The graph represents a network of 2,384 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-30 until:2022-06-06", 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, 06 June 2022 at 17:28 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 30 May 2022 at 00:00 UTC to Sunday, 05 June 2022 at 23:52 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 : 2384
Unique Edges : 3911
Edges With Duplicates : 944
Total Edges : 4855
Number of Edge Types : 5
Replies to : 211
Retweet : 1889
Mentions : 596
MentionsInRetweet : 1825
Tweet : 334
Self-Loops : 349
Reciprocated Vertex Pair Ratio : 0.0181360201511335
Reciprocated Edge Ratio : 0.0356259277585354
Connected Components : 314
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 901
Maximum Edges in a Connected Component : 2637
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.704885
Graph Density : 0.000711485437959596
Modularity : 0.759153
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,384 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-30 until:2022-06-06", 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, 06 June 2022 at 17:28 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 52-minute period from Monday, 30 May 2022 at 00:00 UTC to Sunday, 05 June 2022 at 23:52 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:2022-05-30 until:2022-06-06
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:
[480] data,journalism [279] hey,reuters [279] reuters,born [279] born,raised [279] raised,ukrainian [279] ukrainian,war [279] war,correspondent [279] correspondent,russia [279] russia,fully [279] fully,invaded Top Word Pairs in Tweet in G1:
[215] #ddjwithkaran,#tejran [190] #karankundrra,#ddj [155] #ddj,#ddjwithkaran [127] kkundrra,#karankundrra [118] #tejran,#ddj [112] #tejran,#kkundrrasquad [112] #kkundrrasquad,#tejatroops [110] #karankundrra,#ddjwithkaran [107] #ddj,#dancedeewanejuniors [94] melt,kkundrra Top Word Pairs in Tweet in G2:
[279] hey,reuters [279] reuters,born [279] born,raised [279] raised,ukrainian [279] ukrainian,war [279] war,correspondent [279] correspondent,russia [279] russia,fully [279] fully,invaded [279] invaded,ukraine Top Word Pairs in Tweet in G3:
[33] data,journalism [23] top,10 [23] school,shootings [18] 10,data [17] gijn's,top [17] therapy,wait [17] wait,times [17] belarus,border [15] using,exclusive [15] exclusive,data Top Word Pairs in Tweet in G4:
[35] rrl,thesis [35] data,analysis [33] shs,jhs [33] jhs,college [29] data,journalism [24] research,rrl [24] business,plan [24] marketing,plan [24] commissions,dm [20] love,open Top Word Pairs in Tweet in G5:
[55] die,längste [55] längste,beheizte [55] pipeline,welt [55] tagesspiegel,#ddj [34] ölbrunnen,naturschutzgebiet [34] naturschutzgebiet,indischen [34] indischen,ozean [34] ozean,baut [34] baut,#totalenergies [34] #totalenergies,die Top Word Pairs in Tweet in G6:
[71] #tejran,#tejran [45] #tejran,#tejranfam [45] #tejranfam,#ddjwithkaran [45] #ddjwithkaran,#ddj [42] promo,effect [42] effect,#tejran [32] #tejranfam,#tejran [29] #ddj,#karankundrra [26] #ddjwithkaran,#ddjwithkarankundrra [26] #ddjwithkarankundrra,#ddj Top Word Pairs in Tweet in G7:
[82] data,journalism [21] ve,learned [17] journalism,africa [17] big,list [14] started,data [13] started,#datajournalism [13] #ddj,#dataviz [12] ve,producing [12] producing,data [12] data,driven Top Word Pairs in Tweet in G8:
[53] interesting,media [53] media,warning [53] warning,deadly [53] deadly,strawberries [53] strawberries,comment [53] comment,pfizer [53] pfizer,data [53] data,dump [53] dump,bad [53] bad,adverse Top Word Pairs in Tweet in G9:
[44] data,journalism [37] journalism,webinar [32] 6pm,edt [31] forest,monitoring [29] hey,environmental [29] environmental,journalists [29] journalists,today [29] today,mongabay [29] mongabay,hosting [29] hosting,data Top Word Pairs in Tweet in G10:
[44] fenabaaddo,louise_seamster [44] student,debt [44] racial,wealth [44] wealth,gap [44] data,journalism [40] looking,closely [40] closely,analyses [40] analyses,fenabaaddo [40] louise_seamster,myself [40] myself,collaborators Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: