The graph represents a network of 2,435 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 February 2020 at 22:42 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 4-minute period from Tuesday, 25 February 2020 at 04:20 UTC to Wednesday, 26 February 2020 at 13:25 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 : 2435
Unique Edges : 3654
Edges With Duplicates : 3155
Total Edges : 6809
Number of Edge Types : 4
MentionsInRetweet : 4311
Tweet : 1382
Mentions : 1103
Replies to : 13
Self-Loops : 1382
Reciprocated Vertex Pair Ratio : 0.0207641196013289
Reciprocated Edge Ratio : 0.0406834825061025
Connected Components : 495
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 1463
Maximum Edges in a Connected Component : 5724
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.267796
Graph Density : 0.000622090541422929
Modularity : 0.455942
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 2,435 Twitter users whose tweets in the requested range contained "#analytics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 26 February 2020 at 22:42 UTC.
The requested start date was Wednesday, 26 February 2020 at 19:10 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 4-minute period from Tuesday, 25 February 2020 at 04:20 UTC to Wednesday, 26 February 2020 at 13:25 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 : #analytics
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:
[1249] #bigdata,#analytics [967] #analytics,#datascience [939] #datascience,#ai [791] #ai,#machinelearning [772] #iot,#iiot [581] #machinelearning,#iot [500] #iiot,#pytorch [292] #pytorch,#python [258] #ai,#iot [253] #python,#rstats Top Word Pairs in Tweet in G1:
[734] #bigdata,#analytics [591] #analytics,#datascience [562] #datascience,#ai [469] #ai,#machinelearning [457] #iot,#iiot [348] #machinelearning,#iot [291] #iiot,#pytorch [191] #cybersecurity,#databreach [171] #pytorch,#python [157] #databreach,#hackers Top Word Pairs in Tweet in G2:
[30] #data,#analytics [16] journey,analytics [14] #analytics,#data [13] data,analytics [11] #analytics,#commissionedresearch [10] customer,experience [10] gt,gt [10] #share,#stocks [9] customer,journey [9] #custserv,#analytics Top Word Pairs in Tweet in G3:
[143] ryanglass4real,#entreprenuer [127] #startup,#growthhacking [95] #ai,#iot [86] future,#bigdata [86] #digital,#ai [86] #tech,#startups [86] #startups,#datascientist [85] #bigdata,ravikikan [85] ravikikan,#digital [85] #iot,#datascience Top Word Pairs in Tweet in G4:
[29] #bigdata,#analytics [24] #landingpages,#analytics [21] #datascience,#ai [19] #analytics,#datascience [18] 66,#growthhacking [18] #growthhacking,tools [18] tools,need [18] need,test [18] test,task [18] task,#automation Top Word Pairs in Tweet in G5:
[343] #bigdata,#analytics [297] #datascience,#ai [283] #analytics,#datascience [256] #iot,#iiot [247] #ai,#machinelearning [191] #machinelearning,#iot [176] #iiot,#pytorch [105] #pytorch,#python [98] #python,#rstats [70] #javascript,#reactjs Top Word Pairs in Tweet in G6:
[110] #analytics,#googleads [110] #googleads,#facebookads [71] #digital,#marketing [70] #marketing,#analytics [70] #analytics,#alexavery [50] #ml,#ai [48] #ai,#analytics [37] #analytics,#datascience [37] #analytics,#automation [37] #automation,twitter Top Word Pairs in Tweet in G7:
[10] #bigdata,#analytics [9] #sensor,#bigdata [8] #deeplearning,#sensor [7] machine,learning [7] learning,infographic [7] infographic,everything [7] everything,need [7] need,know [7] know,ml [7] ml,#deeplearning Top Word Pairs in Tweet in G8:
[42] #artificialintelligence,#machinelearning [38] #machinelearning,#deeplearning [35] #industry40,#internetofthings [31] #bigdata,#datascience [24] #bigdata,#analytics [20] #internetofthings,#wearables [18] #analytics,#bigdata [16] #wearables,#artificialintelligence [16] #datascience,#analytics [16] #robotics,#robots Top Word Pairs in Tweet in G9:
[11] unicorn,marketer [11] marketer,larrykim [11] #marketing,#digitalmarketing [9] larrykim,#infographic [9] #infographic,#marketing [9] #digitalmarketing,#mobilemarketing [9] #mobilemarketing,#analytics [8] wiprodigital,unicorn [8] #analytics,#socialme [2] indeed,#digitaltransformation Top Word Pairs in Tweet in G10:
[31] award,#regtech [31] #regtech,ume_kyd [30] #fund,#distributors [30] #innovation,explore [30] combine,#data [30] #data,better [29] dream,flower [29] flower,never [29] never,sleeps [29] sleeps,#innovation Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
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: