The graph represents a network of 9,518 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, 22 April 2021 at 19:24 UTC.
The tweets in the network were tweeted over the 4-day, 23-hour, 31-minute period from Saturday, 17 April 2021 at 18:01 UTC to Thursday, 22 April 2021 at 17:33 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
Vertices : 9518
Unique Edges : 12548
Edges With Duplicates : 10840
Total Edges : 23388
Number of Edge Types : 5
Tweet : 7085
Retweet : 10113
Replies to : 277
Mentions : 2101
MentionsInRetweet : 3812
Self-Loops : 7329
Reciprocated Vertex Pair Ratio : 0.0194251560165246
Reciprocated Edge Ratio : 0.0381100189687877
Connected Components : 2726
Single-Vertex Connected Components : 1987
Maximum Vertices in a Connected Component : 3968
Maximum Edges in a Connected Component : 16079
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.28597
Graph Density : 0.000128037543902096
Modularity : 0.497075
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,518 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, 22 April 2021 at 19:24 UTC.
The tweets in the network were tweeted over the 4-day, 23-hour, 31-minute period from Saturday, 17 April 2021 at 18:01 UTC to Thursday, 22 April 2021 at 17:33 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 : 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1120] #vr,#microsoft [1118] #100daysofcode,#javascript [1109] #python,#apple [1108] fin,aux [1105] aux,négociations [1104] microsoft,certified [1100] mis,fin [1098] flash,#discord [1097] #discord,mis [1095] négociations,vente Top Word Pairs in Tweet in G1:
[154] #microsoft,#microsoftsecurity [95] windows,10 [92] #microsoft,#azure [71] learn,more [51] #microsoft,#windows10 [49] #discord,#microsoft [45] #microsoft,#xbox [44] #microsoft,#windows [41] #xbox,#microsoft [40] microsoft,teams Top Word Pairs in Tweet in G2:
[1091] flash,#discord [1091] #discord,mis [1091] mis,fin [1091] fin,aux [1091] aux,négociations [1091] négociations,vente [1091] vente,#microsoft [1091] #microsoft,plateforme [1091] plateforme,souhaite [1091] souhaite,concentrer Top Word Pairs in Tweet in G3:
[1054] #vr,#microsoft [1051] #100daysofcode,#javascript [1047] #python,#apple [1027] #apple,#vr [1025] #javascript,#python [815] #microsoft,#linux [664] domain,sale [374] #microsoft,#azure [279] #azure,#microsoft [213] #javascript,#serverless Top Word Pairs in Tweet in G4:
[61] #amazon,#microsoft [51] valuable,global [50] #apple,#amazon [40] #microsoft,exchange [36] #innovation,#apple [32] #microsoft,#ai [31] #cybersecurity,#microsoft [31] big,deal [31] #microsoft,#tesla [30] #ai,acquisition Top Word Pairs in Tweet in G5:
[311] #xbox,#microsoft [222] #microsoft,#videogames [204] #xboxseriesx,#xboxseriess [189] #ps5,#playstation [185] #xbox,#ps5 [185] #playstation,#nintendo [185] #nintendo,#videogames [185] #videogames,#microsoft [185] #videogames,#xboxseriesx [185] #xboxseriesx,#xboxonex Top Word Pairs in Tweet in G6:
[117] #technews,#techlife [117] #techlife,#microsoft [117] #microsoft,#geekwire [70] #microsoft,#dynamics365 [54] microsoft,teams [52] power,platform [47] dynamics,365 [45] #microsoft,#microsoftteams [30] published,blog [30] blog,#humansofit Top Word Pairs in Tweet in G7:
[223] hiring,multiple [223] multiple,opportunities [223] opportunities,join [223] join,human [223] human,centered [223] centered,ai [223] ai,group [223] group,msftresearch [223] msftresearch,create [223] create,#responsibleai Top Word Pairs in Tweet in G8:
[136] #microsoft,#dotnetcore [132] #opensource,#microsoft [124] #crypto,#defi [115] #nft,#nebl [112] #dapps,#developers [110] #defi,#nft [81] #btc,#blockchain [79] #blockchain,#dapps [77] #nebl,nebl [69] #dotnetcore,#aspnetcore Top Word Pairs in Tweet in G9:
[1089] attend,advanced [1089] advanced,excel [1089] excel,workshop [1089] workshop,microsoft [1089] microsoft,certified [1089] certified,trainer [1089] trainer,24th [1089] 24th,25th [1089] 25th,april [1089] april,during Top Word Pairs in Tweet in G10:
[118] dat,#billgates [113] ik,heb [113] heb,lang [113] lang,gedacht [113] gedacht,dat [113] #billgates,goed [113] goed,bezig [113] bezig,door [113] door,wereldniveau [113] wereldniveau,allerlei Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: