The graph represents a network of 2,216 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 February 2020 at 14:44 UTC.
The requested start date was Thursday, 06 February 2020 at 13:44 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 13-day, 11-hour, 0-minute period from Thursday, 23 January 2020 at 13:47 UTC to Thursday, 06 February 2020 at 00:47 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 : 2216
Unique Edges : 2552
Edges With Duplicates : 1567
Total Edges : 4119
Number of Edge Types : 4
Mentions : 974
MentionsInRetweet : 1834
Tweet : 1183
Replies to : 128
Self-Loops : 1183
Reciprocated Vertex Pair Ratio : 0.0426356589147287
Reciprocated Edge Ratio : 0.0817843866171004
Connected Components : 518
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 640
Maximum Edges in a Connected Component : 1840
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.221205
Graph Density : 0.000493232065584992
Modularity : 0.602496
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,216 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 06 February 2020 at 14:44 UTC.
The requested start date was Thursday, 06 February 2020 at 13:44 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 13-day, 11-hour, 0-minute period from Thursday, 23 January 2020 at 13:47 UTC to Thursday, 06 February 2020 at 00:47 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 : edutech
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:
[292] #education,#edutech [277] iam,platform [277] platform,curated [256] curated,tweet [240] #continuingeducation,#digitallearning [240] #digitallearning,#education [240] #edutech,#highereducation [153] #blog,#computer [147] #computer,#web [140] #highereducation,#learning Top Word Pairs in Tweet in G1:
[30] edutech,expo [27] volunteer,edutech [17] requirement,apply [12] キャスタリア,モンゴル初のedutechとなる大学受験対策モバイルラーニング事業をbagshiin [12] 2019,2020 [11] モンゴル初のedutechとなる大学受験対策モバイルラーニング事業をbagshiin,tuslah社との提携により開始 [11] turn,edutech [10] expo,forum [10] forum,2020 [9] inilah,yang Top Word Pairs in Tweet in G2:
[22] bett_show,#bettshow2020 [20] #edutech,#expo [19] excel,bett_show [17] #edtech,#edutech [13] bett_show,today [11] bett_show,#bett2020 [11] one,microsoft [11] microsoft,newest [11] newest,gem [11] gem,products Top Word Pairs in Tweet in G3:
[276] iam,platform [276] platform,curated [259] #education,#edutech [255] curated,tweet [239] #continuingeducation,#digitallearning [239] #digitallearning,#education [239] #edutech,#highereducation [153] #blog,#computer [147] #computer,#web [140] #highereducation,#learning Top Word Pairs in Tweet in G4:
[29] swisscognitive,#ai [27] parameters,qualify [27] qualify,#ai [27] #ai,#solutions [27] #cpo,#dl [27] #dl,#predictive_analytics [27] #predictive_analytics,#edutech [27] #edutech,#foodtech [27] #foodtech,#healthtech [27] #healthtech,#lawtech Top Word Pairs in Tweet in G5:
[61] nigerian,universities [60] 2020,haven't [60] haven't,still [60] still,figured [60] figured,scaled [60] scaled,central [60] central,online [60] online,system [60] system,students [60] students,nigerian Top Word Pairs in Tweet in G6:
[46] smart,board [46] board,currently [46] currently,being [46] being,used [32] check,next [32] next,level [32] level,smart [32] used,china [27] #technology,#engineering [23] china,thefuturist007 Top Word Pairs in Tweet in G7:
[15] 180,000 [13] educational,technology [13] technology,trends [13] trends,african [13] african,secondary [13] secondary,education [13] education,policy [13] apply,180 [10] mission,1x [10] 1x,collaboration Top Word Pairs in Tweet in G8:
[31] free,pass [29] 19,20 [29] smx,convention [29] convention,center [29] center,manila [28] 20,february [19] #edutechphil,19 [16] manila,philippines [13] february,2020 [13] 2020,smx Top Word Pairs in Tweet in G9:
[31] #edtech,#edutech [28] #education,#edtech [27] #edutech,#teacher [26] #teacher,#teachers [23] #teachers,#students [21] #students,#classroom [20] #classroom,#school [20] #school,#principals [20] #principals,#podcast [20] #podcast,#podcasters Top Word Pairs in Tweet in G10:
[18] smart,#edutech [18] #edutech,board [18] board,#china [18] #china,ty [18] ty,evankirstel [18] evankirstel,enricomolinari [18] enricomolinari,#iot [18] #iot,#data [18] #data,#digital [18] #digital,#finserv Top Replied-To in Entire Graph:
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Top Replied-To in G5:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: