The graph represents a network of 1,514 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 20:48 UTC.
The tweets in the network were tweeted over the 822-day, 16-hour, 33-minute period from Thursday, 05 November 2020 at 08:27 UTC to Monday, 06 February 2023 at 01:00 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 : 1514
Unique Edges : 499
Edges With Duplicates : 9974
Total Edges : 10473
Number of Edge Types : 8
Retweet : 3692
MentionsInRetweet : 4104
Tweet : 1087
Quote : 30
MentionsInReplyTo : 93
Mentions : 1271
Replies to : 35
MentionsInQuote : 161
Self-Loops : 2175
Reciprocated Vertex Pair Ratio : 0.0102960102960103
Reciprocated Edge Ratio : 0.0203821656050955
Connected Components : 106
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 1325
Maximum Edges in a Connected Component : 10171
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.539996
Graph Density : 0.00102807810075777
Modularity : 0.181786
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,514 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 20:48 UTC.
The tweets in the network were tweeted over the 822-day, 16-hour, 33-minute period from Thursday, 05 November 2020 at 08:27 UTC to Monday, 06 February 2023 at 01:00 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:
[2016] #bigdata,#analytics [1179] #python,#rstats [1095] #datascientist,#csuite [1095] #healthtech,#smartcity [1095] #web3,#cx [1095] #digitalhealth,#web3 [1095] #csuite,#digitalhealth [1093] #smartcity,#5g [1093] #5g,#datascientist [1091] #cx,#ehealth Top Word Pairs in Tweet in G1:
[472] #bigdata,#analytics [471] #iot,#iiot [442] #analytics,#datascience [362] #python,#rstats [362] #iiot,#python [306] #machinelearning,#iot [295] #ai,#machinelearning [267] #datascience,#ai [263] #rstats,#tensorflow [164] #datascience,#iot Top Word Pairs in Tweet in G2:
[893] #bigdata,#analytics [574] #cybersecurity,#bigdata [535] #machinelearning,#datascience [465] #sql,#cybersecurity [459] #datascientist,#linux [457] #python,#rstats [435] #datascience,#sql [413] #serverless,#datascientist [382] #analytics,#ai [356] #cloudcomputing,#serverless Top Word Pairs in Tweet in G3:
[171] quick,reference [171] analysis,statistical [171] programming,language [171] reference,guide [171] language,used [171] used,data [171] statistical,computing [171] powerful,programming [171] computing,quick [171] data,analysis Top Word Pairs in Tweet in G4:
[946] #digitalhealth,#web3 [946] #healthtech,#smartcity [946] #csuite,#digitalhealth [946] #datascientist,#csuite [946] #web3,#cx [944] #smartcity,#5g [944] #5g,#datascientist [943] #cx,#ehealth [938] #vive2023,#healthtech [621] chidambara09,#vive2023 Top Word Pairs in Tweet in G5:
[144] #bigdata,#analytics [108] #iot,#iiot [94] #analytics,#datascience [91] #datascientist,#csuite [91] #smartcity,#5g [91] #5g,#datascientist [91] #web3,#cx [91] #healthtech,#smartcity [91] #csuite,#digitalhealth [91] #digitalhealth,#web3 Top Word Pairs in Tweet in G6:
[212] #bigdata,#analytics [163] #analytics,#ai [161] #machinelearning,#datascience [160] #datascience,#sql [159] #ai,#iiot [142] #iiot,#python [137] #cybersecurity,#bigdata [131] #sql,#cybersecurity [112] #python,#rstats [89] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[148] gt,gt [76] data,head [75] becoming,data [75] understand,#datascience [75] #datascience,#statistics [75] head,think [75] think,speak [75] speak,understand [75] #statistics,#machinelearning [74] great,book Top Word Pairs in Tweet in G8:
[125] #bigdata,#analytics [88] #python,#rstats [77] #analytics,#ai [75] #ai,#iiot [74] #cybersecurity,#bigdata [72] #datascience,#sql [68] #sql,#cybersecurity [64] #machinelearning,#datascience [63] #iiot,#python [48] #iot,#iiot Top Word Pairs in Tweet in G9:
[26] #datascience,#datascientist [16] #datascientist,#datastrategy [16] #data,#datascience [10] #statistics,#data [9] #serverless,#datascientist [9] data,scientist [9] #javascript,#reactjs [9] #bigdata,#analytics [9] #programming,#coding [8] data,science Top Word Pairs in Tweet in G10:
[174] course,#machinelearning [163] #datascience,#datascientist [128] #datascientist,#datascientist [110] #machinelearning,#deeplearning [109] #course,#courses [109] #dataanalytics,#dataanalyst [109] #ad,#elearning [109] #dataanalyst,#ad [109] #elearning,#learning [109] #learning,#course Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: