The graph represents a network of 2,185 Twitter users whose recent tweets contained "knowledge curriculum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 04 August 2020 at 00:01 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 15-minute period from Sunday, 26 July 2020 at 00:11 UTC to Monday, 03 August 2020 at 23:26 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 : 2265
Unique Edges : 4147
Edges With Duplicates : 2357
Total Edges : 6504
Number of Edge Types : 5
Mentions : 2420
Replies to : 929
Tweet : 755
Retweet : 1057
MentionsInRetweet : 1343
Self-Loops : 773
Reciprocated Vertex Pair Ratio : 0.065238558909445
Reciprocated Edge Ratio : 0.122486288848263
Connected Components : 459
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 423
Maximum Edges in a Connected Component : 1477
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.242084
Graph Density : 0.000853360790645793
Modularity : 0.633531
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,185 Twitter users whose recent tweets contained "knowledge curriculum", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 04 August 2020 at 00:01 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 15-minute period from Sunday, 26 July 2020 at 00:11 UTC to Monday, 03 August 2020 at 23:26 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 : TwitterSearch
Graph Term : knowledge curriculum
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:
[312] knowledge,organisers [301] need,follow [299] free,gift [299] gift,need [299] follow,yours [299] yours,free [299] free,thanks [299] thanks,sharers [299] sharers,use [299] use,bits Top Word Pairs in Tweet in G1:
[298] knowledge,organisers [294] free,gift [294] gift,need [294] need,follow [294] follow,yours [294] yours,free [294] free,thanks [294] thanks,sharers [294] sharers,use [294] use,bits Top Word Pairs in Tweet in G2:
[17] education,policy [14] link,bio [14] included,curriculum [14] practical,knowledge [13] knowledge,included [12] anti,racist [12] visit,link [12] national,education [12] policy,2020 [12] 2020,aligned Top Word Pairs in Tweet in G3:
[52] hrdministry,today [52] today,launched [52] launched,#nep2020 [52] #nep2020,aim [52] aim,focusing [52] focusing,more [52] more,unity [52] unity,integrity [52] integrity,forms [52] forms,knowledge Top Word Pairs in Tweet in G4:
[16] rzchipmd,jjcolemanmd [15] chenbariatrics1,zoewhinton [15] andrewswright,gianamontana [15] mdaware,mvp_pediatric [15] mvp_pediatric,pedsmamadoc [15] divadocsbos,jonathanstea [15] jonathanstea,drhowardliu [14] drlindamd,chenbariatrics1 [14] zoewhinton,rzchipmd [14] jjcolemanmd,andrewswright Top Word Pairs in Tweet in G5:
[73] national,curriculum [70] single,national [59] students,pakistan [58] important,fact [58] fact,pervez [58] pervez,hoodbhoy [58] hoodbhoy,willfully [58] willfully,disregarding [58] disregarding,single [58] curriculum,aims Top Word Pairs in Tweet in G6:
[96] students,need [96] need,#heroesact [96] #heroesact,engage [96] engage,academically [96] academically,rigorous [96] rigorous,curriculum [96] curriculum,learning [96] learning,feel [96] feel,affirmed [96] affirmed,identities Top Word Pairs in Tweet in G7:
[58] accept,film [58] film,lab [58] lab,decided [58] decided,share [58] share,lab's [58] lab's,curriculum [58] curriculum,free [58] free,wanted [58] wanted,share [58] share,same Top Word Pairs in Tweet in G8:
[20] berniewestacott,emathsuk [20] ryandal,drrlofthouse [19] dsghataura,oldandrewuk [19] oldandrewuk,ryandal [18] missjk24319629,berniewestacott [16] dylanwiliam,dsghataura [12] drrlofthouse,johnbaldlanglit [11] saysmiss,teachertapp [11] blatherwick_sam,missjk24319629 [11] ded6ajd,helenjwc Top Word Pairs in Tweet in G9:
[11] joe__kirby,olicav [11] olicav,kris_boulton [8] s_hall_teach,joe__kirby [6] knowledge,organisers [6] kris_boulton,people [6] people,put [6] put,much [6] much,faith [6] faith,humble [6] humble,knowledge Top Word Pairs in Tweet in G10:
[31] nature,curriculum [31] curriculum,knowledge [31] knowledge,relation [31] relation,different [31] different,phases [31] phases,schooling [31] schooling,stages [31] stages,children [31] children,development [30] join,#bera_knowledge 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 G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: