The graph represents a network of 2,110 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-09-13 until:2021-09-20", 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, 20 September 2021 at 10:21 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 8-minute period from Monday, 13 September 2021 at 00:23 UTC to Sunday, 19 September 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 : 2110
Unique Edges : 2986
Edges With Duplicates : 408
Total Edges : 3394
Number of Edge Types : 5
Replies to : 188
Retweet : 1226
Tweet : 286
Mentions : 611
MentionsInRetweet : 1083
Self-Loops : 305
Reciprocated Vertex Pair Ratio : 0.022887323943662
Reciprocated Edge Ratio : 0.044750430292599
Connected Components : 381
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 1548
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.858388
Graph Density : 0.000652810455753833
Modularity : 0.832809
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,110 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-09-13 until:2021-09-20", 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, 20 September 2021 at 10:21 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 8-minute period from Monday, 13 September 2021 at 00:23 UTC to Sunday, 19 September 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2021-09-13 until:2021-09-20
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:
[573] data,journalism [138] job,alert [110] data,journalist [82] data,driven [81] investigative,journalism [74] decade,guardian [74] guardian,data [67] tell,stories [66] looking,data [65] numbers,tell Top Word Pairs in Tweet in G1:
[58] data,journalism [22] numbers,tell [22] tell,stories [22] stories,decade [22] decade,guardian [22] guardian,data [15] coursework,case [15] case,study [15] study,philosophy [15] philosophy,assignment Top Word Pairs in Tweet in G2:
[32] data,journalism [28] same,way [28] way,wikileaks [28] wikileaks,drove [28] drove,data [28] journalism,investigative [28] investigative,journalism [28] journalism,authentic [28] authentic,doc [28] doc,evidence Top Word Pairs in Tweet in G3:
[42] social,media [42] #ddj,#dataviz [39] #ddj,#btw21 [38] würde,bundestag [38] bundestag,aussehen [38] bestehen,würde [38] #ddj,mehr [34] zeigen,social [34] media,wahlkampf [34] wahlkampf,allen Top Word Pairs in Tweet in G4:
[55] data,journalism [25] #ddj,job [22] data,journalist [20] journalism,job [20] job,opportunity [20] opportunity,team [20] team,expanding [20] expanding,lookout [20] lookout,early [20] early,career Top Word Pairs in Tweet in G5:
[59] job,alert [57] alert,hiring [57] hiring,data [57] data,scientist [57] scientist,bbcnews [57] bbcnews,holding [57] holding,zoom [57] zoom,4pm [57] 4pm,monday [57] monday,anyone Top Word Pairs in Tweet in G6:
[64] job,alert [64] alert,looking [64] looking,data [64] data,journalist [64] journalist,based [64] based,nairobi [64] nairobi,join [64] join,digital [64] digital,innovation [64] innovation,team Top Word Pairs in Tweet in G7:
[59] mean,wonder [59] wonder,destroyed [59] destroyed,journalism [59] journalism,love [59] love,macedonians [59] macedonians,much [59] much,anyone [59] anyone,mother [59] mother,theresa [59] theresa,skopje Top Word Pairs in Tweet in G8:
[18] c_endt,elena_erdmann [16] die,hospitalisierungsrate [14] mehr,#corona [14] #corona,patienten [14] patienten,offiziell [14] offiziell,ausgewiesen [14] ausgewiesen,lokale [14] lokale,recherche [14] recherche,bestätigt [14] bestätigt,berichte Top Word Pairs in Tweet in G9:
[16] 10,#ddj [14] топ,10 [14] #ddj,gijn [14] рус,co [12] data,journalism [11] в,топ [10] gijn,рус [8] co,ik9gj5nkpx [7] covid,19 [7] 19,conspiracies Top Word Pairs in Tweet in G10:
[65] data,journalism [14] make,sure [14] sure,reporters [14] reporters,spinning [14] spinning,wheels [14] wheels,data [14] data,projects [14] projects,join [14] join,j_la28 [14] j_la28,maudbeelman Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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 G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: