olles-little-data-and-model-pack 0.0.3

R Passenger dataset but in list and Pandas format. Will later include time series models (will be added later).

1. 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.

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   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

   

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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.

1. Naive (give in the lag)
2. ARIMA
3. Holt Winter

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Example Code

import pandas as pd

flight_list

flight_pandas.head()

gold_list

gold_pandas.head()