Nodal district -wise sitting RajyaSabha MPs sanctioned funds in Punjab under MPLAD scheme from 1968 to 2022
This dataset contains financial records of government recoveries from loans and advances across different schemes and fiscal years.
Dataset Metrics
Data Format
Dataset Schema (3 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| Group | Categorical | No | High-level financial classification grouping recoveries of loans and advances. |
| Scheme | Categorical | No | Government scheme under which the loan recovery entry is categorized. |
| Sub Scheme Name | Sub Scheme Name" | No | Sub-category of the scheme identifying the specific program or entity associated with the recovery. |
License & Compliance
About This Dataset
The dataset provides structured fiscal information describing recoveries of loans and advances categorized by administrative group, scheme, sub-scheme, programme classification, and government accounting head codes. Each record corresponds to a financial classification and includes monetary values across fiscal years such as actuals, budget estimates, revised estimates, and projected budgets. The dataset enables analysis of how governments recover funds issued through loans or advances across different policy schemes and financial programs.
Data Quality
The dataset structure is consistent with categorical classification columns and numeric fiscal value columns. Financial columns are formatted as numeric values suitable for analysis. Some programme-related columns contain missing values where classification is not applicable, which is typical for hierarchical fiscal reporting datasets.
Use Cases
Public finance research, fiscal recovery analysis, government accountability reporting, macroeconomic policy analysis, and budget monitoring.
Limitations
The dataset does not include explicit documentation of financial units or definitions of schemes and accounting head codes. It also lacks geographic disaggregation and therefore cannot support regional fiscal analysis.
Methodology
The data appears to be compiled from official government budget and finance documents where recoveries of loans and advances are reported under accounting head classifications across financial years.
Geographic Coverage
Source Information
Governance & Review
Usage & Restrictions
License: Open Government Data License — This dataset is licensed for use by the purchasing entity. Refer to the specific license terms for permitted use.
Access Control: Download links are time-limited and single-use. All access is logged for audit purposes.