The graph represents a network of 8,560 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2022-07-18", 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 Tuesday, 19 July 2022 at 10:34 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 39-minute period from Saturday, 09 July 2022 at 10:02 UTC to Sunday, 17 July 2022 at 21:41 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 : 8560
Unique Edges : 13070
Edges With Duplicates : 5884
Total Edges : 18954
Number of Edge Types : 5
Retweet : 12182
MentionsInRetweet : 5101
Replies to : 460
Mentions : 762
Tweet : 449
Self-Loops : 473
Reciprocated Vertex Pair Ratio : 0.00550833049982999
Reciprocated Edge Ratio : 0.0109563100229947
Connected Components : 345
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 4928
Maximum Edges in a Connected Component : 11266
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.22263
Graph Density : 0.000201815217735498
Modularity : 0.564521
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,560 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2022-07-18", 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 Tuesday, 19 July 2022 at 10:34 UTC.
The tweets in the network were tweeted over the 8-day, 11-hour, 39-minute period from Saturday, 09 July 2022 at 10:02 UTC to Sunday, 17 July 2022 at 21:41 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) until:2022-07-18
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:
[4314] data,driven [4259] incredible,journalism [4259] journalism,decide [4259] decide,conclusion [4259] conclusion,recruit [4259] recruit,people [4259] people,support [4259] support,contrarian [4259] contrarian,viewpoint [4259] viewpoint,shoehorn Top Word Pairs in Tweet in G1:
[4254] incredible,journalism [4254] journalism,decide [4254] decide,conclusion [4254] conclusion,recruit [4254] recruit,people [4254] people,support [4254] support,contrarian [4254] contrarian,viewpoint [4254] viewpoint,shoehorn [4254] shoehorn,random Top Word Pairs in Tweet in G2:
[3699] #ddjwithkaran,#ddj [3438] #ddj,#dancedeewanejuniors [3156] #karankundrra,#tejasswiprakash [3047] #tejasswiprakash,#tejran [2949] #dancedeewanejuniors,#karankundrra [2835] colors,voot [2835] voot,#ddjwithkaran [589] #ddj,#tejran [588] #tejran,#karankundrra [552] grand,finale Top Word Pairs in Tweet in G3:
[212] data,journalism [56] top,10 [44] journalism,top [39] rise,data [37] really,chuffed [37] chuffed,one [37] one,immensely [37] immensely,grateful [37] grateful,brilliant [37] brilliant,very Top Word Pairs in Tweet in G4:
[128] #tejran,#tejatroops [109] #tejasswiprakash,#simbanagpal [108] #tejatroops,#naagin6 [95] #ddj,#tejran [82] #rishabhgujral,#pratha [82] #pratha,twinning [82] twinning,#ddj [82] #ddj,set [82] set,#prarish [82] #prarish,lovers Top Word Pairs in Tweet in G5:
[145] family,doctors [145] doctors,cause [145] cause,overcrowding [145] overcrowding,known [145] known,forever [145] forever,ask [145] ask,doctors [145] doctors,sloppy [145] sloppy,journalism [145] journalism,without Top Word Pairs in Tweet in G6:
[26] data,journalism [7] data,driven [7] ন,য [6] big,data [6] র,ন [6] য,দ [6] ড,ট [6] #ddjwithkaran,#ddjwithtejran [6] #ddjwithtejran,#ddj [5] investigative,journalism Top Word Pairs in Tweet in G7:
[60] 79th,anniversary [60] anniversary,offering [60] offering,scholarships [60] scholarships,chris [60] chris,bovel [60] bovel,computer [60] computer,science [60] science,data [60] data,science [60] science,derrick Top Word Pairs in Tweet in G8:
[35] kommt,#hitzewelle [31] die,erderwärmung [31] erderwärmung,macht [31] macht,deutschland [31] deutschland,2050 [31] 2050,anderes [31] anderes,land [31] grafiken,#ddj [27] interaktives,tool [25] verändert,klima Top Word Pairs in Tweet in G9:
[24] uk,folks [24] folks,financial [24] financial,times [24] times,looking [24] looking,hire [24] hire,data [24] data,journalist [24] journalist,desirable [24] desirable,skills [24] skills,include Top Word Pairs in Tweet in G10:
[12] scicar,konferenz [12] konferenz,ende [12] ende,august [12] august,dortmund [12] dortmund,könnt [12] könnt,anmelden [12] anmelden,freuen [12] freuen,die [12] die,keynotes [12] keynotes,violapriesemann 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G8:
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: