四川省高速公路新能源充电业务数据集

数据主要来源于公司新能源充电业务运营过程中自行采集的各类原始数据，通过充电桩嵌入式传感器、用户终端交互界面、业务系统数据库接口、运维工单系统等多渠道采集，包含通过蜀道畅充app等对客应用程序收集用户信息。拟上架的数据产品中涉及的原始用户数据已通过隐私政策获取授权，且已通过可信数据空间进行数据脱敏，不涉及包含个人信息的字段，可信数据空间采用分级存储策略，整合了高性能在线存储与高性价比离线存储，并通过加密存储与冗余机制保障数据持久性与安全性，实现了数据在可用、可信环境下的有序管理与应用。数据覆盖充电站日常运营全流程，包括但不限于用户通过APP/小程序发起的充电订单、充值消费行为 、站点基础信息等核心业务环节数据。目前数据字段有60个，数据条数约900万条，存储容量约7.5GB。The data is mainly sourced from various raw data independently collected during the operation of the company's new energy charging business, gathered through multiple channels including embedded sensors of charging piles, user terminal interaction interfaces, business system database interfaces, and operation work order systems. It also includes user information collected via customer-facing applications such as the Shudao Changchong APP. The original user data involved in the upcoming data products has obtained authorization through privacy policies, and has been desensitized via a trusted data space, with no fields containing personal information included. The trusted data space adopts a hierarchical storage strategy, integrates high-performance online storage and cost-effective offline storage, ensures data durability and security through encrypted storage and redundancy mechanisms, and realizes orderly management and application of data in an available and trusted environment. The data covers the entire daily operation process of charging stations, including but not limited to core business data such as charging orders initiated by users via APPs/mini-programs, recharge and consumption behaviors, and basic station information. Currently, there are 60 data fields, approximately 9 million data entries, and the total storage capacity is about 7.5 GB.

搜集汇总

背景与挑战

背景概述

该数据集整合了四川省高速公路新能源充电业务全链条数据，包含充电订单、消费记录及站点信息等60个字段约900万条记录，数据经脱敏加密处理，总容量7.5GB。数据来源包括充电桩传感器、用户终端及业务系统等多渠道采集。