The graph represents a network of 419 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 00:33 UTC.
The requested start date was Saturday, 19 September 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 79-day, 6-hour, 2-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 18 September 2020 at 22:06 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 : 419
Unique Edges : 318
Edges With Duplicates : 506
Total Edges : 824
Number of Edge Types : 5
Retweet : 207
MentionsInRetweet : 318
Tweet : 134
Mentions : 154
Replies to : 11
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.045766590389016
Reciprocated Edge Ratio : 0.087527352297593
Connected Components : 92
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 131
Maximum Edges in a Connected Component : 338
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.712266
Graph Density : 0.00260931130168663
Modularity : 0.546132
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 419 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 19 September 2020 at 00:33 UTC.
The requested start date was Saturday, 19 September 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 79-day, 6-hour, 2-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 18 September 2020 at 22:06 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 : scienceed
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] web,site [18] doc_b_brown,thanks [18] science,friday [16] friday,summer [16] summer,institute [15] thanks,jste1924 [15] jste1924,allowing [15] allowing,publish [15] publish,more [15] more,convinced Top Word Pairs in Tweet in G1:
[4] well,done [3] sexual,harassment [2] today,best [2] best,heart [2] heart,dissection [2] dissection,lesson [2] lesson,ve [2] ve,done [2] done,15 [2] 15,years Top Word Pairs in Tweet in G2:
[15] doc_b_brown,thanks [13] thanks,jste1924 [13] jste1924,allowing [13] allowing,publish [13] publish,more [13] more,convinced [13] convinced,potential [13] potential,value [13] value,added [12] added,techn Top Word Pairs in Tweet in G3:
[3] #scicomm,#research [3] #research,#sciencematters [3] #sciencematters,#science [3] #science,#researcher [3] #researcher,#edutwitter [3] #edutwitter,#education [3] #education,#philosophy [3] #philosophy,#university [3] #university,#educationcannotwait [3] #educationcannotwait,#educateyourself Top Word Pairs in Tweet in G4:
[18] science,friday [16] friday,summer [16] summer,institute [13] watched,fireworks [13] fireworks,show [13] show,wondered [13] wondered,different [13] different,colors [13] colors,amazing [13] amazing,reds Top Word Pairs in Tweet in G5:
[6] attn,#scienceed [6] #scienceed,peeps [6] peeps,spread [6] spread,word [6] word,apply [6] apply,bpenuel [6] bpenuel,jbintzbscs [6] jbintzbscs,abeslo [6] abeslo,sarahopenscied [6] sarahopenscied,shmoovyshmoov Top Word Pairs in Tweet in G6:
[2] #scienceed,#ngss [2] #ngss,pjfried [2] pjfried,laura_z1127 [2] laura_z1127,likescied [2] likescied,sharonjlynch [2] sharonjlynch,uncresearch [2] uncresearch,mizzoueducation [2] mizzoueducation,bioteachk [2] bioteachk,rhiannonmckee [2] article,dr Top Word Pairs in Tweet in G7:
[19] web,site [13] uncovering,student [13] student,ideas [13] site,look [10] ideas,science [7] coming,soon [7] soon,complete [7] complete,overhaul [7] overhaul,uncovering [7] ideas,web Top Word Pairs in Tweet in G8:
[5] #edchatie,#scienceed [5] science,teachers [5] very,useful [5] respond,below [5] below,friend [4] serious,food [4] food,thought [4] thought,achievement [4] achievement,gap [4] gap,between Top Word Pairs in Tweet in G9:
[4] news,matic [4] science_academy,inviting [4] inviting,#students [4] #students,cameras [4] cameras,ready [4] ready,spot [4] spot,#maths [4] #maths,part [4] part,sciencexart [3] matic,uses Top Word Pairs in Tweet in G10:
[4] watch,prof_mlubkowitz [4] prof_mlubkowitz,explore [4] explore,relationship [4] relationship,between [4] between,#crosscuttingconcepts [4] #crosscuttingconcepts,children's [4] children's,books [4] books,#stem20 [3] vbangjensen,watch [3] #stem20,#s Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: