The graph represents a network of 3,199 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 Wednesday, 21 September 2022 at 13:55 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 43-minute period from Monday, 12 September 2022 at 08:43 UTC to Wednesday, 21 September 2022 at 13:27 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 : 3278
Unique Edges : 5355
Edges With Duplicates : 2808
Total Edges : 8163
Number of Edge Types : 5
Mentions : 2379
Replies to : 525
Tweet : 655
Retweet : 2333
MentionsInRetweet : 2271
Self-Loops : 662
Reciprocated Vertex Pair Ratio : 0.0332904175096561
Reciprocated Edge Ratio : 0.064435742257031
Connected Components : 338
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 1830
Maximum Edges in a Connected Component : 5338
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.396158
Graph Density : 0.000522993563771981
Modularity : 0.631647
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,199 Twitter users whose recent tweets contained "#ddj OR (data journalism)", 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 Wednesday, 21 September 2022 at 13:55 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 43-minute period from Monday, 12 September 2022 at 08:43 UTC to Wednesday, 21 September 2022 at 13:27 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)
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:
[1326] data,journalism [404] hartz,iv [342] compelling,data [341] great,data [340] important,article [340] article,great [340] journalism,marshallproj [340] marshallproj,anastasiajourno [340] anastasiajourno,weihua_li1 [340] weihua_li1,way Top Word Pairs in Tweet in G1:
[127] data,journalism [91] media,data [80] social,media [79] audience,engagement [79] business,reporting [79] digital,media [75] djnf,summer [75] summer,internship [47] college,journalists [47] journalists,apply Top Word Pairs in Tweet in G2:
[340] data,journalism [336] important,article [336] article,great [336] great,data [336] journalism,marshallproj [336] marshallproj,anastasiajourno [336] anastasiajourno,weihua_li1 [336] weihua_li1,way [336] way,police [336] police,prosecutor Top Word Pairs in Tweet in G3:
[343] data,journalism [334] compelling,data [9] more,shocking [9] shocking,surprising [9] surprising,stuff [9] stuff,doyen [9] doyen,data Top Word Pairs in Tweet in G4:
[400] hartz,iv [211] #ddj,#inflation [200] aktuelle,hartz [200] iv,satz [200] satz,weniger [200] weniger,wert [200] wert,satz [200] satz,2005 [200] 2005,hartz [200] iv,eingeführt Top Word Pairs in Tweet in G5:
[126] ivy,fudging [126] fudging,university [126] university,ranking [126] ranking,data [126] data,getting [126] getting,immensely [126] immensely,more [126] more,media [126] media,attention [126] attention,entire Top Word Pairs in Tweet in G6:
[106] regularly,news [103] tiktok,growing [103] growing,source [103] source,news [103] news,share [103] share,adult [103] adult,tiktok [103] tiktok,users [103] users,regularly [103] news,risen Top Word Pairs in Tweet in G7:
[37] data,journalism [13] independent,journalism [13] rank,assistant [13] assistant,professor [13] professor,topic [12] raw,story [12] story,celebrating [12] celebrating,18 [12] 18,years [12] years,independent Top Word Pairs in Tweet in G8:
[91] data,journalism [86] superb,data [86] journalism,again [86] again,jburnmurdoch [86] jburnmurdoch,see [86] see,thread [4] prospect_clark,sjwrenlewis [4] sjwrenlewis,jburnmurdoch [4] jburnmurdoch,prospect_clark [3] wealth,fund Top Word Pairs in Tweet in G9:
[81] data,journalism [46] literacy,training [44] data,literacy [36] apply,participate [35] based,mombasa [35] skills,data [27] journalist,based [27] mombasa,interested [27] interested,gaining [27] gaining,skills Top Word Pairs in Tweet in G10:
[31] dwnews,#ddj [26] maberalv,civio [26] civio,gazeta_wyborcza [26] gazeta_wyborcza,euractivitalia [26] euractivitalia,podcrto [26] podcrto,publico [23] today,international [23] international,day [23] day,democracy [23] democracy,much Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: