The graph represents a network of 1,102 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, 15 November 2021 at 20:01 UTC.
The requested start date was Monday, 15 November 2021 at 01:01 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 2-day, 8-hour, 58-minute period from Friday, 12 November 2021 at 15:58 UTC to Monday, 15 November 2021 at 00:57 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 : 1102
Unique Edges : 896
Edges With Duplicates : 15404
Total Edges : 16300
Number of Edge Types : 5
Retweet : 7113
MentionsInRetweet : 8303
Mentions : 310
Tweet : 567
Replies to : 7
Self-Loops : 626
Reciprocated Vertex Pair Ratio : 0.00517836593785961
Reciprocated Edge Ratio : 0.0103033772180882
Connected Components : 36
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1016
Maximum Edges in a Connected Component : 16170
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.283376
Graph Density : 0.00287974469670371
Modularity : 0.135331
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,102 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, 15 November 2021 at 20:01 UTC.
The requested start date was Monday, 15 November 2021 at 01:01 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 2-day, 8-hour, 58-minute period from Friday, 12 November 2021 at 15:58 UTC to Monday, 15 November 2021 at 00:57 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:
[4077] #bigdata,#analytics [2845] #machinelearning,#bigdata [2730] #analytics,#datascience [2702] #iot,#iiot [1954] #datascience,#ai [1613] #pytorch,#python [1388] #ai,#machinelearning [1138] #machinelearning,#iot [1134] #python,#rstats [1020] #datascience,#iot Top Word Pairs in Tweet in G1:
[2935] #bigdata,#analytics [2196] #machinelearning,#bigdata [1893] #iot,#iiot [1874] #analytics,#datascience [1302] #datascience,#ai [1232] #pytorch,#python [935] #ai,#machinelearning [831] #dataanalytics,#machinelearning [817] #bigdata,#datascience [795] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[239] #bigdata,#analytics [163] #analytics,#datascience [150] #iot,#iiot [129] #machinelearning,#bigdata [122] #datascience,#ai [114] #ai,#machinelearning [98] #pytorch,#python [79] #books,#ebooks [78] data,science [74] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[219] #fintech,#insurtech [206] #insurtech,#finserv [205] #bigdata,#analytics [190] #finserv,#marketing [144] #machinelearning,#bigdata [143] #analytics,#datascience [111] #marketing,#100daysofcode [111] #iot,#iiot [96] #100daysofcode,#datascientist [94] #datascience,#ai Top Word Pairs in Tweet in G4:
[314] #bigdata,#analytics [301] #iot,#iiot [260] #analytics,#datascience [189] #datascience,#ai [180] #ai,#machinelearning [171] #machinelearning,#iot [146] #pytorch,#python [145] #python,#rstats [142] #iiot,#pytorch [99] #iiot,#python Top Word Pairs in Tweet in G5:
[302] #machinelearning,#bigdata [289] #bigdata,#analytics [231] #analytics,#datascience [208] #datascience,#ai [162] #iot,#iiot [142] #ai,#iot [129] #iiot,#python [125] #python,#rstats [117] #rstats,#tensorflow [116] #tensorflow,#java Top Word Pairs in Tweet in G6:
[47] #machinelearning,#bigdata [47] #pytorch,#python [45] #bigdata,#analytics [42] #iot,#iiot [38] #dataanalytics,#machinelearning [35] #bigdata,#datascience [34] #datascience,#pytorch [33] #100daysofcode,#dataanalytics [32] full,stack [32] stack,developer Top Word Pairs in Tweet in G7:
[31] #bigdata,#analytics [27] #iot,#iiot [23] #analytics,#datascience [16] machine,learning [15] #datascience,#ai [14] #python,#datascience [14] #datascience,#iot [14] #pytorch,#python [13] #iiot,#pytorch [12] using,python Top Word Pairs in Tweet in G8:
[19] breaking,20k [19] 20k,analysis [19] analysis,effort [19] effort,tweet [19] tweet,last [19] last,night [19] night,donor [19] donor,come [19] come,forward [19] forward,looking Top Word Pairs in Tweet in G9:
[5] data,scientist [4] data,science [3] #datascientist,#analytics [2] science,project [2] #data,#datascientist [2] 11,16 [2] 16,17の二日間 [2] 17の二日間,データサイエンティスト協会 [2] データサイエンティスト協会,第８回シンポジウムを開催します [2] 第８回シンポジウムを開催します,産総研辻井潤一先生の基調講演に始まる充実のプログラム Top Word Pairs in Tweet in G10:
[13] #bigdata,#analytics [10] #iot,#iiot [9] #analytics,#datascience [6] #ai,#datascience [6] #python,#bigdata [6] #iiot,#azure [5] fastest,growing [5] growing,#jobs [5] #jobs,next [5] next,decade Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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: