The graph represents a network of 540 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, 12 March 2022 at 01:42 UTC.
The requested start date was Saturday, 12 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 100-day, 18-hour, 6-minute period from Wednesday, 01 December 2021 at 00:36 UTC to Friday, 11 March 2022 at 18:42 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 : 540
Unique Edges : 429
Edges With Duplicates : 844
Total Edges : 1273
Number of Edge Types : 5
Retweet : 307
MentionsInRetweet : 443
Tweet : 130
Mentions : 368
Replies to : 25
Self-Loops : 130
Reciprocated Vertex Pair Ratio : 0.0628019323671498
Reciprocated Edge Ratio : 0.118181818181818
Connected Components : 88
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 129
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.943377
Graph Density : 0.00226757369614512
Modularity : 0.485615
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 540 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, 12 March 2022 at 01:42 UTC.
The requested start date was Saturday, 12 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 100-day, 18-hour, 6-minute period from Wednesday, 01 December 2021 at 00:36 UTC to Friday, 11 March 2022 at 18:42 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:
[34] scientific,thinking [34] thinking,essential [29] essential,students [26] students,those [26] those,pursuing [26] pursuing,science [26] science,careers [26] careers,report [26] report,recommends [26] recommends,actions Top Word Pairs in Tweet in G1:
[17] edtechne,research [12] webinar,series [12] research,project [12] project,webinar [10] school,education [8] research,webinar [7] innovative,research [7] looking,forward [6] series,live [6] live,living Top Word Pairs in Tweet in G2:
[4] science,teaching [3] teaching,secondary [2] professional,development [2] #scichat,#scienceed [2] prime,minister [2] minister,prize [2] prize,excellence [2] excellence,science [2] schools,50 [2] 50,000 Top Word Pairs in Tweet in G3:
[2] irishsciteach,drjohnodonoghue [2] drjohnodonoghue,eilishmclough [2] eilishmclough,castel_dcu [2] castel_dcu,epistem_ul [2] epistem_ul,btyste [2] btyste,vmcc_scienceed [2] vmcc_scienceed,colaiste_muire Top Word Pairs in Tweet in G4:
[12] highly,recommend [9] biologists,kispride [9] kispride,highly [9] recommend,book [9] internal,external [9] ngss,ls [8] scientific,thinking [8] thinking,essential [8] essential,people [8] people,navigating Top Word Pairs in Tweet in G5:
[12] honored,part [12] part,natgeoeducation [12] natgeoeducation,team [12] team,created [12] created,online [12] online,course [12] course,teachers [12] teachers,storytelling [12] storytelling,impact [11] cinehead,honored Top Word Pairs in Tweet in G6:
[4] #thankyou,many [4] many,groups [4] groups,programs [4] programs,provided [4] provided,opportunities [4] opportunities,grow [4] grow,create [4] create,learning [4] learning,matters [3] mr_amidon,#thankyou Top Word Pairs in Tweet in G7:
[26] scientific,thinking [26] thinking,essential [26] essential,students [26] students,those [26] those,pursuing [26] pursuing,science [26] science,careers [26] careers,report [26] report,recommends [26] recommends,actions Top Word Pairs in Tweet in G8:
[19] #prideandexcellence,#phearce [15] openscied,#prideandexcellence [13] #phearce,#scienceed [11] #scienceed,#ngss [10] flameless,heater [9] starting,openscied [9] hail,storm [9] heater,mre [8] cold,cup [8] openscied,#scienceed Top Word Pairs in Tweet in G9:
[8] book,hands [8] hands,#outdoorlearning [8] #outdoorlearning,year's [8] year's,scienceweekuk [8] scienceweekuk,lots [8] lots,opportunities [8] opportunities,see [8] see,#growth [8] #growth,natural [6] rspb_ribble,book Top Word Pairs in Tweet in G10:
[9] #anatomy,#puzzle [8] #puzzle,kickstarter [6] 13,days [6] days,left [6] left,reserve [6] reserve,kids [6] kids,#anatomy [6] kickstarter,100 [6] 100,piece [6] piece,kids' Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: