"Time series clustering"
suvavecera
MemberPosts:1
Contributor I
Hello,
My name is Konstantin and I started using RM two days ago. I am writing a scientific paper related to energy sustainability. I have data of energy efficiency and share of renewable sources in total energy consumption for 46 countries and these data are related to period 2000-2010. Actualy, there are 6 atributes: energy intensity (primary energy consumption per GDP), share of renewabes in primary energy consumption, electricity consumption per capita, share of renewables in electricity production, liquid fuels consumption per capita, share of biofuels in liquid fuels consumption. I read before in this forum that time series clustering is possible in RM. But how? I installed Series extension. What's the procedure of time series clustering? My idea is to these 46 countries allocate to several clusters based on its trajectories. Also, I am interested to know what is the form dataset for this kind of analysis? My dataset has following form (simplified):
Country Year Atribut1 Atribut2 Atribut3 Atribut4 Atribut5 Atribut6
Algeria 2000
Algeria 2001
Algeria 2002
Argentina 2000
Argentina 2001
Argentina 2002
..........
I am sorry for my not so good english. I will be thankfull if someone help me with this problem.
My name is Konstantin and I started using RM two days ago. I am writing a scientific paper related to energy sustainability. I have data of energy efficiency and share of renewable sources in total energy consumption for 46 countries and these data are related to period 2000-2010. Actualy, there are 6 atributes: energy intensity (primary energy consumption per GDP), share of renewabes in primary energy consumption, electricity consumption per capita, share of renewables in electricity production, liquid fuels consumption per capita, share of biofuels in liquid fuels consumption. I read before in this forum that time series clustering is possible in RM. But how? I installed Series extension. What's the procedure of time series clustering? My idea is to these 46 countries allocate to several clusters based on its trajectories. Also, I am interested to know what is the form dataset for this kind of analysis? My dataset has following form (simplified):
Country Year Atribut1 Atribut2 Atribut3 Atribut4 Atribut5 Atribut6
Algeria 2000
Algeria 2001
Algeria 2002
Argentina 2000
Argentina 2001
Argentina 2002
..........
I am sorry for my not so good english. I will be thankfull if someone help me with this problem.
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