The graph represents a network of 1,711 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, 16 August 2021 at 15:52 UTC.
The requested start date was Monday, 16 August 2021 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 6-day, 23-hour, 26-minute period from Monday, 09 August 2021 at 00:05 UTC to Sunday, 15 August 2021 at 23:32 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 : 1711
Unique Edges : 1191
Edges With Duplicates : 1710
Total Edges : 2901
Number of Edge Types : 5
Retweet : 767
MentionsInRetweet : 1156
Mentions : 503
Replies to : 175
Tweet : 300
Self-Loops : 319
Reciprocated Vertex Pair Ratio : 0.0274853801169591
Reciprocated Edge Ratio : 0.0535002845759818
Connected Components : 409
Single-Vertex Connected Components : 146
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 505
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.733956
Graph Density : 0.000600517463540011
Modularity : 0.621202
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,711 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, 16 August 2021 at 15:52 UTC.
The requested start date was Monday, 16 August 2021 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 6-day, 23-hour, 26-minute period from Monday, 09 August 2021 at 00:05 UTC to Sunday, 15 August 2021 at 23:32 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:
[431] data,journalism [149] employment,data [148] politicians,manipulated [148] manipulated,employment [147] journalism,disgraceful [97] investigative,journalism [84] grhutchens,politicians [44] journalism,job [44] local,news [43] body,data Top Word Pairs in Tweet in G1:
[65] data,journalism [30] politicians,manipulated [30] manipulated,employment [30] employment,data [30] journalism,disgraceful [22] independent,journalism [21] raw,story [21] story,celebrating [21] celebrating,17 [21] 17,years Top Word Pairs in Tweet in G2:
[88] employment,data [88] data,journalism [87] politicians,manipulated [87] manipulated,employment [87] journalism,disgraceful [84] grhutchens,politicians Top Word Pairs in Tweet in G3:
[28] investigative,journalism [20] open,software [20] software,great [20] great,potential [20] potential,investigative [20] journalism,allows [20] allows,explore [20] explore,databases [20] databases,never [20] never,before Top Word Pairs in Tweet in G4:
[48] data,journalism [37] journalism,job [37] job,alert [37] alert,working [37] working,data [37] data,passion [37] passion,local [37] local,news [37] news,tell [36] england_rob_,data Top Word Pairs in Tweet in G5:
[2] sassygirld1,thatsnotmine125 [2] thatsnotmine125,jsaholmes [2] jsaholmes,biovisionary [2] biovisionary,kayvonpaul [2] kayvonpaul,barryjohnreid21 [2] barryjohnreid21,jhan2qt [2] jhan2qt,nycweatherrepor [2] nycweatherrepor,burgerlab12 Top Word Pairs in Tweet in G6:
[43] body,data [43] data,100000 [43] 100000,nepal [43] nepal,forum [43] forum,environmental [43] environmental,journalists [43] journalists,92641 [43] 92641,centre [43] centre,investigative [43] investigative,journalism Top Word Pairs in Tweet in G7:
[17] data,journalism [6] latest,drones [6] drones,data [6] journalism,read [6] read,#journalists [6] #journalists,interested [6] interested,#civictech [6] #civictech,#datajournalism [6] #datajournalism,#drones [6] #datajournalism,effective Top Word Pairs in Tweet in G8:
[24] data,journalism [20] journalism,podcast [19] smfrogers,albertocairo [18] joined,smfrogers [18] albertocairo,data [18] podcast,talk [17] talk,2020 [10] 2020,census [10] census,data [10] data,co Top Word Pairs in Tweet in G9:
[30] public,relations [30] relations,industry [30] industry,booming [30] booming,pr [30] pr,specialists [30] specialists,outnumber [30] outnumber,journalists [30] journalists,more [30] more,according [29] reesedunklin,public Top Word Pairs in Tweet in G10:
[18] data,journalism [7] data,analysis [7] nice,receive [7] receive,award [7] award,mention [7] mention,data [7] journalism,series [7] series,'forest [7] 'forest,trackers' [7] trackers',sejorg Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: