The graph represents a network of 1,343 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 10:56 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 31-minute period from Monday, 30 January 2023 at 00:00 UTC to Sunday, 05 February 2023 at 23:32 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 : 1343
Unique Edges : 1652
Edges With Duplicates : 354
Total Edges : 2006
Number of Edge Types : 5
Replies to : 146
Retweet : 635
Tweet : 242
Mentions : 442
MentionsInRetweet : 541
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.0316742081447964
Reciprocated Edge Ratio : 0.0614035087719298
Connected Components : 312
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 371
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.121888
Graph Density : 0.000885532201524048
Modularity : 0.790285
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,343 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-01-30 until:2023-02-06", 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, 06 February 2023 at 10:56 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 31-minute period from Monday, 30 January 2023 at 00:00 UTC to Sunday, 05 February 2023 at 23:32 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:2023-01-30 until:2023-02-06
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:
[315] data,journalism [88] journalism,without [88] washing,cyber [88] without,journalists [88] discussing,unregulated [88] cyber,bullying [88] security,privacy [88] unregulated,ai [88] minister,office [88] met,bc Top Word Pairs in Tweet in G1:
[19] top,10 [18] рус,co [18] gijn,рус [18] топ,10 [18] в,топ [18] #ddj,gijn [16] data,ask [16] investigative,journalism [16] using,academic [16] whether,findings Top Word Pairs in Tweet in G2:
[35] data,journalism [12] data,comes [11] comes,huge [11] journalism,driven [11] fearless,journalism [11] balanced,fearless [11] driven,data [10] opinions,balanced [10] financial,costs [10] huge,financial Top Word Pairs in Tweet in G3:
[88] unregulated,ai [88] copyright,infringement [88] culture,washing [88] phew,#createdontscrape [88] journalism,without [88] bullying,journalism [88] industry,data [88] cyber,bullying [88] journalists,phew [88] identity,theft Top Word Pairs in Tweet in G4:
[27] scientific,method [25] work,journalism [25] journalism,trust [25] dead,long [25] move,beyond [25] live,limitations [25] show,work [25] themarkup,built [25] lesson,objectivity [25] long,live Top Word Pairs in Tweet in G5:
[5] pattikimble,valkyrry [5] journalism,learn [5] carmenmestiza_7,co_rapunzel4 [5] mariej19,carmenmestiza_7 [5] restlessnews,agavecorn [5] neliswa_neli83s,chawksrun [5] learn,thing [5] itridpm,neliswa_neli83s [5] dick_pics_time,andthatsafactj1 [5] yazzyqz,itridpm Top Word Pairs in Tweet in G6:
[32] из,за [32] война,и [32] путиным,война [32] введенные,из [32] санкции,против [32] этом,треде [32] развязанная,путиным [32] коренных,малочисленных [32] этого,санкции [32] вопрос,в Top Word Pairs in Tweet in G7:
[5] citizen,journalism [4] data,pfizer [4] whether,balloons [4] government,msm [4] importance,citizen [4] seeking,security [4] government,lacks [4] constantly,see [4] hide,hope [4] journalism,disseminate Top Word Pairs in Tweet in G8:
[12] letter,santa [12] turbine,failures [12] world,photos [12] details,admission [12] photos,turbine [12] half,million [12] isn,journalism [12] business,half [12] wind,turbines [12] santa,claus Top Word Pairs in Tweet in G9:
[7] data,journalism [5] calling,media [5] impact,online [5] reach,plc [5] media,female [5] gathering,necessary [5] uk,women [5] ma,data [5] industry,participation [5] female,professionals Top Word Pairs in Tweet in G10:
[13] news,organisations [12] training,videos [10] journalist's,toolbox [8] huge,share [8] organisations,please [8] more,journalist's [8] fact,checking [8] #data,#socialmedia [8] #journalism,#demographics [8] share,readers Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
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: