PP塑料原料下月交易价格预测数据

以PP塑料原料交易历史数据为基础，预测PP塑料下月交易价格，为企业提供了极其精准的成本预测和采购规划工具。通过高效整合包括产品交易类别、销量（涵盖从日至年的各个时间段）、销售额和销售地区等多维数据，实现数据的全面融通和深度挖掘，预测PP塑料下月交易价格，为本月的材料生产商、材料进货商提供生产和销售规划。本计算公式中是针对PP塑料原料进行的，其中：日期=本条数据的生成日期（数据以日为单位，每日生成一条新的数据），市场平均价= 采集的指定日期市场平均价（指定日期即本条数据的日期），当月交易平均价=当月签订合约的单价总和/当月签订的合约数，当月交易总量=当月签订的所有PP塑料合约中合约总量，当月交易总金额=当月签订的所有PP塑料合约中合约总金额，当月交易加权平均价=当月交易总金额/当月交易总量，预测价格=市场平均价*0.55+当月交易平均价*0.25+当月交易加权平均价*0.2。

This dataset is built on the historical transaction data of PP plastic raw materials, aiming to forecast the next month's transaction price of PP plastics, and offers enterprises an extremely accurate tool for cost forecasting and procurement planning. By efficiently integrating multi-dimensional data including product transaction categories, sales volume (covering all time periods from daily to annual), sales revenue and sales regions, it achieves comprehensive data integration and in-depth data mining, supports the forecasting of PP plastic's next-month transaction price, and provides production and sales planning references for material manufacturers and purchasers in the current month. This calculation formula is specifically designed for PP plastic raw materials, with the following definitions:
- Date: The generation date of this data entry, with one new data record generated each day as the dataset is updated on a daily basis
- Market Average Price: The market average price collected on the specified date, which is exactly the date of this data entry
- Monthly Average Transaction Price: Total unit price of all signed contracts in the current month divided by the number of signed contracts in the current month
- Monthly Total Transaction Volume: Total volume of all PP plastic contracts signed in the current month
- Monthly Total Transaction Value: Total monetary value of all PP plastic contracts signed in the current month
- Monthly Weighted Average Transaction Price: Total monthly transaction value divided by total monthly transaction volume
- Forecasted Price: Market Average Price * 0.55 + Monthly Average Transaction Price * 0.25 + Monthly Weighted Average Transaction Price * 0.2

搜集汇总

背景与挑战

背景概述

该数据集包含1089条PP塑料原料交易记录，每月更新，用于预测下月交易价格，支持企业成本预测和采购规划；数据结构涵盖日期、市场价、交易量和预测价格等关键字段，通过加权平均算法实现精准预测。