The graph represents a network of 1,191 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, 17 December 2021 at 11:44 UTC.
The requested start date was Friday, 17 December 2021 at 01:01 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, 17-hour, 16-minute period from Tuesday, 14 December 2021 at 07:43 UTC to Friday, 17 December 2021 at 01:00 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 : 1191
Unique Edges : 2233
Edges With Duplicates : 17537
Total Edges : 19770
Number of Edge Types : 5
MentionsInRetweet : 11419
Mentions : 819
Retweet : 7130
Replies to : 42
Tweet : 360
Self-Loops : 495
Reciprocated Vertex Pair Ratio : 0.0115134633240483
Reciprocated Edge Ratio : 0.0227648246741326
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 1183
Maximum Edges in a Connected Component : 19760
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.081923
Graph Density : 0.00384325014640617
Modularity : 0.15211
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,191 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, 17 December 2021 at 11:44 UTC.
The requested start date was Friday, 17 December 2021 at 01:01 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, 17-hour, 16-minute period from Tuesday, 14 December 2021 at 07:43 UTC to Friday, 17 December 2021 at 01:00 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 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:
[4114] #bigdata,#analytics [3937] #iot,#iiot [2949] #analytics,#datascience [2161] #datascience,#ai [2140] #python,#rstats [1876] #ai,#machinelearning [1810] #iiot,#pytorch [1612] #machinelearning,#iot [1539] #pytorch,#python [1132] #datascience,#iot Top Word Pairs in Tweet in G1:
[2234] #bigdata,#analytics [1968] #iot,#iiot [1631] #analytics,#datascience [1187] #datascience,#ai [1058] #python,#rstats [1051] #ai,#machinelearning [959] #iiot,#pytorch [864] #machinelearning,#iot [793] #pytorch,#python [576] #datascience,#iot Top Word Pairs in Tweet in G2:
[288] #iot,#iiot [232] #bigdata,#analytics [201] #python,#rstats [159] #machinelearning,#ai [156] #ai,#python [139] #analytics,#datascience [135] #rstats,#reactjs [132] #reactjs,#iot [108] #iiot,#linux [106] #datascience,#ai Top Word Pairs in Tweet in G3:
[1034] #iot,#iiot [916] #bigdata,#analytics [576] #analytics,#datascience [463] #datascience,#ai [447] #python,#rstats [410] #ai,#machinelearning [380] #iiot,#pytorch [375] #machinelearning,#iot [359] #iiot,#azure [340] #python,#bigdata Top Word Pairs in Tweet in G4:
[485] #bigdata,#analytics [460] #iot,#iiot [458] #analytics,#datascience [298] #python,#rstats [289] #datascience,#ai [289] #ai,#machinelearning [281] #iiot,#pytorch [268] #machinelearning,#iot [264] #pytorch,#python [157] #datascience,#iot Top Word Pairs in Tweet in G5:
[157] #bigdata,#analytics [104] #iot,#iiot [91] #python,#rstats [90] #analytics,#datascience [79] #iiot,#pytorch [70] #pytorch,#python [66] #datascience,#ai [57] #machinelearning,#iot [54] #rstats,#tensorflow [52] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[52] gave,kred [52] kred,#influence [48] #iot,#iiot [33] #art,#aiart [32] #bigdata,#analytics [29] #datascience,#bigdata [28] #ai,#ml [27] #iiot,#iotpl [26] #ai,#machinelearning [25] #machinelearning,#deeplearning Top Word Pairs in Tweet in G7:
[67] #machinelearning,#bigdata [58] #bigdata,#analytics [46] #bigdata,#devcommunity [46] #devcommunity,#technology [39] #analytics,#datascience [37] #datascience,#ai [35] #iot,#iiot [34] #python,#rstats [33] #ai,#iot [31] #iiot,#python Top Word Pairs in Tweet in G8:
[7] funny,love [7] love,#internetofthings [7] #internetofthings,cartoon [7] cartoon,tom [7] tom,fishburne [7] fishburne,marketoonist [7] marketoonist,12 [7] 12,billion [7] billion,active [6] jimharris,funny Top Word Pairs in Tweet in G9:
[3] #tech,#it [3] #it,#automation [3] #automation,#bigdata [3] #bigdata,#manufacturing [3] #manufacturing,#data [3] #data,#industry [3] #industry,#insight [3] #insight,#energy [3] #energy,#iiot [3] #iiot,#iot Top Word Pairs in Tweet in G10:
[3] migrating,legacy [3] legacy,current [3] current,#ip [3] #ip,#knowledgemanagement [3] #knowledgemanagement,#digitalstrategy [3] #digitalstrategy,thru [3] thru,#digitaltransformation [3] #digitaltransformation,achieve [3] achieve,parity [2] nickjustinian,migrating Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: