The graph represents a network of 3,868 Twitter users whose recent tweets contained "datajournalism", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 18:04 UTC.
The tweets in the network were tweeted over the 2522-day, 8-hour, 2-minute period from Friday, 11 March 2016 at 11:59 UTC to Sunday, 05 February 2023 at 20:01 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3868
Unique Edges : 2681
Edges With Duplicates : 9172
Total Edges : 11853
Number of Edge Types : 9
Retweet : 3389
MentionsInRetweet : 4605
Mentions : 1627
Tweet : 712
Quote : 242
MentionsInQuote : 302
Replies to : 278
MentionsInReplyTo : 671
MentionsInQuoteReply : 27
Self-Loops : 1165
Reciprocated Vertex Pair Ratio : 0.0535849056603774
Reciprocated Edge Ratio : 0.101719197707736
Connected Components : 259
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 2999
Maximum Edges in a Connected Component : 10181
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.646669
Graph Density : 0.00037332302148827
Modularity : 0.414137
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,868 Twitter users whose recent tweets contained "datajournalism", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 18:04 UTC.
The tweets in the network were tweeted over the 2522-day, 8-hour, 2-minute period from Friday, 11 March 2016 at 11:59 UTC to Sunday, 05 February 2023 at 20:01 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : datajournalism
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:
[614] data,journalism [366] #히난노,#마부뉴스 [365] 1980,2017 [364] 태풍에,노출되는지를 [364] 강한,태풍에 [364] 상대적으로,계산해 [364] 거라는데,얼만큼 [364] 얼만큼,더 [364] 과거,1980 [364] 과거보다,강력한 Top Word Pairs in Tweet in G1:
[140] data,journalism [88] state,#datajournalism [77] survey,2022 [74] #datajournalism,survey [48] help,map [42] #ddj,landscape [42] map,#ddj [40] 2022,open [40] open,available [36] betsyladyzhets,dillonbergin Top Word Pairs in Tweet in G2:
[365] #히난노,#마부뉴스 [364] 1980,2017 [363] 비해,미래에 [363] 봤습니다,#히난노 [363] 발생할,거라는데 [363] 태풍에,노출되는지를 [363] 과거,1980 [363] 더,발생할까요 [363] 2017,에 [363] 강한,태풍에 Top Word Pairs in Tweet in G3:
[65] #machinelearning,#datascience [65] #deeplearning,#machinelearning [63] kirkdborne,data [55] data,visualizations [55] imagination,exploration [55] exploration,beautiful [55] beautiful,data [55] sketches,journey [55] data,sketches [55] journey,imagination Top Word Pairs in Tweet in G4:
[95] #defyhatenow,#factchecking [81] fact,checking [80] #factchecking,#affcameroon [74] #thinkb4uclick,#datajournalism [72] #affcameroon,#thinkb4uclick [70] #datajournalism,#hatefreecameroon [57] #hatefreecameroon,#uncamerounsanshaine [55] cohort,fellows [49] #uncamerounsanshaine,#consolidationdelapaix [47] #affcameroon,cohort Top Word Pairs in Tweet in G5:
[77] data,journalism [55] six,part [52] learn,basics [52] sign,free [49] basics,#datajournalism [48] part,email [46] free,six [44] email,series [43] series,send [41] alastairotter,learn Top Word Pairs in Tweet in G6:
[37] data,journalism [23] 19,jan [20] sigmaawards,2023 [19] sigmaawards,hey [19] entries,sigmaawards [16] open,#datajournalism [16] until,19 [16] #datajournalism,folks [16] 2023,open [16] back,entries Top Word Pairs in Tweet in G7:
[33] #ddj,#datajournalism [24] #dataviz,#ddj [22] #datajournalism,etc [22] #data,#dataviz [18] week's,#data [13] etc,links [12] etc,newsletter [10] much,more [9] much,much [9] #data,#ddj Top Word Pairs in Tweet in G8:
[7] check,#datajournalism [7] toolbox,charts [7] spj,journalist [7] resources,spj [7] journalist,toolbox [7] #investigativereporting,resources [7] #datajournalism,#investigativereporting [6] spj_tweets,check [4] npcinstitute,ejcnet [4] distinguished,#wids2023 Top Word Pairs in Tweet in G9:
[87] ড,ট [74] ব,দ [72] স,ব [61] ট,স [54] দ,কত [47] এখ,ন [47] প,র [36] র,ন [34] ন,ন [33] য,ন Top Word Pairs in Tweet in G10:
[28] #datascience,#research [28] #data,#datascience [27] #marketing,#design [26] #research,#marketing [25] data,journalism [24] #design,#dataanalytics [22] #dataanalytics,#dataanalysis [21] #dataanalysis,#datascientist [20] #datavisualization,#datajournalism [18] #marketresearch,#datavisualization Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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 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: