The graph represents a network of 1,188 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-20 until:2023-03-27", 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, 27 March 2023 at 10:27 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 46-minute period from Monday, 20 March 2023 at 00:02 UTC to Sunday, 26 March 2023 at 23:48 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 : 1188
Unique Edges : 1617
Edges With Duplicates : 406
Total Edges : 2023
Number of Edge Types : 5
Replies to : 148
Mentions : 441
Retweet : 598
MentionsInRetweet : 646
Tweet : 190
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0.0376486129458388
Reciprocated Edge Ratio : 0.0725652450668364
Connected Components : 263
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 280
Maximum Edges in a Connected Component : 676
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.366067
Graph Density : 0.00111406113933494
Modularity : 0.752581
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,188 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-20 until:2023-03-27", 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, 27 March 2023 at 10:27 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 46-minute period from Monday, 20 March 2023 at 00:02 UTC to Sunday, 26 March 2023 at 23:48 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:2023-03-20 until:2023-03-27
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:
[344] data,journalism [115] investigative,data [102] journalism,training [65] training,journalists [63] south,west [63] west,south [63] south,south [63] journalists,south [62] zones,organised [60] south,zones Top Word Pairs in Tweet in G1:
[46] data,journalism [24] searchable,database [12] prison,systems [12] include,summaries [12] database,books [12] country,last [12] state,prison [12] systems,country [12] books,banned [12] marshallproj,published Top Word Pairs in Tweet in G2:
[20] data,journalism [10] comes,huge [10] financial,costs [10] journalism,driven [10] huge,financial [10] costs,media [10] data,comes [10] driven,data [9] ড,ট [9] media,platform Top Word Pairs in Tweet in G3:
[12] data,journalism [11] #datajournalism,#ddj [11] δεδομένων,ανά [11] datajournalism,για [11] τον,κόσμο [11] κόσμο,το [11] της,δημοσιογραφίας [11] δημοσιογραφίας,δεδομένων [11] ανά,τον [11] κατάσταση,της Top Word Pairs in Tweet in G4:
[103] data,journalism [97] journalism,training [97] investigative,data [65] training,journalists [63] journalists,south [63] west,south [63] south,west [63] south,south [62] zones,organised [60] south,zones Top Word Pairs in Tweet in G5:
[37] data,journalism [14] grant,funding [14] month,fellowship [14] media,fellowship [14] training,digital [14] day,training [14] digital,tools [14] fellowship,apply [14] program,offers [14] tools,data Top Word Pairs in Tweet in G6:
[38] journalism,sure [38] fear,porn [38] data,stop [38] complete,lack [38] waiting,see [38] ghoulish,media [38] still,waiting [38] data,show [38] previous,tweet [38] media,promulgating Top Word Pairs in Tweet in G7:
[16] important,investigative [16] corporate,waste [16] data,enabled [16] musk,flight [16] jeffrey,epstein [16] topics,climate [16] journalism,topics [16] enabled,important [16] tracking,data [16] waste,jeffrey Top Word Pairs in Tweet in G8:
[26] those,agree [26] journalism,outlet [26] keeping,data [26] public,interest [26] key,those [26] washingtonpost,long [26] public,trust [26] agree,sign [26] under,lock [26] interest,keeping Top Word Pairs in Tweet in G9:
[6] data,center [4] data,centers [3] pulling,compute [3] kirkdborne,davidlinthicum [3] tech_journalism,byte_iodigital [3] begun,#bigdata [3] compute,back [3] holgermu,datacentercre [3] datacenterpost,cloudpostus [3] backlash,begun Top Word Pairs in Tweet in G10:
[21] gern,sommer [21] arbeiten,freuen [21] acht,wochen [21] visualisierungen,gern [21] team,zeitonline [21] #ddj,#dataviz [21] studierst,interessierst [21] zeitonline,arbeiten [21] freuen,bewerbung [21] wochen,team Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: