The graph represents a network of 3,237 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-08-24 until:2020-08-31", 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, 31 August 2020 at 10:17 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 30-minute period from Monday, 24 August 2020 at 00:05 UTC to Sunday, 30 August 2020 at 23:36 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 : 3237
Unique Edges : 7180
Edges With Duplicates : 774
Total Edges : 7954
Number of Edge Types : 5
Retweet : 1954
Replies to : 300
Mentions : 1211
MentionsInRetweet : 4228
Tweet : 261
Self-Loops : 276
Reciprocated Vertex Pair Ratio : 0.015177065767285
Reciprocated Edge Ratio : 0.0299003322259136
Connected Components : 396
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 760
Maximum Edges in a Connected Component : 3070
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.838743
Graph Density : 0.000689646481714631
Modularity : 0.740248
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 3,237 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-08-24 until:2020-08-31", 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, 31 August 2020 at 10:17 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 30-minute period from Monday, 24 August 2020 at 00:05 UTC to Sunday, 30 August 2020 at 23:36 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:2020-08-24 until:2020-08-31
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[769] insult,journalism [768] journalism,case [768] case,students [768] students,presented [768] presented,wrong [768] wrong,data [768] data,neet [768] neet,jee [768] jee,shame [768] shame,#mann_ki_nahi_students_ki_baat Top Word Pairs in Tweet in G1:
[768] insult,journalism [768] journalism,case [768] case,students [768] students,presented [768] presented,wrong [768] wrong,data [768] data,neet [768] neet,jee [768] jee,shame [768] shame,#mann_ki_nahi_students_ki_baat Top Word Pairs in Tweet in G2:
[66] top,10 [62] 10,#ddj [39] data,journalism [26] jobs,jobs [26] jobs,code4africa [26] code4africa,jobs [26] jobs,three [26] three,investigative [26] investigative,analysts [26] analysts,extensive Top Word Pairs in Tweet in G3:
[419] dou,em [419] em,#ddj [115] #ddj,jornalismodados [115] jornalismodados,dou [59] 10_5_6_5,61 [59] 61,pesquisa [59] pesquisa,vai [59] vai,levar [59] levar,dados [59] dados,interessantes Top Word Pairs in Tweet in G4:
[149] data,journalism [143] today,world [143] world,barely [143] barely,livable [143] livable,hot [143] hot,zone [143] zone,2070 [143] 2070,portion [143] portion,go [143] go,19 Top Word Pairs in Tweet in G5:
[29] data,journalism [5] investigative,journalism [4] data,journalist [4] see,data [3] data,driven [3] see,more [3] google,provided [3] provided,39 [3] 39,million [3] million,more Top Word Pairs in Tweet in G6:
[71] onlyfans,news [71] news,again [71] again,perfect [71] perfect,time [71] time,remind [71] remind,everyone [71] everyone,abt [71] abt,incredible [71] incredible,piece [71] piece,sextech Top Word Pairs in Tweet in G7:
[48] data,journalism [46] led,rwells1961 [27] opportunity,students [27] beyond,excited [27] excited,share [27] share,uarkjournalism [27] uarkjournalism,soon [27] soon,taking [27] taking,lead [27] lead,arkansas Top Word Pairs in Tweet in G8:
[33] data,state [33] state,labs [33] labs,suggest [33] suggest,90 [33] 90,people [33] people,positive [33] positive,result [33] result,longer [33] longer,contagious [33] contagious,don Top Word Pairs in Tweet in G9:
[11] data,deleted [10] questions,data [7] indiatoday,shameless [7] shameless,channel [7] channel,asking [7] asking,following [7] following,questions [7] deleted,drug [7] drug,chat [7] chat,allowsed Top Word Pairs in Tweet in G10:
[33] help,congratulate [33] congratulate,comrade [33] comrade,very [33] very,good [33] good,friend [33] friend,njanjaannie [33] njanjaannie,bd_africa [33] bd_africa,bagged [33] bagged,full [33] full,scholarship Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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 G3:
Top Mentioned in G4:
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: