Population: 12.3 million GDP Growth: 3.2% Inflation Rate: 5.7% Unemployment: 11.4% Literacy Rate: 34.5% Latest Census: 2020
Population: 12.3 million GDP Growth: 3.2% Inflation Rate: 5.7% Unemployment: 11.4% Literacy Rate: 34.5% Latest Census: 2020

Research Tools

Access a comprehensive collection of statistical tools, software, and resources to support your research and data analysis projects. From data visualization to advanced statistical analysis.

Research Tool Categories

Explore our comprehensive collection of research tools organized by functionality and purpose.

Statistical Analysis

Software and tools for descriptive and inferential statistical analysis

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Data Visualization

Tools for creating charts, graphs, and interactive dashboards

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Survey Design

Tools for designing, testing, and deploying surveys

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Data Management

Tools for data cleaning, transformation, and management

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Geospatial Analysis

GIS tools and platforms for spatial data analysis

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Programming & APIs

Programming libraries and API access for developers

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Reporting Tools

Tools for generating reports and documentation

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Machine Learning

Tools for predictive modeling and machine learning

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Filter Research Tools

Find the right tools for your specific research needs.

Statistical Analysis Tools

NBS StatCalc

Web-based statistical calculator for common statistical tests and computations.

Web-based Free NBS Developed
  • Descriptive statistics
  • Hypothesis testing
  • Confidence intervals
  • Sample size calculations
Access Tool No installation required

R Studio Server

Cloud-based R programming environment with pre-installed statistical packages.

Web-based Free Advanced
  • Full R programming environment
  • Pre-installed statistical packages
  • Access to NBS datasets
  • Collaborative features
Access Tool Registration required

PSPP

Free alternative to SPSS for statistical analysis of sample data.

Desktop Free Open Source
  • SPSS-compatible interface
  • Descriptive statistics
  • T-tests, ANOVA, regression
  • Non-parametric tests
Download Windows, Mac, Linux

Data Visualization Tools

NBS Data Visualizer

Interactive tool for creating charts and maps from NBS datasets.

Web-based Free NBS Developed
  • Pre-loaded NBS datasets
  • Interactive charts and maps
  • Export to multiple formats
  • No programming required
Access Tool No installation required

QGIS

Open source geographic information system for spatial data analysis and mapping.

Desktop Free Open Source
  • Professional GIS capabilities
  • Spatial analysis tools
  • Map creation and layout
  • Extensive plugin ecosystem
Download Windows, Mac, Linux

DataWrapper

Web-based tool for creating simple, embeddable charts for publications and websites.

Web-based Free Tier Beginner Friendly
  • Easy chart creation
  • Responsive design
  • Embeddable charts
  • No design skills needed
Visit Website External tool

Research Workflow Guide

Follow this step-by-step workflow to effectively use research tools for your statistical analysis projects.

1. Define Research Question & Data Needs

Clearly articulate your research objectives and identify the data requirements.

Recommended Tools:

  • Research Question Framework
  • Data Requirements Checklist
  • Sample Size Calculator

Key Questions:

  • What is the primary research question?
  • What variables are needed?
  • What is the appropriate sample size?

2. Data Collection & Acquisition

Collect new data or access existing datasets from appropriate sources.

Recommended Tools:

  • Survey Design Tools
  • NBS Data Portals
  • Data Request System

Key Activities:

  • Design data collection instruments
  • Access existing datasets
  • Submit data requests if needed

3. Data Preparation & Cleaning

Prepare and clean your data for analysis, addressing missing values and inconsistencies.

Recommended Tools:

  • OpenRefine
  • R Studio (Data Cleaning Packages)
  • Excel/Power Query

Key Activities:

  • Data validation and cleaning
  • Handling missing values
  • Variable transformation

4. Statistical Analysis

Perform appropriate statistical analyses based on your research questions and data characteristics.

Recommended Tools:

  • R Studio Server
  • PSPP
  • NBS StatCalc

Key Activities:

  • Descriptive statistics
  • Inferential testing
  • Model building and validation

5. Visualization & Reporting

Create visualizations and reports to communicate your findings effectively.

Recommended Tools:

  • NBS Data Visualizer
  • DataWrapper
  • QGIS (for maps)

Key Activities:

  • Create charts and graphs
  • Develop interactive dashboards
  • Prepare final reports

Training & Technical Support

Get training and support to maximize your use of research tools.

Video Tutorials

Step-by-step guides for using research tools effectively

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Training Workshops

Hands-on training sessions for researchers and analysts

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Need technical assistance with research tools?

Contact Support Team