The graph represents a network of 2,228 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 July 2020 at 00:14 UTC.
The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 71-day, 18-hour, 32-minute period from Wednesday, 22 April 2020 at 19:36 UTC to Friday, 03 July 2020 at 14:08 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 : 2228
Unique Edges : 1331
Edges With Duplicates : 7856
Total Edges : 9187
Number of Edge Types : 5
MentionsInRetweet : 3879
Mentions : 913
Retweet : 3080
Tweet : 1301
Replies to : 14
Self-Loops : 1492
Reciprocated Vertex Pair Ratio : 0.032996632996633
Reciprocated Edge Ratio : 0.0638852672750978
Connected Components : 183
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 1767
Maximum Edges in a Connected Component : 8368
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.375211
Graph Density : 0.000618329478515268
Modularity : 0.307753
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,228 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 04 July 2020 at 00:14 UTC.
The requested start date was Saturday, 04 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 71-day, 18-hour, 32-minute period from Wednesday, 22 April 2020 at 19:36 UTC to Friday, 03 July 2020 at 14:08 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 : scichat
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:
[327] #scichat,#scicomm [157] #scichat,#stem [140] #science,#scichat [131] covid,19 [127] 'science,smarts' [102] #stem,#scichat [96] science,teachers [93] #scichat,#sschat [90] #scichat,#edchat [75] #edchat,#scichat Top Word Pairs in Tweet in G1:
[277] #scichat,#scicomm [60] #climatechange,#scichat [45] #covid,19 [40] #scicomm,#scinews [37] climate,change [24] evolution,settled [24] settled,science [23] executive,director [23] director,ncsereid [21] ncse,executive Top Word Pairs in Tweet in G2:
[49] insidenatgeo,explorer [43] nasa,#scichat [39] activity,idea [38] #scichat,#aerospace [38] #aerospace,#stem [37] #stem,#science [37] #science,#space [36] natgeoeducation,activity [33] collection,alert [27] natgeoeducation,collection Top Word Pairs in Tweet in G3:
[127] 'science,smarts' [92] #stem,#scichat [75] #science,#scichat [73] smarts',article [73] enjoy,experimenting [72] covid,19 [70] #scichat,#stem [68] 2020,'science [62] experimenting,home [54] #scichat,#science Top Word Pairs in Tweet in G4:
[47] #engchat,#elachat [46] #sschat,#scichat [33] #mschat,#engchat [31] #mschat,#ellchat [29] #scichat,#sschat [28] #engchat,#scichat [27] #elachat,#ellchat [26] #scichat,#mathchat [26] #scichat,#ngsschat [24] #edchat,#educoach Top Word Pairs in Tweet in G5:
[44] spent,lots [44] lots,time [44] time,making [44] making,independent [44] independent,learning [44] learning,resources [44] resources,including [44] including,worksheets [44] worksheets,quizzes [44] quizzes,ks3 Top Word Pairs in Tweet in G6:
[45] visit,volcanoes [45] volcanoes,engineer [45] engineer,robots [45] explore,oceans [45] oceans,yes [45] yes,please [45] please,#natgeo [45] #natgeo,#scichat [44] robots,explore [44] #scichat,#sschat Top Word Pairs in Tweet in G7:
[10] #educhat,#ukedchat [9] #science,#scichat [9] #ukedchat,#teachers [7] #education,#students [7] #students,#school [7] #school,#teacher [6] processing,skills [6] #edutwitter,#scicomm [6] #scicomm,#educhat [6] #teachers,#teacherworkload Top Word Pairs in Tweet in G8:
[34] join,ase [31] thease,join [19] help,shape [16] ase,popular [16] popular,#scied [16] #scied,resources [16] resources,one [16] one,example [16] example,expansive [16] expansive,collection Top Word Pairs in Tweet in G9:
[13] #scichat,#edchat [11] #edchat,#scichat [9] #twigsciencereporter,summer [9] summer,school [8] #scichat,#covid19edu [7] œ,elects [7] elects,first [7] first,black [7] black,woman [7] woman,student Top Word Pairs in Tweet in G10:
[34] one,science [30] #science,#scichat [17] read,one [17] science,related [17] related,paper [17] paper,#covid19 [17] #covid19,today [17] today,one [17] science,against [17] against,pandemic Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G9:
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: