The graph represents a network of 2,111 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-08-16 until:2021-08-23", 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, 23 August 2021 at 07:57 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 45-minute period from Monday, 16 August 2021 at 00:12 UTC to Sunday, 22 August 2021 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 : 2111
Unique Edges : 3318
Edges With Duplicates : 304
Total Edges : 3622
Number of Edge Types : 5
Tweet : 255
Replies to : 168
Retweet : 1389
MentionsInRetweet : 1360
Mentions : 450
Self-Loops : 284
Reciprocated Vertex Pair Ratio : 0.0195460277427491
Reciprocated Edge Ratio : 0.0383426097711812
Connected Components : 316
Single-Vertex Connected Components : 104
Maximum Vertices in a Connected Component : 874
Maximum Edges in a Connected Component : 1962
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.014751
Graph Density : 0.000726054676362363
Modularity : 0.816921
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,111 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-08-16 until:2021-08-23", 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, 23 August 2021 at 07:57 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 45-minute period from Monday, 16 August 2021 at 00:12 UTC to Sunday, 22 August 2021 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) since:2021-08-16 until:2021-08-23
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:
[862] data,journalism [460] investigative,data [437] fraudulent,data [436] famous,paper [436] paper,synonymous [436] synonymous,name [436] name,shu [436] shu,2012 [436] 2012,published [436] published,pnas Top Word Pairs in Tweet in G1:
[439] investigative,data [439] data,journalism [435] famous,paper [435] paper,synonymous [435] synonymous,name [435] name,shu [435] shu,2012 [435] 2012,published [435] published,pnas [435] pnas,being Top Word Pairs in Tweet in G2:
[42] data,journalism [9] raw,story [9] story,celebrating [9] celebrating,17 [9] 17,years [9] years,independent [9] independent,journalism [6] data,raw [6] data,journalisme [5] mike,lindell Top Word Pairs in Tweet in G3:
[90] league,tables [85] couple,days [85] days,ago [85] ago,times [85] times,published [85] published,described [85] described,primary [85] primary,league [85] tables,scotland [85] scotland,rightly Top Word Pairs in Tweet in G4:
[46] data,journalism [14] ideas,more [14] more,effective [14] effective,industry [14] industry,academic [14] academic,collaboration [11] looks,history [11] data,driven [10] florence,nightingale [10] nightingale,smfrogers Top Word Pairs in Tweet in G5:
[75] data,journalist [75] journalist,south [75] south,asia [75] asia,visual [75] visual,journalism [75] journalism,team [73] job,opportunity [73] opportunity,hiring [73] hiring,data [73] team,fantastic Top Word Pairs in Tweet in G6:
[28] data,journalism [17] global,investigative [17] investigative,journalism [17] journalism,conference [15] journalist,developing [15] developing,transitioning [15] transitioning,country [15] country,looking [15] looking,improve [15] improve,investigative Top Word Pairs in Tweet in G7:
[48] data,journalism [25] outlier,outlierafrica [25] journalism,project [25] project,look [25] look,issues [25] issues,day [25] day,data [25] data,lens [25] lens,read [25] read,recent Top Word Pairs in Tweet in G8:
[30] explaining,famous [30] famous,usa [30] usa,non [30] non,vaccinated [30] vaccinated,pandemic [30] pandemic,cdc [30] cdc,admits [30] admits,data [30] data,updated [30] updated,reflect Top Word Pairs in Tweet in G9:
[16] data,journalism [16] teaching,wonderful [16] wonderful,break [16] break,covering [16] covering,news [16] news,ready [16] ready,build [16] build,create [16] create,report [16] report,again Top Word Pairs in Tweet in G10:
[4] data,journalism [2] great,data [2] journalism,nytimes [2] nytimes,critically [2] critically,important [2] important,topic [2] topic,hospitals [2] hospitals,insurers [2] insurers,didn [2] didn,see Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: