The graph represents a network of 1,823 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-05-31 until:2021-06-07", 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, 07 June 2021 at 10:47 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 50-minute period from Monday, 31 May 2021 at 00:23 UTC to Sunday, 06 June 2021 at 23:14 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 : 1823
Unique Edges : 2755
Edges With Duplicates : 565
Total Edges : 3320
Number of Edge Types : 5
Replies to : 151
Retweet : 997
MentionsInRetweet : 1172
Tweet : 273
Mentions : 727
Self-Loops : 288
Reciprocated Vertex Pair Ratio : 0.0343796711509716
Reciprocated Edge Ratio : 0.0664739884393064
Connected Components : 323
Single-Vertex Connected Components : 112
Maximum Vertices in a Connected Component : 649
Maximum Edges in a Connected Component : 1663
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.555075
Graph Density : 0.000833356917012945
Modularity : 0.778592
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,823 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-05-31 until:2021-06-07", 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, 07 June 2021 at 10:47 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 50-minute period from Monday, 31 May 2021 at 00:23 UTC to Sunday, 06 June 2021 at 23:14 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:2021-05-31 until:2021-06-07
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:
[555] data,journalism [57] top,10 [55] data,driven [53] plan,subjective [53] subjective,opinions [53] opinions,using [53] using,slick [53] slick,looking [53] looking,charts [53] charts,graphs Top Word Pairs in Tweet in G1:
[114] data,journalism [44] top,10 [38] data,driven [37] grant,pulitzercenter [36] 10,#ddj [26] journalists,worldwide [26] innovative,data [26] projects,spotlight [26] data,literacy [25] driven,reporting Top Word Pairs in Tweet in G2:
[41] data,journalism [6] ians,cvoter [4] journalism,data [4] top,10 [4] data,studio [4] studio,eager [4] eager,fit [4] fit,content [4] content,one [4] one,traditional Top Word Pairs in Tweet in G3:
[53] plan,subjective [53] subjective,opinions [53] opinions,using [53] using,slick [53] slick,looking [53] looking,charts [53] charts,graphs [53] graphs,wave [53] wave,data [53] data,journalism Top Word Pairs in Tweet in G4:
[21] #ddj,#datascience [18] liebe,datenfreund [18] datenfreund,innen [18] innen,forschung [18] forschung,journalismus [18] journalismus,termin [18] termin,die [18] die,#scicar [18] #scicar,2021 [18] 2021,steht Top Word Pairs in Tweet in G5:
[41] data,journalism [13] mekong,data [13] journalism,fellowship [11] indian,journalists [11] journalism,skills [11] june,27 [10] #worldenvironmentday,part [10] part,code4africa [10] code4africa,ethos [10] ethos,creating Top Word Pairs in Tweet in G6:
[30] bury,award [23] data,journalism [22] award,canadian [17] natobserver,deputy [17] deputy,managing [17] managing,editor [17] editor,mckiedavid [16] second,time [16] time,natobserver [16] mckiedavid,won Top Word Pairs in Tweet in G7:
[2] jbm751121,markwh2001 [2] markwh2001,matt_gs [2] matt_gs,penhaphi [2] penhaphi,susan04071 [2] susan04071,conraddkonnrad [2] conraddkonnrad,condimentset [2] condimentset,mattadkin [2] mattadkin,begentle50 [2] begentle50,leftbehindpoet [2] leftbehindpoet,chris_not_a_bot Top Word Pairs in Tweet in G8:
[43] data,journalism [41] spectator,looking [41] looking,data [41] data,researchers [41] researchers,spare [41] spare,few [41] few,hours [41] hours,week [41] week,evenings [41] evenings,weekends Top Word Pairs in Tweet in G9:
[21] web,app [19] biafarrugia,#ddj [18] data,journalist [18] journalist,accused [18] accused,cyber [18] cyber,crime [18] crime,brazilian [18] brazilian,government [18] government,used [18] used,inspect Top Word Pairs in Tweet in G10:
[41] launch,noria_mxac [41] noria_mxac,project [41] elections,violence [41] violence,mexico [41] policy,papers [41] papers,maps [41] maps,original [41] original,data [41] data,journalism [41] journalism,coverage Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: