vipul2001 / Time-Series-Prediction-ARIMA-and-PROPHET

Time-Series-Prediction-ARIMA-and-PROPHET

A time series is a sequence where a metric is recorded over regular time intervals.

Depending on the frequency, a time series can be of yearly (ex: annual budget), quarterly (ex: expenses), monthly (ex: air traffic), weekly (ex: sales qty), daily (ex: weather), hourly (ex: stocks price), minutes (ex: inbound calls in a call canter) and even seconds wise (ex: web traffic).

Furniture Sales Vs Date

Furniture data Decomposition

ARIMA Model Daignostics for Furniture Sales

Observed vs one step ahead Forecast plots

Forecast furniture sale using ARIMA

Sales Furniture vs Office Supplies

PROPHET Given Furniture Sales

PROPHET Given Office Sales

Furniture vs. Office Supplies Sales Trend

Furniture vs. Office Supplies Estimate