Time Series

• Transaction Volume Forecasting (iyzico)

Transaction Volume Forecasting using iyzico's Dataset

GitHub Repository:

Business Problem
Iyzico is a financial technology company that facilitates the online shopping experience for both buyers and sellers. It provides payment infrastructure for e-commerce companies, marketplaces, and individual users. A forecast is expected to be made for the total transaction volume on a 'merchant_id' and day basis for the last 3 months of the year 2020.

Data Set Story
The data includes information from 7 member businesses in 7 categories from 2018 to 2021.

5 Variables, 7667 Observations, 612 KB

Variables

• transaction_date: Date of sales data
• merchant_id:IDs of member businesses (Unique number for each member business)
• Total_Transaction:Number of transactions
• Total_Paid:Payment amount

Requirements

• lightgbm==3.3.5
• matplotlib==3.7.1
• numpy==1.24.3
• pandas==1.5.1
• seaborn==0.12.1