The graph represents a network of 1,863 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 Wednesday, 22 April 2020 at 11:55 UTC.
The requested start date was Wednesday, 22 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-hour, 11-minute period from Tuesday, 21 April 2020 at 04:49 UTC to Wednesday, 22 April 2020 at 00:00 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 : 1863
Unique Edges : 1771
Edges With Duplicates : 9966
Total Edges : 11737
Number of Edge Types : 5
Retweet : 4418
MentionsInRetweet : 5975
Mentions : 665
Tweet : 665
Replies to : 14
Self-Loops : 877
Reciprocated Vertex Pair Ratio : 0.00568720379146919
Reciprocated Edge Ratio : 0.0113100848256362
Connected Components : 78
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1737
Maximum Edges in a Connected Component : 11503
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.63362
Graph Density : 0.00122344047374014
Modularity : 0.260158
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 1,863 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 Wednesday, 22 April 2020 at 11:55 UTC.
The requested start date was Wednesday, 22 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-hour, 11-minute period from Tuesday, 21 April 2020 at 04:49 UTC to Wednesday, 22 April 2020 at 00:00 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2821] #bigdata,#analytics [2411] #iot,#iiot [2130] #analytics,#datascience [1631] #datascience,#ai [1398] #python,#rstats [1205] #iiot,#pytorch [1181] #ai,#machinelearning [1041] #pytorch,#python [973] #machinelearning,#iot [871] #ai,#iot Top Word Pairs in Tweet in G1:
[1092] #bigdata,#analytics [1062] #iot,#iiot [773] #python,#rstats [674] #analytics,#datascience [630] #iiot,#pytorch [598] #pytorch,#python [542] #datascience,#ai [411] gp_pulipaka,best [395] #analytics,#iot [380] #rstats,#t Top Word Pairs in Tweet in G2:
[1389] #bigdata,#analytics [1176] #analytics,#datascience [1049] #iot,#iiot [890] #datascience,#ai [672] #ai,#machinelearning [543] #machinelearning,#iot [515] #python,#rstats [433] #iiot,#pytorch [410] #iiot,#python [370] #pytorch,#python Top Word Pairs in Tweet in G3:
[346] gt,gt [222] #ai,#iot [184] #iot,#bigdata [172] #bigdata,#analytics [153] #iot,#iiot [151] #analytics,#datascience [124] #datascience,#ai [97] #ai,#machinelearning [84] #bigdata,#machinelearning [78] #machinelearning,#ai Top Word Pairs in Tweet in G4:
[118] gt,gt [70] #iot,#bigdata [58] #iot,#iiot [56] #bigdata,#analytics [45] #analytics,#datascience [37] #datascience,#ai [34] #ai,#bigdata [32] ipfconline1,jblefevre60 [31] #bigdata,#fintech [30] #python,#rstats Top Word Pairs in Tweet in G5:
[101] #ai,#iot [95] walking,air [95] air,ty [95] ty,wef [95] wef,enricomolinari [95] enricomolinari,#smarcities [95] #smarcities,#safety [95] #safety,#ai [95] #iot,#renewables [95] #renewables,#bigdata Top Word Pairs in Tweet in G6:
[6] #ai,#iot [4] grazytgrazynatt,influencerprom1 [4] influencerprom1,itakethelead [4] itakethelead,365surmarius [4] 365surmarius,themrblueprint [4] themrblueprint,mrkmrkmoh [4] mrkmrkmoh,mariussou [4] mariussou,kiyotaka_1991 [3] promoedutech,grazytgrazynatt [3] kiyotaka_1991,easy_ Top Word Pairs in Tweet in G7:
[26] #iot,#bigdata [24] #ai,#iot [23] #bigdata,#blockchain [22] #ai,#machinelearning [20] #machinelearning,#iot [20] define,next [20] next,decade [17] 25,#technology [17] #technology,trends [16] trends,shaping Top Word Pairs in Tweet in G8:
[22] read,more [18] artificial,intelligence [12] #machinelearning,#iot [11] #iot,#iiot [10] machine,learning [10] #ai,#machinelearning [9] #djxclusive,#bigdata [9] #bigdata,#analytics [9] #analytics,#datascience [9] #datascience,#ai Top Word Pairs in Tweet in G9:
[55] increasing,awareness [55] awareness,iot [55] iot,devices [55] devices,organizations [55] organizations,increasing [55] increasing,availability [55] availability,data [55] data,enterprises [55] enterprises,gain [55] gain,deeper Top Word Pairs in Tweet in G10:
[49] #bigdata,#analytics [49] #analytics,#datascience [49] #iot,#iiot [48] #webdev,#bigdata [48] #datascience,#cybersecurity [48] #cybersecurity,#iot [46] more,greasy [46] greasy,fingers [46] fingers,coding [46] coding,#webdev Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: