Chapter Four is where your final year project stops being a promise and starts being evidence. You collected data in the field, ran your surveys, pulled records from a database, or coded interview transcripts. Now you have to show what you found in a way your supervisor and external examiner can follow without guessing.
For many Nigerian undergraduates, this chapter is also where formatting falls apart. Tables spill off the page. Charts look fine on screen but vanish in the printed copy. Numbers sit in the text with no clear label. The good news is that you can draft, structure, and export Chapter Four inside Roylithia Scribe without rebuilding everything in Microsoft Word from scratch.
If you have not locked down your opening chapters yet, read our guide on Chapter One structure first. Your objectives there should point directly at the tables and figures you present here.
What Chapter Four must accomplish
Chapter Four is not a second methodology chapter. You already explained how you gathered data in Chapter Three. Here you report results. That means frequencies, percentages, test outcomes, theme summaries, model outputs, or case descriptions depending on your discipline.
Your reader should be able to answer three questions by the end of this chapter:
- What did the data show?
- How does each result connect to a specific objective from Chapter One?
- What patterns or surprises deserve attention before the discussion in Chapter Five?
Keep interpretation light in Chapter Four. A short line under a table is fine. Long arguments about what it all means belong in Chapter Five.
Tip: Number every table and figure in order of appearance. Use consistent captions like "Table 4.1: Distribution of respondents by faculty." Your external examiner will refer to these numbers during your defence.
Organise results around your research objectives
The cleanest Chapter Four structure mirrors your specific objectives. If Objective 1 asks about demographic profile, open with a demographic table. If Objective 2 tests a relationship between variables, present that test next.
This sounds obvious, yet many drafts wander. A student lists every cross-tabulation they ran in SPSS even when half of them do not answer the stated objectives. Supervisors notice.
Work backwards from your approved proposal. Paste your objectives at the top of your draft outline. Under each one, note the table or chart that proves it. Anything without a home probably belongs in an appendix or not at all.
Social science projects in Nigerian universities often follow a familiar rhythm: profile of respondents, descriptive statistics, inferential tests, then qualitative themes if mixed methods apply. Science and engineering projects may emphasise measurements, error bars, and equipment calibration summaries. Match your department's past projects when in doubt.
Tables: the backbone of quantitative reporting
Tables carry detail that prose cannot replace. A well-built frequency table lets an examiner verify your percentages in seconds. A correlation matrix shows multiple relationships at once without repeating the same sentence ten times.
Follow these habits for undergraduate work in Nigeria:
- Give each table a number and a title above or below according to your department style.
- Align numbers to the right and text labels to the left.
- Report sample size (n) wherever percentages appear.
- Round consistently. Two decimal places is usually enough for survey work.
- Cite the source if you imported official statistics rather than your own field data.
Avoid wallpaper tables. If a table has one row and one column of useful information, it may work better as a sentence in the body text.
Tip: After you build a table, read only the column headers aloud. If they do not tell a clear story, rename them before your supervisor does it for you.
Charts: when a picture helps more than a grid
Charts simplify comparison. A bar chart of adoption rates across faculties is faster to grasp than a dense table with the same numbers. Pie charts work for simple part-to-whole stories with few segments. Line charts suit trends over semesters or years.
Use a chart when:
- You want a quick visual comparison across categories.
- The pattern matters more than exact cell values.
- Your audience is non-technical and the figure will appear in your defence slides.
Stick with tables when:
- Exact values matter for grading or policy thresholds.
- You have many categories and labels would crowd the chart.
- Your department explicitly prefers tables in findings chapters.
Roylithia Scribe supports Chart.js charts inside the project editor. You can place bar, line, and pie charts alongside your narrative so you see the full chapter as readers will experience it. During generation you can also choose to include diagrams and charts in findings when they strengthen the argument, or turn that option off if your supervisor wants tables and prose only.
Tip: Every chart needs the same care as a table: title, labelled axes, legend if needed, and a note on the source. A beautiful chart with no n= is still incomplete.
Building tables and charts inside Roylithia Scribe
You do not need to draw tables in Word and screenshot them into your project. The Roylithia editor works with structured markdown, which means you can create tables directly in the manuscript and edit them as your results change.
Markdown tables use rows and pipes. They are plain text until export, which makes revision easy when a supervisor asks you to add a column or fix a label. The editor renders them with borders and spacing so you can proofread layout before download.
For charts, Roylithia uses fenced Chart.js blocks in the document. You define the chart type and data in the block, and the viewer renders it in place. That keeps numbers and visuals tied to the same chapter version instead of scattered across Excel, screenshots, and a folder of PNG files.
Mermaid diagrams are available too. They help when you need a flow of analysis steps, a research framework, or a process model. They are not a replacement for statistical tables, but they clarify method-to-findings logic for mixed methods work.
When you edit manually, treat the editor as the source of truth. Update the table or chart block, then re-read the paragraph above it so your text still matches the figures.
Presenting qualitative and mixed findings
Not every Nigerian FYP is survey-heavy. Education, mass communication, and humanities projects often code interview or focus group data into themes. Chapter Four still needs structure.
Present themes as numbered or named sections. Under each theme, use short participant quotes with pseudonyms. A table can list themes, description, and illustrative quotes side by side. That format satisfies examiners who want evidence and supervisors who want readable prose.
For mixed methods, separate quantitative and qualitative results with clear headings, then add a short integration subsection if your methodology chapter promised one. Do not bury qualitative insights inside quantitative tables or vice versa.
Tip: Label direct quotes with participant codes (P1, P2) rather than real names unless you have written consent for identifiable reporting.
Linking analysis software to your chapter draft
Many students analyse in SPSS, STATA, R, Excel, or Python and then retype results into the thesis. That double handling causes typos. A copied p-value of 0.014 becomes 0.14. A percentage sum crosses 100 because someone rounded twice.
Build a simple results log in a spreadsheet: variable name, test used, statistic, p-value, decision. Copy from that log into Roylithia tables rather than from scattered software output windows. If your department allows, paste key output tables and clean them in the editor.
Roylithia can draft Chapter Four from your uploaded instruments, objectives, and analysis notes. Treat that draft as a structured first pass. Verify every number against your software output before submission. AI assists organisation. It does not replace your responsibility for accuracy.
Exporting Chapter Four to Word and PDF
Departments in Nigeria still expect a bound or uploaded document in Word or PDF format with faculty cover pages and spacing rules. Roylithia Scribe exports the full project, including Chapter Four tables and charts, to DOCX and PDF from the project workspace.
Export after you finish editing in the editor so tables and charts match the text. Open the Word file and apply your local template: font, margins, line spacing, and preliminary pages. Charts and tables from the export should carry through, but always scroll the full chapter on a laptop that is not yours before printing. What looks fine in the browser can still need a minor tweak in Word.
PDF export is useful when you want a fixed layout for online submission portals or when you are sending a draft to a supervisor who should not accidentally edit your tables.
Tip: Export twice during revision: once mid-week for supervisor comments, and once after the final proofread. Name files with dates so you do not submit an old export by mistake.
Common Chapter Four mistakes in Nigerian defences
Examiners return to Chapter Four again and again during defence questions. Weak chapters share predictable problems.
Mistake 1: Results without objectives. Tables exist but nobody can tell which research question they answer.
Mistake 2: Interpretation overload. Chapter Four argues policy implications that belong in Chapter Five.
Mistake 3: Missing assumptions. Tests run without checking normality or expected cell counts when your methodology promised those checks.
Mistake 4: Orphan figures. A chart appears on page 48 but is never mentioned in the text.
Mistake 5: Copy-paste from classmates. Similar table layouts are fine. Identical unexplained rows are not.
Fix these before printing. Examiners forgive nervous presentation more easily than they forgive wrong numbers in the permanent record.
A practical checklist before you submit
Walk through this list the week before departmental submission:
- Every specific objective from Chapter One has at least one table, chart, or theme subsection in Chapter Four.
- All tables and figures are numbered, titled, and cited in the text.
- Percentages and totals reconcile. No column adds up to 103%.
- Statistical symbols match what you taught in Chapter Three (r, χ², p, and so on).
- Qualitative quotes support themes named in the text.
- You exported to DOCX or PDF and checked pagination on the full document.
- A friend who did not collect the data read only Chapter Four and could summarise your findings in two minutes.
Chapter Four is demanding, but it is also the chapter that makes your project feel real. Tables and charts are not decoration. They are the proof that your months of work produced something measurable, observable, and worth discussing in the final chapter.
When your analysis is solid and your presentation is clear, you walk into Chapter Five with confidence instead of dread. Draft the structure in Roylithia Scribe, verify the numbers yourself, export cleanly, and give your supervisor something they can mark without fighting the formatting.