The graph represents a network of 530 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, 25 July 2020 at 01:04 UTC.
The requested start date was Saturday, 25 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 83-day, 16-hour, 52-minute period from Friday, 01 May 2020 at 14:37 UTC to Friday, 24 July 2020 at 07:30 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 : 530
Unique Edges : 423
Edges With Duplicates : 754
Total Edges : 1177
Number of Edge Types : 5
Mentions : 258
Tweet : 199
Retweet : 285
MentionsInRetweet : 407
Replies to : 28
Self-Loops : 212
Reciprocated Vertex Pair Ratio : 0.0594227504244482
Reciprocated Edge Ratio : 0.112179487179487
Connected Components : 88
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 124
Maximum Edges in a Connected Component : 297
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.973249
Graph Density : 0.00222563041694903
Modularity : 0.513082
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 530 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, 25 July 2020 at 01:04 UTC.
The requested start date was Saturday, 25 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 83-day, 16-hour, 52-minute period from Friday, 01 May 2020 at 14:37 UTC to Friday, 24 July 2020 at 07:30 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:
[30] #ted1203,#edchat [29] #feuscietalk,#ted1203 [22] #scienceed,#stem [18] covid,19 [17] science,friday [16] #ngss,#scienceed [15] friday,summer [15] summer,institute [14] watched,fireworks [14] fireworks,show Top Word Pairs in Tweet in G1:
[8] parents,students [8] students,voice [8] voice,heard [8] heard,schooling [8] schooling,home [8] home,survey [8] survey,co [8] co,g6hb19mes3 [8] g6hb19mes3,edtechne [7] edtechne,parents Top Word Pairs in Tweet in G2:
[5] another,reason [5] reason,#medialiteracy [5] #medialiteracy,needs [5] needs,mandatory [5] mandatory,core [5] core,skill [5] skill,subject [5] subject,areas [5] areas,#socialstudies [5] #socialstudies,#ela Top Word Pairs in Tweet in G3:
[17] science,friday [15] friday,summer [15] 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 G4:
[14] #scienceed,#stem [14] #onlinelesson,#onlinelearning [7] online,lesson [5] #stem,#onlinelesson [4] #science,#scienceed [4] #stem,#edutwitter [4] #stem,#scienceed [4] 合成速度は速度の足し算,#セシル先生の物理学教室 [4] #セシル先生の物理学教室,#更新 [4] #更新,#ブログ初心者 Top Word Pairs in Tweet in G5:
[5] news,matic [4] metacognition,look [4] look,#science [4] #science,lessons [4] lessons,#scienceed [4] #scienceed,#scienceteacher [4] #scienceteacher,#stem [4] #ngss,#scienceed [4] during,saturday [4] saturday,adventures Top Word Pairs in Tweet in G6:
[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 G7:
[4] #unc,faculty [4] faculty,member [4] member,troy [4] troy,sadler [4] sadler,describes [4] describes,nsf [4] nsf,podcast [4] podcast,team [4] team,researchers [4] researchers,created Top Word Pairs in Tweet in G9:
[5] #stemed,#scienceeducation [5] #scienceeducation,#scienceed [4] topics,cover [4] cover,#stemed [4] #scienceed,#homeschool [4] #homeschool,#distancelearning [4] #distancelearning,#biotechnology [4] #biotechnology,#teacher [3] justus,liebig [3] liebig,born Top Word Pairs in Tweet in G10:
[6] dream,big [6] big,#bookweek2020athome [6] #bookweek2020athome,video [6] video,reading [6] reading,#dreambiglittlescientists [6] #dreambiglittlescientists,#stem [5] reading,strategies [5] schaubwrites,dream [5] #stem,#s [4] strategies,science Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: