The graph represents a network of 5,324 Twitter users whose recent tweets contained "Ofsted", 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 Thursday, 10 March 2022 at 15:26 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 8-minute period from Wednesday, 02 March 2022 at 10:52 UTC to Thursday, 10 March 2022 at 15:01 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 : 5324
Unique Edges : 6861
Edges With Duplicates : 1362
Total Edges : 8223
Number of Edge Types : 5
Retweet : 3559
MentionsInRetweet : 1236
Tweet : 1214
Mentions : 1265
Replies to : 949
Self-Loops : 1242
Reciprocated Vertex Pair Ratio : 0.0315622521808089
Reciprocated Edge Ratio : 0.0611931119311193
Connected Components : 882
Single-Vertex Connected Components : 481
Maximum Vertices in a Connected Component : 3417
Maximum Edges in a Connected Component : 5666
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.097547
Graph Density : 0.000229501759584063
Modularity : 0.746079
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,324 Twitter users whose recent tweets contained "Ofsted", 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 Thursday, 10 March 2022 at 15:26 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 8-minute period from Wednesday, 02 March 2022 at 10:52 UTC to Thursday, 10 March 2022 at 15:01 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 : Ofsted
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:
[976] downgraded,ofsted [874] lose,job [874] job,career [748] school,downgraded [545] 'social,justice' [481] express,views [476] 'requires,improvement' [446] social,justice [441] poor,ofsted [437] headteacher,poor Top Word Pairs in Tweet in G1:
[458] downgraded,ofsted [370] school,downgraded [354] express,views [347] being,woke [345] ofsted,being [345] woke,allowing [345] allowing,children [345] children,express [345] views,love [311] 'social,justice' Top Word Pairs in Tweet in G2:
[55] social,justice [41] downgraded,ofsted [37] american,school [34] ofsted,downgrades [34] school,london [34] focus,social [32] downgrades,american [31] london,focus [26] ofsted,inspection [26] good,ofsted Top Word Pairs in Tweet in G3:
[844] lose,job [844] job,career [422] headteacher,poor [422] poor,ofsted [422] ofsted,lose [422] career,teacher [422] teacher,results [422] results,school [422] school,demands [422] demands,lose Top Word Pairs in Tweet in G4:
[60] children's,services [34] ofsted,inspection [33] services,ofsted [32] important,work [32] work,cjrwebb [32] cjrwebb,spseditors [32] spseditors,funding [32] funding,poverty [32] poverty,associated [32] associated,children's Top Word Pairs in Tweet in G5:
[166] 'requires,improvement' [166] 'social,justice' [165] subject,specific [165] specific,knowledge [162] ofsted,downgraded [162] downgraded,32k [162] 32k,london [162] london,school [162] school,'outstanding' [162] 'outstanding','requires Top Word Pairs in Tweet in G6:
[182] downgraded,ofsted [179] social,justice [175] school,downgraded [166] private,school [164] london,private [164] teaching,social [103] express,views [96] views,freely [96] freely,class [95] iromg,speechunion Top Word Pairs in Tweet in G7:
[31] social,justice [16] opposing,views [15] ofsted,enacts [15] enacts,dfe [15] dfe,guidance [15] guidance,teacher [15] teacher,impartiality [15] impartiality,social [15] justice,tolerance [15] tolerance,parents Top Word Pairs in Tweet in G8:
[110] downgraded,ofsted [86] school,downgraded [81] breaking,american [81] american,school [81] school,london [81] london,uk's [81] uk's,expensive [81] expensive,woke [81] woke,school [81] ofsted,following Top Word Pairs in Tweet in G9:
[24] sharing,ofsted [24] ofsted,experience [21] blog,sharing [21] experience,questions [21] questions,asked [21] asked,retweet [21] retweet,share [21] share,love [21] love,info [21] info,slast83 Top Word Pairs in Tweet in G10:
[17] lesson,obs [16] ofsted,agree [16] agree,inappropriate [16] inappropriate,grade [16] grade,individual [16] individual,teachers [16] teachers,following [16] following,lesson [16] obs,appropriate [16] appropriate,grade Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: