The graph represents a network of 12,323 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 05:47 UTC.
The requested start date was Saturday, 09 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 18-day, 10-hour, 57-minute period from Monday, 21 December 2020 at 14:03 UTC to Saturday, 09 January 2021 at 01:00 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 : 12323
Unique Edges : 7660
Edges With Duplicates : 22692
Total Edges : 30352
Number of Edge Types : 5
Tweet : 8365
Mentions : 4069
Retweet : 7710
MentionsInRetweet : 9781
Replies to : 427
Self-Loops : 8564
Reciprocated Vertex Pair Ratio : 0.03003765653735
Reciprocated Edge Ratio : 0.0583234143853086
Connected Components : 3807
Single-Vertex Connected Components : 2445
Maximum Vertices in a Connected Component : 4694
Maximum Edges in a Connected Component : 16180
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.715844
Graph Density : 7.74610754144619E-05
Modularity : 0.42587
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,323 Twitter users whose tweets in the requested range contained "onlinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 January 2021 at 05:47 UTC.
The requested start date was Saturday, 09 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.
The tweets in the network were tweeted over the 18-day, 10-hour, 57-minute period from Monday, 21 December 2020 at 14:03 UTC to Saturday, 09 January 2021 at 01:00 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 : onlinelearning
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:
[1020] online,learning [342] student,engagement [297] àª,ઠ[268] #education,#onlinelearning [257] online,discussions [256] catlin_tucker,strategies [253] increase,student [250] video,conferencing [245] using,video [245] #onlinelearning,#elearning Top Word Pairs in Tweet in G1:
[212] online,learning [184] thank,#eduwarrior [184] #eduwarrior,#eduwarrior [184] #eduwarrior,#storyofeduwarrior [184] #storyofeduwarrior,#makingonlineeducationaccessible [184] #makingonlineeducationaccessible,#edutorapp [184] #edutorapp,#onlinelearning [137] ø,ø [130] ù,ø [128] #onlinelearning,#elearning Top Word Pairs in Tweet in G2:
[172] ht,letstalkscience [120] #edtech,#onlinelearning [101] #onlinelearning,#education [101] #elearning,#edtech [99] #elearning,#education [94] #onlinelearning,#employeetraining [91] #stem,#stemed [89] #elearning,#onlinelearning [87] #science,#stem [84] covid,19 Top Word Pairs in Tweet in G3:
[302] student,engagement [242] catlin_tucker,strategies [231] online,discussions [231] video,conferencing [230] strategies,designed [230] designed,increase [230] increase,student [230] engagement,synchronous [230] synchronous,online [230] discussions,using Top Word Pairs in Tweet in G4:
[97] #education,#onlinelearning [79] #elearning,#education [61] #edtech,#online [52] #online,#distancelearning [51] #onlinelearning,#learning [51] online,learning [42] #onlinelearning,#education [42] #distancelearning,#onlinelearning [39] #learning,#edtech [37] #onlinelearning,#students Top Word Pairs in Tweet in G5:
[171] #education,#learning [162] #scratchyourhead,#contestalert [146] #unicentschool,#scratchyourhead [134] #contestalert,#education [97] #learning,#activity [88] #activity,#onlineclasses [85] #onlineclasses,#onlinelearning [82] first,question [82] question,plate [82] plate,analyze Top Word Pairs in Tweet in G6:
[184] iâ,ve [184] ve,compiled [184] compiled,tips [184] tips,move [184] move,online [184] online,based [184] based,accesstcd [184] accesstcd,schoolofedtcd [184] schoolofedtcd,research [184] research,during Top Word Pairs in Tweet in G7:
[35] online,learning [25] best,practices [24] three,critical [24] critical,steps [24] steps,educators [24] educators,take [24] take,integrate [24] integrate,sel [24] sel,online [24] learning,students Top Word Pairs in Tweet in G8:
[102] lingoda,know [82] study,mba [82] mba,online [82] online,ucl [82] ucl,named [82] named,top [82] top,10 [82] 10,university [82] university,qs [82] qs,world Top Word Pairs in Tweet in G9:
[10] bbcnews,msm [10] msm,reporting [10] reporting,happens [10] happens,children [10] children,forced [10] forced,overcrowded [9] staff_rate_sch,bbcnews [9] overcrowded,poorl [8] online,learning [7] private,schools Top Word Pairs in Tweet in G10:
[93] career,great [76] great,learning [75] come,complete [75] complete,contact [75] contact,whole [75] whole,universe [75] universe,online [75] online,learning [75] learning,upskill [75] upskill,career Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: