The graph represents a network of 4,718 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-03-15 until:2021-03-22", 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, 22 March 2021 at 10:35 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 15 March 2021 at 00:48 UTC to Sunday, 21 March 2021 at 23:46 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 : 4718
Unique Edges : 8052
Edges With Duplicates : 1461
Total Edges : 9513
Number of Edge Types : 5
Retweet : 4048
Tweet : 400
MentionsInRetweet : 3929
Replies to : 223
Mentions : 913
Self-Loops : 421
Reciprocated Vertex Pair Ratio : 0.0110196173407605
Reciprocated Edge Ratio : 0.0217990178464487
Connected Components : 420
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 2432
Maximum Edges in a Connected Component : 5354
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.040887
Graph Density : 0.000375154921593116
Modularity : 0.637287
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,718 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-03-15 until:2021-03-22", 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, 22 March 2021 at 10:35 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 15 March 2021 at 00:48 UTC to Sunday, 21 March 2021 at 23:46 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:2021-03-15 until:2021-03-22
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:
[2418] accountability,journalism [2417] more,fec [2417] fec,data [2417] data,coming [2417] coming,next [2417] next,24 [2417] sign,newsletter [2417] newsletter,updates [2417] updates,accountability [1946] 24,hours Top Word Pairs in Tweet in G1:
[2400] more,fec [2400] fec,data [2400] data,coming [2400] coming,next [2400] next,24 [2400] sign,newsletter [2400] newsletter,updates [2400] updates,accountability [2400] accountability,journalism [1932] 24,hours Top Word Pairs in Tweet in G2:
[183] data,journalism [92] #ddj,#dataviz [62] investigative,data [56] journalism,join [56] ftdata,team [54] students,interested [54] interested,working [54] working,visual [54] visual,data [54] join,ftdata Top Word Pairs in Tweet in G3:
[152] example,data [152] data,journalism [152] journalism,really [152] really,shotgun [152] shotgun,blast [152] blast,disparate [152] disparate,factoids [152] factoids,ignores [152] ignores,countervailing [152] countervailing,evidence Top Word Pairs in Tweet in G4:
[39] data,journalism [37] essays,due [37] due,coursework [37] coursework,case [37] case,study [37] study,philosophy [37] philosophy,assignment [37] assignment,research [37] research,paper [37] homework,data Top Word Pairs in Tweet in G5:
[49] data,journalism [40] covid,19 [33] stanforddata,rconsortium [33] journalism,covid [32] role,data [31] sponsored,stanforddata [31] rconsortium,#rstats [31] #rstats,#datascience [31] 19,pandemic [30] thurs,mar Top Word Pairs in Tweet in G6:
[100] related,chart [100] chart,2014 [100] 2014,looking [100] looking,more [100] more,recent [100] recent,data [100] data,great [100] great,trend [11] more,fec [11] fec,data Top Word Pairs in Tweet in G7:
[87] data,journalism [76] students,recent [76] recent,graduates [61] brilliant,opportunity [61] opportunity,students [61] graduates,looking [61] looking,journalism [61] journalism,year [61] year,re [61] re,specifically Top Word Pairs in Tweet in G8:
[35] newsrooms,size [35] size,anywhere [35] freelancers,working [35] working,closely [31] funding,alert [31] alert,we've [31] we've,money [31] money,solutions [31] solutions,focused [31] focused,data Top Word Pairs in Tweet in G9:
[46] data,journalism [20] friday,news [20] news,dump [20] dump,four [20] four,data [20] journalism,jobs [20] jobs,opening [20] opening,business [20] business,nyc [20] nyc,gt Top Word Pairs in Tweet in G10:
[35] bringt,idee [35] idee,man [35] man,mal [35] mal,calw [35] calw,faktor [35] faktor,risklayer [35] risklayer,inzidenz [35] inzidenz,rki [35] rki,inzidenz [35] inzidenz,jeden Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: