The graph represents a network of 3,943 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 18:05 UTC.
The tweets in the network were tweeted over the 2529-day, 10-hour, 46-minute period from Friday, 11 March 2016 at 11:59 UTC to Sunday, 12 February 2023 at 22:46 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 : 3943
Unique Edges : 2759
Edges With Duplicates : 9136
Total Edges : 11895
Number of Edge Types : 9
Retweet : 3367
MentionsInRetweet : 4612
Mentions : 1657
Tweet : 706
Quote : 247
MentionsInQuote : 308
Replies to : 282
MentionsInReplyTo : 689
MentionsInQuoteReply : 27
Self-Loops : 1164
Reciprocated Vertex Pair Ratio : 0.0536612632755729
Reciprocated Edge Ratio : 0.101856763925729
Connected Components : 266
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 3063
Maximum Edges in a Connected Component : 10285
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.65347
Graph Density : 0.000363822213884228
Modularity : 0.416955
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,943 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 18:05 UTC.
The tweets in the network were tweeted over the 2529-day, 10-hour, 46-minute period from Friday, 11 March 2016 at 11:59 UTC to Sunday, 12 February 2023 at 22:46 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:
[612] data,journalism [361] #히난노,#마부뉴스 [360] 1980,2017 [359] 태풍에,노출되는지를 [359] 강한,태풍에 [359] 상대적으로,계산해 [359] 거라는데,얼만큼 [359] 얼만큼,더 [359] 과거,1980 [359] 과거보다,강력한 Top Word Pairs in Tweet in G1:
[148] data,journalism [97] state,#datajournalism [88] survey,2022 [82] #datajournalism,survey [47] help,map [42] 2022,open [42] open,available [41] #ddj,landscape [41] map,#ddj [37] betsyladyzhets,dillonbergin Top Word Pairs in Tweet in G2:
[360] #히난노,#마부뉴스 [359] 1980,2017 [358] 에,비해 [358] 노출되는지를,상대적으로 [358] 미래에,얼마나 [358] 얼마나,더 [358] 더,많은 [358] 봤습니다,#히난노 [358] 계산해,봤습니다 [358] 얼만큼,더 Top Word Pairs in Tweet in G3:
[65] #deeplearning,#machinelearning [65] #machinelearning,#datascience [63] kirkdborne,data [55] data,visualizations [55] beautiful,data [55] data,sketches [55] imagination,exploration [55] journey,imagination [55] exploration,beautiful [55] sketches,journey Top Word Pairs in Tweet in G4:
[32] #ddj,#datajournalism [24] #dataviz,#ddj [22] #data,#dataviz [21] #datajournalism,etc [18] week's,#data [13] etc,links [11] etc,newsletter [9] much,more [8] warninggraphicc,week's [8] much,much Top Word Pairs in Tweet in G5:
[54] data,driven [53] storytelling,potential [53] proposals,compelling [53] center,seeking [53] shape,public [53] driven,storytelling [53] pulitzer,center [53] compelling,data [53] seeking,proposals [53] potential,shape Top Word Pairs in Tweet in G6:
[38] data,journalism [23] 19,jan [19] sigmaawards,2023 [18] entries,sigmaawards [18] sigmaawards,hey [16] data,journalists [15] open,#datajournalism [15] hey,re [15] until,19 [15] re,back Top Word Pairs in Tweet in G7:
[72] #defyhatenow,#factchecking [65] #factchecking,#affcameroon [58] #affcameroon,#thinkb4uclick [55] #thinkb4uclick,#datajournalism [54] #datajournalism,#hatefreecameroon [46] #hatefreecameroon,#uncamerounsanshaine [45] cohort,fellows [39] #uncamerounsanshaine,#consolidationdelapaix [37] fact,checking [34] #affcameroon,cohort Top Word Pairs in Tweet in G8:
[88] ড,ট [74] ব,দ [72] স,ব [62] ট,স [54] দ,কত [50] প,র [46] এখ,ন [38] র,ন [34] ন,ন [33] য,ন Top Word Pairs in Tweet in G9:
[7] #investigativereporting,resources [7] #datajournalism,#investigativereporting [7] toolbox,charts [7] check,#datajournalism [7] spj,journalist [7] resources,spj [7] journalist,toolbox [6] spj_tweets,check [4] ejcnet,pressclubaust [4] nlgja,caj Top Word Pairs in Tweet in G10:
[95] full,source [95] world,build [95] data,investigative [95] source,code [95] journalists,world [95] upon,work [95] investigative,journalists [95] work,full [95] build,upon [94] jaimeobregon,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: