Conversion rates and proportion tests

Comparing conversion rates between variants and reading uplift correctly.

Lesson 11 of 24~31 min of learningIncludes ~22 min for questions and tasks

Contents1 of 49 steps

1 of 49 steps

You

Results are in! Control converts at 5.2%, treatment at 6.8%. That's a 31% lift - let's ship it!

Alex Tutor

Dataset · 2,000 rows

CatChow checkout redesign A/B test

One row per user: which variant they saw (control or treatment) and whether they converted (1) or not (0). Synthetic data made for this course.

Download CSV

Columns
user_id: User identifier
variant: Which variant the user saw: control or treatment
converted: 1 if the user completed checkout, 0 otherwise

Data

user_id	variant	converted
CC-C-0001	control	0
CC-C-0002	control	0
CC-C-0003	control	0
CC-C-0004	control	0
CC-C-0005	control	0

Show 1,995 more rows

CC-C-0006	control	0
CC-C-0007	control	1
CC-C-0008	control	0
CC-C-0009	control	0
CC-C-0010	control	0
CC-C-0011	control	0
CC-C-0012	control	0
CC-C-0013	control	0
CC-C-0014	control	0
CC-C-0015	control	0
CC-C-0016	control	0
CC-C-0017	control	0
CC-C-0018	control	0
CC-C-0019	control	0
CC-C-0020	control	0
CC-C-0021	control	0
CC-C-0022	control	0
CC-C-0023	control	0
CC-C-0024	control	0
CC-C-0025	control	0
CC-C-0026	control	1
CC-C-0027	control	0
CC-C-0028	control	1
CC-C-0029	control	0
CC-C-0030	control	0
CC-C-0031	control	1
CC-C-0032	control	0
CC-C-0033	control	1
CC-C-0034	control	0
CC-C-0035	control	0
CC-C-0036	control	0
CC-C-0037	control	0
CC-C-0038	control	0
CC-C-0039	control	0
CC-C-0040	control	0
CC-C-0041	control	0
CC-C-0042	control	0
CC-C-0043	control	0
CC-C-0044	control	0
CC-C-0045	control	0
CC-C-0046	control	0
CC-C-0047	control	0
CC-C-0048	control	0
CC-C-0049	control	0
CC-C-0050	control	0
CC-C-0051	control	0
CC-C-0052	control	0
CC-C-0053	control	0
CC-C-0054	control	0
CC-C-0055	control	0
CC-C-0056	control	0
CC-C-0057	control	0
CC-C-0058	control	0
CC-C-0059	control	0
CC-C-0060	control	0
CC-C-0061	control	0
CC-C-0062	control	0
CC-C-0063	control	0
CC-C-0064	control	0
CC-C-0065	control	0
CC-C-0066	control	0
CC-C-0067	control	0
CC-C-0068	control	0
CC-C-0069	control	0
CC-C-0070	control	0
CC-C-0071	control	0
CC-C-0072	control	0
CC-C-0073	control	0
CC-C-0074	control	0
CC-C-0075	control	0
CC-C-0076	control	0
CC-C-0077	control	0
CC-C-0078	control	0
CC-C-0079	control	0
CC-C-0080	control	0
CC-C-0081	control	0
CC-C-0082	control	0
CC-C-0083	control	0
CC-C-0084	control	0
CC-C-0085	control	0
CC-C-0086	control	0
CC-C-0087	control	0
CC-C-0088	control	0
CC-C-0089	control	0
CC-C-0090	control	1
CC-C-0091	control	0
CC-C-0092	control	0
CC-C-0093	control	0
CC-C-0094	control	0
CC-C-0095	control	1
CC-C-0096	control	1
CC-C-0097	control	0
CC-C-0098	control	0
CC-C-0099	control	0
CC-C-0100	control	1
CC-C-0101	control	0
CC-C-0102	control	0
CC-C-0103	control	0
CC-C-0104	control	0
CC-C-0105	control	1
CC-C-0106	control	0
CC-C-0107	control	0
CC-C-0108	control	0
CC-C-0109	control	0
CC-C-0110	control	0
CC-C-0111	control	0
CC-C-0112	control	0
CC-C-0113	control	0
CC-C-0114	control	0
CC-C-0115	control	1
CC-C-0116	control	0
CC-C-0117	control	0
CC-C-0118	control	0
CC-C-0119	control	0
CC-C-0120	control	0
CC-C-0121	control	0
CC-C-0122	control	0
CC-C-0123	control	0
CC-C-0124	control	0
CC-C-0125	control	0
CC-C-0126	control	0
CC-C-0127	control	0
CC-C-0128	control	0
CC-C-0129	control	0
CC-C-0130	control	0
CC-C-0131	control	0
CC-C-0132	control	0
CC-C-0133	control	0
CC-C-0134	control	0
CC-C-0135	control	0
CC-C-0136	control	0
CC-C-0137	control	0
CC-C-0138	control	0
CC-C-0139	control	0
CC-C-0140	control	0
CC-C-0141	control	0
CC-C-0142	control	0
CC-C-0143	control	1
CC-C-0144	control	0
CC-C-0145	control	0
CC-C-0146	control	0
CC-C-0147	control	0
CC-C-0148	control	0
CC-C-0149	control	0
CC-C-0150	control	0
CC-C-0151	control	0
CC-C-0152	control	0
CC-C-0153	control	0
CC-C-0154	control	0
CC-C-0155	control	0
CC-C-0156	control	0
CC-C-0157	control	0
CC-C-0158	control	0
CC-C-0159	control	0
CC-C-0160	control	1
CC-C-0161	control	0
CC-C-0162	control	0
CC-C-0163	control	0
CC-C-0164	control	1
CC-C-0165	control	0
CC-C-0166	control	0
CC-C-0167	control	0
CC-C-0168	control	0
CC-C-0169	control	0
CC-C-0170	control	0
CC-C-0171	control	0
CC-C-0172	control	0
CC-C-0173	control	0
CC-C-0174	control	0
CC-C-0175	control	0
CC-C-0176	control	0
CC-C-0177	control	0
CC-C-0178	control	0
CC-C-0179	control	0
CC-C-0180	control	0
CC-C-0181	control	0
CC-C-0182	control	0
CC-C-0183	control	0
CC-C-0184	control	0
CC-C-0185	control	0
CC-C-0186	control	0
CC-C-0187	control	0
CC-C-0188	control	0
CC-C-0189	control	0
CC-C-0190	control	0
CC-C-0191	control	0
CC-C-0192	control	0
CC-C-0193	control	0
CC-C-0194	control	0
CC-C-0195	control	0
CC-C-0196	control	0
CC-C-0197	control	0
CC-C-0198	control	0
CC-C-0199	control	0
CC-C-0200	control	0
CC-C-0201	control	0
CC-C-0202	control	0
CC-C-0203	control	0
CC-C-0204	control	1
CC-C-0205	control	0
CC-C-0206	control	0
CC-C-0207	control	0
CC-C-0208	control	0
CC-C-0209	control	0
CC-C-0210	control	0
CC-C-0211	control	0
CC-C-0212	control	0
CC-C-0213	control	0
CC-C-0214	control	0
CC-C-0215	control	0
CC-C-0216	control	0
CC-C-0217	control	0
CC-C-0218	control	0
CC-C-0219	control	0
CC-C-0220	control	0
CC-C-0221	control	1
CC-C-0222	control	0
CC-C-0223	control	0
CC-C-0224	control	1
CC-C-0225	control	0
CC-C-0226	control	1
CC-C-0227	control	0
CC-C-0228	control	0
CC-C-0229	control	1
CC-C-0230	control	0
CC-C-0231	control	0
CC-C-0232	control	0
CC-C-0233	control	0
CC-C-0234	control	0
CC-C-0235	control	0
CC-C-0236	control	0
CC-C-0237	control	0
CC-C-0238	control	0
CC-C-0239	control	1
CC-C-0240	control	0
CC-C-0241	control	0
CC-C-0242	control	0
CC-C-0243	control	0
CC-C-0244	control	0
CC-C-0245	control	0
CC-C-0246	control	0
CC-C-0247	control	0
CC-C-0248	control	0
CC-C-0249	control	0
CC-C-0250	control	0
CC-C-0251	control	1
CC-C-0252	control	0
CC-C-0253	control	0
CC-C-0254	control	0
CC-C-0255	control	0
CC-C-0256	control	0
CC-C-0257	control	0
CC-C-0258	control	0
CC-C-0259	control	0
CC-C-0260	control	0
CC-C-0261	control	0
CC-C-0262	control	0
CC-C-0263	control	0
CC-C-0264	control	0
CC-C-0265	control	0
CC-C-0266	control	0
CC-C-0267	control	0
CC-C-0268	control	0
CC-C-0269	control	0
CC-C-0270	control	0
CC-C-0271	control	0
CC-C-0272	control	0
CC-C-0273	control	0
CC-C-0274	control	0
CC-C-0275	control	0
CC-C-0276	control	0
CC-C-0277	control	0
CC-C-0278	control	0
CC-C-0279	control	0
CC-C-0280	control	0
CC-C-0281	control	0
CC-C-0282	control	1
CC-C-0283	control	0
CC-C-0284	control	0
CC-C-0285	control	1
CC-C-0286	control	0
CC-C-0287	control	0
CC-C-0288	control	0
CC-C-0289	control	0
CC-C-0290	control	0
CC-C-0291	control	0
CC-C-0292	control	0
CC-C-0293	control	0
CC-C-0294	control	0
CC-C-0295	control	0
CC-C-0296	control	0
CC-C-0297	control	0
CC-C-0298	control	0
CC-C-0299	control	0
CC-C-0300	control	0
CC-C-0301	control	0
CC-C-0302	control	0
CC-C-0303	control	0
CC-C-0304	control	0
CC-C-0305	control	0
CC-C-0306	control	0
CC-C-0307	control	0
CC-C-0308	control	0
CC-C-0309	control	0
CC-C-0310	control	0
CC-C-0311	control	0
CC-C-0312	control	0
CC-C-0313	control	0
CC-C-0314	control	0
CC-C-0315	control	0
CC-C-0316	control	0
CC-C-0317	control	0
CC-C-0318	control	0
CC-C-0319	control	0
CC-C-0320	control	0
CC-C-0321	control	0
CC-C-0322	control	0
CC-C-0323	control	0
CC-C-0324	control	0
CC-C-0325	control	0
CC-C-0326	control	0
CC-C-0327	control	0
CC-C-0328	control	0
CC-C-0329	control	0
CC-C-0330	control	0
CC-C-0331	control	0
CC-C-0332	control	0
CC-C-0333	control	0
CC-C-0334	control	0
CC-C-0335	control	0
CC-C-0336	control	0
CC-C-0337	control	0
CC-C-0338	control	0
CC-C-0339	control	0
CC-C-0340	control	0
CC-C-0341	control	0
CC-C-0342	control	0
CC-C-0343	control	0
CC-C-0344	control	0
CC-C-0345	control	1
CC-C-0346	control	0
CC-C-0347	control	0
CC-C-0348	control	0
CC-C-0349	control	1
CC-C-0350	control	0
CC-C-0351	control	0
CC-C-0352	control	0
CC-C-0353	control	0
CC-C-0354	control	0
CC-C-0355	control	0
CC-C-0356	control	0
CC-C-0357	control	0
CC-C-0358	control	0
CC-C-0359	control	0
CC-C-0360	control	0
CC-C-0361	control	0
CC-C-0362	control	0
CC-C-0363	control	0
CC-C-0364	control	0
CC-C-0365	control	0
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CC-C-0367	control	0
CC-C-0368	control	1
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CC-C-0370	control	0
CC-C-0371	control	0
CC-C-0372	control	0
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CC-C-0374	control	0
CC-C-0375	control	0
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CC-C-0379	control	0
CC-C-0380	control	0
CC-C-0381	control	0
CC-C-0382	control	0
CC-C-0383	control	0
CC-C-0384	control	0
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CC-C-0386	control	0
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CC-C-0402	control	0
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CC-C-0430	control	1
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CC-C-0433	control	1
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CC-C-0440	control	0
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CC-C-0445	control	0
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CC-C-0447	control	0
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CC-C-0460	control	1
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CC-C-0473	control	0
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CC-C-0484	control	0
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CC-C-0524	control	0
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CC-C-0617	control	1
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