The graph represents a network of 2,601 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 June 2021 at 23:35 UTC.
The requested start date was Friday, 25 June 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, 21-hour, 50-minute period from Tuesday, 22 June 2021 at 02:10 UTC to Friday, 25 June 2021 at 00:01 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 : 2601
Unique Edges : 2421
Edges With Duplicates : 14920
Total Edges : 17341
Number of Edge Types : 5
Retweet : 6707
MentionsInRetweet : 7883
Tweet : 1340
Mentions : 1350
Replies to : 61
Self-Loops : 1417
Reciprocated Vertex Pair Ratio : 0.00920348058902276
Reciprocated Edge Ratio : 0.0182390979936992
Connected Components : 308
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1789
Maximum Edges in a Connected Component : 16221
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.983704
Graph Density : 0.00089181675686866
Modularity : 0.256425
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,601 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 June 2021 at 23:35 UTC.
The requested start date was Friday, 25 June 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, 21-hour, 50-minute period from Tuesday, 22 June 2021 at 02:10 UTC to Friday, 25 June 2021 at 00:01 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:
[1498] #datascience,#ai [1488] #analytics,#datascience [1448] #bigdata,#analytics [1179] data,science [1156] #iot,#iiot [1119] #ai,#machinelearning [769] #machinelearning,#iot [712] machine,learning [625] #nocode,#lowcode [625] #lowcode,#javascript Top Word Pairs in Tweet in G1:
[295] artificial,intelligence [185] #ai,#machinelearning [176] #bigdata,#analytics [168] machine,learning [167] #analytics,#datascience [158] #datascience,#ai [148] #machinelearning,#datascience [147] data,science [145] #iot,#iiot [116] #ai,#datascience Top Word Pairs in Tweet in G2:
[1127] #datascience,#ai [1083] #analytics,#datascience [1027] #bigdata,#analytics [795] #iot,#iiot [746] #ai,#machinelearning [570] #nocode,#lowcode [570] #lowcode,#javascript [570] #javascript,#github [561] #github,#nodejs [556] #nodejs,#cybersecurity Top Word Pairs in Tweet in G3:
[33] learn,more [18] #bigdata,#analytics [17] #iot,#iiot [17] data,science [15] #bigdata,#machinelearning [15] #artificialintelligence,#ml [14] read,more [14] #analytics,#datascience [13] #bigdata,#artificialintelligence [13] machine,learning Top Word Pairs in Tweet in G4:
[105] data,science [15] machine,learning [7] #datascience,#science [5] #artificialintelligence,#ai [4] science,ai [4] #python,#datascience [4] science,machine [4] #machinelearning,#ml [4] #ml,#artificialintelligence [4] #ai,#datascience Top Word Pairs in Tweet in G5:
[102] data,science [61] beginners,learn [39] best,free [39] learn,#machinelearning [39] #machinelearning,data [37] excel,underrated [37] underrated,tool [37] tool,machine [37] machine,learning [37] learning,data Top Word Pairs in Tweet in G6:
[26] data,science [25] #bigdata,#datascience [20] #datascience,#ai [19] #ai,#machinelearning [14] #bigdata,#analytics [12] #iot,#iiot [11] #machinelearning,models [11] #analytics,#datascience [9] ajitjaokar,#abdsc [9] artificial,intelligence Top Word Pairs in Tweet in G7:
[95] data,science [28] machine,learning [26] #analytics,#datascience [26] #bigdata,#analytics [25] artificial,intelligence [22] #datascience,#ai [19] #iot,#iiot [18] #ai,#machinelearning [17] #datascience,#intoainews [15] #machinelearning,#iot Top Word Pairs in Tweet in G8:
[40] #rstats,#datascience [16] data,science [11] makes,sensitivity [11] sensitivity,analysis [11] analysis,co [11] co,gyt45iekdv [11] gyt45iekdv,#rstats [10] native,pipe [10] pipe,operator [10] operator,start Top Word Pairs in Tweet in G9:
[132] #bigdata,#analytics [129] #analytics,#datascience [121] #iot,#iiot [105] #datascience,#ai [96] #ai,#machinelearning [80] #machinelearning,#iot [62] #python,#rstats [59] #iiot,#python [37] #javascript,#reactjs [37] ai,best Top Word Pairs in Tweet in G10:
[88] data,science [42] machine,learning [39] #bigdata,#analytics [39] #analytics,#datascience [37] #datascience,#ai [35] #iot,#iiot [31] #ai,#machinelearning [27] #machinelearning,#iot [16] #coding,#programming [16] #iiot,#python Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: