---
language:
- en
license: other
pretty_name: "Personal Query: Pet Supplies"
task_categories:
- text-generation
- text-retrieval
tags:
- personalized-search
- query-generation
- error-query
- synthetic-data
- amazon-reviews
configs:
- config_name: full
  data_files:
  - split: train
    path: data.jsonl
- config_name: paired
  data_files:
  - split: train
    path: paired_data.jsonl
---

# Personal Query: Pet Supplies

This dataset contains personalized product search queries for the `Pet_Supplies` category.

Each record is built from the Personal Query pipeline:

- Stage 6 generated correct personalized queries.
- Stage 7 injected user-specific error query variants when a matching error pattern was available.
- Stage 5 provided the user profile complexity level.

## Files

- `data.jsonl`: all correct Stage 6 queries. Rows without Stage 7 error query keep `error_query` as `null`.
- `paired_data.jsonl`: only rows where a correct query has a paired error query.
- `summary.json`: generation statistics for this category.

## Dataset Size

| Metric | Count |
|---|---:|
| Total rows in `data.jsonl` | 40814 |
| Rows in `paired_data.jsonl` | 2589 |
| Rows without noisy query | 38225 |

## Rows By Query Category

| query_category | rows |
|---|---:|
| `deep` | 20407 |
| `wide` | 20407 |

## Paired Rows By Query Category

| query_category | rows |
|---|---:|
| `deep` | 1954 |
| `wide` | 635 |

## Rows By Complexity

| query_category:level | rows |
|---|---:|
| `deep:0` | 4293 |
| `deep:1` | 9288 |
| `deep:2` | 4761 |
| `deep:3` | 2065 |
| `wide:0` | 9225 |
| `wide:1` | 8423 |
| `wide:2` | 2276 |
| `wide:3` | 483 |

## Schema

| Field | Type | Description |
|---|---|---|
| `category` | string | Product category. |
| `uuid` | string | User identifier. |
| `asin` | string | Amazon product identifier. |
| `query_category` | string | Query type: `wide` or `deep`. |
| `complexity_level` | integer | Complexity level of the generated Stage 6 query. |
| `profile_complexity_level` | integer | User profile complexity level from Stage 5. |
| `correct_query` | string | Correct query generated in Stage 6. |
| `correct_word_count` | integer | Word count of `correct_query`. |
| `attrs_used` | object | Product attributes used to generate the query. |
| `has_error_query` | boolean | Whether a Stage 7 error query is available. |
| `error_query` | string or null | Error query generated in Stage 7. |
| `injected_errors` | list | Injected error metadata for error query generation. |

## Loading

```python
from datasets import load_dataset

full = load_dataset("xxxxdszz/personal-query-pet-supplies", name="full", split="train")
paired = load_dataset("xxxxdszz/personal-query-pet-supplies", name="paired", split="train")
```

## Intended Use

This dataset is intended for research on personalized product search, query generation, error query robustness, and retrieval evaluation.

## Data Notes

The queries are synthetic outputs generated from user/product signals in the local Personal Query pipeline. The error queries are generated by injecting user-specific writing error patterns. Review license and redistribution requirements for any upstream source data before external reuse.