The graph represents a network of 1,061 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, 12 April 2021 at 17:23 UTC.
The requested start date was Monday, 12 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 2-day, 15-hour, 52-minute period from Friday, 09 April 2021 at 08:08 UTC to Monday, 12 April 2021 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 : 1061
Unique Edges : 850
Edges With Duplicates : 14569
Total Edges : 15419
Number of Edge Types : 5
Retweet : 6909
MentionsInRetweet : 7563
Tweet : 617
Mentions : 297
Replies to : 33
Self-Loops : 731
Reciprocated Vertex Pair Ratio : 0.00855578370978782
Reciprocated Edge Ratio : 0.0169664065151001
Connected Components : 82
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 15118
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.211651
Graph Density : 0.0026203474827948
Modularity : 0.120879
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,061 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, 12 April 2021 at 17:23 UTC.
The requested start date was Monday, 12 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 2-day, 15-hour, 52-minute period from Friday, 09 April 2021 at 08:08 UTC to Monday, 12 April 2021 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 : 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:
[4693] #bigdata,#analytics [4374] #iot,#iiot [3722] #analytics,#datascience [2775] #datascience,#ai [2211] #ai,#machinelearning [2175] #python,#rstats [1864] #machinelearning,#iot [1855] #iiot,#python [1593] #iiot,#pytorch [1464] #datascience,#iot Top Word Pairs in Tweet in G1:
[659] #bigdata,#analytics [616] #iot,#iiot [616] #analytics,#datascience [410] #datascience,#ai [375] #python,#rstats [332] #ai,#machinelearning [294] #iiot,#python [293] #machinelearning,#iot [291] #iiot,#pytorch [288] #pytorch,#python Top Word Pairs in Tweet in G2:
[2593] #bigdata,#analytics [2445] #iot,#iiot [1983] #analytics,#datascience [1496] #datascience,#ai [1249] #ai,#machinelearning [1148] #python,#rstats [1021] #machinelearning,#iot [971] #iiot,#python [854] #iiot,#pytorch [798] #datascience,#iot Top Word Pairs in Tweet in G3:
[1066] #bigdata,#analytics [995] #iot,#iiot [823] #analytics,#datascience [639] #datascience,#ai [476] #python,#rstats [473] #ai,#machinelearning [424] #iiot,#python [420] #machinelearning,#iot [378] #datascience,#iot [340] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[34] #datascience,#tech [31] #data,#dataanalytics [30] #dataanalytics,#analysis [28] #iot,#iiot [27] #bigdata,#analytics [24] #analytics,#datascience [19] #tech,#technology [19] #analysis,#datascientist [18] #datascientist,cc [16] #datascience,#ai Top Word Pairs in Tweet in G5:
[27] #compartilhe,#ebook [27] #ebook,tornar [27] tornar,#msl [27] #msl,vol [27] brazil,sfe [27] #datascientist,#kol [27] #kol,#healthcaremarketing [27] #influencermarketing,#marketing [27] #marketing,#medicalscienceliaison [27] #medicalscienceliaison,#multichannel Top Word Pairs in Tweet in G6:
[70] #datascientist,#datascience [69] data,science [69] #datascience,#data [69] #data,#analytics [68] #bigdata,#analytics [67] #analytics,#bigdata [66] #iot,#iiot [61] catherineadenle,infographic [54] #analytics,#datascience [39] #bigdata,#rstats Top Word Pairs in Tweet in G7:
[69] #cloudcomputing,#futureofwork [46] #datascientist,#datascience [44] #datascience,#cloudcomputing [38] #futureofwork,#bigdata [37] #bigdata,#analytics [37] #bigdata,#machinelearning [36] #machinelearning,#iiot [34] #datascientist,#bigdata [30] #iot,#iiot [29] #futureofwork,#datascientist Top Word Pairs in Tweet in G8:
[106] #bigdata,#analytics [85] #machinelearning,#bigdata [80] #analytics,#datascience [75] #iot,#iiot [65] #datascience,#ai [48] #python,#rstats [47] #iiot,#python [45] #ai,#iot [44] coupon,#machinelearning [33] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[107] #bigdata,#analytics [93] #iot,#iiot [89] #analytics,#datascience [71] #datascience,#ai [59] #ai,#machinelearning [46] #python,#rstats [45] #iiot,#python [44] #machinelearning,#iot [38] #iiot,#pytorch [32] #pytorch,#python Top Word Pairs in Tweet in G10:
[4] من,عمره [4] ٨,سنين [2] عمله,دوره [2] دوره,وكفى [2] وكفى,وكان [2] وكان,كويس [2] كويس,جدا [2] جدا,زيدان [2] زيدان,قلب [2] قلب,بيه Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: