The graph represents a network of 1,876 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 12:19 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 4-minute period from Monday, 21 November 2022 at 01:02 UTC to Sunday, 27 November 2022 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 : 1876
Unique Edges : 2860
Edges With Duplicates : 275
Total Edges : 3135
Number of Edge Types : 5
Retweet : 1090
MentionsInRetweet : 914
Replies to : 377
Mentions : 531
Tweet : 223
Self-Loops : 238
Reciprocated Vertex Pair Ratio : 0.0235034887991186
Reciprocated Edge Ratio : 0.0459275206315034
Connected Components : 307
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 517
Maximum Edges in a Connected Component : 1192
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.108711
Graph Density : 0.000792324093816631
Modularity : 0.857514
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,876 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-11-21 until:2022-11-28", 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, 28 November 2022 at 12:19 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 4-minute period from Monday, 21 November 2022 at 01:02 UTC to Sunday, 27 November 2022 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:2022-11-21 until:2022-11-28
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:
[501] data,journalism [84] story,data [82] pathetic,journalism [81] journalism,friends [81] question,authenticity [81] conduct,pathetic [81] authenticity,story [81] shared,know [81] know,past [81] data,shared Top Word Pairs in Tweet in G1:
[86] data,journalism [30] journalism,masterclass [28] journalists,africa [27] call,applications [24] masterclass,2022 [23] data,investigative [18] survey,2022 [17] journalism,fellowship [17] geo,journalism [16] #datajournalism,survey Top Word Pairs in Tweet in G2:
[81] data,shared [81] friends,didn [81] didn,know [81] journalism,friends [81] authenticity,story [81] conduct,pathetic [81] past,conduct [81] question,authenticity [81] ahmad_noorani,didn [81] pathetic,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:
[56] kkundrra,#karankundrra [54] ivs,guest [54] innovative,ads [54] guest,appearances [54] jailor,#lockupp [54] host,#ddj [54] different,mvs [54] ads,gave [54] accolades,evry [54] appearances,shows Top Word Pairs in Tweet in G5:
[64] data,journalism [54] propublica,hiring [54] reporter,tremendous [54] fascinating,state [54] data,reporter [54] opportunity,ambitious [54] investigative,team [54] ambitious,data [54] team,texastribune [54] journalism,fascinating Top Word Pairs in Tweet in G6:
[53] data,journalism [36] expenses,ire's [36] one,person [36] one,virtual [36] ire's,popular [36] person,rolling [36] plans,ire_nicar [36] mull,summer [36] color,cover [36] educators,color Top Word Pairs in Tweet in G7:
[53] #infographics,#ddj [51] morning,mastodon [51] shared,first [51] wheel,approach [51] #dataviz,#datavisualization [51] approach,teaching [51] first,morning [51] #datavisualization,#infographics [51] visualization,#dataviz [51] slack,channel Top Word Pairs in Tweet in G8:
[21] work,dozen [21] urban,problems [21] paid,fair [21] project,assistant [21] dozen,amazing [21] housing,urban [21] europe,looking [21] cities,come [21] assistant,freelance [21] along,#ddj Top Word Pairs in Tweet in G9:
[19] data,journalism [12] course,analyzing [12] #ddj,year [12] analyzing,presenting [12] before,thought [12] #innovation,#presentations [12] months,part [12] video,#dataviz [12] space,data [12] video,order Top Word Pairs in Tweet in G10:
[67] data,journalism [37] misinformation,#citizenscience [30] fight,misinformation [26] state,art [22] challenge,misinformation [22] journalism,fight [22] journalism,challenge [22] art,data [20] scientific,park [20] barcelona,scientific Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: