Government Procurement Workflow Efficiency Data
This dataset offers detailed logs of government procurement workflow steps, including timestamps, bottleneck detection, SLA adherence, and resource allocation across public sector organizations. It enables efficiency leaders to analyze delays, optimize processes, and benchmark procurement cycles for digital transformation and operational improvement.
Sample rows
preview · 8 of 85 rows · all 20 columns| log_idstring | step_statusstring | step_duration_minutesfloat | sla_metboolean | workflow_step_idstring | organization_idstring | organization_namestring | procurement_idstring | workflow_step_namestring | step_start_datetimedatetime | step_end_datetimedatetime | responsible_rolestring | service_level_agreement_minutesinteger | bottleneck_detectedboolean | bottleneck_reasonstring | resource_allocationinteger | commentsstring | benchmark_cycle_daysfloat | created_atdatetime | updated_atdatetime |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LOG-0001 | completed | 29.6 | true | STEP-01 | ORG-101 | Ministry of Health | PROC-2024-0001 | Requisition Initiation | 2024-04-03T09:05:32 | 2024-04-03T09:35:10 | Procurement Officer | 45 | false | blank | 2 | Initiation processed smoothly. | 12.5 | 2024-04-03T09:36:00 | 2024-04-03T09:36:00 |
| LOG-0002 | completed | 81.8 | true | STEP-02 | ORG-101 | Ministry of Health | PROC-2024-0001 | Specification Draft | 2024-04-03T10:10:15 | 2024-04-03T11:32:00 | Technical Lead | 90 | false | blank | 3 | Technical details reviewed. | 12.5 | 2024-04-03T11:35:41 | 2024-04-03T11:35:41 |
| LOG-0003 | delayed | 105.4 | false | STEP-03 | ORG-101 | Ministry of Health | PROC-2024-0001 | Budget Approval | 2024-04-03T13:00:00 | 2024-04-03T14:45:22 | Finance Manager | 100 | true | Finance review backlog | 1 | Budget review delayed due to backlog. | 12.5 | 2024-04-03T14:46:00 | 2024-04-03T14:46:00 |
| LOG-0004 | completed | 40 | true | STEP-04 | ORG-101 | Ministry of Health | PROC-2024-0001 | Tender Publication | 2024-04-04T09:00:00 | 2024-04-04T09:40:00 | Procurement Officer | 60 | false | blank | 2 | blank | 12.5 | 2024-04-04T09:41:00 | 2024-04-04T09:41:00 |
| LOG-0005 | completed | 92.2 | true | STEP-05 | ORG-101 | Ministry of Health | PROC-2024-0001 | Vendor Selection | 2024-04-05T10:30:00 | 2024-04-05T12:02:10 | Evaluation Committee | 120 | false | blank | 5 | Multiple vendors evaluated. | 12.5 | 2024-04-05T12:04:00 | 2024-04-05T12:04:00 |
| LOG-0006 | delayed | 100 | false | STEP-06 | ORG-101 | Ministry of Health | PROC-2024-0001 | Contract Drafting | 2024-04-05T14:00:00 | 2024-04-05T15:40:00 | Legal Counsel | 90 | true | Legal review required | 1 | Delay due to legal review. | 12.5 | 2024-04-05T15:41:00 | 2024-04-05T15:41:00 |
| LOG-0007 | completed | 20 | true | STEP-07 | ORG-101 | Ministry of Health | PROC-2024-0001 | Contract Approval | 2024-04-06T10:00:00 | 2024-04-06T10:20:00 | Director | 30 | false | blank | 1 | Contract signed. | 12.5 | 2024-04-06T10:21:00 | 2024-04-06T10:21:00 |
| LOG-0008 | completed | 18 | true | STEP-08 | ORG-101 | Ministry of Health | PROC-2024-0001 | Purchase Order Issuance | 2024-04-06T11:00:00 | 2024-04-06T11:18:00 | Procurement Officer | 20 | false | blank | 2 | blank | 12.5 | 2024-04-06T11:19:00 | 2024-04-06T11:19:00 |
| LOG-0009 | completed | 5 | true | STEP-09 | ORG-101 | Ministry of Health | PROC-2024-0001 | Goods Receipt | 2024-04-08T09:30:00 | 2024-04-08T09:35:00 | Warehouse Supervisor | 15 | false | blank | 2 | Goods received as scheduled. | 12.5 | 2024-04-08T09:36:00 | 2024-04-08T09:36:00 |
| LOG-0010 | completed | 40 | true | STEP-01 | ORG-102 | Department of Transport | PROC-2024-0002 | Requisition Initiation | 2024-05-01T08:15:00 | 2024-05-01T08:55:00 | Procurement Officer | 45 | false | blank | 1 | Initiation completed. | 15.2 | 2024-05-01T08:56:00 | 2024-05-01T08:56:00 |
| LOG-0011 | completed | 70 | true | STEP-02 | ORG-102 | Department of Transport | PROC-2024-0002 | Specification Draft | 2024-05-01T09:30:00 | 2024-05-01T10:40:00 | Technical Lead | 80 | false | blank | 3 | blank | 15.2 | 2024-05-01T10:41:00 | 2024-05-01T10:41:00 |
| LOG-0012 | delayed | 105 | false | STEP-03 | ORG-102 | Department of Transport | PROC-2024-0002 | Budget Approval | 2024-05-01T11:30:00 | 2024-05-01T13:15:00 | Finance Manager | 100 | true | Delayed finance sign-off | 2 | Finance sign-off exceeded SLA. | 15.2 | 2024-05-01T13:16:00 | 2024-05-01T13:16:00 |
| LOG-0013 | completed | 35 | true | STEP-04 | ORG-102 | Department of Transport | PROC-2024-0002 | Tender Publication | 2024-05-02T09:00:00 | 2024-05-02T09:35:00 | Procurement Officer | 60 | false | blank | 2 | blank | 15.2 | 2024-05-02T09:36:00 | 2024-05-02T09:36:00 |
| LOG-0014 | completed | 120 | true | STEP-05 | ORG-102 | Department of Transport | PROC-2024-0002 | Vendor Selection | 2024-05-02T10:00:00 | 2024-05-02T12:00:00 | Evaluation Committee | 120 | false | blank | 4 | blank | 15.2 | 2024-05-02T12:01:00 | 2024-05-02T12:01:00 |
| LOG-0015 | completed | 95 | true | STEP-06 | ORG-102 | Department of Transport | PROC-2024-0002 | Contract Drafting | 2024-05-02T13:30:00 | 2024-05-02T15:05:00 | Legal Counsel | 95 | false | blank | 1 | Drafting completed ahead of SLA. | 15.2 | 2024-05-02T15:06:00 | 2024-05-02T15:06:00 |
| LOG-0016 | completed | 25 | true | STEP-07 | ORG-102 | Department of Transport | PROC-2024-0002 | Contract Approval | 2024-05-03T09:00:00 | 2024-05-03T09:25:00 | Director | 30 | false | blank | 1 | blank | 15.2 | 2024-05-03T09:26:00 | 2024-05-03T09:26:00 |
| LOG-0017 | completed | 23 | true | STEP-08 | ORG-102 | Department of Transport | PROC-2024-0002 | Purchase Order Issuance | 2024-05-03T10:00:00 | 2024-05-03T10:23:00 | Procurement Officer | 25 | false | blank | 2 | blank | 15.2 | 2024-05-03T10:24:00 | 2024-05-03T10:24:00 |
| LOG-0018 | completed | 9 | true | STEP-09 | ORG-102 | Department of Transport | PROC-2024-0002 | Goods Receipt | 2024-05-04T08:20:00 | 2024-05-04T08:29:00 | Warehouse Supervisor | 15 | false | blank | 2 | Timely receipt. | 15.2 | 2024-05-04T08:30:00 | 2024-05-04T08:30:00 |
| LOG-0019 | completed | 35 | true | STEP-01 | ORG-103 | Department of Education | PROC-2024-0031 | Requisition Initiation | 2024-03-12T10:10:00 | 2024-03-12T10:45:00 | Procurement Officer | 40 | false | blank | 2 | blank | 9.8 | 2024-03-12T10:46:00 | 2024-03-12T10:46:00 |
| LOG-0020 | completed | 70 | true | STEP-02 | ORG-103 | Department of Education | PROC-2024-0031 | Specification Draft | 2024-03-12T11:00:00 | 2024-03-12T12:10:00 | Technical Lead | 80 | false | blank | 3 | Draft completed. | 9.8 | 2024-03-12T12:12:00 | 2024-03-12T12:12:00 |
What the 85 rows show
from the 85-row sampleCompleted (step status) stands out: mean step_
- 79%sla_
met = true - 70.0median step_
duration_ minutes - 13workflow step names
- 13responsible roles
- 16organizations
- 16organization names
Median 70.0, from 5.0 to 160.0.
- string 10
- integer 2
- float 2
- datetime 4
- boolean 2
Columns
20 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 10 columns | |||
log_id | string | Unique identifier for each workflow log entryunique | LOG-0001 |
organization_id | string | Unique identifier for the public sector organization | ORG-101 |
organization_name | string | Name of the public sector organization | Ministry of Health |
procurement_id | string | Unique identifier for the procurement process instance | PROC-2024-0001 |
workflow_step_id | string | Unique identifier for the workflow step within the procurement process | STEP-01 |
workflow_step_name | string | Descriptive name of the workflow step (e.g., 'Vendor Selection', 'Contract Approval') | Requisition Initiation |
responsible_role | string | Role responsible for the workflow step (e.g., 'Procurement Officer', 'Finance Manager')optional | Procurement Officer |
bottleneck_reason | string | Short description of the reason for bottleneck (if detected)optional | Finance review backlog |
step_status | string | Current status of the workflow steppending · in_progress · completed · delayed · cancelled | completed |
comments | string | Additional comments or notes relevant to the workflow stepoptional | Contract signed. |
| Numbers 4 columns | |||
step_duration_minutes | float | Duration of the workflow step in minutes0 or more · optional | 29.6 |
service_level_agreement_minutes | integer | Target SLA duration for the workflow step in minutes1 or more · optional | 45 |
resource_allocation | integer | Number of personnel or resources allocated to this workflow step0 or more · optional | 2 |
benchmark_cycle_days | float | Benchmark duration in days for the entire procurement cycle (for comparison)0 or more · optional | 12.5 |
| Dates and times 4 columns | |||
step_start_datetime | datetime | Timestamp when the workflow step started | 2024-04-03T09:05:32 |
step_end_datetime | datetime | Timestamp when the workflow step endedoptional | 2024-04-03T09:35:10 |
created_at | datetime | Timestamp when the log entry was created | 2024-04-03T09:36:00 |
updated_at | datetime | Timestamp when the log entry was last updatedoptional | 2024-04-03T09:36:00 |
| True or false 2 columns | |||
sla_met | boolean | Indicates whether the workflow step met the SLA targetoptional | true |
bottleneck_detected | boolean | Indicates if this step was identified as a bottleneck in the workflowoptional | false |
Use it for
A government dashboard
The sla_
met rate, step_ duration_ minutes by step_ status and a breakdown of workflow_ step_ id. Excel, Power BI or Tableau. Why do the 67 completed rows have a mean step_
duration_ minutes of 55.1? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Logs85LOG-000129.6completedLOG-000281.8completedLOG-0003105.4delayed
A software demo
Believable logs with organization_
id, organization_ name and procurement_ id to fill a screen in front of a buyer.
This dataset85 rows20 columns
Yours1,000 rows20 columns
blueprint · government-procurement-workflow-efficiency-data
Behind this dataset
Same schema. As many rows as you need.
These 85 rows came out of a blueprint — 20 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.
Rules it was built with
- Each record represents a unique procurement request
- Include timestamps for each workflow stage
- Categorize requests by department and urgency
- Highlight requests breaching SLA thresholds
- Flag entries with automation usage indicators
Open the blueprint in Data Factory
1 credit per row. Preview 20 rows free. Buy rows for the full run.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- government-procurement-workflow-efficiency-data