The graph represents a network of 15,930 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, 07 May 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 2-minute period from Thursday, 30 April 2020 at 10:05 UTC to Thursday, 07 May 2020 at 09:08 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 : 15930
Unique Edges : 19742
Edges With Duplicates : 7524
Total Edges : 27266
Number of Edge Types : 5
Tweet : 6392
Retweet : 9802
MentionsInRetweet : 6153
Mentions : 4546
Replies to : 373
Self-Loops : 6643
Reciprocated Vertex Pair Ratio : 0.0341006946437798
Reciprocated Edge Ratio : 0.065952367734414
Connected Components : 4391
Single-Vertex Connected Components : 2478
Maximum Vertices in a Connected Component : 6224
Maximum Edges in a Connected Component : 13113
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.447086
Graph Density : 7.09874802644519E-05
Modularity : 0.696003
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 15,930 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, 07 May 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 2-minute period from Thursday, 30 April 2020 at 10:05 UTC to Thursday, 07 May 2020 at 09:08 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:
[947] online,learning [543] #distancelearning,#onlinelearning [540] #onlinelearning,#distancelearning [499] #level3,#lasizwe [490] #skabadom,#cyrilramaphosa [490] #onlinelearning,#saveaman [489] #lasizwe,#covid19sa [488] #cyrilramaphosa,#covid19sa [488] #covid19sa,#onlinelearning [488] #saveaman,#soma2020 Top Word Pairs in Tweet in G1:
[198] online,learning [115] #onlinelearning,#onlineclasses [99] #onlineclasses,#onlinelearning [72] #onlinelearning,#elearning [64] #distancelearning,#onlinelearning [60] #elearning,#onlinelearning [55] online,classes [53] online,courses [52] learn,more [51] #onlinelearning,#distancelearning Top Word Pairs in Tweet in G2:
[244] #distancelearning,#onlinelearning [167] #onlinelearning,#distancelearning [167] #remotelearning,#distancelearning [153] #remotelearning,#onlinelearning [147] keep,students [147] #microsoftedu,#ditchbook [143] #onlinelearning,#elearning [141] #distancelearning,#elearning [133] students,muting [133] muting,others Top Word Pairs in Tweet in G3:
[158] read,more [152] #edutech,#highereducation [151] more,#continuingeducation [151] #continuingeducation,#digitallearning [151] #digitallearning,#education [151] #education,#edutech [151] #highereducation,#learning [151] #learning,#lifelonglearning [151] #lifelonglearning,#media [151] #media,#onlinelearning Top Word Pairs in Tweet in G4:
[465] #onlinelearning,#saveaman [463] #level3,#lasizwe [463] #lasizwe,#covid19sa [463] #covid19sa,#duduzanezuma [463] #duduzanezuma,#zuma [463] #zuma,#titomboweni [463] #titomboweni,#etvscandal [463] #etvscandal,#skabadom [463] #skabadom,#cyrilramaphosa [463] #cyrilramaphosa,#covid19sa Top Word Pairs in Tweet in G5:
[66] #onlinelearning,tools [55] #onlinelearning,#edtech [49] online,course [45] discover,ways [45] ways,learn [45] learn,teach [45] teach,discover [45] discover,multilingual [45] multilingual,series [45] series,#onlinelearning Top Word Pairs in Tweet in G6:
[250] #earlyyears,#onlinelearning [232] digital,library [228] inspired,fellow [228] fellow,#eductor [228] #eductor,following [228] following,example [228] example,created [228] created,very [228] very,digital [228] library,kids Top Word Pairs in Tweet in G7:
[181] finally,use [181] use,spanish [181] spanish,verbs [181] verbs,estar [181] estar,correctly [181] correctly,#languages [181] #languages,#spanish [181] #spanish,#onlinelearning [89] rindfleischetikettierungsüberwachungsaufgabenübertragungsgesetz,welcome [89] welcome,german Top Word Pairs in Tweet in G8:
[35] क,ल [32] बच,च [31] ल,ए [29] #lockdown,#onlinelearning [29] च,क [22] न,व [22] pu,including [22] including,regional [22] regional,centres [22] centres,constituent Top Word Pairs in Tweet in G9:
[97] remote,teaching [90] online,teaching [90] use,#onlinelearning [89] one,place [87] back,march [87] march,shared [87] shared,tips [87] tips,switch [87] switch,remote [87] teaching,equally Top Word Pairs in Tweet in G10:
[54] #onlinelearning,#boycottonlinelearninguwc [53] online,learning [52] 20,million [48] students,pay [45] happened,20 [45] million,donated [45] donated,students [45] pay,#onlinelearning [41] take,minute [41] minute,break Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: