DAT Ratecast Forecast Data

DAT's Ratecast data is a dataset built from DAT's industry-leading RateView index. These forecasts are designed to give insight into the cost of moving freight within the continental United States and Canada. Consumers can see directional pricing based on seasonality and supply-and-demand before they happen.

Features of this dataset:
- Over 65,000 market-to-market lane pairs to select
- Three trailer type categories (Dry Van, Refrigerated, and Flatbed)
- Five distinct forecast use cases
- Daily calculations with forecasts available up to 52-weeks out
- Forecasting rates for the DAT RateView index
- Historical forecasts back to June 2020

Fields Include:
- Type of Trailer
- Rate Type
- Days Averaged
- Lane Origin
- Lane Destination
- Foretasted Cost per mile
- Upper Median Absolute Error (Forecast + MAE)
- Lower Median Absolute Error (Forecast - MAE)
- Length of Haul Group
- Forecast Date
- 70th Percentile Prediction Interval
- 85th Percentile Prediction Interval

搜集汇总

背景与挑战

背景概述

该数据集基于DAT RateView指数，提供美国和加拿大境内的货运成本预测，帮助用户洞察季节性及供需因素对价格的影响。它覆盖超过6.5万条市场路线、三种拖车类型和五种预测用例，包含每日计算的长达52周的预测数据，且历史预测可追溯至2020年6月。