The graph represents a network of 3,725 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 23:34 UTC.
The requested start date was Friday, 25 March 2022 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 2-day, 21-hour, 37-minute period from Tuesday, 22 March 2022 at 02:23 UTC to Friday, 25 March 2022 at 00:00 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 : 3725
Unique Edges : 3254
Edges With Duplicates : 14411
Total Edges : 17665
Number of Edge Types : 5
Retweet : 6018
MentionsInRetweet : 7900
Tweet : 1753
Mentions : 1799
Replies to : 195
Self-Loops : 1876
Reciprocated Vertex Pair Ratio : 0.0137246313330413
Reciprocated Edge Ratio : 0.0270776321474867
Connected Components : 550
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 2343
Maximum Edges in a Connected Component : 15696
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.472257
Graph Density : 0.00050050822165673
Modularity : 0.317109
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,725 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 23:34 UTC.
The requested start date was Friday, 25 March 2022 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 2-day, 21-hour, 37-minute period from Tuesday, 22 March 2022 at 02:23 UTC to Friday, 25 March 2022 at 00:00 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 : %22data science%22 OR #datascience
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:
[1696] data,science [1218] #bigdata,#analytics [1047] #iot,#iiot [903] machine,learning [847] #analytics,#datascience [810] #ai,#machinelearning [783] #datascience,#ai [563] #machinelearning,#iot [529] #python,#rstats [495] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[723] #bigdata,#analytics [653] #iot,#iiot [445] #analytics,#datascience [402] #datascience,#ai [385] #ai,#machinelearning [305] #machinelearning,#iot [304] machine,learning [290] #python,#datascience [274] #python,#rstats [271] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[176] machine,learning [167] data,science [156] #machinelearning,#datascience [129] #bigdata,#analytics [106] #ai,#machinelearning [104] #datascience,#bigdata [92] 2022,03 [92] latest,covid [92] covid,insights [92] insights,analytics Top Word Pairs in Tweet in G3:
[84] #ai,#machinelearning [84] #bigdata,#analytics [80] #datascience,#ai [76] machine,learning [70] #analytics,#datascience [68] #iot,#iiot [68] data,science [63] #bigdata,#datascience [45] gt,gt [44] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[216] data,science [175] machine,learning [137] science,machine [136] snapshot,small [136] small,subset [136] subset,coding [136] coding,data [136] learning,books [136] books,collection [135] tunguz,snapshot Top Word Pairs in Tweet in G5:
[166] data,science [13] machine,learning [9] data,scientist [9] great,data [7] big,data [7] data,analytics [7] #data,#datascience [7] science,book [6] #data,science [5] analytics,data Top Word Pairs in Tweet in G6:
[158] data,science [72] machine,learning [52] #ai,#machinelearning [51] #bigdata,#analytics [43] #iot,#iiot [41] #datascience,#ai [41] #analytics,#datascience [31] #machinelearning,#iot [28] united,states [24] python,data Top Word Pairs in Tweet in G7:
[217] #bigdata,#analytics [199] #iot,#iiot [195] #analytics,#datascience [158] #datascience,#ai [150] #ai,#machinelearning [144] #python,#rstats [142] #machinelearning,#iot [113] #iiot,#pytorch [112] #pytorch,#python [72] #iiot,#python Top Word Pairs in Tweet in G8:
[64] #rstats,#datascience [37] learned,create [37] create,apis [37] apis,#rstats [37] #rstats,functions [37] functions,first [37] first,thought [37] thought,turns [36] ivelasq3,learned [24] data,science Top Word Pairs in Tweet in G9:
[50] data,science [17] guiding,principles [17] principles,learning [17] learning,data [16] #ai,#machinelearning [16] marktenenholtz,guiding [10] #datascience,#deeplearning [9] #artificialintelligence,#ai [9] #machinelearning,#technology [9] #technology,#datascience Top Word Pairs in Tweet in G10:
[23] data,science [8] write,papers [8] papers,100 [8] 100,plagiarism [8] plagiarism,free [8] free,research [8] research,papers [8] papers,capstone [8] capstone,projects [8] projects,discussion Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: