diff --git a/e2e-tests/queryBySets.spec.ts b/e2e-tests/queryBySets.spec.ts
new file mode 100644
index 00000000..192e6035
--- /dev/null
+++ b/e2e-tests/queryBySets.spec.ts
@@ -0,0 +1,32 @@
+import { expect, test } from '@playwright/test';
+import { beforeTest } from './common';
+
+test.beforeEach(beforeTest);
+
+test('Query by Sets', async ({ page }) => {
+  await page.goto('http://localhost:3000/?workspace=Upset+Examples&table=simpsons&sessionId=193');
+
+  // open Query by sets interface
+  await page.getByTestId('AddIcon').locator('path').click();
+  // await page.getByLabel('Query By Sets').locator('rect').click();
+
+  // select first two sets as 'No', third as 'Yes'
+  await page.locator('g:nth-child(2) > g > circle').first().click();
+  await page.locator('g:nth-child(2) > g > circle:nth-child(3)').click();
+  await page.locator('g:nth-child(4) > g > circle:nth-child(4)').click();
+
+// TODO: Add a test for changing the name. As is, playwright struggles to handle web dialog inputs
+  
+  // Ensure that the text is correct
+  await page.getByText('intersections of set [Evil]').click();
+
+  // Add the query
+  await page.getByLabel('Add query').locator('rect').click();
+
+  // This specific query size is 5
+  await page.locator('text').filter({ hasText: /^5$/ }).click();
+
+  // Remove the query
+  await page.getByLabel('Remove query').locator('rect').click();
+
+});
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