The graph represents a network of 2,899 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-07 until:2020-09-14", 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, 14 September 2020 at 09:04 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 07 September 2020 at 00:02 UTC to Sunday, 13 September 2020 at 23:53 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 : 2899
Unique Edges : 4571
Edges With Duplicates : 1113
Total Edges : 5684
Number of Edge Types : 5
Replies to : 239
Retweet : 1548
Mentions : 1558
MentionsInRetweet : 2071
Tweet : 268
Self-Loops : 279
Reciprocated Vertex Pair Ratio : 0.0242675994752951
Reciprocated Edge Ratio : 0.0473852721451441
Connected Components : 428
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 972
Maximum Edges in a Connected Component : 3212
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.468215
Graph Density : 0.000557651659230914
Modularity : 0.782632
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,899 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-07 until:2020-09-14", 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, 14 September 2020 at 09:04 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 07 September 2020 at 00:02 UTC to Sunday, 13 September 2020 at 23:53 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:2020-09-07 until:2020-09-14
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:
[731] data,journalism [563] dou,em [563] em,#ddj [199] jornalismodados,dou [194] #ddj,jornalismodados [191] access,journalism [190] aware,dudes [190] dudes,always [190] always,exist [190] exist,make Top Word Pairs in Tweet in G1:
[563] dou,em [563] em,#ddj [199] jornalismodados,dou [194] #ddj,jornalismodados [160] jornalismo,dados [27] agenciapublica,pública [27] pública,conquistou [27] conquistou,primeiro [27] primeiro,segundo [27] segundo,lugar Top Word Pairs in Tweet in G2:
[190] aware,dudes [190] dudes,always [190] always,exist [190] exist,make [190] make,feel [190] feel,badly [190] badly,work [190] work,mission [190] mission,think [190] think,don Top Word Pairs in Tweet in G3:
[68] 10,#ddj [46] top,10 [28] топ,10 [25] #ddj,gijn [23] рус,co [20] в,топ [15] co,bopeduvotk [14] tmarcoh,simonscarr [12] simonscarr,mgerrydoyle [10] earthjournalism,idj_network Top Word Pairs in Tweet in G4:
[140] data,journalism [123] believe,propublica [123] propublica,data [123] journalism,first [123] first,lyllayounes' [123] lyllayounes',analysis [123] analysis,connection [123] connection,btwn [123] btwn,air [123] air,pollution Top Word Pairs in Tweet in G5:
[132] whether,gen [132] gen,asim [132] asim,saleem [132] saleem,bajwa [132] bajwa,powerful [132] powerful,enemies [132] enemies,read [132] read,within [132] within,army [132] army,very Top Word Pairs in Tweet in G6:
[24] data,journalism [8] data,entry [5] data,driven [5] executive,data [5] data,services [5] services,data [5] covid,19 [4] journalism,data [4] reporting,science [4] #journalism,#news Top Word Pairs in Tweet in G7:
[74] conflict,eastern [74] eastern,mediterranean [74] adrienneklasa,tomhannen [60] #dataviz,#ddj [50] gt,gt [49] maps,maps [49] maps,more [49] more,maps [49] maps,illustrate [49] illustrate,ongoing Top Word Pairs in Tweet in G8:
[63] smith,college [63] college,looking [63] looking,assistant [63] assistant,professor [63] professor,statistical [63] statistical,data [63] data,sciences [63] sciences,specialties [63] specialties,data [63] data,ethics Top Word Pairs in Tweet in G9:
[59] #dataviz,#ddj [59] #ddj,ajlabs [59] ajlabs,ajenglish [58] mapping,india [58] india,china's [58] china's,disputed [58] borders,#dataviz [57] disputed,borders [3] china,india [2] chinese,side Top Word Pairs in Tweet in G10:
[57] excellent,data [57] data,journalism [57] journalism,beyond [57] beyond,parody [57] parody,much [57] much,more [57] more,going [57] going,come [57] come,government [57] government,spends Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G9:
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: