The graph represents a network of 1,371 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 1415-day, 13-hour, 35-minute period from Saturday, 23 February 2019 at 11:24 UTC to Monday, 09 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 : 1371
Unique Edges : 388
Edges With Duplicates : 10233
Total Edges : 10621
Number of Edge Types : 8
Retweet : 3510
MentionsInRetweet : 3905
Tweet : 956
Mentions : 2058
Replies to : 27
Quote : 16
MentionsInQuote : 138
MentionsInReplyTo : 11
Self-Loops : 3083
Reciprocated Vertex Pair Ratio : 0.00244498777506112
Reciprocated Edge Ratio : 0.0048780487804878
Connected Components : 91
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 1242
Maximum Edges in a Connected Component : 10421
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.793729
Graph Density : 0.00109142987962327
Modularity : 0.162123
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,371 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 1415-day, 13-hour, 35-minute period from Saturday, 23 February 2019 at 11:24 UTC to Monday, 09 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:
[1749] #bigdata,#analytics [1390] #smartcity,#datascientist [1388] #datascientist,#csuite [1388] #healthtech,#smartcity [1388] #csuite,#digitalhealth [1387] #ehealth,#finserv [1387] #cx,#ehealth [1387] #web3,#cx [1387] #digitalhealth,#web3 [1089] #python,#rstats Top Word Pairs in Tweet in G1:
[929] #bigdata,#analytics [649] #cybersecurity,#bigdata [634] #machinelearning,#datascience [612] #datascience,#sql [553] #sql,#cybersecurity [476] #analytics,#ai [461] #python,#rstats [400] #ai,#iiot [390] #iiot,#python [350] #serverless,#datascientist Top Word Pairs in Tweet in G2:
[495] #bigdata,#analytics [479] #iot,#iiot [468] #analytics,#datascience [394] #ai,#machinelearning [393] #machinelearning,#iot [386] #datascience,#ai [382] #python,#rstats [265] #iiot,#python [214] #iiot,#pytorch [214] #pytorch,#python Top Word Pairs in Tweet in G3:
[1383] #healthtech,#smartcity [1383] #csuite,#digitalhealth [1383] #datascientist,#csuite [1383] #smartcity,#datascientist [1382] #web3,#cx [1382] #digitalhealth,#web3 [1382] #cx,#ehealth [1382] #ehealth,#finserv [781] chidambara09,#healthtech [714] #finserv,#mark Top Word Pairs in Tweet in G4:
[57] pequeño,libro [57] bioinformática,online [57] libro,bioinformática [57] online,gratuito [57] simple,bioinformática [57] introducción,simple [57] gratuito,introducción [56] rosanaferrero,pequeño [31] manejar,datos [31] guía,básica Top Word Pairs in Tweet in G5:
[123] #datascientist,#programming [123] #programming,#coding [120] learn,data [117] courses,#datascientist [114] free,online [114] online,courses [114] data,visualization [114] visualization,free [112] #coding,#100dayso [112] tut_ml,learn Top Word Pairs in Tweet in G6:
[122] course,#machinelearning [117] #datascience,#datascientist [96] #datascientist,#datascientist [94] #machinelearning,#deeplearning [88] #datascientist,#dataanalytics [85] #deeplearning,#datascience [77] #learning,#course [77] #course,#courses [77] #elearning,#learning [77] #ad,#elearning Top Word Pairs in Tweet in G7:
[71] download,pdf [63] data,sets [63] ideas,methods [63] both,simulated [63] sets,download [63] illustrated,both [63] simulated,data [63] methods,illustrated [62] parajulisaroj16,ideas [12] data,science Top Word Pairs in Tweet in G8:
[15] data,science [10] #datascience,#datascientist [9] deep,learning [8] #dataanalytics,#datascientist [7] #serverless,#datascientist [7] #bigdata,#analytics [7] #datascientist,#linux [7] machine,learning [6] #coding,#100daysofcode [6] data,scientist Top Word Pairs in Tweet in G9:
[81] #python,#rstats [61] #bigdata,#analytics [57] #ai,#saas [57] #dataanalytics,#python [52] #rstats,#reactjs [40] #blockchain,#ai [36] #datascientist,#dataanalytics [36] #saas,#datascientist [29] #datascientist,#tech [27] #iiot,#python Top Word Pairs in Tweet in G10:
[70] #bigdata,#analytics [53] #analytics,#datascience [51] #datascience,#ai [40] #ai,#machinelearning [40] #machinelearning,#iot [37] #programming,#coding [36] #python,#rstats [31] #linux,#programming [30] hmu,assistance [29] #pytorch,#python Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: