The graph represents a network of 3,855 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 Saturday, 26 November 2022 at 00:15 UTC.
The requested start date was Friday, 25 November 2022 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, 1-hour, 0-minute period from Monday, 21 November 2022 at 23:59 UTC to Friday, 25 November 2022 at 01:00 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 : 3855
Unique Edges : 2338
Edges With Duplicates : 14756
Total Edges : 17094
Number of Edge Types : 5
Retweet : 6362
MentionsInRetweet : 7426
Tweet : 1901
Mentions : 1287
Replies to : 118
Self-Loops : 2058
Reciprocated Vertex Pair Ratio : 0.00616142945163278
Reciprocated Edge Ratio : 0.0122473974280465
Connected Components : 405
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2620
Maximum Edges in a Connected Component : 15026
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.397858
Graph Density : 0.000439653042941556
Modularity : 0.320426
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,855 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 Saturday, 26 November 2022 at 00:15 UTC.
The requested start date was Friday, 25 November 2022 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, 1-hour, 0-minute period from Monday, 21 November 2022 at 23:59 UTC to Friday, 25 November 2022 at 01:00 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:
[2210] data,science [1217] #bigdata,#analytics [1027] #ai,#machinelearning [884] #datascience,#ai [877] #analytics,#datascience [707] #python,#rstats [677] #machinelearning,#iot [626] #machinelearning,#datascience [511] #pytorch,#python [496] #iot,#iiot Top Word Pairs in Tweet in G1:
[1002] #bigdata,#analytics [745] #ai,#machinelearning [737] #analytics,#datascience [710] #datascience,#ai [624] #python,#rstats [582] #machinelearning,#iot [432] #iot,#iiot [431] #pytorch,#python [370] #machinelearning,#datascience [342] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[142] #machinelearning,#datascience [137] #ai,#machinelearning [128] data,science [126] #bigdata,#analytics [93] #datascience,#ai [87] #ai,#ml [78] machine,learning [60] #datascience,#bigdata [56] #analytics,#datascience [48] #datascience,#machinelearning Top Word Pairs in Tweet in G3:
[284] data,science [65] machine,learning [49] data,analysis [42] sucked,first [40] #datascience,#machinelearning [38] data,scientist [33] data,analyst [32] science,data [30] #100daysofcode,day [27] #python,#datascience Top Word Pairs in Tweet in G4:
[231] data,science [200] online,courses [200] ai,starting [200] university,offers [200] courses,data [200] offers,ton [200] free,online [200] starting,start [200] start,courses [200] science,ai Top Word Pairs in Tweet in G5:
[284] data,science [119] data,scienc [118] chrisstaud,data [117] simple,guide [117] here's,dead [117] science,high [117] guide,landing [117] first,data [117] demand,competition [117] high,demand Top Word Pairs in Tweet in G6:
[179] data,science [158] skill,sets [158] science,skill [157] nikkisiapno,data [13] job,build [12] find,right [12] build,one [12] one,world [12] world,problem [12] steps,find Top Word Pairs in Tweet in G7:
[128] data,science [14] machine,learning [11] #100daysofcode,#webdevelopment [11] #tests,#calculus [11] essaydue01,gmail [11] #datascience,essaydue01 [11] 308,8810 [11] #onlineclass,#essayhelp [11] 763,308 [11] gmail,763 Top Word Pairs in Tweet in G8:
[97] #ai,#machinelearning [87] #machinelearning,#datascience [82] #datascience,#artificialintelligence [66] #artificialintelligence,trending [62] trending,ai [61] ai,ml [60] machine,driven [60] article,identified [60] identified,digested [60] ml,article Top Word Pairs in Tweet in G9:
[153] hon,ble [151] under,hon [151] narendramodi,ji [151] shri,narendramodi [151] science,investment [151] hub,data [151] ble,pm [151] pm,shri [151] data,science [148] ji,vision Top Word Pairs in Tweet in G10:
[38] data,science [38] parajulisaroj16,book [33] #rstats,#datascience [23] sees,theoretical [23] builds,graphing [23] simulating,computing [23] reader,sees [23] skills,reader [23] computing,skills [23] book,builds 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 G4:
Top Replied-To in G5:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G5:
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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 G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: