河南省郑州市中牟县天然气用户用气分析数据

统计分析时间范围内燃气公司用户用气量、用气金额、当前阶梯单价，账户余额变更记录、期间充值金额、期间补气金额、期间退气金额、差值金额等。用于跟踪检测用户用气情况，可避免出现用气金额不平的现象,维护燃气用户合法权益。针对用气金额，燃气公司也可以清楚的了解用户习惯，有助于预测未来的用气需求，为天然气供应和运营提供依据。1.数据采集：采集抄表员针对用户上门进行抄表，通过设备上传用户表具读数。
2.数据处理：对采集到的数据进行清洗，排除抄表度数为0的或者为null的数据后按用户进行分类，作为最基本数据。
3.数据分析：对处理后的数据按用户进行分类，按算法公式进行统计，户名、户号、表号、客户地址、电话为业务系统实际用户信息，单价为用户年度累计用气量对应价格阶梯单价，用气量=本次抄表读数-上次抄表读数，用气金额=用气量*单价（用户当前所处阶梯价格）。期间充值金额为统计时间范围内，用户的充值记录金额总和。期间补气金额为统计范围内用户补气金额总和。期间退气金额为统计范围内用户退气金额总和，差额金额=上次账户余额-本次账户余额+充值量-用气金额+补气金额-扣气金额。

This dataset conducts statistical analysis on users' gas consumption, gas expenditure, current stepped tariff price, account balance change records, total recharge amount during the statistical period, total supplementary gas amount during the period, total gas refund amount during the period, and difference amount, etc., within a specified time range. It is used to track and detect users' gas usage status, prevent unbalanced gas expenditure issues, and safeguard the legitimate rights and interests of gas users. By analyzing gas expenditure, gas companies can clearly grasp users' usage habits, which assists in predicting future gas demand and providing a basis for natural gas supply and operation management.

1. Data Collection: Collect on-site meter readings from users via meter readers, and upload the collected meter readings through connected devices.

2. Data Processing: Clean the collected data, exclude records with meter readings equal to 0 or null, then classify the remaining data by user to form the basic dataset.

3. Data Analysis: Classify the processed data by user and perform statistics using predefined algorithmic formulas. The basic user information including username, user ID, meter number, customer address and contact phone number is sourced from the actual business system. The stepped tariff price corresponds to the price tier based on the user's cumulative annual gas consumption. The gas consumption is calculated as: Current Meter Reading - Previous Meter Reading. The gas expenditure is calculated as: Gas Consumption × Current Stepped Tariff Price applicable to the user. The total recharge amount during the statistical period refers to the sum of all recharge records of the user within the period. The total supplementary gas amount during the period refers to the sum of all supplementary gas transaction amounts of the user within the period. The total gas refund amount during the period refers to the sum of all gas refund transaction amounts of the user within the period. The difference amount is calculated as: Previous Account Balance - Current Account Balance + Recharge Amount - Gas Expenditure + Supplementary Gas Amount - Deducted Gas Amount.

搜集汇总

数据集介绍

特点

该数据集提供了河南省郑州市中牟县天然气用户的详细用气信息，包括用气量、用气金额和账户余额等，每日更新2000条数据，主要用于统计分析用户用气习惯和预测未来需求，支持燃气公司的运营决策。