The graph represents a network of 2,478 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 February 2022 at 01:13 UTC.
The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 10-hour, 42-minute period from Monday, 31 January 2022 at 16:16 UTC to Thursday, 03 February 2022 at 02:59 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 : 2478
Unique Edges : 1611
Edges With Duplicates : 16970
Total Edges : 18581
Number of Edge Types : 5
Replies to : 119
Retweet : 7050
MentionsInRetweet : 10266
Tweet : 371
Mentions : 775
Self-Loops : 498
Reciprocated Vertex Pair Ratio : 0.0241349850491243
Reciprocated Edge Ratio : 0.0471324296141814
Connected Components : 223
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 1831
Maximum Edges in a Connected Component : 17581
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.995082
Graph Density : 0.000781198324015975
Modularity : 0.231713
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,478 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 February 2022 at 01:13 UTC.
The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 10-hour, 42-minute period from Monday, 31 January 2022 at 16:16 UTC to Thursday, 03 February 2022 at 02:59 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 : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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:
[3677] #iot,#iiot [3148] #javascript,#reactjs [2691] #reactjs,#wordpress [2506] #iiot,#pytorch [2275] #wordpress,#security [2159] #python,#iot [1996] #pytorch,#javascript [1820] #security,#defi [1800] #ai,#iot [1772] #python,#ai Top Word Pairs in Tweet in G1:
[591] countries,connected [591] connected,biggest [591] biggest,trading [591] trading,partner [591] partner,exports [591] exports,imports [591] imports,2020 [591] 2020,china [591] china,dominates [591] dominates,picture Top Word Pairs in Tweet in G2:
[3675] #iot,#iiot [3146] #javascript,#reactjs [2689] #reactjs,#wordpress [2504] #iiot,#pytorch [2273] #wordpress,#security [2157] #python,#iot [1996] #pytorch,#javascript [1819] #security,#defi [1800] #ai,#iot [1772] #python,#ai Top Word Pairs in Tweet in G3:
[39] best,#dataviz [33] #dataviz,#infographics [32] graphs,eleanor [32] eleanor,lutz [32] lutz,co [32] co,bzing5hkzr [32] bzing5hkzr,today's [32] today's,nyt [32] nyt,#dataviz [31] albertocairo,graphs Top Word Pairs in Tweet in G4:
[109] data,science [96] #100daysofcode,#100daysofmlcode [93] #sql,#python [93] #python,#100daysofcode [92] #hadhoop,#sql [91] catherineadenle,infographic [81] infographic,data [81] science,tools [81] tools,catherineadenle [81] catherineadenle,#hadhoop Top Word Pairs in Tweet in G5:
[54] week's,#tidytuesday [49] dog,breeds [28] week,#tidytuesday [28] submission,week's [28] #tidytuesday,showing [28] showing,25 [28] 25,popular [28] popular,dogs [28] dogs,2020 [28] 2020,rank Top Word Pairs in Tweet in G6:
[6] data,visualization [4] big,data [4] data,entirely [4] entirely,transform [4] transform,content [4] content,data [4] visualization,industries [4] industries,#datavis [4] #datavis,#bigdata [2] gráfico,cascata Top Word Pairs in Tweet in G7:
[25] quieres,identificar [25] identificar,cambios [23] rosanaferrero,quieres [18] rosanaferrero,cómo [17] cómo,detectar [17] detectar,picos [17] picos,valles [17] valles,serie [17] serie,temporal [17] temporal,ggpmisc Top Word Pairs in Tweet in G8:
[54] ish,#dataviz [54] #dataviz,film [54] film,genre [54] genre,popularity [54] popularity,1910 [54] 1910,2021 [54] 2021,original [54] original,project [54] project,three [54] three,years Top Word Pairs in Tweet in G9:
[35] dataisbeautiful,oc [26] oc,good [26] good,favorite [26] favorite,wordle [26] wordle,starter [26] starter,#dataviz [19] student,projects [19] projects,#dataviz [19] #dataviz,class [19] class,ucbsoj Top Word Pairs in Tweet in G10:
[11] 89,years [11] years,ago [11] ago,hitler [11] hitler,became [11] became,german [11] german,chancellor [11] chancellor,present [11] present,map [11] map,nazi [11] nazi,party Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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 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: