The graph represents a network of 4,867 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-03-21 until:2022-03-28", 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, 28 March 2022 at 13:26 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 21-minute period from Monday, 21 March 2022 at 00:25 UTC to Sunday, 27 March 2022 at 23:47 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 : 4867
Unique Edges : 5517
Edges With Duplicates : 426
Total Edges : 5943
Number of Edge Types : 5
Replies to : 185
Mentions : 541
Retweet : 4116
Tweet : 310
MentionsInRetweet : 791
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.0126511627906977
Reciprocated Edge Ratio : 0.0249862208340988
Connected Components : 326
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 3660
Maximum Edges in a Connected Component : 4146
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.754413
Graph Density : 0.000229829029665468
Modularity : 0.603459
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,867 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-03-21 until:2022-03-28", 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, 28 March 2022 at 13:26 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 21-minute period from Monday, 21 March 2022 at 00:25 UTC to Sunday, 27 March 2022 at 23:47 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:2022-03-21 until:2022-03-28
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:
[3798] data,journalism [3349] journalism,data [3325] last,fall [3325] fall,two [3325] two,wonderful [3325] wonderful,graduate [3325] graduate,students [3325] students,presented [3325] presented,class [3325] class,ethics Top Word Pairs in Tweet in G1:
[3323] last,fall [3323] fall,two [3323] two,wonderful [3323] wonderful,graduate [3323] graduate,students [3323] students,presented [3323] presented,class [3323] class,ethics [3323] ethics,data [3323] data,journalism Top Word Pairs in Tweet in G2:
[52] data,journalism [35] top,10 [31] sz,#ddj [31] 10,#ddj [20] в,топ [20] топ,10 [20] #ddj,gijn [18] die,#spd [18] die,#cdu [16] gijn,рус Top Word Pairs in Tweet in G3:
[51] data,journalism [34] case,study [24] data,analysis [21] journalism,articles [20] still,accepting [20] accepting,acad [20] acad,commission [20] clients,essays [20] essays,modules [20] modules,shs Top Word Pairs in Tweet in G4:
[73] available,paid [73] paid,training [73] training,speaking [73] speaking,gigs [73] gigs,friends [73] friends,spheres [73] spheres,expertise [73] expertise,include [73] include,conflict [73] conflict,reporting Top Word Pairs in Tweet in G5:
[27] data,journalism [18] statistical,excellence [18] excellence,journalism [18] journalism,awards [13] data,scientists [13] journalists,until [13] until,midnight [13] midnight,tonight [13] tonight,enter [13] enter,statistical Top Word Pairs in Tweet in G6:
[42] data,journalism [12] first,big [12] big,data [12] journalism,piece [12] piece,first [12] first,byline [12] byline,bbcnews [12] bbcnews,look [12] look,ais [12] ais,data Top Word Pairs in Tweet in G7:
[40] data,center [19] data,centers [8] international,data [8] center,day [8] 10,2kw [7] supply,chain [5] #cloud,#datacenter [5] center,industry [4] industry,begins [4] begins,feel Top Word Pairs in Tweet in G8:
[30] data,visualizations [26] designing,data [26] visualizations,#datavisualization [26] #datavisualization,#dataviz [26] #dataviz,#ddj [26] #ddj,#infographic [26] #infographic,#graphicdesign [4] recurring,question [4] question,receive [4] receive,tools Top Word Pairs in Tweet in G9:
[20] part,duty [20] duty,active [20] active,citizens [20] citizens,connect [20] connect,struggles [20] struggles,material [20] material,reality [20] reality,today [20] today,honored [20] honored,interacted Top Word Pairs in Tweet in G10:
[19] fully,funded [19] funded,#phdposition [19] #phdposition,opening [19] opening,excellent [19] excellent,phd [19] phd,candidate [19] candidate,broad [19] broad,area [19] area,ai [19] ai,journalism Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: