The graph represents a network of 4,861 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 December 2021 at 11:32 UTC.
The requested start date was Monday, 13 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 21-hour, 15-minute period from Tuesday, 07 December 2021 at 03:45 UTC to Monday, 13 December 2021 at 01:00 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 : 4861
Unique Edges : 3189
Edges With Duplicates : 12233
Total Edges : 15422
Number of Edge Types : 5
Retweet : 4587
MentionsInRetweet : 6134
Mentions : 2513
Tweet : 2050
Replies to : 138
Self-Loops : 2185
Reciprocated Vertex Pair Ratio : 0.0391575663026521
Reciprocated Edge Ratio : 0.075364059450533
Connected Components : 538
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 3583
Maximum Edges in a Connected Component : 13278
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.728751
Graph Density : 0.000281953534599309
Modularity : 0.387877
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,861 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 13 December 2021 at 11:32 UTC.
The requested start date was Monday, 13 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 21-hour, 15-minute period from Tuesday, 07 December 2021 at 03:45 UTC to Monday, 13 December 2021 at 01:00 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 : GraphServerTwitterSearch
Graph Term : edchat
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:
[606] graphic,novels [402] books,graphic [356] #edchat,#edtech [312] #edtech,#edchat [277] #edchat,#edutwitter [269] #edchat,#k12 [201] those,back [201] back,graphic [201] novels,books [201] novels,baby Top Word Pairs in Tweet in G1:
[247] #edchat,#edtech [224] #edchat,#k12 [216] #edtech,#edchat [113] #redfored,#tbats [112] big,education [112] education,ape [111] #tbats,#edchat [100] 2021,#redfored [99] ape,top [88] #education,#edchat Top Word Pairs in Tweet in G2:
[124] #learning,#edutwitter [115] teachthought,#learning [101] #edutwitter,#edchat [99] shout,ones [99] ones,voices [99] voices,#teacherlife [99] #teacherlife,#librarylife [99] #librarylife,#edchat [99] #edchat,hellojenjones [98] tcea,shout Top Word Pairs in Tweet in G3:
[114] #aussieed,#edchat [110] #science,#nqtchat [94] gt,gt [94] #ukedchat,#science [80] #nqtchat,#ittchat [78] #ittchat,#aussieed [66] #edchat,#physics [65] #physics,#physicsteaching [52] hi,friends [47] doesn,mean Top Word Pairs in Tweet in G4:
[18] #edutwitter,#edchat [18] #pegeeks,#ukpechat [18] #ukpechat,#physed [17] #physed,#googleei [16] #googleei,#googleet [16] #mradampe,#pegeeks [14] #googleet,#googlepd [13] learn,more [13] #edchat,#education [13] #edchat,#edtech Top Word Pairs in Tweet in G5:
[566] graphic,novels [376] books,graphic [188] those,back [188] back,graphic [188] novels,books [188] novels,baby [188] baby,books [187] missnikkiin5th,those [187] novels,re [5] fishtopia,gimkit Top Word Pairs in Tweet in G6:
[48] ready,saturday [48] thousands,educators [48] educators,receive [48] receive,#nbctstrong [48] #nbctstrong,score [48] score,reports [47] drlatonyasibley,ready [33] saturday,thousands [33] reports,invit [31] mass,exodus Top Word Pairs in Tweet in G7:
[83] #edchat,#edutwitter [40] #edutwitter,#suptchat [39] unlocking,potential [39] potential,students [39] students,#edchat [39] #edutwitter,#disruptivethink [37] e_sheninger,unlocking [37] #suptchat,#cpchat [35] #disruptivethink,#suptchat [34] #suptchat,#cpch Top Word Pairs in Tweet in G8:
[14] 25,days [14] days,digital [14] digital,tools [14] tools,apps [12] apps,future [12] future,ready [11] #edchat,#edtech [10] csedweek,#edchat [10] ready,librarians [9] #tlchat,#edchat Top Word Pairs in Tweet in G9:
[110] pen,pal [55] pal,class [55] class,excited [55] excited,usps [55] usps,pen [55] pal,project [55] project,free [55] free,educational [55] educational,program [54] weareteachers,pen Top Word Pairs in Tweet in G10:
[30] #caedu,#edchat [8] giancarlomerca2,lausdhr [8] lausdhr,laschools [8] laschools,lausd_ldc [8] culturally,relevant [8] relevant,pedagogy [8] standards,relate [8] relate,one [8] one,another [8] another,both Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: