The graph represents a network of 7,261 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-09-26 until:2022-10-03", 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 Tuesday, 04 October 2022 at 10:35 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 50-minute period from Monday, 26 September 2022 at 02:45 UTC to Sunday, 02 October 2022 at 23:36 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 : 7261
Unique Edges : 13927
Edges With Duplicates : 11641
Total Edges : 25568
Number of Edge Types : 5
Retweet : 11804
MentionsInRetweet : 9974
Mentions : 1877
Replies to : 781
Tweet : 1132
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0159925368161525
Reciprocated Edge Ratio : 0.0314816029382829
Connected Components : 428
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 6023
Maximum Edges in a Connected Component : 23673
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.244123
Graph Density : 0.000289235331365767
Modularity : 0.507416
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,261 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-09-26 until:2022-10-03", 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 Tuesday, 04 October 2022 at 10:35 UTC.
The tweets in the network were tweeted over the 6-day, 20-hour, 50-minute period from Monday, 26 September 2022 at 02:45 UTC to Sunday, 02 October 2022 at 23:36 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:2022-09-26 until:2022-10-03
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:
[3841] #fintech,#insurtech [3824] #javascript,#reactjs [3758] #datavis,#infosec [3652] #iot,#iiot [3516] #flutter,#html [3498] #html,#azure [3490] #wordpress,#security [3484] #reactjs,#wordpress [3399] #security,#defi [3327] #insurtech,#ai Top Word Pairs in Tweet in G1:
[705] #dataviz,#rstats [672] #analytics,#stats [654] #data,#dataviz [629] #rstats,#bi [626] #machinelearning,#ml [561] #python,#rstats [554] visualización,datos [551] #rstats,#datascience [522] #datascience,#analytics [477] tus,#dataviz Top Word Pairs in Tweet in G2:
[3835] #fintech,#insurtech [3817] #javascript,#reactjs [3751] #datavis,#infosec [3644] #iot,#iiot [3510] #flutter,#html [3492] #html,#azure [3485] #wordpress,#security [3478] #reactjs,#wordpress [3394] #security,#defi [3321] #insurtech,#ai Top Word Pairs in Tweet in G3:
[1001] #gistribe,#dataviz [999] animation,showing [996] showing,ukraine's [996] ukraine's,success [996] success,regaining [996] regaining,territory [996] territory,september [996] september,continues [996] continues,push [996] push,further Top Word Pairs in Tweet in G4:
[439] data,visualization [385] using,#rstats [367] access,free [367] free,ebook [367] ebook,fundamentals [367] fundamentals,data [367] visualization,clauswilke [367] clauswilke,#dataviz [367] #dataviz,using [367] #rstats,following Top Word Pairs in Tweet in G5:
[84] data,visualisation [69] part,#dataviz [67] data,analytics [67] hi,everyone [64] #dataviz,#gischat [63] 3d,maps [63] everyone,currently [63] currently,looking [63] looking,data [63] analytics,data Top Word Pairs in Tweet in G6:
[268] text,neglected [268] neglected,part [268] part,#dataviz [268] #dataviz,talk [268] talk,lot [268] lot,right [268] right,chart [268] chart,type [268] type,colors [268] colors,improve Top Word Pairs in Tweet in G7:
[29] source,#nyc [29] #nyc,#dataviz [28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [13] map,source [11] data,visualization [9] last,100 [9] 100,bills Top Word Pairs in Tweet in G8:
[163] #rstats,#datascience [138] #datascience,#dataviz [133] #dataviz,#maps [85] mapped,people [85] people,employed [85] employed,science [85] science,tech [85] tech,europe [85] europe,#science [85] #science,#tech Top Word Pairs in Tweet in G9:
[66] population,mondiale [66] mondiale,milliards [66] milliards,habitants [66] habitants,visual [66] visual,capitalist [62] capitalist,belles [62] belles,data [62] data,visualisations [62] visualisations,télécharger [62] télécharger,pop Top Word Pairs in Tweet in G10:
[20] designed,care [20] care,preparation [20] preparation,#dataviz [20] #dataviz,immensely [20] immensely,improve [20] improve,viewers [20] viewers,understanding [20] understanding,happening [20] happening,many [20] many,great Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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 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: