The graph represents a network of 2,435 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-05-24 until:2021-05-31", 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, 31 May 2021 at 11:42 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 15-minute period from Monday, 24 May 2021 at 00:50 UTC to Sunday, 30 May 2021 at 23:06 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 : 2435
Unique Edges : 4437
Edges With Duplicates : 815
Total Edges : 5252
Number of Edge Types : 5
Retweet : 1512
MentionsInRetweet : 2239
Replies to : 213
Mentions : 991
Tweet : 297
Self-Loops : 325
Reciprocated Vertex Pair Ratio : 0.0335400872961176
Reciprocated Edge Ratio : 0.0649033118470771
Connected Components : 343
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1086
Maximum Edges in a Connected Component : 3415
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.654394
Graph Density : 0.000759095564378019
Modularity : 0.79837
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,435 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-05-24 until:2021-05-31", 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, 31 May 2021 at 11:42 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 15-minute period from Monday, 24 May 2021 at 00:50 UTC to Sunday, 30 May 2021 at 23:06 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:2021-05-24 until:2021-05-31
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:
[820] data,journalism [119] data,more [119] latest,ajenglish [119] ajenglish,ajlabs [119] ajlabs,#ddj [118] #ddj,data [117] 068,people [117] people,killed [117] killed,police [117] police,death Top Word Pairs in Tweet in G1:
[96] data,journalism [44] top,10 [43] 10,#ddj [38] right,datasets [34] use,next [34] next,investigation [31] cover,war [31] war,conflict [31] data,driven [28] identify,right Top Word Pairs in Tweet in G2:
[106] data,journalism [34] graphics,journalist [25] visual,storytelling [25] storytelling,team [19] nyc,data [19] journalism,job [19] job,come [19] come,work [19] work,ftdata's [19] ftdata's,visual Top Word Pairs in Tweet in G3:
[118] latest,ajenglish [118] ajenglish,ajlabs [118] ajlabs,#ddj [116] 068,people [116] people,killed [116] killed,police [116] police,death [116] death,#georgefloyd [116] #georgefloyd,year [116] year,ago Top Word Pairs in Tweet in G4:
[89] data,journalism [34] analysis,visualization [24] online,course [24] strategic,communications [21] still,time [21] data,analysis [20] register,today [19] starts,tomorrow [18] course,starts [16] hands,data Top Word Pairs in Tweet in G5:
[47] data,journalism [5] journalism,network [4] data,analysis [4] journalism,pioneers [3] data,reporter [3] global,investigative [3] investigative,journalism [3] data,science [3] actual,data [3] data,driven Top Word Pairs in Tweet in G6:
[127] data,journalism [37] fvjones,mckiedavid [27] summer,school [27] school,data [23] 2021,king [23] king,summer [21] caj,members [21] tom_cardoso,kenyonwallace [21] kenyonwallace,druvsareen [21] druvsareen,annabelleblais Top Word Pairs in Tweet in G7:
[21] piece,newhumanitarian [21] newhumanitarian,south [21] south,africa's [21] africa's,vaccine [21] vaccine,rollout [21] rollout,testament [21] testament,collaboration [21] collaboration,journalism [21] journalism,achieve [21] achieve,data Top Word Pairs in Tweet in G8:
[37] data,journalism [18] india,group [14] tomorrow,11 [13] data,reporting [12] indian,journalists [11] tried,incorporating [11] incorporating,data [11] reporting,found [11] found,intimidating [11] intimidating,boring Top Word Pairs in Tweet in G9:
[62] twitter,normally [62] normally,suspends [62] suspends,user [62] user,accounts [62] accounts,suspecting [62] suspecting,manupilated [62] manupilated,data [62] data,trying [62] trying,fabricate [62] fabricate,inquiry Top Word Pairs in Tweet in G10:
[45] #maps,#rstats [45] #datascience,#dataviz [41] #dataviz,#data [41] #data,#ddj [40] map,reading [40] reading,week [40] week,mapped [40] mapped,people [40] people,europe [40] europe,never Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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:
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: