The graph represents a network of 2,859 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-10-12 until:2020-10-19", 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, 19 October 2020 at 11:33 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 12 October 2020 at 00:05 UTC to Sunday, 18 October 2020 at 23:32 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 : 2859
Unique Edges : 4481
Edges With Duplicates : 789
Total Edges : 5270
Number of Edge Types : 5
Retweet : 1722
MentionsInRetweet : 1994
Tweet : 339
Mentions : 916
Replies to : 299
Self-Loops : 373
Reciprocated Vertex Pair Ratio : 0.0223142397055441
Reciprocated Edge Ratio : 0.0436543654365437
Connected Components : 448
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 976
Maximum Edges in a Connected Component : 2293
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 9.035914
Graph Density : 0.000543873214391052
Modularity : 0.823321
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,859 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-10-12 until:2020-10-19", 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, 19 October 2020 at 11:33 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 27-minute period from Monday, 12 October 2020 at 00:05 UTC to Sunday, 18 October 2020 at 23:32 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:2020-10-12 until:2020-10-19
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[565] data,journalism [245] investigative,journalism [179] international,consortium [179] consortium,investigative [179] journalism,icij [122] #dataviz,#ddj [114] obtained,data [99] visual,data [93] icij,obtained [88] pew,data Top Word Pairs in Tweet in G1:
[37] insane,pewresearch [37] pewresearch,data [37] data,proves [37] proves,media [37] media,source [37] source,determines [37] determines,reality [37] reality,believe [37] believe,control [37] control,covid Top Word Pairs in Tweet in G2:
[60] data,journalism [19] journalism,analysis [17] cenozo,data [15] analysis,training [14] training,2020 [13] women,journalists [11] 2020,women [6] #journalism,#news [6] #news,#seeds [6] #seeds,#argentina Top Word Pairs in Tweet in G3:
[67] seriously,compare [67] compare,journalism [67] journalism,nyt [67] nyt,trump's [67] trump's,taxes [67] taxes,examined [67] examined,thousands [67] thousands,taxes [67] taxes,spanning [67] spanning,years Top Word Pairs in Tweet in G4:
[39] data,journalism [23] social,media [23] #digitalmarketing,#socialmedia [23] #socialmedia,#artificialintelligence [23] #artificialintelligence,#machinelearning [23] #ai,#ml [23] #ml,#data [23] #data,#customerexperience [23] #bigdata,#journalism [23] #journalism,#digitaltransformation Top Word Pairs in Tweet in G5:
[87] keep,going [87] going,back [87] back,pew [87] pew,data [87] data,revealing [87] revealing,many [87] many,major [87] major,media [87] media,outlets [87] outlets,speak Top Word Pairs in Tweet in G6:
[77] visual,data [67] data,journalism [66] talented,financialtimes [66] financialtimes,visual [66] journalism,team [66] #dataviz,#ddj [66] #ddj,#gistribe [63] proud,part [63] part,incredibly [63] incredibly,talented Top Word Pairs in Tweet in G7:
[18] nrecherche,dachverband [18] dachverband,die [18] die,organisation [18] organisation,deutschsprachigen [18] deutschsprachigen,#datenjournalismus [18] #datenjournalismus,#ddj [18] #ddj,gruppe [18] gruppe,100 [18] 100,datenjournalist [18] datenjournalist,innen Top Word Pairs in Tweet in G8:
[59] international,consortium [59] consortium,investigative [59] investigative,journalism [59] journalism,icij [38] icij,obtained [38] obtained,data [32] data,traces [32] traces,global [32] global,transactions [26] transactions,happened Top Word Pairs in Tweet in G9:
[20] data,journalism [5] ma,data [5] #dataviz,#ddj [4] journalism,ft [4] covid,19 [4] journalism,course [4] week's,#dataviz [3] visual,data [3] inner,geek [3] geek,coming Top Word Pairs in Tweet in G10:
[64] absolutely,phenomenal [64] phenomenal,journalism [64] journalism,dataviz [64] dataviz,#covid19 [64] #covid19,well [64] well,worth [64] worth,look Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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 G4:
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: