The graph represents a network of 1,932 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, 28 November 2022 at 17:32 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 33-minute period from Monday, 21 November 2022 at 01:02 UTC to Monday, 28 November 2022 at 00:36 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 : 1932
Unique Edges : 1548
Edges With Duplicates : 2409
Total Edges : 3957
Number of Edge Types : 5
Retweet : 1125
MentionsInRetweet : 1887
Replies to : 176
Mentions : 544
Tweet : 225
Self-Loops : 239
Reciprocated Vertex Pair Ratio : 0.023265306122449
Reciprocated Edge Ratio : 0.0454726765057838
Connected Components : 312
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 532
Maximum Edges in a Connected Component : 1467
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.222163
Graph Density : 0.000671993292397228
Modularity : 0.620215
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,932 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, 28 November 2022 at 17:32 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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, 33-minute period from Monday, 21 November 2022 at 01:02 UTC to Monday, 28 November 2022 at 00:36 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:
[342] data,journalism [83] pathetic,journalism [82] journalism,friends [82] conduct,pathetic [82] know,past [82] didn,know [82] friends,didn [82] past,conduct [82] ahmad_noorani,didn [81] mashwaniazhar,ahmad_noorani Top Word Pairs in Tweet in G1:
[91] data,journalism [29] journalism,masterclass [27] call,applications [24] masterclass,2022 [18] survey,2022 [18] state,#datajournalism [16] gijnafrica,call [16] #datajournalism,survey [15] eligibility,journalists [15] 2022,still Top Word Pairs in Tweet in G2:
[82] friends,didn [82] didn,know [82] journalism,friends [82] conduct,pathetic [82] past,conduct [82] ahmad_noorani,didn [82] pathetic,journalism [82] know,past [81] mashwaniazhar,ahmad_noorani [2] investigative,journalism Top Word Pairs in Tweet in G3:
[35] data,journalism [14] african,journalists [14] train,african [12] set,train [12] masterclass,2022 [12] journalism,masterclass [12] journalists,rcdij [12] rcdij,data [11] partners,set [11] google,partners Top Word Pairs in Tweet in G4:
[54] ivs,guest [54] guest,appearances [54] jailor,#lockupp [54] host,#ddj [54] different,mvs [54] served,different [54] job,jailor [54] brilliant,job [54] done,such [54] mvs,ivs Top Word Pairs in Tweet in G5:
[55] investigative,team [55] data,reporter [55] team,texastribune [55] hiring,data [55] reporter,tremendous [55] propublica,hiring [55] tremendous,opportunity [55] texastribune,propublica [54] darlacameron,investigative [12] apply,apply Top Word Pairs in Tweet in G6:
[51] morning,mastodon [51] shared,first [51] first,morning [51] slack,channel [51] blog,shared [51] albertocairo,blog [51] datavizsociety,slack [51] channel,training [51] mastodon,datavizsociety [51] training,wheel Top Word Pairs in Tweet in G7:
[37] professors,mull [37] educators,color [37] summer,plans [37] cover,nearly [37] ire_nicar,offering [37] color,cover [37] plans,ire_nicar [37] offering,fellowships [37] nearly,expenses [37] fellowships,educators Top Word Pairs in Tweet in G8:
[21] work,dozen [21] project,assistant [21] dozen,amazing [21] europe,looking [21] assistant,freelance [21] amazing,journalists [21] journalists,around [21] freelance,paid [21] around,europe [21] looking,project Top Word Pairs in Tweet in G9:
[12] course,analyzing [12] #ddj,year [12] analyzing,presenting [12] months,part [12] video,#dataviz [12] space,data [12] fresh,eyes [12] marshallproj,news [12] spent,10 [12] seeing,fresh Top Word Pairs in Tweet in G10:
[44] data,journalism [19] #newsera,event [16] #data4citscinews,data [14] state,art [14] fight,misinformation [14] citscicomm,enjoiproject [13] week,still [13] barcelona,next [13] still,few [13] seats,#data4citscinews Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: