G4:
[214] microsoft,build
[212] cloud,skills
[212] skills,challenge
[202] build,cloud
[202] #microsoftlearn,#msbuild
[153] challenge,sign
[111] sign,develop
[108] develop,skills
[107] skills,earn
[106] earn,chance

Top Word Pairs in Tweet in G5:
[53] #msbuild,#msbuild2020
[31] irmaraste,evirahealth
[31] 45,min
[26] microsoft,director
[26] #cloud,#msbuild
[25] mixed,reality
[25] #tech,#technology
[25] best,selling
[25] selling,#computers
[25] #computers,time

Top Word Pairs in Tweet in G6:
[68] web,apps
[39] static,web
[39] azure,static
[39] azure,functions
[34] build,2020
[33] microsoft,build
[30] introducing,azure
[29] apps,ssl
[29] ssl,custom
[29] custom,domains

Top Word Pairs in Tweet in G7:
[113] #msbuild,#com173
[112] build,2020
[88] #com173,#msbuild
[76] japan,community
[73] pay,forward
[69] cosmos,db
[67] microsoft,build
[65] このコロナの情勢下,技術者コミュニティとして
[65] 技術者コミュニティとして,集まらずに集まるには
[65] 集まらずに集まるには,の話

Top Word Pairs in Tweet in G8:
[385] cloud,skills
[40] microsoft,certification
[38] around,world
[33] skills,challenge
[30] live,streams
[29] streams,shows
[26] shows,videos
[25] videos,people
[25] people,around
[25] watch,#msbuild

Top Word Pairs in Tweet in G9:
[46] natural,language
[36] re,watch
[34] watch,one
[33] one,impressive
[33] impressive,ai
[33] ai,demos
[33] demos,fast
[33] fast,forward
[33] forward,29
[33] 29,00

Top Word Pairs in Tweet in G10:
[204] build,19631
[201] fast,ring
[201] perfect,way
[201] way,top
[201] top,amazing
[201] amazing,#msbuild
[201] #msbuild,flight
[201] flight,#windowsinsiders
[201] #windowsinsiders,build
[201] 19631,available

Top Replied-To
Top Replied-To in Entire Graph:
@shanselman
@msdev
@donasarkar
@film_girl
@microsoft
@salmanmkc
@latroycount
@sambhavbhurtel
@cinnamon_msft
@wkuebler1

Top Replied-To in G1:
@donasarkar
@shanselman
@msdev
@film_girl
@salmanmkc
@sambhavbhurtel
@deanbryen
@laylacodesit
@copperbeardy
@theopsmgr

Top Replied-To in G2:
@shanselman
@nitya
@brendandburns
@cinnamon_msft
@donasarkar
@clemensv
@richturn_ms
@lauragift_
@azure
@camsoper

Top Replied-To in G3:
@microsoft
@latroycount
@_aemilianius
@dsuvoy
@bloomingtonwise
@patrickkadas
@henggaocai
@msdev
@wolfpackboss
@oddballzpaid

Top Replied-To in G5:
@docker
@foldingathome
@persalmi
@msdev
@shanselman
@imaginecup
@jamesmphillips
@vijayasankarv
@vendorprisey
@msmakecode

Top Replied-To in G6:
@lauchacarro
@mkheck
@mluparu
@john_papa
@ryannosaurusrex

Top Replied-To in G7:
@ms_odasho
@r_t_a_n_m
@spanougakis
@yoshioterada
@edwardskrod
@ayatokura
@ayirpelle
@shanselman
@_cartermp
@nanaxtnl

Top Replied-To in G8:
@microsoftlearn
@vhyrodrigues
@wonataire
@asrarinsea
@isidorakatanic
@codebeast
@codingwcookie
@msdev

Top Replied-To in G9:
@matvelloso
@jeffsand
@threddyrex

Top Replied-To in G10:
@abelsquidhead
@divineops
@cynthiaepicait
@damovisa
@theopsmgr
@msdev
@shanselman
@michaelgillett
@avfear
@danjconn

Top Mentioned
Top Mentioned in Entire Graph:
@microsoft
@azure
@shanselman
@donasarkar
@cl_beyer
@code
@scottgu
@sethjuarez
@amykatenicho
@deanbryen

Top Mentioned in G1:
@azure
@donasarkar
@microsoft
@shanselman
@amykatenicho
@sethjuarez
@code
@film_girl
@deanbryen
@mspowerbi

Top Mentioned in G2:
@shanselman
@cl_beyer
@azure
@microsoft
@coolcsh
@azurefunctions
@stevensanderson
@github
@visualstudio
@ch9

Top Mentioned in G3:
@microsoft
@kevin_scott
@azure
@bostondynamics
@satyanadella
@uw
@kevintgallo
@plainconcepts
@shanselman
@windows

Top Mentioned in G5:
@microsoft
@altspacevr
@rwang0
@hololens
@irmaraste
@akipman
@evirahealth
@kkieller
@jeffkagan
@jblefevre60

Top Mentioned in G6:
@code
@bencodegeek
@opentito
@pcofre
@gastonfcruz
@kamalvalero
@pmc
@diegocalvou
@jesus_gilv
@darkicebeam

Top Mentioned in G7:
@dz_
@ayatokura
@r_t_a_n_m
@ms_odasho
@scottcoulton
@yoshioterada
@_sarahyo
@rie_moriguchi
@szkn27
@akihiro_kusaga

Top Mentioned in G8:
@donasarkar
@mazarmandi
@jussiroine
@raytalks
@anacidre_
@piagerhofer
@girlscodemk
@isidorakatanic
@thomasmaurer
@jij_inc

Top Mentioned in G9:
@microsoft
@matvelloso
@shanselman
@kevin_scott
@windowsinsider
@azure
@darkainmx
@microsoftteams
@donasarkar
@somelaniesaid

Top Mentioned in G10:
@windowsinsider
@realgenekim
@theopsmgr
@theapriledwards
@jldeen
@abelsquidhead
@damovisa
@citizensonline1
@allie_p
@microsofttodo

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@filafresh
@sectest9
@hrblock_21
@marciojmsilva
@threadreaderapp
@chidambara09
@indiegamesdevel
@evankirstel
@rxbun

Top Tweeters in G1:
@filafresh
@hrblock_21
@marciojmsilva
@indiegamesdevel
@gambiste1
@john_siracusa
@rosenchild
@iseunluese
@new_narrative
@zimei_no_ri

Top Tweeters in G2:
@rxbun
@you_and_i
@jayoung1892
@discord
@anthropic
@nytimes
@alsagone
@releaseteam
@wraith13
@llnuxbot

Top Tweeters in G3:
@chidambara09
@seekingalpha
@ottlegalrebels
@businessinsider
@jhamby
@itknowingness
@adunlea
@anneroberts_au
@538355
@windows

Top Tweeters in G4:
@flavio58
@chiiayano
@ishisaka
@captain_marlow
@aminkhss
@tsupo
@aimee_maree
@hermitdave
@followsamir
@uoldfield

Top Tweeters in G5:
@threadreaderapp
@evankirstel
@femtech_
@valaafshar
@trippbraden
@akwyz
@minaseizki
@jeandoobs
@patrickmarierom
@edimosip

Top Tweeters in G6:
@oldlady12345
@pepint
@t_yano
@osuissa
@siglopasado1
@_pochio_
@aquteru
@ckan
@ericlaw
@saadie

Top Tweeters in G7:
@fruits_of_lotus
@juners
@khb02323
@ysrken
@hiro
@shibayan
@forenoonm
@tf1xx
@ponchan1791
@rioriost

Top Tweeters in G8:
@twitchsie
@tanaka_733
@greentechdon
@baddersfreak
@francoleuzzi
@hatsune_
@manifattura40
@luthercrop
@cherdotdev
@kevinfaircloth1

Top Tweeters in G9:
@ianrobinson
@syamamishra
@cbarrett
@freerunnering
@ratinvirgo
@irungu_
@steipete
@daniel_rubino
@boredzo
@alvrod

Top Tweeters in G10:
@supazeez
@mabelinr1994
@imd555
@lamonicabuzz
@nimishdubey
@francedevops
@fisica3
@hoorge
@lino_and_rico
@snoopywood11