The graph represents a network of 1,256 Twitter users whose recent tweets contained "datascientist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 1450-day, 13-hour, 31-minute period from Saturday, 23 February 2019 at 11:24 UTC to Monday, 13 February 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1256
Unique Edges : 442
Edges With Duplicates : 9885
Total Edges : 10327
Number of Edge Types : 8
Retweet : 3480
MentionsInRetweet : 3874
Mentions : 1366
MentionsInQuote : 188
Tweet : 1232
MentionsInReplyTo : 116
Quote : 30
Replies to : 41
Self-Loops : 2689
Reciprocated Vertex Pair Ratio : 0.0129286115795391
Reciprocated Edge Ratio : 0.025527192008879
Connected Components : 144
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 1022
Maximum Edges in a Connected Component : 9970
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.66296
Graph Density : 0.00114319790900094
Modularity : 0.14955
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,256 Twitter users whose recent tweets contained "datascientist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 1450-day, 13-hour, 31-minute period from Saturday, 23 February 2019 at 11:24 UTC to Monday, 13 February 2023 at 00:56 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : datascientist
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:
[2217] #bigdata,#analytics [1309] #python,#rstats [1198] #analytics,#datascience [1158] #smartcity,#5g [1158] #healthtech,#smartcity [1155] #5g,#datascientist [1153] #datascientist,#csuite [1153] #csuite,#digitalhealth [1150] #vive2023,#healthtech [1147] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[524] #bigdata,#analytics [521] #iot,#iiot [504] #analytics,#datascience [386] #python,#rstats [368] #ai,#machinelearning [362] #datascience,#ai [351] #machinelearning,#iot [274] #rstats,#tensorflow [255] #iiot,#pytorch [255] #pytorch,#python Top Word Pairs in Tweet in G2:
[980] #bigdata,#analytics [531] #analytics,#ai [518] #python,#rstats [516] #datascientist,#linux [487] #cybersecurity,#bigdata [462] #serverless,#datascientist [442] #machinelearning,#datascience [429] #cloudcomputing,#serverless [401] hacking,recovery [394] #ai,#iiot Top Word Pairs in Tweet in G3:
[1135] #smartcity,#5g [1135] #healthtech,#smartcity [1132] #5g,#datascientist [1130] #datascientist,#csuite [1130] #csuite,#digitalhealth [1127] #vive2023,#healthtech [1125] #digitalhealth,#web3 [1121] #web3,#cx [1119] #cx,#ehealth [733] chidambara09,#vive2023 Top Word Pairs in Tweet in G4:
[15] #datascientist,#linux [14] #serverless,#datascientist [12] #cloudcomputing,#serverless [12] #programming,#coding [11] #coding,#100daysofcode [11] #dataanalytics,#datascientist [11] #bigdata,#analytics [11] #100daysofcode,#nodejs [11] #linux,#programming [10] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[170] #bigdata,#analytics [133] #analytics,#ai [131] #cybersecurity,#bigdata [118] #ai,#iiot [118] #sql,#cybersecurity [115] #datascience,#sql [107] #python,#rstats [102] #machinelearning,#datascience [90] #iiot,#python [43] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[120] #iot,#iiot [116] #bigdata,#analytics [104] #iiot,#iotpl [90] #ai,#ml [75] #programming,#coding [63] #python,#rstats [59] #analytics,#datascience [57] #analytics,#ai [54] #coding,#100daysofcode [50] #datascience,#ai Top Word Pairs in Tweet in G7:
[102] data,science [74] #bigdata,#analytics [73] #analytics,#datascience [72] #datascience,#ai [67] #python,#bigdata [67] #python3,#python [59] catherineadenle,infographic [50] science,cheat [42] infographic,data [36] #ai,#machinelearning Top Word Pairs in Tweet in G8:
[50] #programming,#coding [49] courses,#datascientist [49] #coding,#100daysofcode [49] #datascientist,#programming [45] #100daysofcode,#sql [36] tut_ml,learn [36] #bigdata,#analytics [35] data,science [32] learn,data [28] #analytics,#datascience Top Word Pairs in Tweet in G9:
[22] #dataanalytics,#rstats [22] #rstats,#reactjs [22] #ai,#datasecurity [21] #ai,#machinelearning [20] #flutter,#java [20] #python,#php [20] #php,#flutter [20] #datasecurity,#dataanalytics [20] #reactjs,#python [19] late,learn Top Word Pairs in Tweet in G10:
[57] #datascience,#datascientist [56] #machinelearning,#datascience [50] course,#machinelearning [48] #bigdata,#analytics [40] #datascientist,#datascientist [39] #analytics,#datascience [36] #iot,#iiot [31] #ad,#elearning [31] #elearning,#learning [31] #course,#courses Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: