The graph represents a network of 1,776 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-09 until:2023-01-16", 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, 16 January 2023 at 12:16 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 27-minute period from Monday, 09 January 2023 at 01:07 UTC to Sunday, 15 January 2023 at 23:35 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 : 1776
Unique Edges : 2813
Edges With Duplicates : 957
Total Edges : 3770
Number of Edge Types : 5
Replies to : 149
Retweet : 1103
MentionsInRetweet : 1748
Mentions : 552
Tweet : 218
Self-Loops : 226
Reciprocated Vertex Pair Ratio : 0.010472972972973
Reciprocated Edge Ratio : 0.0207288532263457
Connected Components : 305
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 1475
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.356009
Graph Density : 0.000948800913589646
Modularity : 0.722993
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,776 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-09 until:2023-01-16", 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, 16 January 2023 at 12:16 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 27-minute period from Monday, 09 January 2023 at 01:07 UTC to Sunday, 15 January 2023 at 23:35 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:2023-01-09 until:2023-01-16
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:
[496] studies,critical [357] investigative,journalism [277] data,journalism [250] journalism,apply [248] media,communications [248] ai,studies [248] four,jobs [248] professor,media [248] critical,data [248] cultural,studies Top Word Pairs in Tweet in G1:
[496] studies,critical [248] 17,feb [248] critical,race [248] apply,17 [248] media,communications [248] jobs,professor [248] professor,media [248] media,lecturer [248] cultural,studies [248] lecturer,sl Top Word Pairs in Tweet in G2:
[152] investigative,journalism [152] old,one [152] compared,old [152] cdc,concealed [152] moderna,lied [152] critical,clinical [152] 69,increase [152] journalism,cnn [152] feat,investigative [152] showed,updated Top Word Pairs in Tweet in G3:
[159] #eritreaoutoftigray,potus [159] contacted,amnesty [159] potus,secblinken [159] additional,data [159] investigative,journalism [159] ccij,contacted [159] collaborative,investigative [159] #tigraygenocide,#eritreaoutoftigray [159] eu_commission,josepborrellf [159] violence,tigray Top Word Pairs in Tweet in G4:
[56] data,journalism [15] secure,expenses [15] minority,serving [15] serving,institution [15] institution,msi [15] fellowship,learn [15] top,10 [15] journalism,awarded [15] higher,ed [15] color,apply Top Word Pairs in Tweet in G5:
[26] data,journalism [7] investigative,journalism [5] science,investigative [5] sky,news [5] journalism,two [5] two,fields [5] fields,one [5] goal,similar [5] one,goal [4] data,science Top Word Pairs in Tweet in G6:
[82] gen,bajwa [81] bolnetwork,shahid [81] fia,lahore [81] aslam,arrested [81] condemnable,journalism [81] inquiry,pertaining [81] lahore,ongoing [81] leak,linked [81] journalism,crime [81] arrest,shahidaslam87 Top Word Pairs in Tweet in G7:
[38] data,journalism [9] tips,tools [9] work,data [7] data,combating [7] media,coverage [7] coverage,work [7] videos,stories [7] material,first [7] first,hand [7] journalism,community Top Word Pairs in Tweet in G8:
[36] globalbc,cbcnewsbc [31] along,stellar [31] foi,request [31] follow,continue [31] journalism,took [31] faces,knew [31] dbh,cheerleaders [31] trusted,globalbc [31] truth,people [31] ndp,truth Top Word Pairs in Tweet in G9:
[11] data,journalism [7] latest,#opendata [7] nhs,rightly [7] tracking,performance [7] find,auto [7] auto,updated [7] ma,data [7] whole,series [7] rightly,news [7] #opendata,#ddj Top Word Pairs in Tweet in G10:
[22] senior,level [22] edit,data [22] editor,hirable [22] experience,write [22] hiring,writer [22] used,job [22] former,journalists [22] write,edit [22] fantastic,job [22] know,used Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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: