The graph represents a network of 2,813 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-07-13 since:2020-07-06", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 13 July 2020 at 10:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 29-minute period from Monday, 06 July 2020 at 00:12 UTC to Sunday, 12 July 2020 at 23:41 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 : 2813
Unique Edges : 4081
Edges With Duplicates : 879
Total Edges : 4960
Number of Edge Types : 5
Retweet : 1601
MentionsInRetweet : 1509
Mentions : 1170
Tweet : 338
Replies to : 342
Self-Loops : 360
Reciprocated Vertex Pair Ratio : 0.0244816387709218
Reciprocated Edge Ratio : 0.0477932211655694
Connected Components : 430
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1094
Maximum Edges in a Connected Component : 2473
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.133441
Graph Density : 0.000518447423792906
Modularity : 0.781131
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 2,813 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-07-13 since:2020-07-06", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 13 July 2020 at 10:31 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 29-minute period from Monday, 06 July 2020 at 00:12 UTC to Sunday, 12 July 2020 at 23:41 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) until:2020-07-13 since:2020-07-06
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:
[535] data,journalism [399] dou,em [399] em,#ddj [154] jornalismodados,dou [151] #ddj,jornalismodados [118] junk,journalism [113] reporting,never [112] dalits,data [112] data,stories [112] stories,factors Top Word Pairs in Tweet in G1:
[137] data,journalism [74] top,10 [71] #datajournalism,#ddj [68] #ddj,#dataviz [67] 10,#ddj [62] bbc,england [62] data,unit [61] unit,one [61] one,teams [61] teams,being Top Word Pairs in Tweet in G2:
[399] dou,em [399] em,#ddj [154] jornalismodados,dou [151] #ddj,jornalismodados [75] jornalismo,dados [21] dados,núcleo [19] metropoles,dados [15] núcleo,jornalismo [14] dados,pulitzercenter [13] ijnetportugues,jornalistas Top Word Pairs in Tweet in G3:
[38] data,journalism [6] investigative,journalism [4] #media,#data [4] #data,#journalism [4] b2b,data [4] data,researcher [4] researcher,writer [4] business,apps [4] apps,staines [4] social,media Top Word Pairs in Tweet in G4:
[110] utterly,superb [110] superb,thread [110] thread,created [110] created,harald [110] harald,clarified [110] clarified,much [110] much,viral [110] viral,issue [110] issue,sweden [110] sweden,covered Top Word Pairs in Tweet in G5:
[110] dalits,data [110] data,stories [110] stories,factors [110] factors,inclusive [110] inclusive,diverse [110] diverse,progressive [110] progressive,reporting [110] reporting,never [110] never,face [110] face,media Top Word Pairs in Tweet in G6:
[21] federal,data [21] data,gives [21] gives,americans [21] americans,comprehensive [21] comprehensive,look [21] look,date [21] date,million [21] million,coronavirus [21] coronavirus,patients [21] patients,trump Top Word Pairs in Tweet in G7:
[29] find,themselves [25] platforms,tell [25] tell,working [25] working,hard [25] hard,counteract [25] counteract,hate [25] hate,speech [25] speech,fact [25] fact,check [25] check,disinfo Top Word Pairs in Tweet in G8:
[43] forbes,tony__heller [43] tony__heller,fraudulent [43] fraudulent,science [43] science,fraudulent [43] fraudulent,journalism [43] journalism,data [43] data,shows [43] shows,otherwise [11] huge,advantage [11] advantage,having Top Word Pairs in Tweet in G9:
[49] die,radwege [49] radwege,zukunft [49] zukunft,aussehen [49] aussehen,gt [49] gt,20 [49] 20,000 [49] 000,menschen [49] menschen,berliner [49] berliner,straßencheck [49] straßencheck,bewertet Top Word Pairs in Tweet in G10:
[17] join,columbiaspec [17] columbiaspec,conversation [17] conversation,rjnskl [17] rjnskl,bbgvisualdata [17] bbgvisualdata,business [17] business,july [17] july,16 [17] ll,discuss [17] discuss,importance [17] importance,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
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 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: