Data Cleaning & De Duplication

Data is collected from various sources and entered into various formats. Chances are that some errors (salutation, spelling, formatting, duplication etc.) may occur while entering this into a given format. Therefore, it becomes extremely important to remove all possible discrepancies so that the data is usable and is void of any duplication.

We provide cutting edge data cleaning services to our clients in order to ensure the accuracy of the information in hand. We follow a process called SIPOC (Supplier – Input – Process – Output – Customer) in which the data goes through a machine match followed by phonetic match and manual eye balling.

Database Generation

Machwan is a leading provider of database generation services to a number of companies and organizations. At Machwan resource center we are in the continuous process ...

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Data Standardization

Data is collected from different sources and is available in different formats. This means that any processing on this data is not possible unless the structure is uniform.

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Data Cleaning & De - Duplication

Data is collected from various sources and entered into various formats. Chances are that some errors...

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Data Validation & Update

In this era of the information age, huge amount of data gets accumulated on a daily basis. Thus it is very important for organizations to update & manage the information regularly.

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Person & Position Track

This is actually a variation of the validation and updating process whereby a huge chunk of data gets tracked regularly over a period of time. This is especially essential...

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