The graph represents a network of 1,926 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-10-18 until:2021-10-25", 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, 25 October 2021 at 15:54 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 9-minute period from Monday, 18 October 2021 at 01:07 UTC to Sunday, 24 October 2021 at 23:17 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 : 1926
Unique Edges : 2838
Edges With Duplicates : 489
Total Edges : 3327
Number of Edge Types : 5
Retweet : 1113
Tweet : 255
MentionsInRetweet : 1056
Mentions : 681
Replies to : 222
Self-Loops : 271
Reciprocated Vertex Pair Ratio : 0.027027027027027
Reciprocated Edge Ratio : 0.0526315789473684
Connected Components : 349
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 656
Maximum Edges in a Connected Component : 1521
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.870809
Graph Density : 0.000758452347237394
Modularity : 0.807814
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,926 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-10-18 until:2021-10-25", 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, 25 October 2021 at 15:54 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 9-minute period from Monday, 18 October 2021 at 01:07 UTC to Sunday, 24 October 2021 at 23:17 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:2021-10-18 until:2021-10-25
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:
[378] data,journalism [146] open,parliament [146] parliament,tv [146] tv,launch [146] launch,15 [146] #civictech,#opendata [146] #opendata,#opensource [146] #opensource,#ddj [115] #ddj,#dataviz [106] 15,monaten Top Word Pairs in Tweet in G1:
[50] top,10 [44] 10,#ddj [40] data,journalism [16] network,analysis [12] journalism,top [11] топ,10 [11] #ddj,gijn [10] в,топ [9] rise,thai [9] thai,pop Top Word Pairs in Tweet in G2:
[144] open,parliament [144] parliament,tv [144] tv,launch [144] launch,15 [144] #civictech,#opendata [144] #opendata,#opensource [144] #opensource,#ddj [105] 15,monaten [105] monaten,arbeit [105] arbeit,monatigen Top Word Pairs in Tweet in G3:
[39] data,journalism [4] data,protection [4] journalism,handbook [4] investigative,journalism [4] computer,science [3] journalism,data [3] data,analysis [3] guarantee,top [3] top,grades [3] grades,pay Top Word Pairs in Tweet in G4:
[39] #ddj,#election2021 [36] municipality,near [36] near,collapse [36] collapse,project [36] project,we've [36] we've,working [36] working,great [36] great,team [36] team,collaborators [36] collaborators,thrilled Top Word Pairs in Tweet in G5:
[84] die,#cumex [84] #cumex,milliarden [84] milliarden,besser [84] besser,investiert [84] investiert,gewesen [84] gewesen,schöne [84] schöne,aufbereitung [84] aufbereitung,correctiv_org [84] correctiv_org,#ddj [84] #ddj,#dataviz Top Word Pairs in Tweet in G6:
[73] big,tech [73] tech,data [73] data,privacy [43] tiny,foundation [43] foundation,fellowships [43] fellowships,investigative [43] investigative,journalism [41] government,accountability [40] privacy,government [38] interested,stories Top Word Pairs in Tweet in G7:
[23] data,journalism [17] top,10 [17] 10,#ddj [15] duncanand,spoke [15] don,miss [14] live,pirhoo [14] icijorg,used [14] used,technology [14] technology,coordinate [14] coordinate,worldwide Top Word Pairs in Tweet in G8:
[100] week,gap [50] saliltripathi,pfizer [50] pfizer,vaccine [50] vaccine,used [50] used,week [50] gap,between [50] between,doses [50] doses,whereas [50] whereas,covishield [50] covishield,india Top Word Pairs in Tweet in G9:
[38] center,health [38] health,journalism [37] 2021,data [36] data,fellow [31] usc,annenberg [31] annenberg,center [29] personal,news [29] news,usc [29] journalism,2021 [29] fellow,honored Top Word Pairs in Tweet in G10:
[23] help,amplify [23] amplify,voices [23] voices,africa [23] africa,code4africa [23] code4africa,whomakesthenews [23] whomakesthenews,offering [23] offering,fellowships [23] fellowships,women [23] women,data [23] data,journalists Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: