The graph represents a network of 3,411 Twitter users whose recent tweets contained "#ReactJS", 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 Thursday, 30 May 2019 at 18:10 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 2-minute period from Wednesday, 22 May 2019 at 23:17 UTC to Thursday, 30 May 2019 at 16:20 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 : 3411
Unique Edges : 6897
Edges With Duplicates : 14698
Total Edges : 21595
Number of Edge Types : 4
Retweet : 13998
Tweet : 3638
Replies to : 125
Mentions : 3834
Self-Loops : 3826
Reciprocated Vertex Pair Ratio : 0.0119195430841818
Reciprocated Edge Ratio : 0.023558282208589
Connected Components : 264
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 3020
Maximum Edges in a Connected Component : 21124
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.571155
Graph Density : 0.00070068288640082
Modularity : 0.268225
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5396] #javascript,#reactjs [4635] #reactjs,#golang [4633] #golang,#cloudcomputing [4632] #cloudcomputing,#serverless [4626] #bigdata,#analytics [4484] #python,#rstats [4456] #iot,#iiot [4208] #serverless,#datascientist [4127] #datascience,#ai [4125] #datascientist,#linux Top Word Pairs in Tweet in G1:
[1748] #vuejs,#reactjs [1589] #angularjs,#vuejs [1419] #node,#nodejs [1331] #reactjs,#vuejs [1262] #100daysofcode,#webdev [1234] #reactjs,#100daysofcode [1178] #coding,#js [1166] #nodejs,#coding [1128] #js,#angularjs [1062] #developer,#node Top Word Pairs in Tweet in G2:
[3881] #javascript,#reactjs [3838] #cloudcomputing,#serverless [3834] #bigdata,#analytics [3834] #golang,#cloudcomputing [3829] #reactjs,#golang [3712] #python,#rstats [3696] #iot,#iiot [3492] #serverless,#datascientist [3432] #datascientist,#linux [3354] #datascience,#ai Top Word Pairs in Tweet in G3:
[278] #javascript,#reactjs [277] #reactjs,#javascript [187] #reactjs,#golang [186] #golang,#cloudcomputing [185] #bigdata,#analytics [184] #python,#rstats [183] #iot,#iiot [180] #cloudcomputing,#serverless [174] #datascience,#ai [169] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[670] #reactjs,#javascript [232] #reactjs,#vuejs [204] #vuejs,#reactjs [202] #angular,#reactjs [193] #javascript,#reactjs [164] #reactjs,#angularjs [163] #python,#javascript [158] #javascript,#angular [157] #angularjs,#vuejs [152] #linux,#programming Top Word Pairs in Tweet in G5:
[26] full,stack [26] software,engineer [24] women,software [24] software,engineers [24] engineers,cisco [24] cisco,meraki [24] meraki,seeking [24] seeking,senior [24] senior,level [24] level,software Top Word Pairs in Tweet in G6:
[99] #reactjs,#javascript [69] #reactjs,#vuejs [44] #javascript,#reactjs [33] #angular,#reactjs [33] #javascript,#nodejs [32] #vuejs,#javascript [32] #javascript,#angular [30] #android,#ios [29] #python,#javascript [29] #vuejs,#perl Top Word Pairs in Tweet in G7:
[103] hiring,frontend [103] frontend,developers [103] developers,softcom [103] softcom,#reactjs [103] #reactjs,devs [103] devs,preferred [103] preferred,send [103] send,cv [103] cv,kehinde [103] kehinde,softcom Top Word Pairs in Tweet in G8:
[168] js,dev [85] #javascript,#nodejs [85] #nodejs,#reactjs [85] node,react [84] #remote,#javascript [84] #reactjs,#job [84] #job,hiring [84] hiring,js [84] dev,experience [84] experience,node Top Word Pairs in Tweet in G9:
[82] dev,tip [82] tip,using [82] using,javascript [82] javascript,modern [82] modern,browsers [82] browsers,need [82] need,fancy [82] fancy,date [82] date,formatting [82] formatting,library Top Word Pairs in Tweet in G10:
[48] completed,day [48] 21dayckchallenge,learning [48] join,#21dayckchallenge [29] #reactjs,#blacktechtwitter [25] #21dayckchallenge,#reactjs [17] learning,#reactjs [16] study,session [13] #womenwhocode,#blacktechtwitter [11] people,ask [11] ask,dante Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: