The graph represents a network of 2,535 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, 19 September 2019 at 09:13 UTC.
The requested start date was Thursday, 19 September 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 13-day, 9-hour, 48-minute period from Thursday, 05 September 2019 at 00:16 UTC to Wednesday, 18 September 2019 at 10:05 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 : 2535
Unique Edges : 3379
Edges With Duplicates : 1741
Total Edges : 5120
Number of Edge Types : 3
Mentions : 3992
Tweet : 1048
Replies to : 80
Self-Loops : 1048
Reciprocated Vertex Pair Ratio : 0.0375343301800427
Reciprocated Edge Ratio : 0.0723529411764706
Connected Components : 368
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 1606
Maximum Edges in a Connected Component : 3722
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.039685
Graph Density : 0.000529290797034103
Modularity : 0.611973
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[967] #edtech,#edutech [912] #education,#edtech [562] #edutech,#classroom [557] smart,#iot [557] #iot,#education [468] evankirstel,smart [309] #edutech,#teacher [288] #teacher,#teachers [252] #teachers,#students [230] #students,#classroom Top Word Pairs in Tweet in G1:
[450] #edtech,#edutech [447] smart,#iot [447] #iot,#education [447] #education,#edtech [447] #edutech,#classroom [446] evankirstel,smart [8] benefits,#5g [8] #5g,bring [8] bring,higher [8] higher,education Top Word Pairs in Tweet in G2:
[95] smart,#iot [95] #iot,#education [95] #education,#edtech [95] #edtech,#edutech [95] #edutech,#classroom [93] classroom,#smart [93] #smart,blackboard [93] blackboard,full [93] full,touch [93] touch,screen Top Word Pairs in Tweet in G3:
[131] free,gcse [131] gcse,religious [131] religious,studies [131] studies,gcse [131] gcse,sociology [131] sociology,lessons [131] lessons,#reteachers [131] #reteachers,#reteacher [131] #reteacher,#rethinkre [131] #rethinkre,#tes Top Word Pairs in Tweet in G4:
[357] #edtech,#edutech [334] #education,#edtech [300] #edutech,#teacher [281] #teacher,#teachers [248] #teachers,#students [228] #students,#classroom [224] #classroom,#school [212] #school,#principals [133] #principals,#podcast [131] #podcast,#podcasters Top Word Pairs in Tweet in G5:
[51] न,क [46] क,य [46] ज,क [43] म,ल [30] र,क [26] amarujalanews,म [24] फ,र [23] #edutwitter,#edutech [20] क,स [20] क,सबस Top Word Pairs in Tweet in G6:
[43] #semanatic,#edutech [31] semanaticcba,#semanatic [22] córdoba,vive [22] vive,#septiembrejoven [22] #septiembrejoven,hoy [22] hoy,jornada [22] jornada,pura [22] pura,#tecnología [22] #tecnología,estamos [22] estamos,#edutech Top Word Pairs in Tweet in G7:
[5] impressionen,vom [5] vom,ersten [5] ersten,#raspberry [5] #raspberry,jam [5] jam,krems [5] krems,danke [5] danke,alle [5] alle,da [5] da,waren [5] waren,mitbasteln Top Word Pairs in Tweet in G8:
[23] #edutech,#education [21] welcome,mr [20] thank,inspiration [18] #edtech,#edutech [16] #education,#entrepreneurship [15] #ufolympiad,#edutech [14] inspiration,support [13] #startupindia,#makeinindia [13] #entrepreneurship,#startupindia [12] pleased,welcome Top Word Pairs in Tweet in G9:
[148] iam,platform [148] platform,curated [148] curated,tweet [91] #education,#edutech [87] #digitallearning,#education [87] #topinfluence,#iamplatform [82] #continuingeducation,#digitallearning [75] #edutech,#highereducation [61] iam__network,iam [60] #highereducation,#learning Top Word Pairs in Tweet in G10:
[15] 5,6 [15] 6,november [15] november,singapore [10] speaker,#edutechasia [10] #edutechasia,5 [10] singapore,sharing [10] tickets,now [8] theatre,tickets [5] edtechevans,brainenthusiast [5] brainenthusiast,mrkpyp Top Replied-To in Entire Graph:
Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: