The graph represents a network of 7,648 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-02-14 until:2022-02-21", 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, 21 February 2022 at 09:17 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 58-minute period from Monday, 14 February 2022 at 01:22 UTC to Sunday, 20 February 2022 at 23:20 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 : 7648
Unique Edges : 8351
Edges With Duplicates : 330
Total Edges : 8681
Number of Edge Types : 5
Retweet : 6788
MentionsInRetweet : 778
Tweet : 302
Mentions : 621
Replies to : 192
Self-Loops : 313
Reciprocated Vertex Pair Ratio : 0.00968137254901961
Reciprocated Edge Ratio : 0.0191770845976453
Connected Components : 377
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 4489
Maximum Edges in a Connected Component : 4678
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.721372
Graph Density : 0.000140875520413562
Modularity : 0.72894
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,648 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-02-14 until:2022-02-21", 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, 21 February 2022 at 09:17 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 58-minute period from Monday, 14 February 2022 at 01:22 UTC to Sunday, 20 February 2022 at 23:20 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:2022-02-14 until:2022-02-21
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:
[3777] hacked,data [3749] using,givesendgo [3749] givesendgo,hacked [3749] data,reach [3749] reach,donors [3749] donors,gave [3749] gave,little [3749] little,50 [3749] 50,harassment [3749] harassment,journalism Top Word Pairs in Tweet in G1:
[3722] hacked,data [3721] exclusive,salt [3721] salt,lake [3721] lake,tribune [3721] tribune,using [3721] using,givesendgo [3721] givesendgo,hacked [3721] data,reach [3721] reach,donors [3721] donors,gave Top Word Pairs in Tweet in G2:
[2282] covid,19 [1144] tip,younger [1144] younger,players [1142] players,go [1142] go,journalism [1141] look,covid [1141] 19,mortality [1141] mortality,numbers [1141] numbers,tip [1141] journalism,read Top Word Pairs in Tweet in G3:
[447] journalism,collective [447] collective,ddosecrets [444] data,givesendgo [330] given,sensitive [330] sensitive,nature [330] nature,data [330] journalists,researchers [328] ddosecrets,secured [328] secured,copy [328] copy,leaked Top Word Pairs in Tweet in G4:
[421] news,surprise [421] surprise,one [421] one,abs [421] abs,data [421] data,literally [421] literally,opposite [421] opposite,rita [421] rita,panahi [421] panahi,written [421] written,guess Top Word Pairs in Tweet in G5:
[75] data,journalism [46] #datajournalism,survey [38] top,10 [35] essential,insights [35] work,routines [35] routines,changes [34] today,day [34] day,see [34] see,results [34] results,#datajournalism Top Word Pairs in Tweet in G6:
[81] cdc,withheld [81] withheld,data [81] data,demonstrating [81] demonstrating,boosters [81] boosters,provide [81] provide,additional [81] additional,protection [81] protection,those [81] those,under [81] under,50 Top Word Pairs in Tweet in G7:
[36] data,journalism [9] case,study [8] data,analysis [7] still,accepting [7] accepting,acad [7] acad,commission [7] commission,tags [7] tags,lf [7] lf,commissioner [7] commissioner,lf Top Word Pairs in Tweet in G8:
[85] see,curatorial [85] curatorial,journalism [85] journalism,works [85] works,networking [85] networking,three [85] three,data [85] data,sets [85] sets,secretly [85] secretly,recorded [85] recorded,byrne Top Word Pairs in Tweet in G10:
[20] data,center [14] data,centers [10] tech_journalism,dcfrontier [8] apple,files [8] files,plans [8] plans,long [8] long,delayed [8] campus,iowa [6] political,journalism [6] data,free Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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 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: