The graph represents a network of 3,204 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 17:33 UTC.
The tweets in the network were tweeted over the 1447-day, 5-hour, 52-minute period from Tuesday, 22 January 2019 at 17:57 UTC to Sunday, 08 January 2023 at 23:50 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 : 3204
Unique Edges : 2391
Edges With Duplicates : 12109
Total Edges : 14500
Number of Edge Types : 9
MentionsInReplyTo : 946
Replies to : 517
Retweet : 4037
MentionsInRetweet : 7357
Tweet : 448
Mentions : 909
Quote : 171
MentionsInQuoteReply : 23
MentionsInQuote : 92
Self-Loops : 835
Reciprocated Vertex Pair Ratio : 0.0312158576556891
Reciprocated Edge Ratio : 0.0605418495535039
Connected Components : 468
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 1221
Maximum Edges in a Connected Component : 10551
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.517787
Graph Density : 0.000643805764180974
Modularity : 0.40657
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,204 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 17:33 UTC.
The tweets in the network were tweeted over the 1447-day, 5-hour, 52-minute period from Tuesday, 22 January 2019 at 17:57 UTC to Sunday, 08 January 2023 at 23:50 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 : #ddj OR (data journalism)
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:
[2865] investigative,journalism [2654] collaborative,investigative [2654] amnesty,request [2654] additional,data [2654] contacted,amnesty [2654] journalism,ccij [2654] request,additional [2654] ccij,contacted [2541] center,collaborative [2214] data,sexual Top Word Pairs in Tweet in G1:
[2654] request,additional [2654] collaborative,investigative [2654] investigative,journalism [2654] ccij,contacted [2654] amnesty,request [2654] contacted,amnesty [2654] additional,data [2654] journalism,ccij [2541] center,collaborative [2214] data,sexual Top Word Pairs in Tweet in G2:
[110] elon,musk [99] musk,scandal [81] stop,abuse [77] let's,stop [77] scandal,let's [66] abuse,#computerscience [66] #dataanalytics,#business [66] #business,#engineering [66] #computerscience,#data [66] #data,#dataanalytics Top Word Pairs in Tweet in G3:
[160] looking,summer [160] area,opportunities [160] hour,dc [160] 17,hour [160] interns,17 [160] pewresearch,looking [160] 2023,interns [160] attitudes,religion [160] please,pewresearch [160] opportunities,global Top Word Pairs in Tweet in G4:
[117] investigative,journalism [110] data,driven [105] journalism,foundation [105] building,journalism [105] today,re [105] journalism,model [105] re,launching [105] launching,investigative [105] re,building [105] foundation,re Top Word Pairs in Tweet in G5:
[25] data,journalism [23] elon,musk [23] independent,journalism [22] musk,scandal [22] data,theft [20] stop,abuse [19] journalism,australia [17] newsrooms,recognize [17] #news,#journalist [17] canada,international Top Word Pairs in Tweet in G6:
[10] block,function [10] public,officials [10] thoughts,removing [10] function,accounts [10] accounts,public [10] twitter,elonmusk [10] long,established [10] removing,block [10] officials,long [10] elonmusk,thoughts Top Word Pairs in Tweet in G7:
[36] climate,journalism [22] data,journalism [18] important,climate [18] journalism,important [18] journalism,fulfills [18] role,covering [18] covering,one [18] fulfills,unique [18] unique,role [17] latest,data Top Word Pairs in Tweet in G8:
[50] data,journalism [20] two,day [14] bonus,chapter [13] book,data [13] samanthasunne,authored [13] journalism,samanthasunne [13] part,launch [13] journtoolbox,samanthasunne [13] #data,#ddj [13] launch,book Top Word Pairs in Tweet in G9:
[61] investigative,journalism [61] down,key [61] fight,against [61] blow,november [61] suffered,blow [61] key,tool [61] court,struck [61] tool,fight [61] european,court [61] journalism,suffered Top Word Pairs in Tweet in G10:
[28] data,journalism [14] stories,dominated [14] readers,deeper [14] deeper,understanding [14] news,stories [14] visual,data [14] dominated,2022 [14] ft,visual [14] brought,readers [14] journalism,brought Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: