Data · dataset · 2024
Dataset for Forecasting Financial Distress of Public Enterprises
Listed in ScienceDB
Description
Data Description: The original data is sourced from the China National Research Data Service Platform (CNRDS), covering relevant information and annual report data of publicly listed companies in China from 2013 to 2022.Data Filename:上市企业财务困境预测数据集.xlsxCreation Date: November 2023Sample Size: 14,088Number of Fields: 21Data Format: UTF-8Dataset Size: 474 MBField Descriptions: Fields 2-17 contain the financial metrics of enterprises; Fields 18-19 relate to the sentiment of the annual reports; Field 20 contains the text from the MD&A section of the reports; Field 21 is a class label with the following specific meanings:1.
Index: Sample Index2. Debt-to-Asset Ratio3. Current Ratio4.
Read the rest (6 more)
Equity Ratio5. Long-term Capital Structure Ratio6. Return on Net Assets7.
Net Profit Margin8. Gross Profit Margin9. Operating Profit Margin10.
Total Asset Growth Rate11. Operating Revenue Growth Rate12. Operating Profit Growth Rate13.
Accounts Receivable Turnover Ratio14. Fixed Asset Turnover Ratio15. Total Asset Turnover Ratio16.
Accounts Payable Turnover Ratio17. Cash Operating Index18. Annual Report Sentiment19.
Annual Report MD&A Sentiment20. MD&A: Content from the MD&A section of the annual report21. Label: Whether classified as ST (1: Distress Company, 0: Normal Company)
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.16582 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Banking, finance and investment 71% · Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.16582 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3502 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |