The graph represents a network of 15,206 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 Tuesday, 17 March 2020 at 09:48 UTC.
The tweets in the network were tweeted over the 5-day, 20-hour, 8-minute period from Wednesday, 11 March 2020 at 08:31 UTC to Tuesday, 17 March 2020 at 04:40 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 : 15206
Unique Edges : 19090
Edges With Duplicates : 4702
Total Edges : 23792
Number of Edge Types : 5
MentionsInRetweet : 7222
Tweet : 4524
Retweet : 7654
Mentions : 3867
Replies to : 525
Self-Loops : 4677
Reciprocated Vertex Pair Ratio : 0.00960768614891913
Reciprocated Edge Ratio : 0.0190325138778747
Connected Components : 2812
Single-Vertex Connected Components : 1657
Maximum Vertices in a Connected Component : 8992
Maximum Edges in a Connected Component : 16172
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.214624
Graph Density : 7.6355743719606E-05
Modularity : 0.738888
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 15,206 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 Tuesday, 17 March 2020 at 09:48 UTC.
The tweets in the network were tweeted over the 5-day, 20-hour, 8-minute period from Wednesday, 11 March 2020 at 08:31 UTC to Tuesday, 17 March 2020 at 04:40 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1200] online,learning [724] online,teaching [688] #remotelearning,#onlinelearning [646] #onlinelearning,#edtech [640] covid,19 [606] teaching,online [596] school,closures [564] #onlinelearning,#distancelearning [537] #elearning,#onlinelearning [510] distance,learning Top Word Pairs in Tweet in G1:
[139] online,learning [62] #onlinelearning,#onlineteaching [55] #onlinelearning,#distancelearning [45] #covid19,#onlinelearning [43] online,classes [42] #education,#onlinelearning [41] covid,19 [40] #onlinelearning,#elearning [36] #onlinelearning,#covid19 [35] #onlinelearning,#onlineclasses Top Word Pairs in Tweet in G2:
[230] #remotelearning,#onlinelearning [179] home,learning [131] launch,home [116] learning,#remotelearning [114] online,learning [103] session,beginners [103] beginners,ready [103] ready,start [103] start,basics [103] basics,walk Top Word Pairs in Tweet in G3:
[210] distance,learning [173] #remotelearning,#onlinelearning [161] google,meet [160] teachers,learn [160] learn,use [160] use,google [160] meet,during [160] during,distance [160] learning,class [160] class,discussions Top Word Pairs in Tweet in G4:
[312] school,closures [252] covid,19 [248] 19,educators [248] educators,worried [248] worried,preparing [248] preparing,school [248] closures,learn [248] learn,create [248] create,engaging [248] engaging,#online Top Word Pairs in Tweet in G5:
[121] #lthechat,#onlinelearning [60] online,learning [58] doing,work [51] #onlinelearning,#lthechat [41] face,face [35] online,teaching [33] join,#onlinelearning [33] transitioning,assessments [32] anyone,currently [32] currently,considering Top Word Pairs in Tweet in G6:
[73] #edtech,#onlinelearning [61] #onlinelearning,#mtbos [56] #mtbos,masonmathed [52] #onlinelearning,#edtech [50] offering,free [49] online,learning [47] online,instruction [43] professional,development [42] #mooc,#onlinelearning [42] online,lessons Top Word Pairs in Tweet in G7:
[101] #highered,#onlinelearning [61] #onlinelearning,#remotelearning [45] courses,online [37] #powerup,#trainertips [37] #trainertips,#kisdtechbingo [37] #kisdtechbingo,#onlinelearning [37] #onlinelearning,#canvaslms [37] #canvaslms,#mpjh [37] #mpjh,#kisdsecmath [37] #kisdsecmath,#kisd Top Word Pairs in Tweet in G8:
[43] online,learning [42] #edtech,#onlinelearning [41] students,use [40] free,digital [40] digital,books [40] books,students [40] use,ipad [40] ipad,iphone [40] iphone,go [40] go,download Top Word Pairs in Tweet in G9:
[285] #elearning,#onlinelearning [283] #edtech,#elearning [282] dreambox,math [271] uncertain,times [271] #covid19,#coronavirus [270] math,support [270] support,learners [270] learners,communities [270] communities,during [270] during,uncertain Top Word Pairs in Tweet in G10:
[191] teaching,online [190] online,due [188] guide,teaching [188] school,closure [187] mega,guide [187] due,#schoolclosures [173] #onlinelearning,#edtech [170] find,helpful [165] helpful,#onlinelearning [164] hit,publish Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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: