The graph represents a network of 2,791 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-06-27 until:2022-07-04", 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, 04 July 2022 at 09:16 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 27 June 2022 at 00:14 UTC to Sunday, 03 July 2022 at 23:55 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 : 2791
Unique Edges : 4564
Edges With Duplicates : 986
Total Edges : 5550
Number of Edge Types : 5
Tweet : 388
Retweet : 2196
Replies to : 224
MentionsInRetweet : 2035
Mentions : 707
Self-Loops : 412
Reciprocated Vertex Pair Ratio : 0.0196206671026815
Reciprocated Edge Ratio : 0.0384862091084028
Connected Components : 376
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 1241
Maximum Edges in a Connected Component : 3503
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.41712
Graph Density : 0.000600624896460589
Modularity : 0.722311
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,791 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-06-27 until:2022-07-04", 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, 04 July 2022 at 09:16 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 27 June 2022 at 00:14 UTC to Sunday, 03 July 2022 at 23:55 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:2022-06-27 until:2022-07-04
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:
[468] #ddjwithkaran,#ddj [468] #karankundrra,#ddj [450] data,journalism [353] #ddj,#dancedeewanejuniors [347] duo,jasminbhasin [347] jasminbhasin,kkundrra [347] kkundrra,#jasminbhasin [347] #jasminbhasin,#karankundrra [347] #dancedeewanejuniors,#wednesdaythought [299] #ddj,#tejran Top Word Pairs in Tweet in G1:
[458] #ddjwithkaran,#ddj [452] #karankundrra,#ddj [351] #ddj,#dancedeewanejuniors [346] duo,jasminbhasin [346] jasminbhasin,kkundrra [346] kkundrra,#jasminbhasin [346] #jasminbhasin,#karankundrra [346] #dancedeewanejuniors,#wednesdaythought [291] #ddj,#tejran [266] #karankundrra,#ddjwithkaran Top Word Pairs in Tweet in G2:
[127] data,journalism [39] top,10 [32] gets,conduct [32] conduct,investigative [32] investigative,work [32] work,steer [32] steer,future [32] future,hiring [32] hiring,retention [32] retention,practices Top Word Pairs in Tweet in G3:
[294] investigative,journalist [294] big,pharma [147] 21st,century [147] century,journalism [147] journalism,investigative [147] journalist,lie [147] lie,manipulate [147] manipulate,data [147] data,big [147] pharma,investigative Top Word Pairs in Tweet in G4:
[76] research,rrl [76] rrl,thesis [76] case,study [76] study,case [76] reflection,paper [72] case,digest [65] term,paper [65] data,interpretation [62] paper,term [62] concept,paper Top Word Pairs in Tweet in G5:
[117] #data,#journalism [112] #마부뉴스,#data [84] 골프장,잔디를 [84] 잔디를,유지하려면 [84] 유지하려면,많은 [84] 많은,물이 [84] 물이,필요합니다 [84] 필요합니다,한 [84] 한,홀 [84] 홀,당 Top Word Pairs in Tweet in G6:
[81] journalism,dead [81] dead,little [81] little,boys [81] boys,girls [81] girls,working [81] working,mainstream [81] mainstream,media [81] media,degraded [81] degraded,presstitutes [81] presstitutes,reporting Top Word Pairs in Tweet in G7:
[50] throughout,illinois [42] today,invinst [42] invinst,announcing [42] announcing,project [42] project,expand [42] expand,police [42] police,data [42] data,investigative [42] investigative,journalism [42] journalism,throughout Top Word Pairs in Tweet in G8:
[43] mainstream,journalism [43] journalism,emphasizes [43] emphasizes,more [43] more,more [43] more,issue [43] issue,soil [43] soil,degradation [43] degradation,essential [43] essential,public's [43] public's,correct Top Word Pairs in Tweet in G9:
[42] make,everybody [42] everybody,leave [42] leave,journalism [42] journalism,thing [42] thing,david [42] david,hundeyin [42] hundeyin,man [42] man,collecting [42] collecting,keeping [42] keeping,data Top Word Pairs in Tweet in G10:
[21] sat,sun [16] #tejasswiprakash,#karankundrra [14] itsmetejasswi,kkundrra [13] watch,#dancedeewanejuniors [13] #dancedeewanejuniors,sat [13] sun,pm [13] pm,#colors [13] #colors,#jiotv [12] forget,tune [9] #karankundrra,#ddj Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
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: