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All functions

coerce_numeric()
Auto-Convert Columns to Numeric
combine_datetime()
Combine Separate Date and Time Columns into One Timestamp
cross_validate()
K-Fold Cross-Validation on the Training Set
fill_time_gaps()
Fill Missing Timestamps in Time-Series Data
handle_missing()
Handle Missing Values
inverse_scale()
Inverse-Transform Scaled Data
missing_analysis()
Analyse Missing Values in a Time-Series Dataset
scale_data()
Scale Numeric Features (Auto-Select Method)
split_data()
Split Data into Temporal Train and Test Sets
standardize_na()
Standardise Missing Value Indicators to NA
ts_export()
Export Preprocessing Results to CSV
ts_preprocess()
Run the Full Preprocessing Pipeline
visualize_data()
Visualise Data After Missing-Value Handling