The graph represents a network of 1,493 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 20:48 UTC.
The tweets in the network were tweeted over the 1025-day, 4-hour, 51-minute period from Thursday, 26 March 2020 at 20:09 UTC to Monday, 16 January 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 : 1493
Unique Edges : 485
Edges With Duplicates : 10142
Total Edges : 10627
Number of Edge Types : 8
Retweet : 3650
MentionsInRetweet : 4223
Tweet : 1133
Replies to : 32
MentionsInReplyTo : 82
Mentions : 1279
Quote : 14
MentionsInQuote : 214
Self-Loops : 2644
Reciprocated Vertex Pair Ratio : 0.00851788756388416
Reciprocated Edge Ratio : 0.0168918918918919
Connected Components : 102
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1323
Maximum Edges in a Connected Component : 10378
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.404257
Graph Density : 0.00106304847105976
Modularity : 0.17361
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,493 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 20:48 UTC.
The tweets in the network were tweeted over the 1025-day, 4-hour, 51-minute period from Thursday, 26 March 2020 at 20:09 UTC to Monday, 16 January 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:
[2535] #bigdata,#analytics [1523] #python,#rstats [1495] #analytics,#datascience [1410] #iot,#iiot [1230] #datascience,#ai [1047] #ai,#machinelearning [966] #machinelearning,#iot [958] #iiot,#python [930] #machinelearning,#datascience [896] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[673] #bigdata,#analytics [673] #iot,#iiot [666] #analytics,#datascience [587] #python,#rstats [493] #datascience,#ai [484] #ai,#machinelearning [478] #machinelearning,#iot [401] #iiot,#pytorch [401] #pytorch,#python [244] #rstats,#tensorflo Top Word Pairs in Tweet in G2:
[390] #bigdata,#analytics [270] #iot,#iiot [207] #python,#rstats [198] #programming,#coding [197] #analytics,#datascience [191] #analytics,#ai [188] #datascience,#ai [162] #ai,#machinelearning [142] #ai,#ml [142] #coding,#100daysofcode Top Word Pairs in Tweet in G3:
[923] #bigdata,#analytics [534] #machinelearning,#datascience [532] #cybersecurity,#bigdata [531] #datascience,#sql [503] #sql,#cybersecurity [409] #datascientist,#linux [370] #analytics,#al [368] #al,#llot [365] #python,#rstats [351] #analytics,#datascience Top Word Pairs in Tweet in G4:
[742] #datascientist,#csuite [742] #web3,#cx [742] #healthtech,#smartcity [742] #csuite,#digitalhealth [742] #digitalhealth,#web3 [741] #cx,#ehealth [739] #ehealth,#finserv [660] #smartcity,#5g [660] #5g,#datascientist [406] chidambara09,#healthtech Top Word Pairs in Tweet in G5:
[347] #bigdata,#analytics [257] #python,#rstats [208] #iiot,#python [193] #analytics,#ai [190] #cybersecurity,#bigdata [189] #ai,#iiot [189] #sql,#cybersecurity [188] #datascience,#sql [186] #machinelearning,#datascience [149] #analytics,#datascience Top Word Pairs in Tweet in G6:
[124] parajulisaroj16,book [73] programming,language [66] solid,understanding [66] python,programming [66] language,giving [66] builds,solid [66] book,builds [66] abstraction,implementation [66] giving,abstraction [66] understanding,python Top Word Pairs in Tweet in G7:
[21] #datascientist,#linux [20] #serverless,#datascientist [20] #cloudcomputing,#serverless [20] #bigdata,#analytics [16] #javascript,#reactjs [14] #coding,#100daysofcode [13] #programming,#coding [12] #al,#llot [12] #nodejs,#golang [12] #100daysofcode,#nodejs Top Word Pairs in Tweet in G8:
[34] #machinelearning,#python [34] libros,online [34] #datascientist,#bigdata [34] #bigdata,#machinelearning [34] descargables,gratis [34] gratis,#datascientist [34] online,pdf [34] pdf,descargables [33] rosanaferrero,libros [3] visualización,datos Top Word Pairs in Tweet in G9:
[36] #bigdata,#analytics [34] #analytics,#datascience [32] #datascience,#ai [16] #python3,#cheatsheets [16] #ai,#python3 [16] advanced,#bigdata [16] 10,python [16] python,cheat [16] beginner,advanced [16] #cheatsheets,#iot Top Word Pairs in Tweet in G10:
[21] cheat,sheet [20] #datascience,#cybersecurity [20] #machinelearning,#artificialintelligence [20] #artificialintelligence,#datascience [19] #python,debugging [19] sheet,#deeplearning [19] #deeplearning,#machinelearning [19] debugging,cheat [18] #bigdata,#analytics [18] #cybersecurity,#bigda Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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: