The graph represents a network of 4,618 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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, 15 November 2021 at 15:08 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 26-minute period from Saturday, 06 November 2021 at 16:47 UTC to Monday, 15 November 2021 at 13:13 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 : 4618
Unique Edges : 5973
Edges With Duplicates : 536
Total Edges : 6509
Number of Edge Types : 5
Retweet : 3638
MentionsInRetweet : 1520
Replies to : 185
Mentions : 815
Tweet : 351
Self-Loops : 378
Reciprocated Vertex Pair Ratio : 0.0217955371043072
Reciprocated Edge Ratio : 0.04266124936516
Connected Components : 368
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 2719
Maximum Edges in a Connected Component : 4028
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.476745
Graph Density : 0.000277046818801813
Modularity : 0.806321
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,618 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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, 15 November 2021 at 15:08 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 26-minute period from Saturday, 06 November 2021 at 16:47 UTC to Monday, 15 November 2021 at 13:13 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)
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:
[1822] groundbreaking,journalism [1822] unless,things [1822] things,fundamentally [1822] fundamentally,change [1822] bound,fail [1822] fail,targets [1822] targets,statistics [1822] statistics,incomplete [1822] incomplete,honesty [1821] shameful,re Top Word Pairs in Tweet in G1:
[1808] shameful,re [1808] re,getting [1808] getting,away [1808] away,groundbreaking [1808] groundbreaking,journalism [1808] journalism,shows [1808] shows,unless [1808] unless,things [1808] things,fundamentally [1808] fundamentally,change Top Word Pairs in Tweet in G2:
[435] fully,funded [435] funded,msc [435] msc,program [435] program,education [435] education,nanomedicine [435] nanomedicine,data [435] data,science [435] science,vaccinology [435] vaccinology,global [435] global,development Top Word Pairs in Tweet in G3:
[50] jornalismo,dados [40] data,journalism [39] abraji,escoladedados [30] #datajournalism,#ddj [24] attention,portuguese [24] portuguese,readers [24] readers,re [24] re,excited [24] excited,present [24] present,portuguese Top Word Pairs in Tweet in G4:
[26] nytimes,maureendowd [26] maureendowd,embarrassingly [26] embarrassingly,bad [26] bad,forget [26] forget,journalism [26] journalism,moment [26] moment,seventh [26] seventh,grade [26] grade,level [26] level,questions Top Word Pairs in Tweet in G5:
[127] important,depressing [127] depressing,investigative [127] investigative,journalism [127] journalism,washington [127] washington,countries [127] countries,juking [127] juking,stats [127] stats,comes [127] comes,climate [127] climate,pledges Top Word Pairs in Tweet in G6:
[40] data,journalism [27] guarantee,top [27] top,grades [27] grades,pay [27] pay,essays [27] essays,due [27] due,coursework [27] coursework,case [27] case,study [27] study,philosophy Top Word Pairs in Tweet in G7:
[56] data,journalism [11] columbiajourn,looking [11] looking,data [11] journalism,professor [7] officially,handing [7] handing,over [7] over,future [7] future,map [7] map,making [7] making,laurajgrant Top Word Pairs in Tweet in G8:
[26] data,journalism [19] топ,10 [19] #ddj,gijn [16] в,топ [15] gijn,рус [12] exemplar,data [12] journalism,exquisitely [12] exquisitely,timed [12] timed,fantastically [12] fantastically,written Top Word Pairs in Tweet in G9:
[109] task,force [72] data,journalism [60] investigative,data [60] journalism,task [58] strategic,plan [58] increase,diversity [58] diversity,newsroom [57] newsroom,investigative [57] investigative,reporting [57] reporting,teams Top Word Pairs in Tweet in G10:
[48] epa,data [46] detailed,map [46] map,toxic [46] toxic,air [46] air,usa [46] usa,propublica [46] propublica,built [46] built,using [46] using,epa [46] data,please Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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 G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: