The graph represents a network of 3,936 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 August 2019 at 14:19 UTC.
The requested start date was Monday, 12 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 0-hour, 21-minute period from Friday, 09 August 2019 at 23:39 UTC to Monday, 12 August 2019 at 00:00 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 : 3936
Unique Edges : 5215
Edges With Duplicates : 2451
Total Edges : 7666
Number of Edge Types : 3
Mentions : 5643
Tweet : 1827
Replies to : 196
Self-Loops : 1827
Reciprocated Vertex Pair Ratio : 0.0321478802491461
Reciprocated Edge Ratio : 0.0622931672182208
Connected Components : 593
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 2655
Maximum Edges in a Connected Component : 6089
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.884445
Graph Density : 0.000331672709992665
Modularity : 0.614847
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[247] check,out [223] #edtech,#edchat [173] #edtech,#education [161] #edchat,#edtech [158] anyone,need [158] need,digital [158] digital,planbook [158] planbook,here [158] here,one [158] one,created Top Word Pairs in Tweet in G1:
[115] #edtech,#education [79] #education,#learning [70] check,out [68] iam,platform [68] platform,curated [68] curated,tweet [48] #edtech,edsurge [42] #edchat,#edtech [40] #education,#edtech [36] #topinfluence,#edtech Top Word Pairs in Tweet in G2:
[38] #edtech,#edchat [17] #math,#techtalk [17] #techtalk,#iphone [17] #algebra,#edtech [16] #edtech,#education [15] #mathchat,#teachers [15] #teachers,#tech [13] #edtech,#edtechchat [12] #teaching,#edtech [12] #education,#edtech Top Word Pairs in Tweet in G3:
[37] back,school [31] #microsoftedu,gives [31] gives,students [31] students,educators [31] educators,tools [31] tools,automatic [31] automatic,text [31] text,translations [31] translations,make [31] make,easy Top Word Pairs in Tweet in G4:
[137] anyone,need [137] need,digital [137] digital,planbook [137] planbook,here [137] here,one [137] one,created [137] created,#googlesheets [137] #googlesheets,duplicate [137] duplicate,each [136] joliboucher,anyone Top Word Pairs in Tweet in G5:
[45] #re,#rs [40] download,ultimate [30] check,out [30] #edchat,#edtech [28] #ukedchat,#sltchat [26] #edtech,tools [24] student,reflection [23] #edtech,#edu [23] religious,studies [22] #sltchat,#edtech Top Word Pairs in Tweet in G6:
[44] google,classroom [32] teachers,#edtech [30] #edtech,#edchat [30] 4,google [30] classroom,skills [30] skills,teachers [29] shakeuplearning,4 [23] classroom,#edtech [22] 160,chrome [22] chrome,apps Top Word Pairs in Tweet in G7:
[41] book,creator [17] campbellmira,#edtech [16] check,out [15] created,interactive [15] interactive,choose [15] choose,adventure [15] adventure,book [15] book,campbellmira [14] ways,use [14] bookcreatorapp,created Top Word Pairs in Tweet in G8:
[20] take,look [20] look,learning [20] learning,dark [20] dark,applying [20] applying,unsupervised [20] unsupervised,#learning [20] #learning,#malware [20] #malware,#dataset [20] #dataset,#machinelearning [18] cyberpoint_intl,take Top Word Pairs in Tweet in G9:
[38] #education,#edtech [38] #edtech,#edutech [36] #edutech,#teacher [32] #teacher,#teachers [30] #podcast,#podcasts [30] #edchat,#edtech [29] #teachers,#students [29] #podcastlove,#podcast [29] #podcasts,#podcasting [29] #podcaster,#podcasters Top Word Pairs in Tweet in G10:
[5] hola,bilingualtechet [5] bilingualtechet,bilingualpride [5] bilingualpride,ta4be [5] ta4be,rgv_tabe [5] rgv_tabe,gteachertribe [5] gteachertribe,flipgrid [5] flipgrid,help [5] help,student's [5] student's,beautiful [5] beautiful,voices Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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