The graph represents a network of 1,330 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, 22 November 2019 at 11:37 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 3-day, 21-hour, 21-minute period from Monday, 18 November 2019 at 03:39 UTC to Friday, 22 November 2019 at 01:01 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 : 1330
Unique Edges : 2462
Edges With Duplicates : 4201
Total Edges : 6663
Number of Edge Types : 3
Mentions : 6266
Tweet : 394
Replies to : 3
Self-Loops : 394
Reciprocated Vertex Pair Ratio : 0.0106595602931379
Reciprocated Edge Ratio : 0.021094264996704
Connected Components : 22
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 1294
Maximum Edges in a Connected Component : 6624
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.433467
Graph Density : 0.00171648081829857
Modularity : 0.312449
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,330 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, 22 November 2019 at 11:37 UTC.
The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 3-day, 21-hour, 21-minute period from Monday, 18 November 2019 at 03:39 UTC to Friday, 22 November 2019 at 01:01 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3090] #bigdata,#analytics [2750] #analytics,#datascience [2732] #datascience,#ai [2361] #ai,#machinelearning [1906] #iot,#iiot [1425] #machinelearning,#iot [1100] #iiot,#pytorch [662] #pytorch,#python [376] gt,gt [350] #python,#rstats Top Word Pairs in Tweet in G1:
[2510] #bigdata,#analytics [2278] #analytics,#datascience [2218] #datascience,#ai [1935] #ai,#machinelearning [1464] #iot,#iiot [1152] #machinelearning,#iot [945] #iiot,#pytorch [581] #pytorch,#python [323] #python,#rstats [250] #machinelearning,#deeplearning Top Word Pairs in Tweet in G2:
[240] #bigdata,#analytics [202] gt,gt [174] #analytics,#datascience [166] #datascience,#ai [158] #iot,#iiot [142] #ai,#machinelearning [94] #machinelearning,#iot [91] internet,things [76] #iot,#bigdata [53] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[221] #datascience,#ai [219] #bigdata,#analytics [204] #analytics,#datascience [185] #ai,#machinelearning [161] #iot,#iiot [120] gt,gt [119] #machinelearning,#iot [72] #iiot,#pytorch [50] #bigdata,#datascience [43] smart,city Top Word Pairs in Tweet in G4:
[101] internet,things [101] things,change [101] change,world [101] world,works [101] works,ready [100] haroldsinnott,internet [100] ready,theec [21] #datascience,#ai [12] gt,gt [12] #emergingtechnologies,impacting Top Word Pairs in Tweet in G5:
[51] #iot,#iiot [41] #bigdata,#analytics [37] #ai,#machinelearning [32] #datascience,#ai [31] #analytics,#datascience [19] #machinelearning,#iot [16] internet,things [14] gt,gt [12] #iot,#bigdata [11] #bigdata,#datascience Top Word Pairs in Tweet in G6:
[118] remove,background [118] background,images [118] images,24 [118] 24,hours [118] hours,5 [118] 5,#fiverr [118] #fiverr,link [118] link,#mpgvip [118] #mpgvip,#defstar5 [112] sajonjoy,remove Top Word Pairs in Tweet in G7:
[42] #ai,#iiot [30] #iot,#ai [28] visualising,massive [28] massive,cost [28] cost,cybercrime [28] cybercrime,raconteur [28] raconteur,visualcap [28] visualcap,#cybercrime [28] #cybercrime,#bigdata [28] #bigdata,#cyberattacks Top Word Pairs in Tweet in G8:
[39] #ai,#ml [39] #ml,#deeplearning [27] #deeplearning,#cybersecurity [22] #cybersecurity,#bigdata [22] #bigdata,#predictiveanalytics [21] #predictiveanalytics,#iiot [18] #iot,initiative [18] initiative,work [18] work,heavy [18] heavy,industry Top Word Pairs in Tweet in G9:
[22] #digitaltransformation,#blockchain [20] #blockchain,#iiot [20] #iiot,#iot [20] #iot,#ai [19] #ai,#dx [17] look,original [17] original,#infographics [17] #infographics,#datascience [17] #datascience,timeline [17] timeline,#digitaltransformation Top Word Pairs in Tweet in G10:
[19] #ai,#aiio [19] #aiio,#bigdata [19] #bigdata,#ml [19] #ml,#nlu [19] #nlu,#iot [10] #ai,won [10] won,t [10] t,kill [10] kill,journalism [10] journalism,save Top Replied-To in Entire Graph:
Top Replied-To in G5:
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: