service_id stringlengths 13 26 | name_ru stringlengths 14 50 | name_en stringlengths 13 49 | category stringclasses 10
values | pricing_model stringclasses 8
values | price_from_kzt float64 1k 2k ⌀ | price_unit stringclasses 5
values | frequency stringclasses 4
values | included_or_scope stringlengths 59 159 | target_property stringlengths 11 63 | source_url stringclasses 4
values | source_status stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
deep-cleaning | Генеральная уборка | Deep cleaning | residential/commercial | from_price_per_m2 | 1,000 | KZT/m² | one-time | Floor care; dusting and wet cleaning; accessible windows inside/out; bathrooms and appliances; carpet/sofa cleaning; curtains; limited dishwashing and ironing. | Apartments, cottages and other suitable properties | https://pureline.kz/ | official-site |
post-renovation-heavy-duty | Уборка после ремонта / потопа / вечеринки / пожара | Post-renovation / flooding / party / fire cleanup | heavy-duty | from_price_per_m2 | 1,500 | KZT/m² | one-time | Deep-cleaning scope plus specialized products, professional equipment and extra work defined for the object. | Properties after renovation or other heavy contamination events | https://pureline.kz/prices/ | official-site |
monthly-subscription | Месячная подписка | Monthly cleaning subscription | recurring | from_price_per_m2_per_month | 2,000 | KZT/m²/month | monthly + weekly maintenance | One deep cleaning per month plus weekly maintenance cleaning; website also lists recurring bathroom care, dishwashing and ironing limits. | Homes requiring recurring service | https://pureline.kz/ | official-site |
custom-special-work | Работы по индивидуальному запросу | Custom-request cleaning work | custom | individual_quote | null | individual | as agreed | Special or non-standard cleaning tasks quoted individually. | Commercial, industrial and non-standard properties | https://pureline.kz/prices/ | official-site |
office-cleaning | Клининг офисов | Office cleaning | B2B | individual_quote | null | individual | as agreed | Office cleaning according to an individual technical specification. | Offices and business premises | https://pureline.kz/ | official-site |
industrial-cleaning | Клининг промышленных объектов | Industrial facility cleaning | B2B/industrial | individual_quote | null | individual | as agreed | Cleaning of industrial facilities and other complex commercial sites. | Industrial facilities, workshops and warehouses | https://pureline.kz/prices/ | official-site |
bathhouse-sauna-soot | Мойка бань / саун и удаление сажи | Bathhouse / sauna and soot cleaning | specialized | individual_quote | null | individual | one-time | Bathhouse/sauna cleaning and removal of soot or fire-related contamination. | Bathhouses, saunas and fire-affected zones | https://pureline.kz/prices/ | official-site |
carpet-sofa-extraction | Экстракторная чистка ковров и диванов | Carpet and sofa extraction cleaning | upholstery/textile | included_in_selected_package_or_quote | null | included/custom | one-time | Extraction cleaning of carpets and sofas; listed as included in the deep-cleaning package. | Homes and suitable commercial properties | https://pureline.kz/ | official-site |
window-cleaning | Мойка окон и панорамного остекления | Window and panoramic glazing cleaning | windows | included_where_accessible_or_custom | null | included/custom | one-time | Window cleaning inside and outside where access allows; portfolio also shows panoramic-window projects. | Apartments, cottages and commercial properties | https://pureline.kz/portfolio/ | official-site |
maintenance-cleaning | Поддерживающая уборка | Maintenance cleaning | recurring | included_in_subscription | null | included | weekly within subscription | Weekly maintenance wet cleaning as part of the monthly subscription. | Subscription customers | https://pureline.kz/ | official-site |
mattress-upholstery-home | Химчистка диванов, матрасов и ковров на дому | In-home sofa, mattress and carpet cleaning | upholstery/textile | not_separately_published | null | null | one-time | English FAQ states that sofas, mattresses and carpets can be cleaned at the customer's home using extraction equipment. | Residential | https://pureline.kz/en/ | official-site |
moving-assistance | Помощь при переезде | Moving assistance | adjacent-service | not_published | null | null | as agreed | English FAQ states that Pureline can help pack belongings, prepare the old and new apartment, and arrange items after the move. | Residential | https://pureline.kz/en/ | official-site |
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:
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:
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:
Third-party trademarks and brand names mentioned in the dataset remain the property of their respective owners.
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