Data Management

Error-free data acquisition is critical in research. We will help drive the process seamlessly.

Our expert team of data science experts provide cutting-edge and result-oriented data management assistance at every stage of your research. The list of data management services include entry, extraction, cleaning, missing value analysis, outlier detection, and data validation/ reliability.

Data is the life blood of research and the building block for innovation.

Data is the life blood of research and the building block for innovation.

High-fidelity Data Entry

We provide high-fidelity data entry services that helps you transit from fieldwork activity to data analytics. An error-free, well-scripted data is a fundamental first step in the analysis. Our tasks include coding of the research instrument, screening of the instrument, and subsequent data entry.The data entry will be done via any of your specified database packages (Microsoft Excel, IBM SPSS, etc).

High-fidelity Data Entry

We provide high-fidelity data entry services that helps you transit from fieldwork activity to data analytics. An error-free, well-scripted data is a fundamental first step in the analysis. Our tasks include coding of the research instrument, screening of the instrument, and subsequent data entry.The data entry will be done via any of your specified database packages (Microsoft Excel, IBM SPSS, etc).

Data Cleaning

We offer a comprehensive data cleansing procedure that will provide data auditing, outlier detection, missing value analysis and finally, post-processing and controlling. Other measures to be deployed include parsing, transformation, and duplicate entry elimination to enhance overall data quality.

Data Cleaning

We offer a comprehensive data cleansing procedure that will provide data auditing, outlier detection, missing value analysis and finally, post-processing and controlling. Other measures to be deployed include parsing, transformation, and duplicate entry elimination to enhance overall data quality.

Data Extraction/ ETL

We provide data extraction services that are aligned with the research goal, getting the optimal dataset needed to accomplish your research. We will help you retrieve disparate data types from multiple locations (on-site or cloud-based) and integrate them into a centralized dataset which is primed for your research.

Data Extraction/ ETL

We provide data extraction services that are aligned with the research goal, getting the optimal dataset needed to accomplish your research. We will help you retrieve disparate data types from multiple locations (on-site or cloud-based) and integrate them into a centralized dataset which is primed for your research.

Extract, Transform, Load (ETL) and Data Extraction

We can help individuals or organizations consolidate data from various sources into a centralized location, and assimilate different data types into a common format suited for analysis. .The Extraction, Transformation, and Loading aspects of the ETL framework are implemented to output a high-quality, compact data delivered in a unified target location for storage and analysis.

Extract, Transform, Load (ETL) and Data Extraction

We can help individuals or organizations consolidate data from various sources into a centralized location, and assimilate different data types into a common format suited for analysis. .The Extraction, Transformation, and Loading aspects of the ETL framework are implemented to output a high-quality, compact data delivered in a unified target location for storage and analysis.

“Outreach Commit is like having an objective third party to back you up on your forecasts. I present to my leadership team once a week, and now I can share those forecasts based on what the data is telling us, not just what I’m telling them.”

Evan O'Connor

VP Sales, Intelagree

Data Visualization and Descriptive Summary

We will help you  to visualize your data (histogram, bar chart, pie chart, boxplot, scatter plot, frequency polygon, etc), descriptive summaries (measures of central tendency(mean, median, mode, etc) and measures of dispersion (variance, range, interquartile range, etc)).

Technical Write-up Support

We provide technical support that helps to illuminate the statistical analysis, well attuned to the research objectives.


Formatting of Tables and Figures

Our excellent services include the formatting of the tables and figures in the technical report. This is done in line with referencing styles like APA, Chicago, etc.

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Stats4edu offer for students

Students with a verified .edu email account are eligible for a Financial Support  (up to 250$) under some conditions. The discount will be applied to the first project order (excluding any renewals or Consultation booking). Students who have ordered a Project help, Supervision  within the last 6 months are not eligible for the discount. Offer only valid on future actions, not applicable to past payments. Discount shall be void and no longer valid if, for any reason, the order, or your right to use the Stats4edu.com services, is canceled, terminated, and/or suspended. One discount per customer/individual/entity. Contact support for more details .