The graph represents a network of 8,014 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-06-15 since:2020-06-08", 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, 15 June 2020 at 14:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 16-minute period from Monday, 08 June 2020 at 00:41 UTC to Sunday, 14 June 2020 at 23:57 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 : 8014
Unique Edges : 9694
Edges With Duplicates : 2901
Total Edges : 12595
Number of Edge Types : 5
Retweet : 6393
Mentions : 2589
MentionsInRetweet : 2836
Tweet : 335
Replies to : 442
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.018749376682956
Reciprocated Edge Ratio : 0.0368086147821831
Connected Components : 465
Single-Vertex Connected Components : 137
Maximum Vertices in a Connected Component : 6247
Maximum Edges in a Connected Component : 7639
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.783628
Graph Density : 0.000159072054455059
Modularity : 0.682887
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,014 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-06-15 since:2020-06-08", 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, 15 June 2020 at 14:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 16-minute period from Monday, 08 June 2020 at 00:41 UTC to Sunday, 14 June 2020 at 23:57 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:2020-06-15 since:2020-06-08
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 G2:
[3926] data,journalism [3926] degree,data [3926] master's,degree [3926] good,lord [3926] lord,master's [3926] journalism,columbia [3926] columbia,12 [3926] 12,month [3926] month,program [3926] program,gold Top Word Pairs in Tweet in G3:
[748] data,journalism [703] covid,19 [702] #ddj,#dataviz [696] 10,#ddj [696] top,10 [696] network,analysis [696] data,investigations [696] maternity,cover [696] data,journalists [696] calling,data Top Word Pairs in Tweet in G4:
[109] dou,em [57] em,#ddj [55] #ddj,jornalismodados [55] jornalismodados,dou [54] covid,19 [53] jornalismo,dados [50] até,agora [50] os,dados [43] blogdojefferson,estava [42] estava,claro Top Word Pairs in Tweet in G5:
[460] data,journalism [460] investigative,journalism [93] data,driven [93] driven,journalism [78] askscience,ama [61] ama,series [50] series,statisticians [49] statisticians,cancer [49] cancer,research [49] research,sports Top Word Pairs in Tweet in G6:
[44] berlin,heute [10] heute,viele [6] viele,#coronavirus [4] #coronavirus,fälle [3] fälle,gemeldet [3] gemeldet,seit [3] seit,14 [3] 14,mai [3] mai,mehr [3] mehr,spoiler Top Word Pairs in Tweet in G7:
[100] data,journalism [100] degree,data [100] ll,re [100] re,willing [100] willing,pay [100] pay,160 [100] 160,000 [100] 000,advanced [100] advanced,degree [100] journalism,lack Top Word Pairs in Tweet in G8:
[105] tech_journalism,mthiele10 [104] billmew,aws [102] aws,azure [102] azure,gcpcloud [102] gcpcloud,dez_blanchfield [102] dez_blanchfield,evankirstel [102] evankirstel,kevin_jackson [102] craw,imoyse [102] imoyse,dt [102] dt,furrier Top Word Pairs in Tweet in G9:
[59] starte,heute [59] heute,#newsletter [59] #newsletter,journalistische [59] journalistische,online [59] online,#recherche [59] #recherche,jeden [59] jeden,monat [59] monat,informiere [59] informiere,tools [59] tools,add Top Word Pairs in Tweet in G10:
[60] death,george [60] george,floyd [60] data,55 [60] 55,black [60] black,americans [60] americans,larger [60] larger,issue [60] issue,race [60] race,relations [60] relations,receiving Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: