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drMurder
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customer_churn_dataset

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train · 10k rows

customerID stringlengths 6 10	gender stringclasses 2 values	SeniorCitizen float64 0 1 ⌀	Partner stringclasses 2 values	Dependents stringclasses 2 values	tenure float64 1 72 ⌀	PhoneService stringclasses 2 values	MultipleLines stringclasses 3 values	InternetService stringclasses 3 values	OnlineSecurity stringclasses 3 values	OnlineBackup stringclasses 3 values	Churn int64 0 1
Cust_1201	Male	1	Yes	No	60	No	No	DSL	Yes	Yes	1
Cust_1202	Female	1	No	Yes	2	Yes	No phone service	DSL	No	No internet service	0
Cust_1203	Female	1	No	No	null	No	No	No	Yes	null	1
Cust_1204	Female	null	Yes	Yes	18	Yes	Yes	DSL	No	No internet service	1
Cust_1205	Male	1	No	No	20	Yes	No	Fiber optic	null	No	1
Cust_1206	Female	null	Yes	No	63	No	No phone service	Fiber optic	Yes	No	0
Cust_1207	Male	0	Yes	Yes	72	No	null	No	Yes	No	0
Cust_1208	Female	1	No	No	2	null	Yes	DSL	No internet service	Yes	1
Cust_1209	Male	0	Yes	No	42	Yes	Yes	DSL	No	No internet service	1
Cust_1210	Male	1	No	null	28	No	Yes	No	null	No internet service	0
Cust_1211	Male	0	No	No	29	Yes	No phone service	No	Yes	No internet service	1
Cust_1212	Female	0	Yes	No	null	No	No	DSL	No internet service	Yes	1
Cust_1213	Female	1	Yes	No	28	No	Yes	No	null	No	0
Cust_1214	Female	0	Yes	No	60	No	No	Fiber optic	No internet service	No	1
Cust_1215	Female	0	No	Yes	5	No	null	No	Yes	Yes	1
Cust_1216	Male	0	No	Yes	15	No	No	Fiber optic	No internet service	No	1
Cust_1217	Female	1	Yes	Yes	32	No	No	Fiber optic	null	No	1
Cust_1218	Female	1	No	Yes	52	Yes	null	Fiber optic	No	No internet service	0
Cust_1219	Male	null	No	Yes	37	No	Yes	DSL	Yes	Yes	0
Cust_1220	null	null	Yes	No	15	Yes	Yes	Fiber optic	null	No	1
Cust_1221	Male	0	Yes	null	41	No	No	null	Yes	Yes	0
Cust_1222	Female	1	Yes	Yes	4	No	Yes	Fiber optic	null	Yes	1
Cust_1223	Male	1	Yes	No	53	No	No	DSL	No	No	0
Cust_1224	Male	0	null	Yes	27	Yes	No phone service	DSL	Yes	No	0
Cust_1225	Male	1	Yes	No	21	No	Yes	DSL	Yes	Yes	0
Cust_1226	Female	1	Yes	No	60	No	No	null	No	null	0
Cust_1227	Male	1	Yes	Yes	64	No	Yes	No	No	No	0
Cust_1228	Female	1	Yes	Yes	71	null	No	DSL	Yes	No internet service	0
Cust_1229	Female	0	Yes	No	47	Yes	Yes	No	No	No	1
Cust_1230	Male	1	No	No	54	Yes	null	DSL	Yes	Yes	0
Cust_1231	Male	1	No	Yes	31	No	Yes	DSL	Yes	Yes	1
Cust_1232	Female	0	Yes	No	17	No	No phone service	null	Yes	No	1
Cust_1233	Male	0	No	Yes	50	null	No phone service	Fiber optic	No	No	0
Cust_1234	Male	1	No	Yes	7	No	No	No	No	null	1
Cust_1235	Female	1	null	Yes	28	Yes	No	Fiber optic	No	Yes	1
Cust_1236	Female	0	No	Yes	10	Yes	Yes	No	Yes	Yes	0
Cust_1237	Male	0	No	No	27	Yes	No phone service	Fiber optic	Yes	null	0
Cust_1238	Female	0	No	No	13	Yes	No	DSL	No internet service	null	0
Cust_1239	Male	1	Yes	Yes	66	Yes	No phone service	Fiber optic	Yes	Yes	1
Cust_1240	Male	1	Yes	null	60	Yes	null	null	Yes	Yes	1
Cust_1241	Male	0	No	No	43	Yes	No phone service	DSL	No internet service	null	1
Cust_1242	Female	1	No	No	69	No	Yes	DSL	Yes	Yes	0
Cust_1243	Male	null	Yes	No	63	Yes	null	Fiber optic	null	No internet service	1
Cust_1244	Male	1	No	No	70	No	No phone service	Fiber optic	No	Yes	1
Cust_1245	Male	0	No	No	65	No	Yes	No	No internet service	No internet service	0
Cust_1246	Female	0	null	Yes	67	No	Yes	DSL	No	No	1
Cust_1247	Female	1	No	Yes	54	Yes	null	DSL	No internet service	No internet service	1
Cust_1248	Female	1	No	Yes	36	Yes	No phone service	DSL	Yes	No	0
Cust_1249	Female	1	Yes	Yes	71	Yes	No phone service	No	No internet service	No internet service	1
Cust_1250	Female	1	null	null	15	null	Yes	No	No	No internet service	1
Cust_1251	null	1	No	No	18	No	Yes	Fiber optic	Yes	No internet service	0
Cust_1252	null	1	Yes	Yes	4	No	No	No	No	No internet service	0
Cust_1253	Female	0	null	Yes	11	No	Yes	No	No internet service	No internet service	0
Cust_1254	Female	1	No	No	6	Yes	null	No	No internet service	No	0
Cust_1255	Male	0	No	null	51	No	Yes	null	No internet service	Yes	0
Cust_1256	Female	null	No	Yes	58	Yes	Yes	Fiber optic	No	null	0
Cust_1257	Female	1	No	No	60	No	No	No	Yes	Yes	1
Cust_1258	Male	0	No	No	18	Yes	null	No	null	No	0
Cust_1259	Female	0	No	No	67	No	No phone service	null	No	null	0
Cust_1260	Male	1	No	Yes	17	Yes	null	DSL	No	Yes	1
Cust_1261	Male	1	No	No	34	No	No phone service	null	No	Yes	1
Cust_1262	Male	1	Yes	No	30	Yes	null	Fiber optic	Yes	No	1
Cust_1263	null	0	No	Yes	19	Yes	Yes	No	No internet service	Yes	1
Cust_1264	Male	null	Yes	No	9	Yes	No phone service	Fiber optic	No	No internet service	0
Cust_1265	Female	null	Yes	Yes	40	No	Yes	null	No	Yes	1
Cust_1266	Male	1	No	Yes	null	Yes	No phone service	No	No internet service	No	0
Cust_1267	Male	1	Yes	Yes	59	Yes	No phone service	Fiber optic	null	Yes	1
Cust_1268	Female	null	No	Yes	null	Yes	Yes	No	No	No	0
Cust_1269	Male	1	No	No	71	null	No phone service	DSL	No	null	0
Cust_1270	Female	0	No	null	53	Yes	Yes	No	No	No	0
Cust_1271	Female	1	No	No	48	No	No	DSL	No internet service	No	0
Cust_1272	Female	0	Yes	No	null	Yes	null	No	No internet service	Yes	0
Cust_1273	Male	0	Yes	No	53	No	No	No	No internet service	No	0
Cust_1274	Male	0	No	No	49	Yes	No phone service	Fiber optic	No internet service	No	0
Cust_1275	Male	1	Yes	No	null	No	No phone service	null	Yes	No	0
Cust_1276	Female	0	Yes	Yes	19	No	No phone service	DSL	No internet service	No	0
Cust_1277	Male	1	Yes	No	66	No	No phone service	null	No	null	1
Cust_1278	Male	null	No	Yes	34	No	null	DSL	No	null	0
Cust_1279	Male	1	Yes	null	54	No	No	Fiber optic	No	Yes	0
Cust_1280	Female	1	Yes	Yes	1	No	Yes	No	No	Yes	1
Cust_1281	Female	1	Yes	No	55	Yes	No	null	null	No	0
Cust_1282	Male	0	null	No	15	Yes	No	No	Yes	No	1
Cust_1283	Male	1	Yes	null	null	Yes	Yes	No	Yes	No	1
Cust_1284	Male	0	Yes	No	23	Yes	Yes	Fiber optic	Yes	No internet service	0
Cust_1285	Male	0	No	Yes	66	No	Yes	Fiber optic	Yes	No	0
Cust_1286	null	0	Yes	No	46	No	No	No	Yes	Yes	0
Cust_1287	Female	0	No	No	9	No	Yes	DSL	No internet service	Yes	0
Cust_1288	null	null	No	Yes	66	Yes	No phone service	Fiber optic	Yes	No	0
Cust_1289	Female	0	No	Yes	66	Yes	Yes	No	Yes	Yes	1
Cust_1290	Male	0	No	Yes	null	No	No	Fiber optic	No	Yes	1
Cust_1291	Male	1	No	Yes	17	Yes	null	No	No	No internet service	0
Cust_1292	Male	0	No	Yes	72	No	Yes	Fiber optic	Yes	No	0
Cust_1293	Female	null	Yes	Yes	34	No	Yes	DSL	No internet service	Yes	1
Cust_1294	null	0	No	Yes	69	Yes	No	DSL	No internet service	Yes	0
Cust_1295	Female	0	Yes	No	64	No	No	Fiber optic	No internet service	No	1
Cust_1296	Female	0	Yes	No	null	Yes	Yes	Fiber optic	No internet service	Yes	0
Cust_1297	Male	0	No	Yes	29	Yes	No phone service	Fiber optic	Yes	No internet service	0
Cust_1298	Male	null	Yes	Yes	62	Yes	No phone service	DSL	No internet service	No	0
Cust_1299	Male	1	Yes	No	16	Yes	No phone service	Fiber optic	Yes	Yes	0
Cust_1300	Female	1	Yes	Yes	52	No	null	DSL	Yes	No	1

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