The graph represents a network of 1,138 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, 26 February 2021 at 11:59 UTC.
The requested start date was Friday, 26 February 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, 1-hour, 53-minute period from Tuesday, 23 February 2021 at 22:55 UTC to Friday, 26 February 2021 at 00:48 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 : 1138
Unique Edges : 1696
Edges With Duplicates : 15938
Total Edges : 17634
Number of Edge Types : 5
Retweet : 7049
MentionsInRetweet : 9467
Replies to : 12
Mentions : 694
Tweet : 412
Self-Loops : 532
Reciprocated Vertex Pair Ratio : 0.00918635170603675
Reciprocated Edge Ratio : 0.0182054616384915
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1125
Maximum Edges in a Connected Component : 17612
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.09179
Graph Density : 0.00356594683075896
Modularity : 0.146848
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,138 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, 26 February 2021 at 11:59 UTC.
The requested start date was Friday, 26 February 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, 1-hour, 53-minute period from Tuesday, 23 February 2021 at 22:55 UTC to Friday, 26 February 2021 at 00:48 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:
[3630] #iot,#iiot [3229] #bigdata,#analytics [2743] #analytics,#datascience [2153] #datascience,#ai [2134] #python,#rstats [1343] #ai,#machinelearning [1137] #machinelearning,#iot [1076] #iiot,#python [1000] #iiot,#pytorch [944] #pytorch,#python Top Word Pairs in Tweet in G1:
[2236] #iot,#iiot [2122] #bigdata,#analytics [1804] #analytics,#datascience [1390] #datascience,#ai [1317] #python,#rstats [853] #ai,#machinelearning [709] #machinelearning,#iot [691] #iiot,#python [671] #iiot,#pytorch [629] #pytorch,#python Top Word Pairs in Tweet in G2:
[517] #iot,#iiot [466] #bigdata,#analytics [388] #analytics,#datascience [343] #datascience,#ai [248] #python,#rstats [212] #ai,#machinelearning [201] #bigdata,#linkedin [179] #women,#insurtech [161] #linkedin,#fashion [160] #fashion,#women Top Word Pairs in Tweet in G3:
[438] #bigdata,#analytics [384] #analytics,#datascience [380] #iot,#iiot [283] #python,#rstats [271] #datascience,#ai [180] #ai,#machinelearning [173] #machinelearning,#iot [166] #iiot,#python [149] #iiot,#pytorch [148] #pytorch,#python Top Word Pairs in Tweet in G4:
[102] ingliguori,#digitaltransformation [75] #machinelearning,#bigdata [57] deloitte,ingliguori [57] #cloud,#machinelearning [55] ingliguori,#cloud [53] #bigdata,#infosec [52] #iot,#iiot [50] #bigdata,#analytics [46] integrated,#ai [46] #ai,strategy Top Word Pairs in Tweet in G5:
[416] #iot,#iiot [255] #rstats,#reactjs [235] #python,#rstats [197] #iiot,#bigdata [188] #analytics,#machinelearning [183] #machinelearning,#ai [182] #ai,#python [179] #reactjs,#iot [145] machine,learning [133] #machinelearning,#100daysofcode Top Word Pairs in Tweet in G6:
[25] ce,#bigtech [25] #bigtech,savent [25] savent,disons [25] disons,plutôt [25] plutôt,ce [25] ce,qu'elles [25] qu'elles,admettent [25] admettent,collecter [25] collecter,#visualization [24] paolicgpi,ce Top Word Pairs in Tweet in G7:
[12] #analytics,#ai [11] biggest,trends [11] trends,#bigdata [11] #bigdata,analytics [11] analytics,right [11] right,2021 [11] 2021,#machinelearning [11] #machinelearning,#python [11] #python,#nlp [11] #nlp,#analytics Top Word Pairs in Tweet in G8:
[23] #bigdata,#linkedin [19] #linkedin,#fashion [19] #fashion,#women [18] #women,#insurtech [11] #socialmedia,#iiot [10] #iiot,#iot [10] dailymail,#bigdata [8] #bigdata,#analytics [6] #analytics,#datascience [6] #insurtech,#socialmedia Top Word Pairs in Tweet in G9:
[3] exciting,brainchip_inc [3] brainchip_inc,helping [3] helping,fight [3] fight,#covid19 [3] #covid19,#digitaltransformation [3] #digitaltransformation,#iiot [3] #iiot,#iot [3] #iot,#iotcommunity [3] #iotcommunity,#bigdata [3] #bigdata,#cloud Top Word Pairs in Tweet in G10:
[6] #iot,#iiot [2] iiot,revolutionizing [2] revolutionizing,manufacturing [2] manufacturing,industry [2] industry,#google [2] #google,#iot [2] #iiot,#ai [2] #ai,#technology [2] #technology,#blockchain [2] curated,list Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: