The graph represents a network of 1 471 Twitter users whose recent tweets contained "#MicrosoftEDU", 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, 02 September 2021 at 15:32 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 54-minute period from Wednesday, 25 August 2021 at 16:16 UTC to Thursday, 02 September 2021 at 15:10 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
Vertices : 1471
Unique Edges : 2392
Edges With Duplicates : 978
Total Edges : 3370
Number of Edge Types : 5
Retweet : 1455
MentionsInRetweet : 827
Tweet : 374
Mentions : 691
Replies to : 23
Self-Loops : 381
Reciprocated Vertex Pair Ratio : 0,0253164556962025
Reciprocated Edge Ratio : 0,0493827160493827
Connected Components : 139
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1248
Maximum Edges in a Connected Component : 3114
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3,486692
Graph Density : 0,00116122587716256
Modularity : 0,580882
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 1 471 Twitter users whose recent tweets contained "#MicrosoftEDU", 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, 02 September 2021 at 15:32 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 54-minute period from Wednesday, 25 August 2021 at 16:16 UTC to Thursday, 02 September 2021 at 15:10 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 : #MicrosoftEDU
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[415] #mieexpert,#microsoftedu [265] #edtech,#mieexpert [253] reading,progress [200] #microsoftedu,#mieexpert [139] big,news [135] progress,#microsoftteams [127] 2021,2022 [119] improve,fluency [111] #microsoftteams,#microsoftedu [111] #edtech,#edchat Top Word Pairs in Tweet in G1:
[88] reading,progress [86] big,news [85] news,find [85] find,#microsoftedu [85] #microsoftedu,tiktok [85] tiktok,follow [85] follow,along [85] along,see [85] see,going [85] going,down Top Word Pairs in Tweet in G2:
[273] #mieexpert,#microsoftedu [213] #edtech,#mieexpert [112] reading,progress [97] #edtech,#edchat [96] #edchat,#mieexpert [87] progress,#microsoftteams [79] youtube,#edtech [73] tutorial,video [73] lots,more [73] more,youtube Top Word Pairs in Tweet in G3:
[31] #mieexpert,#microsoftedu [30] watch,short [30] short,video [30] video,learn [30] learn,embed [30] embed,flipgrid [30] flipgrid,url [30] url,#minecraftedu [30] #minecraftedu,lesson [30] lesson,students Top Word Pairs in Tweet in G4:
[24] #microsoftedu,#mieexpert [22] 2021,2022 [15] #mieexpert,#microsoftedu [14] expert,2021 [13] mie,expert [12] #microsoft,#microsoftedu [11] _,_ [9] #microsoftedu,#taalimtice [9] educator,expert [9] innovative,educator Top Word Pairs in Tweet in G5:
[69] 2021,2022 [57] مايكروسوفت,خبير [57] mie,لعام [57] لعام,2021 [53] خبير,mie [52] كمعلم,مايكروسوفت [52] 2022,#microsoftedu [51] microsoft_saudi,microsoftedu [47] تم,اختياري [42] اختياري,كمعلم Top Word Pairs in Tweet in G6:
[24] #microsoftedu,#claustrovirtual [18] #claustrovirtual,#edtech [14] chats,vs [14] vs,canales [14] canales,#microsoftteams [14] #microsoftteams,ambas [14] ambas,alternativas [14] alternativas,sirven [14] sirven,entablar [14] entablar,conversaciones Top Word Pairs in Tweet in G7:
[25] #lehrer,blog [24] #microsoft365de,#microsoftedu [22] more,#microsoftedu [20] help,students [20] learn,more [19] reading,progress [17] progress,available [17] available,help [17] students,improve [17] improve,fluency Top Word Pairs in Tweet in G8:
[13] today,sethfewell [13] sethfewell,wrapped [13] wrapped,week [13] week,#microsoftedu [13] #microsoftedu,pd [13] pd,client [13] client,never [13] never,cover [13] cover,things [13] things,wanted Top Word Pairs in Tweet in G9:
[84] #techcoach,#iste [84] #iste,#microsoftedu [73] please,check [72] #educoach,#edchat [63] check,latest [49] read,more [46] latest,video [46] video,#microsoftplanner [46] #microsoftplanner,today [46] today,#marketing Top Word Pairs in Tweet in G10:
[22] upcoming,webinar [22] webinar,series [22] series,starting [22] starting,september [22] september,8th [22] 8th,16 [22] 16,15 [22] register,#edtech [22] #edtech,#microsoftedu [22] #microsoftedu,#mieexpert Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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 Mentioned in G10:
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: