The graph represents a network of 6,103 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, 03 August 2020 at 10:03 UTC.
The requested start date was Monday, 03 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 10-hour, 8-minute period from Wednesday, 29 July 2020 at 23:38 UTC to Sunday, 02 August 2020 at 09:46 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 : 6103
Unique Edges : 5359
Edges With Duplicates : 11835
Total Edges : 17194
Number of Edge Types : 5
Retweet : 4659
MentionsInRetweet : 6506
Tweet : 2136
Mentions : 3498
Replies to : 395
Self-Loops : 2296
Reciprocated Vertex Pair Ratio : 0.0439985494983682
Reciprocated Edge Ratio : 0.0842885261086025
Connected Components : 900
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 4076
Maximum Edges in a Connected Component : 14134
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.885654
Graph Density : 0.000231924883082953
Modularity : 0.456881
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,103 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, 03 August 2020 at 10:03 UTC.
The requested start date was Monday, 03 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 10-hour, 8-minute period from Wednesday, 29 July 2020 at 23:38 UTC to Sunday, 02 August 2020 at 09:46 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 : edtech
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:
[337] 99,free [251] 94,99 [195] #edtech,#edchat [171] #edchat,#edtech [155] remote,learning [146] first,time [138] back,school [137] students,use [130] video,send [129] short,video Top Word Pairs in Tweet in G1:
[313] 99,free [230] 94,99 [109] #edtech,#stem [105] #science,#education [103] #iot,#python [103] #python,#100daysofcode [89] #education,#parents [84] #goals,#success [80] #parents,#kids [80] #kubernetes,#iot Top Word Pairs in Tweet in G2:
[88] activity,pack [79] #edchat,#edtech [53] video,tutorials [52] pupil,activity [47] #esl,#efl [47] #efl,#elt [42] remote,learning [42] activity,packs [41] #edtech,#edchat [37] primary,computing Top Word Pairs in Tweet in G3:
[22] #edchat,#edtech [20] #edtech,#edchat [20] #education,#edtech [16] #edtech,#education [12] #elearning,#edtech [11] digital,tools [11] time,earn [10] edtech,startup [10] #edtech,#onlinelearning [10] calling,subject Top Word Pairs in Tweet in G4:
[65] msventurino,smgaillard [63] smgaillard,meredithakers [49] community,ideas [47] compiled,great [47] great,classroom [47] classroom,community [47] ideas,summer [47] summer,shout [47] shout,msventurino [46] marilynedu,compiled Top Word Pairs in Tweet in G5:
[81] highly,recommend [81] recommend,everyone [81] everyone,#microsoftedu [81] #microsoftedu,follow [81] follow,msftengageedu [81] msftengageedu,account [81] account,edu [81] edu,engagement [80] mtholfsen,highly [31] #microsoftteams,pro Top Word Pairs in Tweet in G6:
[43] edtech,startup [23] #education,#edtech [18] 350,crore [17] #edtech,#startup [16] #educators,#students [15] india's,edtech [15] edtech,potential [15] potential,finally [15] finally,coming [15] coming,fore Top Word Pairs in Tweet in G7:
[35] #edtech,edsurge [11] learning,#edtech [8] connections,students [8] slidesmaniasm,edwin [8] edwin,template [8] distance,learning [8] googleforedu,join [8] join,peardeck [8] peardeck,bookcreatorapp [8] bookcreatorapp,screencastify Top Word Pairs in Tweet in G8:
[29] remote,learning [27] back,school [25] #remotelearning,#edtech [23] #edtech,#edutwitter [22] 50,yes [22] yes,fifty [22] fifty,back [22] school,activities [22] activities,remote [22] learning,classroom Top Word Pairs in Tweet in G9:
[85] student,writing [85] writing,always [85] always,google [85] google,doc [85] doc,write [85] write,personal [85] personal,narratives [85] narratives,using [84] mrpiercey,student [84] using,googlee Top Word Pairs in Tweet in G10:
[50] google,classroom [28] step,step [24] shakeuplearning,google [21] classroom,cheat [21] cheat,sheets [21] sheets,teachers [21] teachers,students [21] students,54 [21] 54,handy [21] handy,step Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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