---
annotations_creators: []
language:
  - en
  - de
language_creators: []
license: []
multilinguality:
- multilingual
pretty_name: 'adaption-Bankin ang Digital Payments'
size_categories:
- 1K<n<10K
source_datasets:
- 'original'
tags:
  - adaption
  - instruction-tuning
  - personal-finance
  - legal
  - technology
task_categories: []
task_ids: []
---

![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/d1e469ec-2506-4f4b-872e-c3e1e9679c68.png)

This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.

# adaption-Bankin ang Digital Payments

This dataset contains question-answer pairs focused on Indian personal finance, digital payment security, and banking regulations. The content covers UPI usage, fraud prevention, RBI guidelines, and alternative payment methods for diverse user groups including seniors and feature phone users. Each entry provides actionable advice grounded in official mandates from entities like NPCI and UIDAI. Made by team 10_minutes as a part of our solution focusing on financial inclusion in India for HackIndia hackathon with the help of adaptive dataset creation using Adaption.

### Dataset size

There are 2,631 data points in this dataset. This is an instruction tuning dataset.

### Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 30.0%.

### Domain
- Personal-finance (70%)
- Legal (24%)
- Technology (4%)

### Language
- English (98%)
- German (2%)

### Tone
- Helpful (48%)
- Cautious (16%)
- Practical (14%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0a909a69-db3e-499a-a5d6-a027005bdcef.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Grade Improvement:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/ca7034d2-a835-4362-a926-c8647a95d42a.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Percentile Chart:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/1646e21d-afaa-43b8-a41d-9c3b6a20f466.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />