The graph represents a network of 1,461 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-16 until:2023-01-23", 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, 23 January 2023 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 59-minute period from Monday, 16 January 2023 at 01:00 UTC to Sunday, 22 January 2023 at 23:00 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 : 1461
Unique Edges : 1996
Edges With Duplicates : 502
Total Edges : 2498
Number of Edge Types : 5
Retweet : 800
Tweet : 241
Replies to : 196
Mentions : 432
MentionsInRetweet : 829
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.0258097165991903
Reciprocated Edge Ratio : 0.0503206709422792
Connected Components : 273
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 393
Maximum Edges in a Connected Component : 938
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.122443
Graph Density : 0.00095027800436931
Modularity : 0.787404
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,461 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-16 until:2023-01-23", 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, 23 January 2023 at 11:44 UTC.
The tweets in the network were tweeted over the 6-day, 21-hour, 59-minute period from Monday, 16 January 2023 at 01:00 UTC to Sunday, 22 January 2023 at 23:00 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:2023-01-16 until:2023-01-23
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:
[374] data,journalism [86] journalism,team [78] online,database [78] lucrative,training [78] servsafe,food [78] lobby,many [78] team,restaurant [78] many,workers [78] owe,huge [78] training,data Top Word Pairs in Tweet in G1:
[56] data,journalism [16] data,techniques [16] #datajournalism,grants [13] top,10 [12] cutting,edge [12] caste,discrimination [12] state,lines [12] curious,data [12] virtual,still [12] collaboration,newsrooms Top Word Pairs in Tweet in G2:
[55] третье,изнасилование [55] genproc,дата [55] впервые,опубликованные [55] istories_media,их [55] убийство,и [55] семьи,об [55] происходит,внутри [55] изучил,коротко [55] выводах,в [55] каждое,третье Top Word Pairs in Tweet in G3:
[78] taken,lucrative [78] training,data [78] answer,anyway [78] handler,certifications [78] workers,taken [78] huge,debt [78] anyway,scraping [78] folks,found [78] nytimes,data [78] database,servsafe Top Word Pairs in Tweet in G4:
[39] data,comes [39] driven,data [38] comes,huge [38] journalism,driven [36] huge,financial [34] financial,costs [34] fearless,journalism [33] balanced,fearless [32] media,platform [32] costs,media Top Word Pairs in Tweet in G5:
[25] news,audiences [24] blind,news [24] behind,data [24] left,behind [24] revolution,here's [24] audiences,being [24] being,left [19] data,visualisation [17] here's,fix [17] reuters,institute Top Word Pairs in Tweet in G6:
[17] citizen,journalism [5] glennbeck,shellenbergermd [4] forum,davos [4] world,economic [4] economic,forum [3] vital,future [3] journalism,schools [3] elonmusk,glennbeck [3] social,media [3] shellenbergermd,citizen Top Word Pairs in Tweet in G7:
[32] data,journalism [15] jan,19 [15] submit,best [14] cash,prize [13] work,sigmaawards [13] best,data [10] 19,000 [10] prize,split [10] 000,cash [10] #ddj,projects Top Word Pairs in Tweet in G8:
[24] data,journalism [20] ecosystem,#rstats [20] #datajournlism,#datascience [20] language,data [20] journalism,guess [20] programming,language [20] #rstats,#ddj [20] guess,largely [20] #ddj,#datajournlism [20] thanks,rstudio Top Word Pairs in Tweet in G9:
[27] intrigued,called [27] called,latest [27] rajeswariaiyer,reminds [27] felt,intrigued [27] surveys,data [27] #leftliberals,journalism [27] effortlessly,put [27] newsrooms,reports [27] always,felt [27] convenient,conclusions Top Word Pairs in Tweet in G10:
[10] 118,uk [10] chancellors,118 [10] #ucu,#ddj [10] timeshighered,enjoy [10] enjoy,#vcpay [10] manually,collated [10] 2021,22 [10] #universities,institutions [10] #vcpay,#ucu [10] institutions,timeshighered Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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 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: