Free Business Datasets – Jolene.pro

Explore downloadable business datasets from Jolene.pro Workbook Studies. Each includes synthetic data in Excel and CSV, field definitions and practical analysis questions across finance, operations and industry-specific workflows.

Free to reuse under CC BY 4.0 with attribution to Jolene.pro. All records are fictional. These datasets are practice material, not customer data or industry benchmarks.

Browse datasets by industry

Banking

Banking Portfolio Performance

Compare August and September portfolio delinquency, then separate segment performance from changes in account mix.

3,602 records · 3 tables · Excel + CSV

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Insurance

Insurance Claims and Payments

Review the claims backlog and reconcile approved amounts with payments.

341 records · 3 tables · Excel + CSV

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B2B software and SaaS

SaaS Subscription Billing

Reconcile monthly subscription charges, collections and refunds across plans.

440 records · 3 tables · Excel + CSV

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IT services and managed services

IT Services and Response Times

Compare support demand and response performance against contract thresholds.

540 records · 3 tables · Excel + CSV

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Wholesale and distribution

Wholesale Invoice Collections

Build a September collection list from issued invoices and directly linked payments.

450 records · 3 tables · Excel + CSV

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Agencies and professional services

Agency Project Delivery Costs

Compare fixed project fees with recorded delivery hours and direct labor costs.

972 records · 3 tables · Excel + CSV

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Ecommerce and marketplaces

Ecommerce Orders and Settlements

Trace order gross, refunds and platform fees to settlement batches.

650 records · 3 tables · Excel + CSV

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Manufacturing

Manufacturing Production and Downtime

Compare run output, rejects and downtime across bottling lines.

366 records · 3 tables · Excel + CSV

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Freight forwarding and logistics

Freight Shipment Contribution

Join shipment costs and customer billing without multiplying invoice amounts by cost lines.

900 records · 3 tables · Excel + CSV

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Construction and engineering

Construction Bid Scope Comparison

Compare contractor quotes against an itemized scope and identify missing quantities.

246 records · 3 tables · Excel + CSV

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Retail chains

Retail Store Sales and Stock

Compare store sales across equivalent dates and inspect month-end category stock.

804 records · 3 tables · Excel + CSV

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Warehousing and fulfillment

Warehouse Fulfillment and Billing

Compare order accuracy, handling effort and customer storage billing.

480 records · 3 tables · Excel + CSV

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Transport and fleet services

Fleet Trips and Maintenance

Compare vehicle fuel intensity, trip revenue and maintenance spending.

600 records · 3 tables · Excel + CSV

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Real estate and property management

Commercial Property Rent Collections

Reconcile monthly contractual rent with tenant receipts and late payments.

252 records · 3 tables · Excel + CSV

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Hospitality and accommodation

Hotel Bookings and Channel Fees

Compare bookings, cancellations and channel charges with consistent service-date definitions.

968 records · 3 tables · Excel + CSV

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Restaurants and food service

Restaurant Purchasing and Waste

Compare food purchasing and recorded waste by outlet and ingredient category.

490 records · 3 tables · Excel + CSV

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Food and beverage production

Food and Beverage Batch Dispatch

Trace batch production, rejected units and dispatches to remaining stock.

252 records · 3 tables · Excel + CSV

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Healthcare administration

Clinic Appointment Capacity

Compare bookable session capacity with appointments and attendance.

1,433 records · 3 tables · Excel + CSV

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Pharmaceutical distribution

Pharmaceutical Lot Inventory

Reconcile lot receipts and dispatches, then identify recorded expiry exposure.

315 records · 3 tables · Excel + CSV

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Education and training

Training Enrollment and Fee Collection

Compare course-session capacity, attendance and fee collection.

475 records · 3 tables · Excel + CSV

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Staffing and recruitment

Staffing Timesheets and Billing

Review approved hours, billing completion and direct contractor margin.

678 records · 3 tables · Excel + CSV

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Telecommunications

Telecom Billing Adjustments

Reconcile service charges, credits and collections across product types.

390 records · 3 tables · Excel + CSV

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Energy and utilities

Utility Meter-to-Bill Reconciliation

Compare cumulative meter-reading differences with invoiced energy units.

240 records · 3 tables · Excel + CSV

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Renewable energy projects

Solar Generation and Maintenance

Compare generation normalized for capacity and inspect maintenance costs.

1,164 records · 3 tables · Excel + CSV

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Agriculture and agribusiness

Agricultural Procurement and Payments

Compare purchased crop quantities, grades, prices and supplier payments.

560 records · 3 tables · Excel + CSV

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Mining and materials

Materials Haulage and Delays

Compare haulage costs per tonne and tonne-kilometer across sites.

648 records · 3 tables · Excel + CSV

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Oil and gas services

Field Equipment Rental Billing

Check rental day counts, recorded utilization and invoice value.

270 records · 3 tables · Excel + CSV

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Nonprofits and associations

Restricted Grant Spending

Allocate program expenses to grants and compare spending with awards.

492 records · 3 tables · Excel + CSV

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Public administration

Public Procurement Commitments

Compare purchase-order commitments with vendor invoices and approval queues.

320 records · 3 tables · Excel + CSV

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Media and advertising

Campaign Spending and Lead Conversion

Compare spend, qualified leads and wins using matched campaign and date populations.

984 records · 3 tables · Excel + CSV

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Repair and field services

Repair Work Orders and Direct Costs

Reconcile work-order billing with labor and parts costs, while separating unfinished work.

1,080 records · 3 tables · Excel + CSV

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