The graph represents a network of 78 Twitter users whose recent tweets contained "educommission", 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 Monday, 05 July 2021 at 09:38 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 2-minute period from Sunday, 27 June 2021 at 11:23 UTC to Monday, 05 July 2021 at 02:25 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 : 78
Unique Edges : 165
Edges With Duplicates : 228
Total Edges : 393
Number of Edge Types : 5
MentionsInRetweet : 146
Mentions : 186
Retweet : 41
Tweet : 4
Replies to : 16
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0,101449275362319
Reciprocated Edge Ratio : 0,184210526315789
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 393
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,394149
Graph Density : 0,037962037962038
Modularity : 0,319198
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 78 Twitter users whose recent tweets contained "educommission", 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 Monday, 05 July 2021 at 09:38 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 2-minute period from Sunday, 27 June 2021 at 11:23 UTC to Monday, 05 July 2021 at 02:25 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 : educommission
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:
[20] high,tech [19] 2021,summit [17] high,touch [16] #htht,2021 [16] touch,high [14] vanessaelee,unicef_pakistan [13] ceo,ita [13] ita,baelajamil [13] mahboobmahmood,kplearning [12] director,liesbetsteer Top Word Pairs in Tweet in G1:
[14] vanessaelee,unicef_pakistan [13] mahboobmahmood,kplearning [12] ceo,ita [12] ita,baelajamil [11] baelajamil,mahboobmahmood [10] #htht,summit [10] summit,2021 [10] 2021,educommission [10] eduministrypk,vanessaelee [10] #htht,2021 Top Word Pairs in Tweet in G2:
[12] high,tech [10] high,touch [10] touch,high [7] 2021,summit [7] halsey,rogers [5] chair,gordonbrown [4] director,liesbetsteer [4] gap,education [4] july,learn [4] #htht,2021 Top Word Pairs in Tweet in G3:
[5] high,tech [3] high,touch [3] touch,high [2] join,panel [2] panel,research [2] research,evaluation [2] evaluation,high [2] high,tough [2] tough,high [2] tech,beth Top Word Pairs in Tweet in G5:
[8] cop26,alliance [8] alliance,issued [8] issued,statement [8] statement,underlining [8] underlining,importance [8] importance,#climateeducation [8] #climateeducation,combating [8] combating,#climatechange [8] #climatechange,educommission [8] educommission,director Top Word Pairs in Tweet in G6:
[2] adbi,dean [2] dean,tetsushi [2] tetsushi,sonobe [2] sonobe,discussed [2] discussed,importance [2] importance,assessing [2] assessing,technology [2] technology,integration [2] integration,education [2] education,systems Top Word Pairs in Tweet in G7:
[2] uniting,schools [2] schools,environment [2] environment,learning [2] learning,play [2] play,ground [2] ground,refreshment [2] refreshment,prohibited [2] prohibited,proper [2] proper,communication [2] communication,facility 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 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 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: