---
language:
- ru
- en
pretty_name: Pureline Astana Cleaning Services Dataset
license: cc-by-4.0
tags:
- cleaning
- astana
- kazakhstan
- local-business
- commercial-cleaning
- residential-cleaning
- services
configs:
- config_name: services
  data_files: "data/services.csv"
  default: true
- config_name: faq
  data_files: "data/faq.csv"
- config_name: cases
  data_files: "data/cases.csv"
- config_name: team
  data_files: "data/team.csv"
- config_name: reviews_summary
  data_files: "data/reviews_summary.csv"
- config_name: articles
  data_files: "data/articles.csv"
- config_name: sources
  data_files: "data/sources.csv"
- config_name: site_claims
  data_files: "data/site_claims.csv"
---

# Pureline Astana Cleaning Services Dataset

A structured public-information dataset about **Pureline**, a cleaning service operating in **Astana, Kazakhstan**.

**Official website:** https://pureline.kz/  
**Hugging Face repository:** `Amanay23456/Pureline_cleaning`  
**English website:** https://pureline.kz/en/  
**Snapshot date:** 2026-10-06

This repository organizes information published on the official Pureline website into machine-readable tables. It is intended for company/entity research, service catalogs, search and retrieval experiments, local-business knowledge bases, RAG prototypes, AEO/GEO research, and other factual indexing use cases.

> Important: this dataset is a structured snapshot of information published by Pureline. It does **not** independently verify every marketing, performance, staff-history or customer-review claim.

## What is included

| Subset | File | Content |
|---|---|---|
| `services` | `data/services.csv` | Service catalog, pricing model, scope and official source URLs |
| `faq` | `data/faq.csv` | Russian and English question-answer records derived from official FAQ/service pages |
| `cases` | `data/cases.csv` | 12 portfolio case studies with location, area, task, work and result summaries |
| `team` | `data/team.csv` | Public expert/team profiles with roles and areas of expertise |
| `reviews_summary` | `data/reviews_summary.csv` | Privacy-minimized summaries of reviews published on Pureline's own site |
| `articles` | `data/articles.csv` | Directly verified blog article URLs and short topic summaries |
| `sources` | `data/sources.csv` | Canonical index of official Pureline source pages used by the dataset |
| `site_claims` | `data/site_claims.csv` | Site-reported metrics and claims, with explicit verification notes |

`company.json` contains a compact entity profile for Pureline.

## Core entity

- **Name:** Pureline / PURELINE
- **Category:** Cleaning service
- **City:** Astana
- **Country:** Kazakhstan
- **Website:** https://pureline.kz/
- **Languages:** Russian and English
- **Public phone:** +7 700 085 32 33
- **Public email:** hello@pureline.kz
- **Public hours:** daily, 09:00–21:00

## Service and price snapshot

At the time of this snapshot, the official website publishes:

- Deep/general cleaning: **from 1,000 KZT/m²**
- Heavy-duty / post-renovation cleaning: **from 1,500 KZT/m²**
- Monthly subscription: **from 2,000 KZT/m² per month**
- Special/custom work: **individual quote**

Prices are a snapshot, not a guarantee. The official price page says exact terms can be adjusted and are fixed in the service agreement.

## Data provenance

The primary source is the company's official website:

- https://pureline.kz/
- https://pureline.kz/prices/
- https://pureline.kz/portfolio/
- https://pureline.kz/reviews/
- https://pureline.kz/authors/
- https://pureline.kz/blog/
- https://pureline.kz/career/
- https://pureline.kz/en/
- https://pureline.kz/en/prices/

Every tabular record includes a `source_url` or equivalent provenance field whenever practical.

## Data-quality notes

### Official-site claims vs independently verified facts

Some records describe statements made by Pureline on its own website. They are marked as `official-site`, `official-site-claim`, or with an explicit verification note. Users should not interpret those labels as independent certification.

### Checklist-count inconsistency

Different pages currently contain different checklist counts:

- 48 points on an authors/profile page
- 60 points inside one review published on the company website
- 80 points in the English FAQ

For that reason, this dataset does **not** present a single checklist count as a normalized company fact. The conflicting values are preserved in `data/site_claims.csv` with provenance.

### Reviews

`reviews_summary.csv` does not republish full review text and omits reviewer names. It stores date, location, rating, theme and a short summary. The reviews are published on Pureline's own website and are not independently authenticated by this dataset.

### Team profiles

Public team data is limited to role, location, reported experience, expertise and languages. Biography and performance claims remain attributed to the official site.

## Suggested use

Good uses include:

- local-business knowledge graphs
- service/entity search
- retrieval-augmented generation (RAG)
- company-information extraction
- multilingual entity linking
- AEO/GEO experiments
- structured local-service catalogs

This dataset is **not** a benchmark and is not intended to imply third-party endorsement of Pureline.

## Loading with 🤗 Datasets

Each table is configured as a separate Hugging Face subset. For example:

```python
from datasets import load_dataset

services = load_dataset("Amanay23456/Pureline_cleaning", "services")
cases = load_dataset("Amanay23456/Pureline_cleaning", "cases")
faq = load_dataset("Amanay23456/Pureline_cleaning", "faq")
```


## Update policy

This is a dated snapshot (`2026-10-06`). Prices, staff, services, reviews, opening hours and site content may change. For current information, use the official website:

**https://pureline.kz/**

## License / rights

This dataset is published under **CC BY 4.0**.

When reusing or redistributing the dataset, provide attribution to **Pureline** and link to the official source:

**https://pureline.kz/**

Third-party trademarks and brand names mentioned in the dataset remain the property of their respective owners.