The graph represents a network of 1,578 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-06-21 until:2021-06-28", 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, 28 June 2021 at 11:50 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 42-minute period from Monday, 21 June 2021 at 02:02 UTC to Sunday, 27 June 2021 at 23:44 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 : 1578
Unique Edges : 2329
Edges With Duplicates : 433
Total Edges : 2762
Number of Edge Types : 5
Retweet : 741
MentionsInRetweet : 872
Replies to : 158
Mentions : 755
Tweet : 236
Self-Loops : 262
Reciprocated Vertex Pair Ratio : 0.0282384580905424
Reciprocated Edge Ratio : 0.0549258936355711
Connected Components : 296
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 444
Maximum Edges in a Connected Component : 1159
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.397801
Graph Density : 0.000921838243508354
Modularity : 0.790568
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,578 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-06-21 until:2021-06-28", 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, 28 June 2021 at 11:50 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 42-minute period from Monday, 21 June 2021 at 02:02 UTC to Sunday, 27 June 2021 at 23:44 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:2021-06-21 until:2021-06-28
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:
[409] data,journalism [72] journalism,data [65] #dataviz,#ddj [64] top,10 [63] edjnet,#ddj [57] refugee,journeys [52] 10,#ddj [51] ajlabs,visualising [50] during,covid [48] investigative,journalism Top Word Pairs in Tweet in G1:
[64] top,10 [63] data,journalism [52] 10,#ddj [18] investigative,journalism [16] gijn,member [16] member,amabhungane [16] amabhungane,hiring [16] hiring,join [16] join,south [16] south,africa's Top Word Pairs in Tweet in G2:
[43] data,journalism [8] online,workshop [8] digital,journalism [7] journalism,create [7] create,news [7] news,social [7] analysis,data [6] data,driven [6] journalism,data [5] participatory,journalism Top Word Pairs in Tweet in G3:
[16] #vaccine,hooplas [16] hooplas,unrecorded [16] unrecorded,deaths [16] deaths,write [13] data,journalism [11] wanted,deep [11] deep,investigation [11] investigation,data [11] journalism,ranjona [11] ranjona,govt Top Word Pairs in Tweet in G4:
[17] data,journalism [12] #guanacaste,#costarica [12] co,uciog85itz [10] preserving,data [7] #dataviz,#ddj [6] #ddj,#dataviz [6] violence,against [6] against,women [6] women,pandemic [6] pandemic,making Top Word Pairs in Tweet in G5:
[47] thought,world [47] world,complete [47] complete,silence [47] silence,during [47] during,covid [47] covid,pandemic [47] pandemic,2020 [47] 2020,seems [47] seems,noise [47] noise,going Top Word Pairs in Tweet in G6:
[56] edjnet,#ddj [33] civio,edjnet [22] maberalv,maría [22] maría,álvarez [22] álvarez,vayo [22] vayo,carmen_tm_ [22] carmen_tm_,civio [18] #ddj,#covid_19 [14] marcoranocc,balcanicaucaso [14] balcanicaucaso,edjnet Top Word Pairs in Tweet in G7:
[15] data,journalism [10] good,story [10] story,told [10] told,development [10] development,called [10] called,data [10] journalism,earliest [10] earliest,bits [10] bits,gotten [10] gotten,attention Top Word Pairs in Tweet in G8:
[9] ideology,prevents [9] prevents,people [9] people,analyzing [9] analyzing,facts [9] facts,brazil [9] brazil,belgium [9] belgium,tied [9] tied,nr [9] nr,deaths [9] deaths,population Top Word Pairs in Tweet in G9:
[26] started,filming [26] filming,cops [26] cops,re [26] re,creating [26] creating,bottom [26] bottom,citizen [26] citizen,journalism [26] journalism,crowdsourced [26] crowdsourced,data [26] data,original Top Word Pairs in Tweet in G10:
[10] tolles,team [10] team,sucht [10] sucht,neue [10] neue,leitung [10] leitung,bewerbt [10] bewerbt,arbeitet [10] arbeitet,funkeinteraktiv [10] funkeinteraktiv,interaktiven [10] interaktiven,storytellingformaten [10] storytellingformaten,#ddj Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: