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Google Cloud Twitter NodeXL SNA Map and Report for Wednesday, 12 June 2019 at 14:12 UTC (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
June 12, 2019
Short Description:
Google Cloud via NodeXL http://bit.ly/2RalHxp
@wordnuvola
@google
@googlecloud
@gcpcloud
@lookerdata
@wired
@santchiweb
@billmew
@microsoft
@samurairodeo

Top hashtags:
#cloud
#google
#googlecloud
#ai
#googlecloudsummit
#data
#gcp
#stadia
#analytics
#bigdata

Description:
Description
The graph represents a network of 15,814 Twitter users whose recent tweets contained "Google Cloud", 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 Wednesday, 12 June 2019 at 15:18 UTC.

The tweets in the network were tweeted over the 5-day, 19-hour, 20-minute period from Thursday, 06 June 2019 at 18:51 UTC to Wednesday, 12 June 2019 at 14:11 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 : 15814
Unique Edges : 17564
Edges With Duplicates : 5479
Total Edges : 23043
Self-Loops : 5994
Reciprocated Vertex Pair Ratio : 0.0343835616438356
Reciprocated Edge Ratio : 0.0664812607601642
Connected Components : 4386
Single-Vertex Connected Components : 3230
Maximum Vertices in a Connected Component : 4770
Maximum Edges in a Connected Component : 9855
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.237828
Graph Density : 6.03918676411807E-05
Modularity : 0.65441
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4508] https://play.google.com/store/apps/details?id=com.luzapplications.alessio.walloopbeta
[300] https://www.wired.com/story/google-cloud-outage-catch-22/
[190] https://status.cloud.google.com/incident/cloud-networking/19009
[109] https://gigazine.net/news/20190607-google-cloud-insident-reason/
[104] https://cloud.google.com/blog/topics/inside-google-cloud/expanding-our-platform-for-business-intelligence-and-embedded-analytics
[94] https://www.wired.com/story/google-cloud-outage-catch-22
[76] https://www.wired.com/story/google-cloud-outage-catch-22/?mbid=social_twitter_onsiteshare
[75] https://techcrunch.com/2019/06/07/google-continues-to-preach-multi-cloud-approach-with-looker-acquisition/
[73] https://www.cnbc.com/2019/06/06/google-buys-cloud-company-looker-for-2point6-billion.html
[71] https://www.google.com:443/maps?q=-37.855412,145.223533

Top URLs in Tweet in G1:
[4507] https://play.google.com/store/apps/details?id=com.luzapplications.alessio.walloopbeta

Top URLs in Tweet in G2:
[201] https://www.wired.com/story/google-cloud-outage-catch-22/
[105] https://status.cloud.google.com/incident/cloud-networking/19009
[77] https://www.wired.com/story/google-cloud-outage-catch-22
[71] https://www.google.com:443/maps?q=-37.855412,145.223533
[71] https://sites.google.com/site/johnpidata/home/cloud-studies
[61] https://gigazine.net/news/20190607-google-cloud-insident-reason/
[55] https://marketingland.com/google-to-buy-unified-data-platform-looker-for-2-6-billion-to-strengthen-cloud-analytics-262239?utm_source=dlvr.it&utm_medium=twitter
[38] https://techcrunch.com/2019/06/07/google-continues-to-preach-multi-cloud-approach-with-looker-acquisition/
[37] https://www.cnbc.com/2019/06/06/google-buys-cloud-company-looker-for-2point6-billion.html
[32] https://marketingland.com/google-to-buy-unified-data-platform-looker-for-2-6-billion-to-strengthen-cloud-analytics-262239

Top URLs in Tweet in G3:
[31] https://cloud.google.com/blog/topics/inside-google-cloud/expanding-our-platform-for-business-intelligence-and-embedded-analytics
[24] https://www.geekwire.com/2019/google-acquires-looker-2-6-billion-add-business-intelligence-software-google-cloud/
[23] https://status.cloud.google.com/incident/cloud-networking/19009
[21] https://siliconangle.com/2019/06/06/googles-looker-purchase-may-open-new-front-cloud-platform-wars/
[18] https://cloud.google.com/blog/products/networking/google-cloud-networking-in-depth-cloud-cdn
[17] https://www.wired.com/story/google-cloud-outage-catch-22/
[17] https://www.uctoday.com/unified-communications/ucaas/avaya-leverages-the-benefits-of-google-cloud/
[15] https://cloud.google.com/blog/products/ai-machine-learning/ai-platform-notebooks-now-supports-r-in-beta
[13] https://wire19.com/google-expands-presence-in-india-to-accelerate-cloud-adoption-in-the-country/
[10] https://searchcloudcomputing.techtarget.com/news/252464561/Google-Cloud-price-change-eyes-AI-and-machine-learning-workloads

Top URLs in Tweet in G4:
[9] https://www.youtube.com/watch?v=fQdi6NquFXg&feature=youtu.be

[7] https://www.techradar.com/news/sonys-cloud-streaming-patent-could-rival-the-google-stadia-on-ps5
[4] https://indianexpress.com/article/technology/tech-news-technology/google-to-buy-looker-for-2-6-billion-to-expand-cloud-offer/
[3] https://store.google.com/us/product/stadia_founders_edition?hl=en-US
[3] https://goo.gl/JUXRJC
[3] https://indianexpress.com/article/technology/gaming/google-stadia-cloud-based-video-game-platform-launches-this-november-in-14-countries-5768810/
[3] https://chromeunboxed.com/why-i-think-google-stadia-will-be-the-real-deal/
[2] https://www.youtube.com/watch?v=tSLqDGU2B_A&feature=youtu.be

[2] https://twitter.com/Techmeme/status/1136671206407639044
[2] https://gamedaily.biz/article/936/e3-2019-google-stadia-confirms-publisher-subscriptions-as-ubisoft-announces-uplay-

Top URLs in Tweet in G5:
[70] https://www.wired.com/story/google-cloud-outage-catch-22/?mbid=social_twitter_onsiteshare
[18] https://techcrunch.com/2019/06/07/google-continues-to-preach-multi-cloud-approach-with-looker-acquisition/
[17] https://www.wired.com/story/google-cloud-outage-catch-22/
[13] https://www.usatoday.com/story/tech/news/2019/06/07/e-3-2019-video-games-cloud-google-microsoft-sony/1327124001/
[9] https://www.wired.com/story/google-cloud-outage-catch-22/?utm_source=GaggleAMP-ThousandEyes&utm_medium=Twitter%20(GaggleAMP)&utm_campaign=none%20(GaggleAMP)&utm_content=the-google-cloud-catch-22-that-broke-the-internet-httpgaggl-2017036
[8] https://gadgets.ndtv.com/games/news/google-stadia-launches-in-november-with-usd-130-founders-edition-package-2049381
[7] https://www.morningbrew.com/stories/cloudy-with-a-chance-of-google/
[6] https://techcrunch.com/2019/06/06/stadia-google-cloud-gaming-streaming-watch-live/
[6] https://gadgets.ndtv.com/internet/news/google-to-buy-data-analytics-firm-looker-for-usd-2-6-billion-to-expand-cloud-business-2049412
[6] https://www.forbes.com/sites/jilliandonfro/2019/06/06/google-to-acquire-data-platform-looker-for-2-point-6-billion/?utm_source=TWITTER&utm_medium=social&utm_content=2388142791&utm_campaign=sprinklrForbesTechTwitter#4ee0e9531b5b

Top URLs in Tweet in G6:
[38] https://www.domainmondo.com/2019/06/looker-gdpr-google-cloud-to-buy-data.html
[14] https://www.zdnet.com/article/google-details-catastrophic-cloud-outage-events-promises-to-do-better-next-time/
[8] https://trib.al/bPKKc4b
[7] https://www.zdnet.com/article/google-details-catastrophic-cloud-outage-events-promises-to-do-better-next-time/?ftag=COS-05-10aaa0g&utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5cfc4faeba8a6c00014cdef6&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.cnbc.com/2019/06/09/microsoft-unveils-deep-dive-into-cloud-gaming-with-its-own-google-stadia-competitor.html
[6] https://trib.al/Ho47Ie8
[5] https://www.cnbc.com/2019/06/06/google-buys-cloud-company-looker-for-2point6-billion.html
[5] https://synergyeffectinc.com/f/who-is-the-best-in-the-cloud-race-amazon-microsoft-or-google
[5] https://www.zdnet.com/article/google-cloud-goes-down-taking-youtube-gmail-snapchat-and-others-with-it/?ftag=COS-05-10aaa0g&utm_campaign=trueAnthem%3A+Trending+Content&utm_content=5cfaa2c5fe86c30001b41944&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.telegraph.co.uk/technology/2019/06/04/google-appeals-eu-fine-illegal-advertising-technology/

Top URLs in Tweet in G8:
[24] https://cloud.google.com/blog/topics/inside-google-cloud/expanding-our-platform-for-business-intelligence-and-embedded-analytics
[23] https://medium.com/google-cloud-jp
[10] https://tech.mercari.com/entry/2019/06/10/120000
[8] https://link.medium.com/AWgXUQOhnX
[3] https://cloud.google.com/kubernetes-engine/docs/how-to/workload-identity
[3] https://status.cloud.google.com/incident/cloud-networking/19011
[3] https://status.cloud.google.com/incident/developers-console/19006
[3] https://link.medium.com/5P2MdasenX
[3] https://medium.com/google-cloud/visualising-bigquery-41bf6833b98
[3] https://connpass.com/event/134574/?utm_campaign=event_publish_to_follower&utm_medium=twitter&utm_source=notifications

Top URLs in Tweet in G9:
[4] https://athletics.uindy.edu/news/2019/6/5/softball-waters-dubbed-google-cloud-academic-all-america.aspx
[2] https://academicallamerica.com/news/2019/6/6/2019-google-cloud-academic-all-america-ncaa-division-i-softball-team-announced.aspx
[2] https://academicallamerica.com/news/2019/6/6/2019-google-cloud-academic-all-america-ncaa-division-i-baseball-team-announced.aspx
[2] https://academicallamerica.com/news/2019/6/4/2019-google-cloud-academic-all-america-ncaa-division-ii-softball-team-announced.aspx
[2] https://utsports.com/news/2019/6/6/baseball-evan-russell-named-to-google-cloud-academic-all-america-third-team.aspx
[1] https://www.nescac.com/sports/bsb/2018-19/releases/CoSIDA_AcademicAllAmerica
[1] https://www.hickoryrecord.com/sports/college/lenoir-rhyne-softball-s-laclair-named-academic-all-american/article_fffb085c-8881-11e9-9703-1f1a71bde980.html
[1] https://goarmywestpoint.com/news/2019/6/6/baseball-giachin-tabbed-google-cloud-academic-all-america.aspx
[1] https://cbulancers.com/news/2019/6/6/baseball-mota-named-cbus-first-d-i-academic-all-american.aspx
[1] https://southernmiss.com/news/2019/6/7/samantha-papp-named-a-ncaa-division-i-softball-google-cloud-academic-all-american.aspx

Top URLs in Tweet in G10:
[12] https://www.maria-johnsen.com/million-dollar-blog/search-engines/google-biased-search-engine
[4] https://www.marketwatch.com/story/salesforce-and-google-just-spent-billions-on-big-data-because-of-microsoft-2019-06-10
[3] http://go.codetrick.net/5811ce2da1
[3] https://lnkd.in/dKSMZZu
[3] https://tdwi.org/webcasts/2019/06/arch-all-addressing-challenges-in-ingestion-and-integration-for-cloud-data-warehousing-emea.aspx?tc=page0&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+TdwiChannel-DataWarehouseTechnologyAndPlatforms+%28TDWI+Channel+-+Data+Warehousing%29
[3] https://www.mongodb.com/presentations/building-web-apps-mern-stack-google-cloud-platform?p=5cd4e689e5e7bb88c2a155c5?jmp=cpress&utm_campaign=WW_CP_newsletter_sponsorship&utm_content=20190607&utm_medium=display&utm_source=javascriptweekly
[3] https://cloud.google.com/kubernetes-engine/docs/how-to/maintenance-window
[2] http://www.digitaljournal.com/business/google-purchases-looker-and-opens-up-cloud-wars/article/551579
[2] https://cloudwars.co/why-google-cloud-and-salesforce-are-pumping-18-billion-into-analytics-and-bi/
[2] https://liwaiwai.com/2019/06/04/google-cloud-next-2019-machine-learning-framework-for-liquidity-risk-management/?utm_source=ICYMI.email&utm_medium=r_ai&utm_campaign=2019-06-08&utm_content=liwaiwai_com_2019_06_04_google_cloud_next_2019_machine_learning_framework_for_liquidity_risk_management__

Top Domains
Top Domains in Tweet in Entire Graph:
[5897] google.com
[571] wired.com
[269] lnkd.in
[221] techcrunch.com
[182] twitter.com
[161] aster.cloud
[149] youtube.com
[146] medium.com
[139] marketingland.com
[132] co.jp

Top Domains in Tweet in G1:
[4507] google.com

Top Domains in Tweet in G2:
[578] google.com
[341] wired.com
[168] lnkd.in
[114] marketingland.com
[113] techcrunch.com
[98] co.jp
[75] twitter.com
[71] gigazine.net
[60] cnbc.com
[55] youtube.com

Top Domains in Tweet in G3:
[288] google.com
[52] cube365.net
[48] lnkd.in
[31] co.uk
[26] siliconangle.com
[24] geekwire.com
[24] medium.com
[23] techtarget.com
[23] wired.com
[22] crn.com

Top Domains in Tweet in G4:
[22] youtube.com
[8] google.com
[7] techradar.com
[7] indianexpress.com
[4] twitter.com
[3] goo.gl
[3] gamedaily.biz
[3] chromeunboxed.com
[2] engadget.com
[2] gameworldobserver.com

Top Domains in Tweet in G5:
[110] wired.com
[38] techcrunch.com
[16] usatoday.com
[14] ndtv.com
[9] snip.ly
[8] google.com
[8] morningbrew.com
[6] forbes.com
[5] lemondeinformatique.fr
[5] lnkd.in

Top Domains in Tweet in G6:
[48] zdnet.com
[38] domainmondo.com
[23] trib.al
[15] cnbc.com
[8] thestreet.com
[7] techrepublic.com
[6] techtarget.com
[6] usatoday.com
[5] co.uk
[5] techcrunch.com

Top Domains in Tweet in G8:
[69] google.com
[38] medium.com
[10] mercari.com
[6] quora.com
[5] twitter.com
[4] co.jp
[3] connpass.com
[3] withgoogle.com
[2] github.com
[2] archive.org

Top Domains in Tweet in G9:
[6] academicallamerica.com
[4] uindy.edu
[2] utsports.com
[1] nescac.com
[1] hickoryrecord.com
[1] goarmywestpoint.com
[1] cbulancers.com
[1] southernmiss.com
[1] gostanford.com
[1] wacsports.com

Top Domains in Tweet in G10:
[20] google.com
[12] lnkd.in
[12] maria-johnsen.com
[8] tdwi.org
[5] mongodb.com
[4] marketwatch.com
[3] codetrick.net
[3] liwaiwai.com
[3] cloud-mag.com
[2] techradar.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1150] cloud
[887] google
[463] googlecloud
[291] ai
[281] googlecloudsummit
[184] data
[162] gcp
[160] stadia
[158] analytics
[150] bigdata



Top Hashtags in Tweet in G2:
[275] cloud
[259] google
[92] googlecloud
[74] clouds
[71] timelapse
[71] raspberrypi
[59] stadia
[42] looker
[37] gcp
[37] tech

Top Hashtags in Tweet in G3:
[257] cloud
[185] googlecloudsummit
[181] googlecloud
[152] google
[71] ai
[69] kubernetes
[64] analytics
[59] gsuite
[49] data
[39] anthos

Top Hashtags in Tweet in G4:
[47] gaming
[25] cloud
[17] google
[16] stadia
[11] googlestadia
[8] sony
[8] gameplay
[7] cloudgaming
[7] ps5
[7] vr

Top Hashtags in Tweet in G5:
[21] cloud
[15] google
[8] analytics
[6] multicloud
[6] tech
[5] hybridcloud
[5] googlecloud
[3] bigdata
[3] looker
[3] gcpdown

Top Hashtags in Tweet in G6:
[60] google
[41] googlecloud
[40] cloud
[38] startup
[11] technology
[11] aws
[10] looker
[10] devops
[7] cloudcomputing
[6] bigdata

Top Hashtags in Tweet in G8:
[39] gcpug
[30] gcpja
[24] googlecloud
[10] medium
[10] googlecloudfunctions
[10] javascript
[10] github
[10] slack
[8] golang
[6] gcp

Top Hashtags in Tweet in G9:
[4] d2sb
[3] cosida19
[3] gostanford
[3] wacbsb
[3] waclearn
[2] ncaad2
[2] gbo
[1] nescac
[1] d3b
[1] goarmy

Top Hashtags in Tweet in G10:
[56] bigdata
[53] cloud
[42] ai
[33] google
[28] machinelearning
[20] iot
[19] googlecloud
[18] javascript
[17] analytics
[14] datascience

Top Words
Top Words in Tweet in Entire Graph:
[6406] Words in Sentiment List#1: Positive
[17937] Words in Sentiment List#2: Negative
[18] Words in Sentiment List#3: Angry/Violent
[285563] Non-categorized Words
[309906] Total Words
[13961] cloud
[10085] google
[4552] here's
[4526] word
[4518] sponsored

Top Words in Tweet in G1:
[4509] cloud
[4508] here's
[4508] word
[4508] sponsored
[360] 3
[350] ಠ
[332] 'ﾟヮﾟ
[324] wordnuvola
[322] d
[187] voilà

Top Words in Tweet in G2:
[3350] google
[3331] cloud
[749] looker
[513] 2
[490] gaming
[438] stadia
[434] 6
[409] data
[361] billion
[357] internet

Top Words in Tweet in G3:
[1675] google
[1315] cloud
[472] googlecloud
[438] lookerdata
[365] gcpcloud
[303] 2
[302] looker
[262] more
[257] #cloud
[233] 6

Top Words in Tweet in G4:
[172] cloud
[132] google
[127] new
[93] video
[89] microsoft
[82] gaming
[80] googlestadia
[73] game
[68] s
[66] billion

Top Words in Tweet in G5:
[389] cloud
[336] google
[203] wired
[199] internet
[101] catch
[100] 22
[99] broke
[88] outage
[64] t
[63] fix

Top Words in Tweet in G6:
[213] google
[201] cloud
[139] looker
[105] 2
[95] data
[83] analytics
[77] outage
[67] buy
[60] 6
[59] #google

Top Words in Tweet in G7:
[229] auproxy
[229] gen
[229] coming
[229] soon
[229] 6
[229] different
[229] datacenters
[229] amazon
[229] digital
[229] ocean

Top Words in Tweet in G8:
[160] cloud
[158] google
[77] googleがデータ分析プラットフォームlookerを2
[77] 800億円で買収
[77] lookerは
[77] データの民主化
[77] というビジョンで
[77] 全社データの定義を統一し
[77] 簡単に分析やレポート構築が出来るツール
[77] 将来的にgoogle

Top Words in Tweet in G9:
[96] google
[96] cloud
[96] academic
[63] team
[59] named
[51] cosidaacadaa
[46] american
[44] america
[44] second
[37] congratulations

Top Words in Tweet in G10:
[122] google
[117] cloud
[56] #bigdata
[53] #cloud
[42] #ai
[36] data
[33] #google
[29] looker
[28] #machinelearning
[21] 2

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4803] google,cloud
[4514] word,cloud
[4509] here's,word
[1981] cloud,sponsored
[998] 2,6
[864] cloud,gaming
[776] 6,billion
[662] looker,2
[468] catch,22
[465] broke,internet

Top Word Pairs in Tweet in G1:
[4508] here's,word
[4508] word,cloud
[1981] cloud,sponsored
[360] cloud,3
[360] 3,sponsored
[332] cloud,'ﾟヮﾟ
[332] 'ﾟヮﾟ,sponsored
[322] d,sponsored
[187] cloud,voilà
[187] voilà,sponsored

Top Word Pairs in Tweet in G2:
[1521] google,cloud
[412] cloud,gaming
[403] 2,6
[349] 6,billion
[294] looker,2
[282] catch,22
[280] 22,broke
[278] broke,internet
[221] google,stadia
[195] cloud,catch

Top Word Pairs in Tweet in G3:
[785] google,cloud
[231] 2,6
[126] على,شركة
[126] مليار,دولار
[121] بقيمة,2
[121] 6,مليار
[111] تستحوذ,على
[111] lookerdata,لتحليل
[111] لتحليل,البيانات
[111] البيانات,في

Top Word Pairs in Tweet in G4:
[61] microsoft,s
[60] 135,billion
[60] billion,global
[60] global,video
[60] video,game
[60] game,industry
[60] industry,poised
[60] poised,grow
[60] grow,exponentially
[60] exponentially,leading

Top Word Pairs in Tweet in G5:
[222] google,cloud
[100] catch,22
[98] broke,internet
[97] 22,broke
[88] cloud,catch
[78] cloud,outage
[71] internet,wired
[61] couldn,t
[61] t,fix
[60] outage,knocked

Top Word Pairs in Tweet in G6:
[94] looker,2
[69] data,analytics
[62] google,cloud
[54] 2,6
[54] 6,billion
[52] buy,data
[51] 2,6b
[49] cloud,outage
[45] google,details
[43] analytics,startup

Top Word Pairs in Tweet in G7:
[229] auproxy,gen
[229] gen,coming
[229] coming,soon
[229] soon,6
[229] 6,different
[229] different,datacenters
[229] datacenters,amazon
[229] amazon,digital
[229] digital,ocean
[229] ocean,google

Top Word Pairs in Tweet in G8:
[114] google,cloud
[77] googleがデータ分析プラットフォームlookerを2,800億円で買収
[77] 800億円で買収,lookerは
[77] lookerは,データの民主化
[77] データの民主化,というビジョンで
[77] というビジョンで,全社データの定義を統一し
[77] 全社データの定義を統一し,簡単に分析やレポート構築が出来るツール
[77] 簡単に分析やレポート構築が出来るツール,将来的にgoogle
[76] takahiro0309,googleがデータ分析プラットフォームlookerを2
[76] 将来的にgoogle,cloudに統合され

Top Word Pairs in Tweet in G9:
[96] google,cloud
[46] cloud,academic
[45] academic,american
[39] academic,america
[30] ncaa,division
[28] 2019,google
[23] second,straight
[22] cloud,cosidaacadaa
[20] googlecloud,cosidaacadaa
[20] cosidanews,google

Top Word Pairs in Tweet in G10:
[60] google,cloud
[15] #bigdata,#analytics
[15] #ai,#machinelearning
[14] 2,6
[13] cloud,platform
[12] #google,biased
[12] biased,#searchengine
[12] #searchengine,fix
[12] fix,#it
[12] #it,imariajohnsen

Top Replied-To
Top Replied-To in Entire Graph:
@google
@googlecloud_in
@googlestadia
@joahered
@yeolsffect
@gcpcloud
@yunhosaurus
@margct9
@cadlitoz
@googlecloud

Top Replied-To in G1:
@yeolsffect
@joahered
@cadlitoz
@margct9
@yunhosaurus
@anquitax
@terealvarez79
@charlygaga
@wooexo
@autopolitics

Top Replied-To in G2:

Top Replied-To in G3:
@google
@googlecloud_in
@googlecloud
@gcpcloud
@individual8
@bobevansit
@googlenest
@lookerdata
@hyzhak_en
@iruzaguilar

Top Replied-To in G4:
@google
@googlestadia
@joshuam2202
@fscavo
@cto_reed
@gameovergreggy
@geoffkeighley
@nicomnoru
@mvgn
@projectr070971

Top Replied-To in G5:
@thousandeyes
@apanya_hah
@real_neil_patel

Top Replied-To in G8:
@1amageek
@apstndb
@mumoshu
@tenntenn
@amuyikam
@rhoboro
@yaboo_oyabu

Top Replied-To in G10:
@serapath
@coral
@broady
@techreview
@weijima01
@paul1kirby

Top Mentioned
Top Mentioned in Entire Graph:
@googlecloud
@google
@lookerdata
@gcpcloud
@wordnuvola
@auproxies
@wired
@googlecloud_in
@aster_cloud
@husseinbahadi

Top Mentioned in G1:
@wordnuvola
@alferdez
@spid3rwom4n
@bts_twt
@mara_bk
@cfkargentina
@sergiomassa
@laurix73
@hebley_
@d0nghyn

Top Mentioned in G2:
@contractspy
@techzine
@adriandomainame
@nicodevitalia
@hdblog
@judsontelemed
@ita360com
@y61493280
@andreearchbold

Top Mentioned in G3:
@googlecloud
@lookerdata
@google
@gcpcloud
@googlecloud_in
@husseinbahadi
@fran
@dustinkirkland
@thecube
@furrier

Top Mentioned in G4:
@microsoft
@googlestadia
@stpiindia
@s
@dropbox
@drewhouston
@google
@youtube
@ig_galaxy
@amazon

Top Mentioned in G5:
@wired
@brbarrett
@techcrunch
@thousandeyes
@ron_miller
@nxthompson
@usatoday
@gadgets360
@evankirstel
@morningbrew

Top Mentioned in G6:
@cnbc
@zdnet
@domainmondo
@theflynews
@liamt
@techmeme
@nytimesbusiness
@marshacollier
@ansonmccade
@7wdata

Top Mentioned in G7:
@auproxies

Top Mentioned in G8:
@takahiro0309
@tjo_datasci
@ksimir
@hik0107
@tenntenn
@_tanabee
@yaboo_oyabu
@gcp_incidents
@tora470
@mercaridevjp

Top Mentioned in G9:
@cosidaacadaa
@cosidanews
@googlecloud
@littlerockbsb
@armywp_baseball
@southernmisssb
@vol_baseball
@conferenceusa
@ncaadii
@cbubaseball

Top Mentioned in G10:
@ronald_vanloon
@gp_pulipaka
@tdwi
@xantardev
@hasdid
@ahmetb
@thecloudnetwork
@google
@techreview

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@market_screener
@detikcom
@robinsnewswire
@sectest9
@myalliesnews
@javascriptd
@nosqldigest
@united

Top Tweeters in G1:
@kimrahmahwang
@spnxley
@silvinamarq
@conurbanita
@renjunism
@rubencarrito
@kryptonianwitch
@bangtanpout
@_aqueleyoyo
@pppluem_6

Top Tweeters in G2:
@occuworld
@the_news_diva
@market_screener
@robinsnewswire
@myalliesnews
@superalloyzz
@follementbijoux
@mao_kanda
@infoiteconomia
@econewsn1

Top Tweeters in G3:
@nosqldigest
@eraser
@fintechna
@evanderburg
@pizzahut
@calcaware
@economictimes
@nytimes
@ryushiahnam
@akwyz

Top Tweeters in G4:
@applesupport
@indianexpress
@tmobile
@lesechos
@windows
@ak2webd3
@xbox
@the65connection
@harlemj11
@brobible

Top Tweeters in G5:
@evankirstel
@ndtv
@twiterhero
@iggy
@usatoday
@anil7kishan
@vajapeyam
@tunguzreview
@insideerick
@darrenculbreath

Top Tweeters in G6:
@sectest9
@united
@tradnews_
@monalisazelf
@princessbravato
@reuters
@marshacollier
@turfline
@releaseteam
@simonlporter

Top Tweeters in G7:
@hsuanchuha
@steadyjuan
@vaknesh
@braceshuang
@jigishaun
@xennfrietze
@linbamboo0328
@shen19941
@dhugh034
@miverynd

Top Tweeters in G8:
@collonville
@bgnori
@yamanetoshi
@taka_0411
@kntoo
@norisioo
@scaled_wurm
@a2uky
@oza_shu
@chrisshort

Top Tweeters in G9:
@benstancliff
@usmvoice
@dennisbohannon
@christinatippen
@optimusprymtyme
@draftprospectus
@pollyworkman
@usmgoldeneagles
@rrainwater1037
@vol_baseball

Top Tweeters in G10:
@javascriptd
@chidambara09
@thecloudnetwork
@into_ai
@coral
@marketwatch
@ham_gretsky
@b2community
@wordpressbot_
@akdm_bot


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