The graph represents a network of 17,835 Twitter users whose recent tweets contained "Microsoft", 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 Thursday, 05 January 2023 at 15:28 UTC.
The tweets in the network were tweeted over the 14-hour, 7-minute period from Wednesday, 04 January 2023 at 22:24 UTC to Thursday, 05 January 2023 at 12:32 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
Vertices : 17835
Unique Edges : 21047
Edges With Duplicates : 7755
Total Edges : 28802
Number of Edge Types : 5
Replies to : 2907
Mentions : 5890
Retweet : 9117
Tweet : 6398
MentionsInRetweet : 4490
Self-Loops : 6570
Reciprocated Vertex Pair Ratio : 0.00999945655127439
Reciprocated Edge Ratio : 0.019800914716169
Connected Components : 4945
Single-Vertex Connected Components : 3230
Maximum Vertices in a Connected Component : 8602
Maximum Edges in a Connected Component : 18169
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.953843
Graph Density : 5.84306462184242E-05
Modularity : 0.658091
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 17,835 Twitter users whose recent tweets contained "Microsoft", 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 Thursday, 05 January 2023 at 15:28 UTC.
The tweets in the network were tweeted over the 14-hour, 7-minute period from Wednesday, 04 January 2023 at 22:24 UTC to Thursday, 05 January 2023 at 12:32 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 : Microsoft
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 : In-Degree
Top URLs in Tweet in Entire Graph:
[21] https://www.bing.com/create [10] https://store.fatkiddeals.com/sales/microsoft-office-home-business-for-mac-2021-lifetime-license-5?utm_source=fatkiddeals.com&utm_medium=referral&utm_campaign=microsoft-office-home-business-for-mac-2021-lifetime-license-5_121222&utm_term=scsf-559497&utm_content=a0x1P0000057n5UQAQ&scsonar=1 [9] https://www.amazon.co.jp/%E3%80%90Microsoft-Business-2021%E6%90%AD%E8%BC%89%E3%80%91Dell-i3-1115G4-NI335A-BWHBB/dp/B09HZPVVXJ?__mk_ja_JP=%E3%82%AB%E3%82%BF%E3%82%AB%E3%83%8A&crid=2RJJ7IZN6F8UZ&keywords=%E3%83%91%E3%82%BD%E3%82%B3%E3%83%B3&qid=1650045945&sprefix=%E3%83%91%E3%82%BD%E3%82%B3%E3%83%B3,aps,251&sr=8-10&linkCode=sl1&tag=affiliate8404-22&linkId=7bbd4eef2642b019b7a3697f3b75de32&language=ja_JP&ref_=as_li_ss_tl [6] https://financial-reporting.cfotechoutlook.com/vendor/gravity-software-a-unified-platform-for-better-financial-and-accounting-needs-cid-414-mid-51.html?utm_campaign=CFO%20Tech%20Outlook&utm_content=233329560&utm_medium=social&utm_source=twitter&hss_channel=tw-862725287347441668 [6] https://www.theinformation.com/articles/microsoft-and-openai-working-on-chatgpt-powered-bing-in-challenge-to-google [5] https://redirect.viglink.com?u=https%3A%2F%2Fteams.microsoft.com%2Fregistration%2FHdsntliZ0U-OpIrDsnzwDw%2C_Saj-hN7fku6XWIRGCUirw%2CxiN5lJPCG0KG0Hi2cfzH6A%2Cv2_2RuY3OEe94bK7WDlsBA%2C3vAwqsvFoUCGkkKb2C_qjw%2ClsEuKSWfDU2aYYsqCJqTGA%3Fmode%3Dread%26tenantId%3Db627db1d-9958-4fd1-8ea4-8ac3b27cf00f%26skipauthstrap%3D1&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [4] https://www.amazon.in/Redmi-10-Prime-extendable-Adaptive/dp/B09CTYGJSD?crid=2W8PTH34NVMEJ&keywords=mobile&qid=1661270975&refinements=p_72:1318477031,p_36:1318506031&rnid=1318502031&s=electronics&sprefix=mobile,aps,319&sr=1-20&linkCode=sl1&tag=jaysapindia0f-21&linkId=0226fc621b5ae62424d47efc561d52bc&language=en_IN&ref_=as_li_ss_tl [4] https://www.ukrinform.ua/rubric-uarazom/3646117-microsoft-ta-hp-peredali-ukrainskim-osvitanam-majze-tri-tisaci-noutbukiv.html [3] https://www.amazon.co.jp/%E3%80%902022%E5%B9%B4%E3%83%A2%E3%83%87%E3%83%AB%E3%80%91HP-Microsoft-2021%E6%90%AD%E8%BC%89%EF%BC%8FRyzen-5-%E6%9C%80%E6%96%B05625U%EF%BC%8F16GB%E3%83%A1%E3%83%A2%E3%83%AA%EF%BC%8F512GB-SSD%EF%BC%8FWindows11/dp/B0B56XMT16?th=1&linkCode=shr&tag=kamisiro01-22&language=ja_JP&ref_=as_li_ss_shr&creativeASIN=B0B56XMT16&camp=1207&creative=undefined&linkId=d9aec5f71b3a1c6bef896ca7f398788a [3] https://www.amazon.co.jp/deal/7c745af3?moreDeals=606363c3%2C1b50f721%2Cf2b36d8b%2C3f2a4cae%2Ccd014de9%2Ca9f2e845%2C48d014fd%2Ca1b63f3d%2C0f5c47f1%2Cc7011c8c%2C3635aa9f%2C063015b0%2Ca75ba6a3%2C86566379%2C98b4c9f3%2C32a99f3d%2C6902b8a0%2C26744371%2C2aecaf49&ref=dlx_hatsu_gd_dcl_img_35_a9f2e845_dt_sl15_3b&tag=lexus02-22 Top URLs in Tweet in G1:
[9] https://www.amazon.co.jp/%E3%80%90Microsoft-Business-2021%E6%90%AD%E8%BC%89%E3%80%91Dell-i3-1115G4-NI335A-BWHBB/dp/B09HZPVVXJ?__mk_ja_JP=%E3%82%AB%E3%82%BF%E3%82%AB%E3%83%8A&crid=2RJJ7IZN6F8UZ&keywords=%E3%83%91%E3%82%BD%E3%82%B3%E3%83%B3&qid=1650045945&sprefix=%E3%83%91%E3%82%BD%E3%82%B3%E3%83%B3,aps,251&sr=8-10&linkCode=sl1&tag=affiliate8404-22&linkId=7bbd4eef2642b019b7a3697f3b75de32&language=ja_JP&ref_=as_li_ss_tl [3] https://wwwhatsnew.com/2023/01/04/microsoft-busca-lanzar-una-version-de-bing-con-chatgpt-integrado-en-los-proximos-meses/ [3] https://www.theverge.com/2023/1/4/23538552/microsoft-bing-chatgpt-search-google-competition [3] https://www.amazon.co.jp/%E3%80%902022%E5%B9%B4%E3%83%A2%E3%83%87%E3%83%AB%E3%80%91HP-Microsoft-2021%E6%90%AD%E8%BC%89%EF%BC%8FRyzen-5-%E6%9C%80%E6%96%B05625U%EF%BC%8F16GB%E3%83%A1%E3%83%A2%E3%83%AA%EF%BC%8F512GB-SSD%EF%BC%8FWindows11/dp/B0B56XMT16?th=1&linkCode=shr&tag=kamisiro01-22&language=ja_JP&ref_=as_li_ss_shr&creativeASIN=B0B56XMT16&camp=1207&creative=undefined&linkId=d9aec5f71b3a1c6bef896ca7f398788a [3] https://www.amazon.co.jp/deal/7c745af3?moreDeals=606363c3%2C1b50f721%2Cf2b36d8b%2C3f2a4cae%2Ccd014de9%2Ca9f2e845%2C48d014fd%2Ca1b63f3d%2C0f5c47f1%2Cc7011c8c%2C3635aa9f%2C063015b0%2Ca75ba6a3%2C86566379%2C98b4c9f3%2C32a99f3d%2C6902b8a0%2C26744371%2C2aecaf49&ref=dlx_hatsu_gd_dcl_img_35_a9f2e845_dt_sl15_3b&tag=lexus02-22 [2] https://dailycaller.com/2023/01/01/big-tech-stock-market-microsoft-apple-google-meta-amazon/ [2] https://news.google.com/__i/rss/rd/articles/CBMiVmh0dHBzOi8vZzEuZ2xvYm8uY29tL3RlY25vbG9naWEvbm90aWNpYS8yMDIzLzAxLzA0L21pY3Jvc29mdC1iaW5nLWNoYXRncHQtZ29vZ2xlLmdodG1s0gFhaHR0cHM6Ly9nMS5nbG9iby5jb20vZ29vZ2xlL2FtcC90ZWNub2xvZ2lhL25vdGljaWEvMjAyMy8wMS8wNC9taWNyb3NvZnQtYmluZy1jaGF0Z3B0LWdvb2dsZS5naHRtbA?oc=5&utm_source=dlvr.it&utm_medium=twitter [2] https://www.veeam.com/product-demo/backup-microsoft-365-best-practices-apj-live-product-demo-4488.html?utm_campaign=Country:+APAC,Creative:+Static+Banner,Format:+Product+Demo,Program:+M365,Title:+Veeam+Backup+for+Microsoft+365+%E2%80%93+Best+Practices&utm_source=twitter&utm_medium=socialteam&utm_content=1672836898 [2] https://www.veeam.com/product-demo/backup-microsoft-365-best-practices-apj-live-product-demo-4488.html?utm_campaign=Country:+ANZ,Creative:+Static+Banner,Format:+Product+Demo,Program:+M365,Title:+Veeam+Backup+for+Microsoft+365+%E2%80%93+Best+Practices&utm_source=twitter&utm_medium=socialteam&utm_content=1672836898 [2] https://www.amazon.co.jp/HP-%E3%83%8E%E3%83%BC%E3%83%88%E3%83%91%E3%82%BD%E3%82%B3%E3%83%B3-IPS%E3%83%87%E3%82%A3%E3%82%B9%E3%83%97%E3%83%AC%E3%82%A4-Windows11-Office%E4%BB%98%E3%81%8D%EF%BC%88%E5%9E%8B%E7%95%AA%EF%BC%9A6N083PA-AAAC%EF%BC%89/dp/B0BDQTVKWX?th=1&linkCode=shr&tag=kamisiro01-22&language=ja_JP&ref_=as_li_ss_shr&creativeASIN=B0BDQTVKWX&camp=1207&creative=undefined&linkId=20affbc6f87a21e326c4138c48e6f583 Top URLs in Tweet in G2:
[3] https://economictimes.indiatimes.com/magazines/panache/thank-you-narendra-modi-satya-nadella-lauds-govts-digital-push-says-microsoft-will-help-india-be-a-light-for-the-world/articleshow/96754930.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst [2] https://www.amazon.es/Microsoft-RRT-00009-Xbox-Series-X/dp/B08H93ZRLL?crid=5906FDVVX168&keywords=xbox+series+x&qid=1667474042&qu=eyJxc2MiOiIzLjQ3IiwicXNhIjoiMy4zMiIsInFzcCI6IjIuMzMifQ%3D%3D&sprefix=xbox,aps,91&sr=8-1&linkCode=shr&tag=deadarticgame-21&language=es_ES&ref_=as_li_ss_shr&creativeASIN=B08H93ZRLL&camp=3714&creative=undefined&linkId=f27e964c9d484d554981686d02b8652d [1] https://economictimes.indiatimes.com/magazines/panache/thank-you-narendra-modi-satya-nadella-lauds-govts-digital-push-says-microsoft-will-help-india-be-a-light-for-the-world/articleshow/96754930.cms?utm_source=twitter.com&utm_medium=referral&utm_campaign=ETPanache [1] https://www.axios.com/2023/01/04/microsoft-bing-search-chatgpt-openai?stream=business [1] https://www.youtube.com/watch?v=YFVI4FVbdfI [1] https://defensescoop.com/2022/12/07/pentagon-awards-aws-google-microsoft-and-oracle-spots-on-joint-warfighting-cloud-capability-solicitation/ [1] https://techthusiast.net/ [1] https://techthusiast.net/ces-2023-asus-announces-new-rog-zephyrus-strix-scar-proart-studiobook-and-more/ [1] https://twitter.com/fraterfdisk/status/1610729208652627974 Top URLs in Tweet in G5:
[1] https://www.dell.com/en-us/dt/hyperconverged-infrastructure/microsoft-azure-stack/microsoft-azure-stack-hci.htm#pdf-overlay=//www.delltechnologies.com/asset/en-us/products/converged-infrastructure/briefs-summaries/dell-azure-stack-hci-spotlight-infographic.pdf [1] https://sylversys-my.sharepoint.com/personal/fatou_kane_sylversys_com/_layouts/15/stream.aspx?id=/personal/fatou_kane_sylversys_com/Documents/Recordings/AZURE%20par%20SYLVERSYS%20_%20Migration%20et%20Optimisation%20de%20vos%20applications-20230104_121113-Meeting%20Recording.mp4&ga=1 [1] https://www.microsoft.com/d/xbox-series-s/942j774tp9jn?ocid=Platform_soc_omc_xbo_tw_Photo_buy_9.10.1 [1] https://aka.ms/xboxcreators?ocid=Evergreen_soc_omc_xbo_tw_Link_lrn_1.4.1 [1] https://app.respondent.io/respondents/v2/projects/view/63b5ee996d0b907b8db7dc1b/seeking-microsoft-azure-active-directory-admins-who-use-multiple-m365-products?referralCode=dervaldofilho-6088241b42c2 [1] https://gamerant.com/steam-deck-xbox-game-pass-app-microsoft-valve/ Top URLs in Tweet in G7:
[3] https://www.theverge.com/2023/1/3/23537688/microsoft-windows-7-8-end-of-support-security-updates [1] https://www.xboxygen.com/News/43581-Activision-Microsoft-validerait-le-rachat-sans-l-aval-de-la-FTC-si-la-CMA-et-l-UE-valident?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G8:
[2] https://learn.microsoft.com/en-us/windows-365/enterprise/in-development#windows-365-app-will-support-windows-10 [1] https://redirect.viglink.com?u=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fmicrosoft-teams-blog%2Fintroducing-sign-language-view-for-teams-meetings%2Fba-p%2F3671257%3Focid%3DFY23_soc_omc_br_li_Signs&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false [1] https://www.bleepingcomputer.com/news/microsoft/microsoft-windows-server-2012-reaches-end-of-support-in-october/ [1] https://mastodon.social/@kurtsh/109632707470937965 [1] https://learn.microsoft.com/en-us/azure/aks/howto-deploy-java-liberty-app Top URLs in Tweet in G9:
[21] https://www.bing.com/create Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2788] clumsy,rush [932] #gaming,#indiegame [931] #nintendo,#xbox [930] #indiegamedev,#indiedev [930] rush,#xbox [930] #indiegame,#indiegamedev [930] rush,#nintendoswitch [930] #nintendoswitch,clumsy [928] #memes,#letthefunbegin [928] #xbox,#steam Top Word Pairs in Tweet in G1:
[313] microsoft,365 [128] satya,nadella [122] microsoft,office [101] search,engine [97] bing,search [90] microsoft,word [87] canva,pro [87] chatgpt,bing [82] grammarly,quillbot [77] premium,accounts Top Word Pairs in Tweet in G2:
[466] ceo,microsoft [372] chairman,ceo [313] microsoft,corporation [299] corporation,satyanadella [283] discussed,delivery [283] delivery,governance [283] digital,domain [283] security,digital [283] satyanadella,discussed [283] governance,security Top Word Pairs in Tweet in G3:
[2779] clumsy,rush [929] #gaming,#indiegame [928] #nintendo,#xbox [927] #indiegame,#indiegamedev [927] #indiegamedev,#indiedev [927] rush,#xbox [927] rush,#nintendoswitch [927] #nintendoswitch,clumsy [925] looks,clumsy [925] #meme,#memes Top Word Pairs in Tweet in G4:
[131] microsoft,activision [82] activision,blizzard [70] tweaktown,microsoft [63] beth,wilkinson [46] sales,numbers [44] federal,court [44] microsoft,never [40] microsoft,prepared [40] tell,many [38] gives,sales Top Word Pairs in Tweet in G5:
[47] need,jump [47] creators,tools [47] careers,check [47] experience,need [47] xbox,next [47] program,helps [47] check,few [47] jump,start [47] few,stories [47] helps,underrepresented Top Word Pairs in Tweet in G6:
[254] 512gb,ssd [254] laptop,price [254] 4k,display [254] 685,000 [254] pickup,nationwide [254] available,pickup [254] price,685 [254] core,i7 [254] nationwide,delivery [254] ssd,touchscreen Top Word Pairs in Tweet in G7:
[52] bing,search [42] sony,microsoft [41] more,people [41] sony,leaning [41] accessibility,big [41] great,see [41] see,sony [41] accessibility,needs [41] big,brands [41] play,games Top Word Pairs in Tweet in G8:
[108] active,directory [61] #microsoft,#azure [51] february,27 [51] 27,2023 [51] directory,admins [51] use,#microsoft [51] #mfa,number [51] admins,mandating [51] removing,admin [51] 2023,removing Top Word Pairs in Tweet in G9:
[217] microsoft,openai [216] already,plans [216] image,creator [216] bing,search [216] investor,plans [216] integration,bing [216] biggest,investor [216] search,march [216] openai,biggest [216] creator,seen Top Word Pairs in Tweet in G10:
[284] cara,mudah [255] dengan,cepat [240] microsoft,excel [187] excel,dengan [142] berdasarkan,tulisan [142] membuat,warna [142] mudah,membuat [142] tulisan,microsoft [142] warna,berdasarkan [85] microsoft,word Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
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