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iMarque Solutions Pvt Ltd is a Global BPO services, Call center services, Healthcare services, KPO services, Art work services and Digital Marketing services Outsourcing services is based in India. We’re a BPO outsourcing company that works with over 20 industries worldwide, offering personalized business services to help companies run smoothly and grow on a global scale. Like a management consultant, we provide a wide range of call center services, with a strong focus on delivering high-quality results for our clients.
Data Cleaning Services
Data Collection
Gather data from various sources, such as databases, spreadsheets, or external systems.
Data Inspection
Review the data to identify potential issues, such as missing values, duplicates, inaccuracies, and inconsistencies.
Data Profiling
Create summary statistics and data profiles to understand the characteristics of the datasets, such as the data types, ranges, and distributions.
Missing Data Handling
Address missing data by deciding on a strategy, which may involve imputing missing values, removing rows or columns with too much missing data, or flagging missing values.
Duplicate Data Removal
Identify and eliminate duplicate records or entries to prevent redundancy and errors in analysis.
Outlier Detection
Identify and address outliers that may skew the data and impact the results. You can choose to remove, transform, or impute these values.
Data Standardization
Standardize data formats, units, and representations to ensure consistency. For example, converting dates to a uniform format or handling units like currency or measurements.
Data Transformation
Transform data as needed, such as encoding categorical variables, scaling numerical data, or aggregating data into meaningful groups.
Data Validation
Check the data for integrity and correctness by applying validation rules, business rules, and cross-referencing with external sources.