The graph represents a network of 3,603 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, 18 March 2022 at 00:11 UTC.
The requested start date was Friday, 18 March 2022 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 3-day, 21-hour, 22-minute period from Sunday, 13 March 2022 at 05:36 UTC to Thursday, 17 March 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 : 3603
Unique Edges : 3090
Edges With Duplicates : 16075
Total Edges : 19165
Number of Edge Types : 5
Tweet : 812
Retweet : 6464
MentionsInRetweet : 10166
Mentions : 1509
Replies to : 214
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.016116035455278
Reciprocated Edge Ratio : 0.0317208564631245
Connected Components : 412
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 2463
Maximum Edges in a Connected Component : 17088
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.021828
Graph Density : 0.000485821935973831
Modularity : 0.307487
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,603 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, 18 March 2022 at 00:11 UTC.
The requested start date was Friday, 18 March 2022 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 3-day, 21-hour, 22-minute period from Sunday, 13 March 2022 at 05:36 UTC to Thursday, 17 March 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:
[2943] #iot,#iiot [2694] #javascript,#reactjs [2333] #reactjs,#wordpress [2128] #pytorch,#javascript [2018] #wordpress,#security [1837] #ai,#iot [1813] #python,#ai [1740] #security,#defi [1625] #iiot,#pytorch [1367] #python,#iot Top Word Pairs in Tweet in G1:
[2934] #iot,#iiot [2686] #javascript,#reactjs [2327] #reactjs,#wordpress [2123] #pytorch,#javascript [2012] #wordpress,#security [1835] #ai,#iot [1812] #python,#ai [1734] #security,#defi [1618] #iiot,#pytorch [1360] #python,#iot Top Word Pairs in Tweet in G2:
[111] fun,weekend [111] weekend,#rstats [111] #rstats,#rayshader [111] #rayshader,#ggplot2 [111] #ggplot2,together [111] together,#qgis [111] #qgis,#inkscape [111] #inkscape,very [111] very,first [111] first,3d Top Word Pairs in Tweet in G3:
[118] inspired,__mharrison__ [118] __mharrison__,styling [118] styling,chapter [118] chapter,effective [118] effective,pandas [118] pandas,embed [118] embed,matplotlib [118] matplotlib,plots [118] plots,inside [117] jonathanrlarkin,inspired Top Word Pairs in Tweet in G4:
[189] despite,rising [189] rising,#gas [189] #gas,prices [189] prices,filling [189] filling,tank [189] tank,gas [189] gas,still [189] still,puts [189] puts,much [189] much,smaller Top Word Pairs in Tweet in G5:
[72] population,density [72] map,generated [70] pythonmaps,population [68] #python,using [68] using,#matplotlib [68] #matplotlib,#numpy [66] generated,#python [66] #numpy,#pandas [66] #pandas,#data [65] density,africa Top Word Pairs in Tweet in G6:
[16] graphic,detail [16] detail,#dataviz [16] #dataviz,see [16] see,more [16] source,#nyc [16] #nyc,#dataviz [11] map,source [8] data,visualization [6] great,#dataviz [6] more,#dataviz Top Word Pairs in Tweet in G7:
[24] geom,functions [22] viz,submission [22] submission,#rwfd [22] #rwfd,markbradbourne [22] markbradbourne,remade [22] remade,call [22] call,center [22] center,dashboard [21] aabattani,viz [21] dashboard,ta Top Word Pairs in Tweet in G8:
[36] hiring,manager [35] #dataviz,hiring [35] manager,look [35] look,reviewing [35] reviewing,portfolio [35] portfolio,question [35] question,came [34] simranparwani,#dataviz [22] data,visualization [22] thanks,lot Top Word Pairs in Tweet in G9:
[55] #dataviz,joannmoretti [53] comparing,rotational [53] rotational,speed [53] speed,planets [53] planets,solar [53] solar,system [53] system,physicsj [53] physicsj,#space [53] #space,#dataviz [53] joannmoretti,enilev Top Word Pairs in Tweet in G10:
[105] 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 [105] は英語版なら無料公開されているぞ,cc [105] cc,nc [105] nc,nd [104] worldender_9001,データビジュアライゼーションの基礎 [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 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 G8:
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: