The graph represents a network of 1,692 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-29 until:2021-12-06", 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, 06 December 2021 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 47-minute period from Monday, 29 November 2021 at 00:42 UTC to Sunday, 05 December 2021 at 23:30 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 : 1692
Unique Edges : 2393
Edges With Duplicates : 365
Total Edges : 2758
Number of Edge Types : 5
Replies to : 155
Mentions : 605
Retweet : 824
MentionsInRetweet : 858
Tweet : 316
Self-Loops : 336
Reciprocated Vertex Pair Ratio : 0.0351826792963464
Reciprocated Edge Ratio : 0.0679738562091503
Connected Components : 355
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 405
Maximum Edges in a Connected Component : 1043
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.480843
Graph Density : 0.000802118851994917
Modularity : 0.798746
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,692 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-11-29 until:2021-12-06", 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, 06 December 2021 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 47-minute period from Monday, 29 November 2021 at 00:42 UTC to Sunday, 05 December 2021 at 23:30 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:2021-11-29 until:2021-12-06
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:
[417] data,journalism [86] nearly,two [86] data,available [83] whole,numbers [83] numbers,half [83] half,truths [83] truths,data [83] journalism,pioneer [83] pioneer,rukmini [83] rukmini,draws Top Word Pairs in Tweet in G1:
[38] data,journalism [29] top,10 [25] #ddj,#dataviz [23] 10,#ddj [23] #datajournalism,#ddj [18] co,wtphaij8qm [15] ve,missed [15] missed,#gijc21 [15] #gijc21,conference [15] conference,don Top Word Pairs in Tweet in G2:
[41] data,journalism [12] computer,science [11] guarantee,top [11] top,grades [11] pay,essays [11] essays,due [11] philosophy,assignment [11] assignment,research [11] research,paper [11] paper,paper Top Word Pairs in Tweet in G3:
[89] data,journalism [83] whole,numbers [83] numbers,half [83] half,truths [83] truths,data [83] journalism,pioneer [83] pioneer,rukmini [83] rukmini,draws [83] draws,nearly [83] nearly,two Top Word Pairs in Tweet in G4:
[52] data,journalism [19] shared,data [19] data,unit [19] local,news [18] journalists,working [15] first,training [15] journalism,open [15] news,partners [15] head,data [12] #bcujournos,#ddj Top Word Pairs in Tweet in G6:
[27] data,journalism [12] role,data [12] financial,sustainability [12] sustainability,quality [12] quality,journalism [9] use,data [9] interested,data [9] journalism,africa [9] africa,subscribe [9] subscribe,newsletter Top Word Pairs in Tweet in G7:
[4] hindu,mob [2] guardian,public [2] public,place [2] place,become [2] become,'muslim [2] 'muslim,sites' [2] sites',usual [2] usual,yellow [2] yellow,journalism [2] journalism,guardian Top Word Pairs in Tweet in G8:
[28] keep,complaining [28] complaining,abt [28] abt,leli [28] leli,ecosystem [28] ecosystem,until [28] until,unless [28] unless,bjp [28] bjp,doesnt [28] doesnt,give [28] give,institutional Top Word Pairs in Tweet in G9:
[10] covid,data [7] data,journalism [5] obsessive,covid [5] data,consumers [5] consumers,obsessively [5] obsessively,consumed [5] consumed,jburnmurdoch [5] jburnmurdoch,data [5] journalism,throughout [5] throughout,pandemic Top Word Pairs in Tweet in G10:
[23] strange,one [23] one,single [23] single,msm [23] msm,journalist [23] journalist,mentioned [23] mentioned,backlog [23] backlog,cases [23] cases,being [23] being,included [23] included,recent Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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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 G9:
Top Tweeters in G10: