The graph represents a network of 1,418 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 Tuesday, 01 June 2021 at 20:15 UTC.
The requested start date was Tuesday, 01 June 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 2-day, 6-hour, 54-minute period from Saturday, 29 May 2021 at 17:03 UTC to Monday, 31 May 2021 at 23:58 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 : 1418
Unique Edges : 2449
Edges With Duplicates : 17637
Total Edges : 20086
Number of Edge Types : 5
Retweet : 6791
MentionsInRetweet : 10332
Tweet : 716
Mentions : 2145
Replies to : 102
Self-Loops : 869
Reciprocated Vertex Pair Ratio : 0.0101744186046512
Reciprocated Edge Ratio : 0.0201438848920863
Connected Components : 26
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1358
Maximum Edges in a Connected Component : 19931
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.217972
Graph Density : 0.00276712456937868
Modularity : 0.178649
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,418 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 Tuesday, 01 June 2021 at 20:15 UTC.
The requested start date was Tuesday, 01 June 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 2-day, 6-hour, 54-minute period from Saturday, 29 May 2021 at 17:03 UTC to Monday, 31 May 2021 at 23:58 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:
[4300] #iot,#iiot [3911] #bigdata,#analytics [3553] #analytics,#datascience [2386] #datascience,#ai [1958] #ai,#machinelearning [1942] #python,#rstats [1823] #machinelearning,#iot [1425] #iiot,#python [998] #datascience,#iot [949] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[1961] #iot,#iiot [1482] #bigdata,#analytics [1336] #analytics,#datascience [885] #python,#rstats [848] #datascience,#ai [656] #ai,#machinelearning [584] #machinelearning,#iot [507] #iiot,#python [486] #datascience,#iot [431] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[2027] #bigdata,#analytics [1837] #analytics,#datascience [1808] #iot,#iiot [1291] #datascience,#ai [1090] #ai,#machinelearning [1041] #machinelearning,#iot [862] #python,#rstats [777] #iiot,#python [470] #machinelearning,#bigdata [421] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[251] mashable,enricomolinari [179] #iot,#iiot [113] enricomolinari,#bigdata [72] #ai,#iot [69] #banking,#fintech [62] enricomolinari,#banking [61] #fintech,#finserv [58] #bigdata,#analytics [51] #ehealth,#smartcities [48] #smartcities,#esg Top Word Pairs in Tweet in G4:
[310] #bigdata,#analytics [303] #analytics,#datascience [290] #iot,#iiot [206] #datascience,#ai [172] #ai,#machinelearning [168] #machinelearning,#iot [164] #python,#rstats [124] #iiot,#python [105] #iiot,#pytorch [103] #pytorch,#python Top Word Pairs in Tweet in G5:
[29] #iot,#iiot [19] #bigdata,#analytics [17] #analytics,#datascience [12] internet,things [9] #datascience,#iot [8] operating,system [7] #machinelearning,#bigdata [6] #datascience,#ai [6] #iiot,#pytorch [6] #python,#rstats Top Word Pairs in Tweet in G6:
[4] #iiot,#industry40 [3] technology,evolution [3] evolution,solutions [3] solutions,part [3] part,#industry40 [3] #industry40,innovations [3] innovations,freedomfirecom [3] analyze,industrial [3] industrial,data [3] data,minutes Top Word Pairs in Tweet in G7:
[2] podcast,future [2] future,proof [2] proof,iot [2] iot,focuses [2] focuses,leverage [2] leverage,digitalization [2] digitalization,iot [2] iot,meet [2] meet,manufacturing [2] manufacturing,challenges Top Word Pairs in Tweet in G9:
[4] maremueller,handelsblatt [4] handelsblatt,astriddoerner [4] astriddoerner,felixholtermann [4] felixholtermann,michaelmaischhb [4] michaelmaischhb,geehrte [4] geehrte,frau [4] frau,müller [4] müller,gerne [3] chrismuellerhi,maremueller Top Word Pairs in Tweet in G10:
[4] ericsson,edgeiotai [4] edgeiotai,ericssonindia [4] ericssonindia,elonmusk [4] elonmusk,huawei [4] appthisway,drvilasjagdale [4] drvilasjagdale,coder_487 [3] haroldsinnott,chidambara09 [3] chidambara09,ericsson [3] huawei,appthisway [3] coder_487,#5g Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: