The graph represents a network of 7,108 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-08 until:2022-08-15", 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, 15 August 2022 at 10:05 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 08 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 23:59 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 : 7108
Unique Edges : 12389
Edges With Duplicates : 5083
Total Edges : 17472
Number of Edge Types : 5
Retweet : 8739
Replies to : 186
MentionsInRetweet : 6042
Tweet : 1188
Mentions : 1317
Self-Loops : 1263
Reciprocated Vertex Pair Ratio : 0.0176235185470217
Reciprocated Edge Ratio : 0.0346366180140664
Connected Components : 393
Single-Vertex Connected Components : 177
Maximum Vertices in a Connected Component : 5948
Maximum Edges in a Connected Component : 15719
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.110365
Graph Density : 0.000261755769732204
Modularity : 0.639617
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,108 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-08-08 until:2022-08-15", 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, 15 August 2022 at 10:05 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 08 August 2022 at 00:02 UTC to Sunday, 14 August 2022 at 23:59 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2022-08-08 until:2022-08-15
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:
[2217] #rstats,#dataviz [1716] august,12 [1716] 12,2022 [1702] 500,years [1701] #drought,500 [1695] single,map [1695] map,worst [1695] worst,#drought [1695] years,europe [1695] europe,river Top Word Pairs in Tweet in G1:
[1683] #rstats,#dataviz [1657] #drought,500 [1653] single,map [1653] map,worst [1653] worst,#drought [1653] 500,years [1653] years,europe [1653] europe,river [1653] river,discharge [1653] discharge,anomaly Top Word Pairs in Tweet in G2:
[873] #machinelearning,#iot [738] #iot,#dataviz [724] #codenewbie,#reactjs [721] #bigdata,#analytics [707] #datascience,#python [699] #python,#digitaltransformation [699] #digitaltransformation,#machinelearning [688] #100daysofcode,#codenewbie [668] #dataviz,#100daysofcode [646] #reactjs,#bigdata Top Word Pairs in Tweet in G3:
[699] #datascience,#rstats [666] #data,#datascience [662] #dataviz,#data [614] visualización,datos [585] clauswilke,#dataviz [584] libro,sitio [584] sitio,web [584] web,gratuito [584] gratuito,fundamentos [584] fundamentos,visualización Top Word Pairs in Tweet in G4:
[266] really,work [266] work,longer [266] longer,hours [266] hours,poor [266] graph,below [266] below,plots [266] plots,data [266] working,hours [255] top,10 [251] rich,really Top Word Pairs in Tweet in G5:
[60] #dataviz,#dataanalytics [46] interactive,dashboard [45] data,analyst [41] analyst,understanding [41] understanding,problem [41] problem,statement [41] statement,project [41] project,helps [41] helps,providing [41] providing,great Top Word Pairs in Tweet in G6:
[198] asked,#dataviz [198] #dataviz,students [198] students,make [198] make,whatever [198] whatever,viz [198] viz,wanted [198] wanted,whatever [198] whatever,data [198] data,wanted [198] wanted,favorite Top Word Pairs in Tweet in G7:
[102] visualize,data [92] #iot,#dataviz [90] analyzed,air [90] air,quality [90] quality,data [90] data,gathered [90] gathered,epa [90] epa,#la [90] #la,county [90] county,see Top Word Pairs in Tweet in G8:
[29] see,more [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [26] source,#nyc [26] #nyc,#dataviz [14] map,source [11] #dataviz,#datavisualization [9] data,visualization [9] covid,19 Top Word Pairs in Tweet in G9:
[91] #ai,#machinelearning [56] #dataviz,temperature [56] temperature,anomalies [56] anomalies,1880 [56] 1880,time [56] time,act [56] act,geraldkutney [56] geraldkutney,ed_hawkins [56] ed_hawkins,#ai [56] #machinelearning,#climatecrisis Top Word Pairs in Tweet in G10:
[85] data,visualization [61] #dataviz,#datavisualization [59] latest,visualization [59] visualization,before [59] before,taking [59] taking,time [59] time,vacation [59] vacation,summary [59] summary,learned [59] learned,first 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 G5:
Top Replied-To in G9:
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 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: