The graph represents a network of 3,859 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, 07 January 2022 at 01:15 UTC.
The requested start date was Friday, 07 January 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 5-day, 6-hour, 24-minute period from Friday, 31 December 2021 at 20:34 UTC to Thursday, 06 January 2022 at 02:58 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 : 3859
Unique Edges : 2259
Edges With Duplicates : 15608
Total Edges : 17867
Number of Edge Types : 5
Retweet : 6271
MentionsInRetweet : 9467
Tweet : 827
Mentions : 1152
Replies to : 150
Self-Loops : 870
Reciprocated Vertex Pair Ratio : 0.0138735614062746
Reciprocated Edge Ratio : 0.0273674389675012
Connected Components : 400
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 2868
Maximum Edges in a Connected Component : 16305
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.129168
Graph Density : 0.000431957986091101
Modularity : 0.32996
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,859 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, 07 January 2022 at 01:15 UTC.
The requested start date was Friday, 07 January 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 5-day, 6-hour, 24-minute period from Friday, 31 December 2021 at 20:34 UTC to Thursday, 06 January 2022 at 02:58 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:
[1371] #python,#ai [1326] #iot,#iiot [1278] #ai,#iot [930] #pytorch,#javascript [926] #javascript,#reactjs [766] #reactjs,#wordpress [631] #iiot,#opensea [594] #opensea,#pytorch [593] #wordpress,#security [516] #security,#defi Top Word Pairs in Tweet in G1:
[81] colors,#dataviz [80] book,use [74] follow,along [73] happening,writing [73] writing,book [73] use,colors [73] #dataviz,follow [73] along,day [73] day,write [72] lisacmuth,happening Top Word Pairs in Tweet in G2:
[1365] #python,#ai [1321] #iot,#iiot [1274] #ai,#iot [926] #pytorch,#javascript [922] #javascript,#reactjs [762] #reactjs,#wordpress [627] #iiot,#opensea [590] #opensea,#pytorch [589] #wordpress,#security [512] #security,#defi Top Word Pairs in Tweet in G3:
[60] hottest,peppers [47] happy,year [34] don,miss [34] miss,first [34] first,shooting [34] shooting,stars [34] stars,#year2022 [34] #year2022,tonight [34] tonight,quadrantids [34] quadrantids,link Top Word Pairs in Tweet in G4:
[234] #dataviz,source [136] timeline,top [136] top,40 [136] 40,trending [136] trending,topics [136] topics,2021 [136] 2021,news [136] news,#dataviz [135] randal_olson,timeline [94] roads,lead Top Word Pairs in Tweet in G5:
[16] graphic,detail [16] detail,#dataviz [16] #dataviz,see [16] see,more [15] data,visualization [12] visualization,python [12] python,masterclass [10] #dataviz,#datavisualization [10] #datavis,#learning [9] tableau,public Top Word Pairs in Tweet in G6:
[84] spent,years [84] years,eve [84] eve,creating [84] creating,data [84] data,viz [84] viz,books [84] books,read [84] read,2021 [84] 2021,#dataviz [84] #dataviz,#rstats Top Word Pairs in Tweet in G7:
[144] popularidad,géneros [144] géneros,cinematográficos [144] cinematográficos,1910 [144] 1910,2018 [144] 2018,dataviz [144] dataviz,boknowsdata [143] aguilararturo,popularidad [2] wes,anderson's [2] anderson's,film [2] film,french_dispatch Top Word Pairs in Tweet in G8:
[56] resist,happened [56] happened,upon [56] upon,inequality [56] inequality,data [56] data,france [56] france,bivariate [56] bivariate,map [56] map,inequality [56] inequality,france [56] france,2018 Top Word Pairs in Tweet in G9:
[30] visualizing,94 [30] 94,trillion [30] trillion,world [30] world,#economy [30] #economy,one [30] one,chart [30] chart,global [30] global,#gdp [30] #gdp,2021 [30] 2021,frronconi Top Word Pairs in Tweet in G10:
[31] #leafmap,v0 [31] v0,features [31] features,include [31] include,brand [31] brand,#plotly [31] #plotly,toolbar [31] toolbar,hundreds [31] hundreds,basemaps [31] basemaps,#whiteboxtools [30] giswqs,#leafmap 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 G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: