Data Processing Services
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Data Processing Services
We provide whole range of data processing services starting from pre validation of live campaign’s data to the final delivery of tabular reports.
We have in-depth expertise to handle complex studies across varied sectors like Retail, e-commerce, Healthcare, Banking and Insurance, Automobile and FMCG industries etc.
Data Validation
For any research to generate meaningful insights, the quality of data is indispensable.
We validate the data quality of any level of complexity by employing various data validation techniques. We create automated scripts in different statistical tools to check the quality of data to enable accurate analysis.
Different types of checks:
- Forward check/Backward check
- Rank Order Check
- Single Select Check
- Multi Select Check/Exclusive Check
- Range Check
Verbatim Coding
We are experts in the coding of verbatim data of any complex study. We create customized code frames to enable easy & accurate Analysis of customer responses. Different types of coding events:
- “Pure Open-end” responses
- “Brand name” responses
- First mention/Other mention responses
- Other specify responses
Verbatim Coding
We are experts in the coding of verbatim data of any complex study. We create customized code frames to enable easy & accurate Analysis of customer responses. Different types of coding events:
- “Pure Open-end” responses
- “Brand name” responses
- First mention/Other mention responses
- Other specify responses
Data Tabulation
We process and analyze data and highlight key insights in the form of different type of tabular reports. Tabular reports has following elements:
- Simple tables depicting various frequency distributions.
- Grid tables depicting frequency distribution across different categories.
- Banner Tables depicting frequency distribution across different defined segments.
- Share Tables depicting share of different defined categories
- Trending Tables to enable comparison across multiple waves.
- Weighted Tables depicting weighted frequencies under pre-defined weight.
- Statistical Testing (T-test) to enable comparison across different defined segments.
- Statistical measures like mean, standard deviation, standard error, median etc.
Tabulation QA
Our QA experts have deep expertise to check the quality of tabular reports and find even minute error details. We have a standard process in place to check the quality of tables against the raw data.
Few of our Standard Checks:
- Text QA
- Count & % QA
- Banner QA
- Stats QA
- Weighting QA
Tabulation QA
Our QA experts have deep expertise to check the quality of tabular reports and find even minute error details. We have a standard process in place to check the quality of tables against the raw data.
Few of our Standard Checks:
- Text QA
- Count & % QA
- Banner QA
- Stats QA
- Weighting QA
Data Integration
We are expert in handling multiple complex data files to integrate them into user-friendly single consolidated data file for holistic data analysis.
Our DI Standards checks:
- Variables Labels
- Compatibility of Variables
- Value Labels
- Data QA with Individual data file.