The graph represents a network of 1,296 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 13:01 UTC.
The requested start date was Wednesday, 13 January 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 1-day, 6-hour, 19-minute period from Monday, 11 January 2021 at 16:20 UTC to Tuesday, 12 January 2021 at 22:39 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 : 1296
Unique Edges : 1604
Edges With Duplicates : 18387
Total Edges : 19991
Number of Edge Types : 5
Mentions : 2121
Retweet : 6745
MentionsInRetweet : 9898
Tweet : 1152
Replies to : 75
Self-Loops : 1683
Reciprocated Vertex Pair Ratio : 0.0166444740346205
Reciprocated Edge Ratio : 0.0327439423706614
Connected Components : 96
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1161
Maximum Edges in a Connected Component : 19783
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.256114
Graph Density : 0.00272951522951523
Modularity : 0.14842
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,296 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 13:01 UTC.
The requested start date was Wednesday, 13 January 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 1-day, 6-hour, 19-minute period from Monday, 11 January 2021 at 16:20 UTC to Tuesday, 12 January 2021 at 22:39 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 : iot 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:
[3202] #iot,#iiot [2884] #bigdata,#analytics [2520] #analytics,#datascience [1852] #ai,#machinelearning [1840] #datascience,#ai [1539] #python,#rstats [1412] #machinelearning,#iot [1206] #ai,#iot [996] #rstats,#reactjs [992] #pytorch,#python Top Word Pairs in Tweet in G1:
[2145] #iot,#iiot [2042] #bigdata,#analytics [1815] #analytics,#datascience [1347] #datascience,#ai [1242] #ai,#machinelearning [1033] #python,#rstats [965] #machinelearning,#iot [736] #ai,#iot [676] #pytorch,#python [658] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[274] #iot,#iiot [232] #ai,#iot [212] gt,gt [210] #bigdata,#analytics [182] #iot,#bigdata [178] #analytics,#datascience [147] #ai,#machinelearning [140] #datascience,#ai [116] #machinelearning,#iot [95] #python,#rstats Top Word Pairs in Tweet in G3:
[466] #bigdata,#analytics [440] #iot,#iiot [396] #analytics,#datascience [278] #python,#rstats [249] #datascience,#ai [220] #ai,#machinelearning [215] #pytorch,#python [206] #machinelearning,#iot [201] #iiot,#pytorch [148] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[264] #iot,#iiot [252] #rstats,#reactjs [211] #analytics,#ai [160] #reactjs,#iot [139] #ai,#machinelearning [110] #python,#rstats [89] #bigdata,#analytics [76] #analytics,#datascience [63] #machinelearning,#iot [62] #ai,#bigdata Top Word Pairs in Tweet in G5:
[184] #iot,#tech [178] #ai,#iot [119] #iiot,#usa [107] #bigdata,#ai [89] #bigdata,#europe [87] #usa,#linux [87] #tech,#iiot [78] #europe,#ai [77] #linux,#uk [74] #iot,#iiot Top Word Pairs in Tweet in G6:
[13] machine,learning [12] análise,preditiva [11] artificial,intelligence [10] #tech,#technology [9] brazil,sfe [9] sfe,terms [8] big,data [8] read,more [6] #bigdata,#analytics [6] #iot,#bigdata Top Word Pairs in Tweet in G7:
[36] #machinelearning,#iot [34] #iot,#bigdata [33] #ai,#machinelearning [31] top,10 [31] 10,techtrends [31] techtrends,industry [31] industry,#ai [23] #bigdata,#blockchain [21] #blockchain,#cloud [18] mvollmer1,top Top Word Pairs in Tweet in G8:
[3] grazytgrazynatt,influencerprom1 [3] influencerprom1,itakethelead [3] itakethelead,365surmarius [3] 365surmarius,themrblueprint [3] themrblueprint,mrkmrkmoh [3] mrkmrkmoh,mariussou [3] mariussou,kiyotaka_1991 [3] become,customers [3] customers,business [3] business,partners Top Word Pairs in Tweet in G9:
[5] ai,powered [5] powered,robot [5] robot,learnt [5] learnt,curling [5] curling,using [5] using,adaptive [5] adaptive,deep [5] deep,reinforcement [5] reinforcement,learning [5] learning,#iot Top Word Pairs in Tweet in G10:
[2] steps,build [2] build,deploy [2] deploy,models [2] models,#drones [2] #drones,flying [2] flying,#iot [2] #iot,devices [2] devices,read [2] read,more [2] more,kunbajaj Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: