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Big Data IQ MindsData • Insights • Impact

Big Data IQ MindsData • Insights • Impact

We Turn Data Into Decisions.

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Data • Insights • Impact.

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Big Data IQ MindsData • Insights • Impact

Consulting service

Data Cleaning & Quality Assurance

We clean and validate your datasets with reproducible code and a full cleaning log, so every change can be audited.

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What you receive

Data quality assessment
Reproducible cleaning scripts
Cleaning log and data dictionary
Analysis-ready dataset

Methods

Validation rules
Duplicate and outlier detection
Consistency checks
Missing data treatment

Tools

R · Python · STATA · Power Query

Typical clients

Any organization with survey or administrative data

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