Daniel M. Jin Email

Side project 4 min read

Kansas real estate exam: a study map

A side project that reads a licensing exam like a weighted dataset: two tracks, thirteen topic areas, 39 checks with source links, and one number it refuses to fake.

Two portions, one pass line

An exam is a weighted dataset. So I studied it like one.

The Kansas salesperson exam has two portions. The national portion gives 2½ hours for 85 items, 80 of them scored. The Kansas portion gives 1½ hours for 40 items, 30 of them scored12. Each portion needs a scaled score of 70 to pass1.

It is tempting to treat every chapter as equal. The official outline does not.

Read the weights first

Pearson VUE publishes how many scored items each topic carries2. Set out as a table, the priority is plain.

National topicItemsShare
Contracts and agency1620%
Property characteristics, legal descriptions, use1114%
Value and appraisal1114%
Practice, including fair housing1013%
Ownership, transfer, title911%
Disclosures and environment911%
Financing and settlement79%
Real estate math79%
Kansas topicItemsShare
Brokerage relationships (BRRETA)1137%
Prohibited acts827%
Activities of licensees517%
Licensing requirements413%
Commission duties and powers27%

On the national side, contracts and agency carry a fifth of the scored items. On the Kansas side, two topics carry 19 of 30 items. Brokerage relationships alone carry more than a third.

That ordering became step one of the study path3. Start where the points are.

A few details change tactics too. The unscored items are unlabeled pretest items2. So answer everything. Math is 7 of the 80 scored national items. The test center does not supply two constants, so the page has you memorize them: 43,560 square feet per acre and 5,280 feet per mile13.

What I built, with an AI agent

One page, two tracks, thirteen topic areas: eight national and five Kansas3. Each area has three study steps, one key fact, and three original practice checks. That makes 39 checks: 24 national and 15 Kansas4.

Every check links to a source. On the Kansas side, thirteen of the fifteen checks cite the Kansas statute itself3. The 24 national checks link to seven publishers, from Pearson VUE to HUD, the EPA and the CFPB3.

Progress saves in the browser only. There is no account, no backend, and nothing to sign up for. One button clears it3.

The guardrails came before any code5. Salesperson exam only. No claim of official question access. Kansas legal claims had to link to primary sources. It is an original study aid, not an official or full practice exam3.

The number it keeps apart

One design call was a number the page never prints5.

A practice tool wants to show a percent score. The real exam uses a scaled score from 0 to 100, with 70 as the pass line. Only failing candidates see the number1. A raw percentage and a scaled score look alike on a screen. They are not the same measure1.

So the page keeps them apart. Progress reads as checks correct and checks attempted, with a plain bar. It never prints a percent beside the 70, and the footer says the two differ. Each check repeats, in plain text, that a practice result does not predict the scaled score3.

What it does not do yet

The checks are spread evenly: three per area. The exam is not. Contracts and agency carry 16 items, while financing carries 7. Both get three checks.

The research behind the site said a matching bank should mirror the outline weights6. Today the weights live in the study map, not yet in the bank. A separately reviewed, weighted 80/30 bank comes before any timed full-length mode4.

Two Kansas licensing checks still cite the Pearson handbook rather than the statute or KREC rules3. Three national checks, on commission and loan-to-value, link only to a topic outline that gives no formula23.

Visual and interaction review were also still open at the last handoff note4. I say so here rather than hide it.

What this means for your BI team

This side project is a small model of a Tableau to Power BI migration. The same four habits apply.

  • Weight the backlog before you move it. Two Kansas topics carry 19 of 30 items. Rank your reports by the decisions they feed, using usage logs and owner interviews, and move the top of that list first.
  • Never let two measures share one tile. A raw percent and a scaled score look alike. So can a Tableau ratio and a DAX measure that handle the denominator differently. Put the definition beside the number.
  • Cite every metric to its source. Each of the 39 checks links to a source. Each migrated measure should link to the calculation it replaced.
  • Publish the gap. This page states what it does not do. A migration status report should too: which reports are pending, and which measures still lack a parity test.

Small project, same discipline. Read the weights, source every claim, and say what is missing.

Notes

  1. Pearson VUE Kansas Real Estate Candidate Handbook, April 2025 (rev. 7/25), PDF #091700, fetched 2026-09-25, re-checked 2026-10-17; summarized in research/2026-09-25_real-estate-test-for-national-and-kansas-learning-website-to.md. ↩︎
  2. Pearson VUE Kansas state and national content outlines, PDF #091705, fetched 2026-09-25, re-checked 2026-10-17. National outline effective 2025-04-24; Kansas outline effective 2024-06-11. Shares are rounded half up, so each column sums to 101%. ↩︎
  3. Study page, creation-test/danieljin-site/claude-opus-5.5_max/site/kansas-real-estate-exam.html. Check and source counts were recounted from its data on 2026-10-17. ↩︎
  4. Handoff note, family/real-estate-study/README.md. ↩︎
  5. Build plan, plans/2026-09-25_kansas-real-estate-exam-site.md. ↩︎
  6. Research record, research/2026-09-25_real-estate-test-for-national-and-kansas-learning-website-to.md, section 5. ↩︎