The graph represents a network of 1,365 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 August 2021 at 20:59 UTC.
The requested start date was Tuesday, 17 August 2021 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 3-day, 6-hour, 15-minute period from Friday, 13 August 2021 at 17:43 UTC to Monday, 16 August 2021 at 23:59 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 : 1365
Unique Edges : 1530
Edges With Duplicates : 15804
Total Edges : 17334
Number of Edge Types : 5
Retweet : 7011
MentionsInRetweet : 8474
Mentions : 1128
Tweet : 711
Replies to : 10
Self-Loops : 780
Reciprocated Vertex Pair Ratio : 0.00951748561310314
Reciprocated Edge Ratio : 0.0188555141416356
Connected Components : 36
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1304
Maximum Edges in a Connected Component : 17242
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.445266
Graph Density : 0.00244970083679761
Modularity : 0.164083
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,365 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 August 2021 at 20:59 UTC.
The requested start date was Tuesday, 17 August 2021 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 3-day, 6-hour, 15-minute period from Friday, 13 August 2021 at 17:43 UTC to Monday, 16 August 2021 at 23:59 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
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:
[3312] #bigdata,#analytics [3100] #iot,#iiot [2451] #analytics,#datascience [1759] #datascience,#ai [1471] #python,#rstats [1269] #machinelearning,#bigdata [1192] #iiot,#pytorch [1122] #ai,#machinelearning [1056] #datascience,#iot [1010] #pytorch,#python Top Word Pairs in Tweet in G1:
[674] #iot,#iiot [391] #iiot,#iotpl [289] #bigdata,#analytics [226] #iotpl,#iotcommunity [224] #analytics,#datascience [186] gave,kred [182] kred,#influence [175] #datascience,#ai [111] #ai,#machinelearning [109] #iotcommunity,#intrernetofthings Top Word Pairs in Tweet in G2:
[2195] #bigdata,#analytics [1721] #iot,#iiot [1595] #analytics,#datascience [1120] #datascience,#ai [1061] #python,#rstats [960] #machinelearning,#bigdata [928] #iiot,#pytorch [781] #ai,#machinelearning [767] #pytorch,#python [701] #datascience,#iot Top Word Pairs in Tweet in G3:
[464] #bigdata,#analytics [379] #analytics,#datascience [365] #iot,#iiot [284] #datascience,#ai [180] #python,#rstats [179] #ai,#machinelearning [138] #machinelearning,#iot [127] #datascience,#iot [126] #iiot,#pytorch [120] #iiot,#python Top Word Pairs in Tweet in G4:
[70] #socialmedia,#100daysofcode [69] #100daysofcode,#bigdata [68] #bigdata,#womenwhocode [65] #womenwhocode,#python [60] #python,#flutter [57] #iot,#iiot [44] #ai,#iiot [42] #rstats,#codenewbie [42] #devcommunity,#rpa [42] #rpa,#datascience Top Word Pairs in Tweet in G5:
[179] #bigdata,#analytics [136] #iot,#iiot [120] #datascience,#iot [111] #analytics,#datascience [100] #ai,#ml [73] #iiot,#azure [72] #azure,#rstats [71] #python,#bigdata [69] #analytics,#ai [63] #rstats,#dotnet Top Word Pairs in Tweet in G6:
[27] enterprises,pursuing [27] pursuing,digital [27] digital,transformation [27] transformation,initiatives [27] initiatives,need [27] need,reexamine [27] reexamine,infrastructure [27] infrastructure,architecture [27] architecture,bring [26] antgrasso,enterprises Top Word Pairs in Tweet in G7:
[130] #machinelearning,#bigdata [113] #bigdata,#analytics [78] #analytics,#datascience [72] #datascience,#ai [67] #iot,#iiot [66] #ai,#iot [62] #python,#rstats [59] #rstats,#tensorflow [57] #javascript,#reactjs [57] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G8:
[13] #machinelearning,#bigdata [10] #bigdata,#analytics [10] #iot,#iiot [10] #coding,#ar [10] #ar,#analytics [9] #digitaltransformation,#machinelearning [9] futuretechams,launching [9] launching,rocket [9] rocket,augmented [9] augmented,reality Top Word Pairs in Tweet in G9:
[32] #iot,#iiot [29] #bigdata,#analytics [25] #analytics,#datascience [21] #datascience,#ai [15] #python,#rstats [12] #ai,#machinelearning [12] #iiot,#pytorch [11] #pytorch,#python [10] #datascience,#iot [10] #machinelearning,#bigdata Top Word Pairs in Tweet in G10:
[7] #iot,#iiot [4] powelectrics,#iiot [3] wait,#expo2020 [3] #expo2020,#dubai [3] #dubai,begin [3] begin,#mindsphere [3] #mindsphere,future [3] future,world [3] world,series [3] series,curious Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: