The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 20:19 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 1-day, 19-hour, 28-minute period from Friday, 29 November 2019 at 17:13 UTC to Sunday, 01 December 2019 at 12:41 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 : 3923
Unique Edges : 7421
Edges With Duplicates : 7989
Total Edges : 15410
Number of Edge Types : 3
Mentions : 12531
Tweet : 2797
Replies to : 82
Self-Loops : 2797
Reciprocated Vertex Pair Ratio : 0.00952032222629074
Reciprocated Edge Ratio : 0.0188610808850199
Connected Components : 512
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 2754
Maximum Edges in a Connected Component : 14036
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.628995
Graph Density : 0.000537566409372257
Modularity : 0.376644
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "#bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 20:19 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 10,000.
The tweets in the network were tweeted over the 1-day, 19-hour, 28-minute period from Friday, 29 November 2019 at 17:13 UTC to Sunday, 01 December 2019 at 12:41 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 : #bigdata
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:
[1759] #bigdata,#analytics [1375] #analytics,#datascience [1267] #datascience,#ai [1157] gt,gt [1071] #ai,#machinelearning [723] #iot,#iiot [613] big,data [605] #iot,#bigdata [558] #iiot,#pytorch [553] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[216] gt,gt [187] #bigdata,#analytics [167] #iot,#bigdata [129] #analytics,#datascience [115] #cybersecurity,#databreach [115] #datascience,#ai [113] #ai,#machinelearning [103] read,more [98] #databreach,#hackers [93] artificial,intelligence Top Word Pairs in Tweet in G2:
[674] gt,gt [438] #bigdata,#analytics [290] #iot,#bigdata [280] #analytics,#datascience [253] #ai,#machinelearning [247] #ai,#iot [212] #datascience,#ai [179] #infographic,follow [158] #ai,#bigdata [158] #bigdata,#infosec Top Word Pairs in Tweet in G3:
[223] big,data [179] gt,gt [74] #iot,#bigdata [69] #bigdata,#ai [66] artificial,intelligence [65] #bigdata,#analytics [65] #datascience,#ai [61] #ai,#bigdata [57] #analytics,#datascience [54] machine,learning Top Word Pairs in Tweet in G4:
[923] #bigdata,#analytics [818] #analytics,#datascience [728] #datascience,#ai [546] #ai,#machinelearning [461] #iot,#iiot [384] #iiot,#pytorch [308] #machinelearning,#iot [235] #pytorch,#python [188] #python,#rstats [140] #datascience,#iot Top Word Pairs in Tweet in G5:
[88] big,data [23] #iot,#bigdata [16] #smartwork,#correlation [16] #correlation,#loveyourcareer [16] #loveyourcareer,#springmvc [16] #springmvc,#devops [16] #devops,#java [16] #java,#bigdata [16] #bigdata,#bepositive [16] #bepositive,#loveyourwork Top Word Pairs in Tweet in G6:
[55] #bigdata,#analytics [53] #bigdata,#ai [49] big,data [41] #datascience,#ai [35] #ai,#iot [35] #analytics,#datascience [33] #ai,#femtech [33] #femtech,#cryptocurrency [33] #cryptocurrency,#blockchain [33] #blockchain,#mastermind Top Word Pairs in Tweet in G7:
[83] #datascience,#ai [60] #bigdata,#datascience [57] #ai,#machinelearning [48] #bigdata,#analytics [38] #analytics,#datascience [34] #iot,#iiot [28] #machinelearning,#iot [27] #machinelearning,#deeplearning [26] #iiot,#pytorch [23] gt,gt Top Word Pairs in Tweet in G8:
[17] #datascience,#bigdata [16] #robotics,#data [16] #data,#datascience [16] #bigdata,#technology [12] #kunstmatigeintelligentie,#tech [12] #tech,#toekomst [12] #toekomst,#algoritmen [12] #algoritmen,#informatica [12] #informatica,#robotics [11] #ia,#bigdata Top Word Pairs in Tweet in G9:
[15] #bigdata,getting [15] getting,bigger [15] bigger,produce [15] produce,more [15] more,more [15] more,content [15] content,day [13] sdg2030,#bigdata [11] 511,200 [10] twitter,user Top Word Pairs in Tweet in G10:
[25] #bigdata,#analytics [16] #analytics,#datascience [15] #datascience,#ai [13] #ai,#machinelearning [12] big,data [11] gt,gt [9] #machinelearning,#iot [8] december,issue [8] issue,live [8] live,featuring 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 G7:
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: