The graph represents a network of 4,044 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-10-11 until:2021-10-18", 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, 18 October 2021 at 10:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 15-minute period from Monday, 11 October 2021 at 00:30 UTC to Sunday, 17 October 2021 at 23:45 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 : 4044
Unique Edges : 5471
Edges With Duplicates : 679
Total Edges : 6150
Number of Edge Types : 5
Retweet : 3119
MentionsInRetweet : 1717
Replies to : 163
Mentions : 868
Tweet : 283
Self-Loops : 307
Reciprocated Vertex Pair Ratio : 0.0168175937904269
Reciprocated Edge Ratio : 0.0330788804071247
Connected Components : 339
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 2298
Maximum Edges in a Connected Component : 3467
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.707106
Graph Density : 0.000336515984325768
Modularity : 0.815031
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,044 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-10-11 until:2021-10-18", 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, 18 October 2021 at 10:38 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 15-minute period from Monday, 11 October 2021 at 00:30 UTC to Sunday, 17 October 2021 at 23:45 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:2021-10-11 until:2021-10-18
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:
[1408] hunger,index [1406] global,hunger [1406] index,data [1406] data,fake [1406] tihadi,journalism [1405] fake,nano [1405] nano,chip [1405] chip,technology [1405] technology,2000 [1405] 2000,note Top Word Pairs in Tweet in G1:
[1393] sudhir,chaudhary [1393] chaudhary,global [1393] global,hunger [1393] hunger,index [1393] index,data [1393] data,fake [1393] fake,nano [1393] nano,chip [1393] chip,technology [1393] technology,2000 Top Word Pairs in Tweet in G2:
[306] superb,bylinetimes [306] bylinetimes,held [306] held,government [306] government,account [306] account,over [306] over,herd [306] herd,immunity [306] immunity,scandal [306] scandal,crony [306] crony,contracts Top Word Pairs in Tweet in G3:
[77] 10,#ddj [64] top,10 [41] data,journalism [25] топ,10 [25] #ddj,gijn [20] around,world [19] в,топ [17] one,1st [17] 1st,steps [17] steps,#datajournalism Top Word Pairs in Tweet in G4:
[146] crime,data [146] mass,criminalization [138] wrote,nytimes [138] nytimes,outlets [138] outlets,plays [138] plays,major [138] major,role [138] role,perpetuating [138] perpetuating,mass [138] criminalization,offered Top Word Pairs in Tweet in G5:
[112] journalism,crime [112] crime,pressing [112] pressing,justice [112] justice,issue [112] issue,journalists [112] journalists,uncritically [112] uncritically,rely [112] rely,law [112] law,enforcement [112] enforcement,supporters Top Word Pairs in Tweet in G6:
[46] data,journalism [6] ড,ট [5] ব,শ [5] মন,নয [5] নয,ন [4] data,driven [4] investigative,journalism [4] ন,ন [4] ন,ব [4] ব,ল Top Word Pairs in Tweet in G7:
[84] indiaspend,org [57] data,journalism [42] indiaspend,india's [42] india's,foremost [42] foremost,public [42] public,interest [42] send,cvs [42] jobs,indiaspend [42] org,gulal [42] gulal,indiaspend Top Word Pairs in Tweet in G8:
[76] data,journalism [43] investigative,data [41] university,florida [41] florida,award [41] award,investigative [22] winner,university [19] underfunded,under [19] under,threat [19] journalism,master's [18] merrillcollege,ischoolumd Top Word Pairs in Tweet in G9:
[56] data,journalism [27] best,coding [27] coding,language [27] language,data [19] #python,best [18] journalism,#jupyter [18] #jupyter,#rstats [18] #rstats,theeconomist [18] theeconomist,#numpy [18] #numpy,#scikit Top Word Pairs in Tweet in G10:
[56] ps,one [56] one,reasons [56] reasons,moved [56] moved,curatorial [56] curatorial,journalism [56] journalism,40s [56] 40s,being [56] being,conventional [56] conventional,journalist [56] journalist,17 Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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: