Transaction Volume Forecasting using iyzico's Dataset
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.
Dataset 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==3.3.5matplotlib==3.7.1numpy==1.24.3pandas==1.5.1seaborn==0.12.1