introduction-to-machine-learning/Partie 3 - Classification/Social_Network_Ads.csv

1	User ID	Gender	Age	EstimatedSalary	Purchased
2	15624510	Male	19	19000	0
3	15810944	Male	35	20000	0
4	15668575	Female	26	43000	0
5	15603246	Female	27	57000	0
6	15804002	Male	19	76000	0
7	15728773	Male	27	58000	0
8	15598044	Female	27	84000	0
9	15694829	Female	32	150000	1
10	15600575	Male	25	33000	0
11	15727311	Female	35	65000	0
12	15570769	Female	26	80000	0
13	15606274	Female	26	52000	0
14	15746139	Male	20	86000	0
15	15704987	Male	32	18000	0
16	15628972	Male	18	82000	0
17	15697686	Male	29	80000	0
18	15733883	Male	47	25000	1
19	15617482	Male	45	26000	1
20	15704583	Male	46	28000	1
21	15621083	Female	48	29000	1
22	15649487	Male	45	22000	1
23	15736760	Female	47	49000	1
24	15714658	Male	48	41000	1
25	15599081	Female	45	22000	1
26	15705113	Male	46	23000	1
27	15631159	Male	47	20000	1
28	15792818	Male	49	28000	1
29	15633531	Female	47	30000	1
30	15744529	Male	29	43000	0
31	15669656	Male	31	18000	0
32	15581198	Male	31	74000	0
33	15729054	Female	27	137000	1
34	15573452	Female	21	16000	0
35	15776733	Female	28	44000	0
36	15724858	Male	27	90000	0
37	15713144	Male	35	27000	0
38	15690188	Female	33	28000	0
39	15689425	Male	30	49000	0
40	15671766	Female	26	72000	0
41	15782806	Female	27	31000	0
42	15764419	Female	27	17000	0
43	15591915	Female	33	51000	0
44	15772798	Male	35	108000	0
45	15792008	Male	30	15000	0
46	15715541	Female	28	84000	0
47	15639277	Male	23	20000	0
48	15798850	Male	25	79000	0
49	15776348	Female	27	54000	0
50	15727696	Male	30	135000	1
51	15793813	Female	31	89000	0
52	15694395	Female	24	32000	0
53	15764195	Female	18	44000	0
54	15744919	Female	29	83000	0
55	15671655	Female	35	23000	0
56	15654901	Female	27	58000	0
57	15649136	Female	24	55000	0
58	15775562	Female	23	48000	0
59	15807481	Male	28	79000	0
60	15642885	Male	22	18000	0
61	15789109	Female	32	117000	0
62	15814004	Male	27	20000	0
63	15673619	Male	25	87000	0
64	15595135	Female	23	66000	0
65	15583681	Male	32	120000	1
66	15605000	Female	59	83000	0
67	15718071	Male	24	58000	0
68	15679760	Male	24	19000	0
69	15654574	Female	23	82000	0
70	15577178	Female	22	63000	0
71	15595324	Female	31	68000	0
72	15756932	Male	25	80000	0
73	15726358	Female	24	27000	0
74	15595228	Female	20	23000	0
75	15782530	Female	33	113000	0
76	15592877	Male	32	18000	0
77	15651983	Male	34	112000	1
78	15746737	Male	18	52000	0
79	15774179	Female	22	27000	0
80	15667265	Female	28	87000	0
81	15655123	Female	26	17000	0
82	15595917	Male	30	80000	0
83	15668385	Male	39	42000	0
84	15709476	Male	20	49000	0
85	15711218	Male	35	88000	0
86	15798659	Female	30	62000	0
87	15663939	Female	31	118000	1
88	15694946	Male	24	55000	0
89	15631912	Female	28	85000	0
90	15768816	Male	26	81000	0
91	15682268	Male	35	50000	0
92	15684801	Male	22	81000	0
93	15636428	Female	30	116000	0
94	15809823	Male	26	15000	0
95	15699284	Female	29	28000	0
96	15786993	Female	29	83000	0
97	15709441	Female	35	44000	0
98	15710257	Female	35	25000	0
99	15582492	Male	28	123000	1
100	15575694	Male	35	73000	0
101	15756820	Female	28	37000	0
102	15766289	Male	27	88000	0
103	15593014	Male	28	59000	0
104	15584545	Female	32	86000	0
105	15675949	Female	33	149000	1
106	15672091	Female	19	21000	0
107	15801658	Male	21	72000	0
108	15706185	Female	26	35000	0
109	15789863	Male	27	89000	0
110	15720943	Male	26	86000	0
111	15697997	Female	38	80000	0
112	15665416	Female	39	71000	0
113	15660200	Female	37	71000	0
114	15619653	Male	38	61000	0
115	15773447	Male	37	55000	0
116	15739160	Male	42	80000	0
117	15689237	Male	40	57000	0
118	15679297	Male	35	75000	0
119	15591433	Male	36	52000	0
120	15642725	Male	40	59000	0
121	15701962	Male	41	59000	0
122	15811613	Female	36	75000	0
123	15741049	Male	37	72000	0
124	15724423	Female	40	75000	0
125	15574305	Male	35	53000	0
126	15678168	Female	41	51000	0
127	15697020	Female	39	61000	0
128	15610801	Male	42	65000	0
129	15745232	Male	26	32000	0
130	15722758	Male	30	17000	0
131	15792102	Female	26	84000	0
132	15675185	Male	31	58000	0
133	15801247	Male	33	31000	0
134	15725660	Male	30	87000	0
135	15638963	Female	21	68000	0
136	15800061	Female	28	55000	0
137	15578006	Male	23	63000	0
138	15668504	Female	20	82000	0
139	15687491	Male	30	107000	1
140	15610403	Female	28	59000	0
141	15741094	Male	19	25000	0
142	15807909	Male	19	85000	0
143	15666141	Female	18	68000	0
144	15617134	Male	35	59000	0
145	15783029	Male	30	89000	0
146	15622833	Female	34	25000	0
147	15746422	Female	24	89000	0
148	15750839	Female	27	96000	1
149	15749130	Female	41	30000	0
150	15779862	Male	29	61000	0
151	15767871	Male	20	74000	0
152	15679651	Female	26	15000	0
153	15576219	Male	41	45000	0
154	15699247	Male	31	76000	0
155	15619087	Female	36	50000	0
156	15605327	Male	40	47000	0
157	15610140	Female	31	15000	0
158	15791174	Male	46	59000	0
159	15602373	Male	29	75000	0
160	15762605	Male	26	30000	0
161	15598840	Female	32	135000	1
162	15744279	Male	32	100000	1
163	15670619	Male	25	90000	0
164	15599533	Female	37	33000	0
165	15757837	Male	35	38000	0
166	15697574	Female	33	69000	0
167	15578738	Female	18	86000	0
168	15762228	Female	22	55000	0
169	15614827	Female	35	71000	0
170	15789815	Male	29	148000	1
171	15579781	Female	29	47000	0
172	15587013	Male	21	88000	0
173	15570932	Male	34	115000	0
174	15794661	Female	26	118000	0
175	15581654	Female	34	43000	0
176	15644296	Female	34	72000	0
177	15614420	Female	23	28000	0
178	15609653	Female	35	47000	0
179	15594577	Male	25	22000	0
180	15584114	Male	24	23000	0
181	15673367	Female	31	34000	0
182	15685576	Male	26	16000	0
183	15774727	Female	31	71000	0
184	15694288	Female	32	117000	1
185	15603319	Male	33	43000	0
186	15759066	Female	33	60000	0
187	15814816	Male	31	66000	0
188	15724402	Female	20	82000	0
189	15571059	Female	33	41000	0
190	15674206	Male	35	72000	0
191	15715160	Male	28	32000	0
192	15730448	Male	24	84000	0
193	15662067	Female	19	26000	0
194	15779581	Male	29	43000	0
195	15662901	Male	19	70000	0
196	15689751	Male	28	89000	0
197	15667742	Male	34	43000	0
198	15738448	Female	30	79000	0
199	15680243	Female	20	36000	0
200	15745083	Male	26	80000	0
201	15708228	Male	35	22000	0
202	15628523	Male	35	39000	0
203	15708196	Male	49	74000	0
204	15735549	Female	39	134000	1
205	15809347	Female	41	71000	0
206	15660866	Female	58	101000	1
207	15766609	Female	47	47000	0
208	15654230	Female	55	130000	1
209	15794566	Female	52	114000	0
210	15800890	Female	40	142000	1
211	15697424	Female	46	22000	0
212	15724536	Female	48	96000	1
213	15735878	Male	52	150000	1
214	15707596	Female	59	42000	0
215	15657163	Male	35	58000.0	0
216	15622478	Male	47.0	43000	0
217	15779529	Female	60	108000	1
218	15636023	Male	49	65000	0
219	15582066	Male	40	78000	0
220	15666675	Female	46	96000	0
221	15732987	Male	59	143000	1
222	15789432	Female	41	80000	0
223	15663161	Male	35	91000	1
224	15694879	Male	37	144000	1
225	15593715	Male	60	102000	1
226	15575002	Female	35	60000	0
227	15622171	Male	37	53000	0
228	15795224	Female	36	126000	1
229	15685346	Male	56	133000	1
230	15691808	Female	40	72000	0
231	15721007	Female	42	80000	1
232	15794253	Female	35	147000	1
233	15694453	Male	39	42000	0
234	15813113	Male	40	107000	1
235	15614187	Male	49	86000	1
236	15619407	Female	38	112000	0
237	15646227	Male	46	79000	1
238	15660541	Male	40	57000	0
239	15753874	Female	37	80000	0
240	15617877	Female	46	82000	0
241	15772073	Female	53	143000	1
242	15701537	Male	42	149000	1
243	15736228	Male	38	59000	0
244	15780572	Female	50	88000	1
245	15769596	Female	56	104000	1
246	15586996	Female	41	72000	0
247	15722061	Female	51	146000	1
248	15638003	Female	35	50000	0
249	15775590	Female	57	122000	1
250	15730688	Male	41	52000	0
251	15753102	Female	35	97000	1
252	15810075	Female	44	39000	0
253	15723373	Male	37	52000	0
254	15795298	Female	48	134000	1
255	15584320	Female	37	146000	1
256	15724161	Female	50	44000	0
257	15750056	Female	52	90000	1
258	15609637	Female	41	72000	0
259	15794493	Male	40	57000	0
260	15569641	Female	58	95000	1
261	15815236	Female	45	131000	1
262	15811177	Female	35	77000	0
263	15680587	Male	36	144000	1
264	15672821	Female	55	125000	1
265	15767681	Female	35	72000	0
266	15600379	Male	48	90000	1
267	15801336	Female	42	108000	1
268	15721592	Male	40	75000	0
269	15581282	Male	37	74000	0
270	15746203	Female	47	144000	1
271	15583137	Male	40	61000	0
272	15680752	Female	43	133000	0
273	15688172	Female	59	76000	1
274	15791373	Male	60	42000	1
275	15589449	Male	39	106000	1
276	15692819	Female	57	26000	1
277	15727467	Male	57	74000	1
278	15734312	Male	38	71000	0
279	15764604	Male	49	88000	1
280	15613014	Female	52	38000	1
281	15759684	Female	50	36000	1
282	15609669	Female	59	88000	1
283	15685536	Male	35	61000	0
284	15750447	Male	37	70000	1
285	15663249	Female	52	21000	1
286	15638646	Male	48	141000	0
287	15734161	Female	37	93000	1
288	15631070	Female	37	62000	0
289	15761950	Female	48	138000	1
290	15649668	Male	41	79000	0
291	15713912	Female	37	78000	1
292	15586757	Male	39	134000	1
293	15596522	Male	49	89000	1
294	15625395	Male	55	39000	1
295	15760570	Male	37	77000	0
296	15566689	Female	35	57000	0
297	15725794	Female	36	63000	0
298	15673539	Male	42	73000	1
299	15705298	Female	43	112000	1
300	15675791	Male	45	79000	0
301	15747043	Male	46	117000	1
302	15736397	Female	58	38000	1
303	15678201	Male	48	74000	1
304	15720745	Female	37	137000	1
305	15637593	Male	37	79000	1
306	15598070	Female	40	60000	0
307	15787550	Male	42	54000	0
308	15603942	Female	51	134000	0
309	15733973	Female	47	113000	1
310	15596761	Male	36	125000	1
311	15652400	Female	38	50000	0
312	15717893	Female	42	70000	0
313	15622585	Male	39	96000	1
314	15733964	Female	38	50000	0
315	15753861	Female	49	141000	1
316	15747097	Female	39	79000	0
317	15594762	Female	39	75000	1
318	15667417	Female	54	104000	1
319	15684861	Male	35	55000	0
320	15742204	Male	45	32000	1
321	15623502	Male	36	60000	0
322	15774872	Female	52	138000	1
323	15611191	Female	53	82000	1
324	15674331	Male	41	52000	0
325	15619465	Female	48	30000	1
326	15575247	Female	48	131000	1
327	15695679	Female	41	60000	0
328	15713463	Male	41	72000	0
329	15785170	Female	42	75000	0
330	15796351	Male	36	118000	1
331	15639576	Female	47	107000	1
332	15693264	Male	38	51000	0
333	15589715	Female	48	119000	1
334	15769902	Male	42	65000	0
335	15587177	Male	40	65000	0
336	15814553	Male	57	60000	1
337	15601550	Female	36	54000	0
338	15664907	Male	58	144000	1
339	15612465	Male	35	79000	0
340	15810800	Female	38	55000	0
341	15665760	Male	39	122000	1
342	15588080	Female	53	104000	1
343	15776844	Male	35	75000	0
344	15717560	Female	38	65000	0
345	15629739	Female	47	51000	1
346	15729908	Male	47	105000	1
347	15716781	Female	41	63000	0
348	15646936	Male	53	72000	1
349	15768151	Female	54	108000	1
350	15579212	Male	39	77000	0
351	15721835	Male	38	61000	0
352	15800515	Female	38	113000	1
353	15591279	Male	37	75000	0
354	15587419	Female	42	90000	1
355	15750335	Female	37	57000	0
356	15699619	Male	36	99000	1
357	15606472	Male	60	34000	1
358	15778368	Male	54	70000	1
359	15671387	Female	41	72000	0
360	15573926	Male	40	71000	1
361	15709183	Male	42	54000	0
362	15577514	Male	43	129000	1
363	15778830	Female	53	34000	1
364	15768072	Female	47	50000	1
365	15768293	Female	42	79000	0
366	15654456	Male	42	104000	1
367	15807525	Female	59	29000	1
368	15574372	Female	58	47000	1
369	15671249	Male	46	88000	1
370	15779744	Male	38	71000	0
371	15624755	Female	54	26000	1
372	15611430	Female	60	46000	1
373	15774744	Male	60	83000	1
374	15629885	Female	39	73000	0
375	15708791	Male	59	130000	1
376	15793890	Female	37	80000	0
377	15646091	Female	46	32000	1
378	15596984	Female	46	74000	0
379	15800215	Female	42	53000	0
380	15577806	Male	41	87000	1
381	15749381	Female	58	23000	1
382	15683758	Male	42	64000	0
383	15670615	Male	48	33000	1
384	15715622	Female	44	139000	1
385	15707634	Male	49	28000	1
386	15806901	Female	57	33000	1
387	15775335	Male	56	60000	1
388	15724150	Female	49	39000	1
389	15627220	Male	39	71000	0
390	15672330	Male	47	34000	1
391	15668521	Female	48	35000	1
392	15807837	Male	48	33000	1
393	15592570	Male	47	23000	1
394	15748589	Female	45	45000	1
395	15635893	Male	60	42000	1
396	15757632	Female	39	59000	0
397	15691863	Female	46	41000	1
398	15706071	Male	51	23000	1
399	15654296	Female	50	20000	1
400	15755018	Male	36	33000	0
401	15594041	Female	49	36000	1