The graph represents a network of 512 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, 30 October 2021 at 00:42 UTC.
The requested start date was Saturday, 30 October 2021 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 86-day, 5-hour, 7-minute period from Tuesday, 03 August 2021 at 18:07 UTC to Thursday, 28 October 2021 at 23:14 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 : 512
Unique Edges : 350
Edges With Duplicates : 632
Total Edges : 982
Number of Edge Types : 5
Replies to : 6
Mentions : 243
Retweet : 254
MentionsInRetweet : 339
Tweet : 140
Self-Loops : 144
Reciprocated Vertex Pair Ratio : 0.0547667342799189
Reciprocated Edge Ratio : 0.103846153846154
Connected Components : 114
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 172
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.564302
Graph Density : 0.00198752446183953
Modularity : 0.532908
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 512 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, 30 October 2021 at 00:42 UTC.
The requested start date was Saturday, 30 October 2021 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 86-day, 5-hour, 7-minute period from Tuesday, 03 August 2021 at 18:07 UTC to Thursday, 28 October 2021 at 23:14 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:
[25] extending,beyond [25] beyond,curriculum [25] curriculum,#blackhistorymonth [25] #blackhistorymonth,'scientist [25] 'scientist,week' [19] looking,forward [19] scientific,literacy [19] #scied,#scienceed [19] #scienceed,#ngss [18] #stem,#scienceed Top Word Pairs in Tweet in G1:
[4] primary,teachers [4] professional,diploma [4] #ecer2021,closes [4] closes,congratulations [4] congratulations,ecer_eera [4] ecer_eera,great [4] great,conference [4] conference,edtechne [4] edtechne,colleagues [4] colleagues,vmcc_scienceed Top Word Pairs in Tweet in G2:
[5] #scienceed,#scichat [4] noblest,question [4] question,world [4] world,good [4] good,#apps [4] #apps,#edapps [4] #edapps,#scienceed [4] #scichat,#science [4] #science,#physics [4] #physics,#scienceteacher Top Word Pairs in Tweet in G3:
[25] extending,beyond [25] beyond,curriculum [25] curriculum,#blackhistorymonth [25] #blackhistorymonth,'scientist [25] 'scientist,week' [15] looking,forward [15] forward,extending [15] week',starting [14] intoshms,looking [10] week',week Top Word Pairs in Tweet in G4:
[9] facilitating,storytelling [8] sign,storycollider's [7] differentiate,twins [7] twins,science [7] science,education [7] education,science [7] science,communication [7] communication,lend [7] lend,voice [7] voice,complete Top Word Pairs in Tweet in G5:
[15] scientific,thinking [15] thinking,essential [13] essential,students [13] students,those [13] those,pursuing [13] pursuing,science [13] science,careers [13] careers,report [13] report,recommends [13] recommends,actions Top Word Pairs in Tweet in G6:
[16] scientific,literacy [16] literacy,starts [16] starts,early [16] early,childhood [16] childhood,continues [16] continues,elementary [16] elementary,school [16] school,#scied [16] #scied,#scienceed [16] #scienceed,#ngss Top Word Pairs in Tweet in G7:
[8] announcing,special [8] special,issue [8] issue,science [8] science,teacher [8] teacher,infectious [8] infectious,disease [8] disease,education [8] education,please [8] please,help [8] help,others Top Word Pairs in Tweet in G9:
[4] einstein,'wrong' [4] 'wrong',science [4] science,teacher [4] teacher,physicshigh [4] physicshigh,gordeauz [4] gordeauz,yours [4] yours,truly [3] simoncrook,einstein [3] truly,conv [3] mƒa,summer Top Word Pairs in Tweet in G10:
[5] check,#science [5] #science,teachers [5] teachers,#scienceed [5] #scienceed,#scienceedu [5] #scienceedu,#chemed [5] #chemed,#chemistry [5] #chemistry,#edtech [5] #edtech,#edutech [5] #edutech,#edutwitter [5] #edutwitter,#tosachat Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: