The graph represents a network of 1,510 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, 12 October 2022 at 11:41 UTC.
The requested start date was Wednesday, 12 October 2022 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, 19-hour, 38-minute period from Monday, 10 October 2022 at 04:22 UTC to Wednesday, 12 October 2022 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 : 1510
Unique Edges : 992
Edges With Duplicates : 15227
Total Edges : 16219
Number of Edge Types : 5
Retweet : 6540
MentionsInRetweet : 7674
Mentions : 753
Tweet : 1227
Replies to : 25
Self-Loops : 1334
Reciprocated Vertex Pair Ratio : 0.0034808552958727
Reciprocated Edge Ratio : 0.00693756194251734
Connected Components : 78
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 1395
Maximum Edges in a Connected Component : 15985
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.44743
Graph Density : 0.00177127082976753
Modularity : 0.149379
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,510 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, 12 October 2022 at 11:41 UTC.
The requested start date was Wednesday, 12 October 2022 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, 19-hour, 38-minute period from Monday, 10 October 2022 at 04:22 UTC to Wednesday, 12 October 2022 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:
[3812] #bigdata,#analytics [2680] #analytics,#datascience [2502] #iot,#iiot [2465] #datascience,#ai [1926] #python,#rstats [1918] #ai,#machinelearning [1810] #machinelearning,#iot [1558] #iiot,#python [1035] #analytics,#ai [1029] #ai,#iot Top Word Pairs in Tweet in G1:
[1637] #bigdata,#analytics [1065] #analytics,#datascience [1043] #iot,#iiot [974] #datascience,#ai [870] #python,#rstats [868] #ai,#machinelearning [798] #machinelearning,#iot [716] #iiot,#python [507] #machinelearning,#datascience [505] #cybersecurity,#bigdata Top Word Pairs in Tweet in G2:
[303] #bigdata,#analytics [251] #python,#rstats [207] #iiot,#python [186] #cybersecurity,#bigdata [186] #sql,#cybersecurity [186] #datascience,#sql [182] #analytics,#ai [169] #artificialintelligence,#ai [169] #ai,#ml [151] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[318] #bigdata,#analytics [296] #analytics,#datascience [277] #iot,#iiot [255] #datascience,#ai [241] #ai,#machinelearning [238] #machinelearning,#iot [156] #python,#rstats [121] #iiot,#pytorch [117] #pytorch,#python [71] #iiot,#python Top Word Pairs in Tweet in G4:
[85] #iot,#iiot [71] #iotpl,#iotcl [61] #iiot,#iotpl [61] #bigdata,#analytics [60] #datascience,#ai [51] #analytics,#datascience [51] #ai,#machinelearning [43] #machinelearning,#iot [39] #bigdata,#datascience [31] #ai,#iot Top Word Pairs in Tweet in G5:
[723] #bigdata,#analytics [609] #analytics,#datascience [555] #datascience,#ai [546] #iot,#iiot [407] #ai,#machinelearning [393] #machinelearning,#iot [333] #python,#rstats [243] #iiot,#python [235] #ai,#iot [175] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[251] #bigdata,#analytics [158] #iiot,#python [149] #python,#rstats [145] #iot,#iiot [143] #analytics,#datascience [142] #machinelearning,#iot [138] #ai,#machinelearning [133] #datascience,#ai [109] #cybersecurity,#bigdata [107] #sql,#cybersecurity Top Word Pairs in Tweet in G7:
[386] #bigdata,#analytics [337] #analytics,#datascience [331] #datascience,#ai [307] #machinelearning,#bigdata [236] #ai,#iot [172] #iot,#iiot [121] ucouponsme,100 [83] #iiot,#python [49] #python,#rstats [48] 100,complete Top Word Pairs in Tweet in G8:
[31] udemy,course [20] course,follow [18] free,udemy [14] #machinelearning,#datascience [13] coupon,udemy [13] discount,coupon [12] #bigdata,#ai [11] #ai,#iiot [9] #datascience,#sql [9] big,data Top Word Pairs in Tweet in G9:
[103] #bigdata,#analytics [83] #python,#rstats [61] #iot,#iiot [54] #iiot,#python [52] #analytics,#datascience [52] #ai,#machinelearning [52] #machinelearning,#datascience [50] #machinelearning,#iot [50] #cybersecurity,#bigdata [49] #analytics,#ai Top Word Pairs in Tweet in G10:
[37] cómo,visualizar [37] #stats,#datascience [37] #analytics,#dataanalysis [37] porcentajes,#stats [37] visualizar,porcentajes [37] #datascience,#analytics [36] #dataanalysis,#machinelearn [36] rosanaferrero,cómo [8] #bigdata,#analytics [5] #analytics,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: