The graph represents a network of 1,435 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 April 2020 at 09:56 UTC.
The requested start date was Friday, 03 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 1-day, 22-hour, 3-minute period from Wednesday, 01 April 2020 at 01:44 UTC to Thursday, 02 April 2020 at 23:47 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 : 1435
Unique Edges : 2408
Edges With Duplicates : 4453
Total Edges : 6861
Number of Edge Types : 4
MentionsInRetweet : 6033
Tweet : 221
Mentions : 603
Replies to : 4
Self-Loops : 221
Reciprocated Vertex Pair Ratio : 0.0117839607201309
Reciprocated Edge Ratio : 0.0232934325461016
Connected Components : 13
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1423
Maximum Edges in a Connected Component : 6847
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.105942
Graph Density : 0.00150209690979157
Modularity : 0.309904
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,435 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 April 2020 at 09:56 UTC.
The requested start date was Friday, 03 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 1-day, 22-hour, 3-minute period from Wednesday, 01 April 2020 at 01:44 UTC to Thursday, 02 April 2020 at 23:47 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 : iiot 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:
[4022] #bigdata,#analytics [3396] #analytics,#datascience [3396] #iot,#iiot [2721] #datascience,#ai [2467] #ai,#machinelearning [1631] #machinelearning,#iot [1503] #python,#rstats [1458] #iiot,#pytorch [1105] #iiot,#python [1019] #pytorch,#python Top Word Pairs in Tweet in G1:
[1193] #bigdata,#analytics [1043] #iot,#iiot [989] #analytics,#datascience [732] #datascience,#ai [639] #ai,#machinelearning [486] #iiot,#pytorch [452] #python,#rstats [418] #rstats,#tensorflow [405] #machinelearning,#iot [322] #iiot,#python Top Word Pairs in Tweet in G2:
[2020] #bigdata,#analytics [1786] #analytics,#datascience [1637] #iot,#iiot [1512] #datascience,#ai [1292] #ai,#machinelearning [878] #machinelearning,#iot [693] #python,#rstats [647] #iiot,#pytorch [588] #iiot,#python [489] #pytorch,#python Top Word Pairs in Tweet in G3:
[295] #bigdata,#analytics [264] #analytics,#datascience [232] gt,gt [214] #iot,#iiot [196] #datascience,#ai [185] #ai,#machinelearning [93] #machinelearning,#iot [91] #iiot,#pytorch [90] #python,#rstats [65] #pytorch,#python Top Word Pairs in Tweet in G4:
[194] #bigdata,#analytics [181] #iot,#iiot [165] #datascience,#ai [165] #analytics,#datascience [152] #ai,#machinelearning [84] #bigdata,#datascience [82] #machinelearning,#iot [67] #iiot,#pytorch [63] #python,#rstats [50] #datascience,#iot Top Word Pairs in Tweet in G5:
[157] #bigdata,#analytics [152] #iot,#iiot [130] #ai,#machinelearning [126] #iiot,#pytorch [124] #python,#rstats [124] #rstats,#tensorflow [123] #machinelearning,#iot [118] #pytorch,#python [107] #tensorflow,#jav [106] 12,free Top Word Pairs in Tweet in G6:
[142] #bigdata,#analytics [129] #analytics,#datascience [129] #iot,#iiot [79] #python,#rstats [74] #iiot,#python [69] #datascience,#ai [61] #ai,#machinelearning [61] #datascience,#iot [43] #machinelearning,#iot [42] different,probability Top Word Pairs in Tweet in G7:
[32] ingliguori,#iot [30] ingliguori,#internetofthings [22] #iot,#iiot [18] #internetofthings,expected [18] expected,make [18] make,big [18] big,impact [18] #iiot,#ai [18] #ai,#vr [14] #internetofthings,#healthcare Top Word Pairs in Tweet in G8:
[10] #bigdata,#iot [10] #iot,connected [10] connected,#internetofthings [10] #internetofthings,#5g [10] #5g,iotforall [10] iotforall,siemensusa [10] siemensusa,wswmuc [9] softclouds,#bigdata [9] wswmuc,fogor [2] check,latest Top Word Pairs in Tweet in G9:
[5] #bigdata,#datascience [4] #datascience,#machinelearning [4] #iiot,#iotpl [4] #iot,#iiot [4] #bigdata,#analytics [3] internet,things [3] #iiot,#m2m [2] gt,#insightsasaservice [2] #machinelearning,#ai [2] #datascience,#ai Top Word Pairs in Tweet in G10:
[6] #iot,#iiot [6] #bigdata,#analytics [5] #analytics,#datascience [5] #datascience,#ai [4] #ai,#machinelearning [3] amazing,2025 [3] 2025,#ai [3] #ai,150 [3] 150,trillion [3] trillion,industry Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 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: