The graph represents a network of 1,636 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, 01 March 2021 at 18:08 UTC.
The requested start date was Monday, 01 March 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 3-day, 21-hour, 41-minute period from Thursday, 25 February 2021 at 03:04 UTC to Monday, 01 March 2021 at 00:45 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 : 1636
Unique Edges : 1623
Edges With Duplicates : 14756
Total Edges : 16379
Number of Edge Types : 5
Retweet : 6829
MentionsInRetweet : 8427
Tweet : 600
Mentions : 497
Replies to : 26
Self-Loops : 778
Reciprocated Vertex Pair Ratio : 0.00800533689126084
Reciprocated Edge Ratio : 0.0158835208471211
Connected Components : 138
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 16027
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.328169
Graph Density : 0.00169466813216393
Modularity : 0.196989
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,636 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, 01 March 2021 at 18:08 UTC.
The requested start date was Monday, 01 March 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 3-day, 21-hour, 41-minute period from Thursday, 25 February 2021 at 03:04 UTC to Monday, 01 March 2021 at 00:45 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:
[3642] #bigdata,#analytics [3168] #analytics,#datascience [2866] #iot,#iiot [2144] #datascience,#ai [1908] #python,#rstats [1773] #ai,#machinelearning [1355] #machinelearning,#iot [1281] #iiot,#pytorch [1251] #pytorch,#python [1052] #iiot,#python Top Word Pairs in Tweet in G1:
[2553] #bigdata,#analytics [2229] #analytics,#datascience [1923] #iot,#iiot [1524] #datascience,#ai [1224] #python,#rstats [1165] #ai,#machinelearning [924] #machinelearning,#iot [866] #women,#insurtech [829] #iiot,#pytorch [810] #pytorch,#python Top Word Pairs in Tweet in G2:
[655] #bigdata,#analytics [597] #analytics,#datascience [576] #iot,#iiot [425] #python,#rstats [368] #datascience,#ai [362] #ai,#machinelearning [313] #iiot,#pytorch [313] #pytorch,#python [262] #machinelearning,#iot [241] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[133] #datascience,#tech [121] #vr,machine [121] machine,makes [121] makes,feel [121] feel,flying [120] flying,intheknow [120] intheknow,#datascience [120] #tech,#socialmedia [120] #socialmedia,#data [120] #data,#ar Top Word Pairs in Tweet in G4:
[308] #bigdata,#analytics [258] #iot,#iiot [252] #analytics,#datascience [174] #ai,#machinelearning [173] #datascience,#ai [140] #python,#rstats [125] #machinelearning,#iot [98] #iiot,#pytorch [98] #datascientist,#datascience [92] #iiot,#python Top Word Pairs in Tweet in G5:
[19] data,scientist [13] #datascience,#datascientist [7] data,science [5] learn,more [5] job,alert [4] #datascientist,#data [4] #datascientist,#machinelearning [4] #ai,#machinelearning [4] #bigdata,#datascience [4] data,scientists Top Word Pairs in Tweet in G6:
[45] #bigdata,#analytics [42] #iot,#iiot [41] machine,learning [35] #python,#rstats [34] #datascience,#ai [26] #iiot,#python [22] #machinelearning,#datascience [22] #ai,#iot [22] #analytics,#datascience [20] learning,python Top Word Pairs in Tweet in G7:
[9] linkedin,predicts [9] predicts,150m [9] 150m,#tech [9] #tech,jobs [9] jobs,years [9] years,#datascientist [9] #datascientist,#dataengineer [9] #dataengineer,growing [9] growing,35 [9] 35,#usa Top Word Pairs in Tweet in G8:
[56] #python,#rstats [35] #rstats,#java [33] #java,#javascript [33] #javascript,#aws [33] #aws,#100daysofcode [33] #100daysofcode,#reactjs [33] #reactjs,#coding [31] #bigdata,#analytics [26] #iot,#iiot [26] #analytics,#datascience Top Word Pairs in Tweet in G9:
[24] ourradiantearth,hiring [24] hiring,#datascientist [24] #datascientist,position [24] position,based [24] based,nigeria [24] nigeria,we've [24] we've,much [24] much,talent [24] talent,continent [23] siminyu_kat,ourradiantearth Top Word Pairs in Tweet in G10:
[17] applications,open [17] open,fdl_ai [17] fdl_ai,2021 [17] 2021,summer [17] summer,research [17] research,program [11] program,#ai [11] #ai,researcher [11] researcher,space [11] space,scientist Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: