The graph represents a network of 3,286 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-15 until:2021-02-22", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 11:51 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 45-minute period from Monday, 15 February 2021 at 01:00 UTC to Sunday, 21 February 2021 at 23:46 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 3286
Unique Edges : 5309
Edges With Duplicates : 910
Total Edges : 6219
Number of Edge Types : 5
Retweet : 2485
MentionsInRetweet : 2248
Tweet : 398
Mentions : 817
Replies to : 271
Self-Loops : 414
Reciprocated Vertex Pair Ratio : 0.0201544546995668
Reciprocated Edge Ratio : 0.0395125553914328
Connected Components : 413
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1783
Maximum Edges in a Connected Component : 3624
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.248519
Graph Density : 0.000501736530884681
Modularity : 0.817299
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,286 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-15 until:2021-02-22", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 February 2021 at 11:51 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 45-minute period from Monday, 15 February 2021 at 01:00 UTC to Sunday, 21 February 2021 at 23:46 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2021-02-15 until:2021-02-22
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1153] data,journalism [243] behind,scenes [241] data,newsletter [237] state,journalism [236] big,tech [235] journalism,fund [234] journalism,sign [229] worried,data [227] worried,state [227] fund,properly Top Word Pairs in Tweet in G1:
[235] journalism,fund [227] worried,state [227] state,journalism [227] fund,properly [227] properly,concerned [227] concerned,big [227] big,tech [227] tech,making [227] making,much [227] much,money Top Word Pairs in Tweet in G2:
[134] data,journalism [46] journalism,conference [46] 10,#ddj [34] top,10 [32] computation,journalism [31] college,student [31] student,studying [31] studying,journalism [31] journalism,reporter [31] reporter,editor Top Word Pairs in Tweet in G3:
[475] data,journalism [231] journalism,sign [223] behind,scenes [222] sign,charts [221] data,newsletter [220] love,numbers [220] numbers,unique [220] unique,look [220] look,behind [220] scenes,data Top Word Pairs in Tweet in G4:
[83] datenteam,sz [80] liebe,freund [80] freund,innen [80] innen,#ddj [80] #ddj,kennt [80] kennt,tolle [80] tolle,datenjournalist [80] datenjournalist,die [80] die,tolle [80] tolle,datenteam Top Word Pairs in Tweet in G5:
[28] data,journalism [26] raw,story [26] story,celebrating [26] celebrating,16 [26] 16,years [26] years,independent [26] independent,journalism [19] data,breach [19] dark,web [18] lawyers,hit Top Word Pairs in Tweet in G6:
[73] data,journalism [71] investigative,reporting [69] data,investigative [68] fellowships,still [68] still,available [68] available,#nicar21 [68] #nicar21,ire's [68] ire's,annual [68] annual,data [68] journalism,conference Top Word Pairs in Tweet in G7:
[114] data,journalism [70] journalism,predictive [70] predictive,analytics [62] analytics,strategic [62] strategic,communications [53] apply,join [53] join,4th [53] 4th,class [53] class,#datafellows [53] #datafellows,summer Top Word Pairs in Tweet in G8:
[85] ton,truth [85] truth,two [85] two,paragraphs [85] paragraphs,david [85] david,schechter [85] schechter,local [85] local,reporter [85] reporter,wfaa [85] wfaa,tv [85] tv,dallas Top Word Pairs in Tweet in G9:
[33] money,borders [25] job,#ddj [25] #ddj,become [25] become,data [25] data,editor [25] editor,occrp [25] occrp,help [25] help,coordinate [25] coordinate,data [25] data,analysis Top Word Pairs in Tweet in G10:
[31] data,journalism [25] ambitious,innovative [24] data,projects [15] thread,data [15] journalism,critical [15] critical,component [15] component,holding [15] holding,powerful [15] powerful,accountable [15] accountable,re Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
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: