企业风险数据集

本数据集旨在帮助企业识别和预测可能影响其价值链和企业稳定性的社会风险。通过使用该数据集，分析不同维度的经济指标，对社会、行业、企业进行风险评估打分，及时预警潜在的风险，为价值链推荐提供数据支撑。选择东方财富网作为数据采集的主要平台，该平台汇总了国家统计局和企业年报的数据，这些数据经过国家机构的验证，具有较高的可靠性和权威性。采用现代爬虫技术自动从网站抓取最新数据。所需要的指标较多，国家数据主要包括cpi、ppi、工业增加值；行业数据主要包括行业主要资金流、比例，不同行业单独成文件，企业数据涉及更广泛，主要包括主要资金流、资产负债信息、利润表、百分比报表和招标数据。数据量 50MB。This dataset is designed to help enterprises identify and predict social risks that may affect their value chains and corporate stability. By utilizing this dataset, users can analyze economic indicators across multiple dimensions, conduct risk assessment and scoring for societies, industries and enterprises, issue timely warnings for potential risks, and provide data support for value chain-related recommendations. Eastmoney.com was selected as the primary platform for data collection, as it aggregates data from the National Bureau of Statistics and annual corporate reports. All data on this platform has been verified by national authorities, ensuring high reliability and authority. Modern web scraping technology is employed to automatically crawl the latest data from the website. A diverse set of indicators are included: national-level data mainly covers CPI, PPI and industrial added value; industry-level data primarily includes major capital flows and proportional metrics of various sectors, with separate files dedicated to each individual industry; enterprise-level data has a broader scope, covering major capital flows, asset and liability information, income statements, percentage-based financial statements and bidding data. The total data volume is 50 MB.

搜集汇总

背景与挑战

背景概述

该数据集用于识别和预测企业可能面临的社会风险，通过分析国家、行业及企业层面的经济指标，进行风险评估和预警。数据来源于东方财富网，涵盖CPI、PPI、工业增加值、资金流、财务报表等多种指标，以csv和docx格式提供，总数据量为26.79MB。