The graph represents a network of 5,120 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-28 until:2022-04-04", 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, 04 April 2022 at 14:44 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 28 March 2022 at 00:00 UTC to Sunday, 03 April 2022 at 23:56 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 : 5120
Unique Edges : 11435
Edges With Duplicates : 24603
Total Edges : 36038
Number of Edge Types : 5
Retweet : 14592
MentionsInRetweet : 15082
Replies to : 2817
Tweet : 1224
Mentions : 2323
Self-Loops : 1575
Reciprocated Vertex Pair Ratio : 0.0336829212278956
Reciprocated Edge Ratio : 0.0651707028067837
Connected Components : 498
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 3852
Maximum Edges in a Connected Component : 34108
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.373819
Graph Density : 0.000515199196620434
Modularity : 0.319271
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,120 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-28 until:2022-04-04", 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, 04 April 2022 at 14:44 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 28 March 2022 at 00:00 UTC to Sunday, 03 April 2022 at 23:56 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:2022-03-28 until:2022-04-04
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:
[9434] #fintech,#insurtech [9049] #mlops,#flutter [8981] #flutter,#html [8911] #html,#azure [8872] #wordpress,#security [8835] #datavis,#infosec [8727] #infosec,#devops [8683] #iot,#iiot [8670] #insurtech,#ai [8658] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[417] #rstats,#dataviz [211] #fintech,#insurtech [198] #mlops,#flutter [198] #flutter,#html [195] #html,#azure [194] #iot,#iiot [192] #insurtech,#ai [192] #infosec,#devops [191] #javascript,#reactjs [189] #wordpress,#security Top Word Pairs in Tweet in G2:
[323] #flutter,#serverless [297] #bigdata,#rstats [294] #datascience,#python [293] #data,#flutter [287] #analytics,#data [274] #serverless,#neuralnetwork [263] #datasets,#bigdata [253] #ai,#datascience [251] #neuralnetwork,#nlp [239] #python,#programming Top Word Pairs in Tweet in G3:
[9182] #fintech,#insurtech [8826] #mlops,#flutter [8759] #flutter,#html [8692] #html,#azure [8659] #wordpress,#security [8622] #datavis,#infosec [8511] #infosec,#devops [8454] #insurtech,#ai [8442] #javascript,#reactjs [8434] #iot,#iiot Top Word Pairs in Tweet in G4:
[222] color,palette [216] fixed,color [212] finally,guide [212] guide,create [212] create,fixed [212] palette,#dataviz [212] #dataviz,organizations [212] organizations,ve [212] ve,never [212] never,worked Top Word Pairs in Tweet in G5:
[38] faces,batman [38] batman,#dataviz [38] #dataviz,shows [38] shows,actors [38] actors,played [38] played,caped [38] caped,crusader [38] crusader,feature [38] feature,length [38] length,live Top Word Pairs in Tweet in G6:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [27] source,#nyc [27] #nyc,#dataviz [18] data,visualization [17] map,source [11] #dataviz,#datavisualization [9] covid,19 Top Word Pairs in Tweet in G7:
[116] #rstats,#dataviz [107] #dataviz,#climate [105] updated,temperature [105] temperature,animation [105] animation,europe [105] europe,based [105] based,era5 [105] era5,land [105] land,smoothed [105] smoothed,daily Top Word Pairs in Tweet in G8:
[153] #python,using [132] using,#matplotlib [128] dark,mode [121] #data,#datascience [116] #datascience,#dataviz [116] #dataviz,#geography [114] #matplotlib,#numpy [100] population,density [100] map,generated [100] generated,#python Top Word Pairs in Tweet in G9:
[242] bottom,80 [129] wealth,inequality [121] global,wealth [121] inequality,2021 [121] 2021,visualized [121] visualized,comparing [121] comparing,bottom [121] 80,increasingly [121] increasingly,smaller [121] smaller,groups Top Word Pairs in Tweet in G10:
[131] #rstats,#datascience [92] #dataviz,#rstats [92] #datascience,#maps [92] #rivers,#europe [91] happy,announce [91] announce,another [91] another,tutorial [91] tutorial,mapping [91] mapping,rivers [91] rivers,co 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 G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: