The graph represents a network of 90,032 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 200,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/28/2022 10:03:21 AM. The network was obtained from Twitter on Monday, 28 November 2022 at 20:43 UTC.
The tweets in the network were tweeted over the 5839-day, 17-hour, 53-minute period from Sunday, 03 December 2006 at 00:09 UTC to Monday, 28 November 2022 at 18:03 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 : 90032
Unique Edges : 64635
Edges With Duplicates : 290180
Total Edges : 354815
Number of Edge Types : 9
Retweet : 114983
MentionsInRetweet : 167884
MentionsInReplyTo : 22049
Replies to : 11872
Quote : 3103
MentionsInQuote : 2537
Mentions : 18452
Tweet : 13560
MentionsInQuoteReply : 375
Self-Loops : 21190
Reciprocated Vertex Pair Ratio : 0.0257660556442446
Reciprocated Edge Ratio : 0.0502376843188906
Connected Components : 5282
Single-Vertex Connected Components : 2296
Maximum Vertices in a Connected Component : 77548
Maximum Edges in a Connected Component : 332060
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.420733
Graph Density : 2.03727736004807E-05
Modularity : 0.424432
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 90,032 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 200,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/28/2022 10:03:21 AM. The network was obtained from Twitter on Monday, 28 November 2022 at 20:43 UTC.
The tweets in the network were tweeted over the 5839-day, 17-hour, 53-minute period from Sunday, 03 December 2006 at 00:09 UTC to Monday, 28 November 2022 at 18:03 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:
[23826] data,journalism [5159] data,analysis [4773] watch,#dancedeewanejuniors [4323] incredible,journalism [4145] pm,#colors [4049] journalism,decide [4048] conclusion,recruit [4048] people,support [4048] support,contrarian [4048] recruit,people Top Word Pairs in Tweet in G1:
[9404] data,journalism [1409] top,10 [923] data,driven [672] investigative,journalism [626] journalism,top [571] 10,#ddj [462] #ddj,gijn [438] топ,10 [427] в,топ [425] driven,journalism Top Word Pairs in Tweet in G2:
[3390] data,analysis [3370] journalism,again [3367] level,crimes [3367] increases,arrests [3367] massive,increases [3367] bloomberg,data [3367] again,bloomberg [3367] arrests,low [3367] analysis,massive [3367] extraordinary,journalism Top Word Pairs in Tweet in G3:
[4770] watch,#dancedeewanejuniors [4143] pm,#colors [4015] sat,sun [3672] #ddjwithkaran,#ddj [3391] colors,voot [3268] #colors,#jiotv [3169] sun,pm [3165] #dancedeewanejuniors,sat [3108] #ddj,#dancedeewanejuniors [3097] karan,kundrra Top Word Pairs in Tweet in G4:
[2203] data,journalism [1299] davidhundeyin,story [1127] sigmaawards,data [1126] 2021,sigmaawards [1125] hiny,umoren [1125] journalism,many [1125] killed,hiny [1124] shortlisted,2021 [1124] umoren,shortlisted [1124] many,thanks Top Word Pairs in Tweet in G5:
[3945] journalism,decide [3945] conclusion,recruit [3945] people,support [3945] recruit,people [3945] decide,conclusion [3945] support,contrarian [3945] incredible,journalism [3944] behindthenet,incredible [3944] contrarian,viewp [92] attention,entire Top Word Pairs in Tweet in G6:
[3102] hacked,data [3084] gave,little [3083] donors,gave [3083] salt,lake [3083] lake,tribune [3083] exclusive,salt [3083] little,50 [3083] data,reach [3083] using,givesendgo [3083] givesendgo,hacked Top Word Pairs in Tweet in G7:
[3134] data,journalism [3099] journalism,data [3092] two,wonderful [3092] last,fall [3092] students,presented [3092] class,ethics [3092] fall,two [3092] graduate,students [3092] presented,class [3092] ethics,data Top Word Pairs in Tweet in G8:
[1309] covid,19 [1299] go,journalism [1297] journalism,read [1296] tip,younger [1296] mortality,numbers [1296] younger,players [1296] 19,mortality [1296] numbers,tip [1296] players,go [1296] look,covid Top Word Pairs in Tweet in G9:
[740] data,journalism [134] case,study [127] data,driven [103] data,entry [103] independent,journalism [97] years,independent [97] raw,story [97] story,celebrating [95] 18,years [95] celebrating,18 Top Word Pairs in Tweet in G10:
[161] data,journalism [122] lives,matter [122] black,lives [121] writing,paper [121] scientist,fired [121] reuters,data [121] critical,black [121] censorship,journalism [121] data,scientist [121] fired,writing 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 G7:
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: