R Passenger dataset but in list and Pandas format. Will later include time series models (will be added later).
Project description
-
Package to Test Time Series Models
- In the end will provide quick access to standard datasets and basic time series models for benchmarking.
- Example code is found at the bottom of the readme file.
Datasets
- All datasets are in list and pandas format.
Univariate Seasonal Data
Monthly Flight Passenger Demand
- Classic dataset with flight passangers over time from the R data package.
- flight_list = the data in a list format
- flight_pandas = the data in pandas dataframe format
Univariate Non-Linear Dataset
Daily Gold Prices
- Link: Kaggle Gold dataset
- gold_list = the data in a list format
- gold_pandas = the data in a pandas df format
Models (WIP)
- Classic Time Series to benchmark more ambitious models.
- Naive (give in the lag)
- ARIMA
- Holt Winter
Example Code
import pandas as pd
flight_list
flight_pandas.head()
gold_list
gold_pandas.head()
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