The graph represents a network of 1,669 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, 30 September 2020 at 11:58 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 13-hour, 57-minute period from Monday, 28 September 2020 at 10:01 UTC to Tuesday, 29 September 2020 at 23:59 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 : 1669
Unique Edges : 2085
Edges With Duplicates : 18937
Total Edges : 21022
Number of Edge Types : 5
Retweet : 6631
MentionsInRetweet : 11295
Mentions : 2101
Replies to : 101
Tweet : 894
Self-Loops : 1089
Reciprocated Vertex Pair Ratio : 0.00967801972827098
Reciprocated Edge Ratio : 0.0191705069124424
Connected Components : 89
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 1542
Maximum Edges in a Connected Component : 20775
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.36966
Graph Density : 0.00194871065400526
Modularity : 0.166201
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,669 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, 30 September 2020 at 11:58 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 13-hour, 57-minute period from Monday, 28 September 2020 at 10:01 UTC to Tuesday, 29 September 2020 at 23:59 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:
[3956] #bigdata,#analytics [3388] #analytics,#datascience [3288] #iot,#iiot [2791] #datascience,#ai [2183] #ai,#machinelearning [2059] #machinelearning,#iot [1838] #iiot,#python [1648] #ai,#iot [1427] #python,#rstats [750] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[2883] #bigdata,#analytics [2475] #analytics,#datascience [2413] #iot,#iiot [1988] #datascience,#ai [1514] #ai,#machinelearning [1468] #machinelearning,#iot [1398] #iiot,#python [1106] #python,#rstats [1039] #ai,#iot [577] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[782] #bigdata,#analytics [678] #analytics,#datascience [625] #iot,#iiot [572] #datascience,#ai [479] #ai,#machinelearning [475] #ai,#iot [428] #machinelearning,#iot [338] #iiot,#python [231] #python,#rstats [230] #bigdata,#ai Top Word Pairs in Tweet in G3:
[174] #bigdata,#analytics [127] #analytics,#datascience [114] #iot,#iiot [109] #datascience,#ai [100] #ai,#iot [96] #ai,#machinelearning [85] #iot,#bigdata [84] #machinelearning,#iot [72] gt,gt [52] top,10 Top Word Pairs in Tweet in G4:
[80] #iot,#iiot [77] #datascience,#ai [62] #bigdata,#analytics [58] #analytics,#datascience [53] #ai,#machinelearning [48] #bigdata,#datascience [41] #machinelearning,#iot [33] #iiot,#python [25] #iiot,#iotpl [24] #python,#rstats Top Word Pairs in Tweet in G5:
[79] integration,#iot [79] #iot,#ai [79] #ai,#bigdata [79] #bigdata,#cloud [79] #cloud,#edgecomputing [79] #edgecomputing,provide [79] provide,comprehensive [79] comprehensive,intelligence [79] intelligence,crops [78] stpiindia,integration Top Word Pairs in Tweet in G6:
[16] #bigdata,#analytics [15] #analytics,#datascience [12] #datascience,#ai [12] #iot,#iiot [11] #iot,#bigdata [10] short,paper [10] paper,role [10] role,#iot [10] #bigdata,support [10] support,#healthcare Top Word Pairs in Tweet in G7:
[17] read,more [15] artificial,intelligence [10] machine,learning [9] #tech,#technology [5] #bigdata,#iot [5] deep,learning [5] learning,basics [5] basics,#machinelearning [5] #machinelearning,#serverless [5] #serverless,#programming Top Word Pairs in Tweet in G8:
[110] angelicagallegs,yukarikingdom18 [110] yukarikingdom18,mhall55nine [110] marinella_maria,mariangelasant8 [109] mhall55nine,eoff_sylvia [106] sminaev2015,frisesally [106] frisesally,marinella_maria [102] mariangelasant8,angelicagallegs [71] arnabch01,sminaev2015 [62] eoff_sylvia,semi [32] semicvet50,brindusab1 Top Word Pairs in Tweet in G10:
[8] #blockchain,#bigdata [8] #bigdata,#defi [8] #defi,#iot [6] geeqofficial,geeq [5] #bigdata,#analytics [5] #iot,#iiot [4] geeq,designed [4] designed,perform [4] perform,excel [4] excel,tremendous Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: