The graph represents a network of 420 Twitter users whose recent tweets contained "#ISTEDLS", 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 Saturday, 19 January 2019 at 18:37 UTC.
The tweets in the network were tweeted over the 10-day, 3-hour, 51-minute period from Wednesday, 09 January 2019 at 14:44 UTC to Saturday, 19 January 2019 at 18:35 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 : 420
Unique Edges : 1038
Edges With Duplicates : 862
Total Edges : 1900
Self-Loops : 190
Reciprocated Vertex Pair Ratio : 0.0829576194770063
Reciprocated Edge Ratio : 0.153205661948376
Connected Components : 18
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 388
Maximum Edges in a Connected Component : 1867
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.064435
Graph Density : 0.00682463916354131
Modularity : 0.318338
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[71] digital,leadership [67] leadership,summit [63] use,technology [60] iste,digital [52] istedls,wearecue [49] tech,savvy [48] iste,cueinc [42] richard,culatta [41] cueinc,istedls [40] wearecue,cuerockstar Top Word Pairs in Tweet in G1:
[30] digital,leadership [27] leadership,summit [19] iste,digital [15] summit,istedls [15] iste,istedls [15] istedls,bcpartners [12] learning,istedls [12] iste,technology [11] technology,support [10] education,leaders Top Word Pairs in Tweet in G2:
[45] istedls,wearecue [42] iste,cueinc [37] cueinc,istedls [37] wearecue,cuerockstar [23] jcorippo,istedls [19] istedls,iste [15] leadership,summit [14] digital,leadership [13] iste,digital [10] momsasprincipal,acsa_info Top Word Pairs in Tweet in G3:
[24] use,technology [22] confuse,tech [22] tech,savvy [22] savvy,teachers [22] teachers,teachers [22] teachers,prepared [22] prepared,use [22] technology,enhance [22] enhance,learning [22] learning,teaching Top Word Pairs in Tweet in G4:
[20] use,technology [12] istedls,edtechchat [11] tech,savvy [10] don,t [10] t,confuse [10] confuse,being [10] being,tech [10] savvy,effective [10] effective,pedagogical [10] pedagogical,use Top Word Pairs in Tweet in G5:
[12] digital,leadership [12] leadership,summit [12] iste,digital [8] summit,istedls [5] don,t [4] istedls,kicking [4] t,think [4] think,ve [4] ve,stopped [4] stopped,nodding Top Word Pairs in Tweet in G6:
[18] richard,culatta [17] culatta,iste [15] interesting,thing [15] thing,technology [15] technology,present [15] present,content [15] content,richard [15] iste,ceo [15] ceo,istedls [14] ellenmcdon,interesting Top Word Pairs in Tweet in G7:
[7] words,wisdom [7] order,matters [7] matters,tech [7] tech,side [7] side,before [7] before,vision [7] vision,side [7] side,istedls [6] zach_thetechguy,order [4] professional,organizations Top Word Pairs in Tweet in G9:
[2] using,technology [2] spend,weekend Top Word Pairs in Tweet in G10:
[3] sfusddot,istedls [2] looking,engaging [2] engaging,innovative [2] innovative,teaching [2] teaching,practices [2] practices,join [2] join,4th [2] 4th,annual [2] annual,bridge2tech [2] bridge2tech,innovation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: