The graph represents a network of 5,418 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 3297-day, 20-hour, 1-minute period from Sunday, 02 March 2014 at 03:10 UTC to Sunday, 12 March 2023 at 23:12 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 : 5418
Unique Edges : 2156
Edges With Duplicates : 9652
Total Edges : 11808
Number of Edge Types : 9
Retweet : 4121
MentionsInRetweet : 5013
Tweet : 345
Replies to : 596
MentionsInReplyTo : 983
Quote : 88
Mentions : 558
MentionsInQuote : 85
MentionsInQuoteReply : 19
Self-Loops : 735
Reciprocated Vertex Pair Ratio : 0.0307239745056382
Reciprocated Edge Ratio : 0.0596162993499287
Connected Components : 453
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2557
Maximum Edges in a Connected Component : 5142
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.616188
Graph Density : 0.000214894348779491
Modularity : 0.486725
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,418 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 3297-day, 20-hour, 1-minute period from Sunday, 02 March 2014 at 03:10 UTC to Sunday, 12 March 2023 at 23:12 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:
[2456] advertising,journalism [2453] software,engineers [2453] engineers,data [2453] analysts,advertising [2453] data,analysts [2450] journalism,paralegals [2429] replace,jobs [2422] chatgpt,replace [2418] bi,software [2418] jobs,bi Top Word Pairs in Tweet in G1:
[2380] advertising,journalism [2380] data,analysts [2380] software,engineers [2380] analysts,advertising [2380] engineers,data [2379] journalism,paralegals [2379] chatgpt,replace [2378] bi,software [2378] replace,jobs [2378] jobs,bi Top Word Pairs in Tweet in G2:
[141] data,journalism [23] receive,immediate [23] twitter,pile [23] job,experiencing [23] resigned,job [23] didn,receive [23] immediate,support [23] support,line [23] line,manager [23] pile,didn Top Word Pairs in Tweet in G3:
[158] mental,health [157] women,kids [157] health,impacts [157] awful,science [157] journalism,buries [157] impacts,women [157] world,poorest [157] kids,world [157] buries,mental [157] science,journalism Top Word Pairs in Tweet in G4:
[48] cross,border [41] border,investigation [36] data,journalism [22] top,10 [20] gijn,cross [17] lemondefr,17 [17] trans,identities [16] рус,co [16] gijn,рус [16] топ,10 Top Word Pairs in Tweet in G5:
[93] data,journalism [42] news,corp [38] corp,media [38] program,offers [38] offers,journalists [38] media,fellowship [23] digital,tools [22] day,training [22] journalists,half [22] half,day Top Word Pairs in Tweet in G6:
[41] data,journalism [29] market,research [29] advertising,journalism [26] data,analysts [26] analysts,teachers [26] engineers,data [26] analysts,advertising [26] journalism,paralegals [26] software,engineers [26] research,analysts Top Word Pairs in Tweet in G7:
[120] pclafrica,made [120] sharks,operating [120] operating,west [120] africa,collaboration [120] collaboration,pclafrica [120] story,chinese [120] loan,sharks [120] chinese,loan [120] west,africa [119] davidhundeyin,story Top Word Pairs in Tweet in G8:
[116] chatgpt,coming [116] 10,roles [116] job,10 [116] roles,ai [116] replace,according [116] ai,replace [116] according,business [116] coming,job [114] business,insid [114] sjosephburns,chatgpt Top Word Pairs in Tweet in G9:
[25] mtaibbi,shellenbergermd [20] preening,essence [20] obnoxious,bunch [20] bunch,dems [20] esaagar,mtaibbi [20] dems,preening [20] shellenbergermd,obnoxious [19] matthewstoller,esaagar [19] essence,journ [18] user,data Top Word Pairs in Tweet in G10:
[30] anyone,experience [30] publishing,biggest [30] investigation,year [30] experience,publishing [30] year,day [30] never,wish [30] wish,upon [30] upon,anyone [30] biggest,investigation [29] evaconstantaras,never Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: