The graph represents a network of 1,314 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, 23 May 2022 at 19:51 UTC.
The requested start date was Monday, 23 May 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, 12-hour, 44-minute period from Friday, 20 May 2022 at 11:15 UTC to Monday, 23 May 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 : 1314
Unique Edges : 921
Edges With Duplicates : 14574
Total Edges : 15495
Number of Edge Types : 5
Retweet : 6612
MentionsInRetweet : 7347
Tweet : 813
Mentions : 713
Replies to : 10
Self-Loops : 1057
Reciprocated Vertex Pair Ratio : 0.00795544948289578
Reciprocated Edge Ratio : 0.015785319652723
Connected Components : 83
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1175
Maximum Edges in a Connected Component : 15159
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.487564
Graph Density : 0.00220311809895426
Modularity : 0.154822
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,314 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, 23 May 2022 at 19:51 UTC.
The requested start date was Monday, 23 May 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, 12-hour, 44-minute period from Friday, 20 May 2022 at 11:15 UTC to Monday, 23 May 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 : 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:
[3709] #bigdata,#analytics [2845] #analytics,#datascience [2625] #iot,#iiot [2168] #ai,#machinelearning [2060] #datascience,#ai [1892] #machinelearning,#iot [1275] #python,#rstats [1246] #iiot,#python [1237] #iiot,#pytorch [953] #analytics,#ai Top Word Pairs in Tweet in G1:
[1727] #bigdata,#analytics [1396] #analytics,#datascience [1197] #iot,#iiot [1041] #ai,#machinelearning [1034] #datascience,#ai [943] #machinelearning,#iot [600] #python,#rstats [535] #iiot,#python [517] #iiot,#pytorch [500] #cx,#women Top Word Pairs in Tweet in G2:
[1266] #bigdata,#analytics [925] #analytics,#datascience [918] #iot,#iiot [664] #datascience,#ai [625] #ai,#machinelearning [603] #machinelearning,#iot [472] #iiot,#pytorch [429] #iiot,#python [360] #python,#rstats [322] #pytorch,#python Top Word Pairs in Tweet in G3:
[122] expectation,vs [122] vs,reality [122] reality,#infographic [122] #bigdata,#datascience [121] job,expectation [119] #analytics,#ai [119] #ai,#machinelearning [115] #infographic,#bigdata [113] #datascientist,job [113] #datascience,#analytics Top Word Pairs in Tweet in G4:
[251] #bigdata,#analytics [248] #analytics,#datascience [239] #iot,#iiot [155] #machinelearning,#iot [148] #datascience,#ai [145] #python,#rstats [142] #ai,#machinelearning [118] #iiot,#python [95] #pytorch,#python [92] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[233] #bigdata,#analytics [138] #sql,#bigdata [121] #iot,#iiot [120] #analytics,#datascience [120] #analytics,#ai [112] #ai,#machinelearning [105] #linux,#cybersecurity [101] #machinelearning,#iot [98] #datascience,#ai [96] #datascience,#linux Top Word Pairs in Tweet in G6:
[176] #machinelearning,#deeplearning [105] #deeplearning,#mlsogood [97] #art,#aiart [97] #aiart,#machinelearning [86] machine,learning [78] course,#machinelearning [73] #bigdata,#analytics [58] #iot,#iiot [55] #deeplearning,#datascience [55] data,science Top Word Pairs in Tweet in G7:
[48] #datascientist,#dataanalytics [34] #ai,#datasecurity [34] #datasecurity,#datascientist [32] #reactjs,#iiot [31] #rstats,#reactjs [24] #python,#rstats [23] #dataanalytics,#python [20] cheat,sheet [20] sheet,#ai [20] #iiot,#flutter Top Word Pairs in Tweet in G8:
[65] #bigdata,#analytics [54] #datascientist,#deeplearning [50] #deeplearning,#iot [47] #analytics,#datascience [42] #iot,#iiot [38] #datascience,#ai [35] #ai,#machinelearning [32] #machinelearning,#iot [21] #iiot,#pytorch [20] #iiot,#python Top Word Pairs in Tweet in G9:
[15] data,scientist [6] dataanalytiker,datascientist [6] datascientist,til [6] til,udvikling [6] udvikling,af [6] af,det [6] det,danske [6] danske,distributionsnet [6] distributionsnet,og [6] og,understøtte Top Word Pairs in Tweet in G10:
[24] objetivo,crear [24] crear,conjunto [24] conjunto,datos [24] datos,ordenado [24] ordenado,obtener [24] obtener,datos [24] datos,formato [24] formato,pueda [24] pueda,compartir [24] compartir,calcular Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: