Research Paper Results: How to Present Tables and Figures Clearly

Start with the purpose and requirements

Report findings in a readable order without duplicating every number in tables, graphs and paragraphs. This guide is a practical starting point, not a replacement for your supervisor’s instructions, university handbook or a journal’s current author guidelines. Requirements vary by discipline and stage, so confirm the applicable rules before drafting or revising your document.

Apply the approach to your document

Organise Results around the research questions. Give tables informative titles, define units, and make each figure interpretable without a long search through the text. Mention each table in sequence and use text to highlight patterns, not recite every cell. Report denominators and uncertainty where appropriate, and separate exploratory analyses from prespecified ones.

An illustrative example

If 40 of 80 valid respondents report a particular practice, show the denominator as well as the percentage. If a different question has missing answers, its denominator may change. Never hide missing values by silently reusing the full sample size. This example shows how to reason about the task; it is not a ready-made result, prescribed template or claim about a completed client project. Adapt the approach to your own evidence and approved requirements.

Checks before you move on

Work through these checks on your actual document. If a requirement is unclear, note the question for your supervisor, department or journal rather than guessing. Keep the original draft and a record of significant decisions so revisions remain traceable.

• Label axes and measurement units
• Explain abbreviations in notes
• Check totals and denominators
• Keep reported numbers consistent with analysis outputs

Prepare a manuscript-support enquiry

Send the article type, your target journal’s author instructions and the current stage of your manuscript. Identify the part you need help with: structure, language, references or submission preparation. Use your own verified data and discuss any external assistance with co-authors and your institution. Do not send confidential participant information in an initial enquiry.

Discuss scope and next steps

Academic Compass provides research paper support from Fort, Mumbai for researchers and students across India. Use the Services & Pricing page to review the listed service and WhatsApp to discuss your stage, deadline and required help. Ask for confirmation of the specific deliverables and price before starting. Academic approval, grades and journal acceptance are independent decisions and are not guaranteed.