The graph represents a network of 4,247 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 Monday, 20 May 2019 at 14:10 UTC.
The requested start date was Monday, 20 May 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, 15-hour, 39-minute period from Friday, 17 May 2019 at 08:21 UTC to Monday, 20 May 2019 at 00:01 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 : 4247
Unique Edges : 5968
Edges With Duplicates : 2345
Total Edges : 8313
Number of Edge Types : 3
Mentions : 6492
Tweet : 1673
Replies to : 148
Self-Loops : 1673
Reciprocated Vertex Pair Ratio : 0.0311952330879776
Reciprocated Edge Ratio : 0.0605030591434398
Connected Components : 565
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 3039
Maximum Edges in a Connected Component : 6862
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.865942
Graph Density : 0.00032629499574164
Modularity : 0.636788
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[246] #edtech,#edchat [205] check,out [194] #edchat,#edtech [118] #edtech,#education [92] #education,#edtech [88] sign,up [78] mtholfsen,new [69] #microsoftedu,#edtech [66] learn,more [63] google,docs Top Word Pairs in Tweet in G1:
[42] ericcurts,google [37] #edtech,#edchat [36] shakeuplearning,google [34] 15,collaborative [34] collaborative,tools [34] tools,classroom [34] classroom,google [33] google,game [33] game,town [33] town,15 Top Word Pairs in Tweet in G2:
[40] #edchat,#education [36] google,classroom [33] #edtech,#edchat [32] google,docs [31] learn,digitally [31] digitally,score [31] score,rubrics [31] rubrics,google [31] docs,through [31] through,google Top Word Pairs in Tweet in G3:
[12] #edchat,#edtech [10] check,out [9] #edtech,#education [9] #edtech,#edtechchat [8] #edtech,#edchat [8] タブレットで勉強,ってほんとうに効果はあるの [8] ってほんとうに効果はあるの,紙で勉強 [8] 紙で勉強,と科学的に比較してみた [7] edtech,startup [7] #education,#edtech Top Word Pairs in Tweet in G4:
[23] article,channel [23] channel,youtube [19] #edchat,#edtech [18] youtube,#blog [15] #blog,#computer [15] #computer,#web [13] sur,stand [13] buku,digital [13] digital,ebook [13] ebook,article Top Word Pairs in Tweet in G5:
[48] #edtech,#edchat [41] #education,#edtech [40] #elearning,#mlearning [26] #edtech,#education [23] #dev,#devclever [20] #edchat,#edtech [19] iam,platform [19] platform,curated [19] curated,retweet [17] #education,#educación Top Word Pairs in Tweet in G6:
[42] activity,pack [27] pupil,activity [23] #edchat,#edtech [19] check,out [19] #edtech,#careertech [19] video,tutorials [18] #careertech,startup [18] primary,computing [17] startup,showcase [17] showcase,#bnt101 Top Word Pairs in Tweet in G7:
[65] mtholfsen,new [50] #microsoftedu,#edtech [49] new,now [49] now,set [49] set,picture [49] picture,background [49] background,#onenote [49] #onenote,ipad [49] ipad,iphone [49] iphone,make Top Word Pairs in Tweet in G8:
[9] #edchat,#engchat [9] #engchat,#elachat [9] #elachat,#grammar [9] #grammar,#mschat [9] #mschat,#cpchat [8] #cpchat,#edtech [8] #edtech,#highered [7] #edtech,#edchat [7] interesting,news [7] news,canva Top Word Pairs in Tweet in G9:
[14] moodle,open [14] open,technology [14] technology,effectively [14] effectively,support [14] support,evolving [14] evolving,education [14] education,training [14] training,landscape [14] landscape,china [14] china,18 Top Word Pairs in Tweet in G10:
[45] micro,bit [41] microbit_edu,want [22] want,make [22] make,yourself [22] yourself,micro [22] bit,pet [22] pet,look [22] look,need [22] need,#microbit [22] #microbit,code 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 Replied-To in G9:
Top Replied-To in G10:
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: