The graph represents a network of 1,577 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-04-26 until:2021-05-03", 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 Wednesday, 05 May 2021 at 11:28 UTC.
The tweets in the network were tweeted over the 5-day, 4-hour, 11-minute period from Tuesday, 27 April 2021 at 19:13 UTC to Sunday, 02 May 2021 at 23:25 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 : 1577
Unique Edges : 2371
Edges With Duplicates : 617
Total Edges : 2988
Number of Edge Types : 5
Retweet : 896
MentionsInRetweet : 1120
Mentions : 612
Replies to : 121
Tweet : 239
Self-Loops : 266
Reciprocated Vertex Pair Ratio : 0.0265638389031705
Reciprocated Edge Ratio : 0.0517529215358932
Connected Components : 267
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 431
Maximum Edges in a Connected Component : 1143
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.890164
Graph Density : 0.000964048553283398
Modularity : 0.759605
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,577 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-04-26 until:2021-05-03", 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 Wednesday, 05 May 2021 at 11:28 UTC.
The tweets in the network were tweeted over the 5-day, 4-hour, 11-minute period from Tuesday, 27 April 2021 at 19:13 UTC to Sunday, 02 May 2021 at 23:25 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:2021-04-26 until:2021-05-03
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:
[463] data,journalism [148] investigative,data [138] journalism,capacity [138] capacity,nigerian [126] strengthening,investigative [126] nigerian,journalists [121] training,strengthening [113] ongoing,training [112] journalists,organised [112] collaboration,iwpr Top Word Pairs in Tweet in G1:
[48] top,10 [48] 10,#ddj [40] data,journalism [19] edjnet,#ddj [15] #ddj,edjnet [15] africa,#datafestkampala [15] undercover,data [14] #lungsoftheearth,project [14] daniele,ruzza [14] #coronavirus,edjnet Top Word Pairs in Tweet in G2:
[90] arizona,press [90] press,corps [90] corps,literally [90] literally,fought [90] fought,together [90] together,moment [90] moment,come [90] come,together [90] together,many [90] many,times Top Word Pairs in Tweet in G3:
[147] investigative,data [147] data,journalism [138] journalism,capacity [138] capacity,nigerian [126] strengthening,investigative [126] nigerian,journalists [121] training,strengthening [113] ongoing,training [112] journalists,organised [112] collaboration,iwpr Top Word Pairs in Tweet in G4:
[24] data,journalism [6] data,dangerous [6] dangerous,year [6] year,journalism [5] 2021,newsrooms [5] newsrooms,numbers [5] numbers,data [4] data,driven [4] experience,difference [3] hearst,newspapers Top Word Pairs in Tweet in G5:
[32] data,journalism [15] journalism,podcast [10] anarina,ceciliadolago [10] ceciliadolago,renata_mh [9] jornalismo,dados [8] às,20h [7] smfrogers,albertocairo [7] ma,data [6] #ddj,#datajournalism [6] podcast,launched Top Word Pairs in Tweet in G6:
[51] gannett,reporters [51] reporters,solid [51] solid,data [51] data,journalism [51] journalism,pay [51] pay,gaps [51] gaps,women [51] women,joc [51] joc,made [51] made,totally Top Word Pairs in Tweet in G7:
[15] interested,upgrading [15] upgrading,#data [15] #data,journalism [15] journalism,skills [15] skills,datajournalism [15] datajournalism,offers [15] offers,free [15] free,podcasts [15] podcasts,courses [15] courses,handbooks Top Word Pairs in Tweet in G8:
[18] data,journalism [16] genius,service [16] service,journalism [16] journalism,life [16] life,giving [16] giving,katienotopoulos [16] katienotopoulos,big [16] big,daddy [16] daddy,capitalism [16] capitalism,rawdog Top Word Pairs in Tweet in G9:
[38] big,data [38] data,case [38] case,studies [38] studies,mariaressa [38] mariaressa,carolecadwalla [38] carolecadwalla,million [38] million,abusive [38] abusive,tweets [38] tweets,targeting [38] targeting,analysed Top Word Pairs in Tweet in G10:
[17] biden,administration [9] pewjournalism,analyzed [9] analyzed,two [9] two,distinct [9] distinct,sources [9] sources,data [9] data,study [9] study,media [9] media,covered [9] covered,early Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: