The graph represents a network of 6,941 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 December 2022 at 07:28 UTC.
The requested start date was Thursday, 08 December 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 6-day, 19-hour, 48-minute period from Thursday, 01 December 2022 at 05:11 UTC to Thursday, 08 December 2022 at 01:00 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 : 6941
Unique Edges : 1900
Edges With Duplicates : 12303
Total Edges : 14203
Number of Edge Types : 5
MentionsInRetweet : 6200
Retweet : 5693
Mentions : 595
Replies to : 202
Tweet : 1513
Self-Loops : 1558
Reciprocated Vertex Pair Ratio : 0.00833705523299092
Reciprocated Edge Ratio : 0.0165362468625424
Connected Components : 993
Single-Vertex Connected Components : 569
Maximum Vertices in a Connected Component : 4876
Maximum Edges in a Connected Component : 10979
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.67246
Graph Density : 0.000140604610203664
Modularity : 0.471146
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,941 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 December 2022 at 07:28 UTC.
The requested start date was Thursday, 08 December 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 6-day, 19-hour, 48-minute period from Thursday, 01 December 2022 at 05:11 UTC to Thursday, 08 December 2022 at 01:00 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 : data visualization
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:
[4712] data,visualization [1918] python,month [1503] spotify,wrapped [1334] thegoldsuite,data [1148] good,data [1145] picture,worth [1142] words,good [1142] visualization,priceless [1142] worth,1000 [1142] 1000,words Top Word Pairs in Tweet in G1:
[1876] python,month [1268] thegoldsuite,data [950] road,map [938] advance,python [938] month,stats [938] month,advance [938] month,python [938] map,month [938] excel,month [938] stats,probability Top Word Pairs in Tweet in G2:
[1137] data,visualization [1124] priceless,25 [1124] worth,1000 [1124] 1000,words [1124] visualization,priceless [1124] charts,stats [1124] 25,charts [1124] stats,re [1124] picture,worth [1124] good,data Top Word Pairs in Tweet in G3:
[1500] spotify,wrapped [758] data,visualization [750] คร,งน [750] งน,เอาข [750] กมากในการทำ,data [750] เป,นช [750] visualization,คร [750] นช,ดข [750] อม,ลรายงานพฤต [750] เอาข,อม Top Word Pairs in Tweet in G4:
[494] data,visualization [59] data,analysis [30] analysis,visualization [26] visualization,tools [24] business,intelligence [23] power,bi [19] machine,learning [19] data,analytics [18] data,data [18] visualization,using Top Word Pairs in Tweet in G5:
[385] data,visualization [374] yang,bisa [374] bagus,soal [374] meng,cover [374] cover,prinsip [374] ini,mau [374] metode,dan [374] utama,metode [374] ada,buku [374] buku,bagus Top Word Pairs in Tweet in G6:
[338] data,visualization [207] data,analysis [200] learn,basics [200] numpy,pandas [200] course,learn [200] basics,python [200] pandas,data [200] analysis,python [200] visualization,exploratory [200] exploratory,data Top Word Pairs in Tweet in G7:
[283] data,visualization [148] #bigdata,#analytics [146] #analytics,#datascience [143] #datascience,#ai [143] #ai,#machinelearning [116] color,data [116] university,technology [116] warsaw,university [115] technology,#bigdata [115] visualization,warsaw Top Word Pairs in Tweet in G8:
[265] data,visualization [86] visualization,claus [86] claus,wilke [86] fundamentals,data [85] wilke,#dataviz [85] #dataviz,#rstats [69] free,ebook [69] read,free [69] ebook,fundamentals [58] #rstats,following Top Word Pairs in Tweet in G9:
[67] data,visualization [13] business,analytics [11] keynote,visualization [11] dfs_mwc,fndvit [11] visualization,unlock [11] unlock,open [10] collaborative,fun [10] fun,learn [10] analytics,category [10] quickly,started Top Word Pairs in Tweet in G10:
[76] analysis,visualization [75] graph,tuning [75] platform,omics [75] based,platform [75] visualization,rich [75] visual,omics [75] web,based [75] rich,graph [75] omics,web [75] data,analysis Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G10: