The graph represents a network of 856 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, 31 July 2020 at 10:15 UTC.
The requested start date was Friday, 31 July 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 2-day, 7-hour, 37-minute period from Tuesday, 28 July 2020 at 15:52 UTC to Thursday, 30 July 2020 at 23:30 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 : 856
Unique Edges : 570
Edges With Duplicates : 10055
Total Edges : 10625
Number of Edge Types : 5
Retweet : 4553
MentionsInRetweet : 5311
Mentions : 267
Tweet : 490
Replies to : 4
Self-Loops : 542
Reciprocated Vertex Pair Ratio : 0.00954111767378464
Reciprocated Edge Ratio : 0.0189018901890189
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 837
Maximum Edges in a Connected Component : 10594
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.139762
Graph Density : 0.00303601683336066
Modularity : 0.146648
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 856 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, 31 July 2020 at 10:15 UTC.
The requested start date was Friday, 31 July 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 2-day, 7-hour, 37-minute period from Tuesday, 28 July 2020 at 15:52 UTC to Thursday, 30 July 2020 at 23:30 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:
[3759] #bigdata,#analytics [3530] #iot,#iiot [3246] #analytics,#datascience [2403] #datascience,#ai [2020] #python,#rstats [1919] #iiot,#python [1875] #ai,#machinelearning [1550] #machinelearning,#iot [1081] #datascience,#iot [980] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[719] #bigdata,#analytics [680] #analytics,#datascience [671] #iot,#iiot [436] #datascience,#ai [400] #python,#rstats [367] #iiot,#python [364] #ai,#machinelearning [351] #machinelearning,#iot [215] #datascience,#iot [193] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[415] #iot,#iiot [373] #bigdata,#analytics [350] #analytics,#datascience [306] #datascience,#ai [235] #ai,#machinelearning [200] #iiot,#python [194] #python,#rstats [180] #machinelearning,#iot [132] #iiot,#iotpl [81] #bigdata,#datascience Top Word Pairs in Tweet in G3:
[2205] #bigdata,#analytics [1955] #iot,#iiot [1943] #analytics,#datascience [1436] #datascience,#ai [1262] #python,#rstats [1188] #iiot,#python [1105] #ai,#machinelearning [869] #machinelearning,#iot [567] #datascience,#iot [511] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[121] #iot,#iiot [110] #bigdata,#analytics [104] #analytics,#datascience [96] #datascience,#ai [76] #ai,#machinelearning [68] #iiot,#python [68] #python,#rstats [64] #machinelearning,#iot [63] gt,gt [39] #ai,#iot Top Word Pairs in Tweet in G5:
[295] #iot,#iiot [293] #bigdata,#analytics [187] #datascience,#iot [182] #iiot,#pytorch [181] #python,#bigdata [180] #analytics,#ai [173] #ai,#datascience [146] #pytorch,#rstats [135] #rstats,#java [110] #analytics,#datascience Top Word Pairs in Tweet in G6:
[39] #iot,#iiot [34] #bigdata,#analytics [34] #analytics,#datascience [22] #datascience,#ai [22] #iiot,#python [19] #python,#rstats [15] #ai,#machinelearning [15] #machinelearning,#iot [9] #datascience,#iot [7] nevillegaunt,postoff25 Top Word Pairs in Tweet in G7:
[97] #it,#ites [97] #ites,#mfg [97] #mfg,#sme [95] #datalists,#it [82] #sme,#software [65] #software,#tech [60] #tech,#startups [52] #startups,#erp [51] #iiot,#bigdata [48] #erp,#iiot Top Word Pairs in Tweet in G8:
[10] #digitaltransformation,#machinelearning [9] artificial,intelligence [7] reshaping,artificial [7] intelligence,help [7] help,affordances [7] affordances,#digitaltransformation [6] bedit,reshaping [6] #bigdata,#analytics [6] #analytics,#datascience [6] #iot,#iiot Top Word Pairs in Tweet in G9:
[8] #iot,#iiot [6] #bigdata,#analytics [6] #analytics,#datascience [6] #python,#rstats [5] #data_science_process,#bigdata [5] #datascience,#ai [5] #ai,#machinelearning [5] #machinelearning,#nlproc [5] #nlproc,#iot [5] #iiot,#python Top Word Pairs in Tweet in G10:
[6] #iot,#iiot [6] #iiot,#iotpl [4] #bigdata,#datascience [4] iot,gateway [3] #datascience,#machinelearning [2] #iotpl,#industry40 [2] #datascience,#ai [2] #iotpl,#edgeanalytics [2] #edgeanalytics,#edgecomputing [2] heading,toward Top Replied-To in Entire Graph:
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:
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 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: