The graph represents a network of 5,450 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 3290-day, 20-hour, 55-minute period from Sunday, 02 March 2014 at 03:10 UTC to Monday, 06 March 2023 at 00:06 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 : 5450
Unique Edges : 4581
Edges With Duplicates : 9494
Total Edges : 14075
Number of Edge Types : 9
Retweet : 4098
MentionsInRetweet : 7466
Replies to : 498
MentionsInReplyTo : 798
Mentions : 659
Tweet : 360
Quote : 91
MentionsInQuote : 101
MentionsInQuoteReply : 4
Self-Loops : 726
Reciprocated Vertex Pair Ratio : 0.0211342021838676
Reciprocated Edge Ratio : 0.0413935839944809
Connected Components : 456
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 3794
Maximum Edges in a Connected Component : 11059
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.794757
Graph Density : 0.000292857371355067
Modularity : 0.482485
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,450 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 3290-day, 20-hour, 55-minute period from Sunday, 02 March 2014 at 03:10 UTC to Monday, 06 March 2023 at 00:06 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:
[2556] operating,west [2556] pclafrica,made [2556] story,chinese [2556] loan,sharks [2556] africa,collaboration [2556] chinese,loan [2556] west,africa [2556] sharks,operating [2556] collaboration,pclafrica [2555] made,shortli Top Word Pairs in Tweet in G1:
[2556] pclafrica,made [2556] sharks,operating [2556] operating,west [2556] africa,collaboration [2556] collaboration,pclafrica [2556] story,chinese [2556] loan,sharks [2556] chinese,loan [2556] west,africa [2555] davidhundeyin,story Top Word Pairs in Tweet in G2:
[160] data,journalism [32] lemondefr,17 [23] partenaires,ont [23] 17,partenaires [23] #foreverpollution,pendant [23] agrégé,données [23] créer,carte [23] ont,agrégé [23] données,créer [23] pendant,lemondefr Top Word Pairs in Tweet in G3:
[156] data,journalism [47] journalism,jobs [42] breaking,news [42] looking,data [41] jobs,stats [41] viz,nerd [41] stats,viz [41] hire,graduating [41] news,hire [41] graduating,looking Top Word Pairs in Tweet in G4:
[153] birthday,first [153] 29,2000 [153] happy,birthday [153] february,29 [153] first,released [153] worldwide,used [153] released,february [153] popularity,worldwide [151] #opensource,popularity [151] 2000,#opensource Top Word Pairs in Tweet in G5:
[41] data,journalism [8] investigative,journalism [7] data,driven [5] driven,journalism [4] use,research [4] links,matter [4] achieving,links [4] research,data [4] matter,use [3] prominent,journalist Top Word Pairs in Tweet in G6:
[35] greift,russland [35] russland,die [35] tage,jahr [35] jahr,krieg [35] zeigen,karten [35] krieg,ukraine [35] ukraine,seit [35] ukraine,zeigen [35] die,ukraine [35] 365,tage Top Word Pairs in Tweet in G7:
[51] data,journalism [14] learn,more [13] investigative,journalism [13] documentary,making [12] journalist,looking [12] corruption,apply [12] making,data [12] apply,today [12] journalism,uncovering [12] looking,learn Top Word Pairs in Tweet in G8:
[71] malpractice,journalism [71] neighbors,racial [71] racial,equity [71] equity,impact [71] study,2021 [71] impact,study [71] journalism,neighbors [71] outright,malpractice [70] stabilityboiler,outright Top Word Pairs in Tweet in G9:
[63] health,line [63] multinationals,people's [63] wrong,horse [63] things,fergalbowers [63] horse,worse [63] backing,wrong [63] bastard,backing [63] backing,multinationals [63] worse,backing [63] people's,health Top Word Pairs in Tweet in G10:
[22] data,journalism [16] journalism,conference [15] data,computational [15] computational,journalism [15] european,data [10] journalism,symposium [10] year,european [10] combining,year [10] computation,journalism [10] symposium,combining Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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: