The graph represents a network of 5,526 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 17:33 UTC.
The tweets in the network were tweeted over the 1050-day, 13-hour, 52-minute period from Sunday, 22 March 2020 at 11:07 UTC to Monday, 06 February 2023 at 01:00 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 : 5526
Unique Edges : 4520
Edges With Duplicates : 9517
Total Edges : 14037
Number of Edge Types : 9
Retweet : 3885
MentionsInRetweet : 6795
MentionsInReplyTo : 1248
Replies to : 732
Tweet : 499
Mentions : 658
Quote : 115
MentionsInQuote : 91
MentionsInQuoteReply : 14
Self-Loops : 955
Reciprocated Vertex Pair Ratio : 0.0226310056880068
Reciprocated Edge Ratio : 0.0442603550295858
Connected Components : 549
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 3341
Maximum Edges in a Connected Component : 9717
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.726193
Graph Density : 0.00027676651550957
Modularity : 0.497756
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,526 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 17:33 UTC.
The tweets in the network were tweeted over the 1050-day, 13-hour, 52-minute period from Sunday, 22 March 2020 at 11:07 UTC to Monday, 06 February 2023 at 01:00 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:
[2241] nate,silver [2237] terrible,boss [2237] allies,fivethirtyeight [2237] silver,terrible [2237] women,people [2237] boss,especially [2237] especially,women [2237] fivethirtyeight,nate [2237] friends,allies [2237] wonderful,friends Top Word Pairs in Tweet in G1:
[2216] terrible,boss [2216] women,people [2216] nate,silver [2216] fivethirtyeight,nate [2216] allies,fivethirtyeight [2216] friends,allies [2216] especially,women [2216] silver,terrible [2216] wonderful,friends [2216] boss,especially Top Word Pairs in Tweet in G2:
[141] data,journalism [39] top,10 [28] рус,co [24] топ,10 [24] #ddj,gijn [24] gijn,рус [24] в,топ [24] training,videos [19] 10,#ddj [19] investigative,journalism Top Word Pairs in Tweet in G3:
[63] data,comes [62] journalism,driven [62] driven,data [61] balanced,fearless [60] comes,huge [59] fearless,journalism [58] opinions,balanced [57] huge,financial [53] financial,costs [51] data,journalism Top Word Pairs in Tweet in G4:
[51] juliaangwin,lesson [29] scientific,method [27] trust,readers [27] trust,problem [27] problem,themarkup [27] work,journalism [27] lesson,show [27] endless,debates [27] themarkup,built [27] built,trust Top Word Pairs in Tweet in G5:
[92] effects,art [92] office,discussing [92] art,industry [92] met,bc [92] today,met [92] discussing,unregulated [92] identity,theft [92] theft,effects [92] bc,minister [92] minister,office Top Word Pairs in Tweet in G6:
[34] из,за [33] война,и [33] санкции,против [33] россии,ускоряют [33] введенные,из [33] за,этого [33] и,введенные [33] против,россии [33] ускоряют,вымирание [33] этого,санкции Top Word Pairs in Tweet in G7:
[35] using,data [34] digital,publication [34] minority,stories [34] publication,using [34] tell,minority [34] multimedia,journalism [34] africa,digital [34] driven,multimedia [34] journalism,tell [34] data,driven Top Word Pairs in Tweet in G8:
[53] two,tenure [53] media,management [53] tenure,track [49] come,work [44] journalism,media [44] track,professors [40] hiring,two [40] professors,area [40] department,hiring [40] area,journalism Top Word Pairs in Tweet in G9:
[106] 000,000 [53] coincided,40 [53] rise,social [53] media,coincided [53] american,newspapers [53] social,media [53] 2006,american [53] collapse,newspaper [53] newspaper,revenue [53] revenue,2006 Top Word Pairs in Tweet in G10:
[22] data,journalism [20] sometimes,spending [20] hrs,agonizing [20] error,discovering [20] spending,24 [20] agonizing,over [20] 24,hrs [20] format,error [20] over,weird [20] journalism,really Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: