The graph represents a network of 1,198 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 October 2022 at 11:22 UTC.
The requested start date was Friday, 14 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 2-day, 9-hour, 59-minute period from Tuesday, 11 October 2022 at 14:01 UTC to Friday, 14 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 : 1198
Unique Edges : 603
Edges With Duplicates : 15235
Total Edges : 15838
Number of Edge Types : 5
Retweet : 6905
MentionsInRetweet : 7663
Tweet : 873
Mentions : 396
Replies to : 1
Self-Loops : 1144
Reciprocated Vertex Pair Ratio : 0.00341933478396021
Reciprocated Edge Ratio : 0.00681536555142503
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1167
Maximum Edges in a Connected Component : 15797
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.319894
Graph Density : 0.0022510366065414
Modularity : 0.127948
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,198 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 October 2022 at 11:22 UTC.
The requested start date was Friday, 14 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 2-day, 9-hour, 59-minute period from Tuesday, 11 October 2022 at 14:01 UTC to Friday, 14 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 : iiot machinelearning
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:
[4972] #bigdata,#analytics [3254] #iot,#iiot [3131] #datascience,#ai [3101] #analytics,#datascience [2569] #python,#rstats [2473] #ai,#machinelearning [2407] #iiot,#python [2215] #machinelearning,#datascience [2089] #machinelearning,#iot [1835] #analytics,#ai Top Word Pairs in Tweet in G1:
[939] #bigdata,#analytics [640] #machinelearning,#datascience [632] #iiot,#python [613] #datascience,#sql [607] #cybersecurity,#bigdata [595] #python,#rstats [595] #sql,#cybersecurity [582] #analytics,#ai [558] #ai,#iiot [439] #iot,#iiot Top Word Pairs in Tweet in G2:
[2864] #bigdata,#analytics [1879] #iot,#iiot [1844] #analytics,#datascience [1810] #datascience,#ai [1517] #python,#rstats [1399] #ai,#machinelearning [1371] #machinelearning,#datascience [1368] #iiot,#python [1198] #machinelearning,#iot [1008] #analytics,#ai Top Word Pairs in Tweet in G3:
[131] #datascience,#ai [103] #ai,#machinelearning [97] #iot,#iiot [92] #bigdata,#analytics [81] #bigdata,#datascience [73] #analytics,#datascience [54] #machinelearning,#iot [50] #iiot,#iotpl [50] #machinelearning,#datascience [50] artificial,intelligence Top Word Pairs in Tweet in G4:
[298] #bigdata,#analytics [283] #ai,#machinelearning [281] #datascience,#ai [280] #analytics,#datascience [245] #iot,#iiot [244] #machinelearning,#iot [172] #python,#rstats [113] #iiot,#pytorch [113] #pytorch,#python [76] #iiot,#python Top Word Pairs in Tweet in G5:
[191] #iot,#iiot [156] #bigdata,#analytics [127] #machinelearning,#ml [123] #iiot,#iotpl [97] #ai,#machinelearning [91] #analytics,#datascience [88] #datascience,#ai [62] #ml,#ai [57] #ai,#ml [57] #programming,#coding Top Word Pairs in Tweet in G6:
[148] #bigdata,#analytics [122] #iiot,#python [122] #python,#rstats [94] #datascience,#ai [92] #ai,#machinelearning [92] #analytics,#datascience [92] #iot,#iiot [91] #machinelearning,#iot [70] uses,data [70] data,science Top Word Pairs in Tweet in G7:
[405] #bigdata,#analytics [374] #datascience,#ai [368] #analytics,#datascience [355] #machinelearning,#bigdata [284] #ai,#iot [249] #iot,#iiot [139] ucouponsme,100 [120] #iiot,#python [86] #reactjs,#cloudcomputing [86] #cloudcomputing,#datascientist Top Word Pairs in Tweet in G8:
[52] #bigdata,#analytics [38] #analytics,#ai [33] #iot,#iiot [22] #iiot,#python [22] #python,#bigdata [21] #machinelearning,#datascience [20] #python,#rstats [19] #datascience,#sql [19] #cybersecurity,#bigdata [19] #datascience,#ai Top Word Pairs in Tweet in G9:
[2] #code,#datascience [2] #iiot,#code [2] #datascience,#polkadot [2] #technology,#java [2] #python,#jobsearch [2] #job,#tech [2] #tech,#machinelearning [2] #java,#tech [2] #machinelearning,#python [2] #tech,#iiot Top Word Pairs in Tweet in G10:
[31] #ai,#machinelearning [28] #machinelearning,#iot [27] #iot,#iiot [20] #iiot,#cx [14] #cx,#selfdrivingcars [11] #bigdata,#analytics [11] artificial,intelligence [10] #selfdrivingcars,#smartcity [10] #analytics,#datascience [10] #datascience,#ai 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 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: