Project has 3 major phases for 2 major experiments (i. export value and ii. rca values):
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Exploratory data analysis: to check overall trends, patterns, outliers and suspicious data
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Time series characterisation: to check whether or not time series have trends, are stationary, are seasonal, are cyclical or random to inform the decision on appropriate models
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Time series clustering and classification In progress: Literature review:
- Feature extraction
- Feature selection
- Clustering model selection
- Clustering
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Time series forecasting
- Planning: