Challenges
Messy metering data
Need for metrics
Erorr and fault detection
Result
Clean data, ready for use in modelling or pricing
Useful metrics to differentiate or analyse trends
Summary of errors and possible solutions
I continuously work with different types of data that need cleaning and analysis. For this purpose, I’ve developed several scripts tailored to specific data problems.
More important, I’m able to extract useful information from this data that helps customers use the data for their modelling needs or other machine-learning endeavours.