The graph represents a network of 1,190 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 17:23 UTC.
The requested start date was Monday, 26 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 58-minute period from Thursday, 22 April 2021 at 17:03 UTC to Sunday, 25 April 2021 at 23:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 1190
Unique Edges : 782
Edges With Duplicates : 14607
Total Edges : 15389
Number of Edge Types : 5
Retweet : 6916
MentionsInRetweet : 7577
Mentions : 334
Tweet : 551
Replies to : 11
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.00733675715333822
Reciprocated Edge Ratio : 0.0145666423889294
Connected Components : 93
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 1002
Maximum Edges in a Connected Component : 15123
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.181652
Graph Density : 0.00194075948293531
Modularity : 0.129813
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,190 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 April 2021 at 17:23 UTC.
The requested start date was Monday, 26 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 5-hour, 58-minute period from Thursday, 22 April 2021 at 17:03 UTC to Sunday, 25 April 2021 at 23:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[5688] #bigdata,#analytics [5048] #iot,#iiot [4608] #analytics,#datascience [2884] #datascience,#ai [2716] #iiot,#pytorch [2480] #ai,#machinelearning [2280] #machinelearning,#iot [2173] #python,#rstats [2054] #datascience,#iot [1690] #pytorch,#python Top Word Pairs in Tweet in G1:
[692] #bigdata,#analytics [657] #analytics,#datascience [641] #iot,#iiot [390] #datascience,#ai [362] #python,#rstats [348] #iiot,#pytorch [302] #ai,#machinelearning [291] #machinelearning,#iot [271] #pytorch,#python [230] #datascience,#iot Top Word Pairs in Tweet in G2:
[4118] #bigdata,#analytics [3607] #iot,#iiot [3298] #analytics,#datascience [2086] #datascience,#ai [1927] #iiot,#pytorch [1816] #ai,#machinelearning [1668] #machinelearning,#iot [1473] #python,#rstats [1468] #datascience,#iot [1193] #pytorch,#python Top Word Pairs in Tweet in G3:
[567] #bigdata,#analytics [530] #iot,#iiot [392] #analytics,#datascience [311] #iiot,#pytorch [255] #datascience,#iot [242] #datascience,#ai [224] #python,#rstats [203] #ai,#machinelearning [187] #machinelearning,#iot [166] #javascript,#reactjs Top Word Pairs in Tweet in G4:
[46] #bigdata,#analytics [39] #analytics,#datascience [36] #iot,#iiot [22] #tech,#technology [22] #python,#rstats [21] #bigdata,#machinelearning [19] #ai,#machinelearning [18] #machinelearning,#iot [17] #datascience,#ai [15] differences,between Top Word Pairs in Tweet in G5:
[36] #bigdata,#analytics [32] #iot,#iiot [30] #analytics,#datascience [19] #machinelearning,#iot [17] #datascience,#ai [17] #ai,#machinelearning [17] #iiot,#pytorch [13] data,science [13] #python,#rstats [11] looking,cool Top Word Pairs in Tweet in G6:
[13] data,scientist [5] #datascience,#datascientist [5] #compartilhe,#ebook [5] #ebook,tornar [5] tornar,#msl [5] #msl,vol [5] vol,brazil [5] brazil,sfe [5] sfe,books [5] books,#datascientist Top Word Pairs in Tweet in G7:
[72] #analytics,#bigdata [64] #bigdata,#rstats [64] #rstats,#ai [59] #bigdata,#analytics [53] #iot,#iiot [43] #analytics,#datascience [43] #datascientist,#datascience [40] #data,#analytics [39] #datascience,#data [36] catherineadenle,infographic Top Word Pairs in Tweet in G8:
[127] #bigdata,#analytics [111] #analytics,#datascience [111] #iot,#iiot [77] #datascience,#ai [64] #ai,#machinelearning [60] #machinelearning,#iot [51] #iiot,#pytorch [50] #python,#rstats [36] #datascience,#iot [34] #iiot,#python Top Word Pairs in Tweet in G9:
[25] looking,#datascientist [25] #datascientist,join [25] join,multi [25] multi,disciplinary [25] disciplinary,team [25] team,promote [25] promote,more [25] more,#sustainable [25] #sustainable,#agriculture [25] #agriculture,using Top Word Pairs in Tweet in G10:
[27] #ai,#machinelearning [25] #bigdata,#analytics [23] #iot,#iiot [21] #analytics,#datascience [15] #datascience,#ai [14] data,scientist [14] #machinelearning,#datajobs [13] #datajobs,#jobsearch [11] #jobsearch,#mljobs [11] #machinelearning,#iot Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: