The graph represents a network of 1,297 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 823-day, 16-hour, 3-minute period from Wednesday, 02 December 2020 at 08:45 UTC to Monday, 06 March 2023 at 00:49 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 : 1297
Unique Edges : 403
Edges With Duplicates : 9732
Total Edges : 10135
Number of Edge Types : 9
Retweet : 3605
MentionsInRetweet : 3989
Mentions : 1196
Replies to : 30
Tweet : 1135
MentionsInQuote : 131
MentionsInReplyTo : 35
MentionsInQuoteReply : 7
Quote : 7
Self-Loops : 2448
Reciprocated Vertex Pair Ratio : 0.00372340425531915
Reciprocated Edge Ratio : 0.00741918388977213
Connected Components : 119
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 1089
Maximum Edges in a Connected Component : 9778
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.701106
Graph Density : 0.00112260487164111
Modularity : 0.160325
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,297 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 20:49 UTC.
The tweets in the network were tweeted over the 823-day, 16-hour, 3-minute period from Wednesday, 02 December 2020 at 08:45 UTC to Monday, 06 March 2023 at 00:49 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:
[2258] #bigdata,#analytics [1358] #python,#rstats [1113] #analytics,#ai [1106] #analytics,#datascience [1097] #machinelearning,#datascience [1083] #iiot,#python [1018] #cybersecurity,#bigdata [950] #iot,#iiot [948] #datascience,#sql [935] #datascientist,#csuite Top Word Pairs in Tweet in G1:
[658] #bigdata,#analytics [607] #analytics,#datascience [542] #iot,#iiot [479] #python,#rstats [458] #datascience,#ai [457] #ai,#machinelearning [375] #machinelearning,#iot [301] #iiot,#python [296] #iiot,#pytorch [291] #pytorch,#python Top Word Pairs in Tweet in G2:
[428] #bigdata,#analytics [336] #machinelearning,#datascience [335] #cybersecurity,#bigdata [334] #datascience,#sql [333] #analytics,#ai [331] #ai,#iiot [326] #sql,#cybersecurity [274] #iiot,#python [223] #python,#rstats [94] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[919] #bigdata,#analytics [625] #analytics,#ai [601] #machinelearning,#datascience [575] #cybersecurity,#bigdata [519] #python,#rstats [510] #datascience,#sql [479] #ai,#iiot [452] #sql,#cybersecurity [439] #datascientist,#linux [437] #iiot,#python Top Word Pairs in Tweet in G4:
[62] #innovation,#technology [59] tmi_insights,#futureofwork [57] #technology,#coding [56] #futureofwork,#skills [54] diversity,tmi_insights [54] #skills,#innovation [54] workplace,diversity [54] upsides,workplace [53] khulood_almani,upsides [53] #coding,# Top Word Pairs in Tweet in G5:
[43] powerful,tool [43] perform,data [43] science,allows [43] data,science [43] data,preparation [43] preparation,data [43] allows,perform [43] data,exploration [43] exploration,visualization [43] tool,data Top Word Pairs in Tweet in G6:
[18] #coding,#100daysofcode [16] #javascript,#reactjs [13] data,scientist [13] #serverless,#datascientist [13] #bigdata,#analytics [12] #python,#rstats [12] #java,#javascript [12] #programming,#coding [11] #cloudcomputing,#serverless [11] #ai,#machinelearning Top Word Pairs in Tweet in G7:
[898] #datascientist,#csuite [898] #healthtech,#smartcity [896] #smartcity,#ata2023 [896] #digitalhealth,#web3 [896] #ata2023,#datascientist [896] #csuite,#digitalhealth [893] #vive2023,#healthtech [893] #web3,#cx [561] chidambara09,#vive2023 [477] #cx,#ehe Top Word Pairs in Tweet in G8:
[160] course,#machinelearning [134] #datascience,#datascientist [121] #machinelearning,#deeplearning [113] #datascientist,#datascientist [107] #datascientist,#dataanalytics [107] #deeplearning,#datascience [104] #dataanalyst,#ad [104] #learning,#course [104] #ad,#elearning [104] #dataanalytics,#dataanalyst Top Word Pairs in Tweet in G9:
[66] #iot,#iiot [53] #iiot,#iotpl [48] #bigdata,#analytics [42] #ai,#ml [41] #programming,#coding [29] #datascience,#analytics [28] #coding,#100daysofcode [28] #analytics,#ai [28] #100daysofcode,#devcommunity [27] #iotpl,#iotcl Top Word Pairs in Tweet in G10:
[74] #datascience,#ai [61] #analytics,#datascience [47] #bigdata,#analytics [47] data,science [46] catherineadenle,infographic [38] #ai,#machinelearning [35] #machinelearning,#iot [24] #python3,#python [24] #python,#bigdata [21] tech,careers Top Replied-To in Entire Graph:
Top Replied-To in G8:
Top Replied-To in G9:
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: