The graph represents a network of 2,959 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, 18 February 2022 at 01:13 UTC.
The requested start date was Friday, 18 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, 23-hour, 39-minute period from Monday, 14 February 2022 at 03:06 UTC to Thursday, 17 February 2022 at 02:45 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 : 2959
Unique Edges : 2197
Edges With Duplicates : 16369
Total Edges : 18566
Number of Edge Types : 5
Retweet : 6639
MentionsInRetweet : 10027
Tweet : 671
Mentions : 1071
Replies to : 158
Self-Loops : 756
Reciprocated Vertex Pair Ratio : 0.021132221791392
Reciprocated Edge Ratio : 0.0413897854566167
Connected Components : 342
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 1903
Maximum Edges in a Connected Component : 16730
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.825488
Graph Density : 0.000601755659553679
Modularity : 0.262433
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,959 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, 18 February 2022 at 01:13 UTC.
The requested start date was Friday, 18 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, 23-hour, 39-minute period from Monday, 14 February 2022 at 03:06 UTC to Thursday, 17 February 2022 at 02:45 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:
[3102] #iot,#iiot [2722] #javascript,#reactjs [2448] #reactjs,#wordpress [2125] #wordpress,#security [1998] #pytorch,#javascript [1971] #iiot,#pytorch [1896] #python,#iot [1843] #security,#defi [1529] #ai,#iot [1507] #python,#ai Top Word Pairs in Tweet in G1:
[3100] #iot,#iiot [2714] #javascript,#reactjs [2444] #reactjs,#wordpress [2121] #wordpress,#security [1993] #pytorch,#javascript [1968] #iiot,#pytorch [1892] #python,#iot [1837] #security,#defi [1528] #ai,#iot [1506] #python,#ai Top Word Pairs in Tweet in G2:
[149] text,based [137] best,examples [137] examples,text [137] based,data [137] data,visualisation [137] visualisation,surprise [137] surprise,#dataviz [136] altiziana,best [24] looking,#drawmeaning [24] #drawmeaning,#dataviz Top Word Pairs in Tweet in G3:
[33] #tidytuesday,#duboischallenge2022 [29] data,visualization [19] week,#tidytuesday [19] data,visualizations [16] #duboischallenge,re [16] re,create [16] create,historical [16] historical,data [16] visualizations,bois [16] bois,duboisumass Top Word Pairs in Tweet in G4:
[121] sequías,última [121] última,década [121] dónde,encontramos [101] dr_xeo,hoy [88] frecuentes,dónde [87] hoy,echamos [87] echamos,vistazo [87] vistazo,sequías [87] década,dónde [87] encontramos,sequías Top Word Pairs in Tweet in G5:
[30] career,path [23] allitorban,carnidc [22] inspired,#dataviz [22] #dataviz,trendsetters [22] trendsetters,allitorban [22] carnidc,career [22] path,streamgraph [22] streamgraph,anyway [21] lucguillemot,inspired [21] anyway,i' Top Word Pairs in Tweet in G6:
[12] graphic,detail [12] detail,#dataviz [12] #dataviz,see [12] see,more [11] source,#nyc [11] #nyc,#dataviz [8] more,#dataviz [7] map,source [6] valentine's,day [6] #datascience,#dataviz Top Word Pairs in Tweet in G7:
[120] #dataviz,source [118] wow,twitter [118] twitter,really [118] really,stagnated [118] stagnated,user [118] user,growth [118] growth,compared [118] compared,social [118] social,networks [118] networks,#dataviz Top Word Pairs in Tweet in G8:
[292] ฐสว,สด [193] ร,ฐสว [96] data,visualization [96] visualization,เก [96] เก,ยวก [96] ยวก,บร [96] บร,ฐสว [96] สด,การช [96] การช,นน [96] นน,ด Top Word Pairs in Tweet in G9:
[49] machine,learning [45] learning,workflow [45] #python,#programming [45] catherineadenle,infographic [42] #programming,#cloudcomputing [41] infographic,machine [41] workflow,catherineadenle [41] catherineadenle,#machinelearning [41] #machinelearning,#python [40] #cloudcomputing,#a Top Word Pairs in Tweet in G10:
[46] #dataviz,using [46] 5pm,uk [46] uk,time [46] time,zoom [45] basic,advanced [45] advanced,#dataviz [45] using,ggplot2 [45] ggplot2,#tidyverse [45] #tidyverse,join [45] join,wed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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: