Data scraping, cleaning, and modeling tasks

When data calls, we answer.

Clearforge Data helps businesses and teams turn complex data into trusted insights, dependable datasets, and practical solutions.

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You will hear back within 48 hours with next steps.

Who we help

Built for teams that need a sharper path forward.

Founders Operations teams Researchers Analysts

Our clients come to us for challenges ranging from hard-to-access data sources and overextended spreadsheets to model ideas that need a clear, usable path forward.

Services

Three focused ways to get your data moving.

Web Scraping & Collection

Custom crawlers, API pulls, page extraction, and structured exports for websites, directories, marketplaces, and public datasets.

Data Cleaning & Normalization

Deduplication, fuzzy matching, schema design, validation rules, field extraction, entity resolution, and tidy datasets ready for analysis or operations.

Modeling & Machine Learning Tasks

Classification, forecasting, scoring, clustering, text analysis, model evaluation, and practical modeling systems with clear assumptions and measurable performance.

Project matcher

Find the right starting track.

Scrape Requests

Turn a website into a usable dataset

Extract listings, tables, profiles, search results, or public records into a clean CSV, Excel file, JSON export, or database-ready format.

Clean Datasets

Fix messy files before analysis

Clean spreadsheets, merge files, remove duplicates, standardize columns, repair dates, normalize categories, and flag records that need review.

Modeling Tasks

Build a practical model for one job

Handle classification, prediction, clustering, text labeling, ranking, or evaluation tasks with clear inputs, outputs, and model performance notes.

Quality standards

Built for useful handoffs.

Source-aware collection

Scrapers are scoped around allowed access patterns, source stability, rate limits, and repeatability.

Validation before delivery

Every dataset ships with checks for missingness, duplicates, schema drift, and suspicious outliers.

Plain-English documentation

Deliverables include setup steps, known limits, data dictionaries, and maintenance notes.

Process

A calm path from idea to usable output.

1
Scope the decision

Clarify the source, final format, refresh cadence, success metric, and edge cases that matter.
2
Shape the pipeline

Build a focused first pass, inspect failure modes, confirm sample outputs, and lock the delivery plan.
3
Ship the system

Deliver code, data, documentation, and a walkthrough so the work can keep moving after handoff.

Service packages

Choose the package that fits the work.

Comparison of Clearforge Data scraping, cleaning, and modeling packages
Included	Source Build $750+ Focused scraping with raw data and handoff notes	Dataset Build $2,000+ Scraped, cleaned data ready for operations	Insight Build $4,000+ Cleaned data, practical modeling, and evaluation	Custom Build Scoped after call Ultra Tailored scraping, cleaning, or modeling work
Discovery Call	✓	✓	✓	✓
Project Map	✓	✓	✓	✓
Dataset Preview	✓	✓	✓	✓
Raw Dataset	✓	✓	✓	✓
Cleaned Dataset	—	✓	✓	✓
Baseline Model	—	—	✓	✓
Evaluation Report	—	—	✓	✓
Documentation and Handoff	✓	✓	✓	✓
Custom Requirements	—	—	—	✓

Start a project

Bring the messy part. We will map the clean path.

Send a few details about your project, and we will follow up with the right questions.

hello@clearforgedata.com