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Good Data Science is 90% Perspiration


The world is filled with data.  Big data.  Big insights.

But the dirty secret is it is all messy, and most of the work of using it isn't easy or even automated.

"Data scientists, according to interviews and expert estimates, spend from 50 percent to 80 percent of their time mired in data preparation" - NY Times, August 17, 2014

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Good Data Science is 90% Perspiration


The world is filled with data.  Big data.  Big insights.

But the dirty secret is it is all messy, and most of the work of using it isn't easy or even automated.

"Data scientists, according to interviews and expert estimates, spend from 50 percent to 80 percent of their time mired in data preparation" - NY Times, August 17, 2014

We take the messy and make it actionable.  Our unique methodology lets us provide predictable and customizable full service data preparation.

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Data Preparation


Process is key.

Our process systematically removes mundane repetitive tasks from your data scientists so they can focus on what they do best: insights.

Data Preparation


Process is key.

Our process systematically removes mundane repetitive tasks from your data scientists so they can focus on what they do best: insights.

We interview to pull down custom processes.  We proceduralize using a formal runbook process.  And then we execute it using a highly reliable combination of systems and data processing specialists.

 

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Full Service Data Preparation


Full Service Data Preparation


Collection and scraping

Cleaning, White and Black Listing

Semantic Normalization

Augmentation

Segmentation and Categorization

Validation and Reasonability Testing

Basic Regressions

Basic Reporting

Next Steps