The graph represents a network of 4,214 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 Thursday, 14 November 2019 at 17:57 UTC.
The requested start date was Monday, 11 November 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, 6-hour, 38-minute period from Saturday, 09 November 2019 at 18:22 UTC to Monday, 11 November 2019 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 : 4214
Unique Edges : 7127
Edges With Duplicates : 7042
Total Edges : 14169
Number of Edge Types : 3
Mentions : 10690
Tweet : 3446
Replies to : 33
Self-Loops : 3446
Reciprocated Vertex Pair Ratio : 0.00801282051282051
Reciprocated Edge Ratio : 0.0158982511923688
Connected Components : 653
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 2771
Maximum Edges in a Connected Component : 12476
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.819489
Graph Density : 0.000425153639417668
Modularity : 0.412195
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,214 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 Thursday, 14 November 2019 at 17:57 UTC.
The requested start date was Monday, 11 November 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, 6-hour, 38-minute period from Saturday, 09 November 2019 at 18:22 UTC to Monday, 11 November 2019 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 : #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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1729] #bigdata,#analytics [1211] #datascience,#ai [1190] #analytics,#datascience [1115] #ai,#machinelearning [805] gt,gt [750] #iot,#iiot [696] #machinelearning,#iot [565] big,data [502] #ai,#iot [464] #ai,#bigdata Top Word Pairs in Tweet in G1:
[736] gt,gt [292] #ai,#bigdata [285] #bigdata,#analytics [245] #ai,#iot [236] #iot,#bigdata [183] #datascience,#ai [180] #bigdata,#developer [174] #analytics,#datascience [173] #ai,#machinelearning [172] apply,now Top Word Pairs in Tweet in G2:
[283] #bigdata,#analytics [272] big,data [203] #bigdata,#ai [201] #bigdata,#datascience [200] data,science [162] #ai,#machinelearning [161] #analytics,#datascience [137] #ai,#iot [136] #datascience,#ai [127] artificial,intelligence Top Word Pairs in Tweet in G3:
[1116] #bigdata,#analytics [867] #datascience,#ai [833] #analytics,#datascience [756] #ai,#machinelearning [496] #iot,#iiot [490] #machinelearning,#iot [221] #iiot,#pytorch [132] #pytorch,#python [93] machine,learning [81] #ai,#ml Top Word Pairs in Tweet in G4:
[92] big,data [49] #iot,#bigdata [22] #ai,#bigdata [20] check,out [15] enroll,today [15] today,learn [15] learn,risk [15] risk,free [14] free,30 [14] 30,day Top Word Pairs in Tweet in G5:
[72] #bigdata,#datascience [55] day,data [55] data,internet [55] internet,minute [55] minute,#bigdata [55] #bigdata,fuel [55] fuel,#machinelearning [55] #machinelearning,engine [55] engine,#ai [55] #ai,actionable Top Word Pairs in Tweet in G6:
[11] #dataanalytics,#data [11] #data,#cloud [11] #cloud,#iot [11] #iot,#businessintelligence [10] machine,learning [10] big,data [9] artificial,intelligence [8] read,more [8] #businessintelligence,#datalake [7] #cloud,#bigdata Top Word Pairs in Tweet in G7:
[17] piden,explicar [17] explicar,metología [17] metología,mis [17] mis,análisis [17] análisis,les [17] les,paso [17] paso,último [17] último,artículo [17] artículo,exploring [17] exploring,crime Top Word Pairs in Tweet in G8:
[28] more,exciting [28] exciting,#hpc [28] #hpc,news [28] news,dellemcitalia [28] dellemcitalia,team [28] team,delltech [28] delltech,customer [28] customer,eni [28] eni,use [28] use,#bigdata Top Word Pairs in Tweet in G9:
[7] honeywell,growth [7] growth,company [7] company,again [7] again,taps [7] taps,power [7] power,#bigdata [7] #bigdata,honeywell_home [7] ronald_vanloon,#iot [7] #iot,#ai [7] #ai,future Top Word Pairs in Tweet in G10:
[7] #festech19,festtecnologia [7] festtecnologia,anche [7] anche,#ivrea [7] #ivrea,confindcanavese [7] confindcanavese,parlando [7] parlando,di [7] di,#bigdata [7] #bigdata,#futuro [7] #futuro,#competenze [7] #competenze,#formazione Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: