The graph represents a network of 3,301 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 22:35 UTC.
The requested start date was Wednesday, 12 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 13-day, 23-hour, 46-minute period from Wednesday, 29 July 2020 at 00:02 UTC to Tuesday, 11 August 2020 at 23:48 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 : 3301
Unique Edges : 3214
Edges With Duplicates : 6107
Total Edges : 9321
Number of Edge Types : 5
Mentions : 1208
Retweet : 2317
MentionsInRetweet : 4287
Replies to : 214
Tweet : 1295
Self-Loops : 1320
Reciprocated Vertex Pair Ratio : 0.0247037557742519
Reciprocated Edge Ratio : 0.0482163857310859
Connected Components : 505
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 936
Maximum Edges in a Connected Component : 3340
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.171588
Graph Density : 0.000468361286295246
Modularity : 0.509048
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,301 Twitter users whose tweets in the requested range contained "edutech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 12 August 2020 at 22:35 UTC.
The requested start date was Wednesday, 12 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 13-day, 23-hour, 46-minute period from Wednesday, 29 July 2020 at 00:02 UTC to Tuesday, 11 August 2020 at 23:48 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 : edutech
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:
[641] bighit_edu,เป [641] เป,นหน [641] นหน,วยงานอ [641] วยงานอ,สระด [641] สระด,านการศ [641] านการศ,กษาภายใต [641] กษาภายใต,bighitent [641] bighitent,ก [641] ก,อต [641] อต,งพ Top Word Pairs in Tweet in G1:
[641] bighit_edu,เป [641] เป,นหน [641] นหน,วยงานอ [641] วยงานอ,สระด [641] สระด,านการศ [641] านการศ,กษาภายใต [641] กษาภายใต,bighitent [641] bighitent,ก [641] ก,อต [641] อต,งพ Top Word Pairs in Tweet in G2:
[94] #edtech,#k12 [91] #education,#edtech [85] make,better [81] better,slideshows [81] slideshows,#edtechchat [81] #edtechchat,#edtech [81] #k12,#edutech [80] letâ,make [79] cultofpedagogy,letâ [67] #edtech,#edutech Top Word Pairs in Tweet in G3:
[38] ø,ù [37] ù,ø [25] ø,ø [10] #education,#edutech [10] ism,edutech [9] edutech,ph [9] ph,virtual [9] virtual,#edutechphilvirtual [9] covid,19 [9] visit,website Top Word Pairs in Tweet in G4:
[25] 00,pm [14] episode,#thesuitetalk [13] #payitforward,#edutech [13] go,over [13] #webinar,ciberseguridad [13] ciberseguridad,tiempos [13] tiempos,homeschool [13] 31,julio [13] hora,00 [13] pm,pdt Top Word Pairs in Tweet in G5:
[406] read,more [390] more,#continuingeducation [384] #continuingeducation,#digitallearning [384] #digitallearning,#education [384] #education,#edutech [384] #edutech,#highereducation [384] #highereducation,#learning [384] #learning,#lifelonglearning [384] #lifelonglearning,#media [384] #media,#onlinelearning Top Word Pairs in Tweet in G6:
[120] whichever,edutech [120] edutech,company [120] company,concern [120] concern,child [120] child,next [120] next,disruptor [120] disruptor,next [120] next,einstein [120] einstein,next [120] next,zuckerberg Top Word Pairs in Tweet in G7:
[31] #learning,#deeplearning [20] #ai,#ml [17] #edutech,#learning [17] #edureka,#zillonlife [17] #zillonlife,#zlftoken [17] #zlftoken,#learning [17] #deeplearning,#it [17] #it,#ai [17] #ml,#devops [17] #devops,#hadoop Top Word Pairs in Tweet in G8:
[90] orion,edutech [87] cce,trainee [87] trainee,pmkk [87] pmkk,amravati [87] appreciating,orion [87] edutech,providing [87] providing,placement [85] orionedutech123,cce [45] amravati,abhishek [45] abhishek,deshmukh Top Word Pairs in Tweet in G9:
[59] payments,sq [58] month,end [58] end,portfolio [58] portfolio,update [58] update,commerce [58] commerce,etsy [58] etsy,meli [58] meli,healthtech [58] healthtech,lvgo [58] lvgo,nvta Top Word Pairs in Tweet in G10:
[10] come,along [10] along,teachmeet [10] teachmeet,online [10] online,creating [10] creating,curiosity [10] curiosity,chatting [10] chatting,along [10] along,bunch [10] bunch,fabulous [10] fabulous,educators Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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 G4:
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: