The graph represents a network of 4,789 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-14 until:2022-03-21", 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, 21 March 2022 at 12:37 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 14 March 2022 at 00:02 UTC to Sunday, 20 March 2022 at 23:52 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 : 4789
Unique Edges : 10277
Edges With Duplicates : 14459
Total Edges : 24736
Number of Edge Types : 5
Replies to : 1503
MentionsInRetweet : 9961
Mentions : 2118
Retweet : 9818
Tweet : 1336
Self-Loops : 1527
Reciprocated Vertex Pair Ratio : 0.0193318485523385
Reciprocated Edge Ratio : 0.0379304317427023
Connected Components : 535
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 3374
Maximum Edges in a Connected Component : 22168
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.740819
Graph Density : 0.000499002779448098
Modularity : 0.405377
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,789 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-14 until:2022-03-21", 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, 21 March 2022 at 12:37 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 49-minute period from Monday, 14 March 2022 at 00:02 UTC to Sunday, 20 March 2022 at 23:52 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:2022-03-14 until:2022-03-21
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:
[5280] #fintech,#insurtech [4839] #mlops,#flutter [4817] #flutter,#html [4807] #iot,#iiot [4788] #html,#azure [4752] #javascript,#reactjs [4695] #wordpress,#security [4682] #datavis,#infosec [4632] #infosec,#devops [4577] #insurtech,#ai Top Word Pairs in Tweet in G1:
[261] #fintech,#insurtech [242] #iot,#iiot [242] #javascript,#reactjs [234] #flutter,#html [233] #mlops,#flutter [232] #html,#azure [228] #wordpress,#security [228] #infosec,#devops [227] #reactjs,#wordpress [225] #datavis,#infosec Top Word Pairs in Tweet in G2:
[5001] #fintech,#insurtech [4588] #mlops,#flutter [4565] #flutter,#html [4540] #iot,#iiot [4539] #html,#azure [4489] #javascript,#reactjs [4450] #wordpress,#security [4438] #datavis,#infosec [4385] #infosec,#devops [4337] #insurtech,#ai Top Word Pairs in Tweet in G3:
[83] visualize,data [77] #dataviz,#python [75] analyzed,air [75] air,quality [75] quality,data [75] data,gathered [75] gathered,epa [75] epa,#la [75] #la,county [75] county,see Top Word Pairs in Tweet in G4:
[29] data,visualization [29] see,more [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [26] source,#nyc [26] #nyc,#dataviz [20] map,source [14] visualization,2022 [13] data,storytelling Top Word Pairs in Tweet in G5:
[157] #python,using [157] using,#matplotlib [157] #matplotlib,#numpy [103] #pandas,#data [103] #data,#datascience [88] made,#python [86] population,density [86] map,generated [86] generated,#python [86] #numpy,#pandas Top Word Pairs in Tweet in G6:
[82] #rstats,#dataviz [74] distributed,europe [74] europe,using [74] using,data [74] data,openstreetmap [69] power,plants [67] wind,farm [67] farm,map [67] map,wondering [67] wondering,solar Top Word Pairs in Tweet in G7:
[57] #dataviz,joannmoretti [55] comparing,rotational [55] rotational,speed [55] speed,planets [55] planets,solar [55] solar,system [55] system,physicsj [55] physicsj,#space [55] #space,#dataviz [55] joannmoretti,enilev Top Word Pairs in Tweet in G8:
[119] inspired,__mharrison__ [119] __mharrison__,styling [119] styling,chapter [119] chapter,effective [119] effective,pandas [119] pandas,embed [119] embed,matplotlib [119] matplotlib,plots [119] plots,inside [119] inside,pandas_dev Top Word Pairs in Tweet in G9:
[106] データビジュアライゼーションの基礎,は英語版なら無料公開されているぞ [106] は英語版なら無料公開されているぞ,cc [106] cc,nc [106] nc,nd [6] データビジュアライゼーションの基礎,明確で [6] 明確で,魅力的で [6] 魅力的で,説得力のあるデータの見せ方 [6] 説得力のあるデータの見せ方,伝え方 [6] 伝え方,16発売 [6] 16発売,原著のrコード Top Word Pairs in Tweet in G10:
[54] #globalwarming,#climatechange [54] #climatechange,#dataviz [44] 1880,2021 [43] sea,level [43] level,rise [43] rise,1880 [43] 2021,#globalwarming [30] last,30 [30] 30,years [15] thanks,ed_hawkins 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 G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
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Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G9:
Top Tweeters in G10: