The graph represents a network of 231 Twitter users whose recent tweets contained "#carnegiesummit2020", 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 Sunday, 05 April 2020 at 23:52 UTC.
The tweets in the network were tweeted over the 6-day, 7-hour, 19-minute period from Sunday, 29 March 2020 at 13:53 UTC to Saturday, 04 April 2020 at 21:12 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 : 231
Unique Edges : 471
Edges With Duplicates : 449
Total Edges : 920
Number of Edge Types : 5
MentionsInRetweet : 437
Retweet : 40
Tweet : 51
Mentions : 364
Replies to : 28
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0.0820610687022901
Reciprocated Edge Ratio : 0.151675485008818
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 224
Maximum Edges in a Connected Component : 914
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.391473
Graph Density : 0.0106719367588933
Modularity : 0.355549
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 231 Twitter users whose recent tweets contained "#carnegiesummit2020", 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 Sunday, 05 April 2020 at 23:52 UTC.
The tweets in the network were tweeted over the 6-day, 7-hour, 19-minute period from Sunday, 29 March 2020 at 13:53 UTC to Saturday, 04 April 2020 at 21:12 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 : #carnegiesummit2020
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:
[92] carnegiefdn,#carnegiesummit2020 [71] virtual,#carnegiesummit2020 [60] #carnegiesummit2020,carnegiefdn [42] tony,bryk [26] improvement,science [22] bryk,#carnegiesummit2020 [21] #carnegiesummit2020,session [20] thegijonesproj,bettylugonyc [18] live,virtual [17] #equity,#improvement Top Word Pairs in Tweet in G1:
[38] virtual,#carnegiesummit2020 [33] carnegiefdn,#carnegiesummit2020 [20] #carnegiesummit2020,carnegiefdn [13] tony,bryk [13] cheryl,broadnax [11] live,sessions [11] heidiblack314,cheryl [10] 30,pdt [9] bryk,#carnegiesummit2020 [9] carnegiefdn,president Top Word Pairs in Tweet in G2:
[17] #carnegiesummit2020,carnegiefdn [16] virtual,#carnegiesummit2020 [13] tony,bryk [10] #equity,#improvement [9] carnegiefdn,#equity [7] bryk,#carnegiesummit2020 [6] improvement,science [6] carnegiefdn,#carnegiesummit2020 [6] key,takeaways [6] live,virtual Top Word Pairs in Tweet in G3:
[21] carnegiefdn,#carnegiesummit2020 [18] thegijonesproj,bettylugonyc [10] #carnegiesummit2020,session [8] session,thegijonesproj [7] #carnegiesummit2020,carnegiefdn [7] yes,thank [7] thank,thegijonesproj [6] equity,focused [6] racial,equity [6] great,session Top Word Pairs in Tweet in G4:
[12] carnegiefdn,#carnegiesummit2020 [7] capacity,building [7] laura,schwalm [6] getting,serious [6] #carnegiesummit2020,shuemedillms [5] schwalm,srincongallardo [5] far,fav [5] fav,graphic [5] graphic,represent [5] represent,equity Top Word Pairs in Tweet in G5:
[11] carnegiefdn,#carnegiesummit2020 [5] #carnegiesummit2020,carnegiefdn [3] carnegiefdn,tvanderark [3] tony,bryk [3] improvement,carnegiefdn [3] opening,keynote [2] classrooms,schools [2] schools,districts [2] teachplus,#carnegiesummit2020 [2] #carnegiesummit2020,crushing Top Word Pairs in Tweet in G6:
[5] unbelievably,#mineolaproud [5] #mineolaproud,team [5] team,mineolams [5] mineolams,presented [5] presented,work [5] work,pd [5] pd,inquiry [5] inquiry,cycle [5] cycle,pertslab [5] pertslab,#carnegiesummit2020 Top Word Pairs in Tweet in G7:
[5] carnegiefdn,#carnegiesummit2020 [5] improvement,#carnegiesummit2020 [5] virtual,#carnegiesummit2020 [4] #carnegiesummit2020,carnegiefdn [4] insightful,reminder [4] reminder,chicago's [4] chicago's,success [4] success,tracydell98 [4] tracydell98,opedfoundation [4] opedfoundation,jennynagaoka Top Word Pairs in Tweet in G8:
[4] improving,large [4] large,city [4] city,schools [4] schools,possible [4] possible,chicago [4] chicago,shows [4] shows,way [4] way,#carnegiesummit2020 [4] #carnegiesummit2020,chipubschools [4] chipubschools,carnegiefdn Top Word Pairs in Tweet in G9:
[6] carnegiefdn,readclt [4] tony,bryk [4] narratives,progress [4] #carnegiesummit2020,one [4] looking,forward [3] change,packages [3] much,truth [3] truth,#carnegiesummit2020 [3] #carnegiesummit2020,carnegiefdn [3] getting,ready Top Word Pairs in Tweet in G10:
[3] #carnegiesummit2020,day [3] day,carnegiefdn [3] improvement,science [3] #carnegiesummit2020,carnegiefdn [3] carnegiefdn,#edleaders [3] #edleaders,#edchat [3] continuous,improvement [2] carnegiefdn,#mathematics [2] science,matter [2] matter,simply Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: