Time Series Analysis & Forecasting

Analyze temporal data patterns and build accurate forecasting models.

Quick Start

Data Preparation

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

# Load time series data
df = pd.read_csv('sales.csv', parse_dates=['date'], index_col='date')

# Ensure proper datetime index
df.index = pd.DatetimeIndex(df.index, freq='D')