客商偿债能力评估数据

客商偿债能力评估数据即客商的财务偿债能力，是衡量客商偿还短期和长期债务能力的关键指标。本数据的应用场景有以下三方面： 1.客商通过深入分析偿债指标的排名和评分数据，能有效识别和评估其潜在的财务风险，为其财务策略和目标的制定、债务管理的调整优化提供决策支持。 2.市场投资机构通过比较和分析客商的偿债能力水平，有助于判断客商的财务稳健性，为其投资决策提供支持。 3.银行或其他金融机构通过分析客商各偿债指标的排名和评分数据，为其对客商的风险评估与管理、信用评级、信贷决策以及资产配置优化提供决策支持。 1．数据获取：从启信宝平台授权获得客商经营数据包括统计年度、客商ID、负债总额、资产总额、流动资产、流动负债、速动资产、净利润、所得税、利息费用、经营净现金流、客商总数等并清洗； 2.计算资产负债率=负债总额/资产总额×100%； 3.计算流动比率=流动资产/流动负债×100%； 4.计算速动比率=速动资产/流动负债×100%； 5.计算利息保障倍数=（净利润+所得税+利息费用）/利息费用； 6.计算现金流动负债比率=经营净现金流/流动负债×100%； 7.对客商的资产负债率评分、流动比率评分、速动比率评分、利息保障倍数评分、现金流动负债比率评分按从高到低降序进行排名，并计算出其百分比排名（百分比排名=当前排名/客商总数*100%）。 8.按以下规则对百分比排名进行评分转化：前20%（含）：5分；前20%-40%（含）：4分；前40%-60%（含）：3分；前60%-80%（含）：2分；前80%-100%（含）：1分。 9.建立偿债能力评分模型：偿债能力评分=（资产负债率评分+流动比率评分+速动比率评分+利息保障倍数评分+现金流动负债比率评分）/5。Debt-servicing capability assessment dataset refers to the financial debt-servicing capacity of enterprises, which is a key indicator for measuring their ability to repay short-term and long-term debts. The applicable scenarios of this dataset are as follows: 1. Enterprises can conduct in-depth analysis of the ranking and scoring data of debt-servicing indicators to effectively identify and assess their potential financial risks, providing decision support for formulating financial strategies and goals, and adjusting and optimizing debt management. 2. Market investment institutions can compare and analyze the debt-servicing capability levels of enterprises, which helps judge their financial soundness and provides support for their investment decisions. 3. Banks or other financial institutions can analyze the ranking and scoring data of various debt-servicing indicators of enterprises, providing decision support for their risk assessment and management, credit rating, credit decision-making, and asset allocation optimization. 1. Data Acquisition: Authorized enterprise operation data was obtained from Qixinbao platform, including statistical year, enterprise ID, total liabilities, total assets, current assets, current liabilities, quick assets, net profit, income tax, interest expense, net operating cash flow, total number of enterprises, etc., followed by data cleaning. 2. Calculate the asset-liability ratio = total liabilities / total assets × 100%. 3. Calculate the current ratio = current assets / current liabilities × 100%. 4. Calculate the quick ratio = quick assets / current liabilities × 100%. 5. Calculate the interest coverage ratio = (net profit + income tax + interest expense) / interest expense. 6. Calculate the operating cash flow to current liabilities ratio = net operating cash flow / current liabilities × 100%. 7. Rank the scores of enterprises' asset-liability ratio, current ratio, quick ratio, interest coverage ratio and operating cash flow to current liabilities ratio in descending order, and calculate their percentage ranking (percentage ranking = current ranking / total number of enterprises × 100%). 8. Convert percentage rankings into scores according to the following rules: Top 20% (inclusive): 5 points; 20% to 40% (inclusive): 4 points; 40% to 60% (inclusive): 3 points; 60% to 80% (inclusive): 2 points; 80% to 100% (inclusive): 1 point. 9. Establish a debt-servicing capability scoring model: Debt-servicing capability score = (asset-liability ratio score + current ratio score + quick ratio score + interest coverage ratio score + operating cash flow to current liabilities ratio score) / 5.

搜集汇总

数据集介绍

特点

该数据集包含2275条客商偿债能力评估数据，涵盖资产负债率、流动比率等关键财务指标，适用于财务风险评估、投资决策和信贷支持等场景，每年更新一次。