The graph represents a network of 15,969 Twitter users whose recent tweets contained "onlinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 30 April 2020 at 07:25 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 22-minute period from Thursday, 23 April 2020 at 08:08 UTC to Thursday, 30 April 2020 at 05:30 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 : 15969
Unique Edges : 20646
Edges With Duplicates : 7879
Total Edges : 28525
Number of Edge Types : 5
Retweet : 9366
MentionsInRetweet : 6959
Tweet : 6461
Mentions : 5311
Replies to : 428
Self-Loops : 6699
Reciprocated Vertex Pair Ratio : 0.0422221013112792
Reciprocated Edge Ratio : 0.081023231532237
Connected Components : 4432
Single-Vertex Connected Components : 2378
Maximum Vertices in a Connected Component : 5447
Maximum Edges in a Connected Component : 12585
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.636381
Graph Density : 7.51197115252485E-05
Modularity : 0.696185
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 15,969 Twitter users whose recent tweets contained "onlinelearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 30 April 2020 at 07:25 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 22-minute period from Thursday, 23 April 2020 at 08:08 UTC to Thursday, 30 April 2020 at 05:30 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[824] #distancelearning,#onlinelearning [808] online,learning [675] #remotelearning,#onlinelearning [633] #onlinelearning,#distancelearning [591] #onlinelearning,#remotelearning [439] #onlinelearning,#elearning [412] #onlinelearning,#onlineclasses [389] online,courses [359] #onlineclasses,#onlinelearning [356] #elearning,#onlinelearning Top Word Pairs in Tweet in G1:
[167] online,learning [150] #onlinelearning,#onlineclasses [128] #onlineclasses,#onlinelearning [54] #elearning,#onlinelearning [53] online,classes [48] #onlinelearning,#elearning [48] covid,19 [48] #learning,#onlinelearning [46] #onlinelearning,#remotelearning [45] #remotelearning,#onlinelearning Top Word Pairs in Tweet in G2:
[510] #distancelearning,#onlinelearning [338] lt,gt [307] #onlinelearning,#distancelearning [251] #onlinelearning,#remotelearning [239] #remotelearning,#onlinelearning [236] make,better [236] better,screencasts [236] screencasts,week's [236] week's,awesome [236] awesome,guest Top Word Pairs in Tweet in G3:
[97] #remotelearning,#onlinelearning [58] #onlinelearning,#distancelearning [46] memory,game [39] #onlinelearning,#remotelearning [36] #claustrovirtual,#onlinelearning [36] today,during [36] during,#zoommeeting [36] #zoommeeting,played [36] played,good [36] good,old Top Word Pairs in Tweet in G4:
[50] day,#100daysofcode [42] #onlinelearning,#remotelearning [40] #onlinelearning,#coding [38] #remotelearning,#distancelearning [34] gt,gt [31] #onlineclasses,#onlinelearning [31] #machinelearning,#datascience [31] #coronavirus,#keeplearning [30] #100daysofcode,continued [30] #womenintech,#womenwhocode Top Word Pairs in Tweet in G5:
[36] interacted,state [36] state,education [36] education,ministers [36] ministers,today [36] today,meeting [36] meeting,led [36] led,minister [36] minister,drrpnishank [36] drrpnishank,ji [36] ji,video Top Word Pairs in Tweet in G6:
[88] gain,skills [77] #onlinelearning,platform [59] resources,tools [57] platform,allows [57] allows,discover [57] discover,wealth [57] wealth,resources [57] tools,improve [57] improve,digital [57] digital,#education Top Word Pairs in Tweet in G7:
[58] #homelearning,#onlinelearning [49] herbmorrprisch,thanks [41] #onlinelearning,herbmorrprisch [38] wow,aera_edresearch [38] aera_edresearch,curated [38] curated,wonderful [38] wonderful,list [38] list,#openaccess [38] #openaccess,articles [38] articles,#onlinelearning Top Word Pairs in Tweet in G8:
[27] online,learning [26] complementary,virtual [26] bjeteds,#jcal [22] #onlinelearning,scale [21] online,courses [20] university,right [20] right,regards [20] regards,delivering [20] delivering,#onlinelearning [20] scale,sept Top Word Pairs in Tweet in G9:
[20] #onlinelearning,#onlineclasses [13] online,learning [12] free,months [12] use,link [12] access,course [9] free,access [8] learn,english [8] watch,live [8] live,facebook [7] covid,19 Top Word Pairs in Tweet in G10:
[62] #onlinelearning,#edtech [40] #mooc,#onlinelearning [36] #edtech,#onlinelearning [33] online,learning [29] #edtech,#edchat [28] build,digital [28] digital,classroom [28] staff,development [27] fully,online [27] #onlinelearning,#remotelearning 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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