Supplier Operational Risk Scorecard
This dataset provides a comprehensive view of supplier operational risk and ESG performance, enabling procurement and supply chain teams to benchmark, monitor, and proactively manage supplier risk. It includes key metrics such as risk scores, ESG ratings, compliance certifications, incident history, and delivery performance, supporting robust risk analysis and supply chain resilience.
Sample rows
preview · 8 of 100 rows · all 21 columns| supplier_idstring | risk_categorystring | operational_risk_scorefloat | critical_supplierboolean | compliance_certificationsstring | supplier_namestring | registration_numberstring | industry_sectorstring | countrystring | address_streetstring | address_citystring | address_statestring | address_postal_codestring | contact_emailstring | contact_phonestring | esg_scorefloat | last_assessment_datedate | incident_count_past_yearinteger | on_time_delivery_ratefloat | financial_stability_scorefloat | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SUP-0001 | Low | 23.1 | false | ISO 9001,ISO 14001 | Alpha Industrial Ltd | REG123456 | Manufacturing | Germany | Hauptstrasse 12 | Munich | Bavaria | 80331 | info@ | +49-89-1234567 | 78.4 | 2023-11-18 | 0 | 97.8 | 88.7 | blank |
| SUP-0002 | Medium | 41.6 | false | ISO 14001 | GreenTech Solutions | GT-4759201 | Technology | Netherlands | Edisonweg 45 | Amsterdam | North Holland | 1014AB | contact@ | +31-20-9876543 | 84.2 | 2024-03-02 | 2 | 93.5 | 77.9 | Minor data security incidents resolved in Q3. |
| SUP-0003 | High | 78.3 | true | ISO 9001 | Pacific Logistics | PL-998244 | Logistics | Singapore | Orchard Rd 211 | Singapore | blank | 238849 | sales@ | +65-67381234 | 55.6 | 2024-01-15 | 4 | 88.2 | 62.4 | Delivery delays and customs compliance issues in Q1. |
| SUP-0004 | Low | 11.9 | false | ISO 9001,ISO 14001 | EcoMaterials Corp | EM-334205 | Raw Materials | Canada | Bay Street 77 | Toronto | Ontario | M5J2R8 | support@ | +1-416-5552323 | 91.5 | 2023-07-23 | 0 | 99.1 | 94.6 | blank |
| SUP-0005 | Medium | 52.8 | false | ISO 9001,ISO 27001 | BlueWave Electronics | BW-754321 | Electronics | South Korea | Gangnam-daero 130 | Seoul | blank | 06107 | info@ | +82-2-5456789 | 73.6 | 2024-04-04 | 1 | 96.1 | 80.3 | Product recall for batch #2437 in Q2. |
| SUP-0006 | High | 63.4 | true | ISO 14001 | Sunrise Chemicals | SC-691205 | Chemicals | India | MG Road 56 | Mumbai | Maharashtra | 400001 | chemicals@ | +91-22-33445566 | 67.2 | 2023-10-22 | 3 | 85.7 | 59.3 | Safety incidents in storage facility investigated. |
| SUP-0007 | Medium | 32.7 | false | blank | Vantage Textiles | VT-421789 | Textiles | Turkey | Ataturk Blvd 88 | Istanbul | blank | 34000 | hello@ | +90-212-5553322 | 70.1 | 2023-12-05 | 0 | 94.4 | 78.9 | blank |
| SUP-0008 | Low | 18.5 | false | ISO 22000 | Northern Foods | NF-888321 | Food & Beverage | United Kingdom | King Street 11 | Manchester | Greater Manchester | M2 6AW | orders@ | +44-161-4445555 | 87.9 | 2024-02-08 | 0 | 98.4 | 82.1 | blank |
| SUP-0009 | Critical | 84.2 | true | blank | Silverline Mining | SM-455602 | Mining | South Africa | Gold Reef Rd 20 | Johannesburg | Gauteng | 2001 | admin@ | +27-11-8765432 | 48.6 | 2023-06-29 | 7 | 79.3 | 45.2 | Environmental violations, regulatory investigations ongoing. |
| SUP-0010 | Medium | 39.2 | false | ISO 9001 | Metro Plastics | MP-656732 | Plastics | Mexico | Avenida Insurgentes 200 | Mexico City | CDMX | 06600 | metroplast@ | +52-55-12345671 | 65.9 | 2023-09-19 | 1 | 91.9 | 69.5 | Production downtime due to machinery malfunction. |
| SUP-0011 | Low | 26.8 | false | ISO 9001,ISO 13485 | Quantum Pharma | QP-112098 | Pharmaceuticals | United States | Broadway 350 | New York | NY | 10007 | service@ | +1-212-5556789 | 81.2 | 2024-04-12 | 0 | 98.9 | 89.7 | blank |
| SUP-0012 | High | 57.1 | true | ISO 9001 | Delta Steel | DS-902341 | Steel | Brazil | Rua das Industrias 101 | Sao Paulo | SP | 01000-000 | contact@ | +55-11-44432233 | 61.3 | 2023-08-25 | 2 | 86.8 | 52.8 | Worker safety incidents, corrective actions taken. |
| SUP-0013 | Medium | 46.3 | false | ISO 45001 | Urban Construction | UC-776543 | Construction | Australia | George St 250 | Sydney | NSW | 2000 | info@ | +61-2-98765432 | 74 | 2024-02-20 | 0 | 94.7 | 70.1 | blank |
| SUP-0014 | Medium | 35.5 | false | blank | AgroFresh Produce | AF-198640 | Agriculture | Spain | Calle Mayor 57 | Madrid | Madrid | 28013 | sales@ | +34-91-5554332 | 80 | 2024-03-17 | 0 | 95.2 | 73.8 | blank |
| SUP-0015 | High | 65.7 | true | ISO 14001,ISO 45001 | Prime Energy Co | PE-334982 | Energy | United States | Market St 100 | San Francisco | CA | 94103 | prime@ | +1-415-8765432 | 54.3 | 2023-11-02 | 2 | 89.9 | 58.7 | Grid outage reports, root cause under review. |
| SUP-0016 | Low | 28.4 | false | ISO 13485 | Medix Medical | MM-672154 | Medical Devices | France | Rue Lafayette 45 | Paris | Île-de-France | 75009 | medix@ | +33-1-23456789 | 86.7 | 2023-08-28 | 0 | 97.6 | 85.1 | blank |
| SUP-0017 | Medium | 37.8 | false | ISO 9001 | Orion Automotive | OA-445029 | Automotive | Japan | Shinjuku 3-22-1 | Tokyo | blank | 160-0022 | service@ | +81-3-87654321 | 79.1 | 2023-12-12 | 1 | 96.7 | 81.6 | Recall notice for airbag components. |
| SUP-0018 | Medium | 49.5 | false | ISO 9001,ISO 14001 | Eastern Paper Mills | EPM-390112 | Paper & Packaging | China | Renmin Rd 250 | Shanghai | blank | 200010 | contact@ | +86-21-55512345 | 64.8 | 2024-01-09 | 1 | 92.1 | 75.3 | Packaging defect reported by client. |
| SUP-0019 | Low | 15.6 | false | ISO 9001,ISO 45001 | Atlas Engineering | AE-781245 | Engineering | Sweden | Sveavägen 65 | Stockholm | blank | 11359 | atlas@ | +46-8-4442233 | 92 | 2024-03-27 | 0 | 99.3 | 90.8 | blank |
| SUP-0020 | Medium | 42.3 | false | blank | Frontier Plastics | FP-539201 | Plastics | Poland | ul. Warszawska 120 | Warsaw | Mazowieckie | 00-047 | office@ | +48-22-5556677 | 72.8 | 2023-09-04 | 0 | 95.4 | 77.2 | blank |
What the 100 rows show
from the 100-row sampleHigh (risk category) stands out: 25 of its 25 rows have critical_
- 30%critical_
supplier = true - 43.9median operational_
risk_ score - 27industry sectors
- 74.8median esg_
score - 92.5median on_
time_ delivery_ rate - 78.7median financial_
stability_ score
High (risk category)'s mean operational_
Median 43.9, from 11.9 to 84.2.
- string 14
- integer 1
- float 4
- date 1
- boolean 1
Columns
21 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 14 columns | |||
supplier_id | string | Unique identifier for each supplierunique | SUP-0001 |
supplier_name | string | Official name of the supplier organization | Alpha Industrial Ltd |
registration_number | string | Government or industry registration number for the supplieroptional | REG123456 |
industry_sector | string | Industry sector in which the supplier operates | Manufacturing |
country | string | Country where the supplier is headquartered | Germany |
address_street | string | Street address of the supplier's headquartersoptional | Hauptstrasse 12 |
address_city | string | City of the supplier's headquartersoptional | Munich |
address_state | string | State or province of the supplier's headquartersoptional | Bavaria |
address_postal_code | string | Postal code of the supplier's headquartersoptional | 80331 |
contact_email | string | Primary contact email for the supplieroptional | info@ |
contact_phone | string | Primary contact phone number for the supplieroptional | +49-89-1234567 |
risk_category | string | Categorical risk level assigned to the supplierLow · Medium · High · Critical | Low |
compliance_certifications | string | Comma-separated list of major compliance certifications held by the supplier (e.g., ISO 9001, ISO 14001)optional | ISO 9001,ISO 14001 |
notes | string | Additional notes or comments regarding the supplier's risk profileoptional | Minor data security incid… |
| Numbers 5 columns | |||
operational_risk_score | float | Aggregated operational risk score for the supplier (0-100, higher means higher risk)0 to 100 | 23.1 |
esg_score | float | Aggregated ESG (Environmental, Social, Governance) score for the supplier (0-100, higher means better ESG performance)0 to 100 | 78.4 |
incident_count_past_year | integer | Number of reported operational or compliance incidents in the past year0 or more | 0 |
on_time_delivery_rate | float | Percentage of orders delivered on time in the past year (0-100)0 to 100 · optional | 97.8 |
financial_stability_score | float | Score indicating financial health of the supplier (0-100, higher means more stable)0 to 100 · optional | 88.7 |
| Dates and times 1 column | |||
last_assessment_date | date | Date of the most recent risk assessment | 2023-11-18 |
| True or false 1 column | |||
critical_supplier | boolean | Indicates if this supplier is critical to the supply chain | false |
Use it for
A logistics dashboard
The critical_
supplier rate, operational_ risk_ score by risk_ category and a breakdown of compliance_ certifications. Excel, Power BI or Tableau. Why do 30 of 100 rows have critical_
supplier = true? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Suppliers100SUP-000123.1LowSUP-000378.3HighSUP-000663.4High
A software demo
Believable suppliers with supplier_
name, registration_ number and industry_ sector to fill a screen in front of a buyer.
blueprint · supplier-operational-risk-scorecard
Behind this dataset
Same schema. As many rows as you need.
These 100 rows came out of a blueprint — 21 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
- Each supplier is scored across risk domains: delivery reliability, financial stability, ESG compliance, and geopolitical risk.
- ESG compliance is rated based on a standardized checklist (e.g., labor practices, environmental policies).
- Risk ratings are updated quarterly or upon major events.
- Suppliers with scores below a set threshold are flagged for review.
- Includes industry and region for supplier contextualization.
1 credit per row. New accounts start with 25 free credits.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- supplier-operational-risk-scorecard