ArtStudies/M2/Time Series/project/data/DANJOU_EcoSeriePIB.csv

1	time	PIB	EUR_USD	Dette	Interet	IndusProd	IndusPrixProd	ConstrPermis	ConstrMainDoeuvre	ServiceCA	ServicePrixProd	CommerceMainDoeuvre	HabitatValTransac	CPIEduc	CPIFood
2	1990-01-01	750175.6	1.2055	NA	9.86333	313.5	NA	NA	NA	NA	NA	NA	NA	NA	NA
3	1990-04-01	767945.9	1.2227	NA	9.63667	312.1	NA	NA	NA	NA	NA	NA	NA	NA	NA
4	1990-07-01	743388.2	1.2965	NA	10.06333	284.6	NA	NA	NA	NA	NA	NA	NA	NA	NA
5	1990-10-01	782875	1.3666	NA	10.16667	324.1	NA	NA	NA	NA	NA	NA	NA	NA	NA
6	1991-01-01	771177.6	1.3413	NA	9.33333	315.4	NA	NA	NA	NA	NA	NA	NA	NA	NA
7	1991-04-01	783410.9	1.1876	NA	8.96	324.6	NA	NA	NA	NA	NA	NA	NA	NA	NA
8	1991-07-01	766801.2	1.1768	NA	9.04333	295.2	NA	NA	NA	NA	NA	NA	NA	NA	NA
9	1991-10-01	806403.7	1.2545	NA	8.81	329.6	NA	NA	NA	NA	NA	NA	NA	NA	NA
10	1992-01-01	812023.6	1.2626	NA	8.53	322.9	NA	NA	NA	NA	NA	NA	NA	NA	NA
11	1992-04-01	819764.3	1.2718	NA	8.67	312.9	NA	NA	NA	NA	NA	NA	NA	NA	NA
12	1992-07-01	805635.6	1.3859	NA	8.89667	284.3	NA	NA	NA	NA	NA	NA	NA	NA	NA
13	1992-10-01	862678.4	1.2681	NA	8.25	313.5	NA	NA	NA	NA	NA	NA	NA	NA	NA
14	1993-01-01	861110.8	1.1905	NA	7.67	304.6	NA	NA	NA	NA	NA	NA	NA	NA	NA
15	1993-04-01	872688.8	1.2068	NA	7.09	298.9	NA	NA	NA	NA	NA	NA	NA	NA	NA
16	1993-07-01	838870.6	1.1503	NA	6.4	277.6	NA	NA	NA	NA	NA	NA	NA	NA	NA
17	1993-10-01	873540.7	1.14	NA	5.93	309.4	NA	NA	NA	NA	NA	NA	NA	NA	NA
18	1994-01-01	881411.9	1.1252	NA	5.99	304.6	NA	85.2	NA	NA	NA	NA	NA	NA	NA
19	1994-04-01	896360.4	1.1634	NA	7.05	313.9	NA	92.4	NA	NA	NA	NA	NA	NA	NA
20	1994-07-01	881445.1	1.2268	NA	7.7	291.6	NA	94.8	NA	NA	NA	NA	NA	NA	NA
21	1994-10-01	921377.2	1.2402	NA	8.12	322.7	NA	92.1	NA	NA	NA	NA	NA	NA	NA
22	1995-01-01	922922.5	1.2733	NA	8.09	320.1	201.9	82.7	NA	NA	NA	NA	NA	NA	NA
23	1995-04-01	934777.4	1.331	NA	7.6	317	202.6	90.1	NA	NA	NA	NA	NA	NA	NA
24	1995-07-01	916275.9	1.3124	NA	7.37	291	203	84.1	NA	NA	NA	NA	NA	NA	NA
25	1995-10-01	955184	1.3174	NA	7.09	319.3	202.9	84.9	NA	NA	NA	NA	NA	NA	NA
26	1996-01-01	961692.3	1.2873	NA	6.56	313.6	204.7	79.8	NA	NA	NA	NA	NA	74.29	74.38
27	1996-04-01	969247.4	1.2545	NA	6.5	308.6	204.4	83.3	NA	NA	NA	NA	NA	75.15	75.16
28	1996-07-01	944225.6	1.2742	NA	6.34	283.9	204	88.1	NA	NA	NA	NA	NA	75.1	75.17
29	1996-10-01	977074.4	1.2619	NA	5.85	314.5	203.7	85.3	NA	NA	NA	NA	NA	75.37	75.62
30	1997-01-01	957658.7	1.179	NA	5.6	301.5	203.6	76	NA	NA	NA	NA	NA	75.63	75.57
31	1997-04-01	982046.3	1.1435	NA	5.71	315.4	203.9	86.5	NA	NA	NA	NA	NA	75.89	76.06
32	1997-07-01	952875.7	1.0933	NA	5.52	294.8	204.4	92.5	NA	NA	NA	NA	NA	75.88	75.99
33	1997-10-01	1010581.7	1.1234	NA	5.49	324.2	203.9	93.5	NA	NA	NA	NA	NA	76.19	76.26
34	1998-01-01	1004066.3	1.0868	NA	5.03	322	205.5	85.9	NA	NA	NA	NA	NA	76.05	76.12
35	1998-04-01	1023732.8	1.1004	NA	4.94	317.2	205.8	100.3	NA	NA	NA	NA	NA	76.67	76.68
36	1998-07-01	1004151.5	1.1177	NA	4.5	296.6	205.3	108.9	NA	NA	NA	NA	NA	76.48	76.38
37	1998-10-01	1055023.2	1.177	NA	4.09	332.8	204.3	142.3	NA	NA	NA	NA	NA	76.55	76.61
38	1999-01-01	1042757	1.1216	NA	3.94	324.8	206.1	96.7	NA	231.1	NA	NA	NA	76.28	76.2
39	1999-04-01	1065198	1.0569	NA	4.2	325.2	207.5	115.2	NA	247.9	NA	NA	NA	77.05	76.97
40	1999-07-01	1049413	1.0486	NA	5	308.6	207.6	121.6	NA	252	NA	NA	NA	76.8	76.86
41	1999-10-01	1105362	1.038	NA	5.28	343.9	208.6	122.2	NA	269.7	NA	NA	NA	77.16	77.27
42	2000-01-01	1103760	0.9865	75.2	5.57	350.8	212.7	116.2	59.6	255.4	NA	63.9	NA	77.56	77.61
43	2000-04-01	1122467	0.9332	75.9	5.38	337.7	215	127.2	62.5	268.9	NA	65.7	NA	78.06	78.02
44	2000-07-01	1103728	0.9052	76.3	5.39	313.5	216.9	129.3	58.6	275.5	NA	66.4	NA	78.29	78.31
45	2000-10-01	1165939	0.8683	75.9	5.23	352.4	219.6	130.4	68.6	294.4	NA	73.3	NA	78.82	78.84
46	2001-01-01	1157725	0.9232	76.9	4.9	352.4	223.4	119	64.4	278.2	NA	68	NA	78.59	78.56
47	2001-04-01	1168316	0.8725	77.7	5.12	341.9	224.5	126.5	66.9	293.7	NA	69.7	NA	79.67	79.48
48	2001-07-01	1146396	0.8903	78.1	5.01	321	225	126.5	62.4	297.7	NA	70.2	NA	80.1	79.76
49	2001-10-01	1205968	0.8959	78.1	4.72	350.8	224.5	123.8	71.8	314.7	NA	76.9	NA	80.32	80.12
50	2002-01-01	1191524	0.8766	79.5	5.05	345.1	226.6	107.2	67.2	293.5	NA	71	NA	80.63	80.14
51	2002-04-01	1207685	0.9188	80.1	5.2	339.4	227.4	117.4	69.8	309.5	NA	72.8	NA	81.39	80.96
52	2002-07-01	1189912	0.9838	79.8	4.7	314.7	228.4	118.1	64.4	316.5	NA	72.7	NA	81.32	81.08
53	2002-10-01	1243113	0.9994	80.1	4.49	342.8	228.5	117.9	74.1	327.5	NA	79.7	NA	81.84	81.63
54	2003-01-01	1226209	1.0731	81	4.11	346.6	231.4	108.7	69	308.2	NA	73.1	NA	82.06	81.8
55	2003-04-01	1229568	1.1372	81.7	3.93	331.8	231.5	117.7	71.7	320.2	NA	75.1	NA	82.93	82.57
56	2003-07-01	1220255	1.1248	81.8	4.13	310	232.4	124.3	66.6	328.9	NA	74.8	NA	82.88	82.59
57	2003-10-01	1285373	1.189	81	4.34	351.1	231.9	122.9	76.6	337.8	NA	81.9	NA	83.65	83.38
58	2004-01-01	1279560	1.2497	81.6	4.11	356.2	233.4	115.6	73.5	322	NA	75.6	NA	83.81	83.63
59	2004-04-01	1293621	1.2046	81.7	4.3	344.8	235.1	128.2	75.9	338.1	NA	77.5	NA	84.83	84.62
60	2004-07-01	1270569	1.222	81.5	4.16	314.7	236.9	130.5	70.7	342.5	NA	77.5	NA	85	84.93
61	2004-10-01	1335757	1.2977	82	3.83	350.4	237.6	129.7	81.3	354.7	NA	84.6	NA	85.55	85.6
62	2005-01-01	1320800	1.3113	83.7	3.64	347.7	241.5	125.6	76.4	331.4	NA	78.2	NA	85.14	85.17
63	2005-04-01	1346973	1.2594	83.9	3.37	347.2	242.3	141.1	80.3	352.1	NA	79.8	NA	86.49	86.38
64	2005-07-01	1312241	1.2199	83.5	3.23	314.2	245.5	145.2	74.9	354.3	NA	79.9	NA	86.47	86.53
65	2005-10-01	1384870	1.1884	82.6	3.39	348.5	249.7	144	86.8	366.4	NA	87.6	NA	87.26	87.38
66	2006-01-01	1375287	1.2023	83.1	3.51	358.1	255.2	145	82.9	356.5	277.4	80.8	88.62	87.04	87.07
67	2006-04-01	1405661	1.2582	82.8	3.99	345	255.8	148.9	86.7	369.8	279.5	82.7	98.77	88.18	88.15
68	2006-07-01	1374284	1.2743	82.6	3.9	314.7	257.5	149.4	80.8	375.7	281.6	82.8	108.68	88.3	88.35
69	2006-10-01	1458520	1.2887	82	3.79	353.1	257.2	155.3	94.3	392.9	282.2	90.8	93.95	88.18	88.32
70	2007-01-01	1443156	1.3106	82.3	4.06	357.4	258.9	146.2	89.4	377.4	284.5	84.2	93	88.12	88.21
71	2007-04-01	1473671	1.3481	82.4	4.39	342.4	259.7	146.7	93	391.9	288.2	85.9	110.3	89.24	89.25
72	2007-07-01	1449845	1.3738	81.8	4.44	326.4	261.2	156.9	87.1	401.2	290.7	85.9	114.01	89.29	89.36
73	2007-10-01	1529679	1.4486	81.4	4.33	358.2	267.5	141.6	100.9	416.8	295.5	94	92.02	90.08	90.14
74	2008-01-01	1504075	1.4976	81.7	4.08	365.5	273.4	135.8	97.4	400.8	294.8	87.8	86.48	90.89	91.02
75	2008-04-01	1530736	1.5622	81.6	4.47	349.6	277	137.3	100.5	415.5	303	89.2	91.32	92.23	92.3
76	2008-07-01	1486556	1.505	81.7	4.48	317.4	281.1	132.8	93	420.1	302.4	88.9	89.69	92.93	92.86
77	2008-10-01	1532344	1.318	82.7	3.9	331.7	282.5	126.5	105.5	431.6	294.4	96.5	63.61	92.76	92.87
78	2009-01-01	1460294	1.3029	84.4	3.64	323.4	276.9	111.7	98	393.9	290.7	88.2	53.86	91.56	91.67
79	2009-04-01	1473949	1.3632	85	3.79	299.1	270.1	109.8	100.1	401.9	292	89.2	73.14	92.28	92.42
80	2009-07-01	1441665	1.4303	85.1	3.64	281.3	271.3	118.4	90.8	409.4	292.1	87.9	84.32	92.04	92.38
81	2009-10-01	1520417	1.4779	84.2	3.53	311.6	276.1	117.6	103.7	426.2	292.3	95.7	80.82	92.46	92.78
82	2010-01-01	1484658	1.3829	84.2	3.49	324.3	278.6	113.6	96.8	401.9	292.1	88.6	82.53	92.64	92.82
83	2010-04-01	1521477	1.2708	84.3	3.18	314.9	280	123.2	99.9	425.6	292.5	90.2	97.65	94.06	94.09
84	2010-07-01	1498207	1.291	84.7	2.78	292.2	282.3	130.5	92.4	433	291.8	89.4	108.38	93.82	93.95
85	2010-10-01	1572205	1.3583	84	3.02	323.7	285.6	126.6	105.3	452.4	292.1	97.6	101.84	94.17	94.44
86	2011-01-01	1547800	1.368	84.6	3.55	337.8	290.2	123.7	100.7	430.7	292.6	91.2	91.63	94.47	94.72
87	2011-04-01	1570885	1.4391	85.8	3.54	310.2	293.2	130	102.7	451.9	295.2	93	104.76	96.2	96.37
88	2011-07-01	1535740	1.4127	85.5	3.01	286.9	295.3	138.9	94.1	458	295.5	91.7	120.74	95.81	96.04
89	2011-10-01	1608067	1.3482	85	3.19	315.1	298.6	132.2	108.5	477.4	296.9	100.1	114.91	96.62	96.86
90	2012-01-01	1578132	1.3108	85.4	3.05	329.6	302	124.8	101.7	450.9	295.7	93.2	100.11	96.95	97.21
91	2012-04-01	1590556	1.2814	84.9	2.77	302.2	302.3	122.5	103.5	462.7	297.9	94.8	88.51	98.54	98.62
92	2012-07-01	1559607	1.2502	84.7	2.21	277.9	306	131	95.5	469.2	297.5	93.8	92.6	97.99	98.08
93	2012-10-01	1628415	1.2967	83.6	2.11	313.7	308.1	120.9	109.1	493	297.3	101.8	82.08	98.68	98.71
94	2013-01-01	1586624	1.3206	84.2	2.16	321.3	316.6	125.9	101.2	446.8	296.3	94.1	79.11	98.3	98.38
95	2013-04-01	1615144	1.3062	84.4	1.96	299.9	304.9	106.5	103.4	473.1	297.2	96.1	93.59	99.36	99.28
96	2013-07-01	1584325	1.3242	84.3	2.37	279.1	304.2	111	95.6	479.4	298.2	94.6	94.48	99.21	99.12
97	2013-10-01	1655510	1.361	83.6	2.33	307.8	310.2	108	109.1	500.4	297.5	102.6	93.25	99.38	99.47
98	2014-01-01	1619221	1.3696	84.2	2.26	312.4	406.4	103.5	102.2	462	297.6	95.8	84.04	99.05	99.16
99	2014-04-01	1636694	1.3711	84.2	1.86	286.7	398.5	95.2	102.9	480.2	298.8	97.7	90.74	100.19	100.31
100	2014-07-01	1614259	1.3256	83.9	1.44	270.2	396.3	103	94.4	488.4	299.6	95.9	91.36	99.76	99.93
101	2014-10-01	1690198	1.2498	83.6	1.11	296.6	403.2	92.4	107	512	298.6	103.8	77.72	99.9	100
102	2015-01-01	1661409	1.1261	84.3	0.59	320.9	403.9	89.8	100.5	475.6	298.7	97.1	87.28	98.59	98.73
103	2015-04-01	1679501	1.1053	84.3	0.84	295.8	399.5	99.7	100.9	495.2	299.7	99.2	102.74	100.31	100.3
104	2015-07-01	1652869	1.1117	84.3	1.04	275.8	397.7	104.5	92.4	501.6	301	97.8	109.9	100.01	100.06
105	2015-10-01	1730396	1.0953	83.9	0.89	307.3	398.8	106	106.2	528	300.8	105.9	100.09	100.07	99.98
106	2016-01-01	1693512	1.102	85.3	0.65	320.5	390	99.5	100.8	499	299.7	99.5	94.51	98.94	99.01
107	2016-04-01	1717088	1.1292	85.5	0.47	301.3	384.5	108	100.9	513.5	300.6	101.5	111.86	100.18	100.13
108	2016-07-01	1668585	1.1166	85.5	0.17	272.6	387.4	117.2	94.1	514.8	301	99.9	117.63	100.38	100.24
109	2016-10-01	1751731	1.0789	85.2	0.58	311.7	395.5	114.1	107.5	541.3	300.9	108.5	114.12	100.56	100.45
110	2017-01-01	1730016	1.0648	86	0.97	326.1	399.9	108.5	103.2	526.5	301.3	102.2	113.8	100.58	100.38
111	2017-04-01	1753393	1.1021	86	0.78	296.9	390.4	112.7	104.9	532.9	302.6	104.3	132.11	101.63	101.46
112	2017-07-01	1723311	1.1746	86	0.75	272.9	390.9	129.6	97.6	543.2	304.1	103.1	136.39	101.17	101.03
113	2017-10-01	1815871	1.1774	85.8	0.73	321.4	400.8	118.8	113.5	579.1	304.3	111.5	123.91	101.73	101.5
114	2018-01-01	1782197	1.2292	86.1	0.89	328.4	404.9	113.4	106.6	551.8	304.3	105.3	114.14	102.1	101.82
115	2018-04-01	1799273	1.1915	86.2	0.77	301.8	399.7	105.1	109.2	569.4	306.8	107.6	132.91	103.56	103.23
116	2018-07-01	1775488	1.1629	86.3	0.71	284.8	406.7	117.5	102.4	579.7	NA	105.9	141.5	103.95	103.53
117	2018-10-01	1874018	1.1414	86.1	0.76	318.5	412.9	112.9	117.1	618	NA	114.6	131.87	104.42	103.93
118	2019-01-01	1838990	1.1358	86.4	0.55	328.1	415	111.7	112.5	580.2	NA	107.4	127.31	103.62	103.13
119	2019-04-01	1867225	1.1237	86.4	0.25	302.8	405.2	113.6	115.1	603.5	NA	110.6	153.5	105.13	104.69
120	2019-07-01	1840931	1.1119	86.5	-0.23	282.9	405.5	116.6	109	616.8	NA	109	158.99	105.36	104.75
121	2019-10-01	1915869	1.1071	86.2	-0.05	314.2	411.6	119.6	124.4	648.1	NA	117.7	149.43	105.44	104.94
122	2020-01-01	1778561	1.1027	86.7	-0.08	304.1	411.4	101	109	567.7	NA	106.6	115.36	105.47	104.82
123	2020-04-01	1612805	1.1014	87.6	0	235.2	394.9	71.4	96.1	448.1	NA	90.3	135.44	105.5	104.61
124	2020-07-01	1790585	1.1689	87.8	-0.18	267	402.4	109.6	111.9	551.9	NA	109.1	149.56	106.25	105.58
125	2020-10-01	1899844	1.1929	87.6	-0.32	307.5	410.4	108.4	126.7	574.2	NA	114.3	168.66	105.44	104.79
126	2021-01-01	1859074	1.2048	88.1	-0.18	320.3	423.3	101.9	123.2	522	NA	109.6	151.68	106.19	105.48
127	2021-04-01	1894733	1.2058	88.3	0.12	299.3	421.6	110.7	123.8	560.6	NA	111.4	190.41	107.24	106.44
128	2021-07-01	1897600	1.1788	88.5	-0.03	273.1	438.6	127.7	116.8	638.6	NA	115.3	186.83	107.9	107.14