The graph represents a network of 2,249 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-01-04 until:2021-01-11", 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, 11 January 2021 at 09:16 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 20-minute period from Monday, 04 January 2021 at 02:00 UTC to Sunday, 10 January 2021 at 22:20 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 : 2249
Unique Edges : 3075
Edges With Duplicates : 435
Total Edges : 3510
Number of Edge Types : 5
Retweet : 1199
Tweet : 289
Replies to : 279
MentionsInRetweet : 1003
Mentions : 740
Self-Loops : 304
Reciprocated Vertex Pair Ratio : 0.0179904955872369
Reciprocated Edge Ratio : 0.0353451150383461
Connected Components : 375
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 781
Maximum Edges in a Connected Component : 1500
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.133678
Graph Density : 0.000593185741705685
Modularity : 0.83005
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,249 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2021-01-04 until:2021-01-11", 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, 11 January 2021 at 09:16 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 20-minute period from Monday, 04 January 2021 at 02:00 UTC to Sunday, 10 January 2021 at 22:20 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:2021-01-04 until:2021-01-11
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:
[323] data,journalism [228] scientific,enquiry [228] enquiry,journalism [228] journalism,open [228] open,debate [228] debate,closed [228] closed,forever [228] forever,beg [228] beg,unnamable [228] unnamable,university Top Word Pairs in Tweet in G1:
[227] scientific,enquiry [227] enquiry,journalism [227] journalism,open [227] open,debate [227] debate,closed [227] closed,forever [227] forever,beg [227] beg,unnamable [227] unnamable,university [227] university,allow Top Word Pairs in Tweet in G2:
[31] #ddj,#dataviz [31] top,10 [20] 10,#ddj [18] data,journalism [16] bloomberg,istanbul [16] istanbul,ofisinde [16] ofisinde,12 [16] 12,haftalık [16] haftalık,#staj [16] #staj,imkanı Top Word Pairs in Tweet in G3:
[33] data,journalism [12] four,week [7] journalism,data [7] investigative,journalism [7] week,online [6] online,course [5] data,driven [5] driven,journalism [5] data,analytics [4] covid,19 Top Word Pairs in Tweet in G4:
[64] data,journalism [38] around,world [33] feb,2021 [27] 2021,training [27] training,opportunities [27] opportunities,newsroom [27] newsroom,thinking [27] thinking,incorporating [27] incorporating,data [27] journalism,operations Top Word Pairs in Tweet in G5:
[57] another,fraud [57] fraud,iba [57] iba,door [57] door,step [57] step,banking [57] banking,started [57] started,chairmaniba [57] chairmaniba,psbs [57] psbs,owned [57] owned,chinese Top Word Pairs in Tweet in G6:
[5] data,journalism [2] excellent,data Top Word Pairs in Tweet in G7:
[30] #e2d3,#excel [30] #excel,add [30] add,#dataviz [30] #dataviz,excel [30] excel,#d3js [30] #d3js,#github [30] #github,#data [30] #data,#datavizualization [30] #datavizualization,#javascript [30] #javascript,#json Top Word Pairs in Tweet in G8:
[24] data,gt [21] data,science [16] pattern,gt [16] gt,arrive [16] arrive,conclusion [16] conclusion,gt [16] gt,publish [10] happy,year [10] year,scientists [10] scientists,climatecentral Top Word Pairs in Tweet in G9:
[10] pointed,previously [10] act,journalist [10] journalist,reporting [10] reporting,truth [10] shoddy,journalism [10] journalism,best [10] best,intentionally [10] intentionally,misleading [10] misleading,worst [9] misrepresented,data Top Word Pairs in Tweet in G10:
[105] data,gt [70] pattern,gt [70] gt,arrive [70] arrive,conclusion [70] conclusion,gt [70] gt,publish [35] science,observe [35] observe,pattern [35] gt,collect [35] collect,data Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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 G1:
Top Mentioned in G2:
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 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: