The graph represents a network of 2,450 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 16:32 UTC.
The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 5-day, 14-hour, 43-minute period from Monday, 12 September 2022 at 00:41 UTC to Saturday, 17 September 2022 at 15:25 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 : 2450
Unique Edges : 2172
Edges With Duplicates : 3988
Total Edges : 6160
Number of Edge Types : 5
Tweet : 176
Retweet : 1836
MentionsInRetweet : 3441
Mentions : 607
Replies to : 100
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.0150103519668737
Reciprocated Edge Ratio : 0.0295767465578786
Connected Components : 233
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1328
Maximum Edges in a Connected Component : 4306
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.243124
Graph Density : 0.000653661219489838
Modularity : 0.566445
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,450 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 16:32 UTC.
The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 5-day, 14-hour, 43-minute period from Monday, 12 September 2022 at 00:41 UTC to Saturday, 17 September 2022 at 15:25 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 : GraphServerTwitterSearch
Graph Term : #ddj OR (data journalism)
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:
[982] data,journalism [358] great,data [357] important,article [357] article,great [357] journalism,marshallproj [357] marshallproj,anastasiajourno [357] anastasiajourno,weihua_li1 [357] weihua_li1,way [357] way,police [356] equalityalec,important Top Word Pairs in Tweet in G1:
[357] data,journalism [355] important,article [355] article,great [355] great,data [355] journalism,marshallproj [355] marshallproj,anastasiajourno [355] anastasiajourno,weihua_li1 [355] weihua_li1,way [355] way,police [354] equalityalec,important Top Word Pairs in Tweet in G2:
[322] data,journalism [315] compelling,data [314] lewis_goodall,compelling [7] more,shocking [7] shocking,surprising [7] surprising,stuff [7] stuff,doyen [7] doyen,data [6] proftimbale,more Top Word Pairs in Tweet in G3:
[73] djnf,summer [73] summer,internship [57] data,journalism [44] college,journalists [44] journalists,apply [44] apply,djnf [44] internship,place [44] place,100 [44] 100,interns [44] interns,newsrooms Top Word Pairs in Tweet in G4:
[272] hartz,iv [136] aktuelle,hartz [136] iv,satz [136] satz,weniger [136] weniger,wert [136] wert,satz [136] satz,2005 [136] 2005,hartz [136] iv,eingeführt [136] eingeführt,zeigt Top Word Pairs in Tweet in G5:
[128] ivy,fudging [128] fudging,university [128] university,ranking [128] ranking,data [128] data,getting [128] getting,immensely [128] immensely,more [128] more,media [128] media,attention [128] attention,entire Top Word Pairs in Tweet in G6:
[64] data,journalism [58] superb,data [58] journalism,again [58] again,jburnmurdoch [58] jburnmurdoch,see [58] see,thread [57] normanswan,superb [4] journalism,jburnmurdoch [2] excellent,data [2] jburnmurdoch,fundamental Top Word Pairs in Tweet in G7:
[22] data,journalism [6] research,data [2] department,journalism [2] journalism,studies [2] studies,research [2] journalism,symposium [2] symposium,session [2] teaching,data [2] graphic,design [2] photo,editing Top Word Pairs in Tweet in G8:
[25] houstonchron,bevdevwarrior [25] bevdevwarrior,investigative [25] investigative,journalism [25] journalism,desperately [25] desperately,needed [25] needed,personal [25] personal,medical [24] therealroserose,houstonchron [24] medical,decision [20] great,journalism Top Word Pairs in Tweet in G9:
[47] factcheck,team [47] team,hiring [47] hiring,looking [47] looking,someone [47] someone,experience [47] experience,journalism [47] journalism,similar [47] similar,field [47] field,used [46] lee_georgina,factcheck Top Word Pairs in Tweet in G10:
[18] come,work [18] work,hiring [18] hiring,data [18] data,graphics [18] graphics,journalist [18] journalist,thetimes [18] thetimes,questions [18] questions,please [18] please,dm [18] dm,#ddj Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
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 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: