données entrainement.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	V	W	X	Y	Z	AA	AB	AC	AD	AE	AF	AG	AH	AI	AJ	AK	AL	AM	AN	AO	AP	AQ	AR	AS	AT	AU	AV	AW
1	code_insee	nomcommune	recettefonc	recettehab	annee	agric	indep	cadres	prointe	employ	ouvri	choma	pop	nadult	revmoy	revmoyadu	nfoyer	capitalimmo	surfaceb	prixm2	nondiph	bachelh	dipsuph	nondipf	bachelf	dipsupf	nbrlog	nbrproprio	agef	agem	popf014	popf1539	popf4059	popf60p	popm014	popm1539	popm4059	popm60p	foret	zones_humides	nature_nue	urbain	infra	industr	cultint	superficiemat	HC_ARC4	HC_ARC1P	dep3
2	56130	MERLEVENEZ	465460	653321	2017	10	88	81	278	366	288	53	3219	2388	16239.828	21891.125	1654	.000053122163	99.752464	2068.0483	626	203	213	750	199	225	1442	1083	42.213741	38.889938	300	411	468	456	377	359	480	368								1773.292940665036	24	0	56
3	29263	SAINT-SÉGAL	174471	148371	2017	15	39	7	144	92	78	8	1084	737	15088.592	22192.719	567	8.4553903e-06	92.663216	1051.2551	178	85	87	161	73	150	470	360	38.074627	36.242558	158	149	106	141	131	142	171	86								1638.964254260063	26	4	29
4	22108	LANLEFF	17658	14436	2017	6	0	12	10	8	22	6	129	95	15439.918	20965.781	71	8.9082448e-07	76.862671	1192.8857	12	11	22	25	6	28	43	32	45.274727	41.254547	16	16	14	28	12	12	16	15								222.4273998737335	36	4	22
5	44065	GRAND-AUVERNÉ	126165	95319	2017	36	11	15	40	80	68	10	775	549	13576.338	19165.139	412	5.2026771e-06	86.635048	973.8219	165	37	49	160	46	54	334	251	37.838848	41.506828	96	118	110	92	99	36	116	108								3470.523437023163	57	6	44
6	22198	PLEUMEUR-BODOU	896855	1102904	2017	34	146	272	283	295	138	60	3977	3398	22008.828	25759.006	2412	.000058926005	89.116737	2098.0486	698	280	594	783	287	588	2037	1716	51.080116	48.745674	215	305	611	879	232	357	583	795								2752.610673903488	14	0	22
7	29234	RÉDENÉ	406565	374611	2017	22	78	157	331	292	229	84	2875	2109	17931.334	24444.092	1492	.000039706287	105.94823	1605.0134	482	212	329	523	158	310	1260	1053	40.723206	38.972763	292	394	340	374	317	389	461	308								2465.362319478765	30	0	29
8	44146	ROUGÉ	323888	275243	2017	79	36	17	108	238	205	28	2217	1699	14388.834	18775.777	1207	.000018529823	95.447472	1084.2002	540	125	104	602	121	107	972	772	45.381603	41.347805	211	249	286	401	204	266	301	299								5676.62782617053	52	0	44
9	22135	LOUARGAT	487153	277412	2017	78	59	76	119	243	241	21	2360	1754	14411.092	19390.066	1349	.000016412503	87.048836	1002.1831	473	154	190	484	170	214	1056	838	43.278465	40.013855	246	303	267	382	234	329	287	312								5839.250547349453	21	0	22
10	35132	HIREL	159678	183008	2017	13	14	30	100	139	150	31	1354	1071	16551.08	20924.52	800	.000018646191	99.762482	1672.2113	368	60	58	328	122	102	625	518	48.105431	41.443104	110	114	199	251	109	207	190	174								994.9494617796736	28	0	35
11	56025	BRIGNAC	26413	17453	2017	9	0	6	16	4	3	0	195	139	11494.51	16125.391	104	8.3969837e-07	69.786507	805.65002	63	0	11	52	3	6	99	86	47.909092	43.324677	23	9	17	39	29	9	29	40								1323.14518737793	54	7	56
12	35169	MAXENT	150765	134653	2017	14	42	75	169	149	160	22	1514	1066	13536.472	19225.346	775	.000014341183	89.420334	1362.4553	239	104	181	283	105	108	630	516	39.561039	35.461456	133	246	162	157	218	237	223	138								4009.203058792744	39	7	35
13	56119	LOCOAL-MENDON	664876	512499	2017	55	122	131	389	372	281	125	3416	2542	17448.924	23448.277	1829	.000063211402	99.442467	2317.4651	637	234	344	668	265	296	1616	1299	42.990139	38.846764	323	410	418	490	373	482	500	420								4473.153015272692	25	0	56
14	56121	LORIENT	25277068	15799395	2017	18	1105	2698	4618	5292	4585	2041	57216	44798	15846.658	20239.35	36083	.00068839925	73.353241	2045.1254	9399	3149	5729	11661	3852	6395	33839	14617	44.455303	39.005646	4150	9249	7288	9555	4457	9806	6774	5937								1497.759075461887	0	0	56
15	22371	TRÉMOREL	502334	135589	2017	34	24	16	56	92	222	4	1185	849	14994.459	20928.662	633	9.2641958e-06	98.211609	1019.7646	318	68	50	255	58	59	491	382	41.651947	35.788368	86	135	155	110	181	208	170	140								3392.272653579712	41	8	22
16	22376	TRÉVÉ	334721	216680	2017	43	48	20	185	98	215	31	1665	1201	14933.649	20703.188	861	.000012873606	95.838989	1009.5852	346	115	116	302	71	185	693	528	39.881084	38.801617	205	202	215	195	175	219	246	208								2668.743103027344	42	0	22
17	56233	SAINT-PHILIBERT	569950	427813	2017	18	30	40	132	95	76	74	1476	1224	24703.629	29789.668	994	.000037430338	79.758263	3906.8252	238	81	167	421	106	180	813	659	55.303295	48.915245	92	133	187	425	113	104	161	261								729.8652207171544	25	0	56
18	29112	LANILDUT	205621	254206	2017	11	33	49	67	61	52	22	961	799	22064.666	26538.355	557	.000010880293	95.612549	1482.4338	155	57	109	191	87	130	490	437	49.363411	44.976288	78	68	140	225	43	139	113	155								583.8328506689286	35	0	29
19	29094	KERNOUËS	93502	93442	2017	5	20	29	61	94	33	43	700	573	16396.447	20030.564	377	6.4921733e-06	102.4446	1152.1738	149	29	65	146	63	53	340	297	43.003582	46.983585	68	100	105	114	27	58	142	86								775.2500627040863	32	4	29
20	22204	PLOËZAL	229295	150427	2017	34	48	28	52	77	104	26	1248	1042	14922.639	17872.795	712	.000010400568	100.05101	1035.698	320	69	145	315	63	90	615	486	46.436096	52.106998	111	122	152	250	48	112	207	246								2645.900297643617	26	0	22
21	35050	CARDROC	57688	63329	2017	0	9	23	106	35	26	12	566	377	16195.403	24314.584	273	8.1000271e-06	106.03741	1657.3834	105	9	88	53	17	85	217	192	35.303768	35.692932	71	46	78	38	93	78	93	69								734.1307067871094	30	7	35
22	22024	CALANHEL	55406	22400	2017	27	3	0	9	13	10	0	224	195	13050.778	14991.664	135	6.8113621e-07	70.262611	556.36206	80	23	0	46	19	10	109	84	43.420002	55.551384	16	26	52	20	5	15	47	43								1469.128154635429	42	8	22
23	29281	TOURCH	223088	144303	2017	44	25	31	66	59	159	29	1056	797	14041.031	18603.928	565	7.2868320e-06	92.023491	961.16998	226	84	55	218	63	88	416	341	42.25948	38.205379	78	151	149	143	128	113	185	109								1983.249438494444	31	4	29
24	35136	JANZÉ	1646964	1326549	2017	42	123	407	861	808	797	113	8340	6135	16190.532	22009.625	4286	.00010762012	84.420677	1917.6716	1503	434	682	1739	458	769	4283	2660	40.856319	38.736225	879	1260	1131	1101	851	1116	1157	845								4161.249633789063	36	0	35
25	22025	CALLAC	495715	357463	2017	7	26	32	81	149	187	31	2163	1847	15290.532	17906.561	1472	.000011989059	89.198608	756.40283	576	105	124	683	192	153	1075	792	58.163822	51.504433	95	176	276	611	155	155	224	471								3347.123279437423	41	0	22
26	29098	LAMPAUL-PLOUARZEL	458182	540257	2017	28	54	79	151	186	185	53	2146	1667	18617.715	23967.375	1233	.000024748852	87.947922	1660.1554	458	165	165	464	164	216	1040	906	47.680813	43.146313	169	223	257	426	232	165	352	322								404.7877275906503	35	0	29
27	22347	TRÉDARZEC	185907	161002	2017	15	37	22	46	101	88	21	1090	843	17235.141	22285.055	613	.000010641371	91.05191	1353.9655	258	88	57	238	46	113	530	436	45.882565	43.787712	99	99	154	192	104	121	153	168								1159.018316119211	25	4	22
28	22070	GUINGAMP	1956247	1251224	2017	0	82	219	349	551	621	214	6812	5522	12975.663	16006.92	4434	.000048104263	78.179482	1111.3837	1295	344	432	1752	342	456	3989	1410	44.501503	40.645496	410	1213	887	1215	423	1074	846	744								346.3084716796875	25	0	22
29	22065	GOUDELIN	299415	214687	2017	18	45	19	138	181	220	13	1812	1279	14968.802	21206.777	938	.000017692901	93.328041	1352.2288	339	141	88	351	166	131	760	588	40.561256	37.568935	193	291	185	282	237	226	186	212								2323.784851074219	31	0	22
30	35324	SELLE-EN-LUITRÉ	339122	27974	2017	13	2	11	60	45	107	12	582	416	15304.132	21411.072	269	6.6373264e-06	99.329018	1357.5758	98	51	29	129	61	28	228	176	38.981018	32.773193	53	86	104	44	77	95	109	14								860.548583984375	49	7	35
31	35334	THORIGNÉ-FOUILLARD	1302215	1951093	2017	17	156	1053	1057	777	265	216	8646	6293	21333.129	29309.746	4193	.0001520931	84.333023	2653.9641	892	485	1525	911	485	1615	2822	2247	38.31723	37.361126	868	1329	1319	786	973	1230	1313	828								1357.095524860546	18	0	35
32	22107	BON-REPOS-SUR-BLAVET	191271	152659	2017	56	39	2	100	80	109	22	1388	1180	13678.378	16089.482	787	8.6491036e-06	90.305649	938.46515	382	78	93	332	119	109	323	264	54.820179	48.183891	71	78	176	335	93	140	234	261								5512.808514928445	44	0	22
33	35358	VILLE-ÈS-NONAIS	131447	166711	2017	0	35	68	135	121	61	44	1194	847	18168.574	25611.896	627	.000018546747	95.883873	2002.4611	235	61	131	135	74	171	531	428	37.895588	39.248112	133	154	148	130	156	134	202	137								442.0627889297903	18	3	35
34	29031	CLOHARS-CARNOËT	1459235	1642399	2017	16	151	313	374	244	220	119	4349	3562	23233.732	28367.068	2816	.000061956896	85.088654	2092.8438	766	293	565	879	290	557	2131	1671	49.381073	45.442478	273	388	590	887	336	502	589	784								3536.274306685897	29	0	29
35	35330	TAILLIS	133076	139040	2017	26	15	28	93	143	107	14	964	670	14602.262	21009.822	477	.000010642549	100.81355	1313.4095	209	52	59	144	116	40	458	337	35.683296	33.859192	117	156	120	87	111	176	131	66								1310.178955078125	47	8	35
36	29177	PLOUARZEL	954374	920669	2017	24	99	157	379	375	252	78	3734	2707	18412.033	25397.316	1954	.000045933379	92.837021	1658.6544	659	274	309	699	291	328	1749	1460	40.770668	38.818741	384	459	550	483	468	416	526	448								4283.611677159322	32	0	29
37	22086	KERFOT	118334	92169	2017	23	24	35	41	73	74	17	703	536	16190.493	21234.92	409	8.0831651e-06	100.09682	1447.051	108	45	82	120	64	66	286	232	41.49118	38.026093	62	119	79	108	55	132	82	66								583.4823023071513	43	5	22
38	29062	GOUÉZEC	171734	115954	2017	52	8	44	95	108	134	17	1111	874	15343.883	19504.637	632	7.1036466e-06	90.509377	888.59241	249	101	96	164	82	124	497	402	42.889988	41.386234	80	123	156	126	96	182	181	167								3112.886773096398	23	8	29
39	22283	SAINT-CLET	121558	92128	2017	40	5	23	68	85	135	11	882	693	15805.741	20116.398	529	6.5843374e-06	89.059143	1052.2842	191	95	43	208	93	52	406	316	48.002247	42.376965	43	118	106	152	102	100	147	114								1483.542602539063	30	4	22
40	29048	EDERN	293650	290581	2017	19	32	49	254	274	244	44	2233	1635	15461.388	21116.377	1192	.000018103248	90.160271	1124.3824	408	160	204	369	194	179	938	783	37.68803	38.877998	251	320	310	224	218	327	337	246								4032.048046827316	18	0	29
41	29080	HÔPITAL-CAMFROUT	374358	520527	2017	1	49	178	207	168	122	25	2220	1571	19826.203	28016.66	1180	.00002308689	87.346214	1464.9601	286	190	245	327	100	371	973	843	40.150417	40.5452	257	267	295	324	298	201	253	325								1319.873115668539	26	0	29
42	22231	PLOURAC'H	82655	35697	2017	45	4	0	5	10	37	0	364	298	11834.343	14455.372	202	1.4785995e-06	79.777306	723.58246	113	44	8	54	45	31	174	148	47.154037	49.904732	32	20	74	48	27	13	80	70								3258.839773463085	49	11	22
43	29022	CAMARET-SUR-MER	775434	843769	2017	3	74	43	138	220	164	65	2612	2214	18007.805	21244.98	1678	.000027075306	85.420593	1552.2867	549	259	188	815	185	177	1412	1109	53.731262	49.667496	187	169	368	679	132	225	351	501								1313.960871707997	59	0	29
44	56009	BANGOR	138285	219603	2017	5	38	37	50	87	90	26	970	770	24527.057	30897.721	667	.000023299528	84.854118	3423.0735	171	55	136	177	62	130	509	377	47.529881	43.531666	53	122	113	183	100	111	118	170								2565.95046363771	91	0	56
45	35150	LÉCOUSSE	633710	566122	2017	29	35	138	293	277	228	38	3257	2613	20843.479	25980.563	1681	.00004420567	100.17025	1699.9691	701	151	234	771	166	304	1348	1155	44.925781	43.953033	273	375	497	569	224	360	426	533								1111.225824190304	41	0	35
46	35337	TINTÉNIAC	1093220	531798	2017	14	58	190	419	288	296	58	3570	2623	16337.013	22235.279	1957	.000048168884	88.13282	1872.5439	650	242	344	615	233	406	1644	1040	41.715561	39.518513	360	476	398	517	390	508	440	481								2347.394559750916	26	0	35
47	56164	PLOEREN	1925546	1339630	2017	17	179	492	795	661	299	240	6733	5253	20554.229	26345.254	3619	.00013622861	95.920845	2690.0918	1102	351	917	1162	400	859	2873	2207	42.622955	41.025757	553	812	1092	872	573	960	1017	854								2048.593046575785	14	0	56
48	35063	CHAPELLE-SAINT-AUBERT	51110	35434	2017	4	4	14	22	78	48	0	436	308	16606.158	23507.416	220	4.6888395e-06	98.536873	1349.9249	62	42	47	109	17	38	187	154	38.479301	42.474163	55	70	57	47	49	49	40	69								998.2323455810547	38	5	35
49	56105	LANVÉNÉGEN	212766	106854	2017	67	20	2	69	85	133	38	1162	938	14252.584	17656.186	708	6.9875400e-06	82.185402	908.88977	308	46	66	313	73	56	573	458	47.748238	44.564968	80	126	129	234	95	119	201	178								3032.820861339569	43	5	56
50	44066	GRANDCHAMPS-DES-FONTAINES	1176720	1379136	2017	0	140	437	888	656	474	68	5980	4129	18465.908	26744.041	2800	.00011326449	97.018456	2416.7913	820	339	741	769	392	759	1843	1539	33.882561	35.684139	773	1016	854	417	693	909	861	457								3401.986445868388	30	0	44
51	22122	LAURENAN	155800	98785	2017	42	28	0	37	75	56	11	735	583	13354.863	16836.748	417	3.4246170e-06	91.867279	630.78424	179	42	41	168	68	59	318	264	49.331944	41.663834	47	68	92	149	73	94	88	124								3112.913955688477	49	7	22
52	56032	CAMPÉNÉAC	251673	232455	2017	4	53	58	169	221	175	23	1935	1467	14363.849	18946.182	1044	.000016694645	83.482109	1308.7373	414	130	129	362	122	195	837	641	41.185337	42.171593	179	260	289	262	198	193	310	244								6076.194702260196	40	0	56
53	22344	TRÉBRIVAN	122870	75631	2017	0	3	18	57	44	78	4	724	574	14334.586	18080.559	429	4.1833200e-06	81.259178	865.24274	125	64	48	177	67	65	297	233	52.712727	44.659477	57	76	72	194	66	60	78	121								2300.406193733215	54	5	22
54	22141	MANTALLOT	49657	21949	2017	0	5	4	31	19	19	5	246	174	12958.044	18319.992	118	2.5524605e-06	104.46189	1323.064	31	28	38	37	15	35	65	35	38.625	41.454544	31	32	38	21	28	35	27	34								287.1052856445313	18	5	22
55	29289	TRÉGARVAN	23847	21528	2017	25	0	0	2	6	0	0	121	99	17928.605	21912.74	93	8.2246493e-07	78.501617	1096.4766	2	17	24	19	5	40	73	62	61.653843	42.799999	6	11	4	47	12	11	9	21								968.7885192184476	36	6	29
56	22272	SAINT-AGATHON	1128064	347841	2017	4	68	73	166	203	159	27	2293	1823	19307.551	24285.361	1272	.000028486347	87.27858	1788.2867	517	118	185	514	120	250	904	708	46.004574	45.968864	182	291	333	391	191	196	338	371								1462.750427246094	31	0	22
57	44220	VUE	207517	214161	2017	6	31	40	101	286	237	36	1732	1146	14270.845	21568.152	839	.000022292679	87.882225	1928.6564	359	70	90	289	82	156	643	547	35.000992	30.928869	177	304	228	111	286	310	216	100								1956.523941562278	31	0	44
58	29113	LANMEUR	397766	367411	2017	63	15	20	176	156	206	21	2196	1769	16320.358	20259.756	1369	.000019570394	88.196945	1227.6598	544	107	118	692	134	125	949	721	51.351021	48.324654	220	190	252	562	126	216	248	382								2651.011779785156	32	0	29
59	22300	SAINT-HERVÉ	159767	51865	2017	10	0	12	17	34	82	0	422	337	14218.303	17804.523	220	3.4822419e-06	84.493729	1283.1636	99	21	27	101	12	44	163	130	44.485771	39.8204	29	59	73	53	30	72	62	44								998.1461617946625	32	2	22
60	22189	PLÉSIDY	105260	46741	2017	89	10	4	28	58	78	22	628	424	12059.41	17861.578	324	4.1421931e-06	86.472649	973.1922	120	63	44	119	23	26	298	214	33.775303	34.939281	76	85	63	41	94	87	122	60								2621.095682144165	39	8	22
61	29073	GUIMAËC	233424	202601	2017	16	39	0	47	80	76	30	936	740	17164.799	21711.15	577	9.3306317e-06	92.978539	1319.7324	262	27	96	218	72	72	493	407	48.281792	45.429676	69	90	100	193	91	89	155	149								1905.277050138451	34	0	29
62	44192	SAINT-VIAUD	370127	203716	2017	16	62	103	183	277	314	42	2501	1771	15664.032	22120.691	1311	.000033834505	88.818802	1890.1171	576	125	149	520	153	143	1019	775	37.485546	38.168011	281	393	299	266	301	346	305	310								3249.252983409679	25	0	44
63	56209	SAINTE-BRIGITTE	30253	14758	2017	0	6	17	14	17	8	12	178	146	14595.71	17794.77	112	1.1147220e-06	75.805595	1034.6646	52	17	8	34	17	5	74	64	42.729816	51.035046	20	16	18	27	4	26	24	43								1771.195962190628	59	10	56
64	35032	BOURGBARRÉ	633232	651211	2017	21	97	315	587	412	338	85	4127	2918	18382.787	25999.232	1986	.00006260784	87.385239	2159.4236	590	256	485	587	247	494	1435	1189	37.54258	35.08382	427	638	538	403	521	666	605	329								1479.027890205383	27	0	35
65	22085	KERBORS	69968	55500	2017	15	4	15	27	2	38	0	309	266	18901.592	21957.109	195	4.6452055e-06	81.614494	2324.0491	82	27	28	69	29	37	191	152	56.286949	48.474518	15	15	31	84	18	36	50	60								703.3375269892858	32	11	22
66	35245	ROMILLÉ	493682	608817	2017	33	103	294	522	362	265	44	3902	2767	16982.52	23948.605	1946	.000057612728	94.3032	1948.4017	557	247	445	540	245	566	1673	1176	39.423077	37.188686	450	522	570	424	480	505	562	389								2896.094509124756	26	0	35
67	22341	TRAMAIN	99650	103850	2017	11	28	10	56	66	115	0	680	490	14981.898	20791.207	387	6.4749138e-06	94.792961	1225.7614	108	66	48	132	50	53	304	222	37.65995	34.863373	73	119	83	75	65	140	76	49								937.1382751464844	25	5	22
68	29030	CLÉDER	785710	645669	2017	131	139	79	275	373	398	46	3779	2940	17121.434	22007.447	2247	.000033881523	89.227982	1251.3894	791	201	320	916	232	338	1958	1461	45.298321	42.953133	380	378	584	636	287	482	558	474								3747.92448425293	44	0	29
69	35304	SAINT-OUEN-DES-ALLEUX	216101	257906	2017	25	46	68	123	127	139	14	1265	864	16718.467	24477.848	700	.00001275978	93.64666	1309.3429	253	73	100	244	84	103	577	393	37.424206	36.813107	175	130	191	126	167	164	180	132								1542.953643798828	35	0	35
70	44122	PETIT-MARS	509928	817906	2017	3	79	248	520	400	345	73	3660	2650	16799.154	23201.85	1711	.000054921456	95.509384	1988.7509	709	158	348	529	211	482	1669	1424	38.159546	35.050488	328	543	548	330	456	587	564	304								2620.469142715447	36	0	44
71	56210	SAINT-CARADEC-TRÉGOMEL	71224	43994	2017	37	15	0	8	36	79	9	511	389	12453.122	16358.729	277	2.7469703e-06	90.708832	785.72516	127	42	44	106	26	34	236	198	46.978134	41.129585	30	50	45	81	66	81	78	80								1609.480920791626	47	3	56
72	35190	MONTHAULT	40557	33199	2017	10	0	0	4	20	24	0	258	198	11090.985	14451.892	136	2.1014475e-06	118.60345	832.68903	68	17	10	70	4	22	117	84	45.3125	42.406353	19	25	48	28	32	19	56	31								835.0765733718872	54	6	35
73	29074	GUIMILIAU	155658	153996	2017	7	39	20	54	139	155	30	1015	697	13666.978	19902.414	525	7.4492177e-06	93.43544	984.04596	204	58	75	221	59	54	467	357	38.448097	36.072216	122	124	148	107	148	114	173	79								1130.3701171875	34	0	29
74	22333	SAINT-VRAN	167668	114747	2017	26	17	10	10	48	138	6	718	541	15833.014	21013.133	430	4.3750488e-06	83.982292	854.79291	172	58	25	155	58	42	311	242	39.774555	41.935146	78	89	111	92	67	69	137	75								2834.067733764648	45	5	22
75	35311	SAINT-SÉGLIN	54659	57326	2017	11	10	11	28	70	68	10	592	419	11617.091	16413.646	326	3.8031365e-06	75.049149	1115.0317	121	19	15	165	29	43	237	187	43.313435	35.66708	64	92	87	96	79	59	64	51								946.6538696289063	56	9	35
76	35072	CHÂTILLON-EN-VENDELAIS	336440	247386	2017	56	49	84	134	126	142	21	1680	1240	15088.362	20442.299	907	.000013999246	88.082077	1178.8917	373	88	103	324	94	157	766	502	41.242386	38.942295	174	195	252	212	181	231	252	183								3215.727600097656	43	0	35
77	56213	SAINT-GÉRAND	349199	106445	2017	0	36	6	128	147	131	20	1113	826	16417.354	22121.688	593	7.6291763e-06	84.049126	1013.8578	227	64	48	219	76	108	469	374	39.529716	36.329155	104	176	174	118	112	180	149	100								1831.746353149414	47	0	56
78	29251	SAINT-JEAN-DU-DOIGT	169434	132764	2017	3	9	37	50	29	33	14	630	503	18083.883	22649.795	378	6.6681146e-06	94.362968	1372.938	129	22	73	111	39	117	294	251	42.867794	49.900196	85	78	84	120	12	71	71	109								1993.681936904788	39	3	29
79	44188	SAINT-PHILBERT-DE-GRAND-LIEU	1578244	1618308	2017	40	172	440	1044	1077	713	139	9002	6547	16869.732	23195.561	4489	.00013735688	92.701965	2068.4998	1582	534	752	1649	569	885	3593	2655	40.329124	36.285496	811	1291	1308	1004	1122	1319	1345	802								9781.803762719152	30	0	44
80	44174	SAINT-LUMINE-DE-COUTAIS	192805	243337	2017	32	22	80	289	233	297	45	2160	1476	14827.199	21698.342	1108	.000027047985	88.689003	1756.7783	451	110	160	388	135	166	855	684	33.850704	35.01619	295	341	258	169	247	370	307	173								1775.756211390719	36	0	44
81	56220	SAINTE-HÉLÈNE	207159	333916	2017	12	16	41	82	113	181	31	1270	946	19660.367	26393.938	710	.000021886401	97.315834	2246.1145	274	99	85	256	105	135	611	489	43.303535	42.586033	124	176	165	203	143	109	178	172								1073.043383482844	29	0	56
82	44068	GUENROUET	519992	471003	2017	44	80	56	370	325	373	58	3405	2408	14131.27	19982.129	1881	.000030445033	83.455795	1356.6016	636	292	224	740	232	245	1492	1227	41.938328	37.361271	385	435	405	491	442	413	475	359								6979.767935364041	50	0	44
83	29168	PLOGOFF	240436	275925	2017	5	29	29	35	84	43	28	1188	1061	17196.914	19255.357	791	.000010490528	81.619034	1302.4513	350	109	53	381	82	62	693	654	61.173141	52.720127	13	103	116	348	73	100	131	304								1200.80139027629	52	0	29
84	22118	LANVALLAY	819188	809802	2017	28	69	153	466	398	207	83	4231	3344	18061.582	22852.438	2439	.000054250526	91.240303	1768.5681	774	251	435	1004	154	548	1694	1239	47.313564	43.641998	378	485	512	859	306	530	524	637								1487.304628413171	30	0	22
85	29039	CONCARNEAU	8024534	6775466	2017	14	381	709	1529	1631	1352	560	19083	15865	20818.486	25041.232	13116	.00024485544	77.657326	2061.2937	3637	1200	1850	4512	1423	2330	10854	6907	50.361866	45.792057	1271	1901	2846	4312	1129	2189	2578	2857								4079.115995848901	29	0	29
86	35239	RETIERS	827024	632511	2017	38	86	155	295	603	442	70	4385	3189	14875.372	20454.219	2308	.000046391986	88.143784	1504.4274	968	216	283	983	284	314	1736	1234	42.191486	39.834778	495	534	618	587	480	571	623	477								4208.665370002389	47	0	35
87	29076	MILIZAC-GUIPRONVEL	862569	793121	2017	19	142	235	553	521	425	99	5160	3625	15827.849	22530.125	2149	.000061921215	102.1969	1685.098	795	353	519	889	307	592	334	290	40.855591	35.843182	535	676	678	615	725	701	719	511								4187.773832219653	29	0	29
88	56054	ERDEVEN	667215	704153	2017	12	156	123	308	266	180	129	3605	2915	19709.135	24374.418	2376	.000060601265	73.839607	2788.0938	713	257	289	873	267	337	1816	1389	47.346245	45.023563	274	416	469	761	255	388	471	571								3040.71350787126	29	0	56
89	29178	PLOUDALMÉZEAU	1422244	1784088	2017	43	137	262	689	590	372	87	6279	4903	18178.936	23280.754	3449	.000076198288	92.936615	1621.5568	1021	527	705	1284	372	720	2951	2448	46.738186	42.114334	473	687	828	1110	619	731	951	880								2412.185996525455	36	0	29
90	35220	PIRÉ-CHANCÉ	394784	368775	2017	42	51	128	280	305	289	41	2616	1759	16324.872	24278.49	1278	.000040153162	99.566971	1731.2678	428	180	291	383	113	309	954	725	35.527729	32.818027	310	392	265	245	380	441	408	175								4184.209440231323	38	0	35
91	35041	BRIE	175878	108352	2017	0	30	41	120	83	112	35	928	601	16007.662	24717.318	458	.000013360517	88.917976	1969.7794	163	67	71	112	55	118	316	220	32.649246	32.680122	118	145	120	57	149	154	127	58								1369.219039916992	36	5	35
92	35002	AMANLIS	169316	185334	2017	28	51	120	238	206	100	36	1760	1209	17265.285	25133.916	818	.000026185062	100.28722	1891.6451	278	93	189	269	141	209	625	508	37.029247	34.305943	218	278	219	167	222	275	243	138								2554.203857421875	38	0	35
93	44027	CASSON	283946	489889	2017	15	38	101	349	352	89	25	2245	1567	16999.566	24354.836	1043	.000040505071	106.39128	2058.8132	348	124	246	240	168	281	1042	874	34.262821	34.883324	290	288	373	136	264	334	372	188								1624.279115617275	39	0	44
94	35106	ERCÉ-EN-LAMÉE	224552	192621	2017	60	58	46	136	163	171	44	1488	1091	14340.497	19558.809	797	.000011120037	86.773666	1066.1149	332	79	107	325	55	126	677	558	40.374126	38.258896	143	185	226	158	174	217	231	154								3927.135035932064	41	0	35
95	29182	PLOUÉGAT-GUÉRAND	175316	134168	2017	18	25	18	101	63	72	21	1049	780	16285.535	21901.957	596	8.4282110e-06	93.052055	1057.1887	166	75	98	212	56	123	467	365	49.035931	39.302284	70	106	119	207	156	111	112	168								1743.850841104984	31	0	29
96	22091	KERMOROC'H	60084	43734	2017	4	4	11	30	19	91	0	467	285	13322.594	21830.355	225	4.1972494e-06	97.300934	1178.1224	75	44	27	71	21	36	172	131	31.917957	31.501417	74	52	66	22	85	64	80	24								616.8436889648438	24	8	22
97	35284	SAINT-JOUAN-DES-GUÉRETS	623601	553041	2017	10	109	67	136	212	178	53	2605	2148	20478.592	24835.537	1543	.000049885573	91.086449	2577.7388	548	151	208	644	181	278	1425	1018	49.364033	45.810844	169	250	438	504	179	294	309	462								927.1270673424006	12	0	35
98	35143	LANDUJAN	92144	88635	2017	0	34	39	118	127	88	8	938	643	14573.918	21260.242	457	.000011535581	96.848038	1588.215	176	25	103	188	62	75	392	320	38.904247	36.419823	122	96	134	103	128	128	146	81								1451.44151365757	34	5	35
99	22320	SAINT-NICODÈME	38240	13921	2017	10	17	6	0	9	1	0	160	144	11150.328	12389.254	87	8.7054752e-07	76.360596	845.12592	56	16	5	30	4	28	69	54	51.388889	54.489304	8	14	20	34	2	16	39	27								1723.786296397448	51	13	22
100	22105	LANGUENAN	156106	106427	2017	25	56	15	104	159	191	24	1177	873	14824.455	19986.693	628	.000013063507	90.640335	1554.0458	254	112	58	230	84	90	501	380	39.489643	35.625313	112	139	224	87	121	216	207	71								1608.642791748047	33	6	22