The graph represents a network of 2,725 Twitter users whose recent tweets contained "Political Impartiality", 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, 17 February 2022 at 14:34 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 51-minute period from Wednesday, 09 February 2022 at 06:36 UTC to Thursday, 17 February 2022 at 14:27 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 : 2725
Unique Edges : 3567
Edges With Duplicates : 230
Total Edges : 3797
Number of Edge Types : 5
Retweet : 2114
Tweet : 412
MentionsInRetweet : 802
Replies to : 215
Mentions : 254
Self-Loops : 415
Reciprocated Vertex Pair Ratio : 0.00454821103699212
Reciprocated Edge Ratio : 0.00905523694536674
Connected Components : 379
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 1861
Maximum Edges in a Connected Component : 2808
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.976778
Graph Density : 0.000446321518543965
Modularity : 0.790107
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,725 Twitter users whose recent tweets contained "Political Impartiality", 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, 17 February 2022 at 14:34 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 51-minute period from Wednesday, 09 February 2022 at 06:36 UTC to Thursday, 17 February 2022 at 14:27 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 : Political Impartiality
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:
[1447] political,impartiality [522] impartiality,schools [434] cheerio,#cressidadick [434] #cressidadick,hope [434] hope,absence [434] absence,met [434] met,maintain [434] maintain,reputation [434] reputation,scrupulous [434] scrupulous,honesty Top Word Pairs in Tweet in G1:
[430] cheerio,#cressidadick [430] #cressidadick,hope [430] hope,absence [430] absence,met [430] met,maintain [430] maintain,reputation [430] reputation,scrupulous [430] scrupulous,honesty [430] honesty,racial [430] racial,equality Top Word Pairs in Tweet in G2:
[322] guidance,schools [320] impartiality,guidance [249] political,issues [245] children,opportunity [245] opportunity,shape [245] shape,views [245] views,political [245] issues,being [245] being,swayed [245] swayed,think Top Word Pairs in Tweet in G3:
[249] political,impartiality [246] impartiality,schools [244] thread,dfe [244] dfe,political [244] schools,guidance [244] guidance,guidance [244] guidance,states [244] states,teaching [244] teaching,pupils [244] pupils,racism Top Word Pairs in Tweet in G4:
[237] political,impartiality [187] guidance,political [114] gender,ideology [110] school,guidance [110] impartiality,excellent [110] excellent,stuff [110] stuff,interested [110] interested,gender [110] ideology,school [110] school,mentions Top Word Pairs in Tweet in G5:
[118] political,impartiality [80] guidance,political [66] impartiality,english [66] english,classrooms [63] classrooms,confusing [61] teachers,unions [60] confusing,teachers [28] impartiality,schools [17] british,empire [13] extra,support Top Word Pairs in Tweet in G6:
[153] political,bias [153] bias,row [142] scottish,cmo [140] snp,political [123] cmo,snp [19] cmo,apologises [17] apologises,snp [14] sturgeon,recruits [14] recruits,disciples [14] disciples,well Top Word Pairs in Tweet in G7:
[38] political,impartiality [34] impartiality,schools [32] department,education [32] education,educationgovuk [32] educationgovuk,published [32] published,guidance [32] guidance,teachers [32] teachers,navigating [32] navigating,political [32] schools,focused Top Word Pairs in Tweet in G8:
[52] political,impartiality [49] impartiality,schools [48] guidance,political [48] schools,released [48] released,covered [48] covered,existing [48] existing,law [48] law,teacher [48] teacher,standards [48] standards,grey Top Word Pairs in Tweet in G9:
[48] political,impartiality [35] impartiality,schools [30] british,empire [28] balanced,teaching [28] teaching,british [25] teachers,england [25] england,balanced [25] empire,guidance [25] guidance,government [25] government,political Top Word Pairs in Tweet in G10:
[56] climate,change [54] intimidating,anti [54] anti,speech [54] speech,'guidance' [54] 'guidance',increasingly [54] increasingly,authoritarian [54] authoritarian,government [54] government,tells [54] tells,teachers [54] teachers,avoid Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: