The graph represents a network of 2,161 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-19 until:2021-07-26", 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, 26 July 2021 at 08:51 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 26-minute period from Monday, 19 July 2021 at 00:01 UTC to Sunday, 25 July 2021 at 23:27 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 : 2161
Unique Edges : 2982
Edges With Duplicates : 244
Total Edges : 3226
Number of Edge Types : 5
Retweet : 1106
MentionsInRetweet : 901
Mentions : 626
Tweet : 342
Replies to : 251
Self-Loops : 361
Reciprocated Vertex Pair Ratio : 0.0198092443140132
Reciprocated Edge Ratio : 0.0388489208633093
Connected Components : 436
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 744
Maximum Edges in a Connected Component : 1484
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.376192
Graph Density : 0.000595574751058323
Modularity : 0.85213
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,161 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-07-19 until:2021-07-26", 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, 26 July 2021 at 08:51 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 26-minute period from Monday, 19 July 2021 at 00:01 UTC to Sunday, 25 July 2021 at 23:27 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:2021-07-19 until:2021-07-26
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:
[525] data,journalism [204] investigative,journalism [168] open,source [153] visual,data [149] bbc,visual [149] journalism,cookbook [149] cookbook,graphics [149] graphics,create [149] create,bbc [149] bbc,style Top Word Pairs in Tweet in G1:
[49] investigative,journalism [45] catholic,newsletter [45] newsletter,promised [45] promised,investigative [45] journalism,outed [45] outed,priest [45] priest,using [44] using,grindr [44] grindr,data [39] data,journalism Top Word Pairs in Tweet in G2:
[86] investigative,journalism [70] outed,priest [70] priest,using [70] using,grindr [70] grindr,data [60] catholic,newsletter [60] promised,investigative [57] newsletter,promised [57] journalism,outed [50] catholic,journalism Top Word Pairs in Tweet in G3:
[146] bbc,visual [146] visual,data [146] data,journalism [146] journalism,cookbook [146] cookbook,graphics [146] graphics,create [146] create,bbc [146] bbc,style [146] style,graphics [146] graphics,bbc Top Word Pairs in Tweet in G4:
[25] data,journalism [25] 10,#ddj [22] top,10 [22] gun,violence [22] топ,10 [22] #ddj,gijn [22] рус,co [21] gijn,рус [20] в,топ [19] nonprofit,journalism Top Word Pairs in Tweet in G5:
[91] あああああめっっっっっちゃかわいい,そして右 [91] そして右,めっちゃ蛍光色だよ [91] めっちゃ蛍光色だよ,かわいい [91] かわいい,画面で見るより全然蛍光発色のオレンジです [91] 画面で見るより全然蛍光発色のオレンジです,#ddj [91] #ddj,ddj [91] ddj,1000 [91] 1000,ow Top Word Pairs in Tweet in G6:
[30] data,journalism [27] ap,data [27] journalism,team [27] team,looking [27] looking,developer [27] developer,team [27] team,fill [27] fill,spot [27] spot,left [27] left,changed Top Word Pairs in Tweet in G8:
[5] thanks,politicians [5] politicians,speakerpelosi [5] speakerpelosi,johnkerry [5] johnkerry,barackobama [5] barackobama,txrandy14 [5] txrandy14,many [5] many,others [5] others,ve [5] ve,cited [5] cited,work Top Word Pairs in Tweet in G9:
[37] love,see [37] see,nyt [37] nyt,making [37] making,effort [37] effort,gymnastics [37] gymnastics,data [37] data,visualization [37] visualization,misses [37] misses,mark [37] mark,between Top Word Pairs in Tweet in G10:
[17] more,interview [17] interview,politico [17] politico,yesterday [17] yesterday,more [17] more,concerned [17] concerned,safety [17] safety,those [17] those,doing [17] doing,research [17] research,journalism Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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 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: