The graph represents a network of 5,189 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, 05 November 2021 at 00:13 UTC.
The requested start date was Friday, 05 November 2021 at 00:01 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 6-day, 1-hour, 37-minute period from Friday, 29 October 2021 at 00:44 UTC to Thursday, 04 November 2021 at 02:22 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 : 5189
Unique Edges : 2960
Edges With Duplicates : 13291
Total Edges : 16251
Number of Edge Types : 5
Retweet : 6104
MentionsInRetweet : 7701
Mentions : 1217
Tweet : 1086
Replies to : 143
Self-Loops : 1199
Reciprocated Vertex Pair Ratio : 0.0194942044257113
Reciprocated Edge Ratio : 0.0382428940568475
Connected Components : 425
Single-Vertex Connected Components : 175
Maximum Vertices in a Connected Component : 3884
Maximum Edges in a Connected Component : 13955
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.977885
Graph Density : 0.000287512891647164
Modularity : 0.442537
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,189 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, 05 November 2021 at 00:13 UTC.
The requested start date was Friday, 05 November 2021 at 00:01 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 6-day, 1-hour, 37-minute period from Friday, 29 October 2021 at 00:44 UTC to Thursday, 04 November 2021 at 02:22 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:
[554] #data,#datascience [538] #ai,#ml [513] #datascience,#ai [452] #ml,#statistics [409] #statistics,#algorithm [403] temperature,change [395] change,country [392] 1880,2020 [387] country,years [387] years,1880 Top Word Pairs in Tweet in G1:
[539] #data,#datascience [530] #ai,#ml [508] #datascience,#ai [449] #ml,#statistics [407] #statistics,#algorithm [369] #bigdata,#ai [327] data,science [313] #analytics,#bigdata [305] #datascientists,#analytics [300] #100daysofcode,#ai Top Word Pairs in Tweet in G2:
[123] #30daymapchallenge,day [83] #rstats,#dataviz [68] day,lines [59] #tidytuesday,week [55] bike,lanes [51] blakerobmills,map [50] map,today's [50] today's,crossover [50] crossover,#tidytuesday [50] #tidytuesday,#30daymapchallenge Top Word Pairs in Tweet in G3:
[345] temperature,change [345] change,country [345] 1880,2020 [342] country,years [342] years,1880 [342] 2020,country [342] country,safe [342] safe,#globalwarming [342] #globalwarming,future [342] future,depends Top Word Pairs in Tweet in G4:
[172] earth,live [172] live,2070 [171] maps,earth [171] 2070,dan_clark5 [171] dan_clark5,samjoiner [171] samjoiner,take [171] take,look [171] look,combining [171] combining,different [170] sdbernard,maps Top Word Pairs in Tweet in G5:
[220] warming,everywhere [220] everywhere,climate [220] climate,stripes [220] stripes,world [220] world,countries [220] countries,sorted [220] sorted,alphabetically [220] alphabetically,warmed [220] warmed,last [220] last,10 Top Word Pairs in Tweet in G6:
[300] histomap,published [300] published,1931 [300] 1931,visualizes [300] visualizes,000 [300] 000,years [300] years,#history [300] #history,global [300] global,power [300] power,still [300] still,one Top Word Pairs in Tweet in G7:
[92] favourite,kind [92] kind,#dataviz [92] #dataviz,12 [92] 12,photos [92] photos,sun [92] sun,month [92] month,same [92] same,spot [92] spot,same [92] same,time Top Word Pairs in Tweet in G8:
[16] cool,#dataviz [16] #dataviz,project [16] project,suglaninaresh [16] suglaninaresh,using [16] using,tableaupublic [16] tableaupublic,show [16] show,age [16] age,buildings [16] buildings,makes [16] makes,feel Top Word Pairs in Tweet in G9:
[24] graphic,detail [24] detail,#dataviz [24] #dataviz,see [24] see,more [23] source,#nyc [23] #nyc,#dataviz [16] map,source [7] #data,#dataviz [6] #dataviz,#gis [6] more,#dataviz Top Word Pairs in Tweet in G10:
[101] data,viz [100] passionate,#science [100] #science,#dataviz [100] #dataviz,water [100] water,data [100] viz,team [100] team,#hiring [100] #hiring,looking [100] looking,innovators [99] usgs_datasci,passionate 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 G8:
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 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: