The graph represents a network of 154 Twitter users whose recent tweets contained "#lthechat", 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 Saturday, 21 May 2022 at 16:45 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 49-minute period from Friday, 13 May 2022 at 17:12 UTC to Saturday, 21 May 2022 at 12:02 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 Spiral layout algorithm.
Author Description
Vertices : 154
Unique Edges : 405
Edges With Duplicates : 707
Total Edges : 1112
Number of Edge Types : 5
Retweet : 229
MentionsInRetweet : 262
Replies to : 242
Mentions : 252
Tweet : 127
Self-Loops : 128
Reciprocated Vertex Pair Ratio : 0.146496815286624
Reciprocated Edge Ratio : 0.255555555555556
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 143
Maximum Edges in a Connected Component : 1101
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.556901
Graph Density : 0.0229182582123759
Modularity : 0.229929
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 154 Twitter users whose recent tweets contained "#lthechat", 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 Saturday, 21 May 2022 at 16:45 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 49-minute period from Friday, 13 May 2022 at 17:12 UTC to Saturday, 21 May 2022 at 12:02 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 Spiral layout algorithm.
Graph Source : TwitterSearch
Graph Term : #lthechat
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:
[69] higher,education [55] whose,higher [55] education,anyway [45] adam,tate [45] tate,adam_tate1 [29] #lthechat,235 [29] anyway,led [23] 235,whose [23] led,adam [23] adam_tate1,18th Top Word Pairs in Tweet in G1:
[19] higher,education [16] #lthechat,#advancehe_chat [13] advancehe_chat,lthechat [11] whose,higher [11] education,anyway [11] #lthechat,a4 [10] adam,tate [10] tate,adam_tate1 [10] #lthechat,response [10] pouring,empty Top Word Pairs in Tweet in G2:
[15] higher,education [12] nomadwarmachine,lthechat [12] #academictwitter,#academicchatter [10] whose,higher [10] education,anyway [10] #edchat,#edchatie [9] #lthechat,#academictwitter [9] looking,forward [9] lthechat,a1 [9] lthechat,a4 Top Word Pairs in Tweet in G3:
[25] whose,higher [25] higher,education [25] education,anyway [22] adam,tate [22] tate,adam_tate1 [12] #lthechat,235 [12] anyway,led [11] 235,whose [11] led,adam [11] adam_tate1,18th Top Word Pairs in Tweet in G4:
[7] whose,higher [7] higher,education [7] education,anyway [6] #lthechat,235 [6] anyway,led [6] 9pm,bst [6] #lthechat,a1 [5] 235,asks [5] asks,whose [5] led,wednesday Top Word Pairs in Tweet in G5:
[4] submit,manuscript [4] manuscript,distance [4] distance,education [4] education,journal [4] journal,special [4] special,issue [4] issue,addressing [4] addressing,challenging [4] challenging,elements [4] elements,learning Top Word Pairs in Tweet in G6:
[7] colleagues,researching [7] researching,use [7] use,efficacy [7] efficacy,mid [7] mid,semester [7] semester,breaks [7] breaks,formal [7] formal,teaching [7] teaching,please [7] please,contribute Top Word Pairs in Tweet in G8:
[3] excellent,point [3] point,sort [3] sort,radical [3] radical,transformative [3] transformative,inclusivity [3] inclusivity,danger [3] danger,being [3] being,lost [3] lost,universities [3] universities,revert Top Word Pairs in Tweet in G9:
[2] twitter,versary [2] versary,being [2] being,#gaad [2] #gaad,feeling [2] feeling,chosen [2] chosen,one [2] one,already [2] already,sure [2] sure,check [2] check,learnsoton Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: