The graph represents a network of 2,069 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 18:17 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 16-hour, 18-minute period from Monday, 04 November 2019 at 08:42 UTC to Wednesday, 06 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 : 2069
Unique Edges : 4465
Edges With Duplicates : 4150
Total Edges : 8615
Number of Edge Types : 3
Mentions : 7565
Tweet : 1024
Replies to : 26
Self-Loops : 1024
Reciprocated Vertex Pair Ratio : 0.0196117274167987
Reciprocated Edge Ratio : 0.0384690110744123
Connected Components : 98
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1885
Maximum Edges in a Connected Component : 8413
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.500551
Graph Density : 0.00120293772021917
Modularity : 0.364749
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,069 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 November 2019 at 18:17 UTC.
The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 16-hour, 18-minute period from Monday, 04 November 2019 at 08:42 UTC to Wednesday, 06 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 : iot 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:
[1551] gt,gt [999] #bigdata,#analytics [818] #iot,#bigdata [724] #datascience,#ai [720] #ai,#machinelearning [665] #analytics,#datascience [599] #ai,#iot [516] #machinelearning,#iot [446] #iot,#iiot [408] read,more Top Word Pairs in Tweet in G1:
[115] #iot,#bigdata [105] gt,gt [93] #bigdata,#analytics [82] #ai,#iot [81] #bigdata,#ml [80] #aiio,#bigdata [79] #ml,#nlu [79] #nlu,#iot [73] #ai,#aiio [69] read,more Top Word Pairs in Tweet in G2:
[648] gt,gt [405] #iot,#bigdata [318] #ai,#iot [280] read,more [252] more,here [245] artificial,intelligence [225] #bigdata,#analytics [186] #ai,#machinelearning [153] #datascience,#ai [148] #bigdata,#iot Top Word Pairs in Tweet in G3:
[100] gt,gt [89] #ai,#iot [82] #iot,#bigdata [76] world,congress [75] book,now [60] congress,2019 [59] 2019,book [59] now,london [59] london,nov [59] nov,27 Top Word Pairs in Tweet in G4:
[394] gt,gt [127] #iot,#bigdata [80] mikequindazzi,gt [63] infographic,#iot [52] 7,c's [52] c's,#marketing [52] #marketing,#digital [52] #digital,era [52] era,infographic [51] infographic,#contentmarketing Top Word Pairs in Tweet in G5:
[571] #bigdata,#analytics [480] #datascience,#ai [441] #analytics,#datascience [430] #ai,#machinelearning [302] #machinelearning,#iot [267] #iot,#iiot [143] #iiot,#pytorch [85] #pytorch,#python [75] neural,networks [74] #python,#rstats Top Word Pairs in Tweet in G6:
[226] gt,gt [54] mikequindazzi,gt [48] wef,mikequindazzi [46] gt,wef [45] rise,#megacities [45] #megacities,5 [45] 5,ways [45] ways,#india [45] #india,change [45] change,2030 Top Word Pairs in Tweet in G7:
[13] #iot,#bigdata [12] #bigdata,#iot [6] #datascience,#bigdata [6] #ai,#iot [6] #machinelearning,#ml [5] #deeplearning,#ml [5] #bigdata,powering [5] powering,#iot [5] #iot,revolution [5] #robotics,#data Top Word Pairs in Tweet in G8:
[34] #bigdata,#analytics [20] #machinelearning,#iot [20] #datascience,#ai [18] golden,money [18] money,team [18] team,presents [18] #ai,#machinelearning [16] #analytics,#datascience [16] gt,gt [15] #sap,#sqlserver Top Word Pairs in Tweet in G9:
[6] georam72,smarkus [6] smarkus,soundbuy [6] soundbuy,davgreer [6] davgreer,oxinst [6] oxinst,dianaepatterson [6] dianaepatterson,andortechnology [6] andortechnology,brilliantleader [6] brilliantleader,neurochasm [6] neurochasm,sundaramravi [5] conkers3,georam72 Top Word Pairs in Tweet in G10:
[12] mattjenningssap,sap [10] despite,diversity [10] diversity,#artificialintelligence [10] #artificialintelligence,project [10] project,s [10] s,use [10] use,cases [10] cases,fall [10] fall,one [10] one,7 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 G6:
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: