The graph represents a network of 2,026 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-05 until:2021-07-12", 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 Monday, 12 July 2021 at 12:39 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 05 July 2021 at 00:14 UTC to Sunday, 11 July 2021 at 23:12 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 : 2026
Unique Edges : 2908
Edges With Duplicates : 392
Total Edges : 3300
Number of Edge Types : 5
Retweet : 1209
MentionsInRetweet : 984
Mentions : 585
Replies to : 215
Tweet : 307
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.02322206095791
Reciprocated Edge Ratio : 0.0453900709219858
Connected Components : 357
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 595
Maximum Edges in a Connected Component : 1378
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.031066
Graph Density : 0.000687360608387262
Modularity : 0.826758
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,026 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-05 until:2021-07-12", 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 Monday, 12 July 2021 at 12:39 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 05 July 2021 at 00:14 UTC to Sunday, 11 July 2021 at 23:12 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 : #ddj OR (data journalism) since:2021-07-05 until:2021-07-12
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[531] data,journalism [134] data,points [127] last,year [124] quite,appalling [124] appalling,'journalism' [124] 'journalism',marc [124] marc,ellison [124] ellison,apparently [124] apparently,'data [124] 'data,journalist' Top Word Pairs in Tweet in G1:
[124] data,journalism [56] journalism,team [42] july,18th [30] trainee,data [30] data,visualisation [30] visualisation,designer [27] apply,july [26] come,join [26] join,economist's [26] economist's,data Top Word Pairs in Tweet in G2:
[124] quite,appalling [124] appalling,'journalism' [124] 'journalism',marc [124] marc,ellison [124] ellison,apparently [124] apparently,'data [124] 'data,journalist' [124] journalist',bbc [124] bbc,scotland [124] scotland,completely Top Word Pairs in Tweet in G3:
[62] 10,#ddj [56] top,10 [19] hottest,places [18] data,journalism [17] #veriokuryazarlığı,#verigazeteciliği [15] #açıkveri,#veriokuryazarlığı [15] #verigazeteciliği,#verigörselleştirme [14] #ddj,ajlabs [13] ajlabs,haddadme [13] топ,10 Top Word Pairs in Tweet in G4:
[118] 15,report [118] report,curation [118] curation,dozens [118] dozens,data [118] data,points [118] points,nearly [118] nearly,unknown [118] unknown,public [118] public,curated [118] curated,attorney Top Word Pairs in Tweet in G5:
[42] data,journalism [13] ripples,nigeria [13] warning,lights [13] lights,blinking [13] blinking,red' [13] red',pollsters [13] pollsters,sound [13] sound,alarm [13] alarm,shocking [13] shocking,data Top Word Pairs in Tweet in G6:
[78] #ddj,#rstats [76] job,alert [76] alert,re [76] data,journalist [76] journalist,join [76] join,ftdata [76] ftdata,team [76] team,london [69] re,looking [69] looking,data Top Word Pairs in Tweet in G7:
[26] investigative,journalism [25] investigative,data [22] journalists,africa [22] #datajournalism,masterclass [20] data,journalism [17] data,journalists [17] africa,ripples [17] ripples,centre [17] centre,data [17] data,investigative Top Word Pairs in Tweet in G8:
[56] data,journalism [43] degree,data [41] good,lord [41] lord,master's [41] master's,degree [41] journalism,columbia [41] columbia,12 [41] 12,month [41] month,program [41] program,gold Top Word Pairs in Tweet in G10:
[13] search,engines [13] pricing,data [9] #opengov,#ddj [8] wsj,investigation [8] investigation,3100 [8] 3100,hospital [8] hospital,websites [8] websites,found [8] found,used [8] used,follow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
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: