The graph represents a network of 1,238 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 830-day, 15-hour, 13-minute period from Wednesday, 02 December 2020 at 08:45 UTC to Sunday, 12 March 2023 at 23:58 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 : 1238
Unique Edges : 302
Edges With Duplicates : 9389
Total Edges : 9691
Number of Edge Types : 8
Retweet : 3509
MentionsInRetweet : 3773
Tweet : 1419
Mentions : 741
Replies to : 19
MentionsInQuote : 122
MentionsInReplyTo : 101
Quote : 7
Self-Loops : 2276
Reciprocated Vertex Pair Ratio : 0.00649350649350649
Reciprocated Edge Ratio : 0.0129032258064516
Connected Components : 101
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1070
Maximum Edges in a Connected Component : 9403
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.518041
Graph Density : 0.0012145701401196
Modularity : 0.157068
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,238 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 830-day, 15-hour, 13-minute period from Wednesday, 02 December 2020 at 08:45 UTC to Sunday, 12 March 2023 at 23:58 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:
[2606] #bigdata,#analytics [1813] #python,#rstats [1268] #analytics,#datascience [1248] #iiot,#python [1232] #cybersecurity,#bigdata [1230] #iot,#iiot [1223] #machinelearning,#datascience [1180] #analytics,#ai [1039] #ai,#iiot [1000] #datascience,#ai Top Word Pairs in Tweet in G1:
[667] #bigdata,#analytics [665] #analytics,#datascience [659] #iot,#iiot [527] #datascience,#ai [525] #python,#rstats [488] #ai,#machinelearning [486] #machinelearning,#iot [401] #iiot,#pytorch [400] #pytorch,#python [236] #iiot,#python Top Word Pairs in Tweet in G2:
[1260] #bigdata,#analytics [811] #cybersecurity,#bigdata [806] #machinelearning,#datascience [756] #analytics,#ai [739] #python,#rstats [712] #datascientist,#linux [647] #datascience,#sql [646] hacking,recovery [611] #ai,#iiot [601] #serverless,#datascientist Top Word Pairs in Tweet in G3:
[455] #datascientist,#csuite [455] #healthtech,#smartcity [454] #csuite,#digitalhealth [451] #web3,#cx [451] #digitalhealth,#web3 [449] #vive2023,#healthtech [306] #smartcity,#dataviz [306] #dataviz,#datascientist [264] chidambara09,#vive2023 [255] #cx,#ehealth Top Word Pairs in Tweet in G4:
[142] #cybersecurity,#bigdata [142] #ai,#iiot [135] #sql,#cybersecurity [132] #python,#rstats [127] #bigdata,#analytics [127] #iiot,#python [107] #machinelearning,#datascience [102] #datascience,#sql [93] #analytics,#ai [49] data,#analytics Top Word Pairs in Tweet in G5:
[178] #bigdata,#analytics [177] #python,#rstats [150] #iiot,#python [143] #ai,#iiot [139] #cybersecurity,#bigdata [134] #sql,#cybersecurity [130] #analytics,#ai [126] #datascience,#sql [115] #machinelearning,#datascience [75] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[24] #datascience,#datascientist [24] #data,#datascience [16] #datascientist,#datastrategy [12] #bigdata,#analytics [12] #datascientist,#linux [11] data,science [11] #serverless,#datascientist [10] #cloudcomputing,#serverless [9] #al,#llot [9] #datastrategy,#dataviz Top Word Pairs in Tweet in G7:
[88] #bigdata,#analytics [72] #python,#rstats [59] #iiot,#python [52] #cybersecurity,#bigdata [52] #ai,#iiot [50] #sql,#cybersecurity [45] #programming,#coding [45] #datascience,#sql [45] #analytics,#ai [44] #coding,#100daysofcode Top Word Pairs in Tweet in G8:
[191] course,#machinelearning [154] #datascience,#datascientist [136] #machinelearning,#deeplearning [127] #datascientist,#datascientist [119] #deeplearning,#datascience [106] #ad,#elearning [106] #elearning,#learning [106] #dataanalyst,#ad [106] #course,#courses [106] #dataanalytics,#dataanalyst Top Word Pairs in Tweet in G9:
[36] robots,look [36] look,work [36] work,day [36] team,nfai [36] nfai,#datascientist [36] day,team [35] nfalabs,robots Top Word Pairs in Tweet in G10:
[24] #bigdata,#analytics [19] #ai,#iiot [19] #analytics,#ai [16] #machinelearning,#datascience [14] #iiot,#python [14] #datascience,#sql [14] #cybersecurity,#bigdata [14] #python,#rstats [12] #javascript,#reactjs [10] #programming,#coding Top Replied-To in Entire Graph:
Top Replied-To in G10:
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: