The graph represents a network of 2,579 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-22 until:2021-03-01", 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, 01 March 2021 at 09:07 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 22 February 2021 at 00:01 UTC to Sunday, 28 February 2021 at 23:00 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 : 2579
Unique Edges : 4079
Edges With Duplicates : 602
Total Edges : 4681
Number of Edge Types : 5
Retweet : 1605
Tweet : 345
Replies to : 167
MentionsInRetweet : 1762
Mentions : 802
Self-Loops : 364
Reciprocated Vertex Pair Ratio : 0.023161109697124
Reciprocated Edge Ratio : 0.045273631840796
Connected Components : 389
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 985
Maximum Edges in a Connected Component : 2340
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.847892
Graph Density : 0.000604632932159884
Modularity : 0.811191
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,579 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-02-22 until:2021-03-01", 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, 01 March 2021 at 09:07 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 58-minute period from Monday, 22 February 2021 at 00:01 UTC to Sunday, 28 February 2021 at 23:00 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:2021-02-22 until:2021-03-01
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:
[570] data,journalism [324] investigative,journalism [163] collect,data [158] data,facts [156] call,investigative [156] journalism,collect [156] facts,investigate [156] investigate,analyse [156] analyse,present [156] present,truth Top Word Pairs in Tweet in G1:
[101] games,gone [101] gone,year [101] year,ft [101] ft,nytimes [101] nytimes,washingtonpost [101] washingtonpost,etc [101] etc,great [101] great,names [101] names,journalism [101] journalism,hard Top Word Pairs in Tweet in G2:
[64] closing,date [59] job,alert [59] alert,re [59] ftdata,team [59] team,closing [59] date,march [59] march,11 [59] 11,full [59] full,details [59] details,applications Top Word Pairs in Tweet in G3:
[156] call,investigative [156] investigative,journalism [156] journalism,collect [156] collect,data [156] data,facts [156] facts,investigate [156] investigate,analyse [156] analyse,present [156] present,truth [156] truth,best Top Word Pairs in Tweet in G4:
[39] data,journalism [20] investigative,journalism [13] russian,investigative [13] journalism,flourishing [13] flourishing,alongside [13] alongside,probiv [13] pay,essays [13] essays,due [13] due,coursework [13] coursework,case Top Word Pairs in Tweet in G5:
[66] data,journalism [66] journalism,predictive [66] predictive,analytics [66] analytics,strategic [66] strategic,communications [49] apply,march [40] data,fellows [29] centre,humanitarian [29] humanitarian,data [29] data,currently Top Word Pairs in Tweet in G6:
[72] fabulous,example [72] example,trying [72] trying,make [72] make,data [72] data,lie [72] lie,using [72] using,bad [72] bad,dataviz [72] dataviz,misinfo [72] misinfo,cape Top Word Pairs in Tweet in G7:
[74] verifying,account [74] account,govt [74] govt,id [74] id,disclosing [74] disclosing,details [74] details,local [74] local,police [74] police,officers [74] officers,retrieve [74] retrieve,data Top Word Pairs in Tweet in G8:
[20] solutions,journalism [14] data,solutions [11] journalists,reach [11] reach,learn [11] learn,more [11] data,soljourno [9] trust,media [8] tip,data [8] data,stories [8] stories,focus Top Word Pairs in Tweet in G9:
[17] data,journalism [14] icij,data [14] data,team [14] awarded,pulitzer [14] pulitzer,prize [14] prize,mar [14] decided,walk [14] walk,away [14] away,journalism [14] journalism,burnt Top Word Pairs in Tweet in G10:
[56] dot,vote [56] vote,2020 [56] 2020,presidential [56] presidential,election [56] election,map [56] map,gt [56] gt,158 [56] 158,million [56] million,dots [56] dots,hi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G9:
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 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: