The graph represents a network of 2,628 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 Sunday, 30 August 2020 at 00:15 UTC.
The requested start date was Saturday, 29 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 88-day, 15-hour, 3-minute period from Monday, 01 June 2020 at 08:41 UTC to Friday, 28 August 2020 at 23:45 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 : 2628
Unique Edges : 1482
Edges With Duplicates : 9556
Total Edges : 11038
Number of Edge Types : 5
Retweet : 3736
MentionsInRetweet : 4670
Mentions : 1028
Tweet : 1580
Replies to : 24
Self-Loops : 1833
Reciprocated Vertex Pair Ratio : 0.0329701834862385
Reciprocated Edge Ratio : 0.0638356924784901
Connected Components : 192
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 2135
Maximum Edges in a Connected Component : 10228
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.149157
Graph Density : 0.000521889823452625
Modularity : 0.296551
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,628 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 Sunday, 30 August 2020 at 00:15 UTC.
The requested start date was Saturday, 29 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 88-day, 15-hour, 3-minute period from Monday, 01 June 2020 at 08:41 UTC to Friday, 28 August 2020 at 23:45 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:
[403] #scichat,#scicomm [188] #science,#scichat [161] 'science,smarts' [150] #mathchat,#scichat [143] #scichat,#stem [143] praxis,'science [140] covid,19 [121] science,teachers [120] #climatechange,#scichat [118] smarts',column Top Word Pairs in Tweet in G1:
[347] #scichat,#scicomm [97] #climatechange,#scichat [70] human,caused [62] #covid,19 [62] ncse,more [55] first,half [54] half,2020 [54] 2020,continued [54] continued,reflect [54] reflect,profound Top Word Pairs in Tweet in G2:
[161] 'science,smarts' [143] praxis,'science [136] #science,#scichat [118] smarts',column [98] #scichat,#stem [89] covid,19 [84] #medhat,news [72] cbc,news [64] column,#medhat [64] #sschat,#scichat Top Word Pairs in Tweet in G3:
[72] insidenatgeo,explorer [55] resource,alert [50] natgeoeducation,resource [31] collection,alert [27] natgeoeducation,don [25] #scichat,#science [25] don,take [25] take,kids [25] kids,over [25] over,world Top Word Pairs in Tweet in G4:
[59] join,ase [36] thease,join [30] left,secure [27] days,left [26] 20,individual [26] individual,memberships [26] recent,webinar [26] 20,membership [24] summer,conference [24] week,left Top Word Pairs in Tweet in G5:
[69] school,reopening [56] pbs,newshour [54] educators,turn [54] turn,voice [54] voice,heard [54] heard,school [54] reopening,use [54] use,link [54] link,send [54] newshourextra,educators Top Word Pairs in Tweet in G6:
[11] call,whatsapp [10] more,details [10] details,call [10] whatsapp,91 [9] science,teachers [8] teach,more [8] #students,#school [8] #educhat,#ukedchat [7] teachers,tips [7] tips,creating Top Word Pairs in Tweet in G7:
[40] 100's,best [40] best,science [40] science,edtech [40] edtech,links [40] links,curated [40] curated,each [40] each,month [40] month,#scichat [40] #scichat,#controlaltachieve [39] ericcurts,100's Top Word Pairs in Tweet in G8:
[26] faculty,searches [26] teachers,needed [26] needed,more [26] more,information [26] information,visit [16] visit,contact [16] contact,search [15] search,globalscg [15] globalscg,org [15] #teachers,#education Top Word Pairs in Tweet in G9:
[51] science,teachers [51] teachers,love [51] love,free [51] free,online [51] online,tool [51] tool,chemix [51] chemix,allows [51] allows,students [51] students,create [51] create,lab Top Word Pairs in Tweet in G10:
[109] #edtech,#mathchat [104] #mathchat,#scichat [96] #scichat,#math [96] #math,#maths [96] #maths,#mathematics [83] #mathematics,#mathteacher [71] #mathteacher,#computerscience [71] #computerscience,#computer [66] #calculus,#sagemath [66] #sagemath,#sagecell Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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 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: