Analysis/test_data/ventes_marketing.csv

1	budget_marketing	tv_ads_hours	social_media_posts	prix_moyen	temperature	concurrence	ventes
2	19352.46582352076	71.3253628318758	56	25.775872718334067	11.641526447831732	3	21673.73
3	47585.001014085894	55.929154802691436	21	22.452200176464487	4.269147284991986	2	44398.57
4	36867.70314875885	34.405123547201136	71	40.6146310808971	36.44965703952258	4	35063.83
5	30334.265725654794	82.31052687216012	89	57.009836539145304	11.174333074226535	3	31271.47
6	8644.91338167939	70.04946139261853	92	89.46180043267044	18.229971011313825	1	14249.91
7	8643.73149647393	20.44860923776467	17	78.17352558130465	17.785493600888636	3	11059.6
8	3846.0969962417735	91.53808252691503	158	79.41652169599848	22.459253582472805	2	9745.14
9	43442.631142971826	83.14103807770105	90	54.03946675584603	26.525897700314374	8	41782.21
10	30454.635575417233	95.23099176273278	127	47.674799403757035	26.883787906877963	6	32115.0
11	35695.55631200623	73.9433532968942	34	49.683101038768214	15.335380491448493	9	33355.06
12	2008.64022049432	63.27444361390004	98	99.01196509888463	18.663026289708707	8	6338.51
13	48525.58275593772	44.73308844760879	21	23.2087353129986	22.260639603906398	10	42871.16
14	41789.68939922067	93.60920591863126	152	89.36251968979589	18.010470990531623	3	41297.99
15	11404.616423235531	87.27606950253879	68	66.29403268579148	32.858764608159944	5	15573.59
16	9909.42339314793	9.295773660087994	163	55.08923353516724	23.92779961310601	7	12246.07
17	9986.820982818257	7.50486257723894	118	78.02061283321092	25.879022288398538	5	12833.96
18	15907.869905017349	40.76401985341471	35	58.93351531397623	25.303050149339303	8	16870.48
19	26713.065149979655	82.00256642427412	56	89.87385904653284	29.3877908598826	5	26887.03
20	22165.30591346367	98.79123228491973	41	92.05614912090068	21.448172469629654	1	24377.58
21	15270.227869704053	19.289604654835177	19	53.73767414987643	9.625344416353228	5	16376.3
22	30980.791841396593	61.442417958452836	25	42.14622377880413	23.197503614021134	4	30093.87
23	7835.19917195005	41.18463137994704	154	67.38802628746897	14.789144849665368	6	12455.2
24	15315.08777822569	97.1418677923873	160	92.98906764933528	15.771066546001945	3	19777.49
25	18951.730321390893	85.00129769789233	35	36.85297512045332	24.690912150040745	5	21571.67
26	23347.429226634762	84.6412269475581	95	69.83732668507862	29.906264571469087	2	25551.93
27	39473.62210825767	49.52585018052218	144	70.52481760740164	20.170172613888493	6	37271.66
28	10784.015325759627	44.40785272207819	23	78.64904179322248	22.47066410079171	6	13665.51
29	26197.48748226697	30.973671833417093	88	30.525414810180784	33.617719557081905	5	27359.27
30	30028.31387424008	10.355672181838075	126	77.26599717456708	21.926025435908546	6	29117.59
31	3276.0702232798885	87.14862574423006	16	92.72260165325127	40.813464913443156	7	8120.95
32	30769.69774317048	82.22559586735737	146	34.37464870961936	24.524077165052354	5	30597.04
33	9355.682060677285	99.9731789621824	124	39.00346599391021	5.913897926753458	1	15992.15
34	4187.528056278696	99.68049952202101	185	97.71160752333117	26.02673296883626	8	9953.56
35	47495.39132541333	57.766012032249606	81	34.47815621675918	23.049267079062222	4	44795.85
36	48315.969620653406	78.0538044421485	68	88.35080746956633	30.318022032661965	9	44767.01
37	40611.470057706596	94.75274433883067	91	59.38222851584278	25.385450810159668	10	39674.03
38	15926.074689495164	85.71650211435409	125	39.778485952254165	18.892352128129808	6	19328.95
39	5785.93358631281	28.498069665603776	176	89.65999210180091	10.205614109685074	1	10577.45
40	34527.41829909569	47.801692854458885	155	55.62442040021324	18.3278139417118	3	34855.86
41	22567.472193240465	17.270144439392023	196	61.18538831437522	13.195836366325599	3	23509.69
42	6979.8735073941625	95.63484758957863	112	48.73866955198125	15.355812401562218	10	11309.31
43	25263.66859545224	62.586590272833604	26	67.4360681147942	24.708627235364876	4	25619.3
44	2685.0375346457013	26.72106652282896	23	33.08190980680182	33.359236034811246	6	7290.56
45	45556.69970186032	68.8115650185564	168	51.286522932140855	23.15737223858385	7	42925.01
46	13680.219098400828	63.72218284350011	161	97.552985786823	10.432935503718525	10	15378.03
47	33463.59193334512	39.02545821311985	117	40.6506746160902	23.556821345761126	4	32496.58
48	16273.842728381136	15.787971258964756	197	72.53893316330337	29.573051893165207	6	18994.85
49	26483.33303771273	68.79945358131596	54	46.01520513797559	15.121736765444943	1	28570.99
50	27788.803687820702	54.429231585860364	107	81.87785005492805	18.927862666616658	8	27928.8
51	10057.868320750826	78.37024721488574	140	30.469892857467986	20.117505557833578	7	14631.49
52	48509.64676046337	54.41553260563937	46	97.58568360628358	13.72081349534208	9	43110.81
53	38981.508344694616	85.95724253026131	180	56.30316331069114	25.186243470750874	3	39203.34
54	47035.44813664527	57.43114968357612	177	38.88403706771712	19.03241481113775	2	44782.51
55	44846.540170954795	58.2891072958617	192	25.87973978640101	23.356259551256223	1	44350.06
56	30297.098961743173	88.28209225254278	117	33.58063240700326	12.9000625775832	3	31355.72
57	46171.83751613273	43.330872290177716	48	61.58191588448141	16.500333597412716	5	41787.93
58	5336.132600544055	17.73144670281087	24	46.9602541145029	25.77905086262217	2	8884.8
59	10603.160258538115	7.734354249767202	129	86.31066927060876	17.017334783265863	3	13091.64
60	3216.1371566163652	76.7380392889938	13	54.47100189294447	33.81571080986724	4	9119.7
61	16941.18620739995	63.92940737857914	102	39.89714180701039	16.80291051508318	7	20257.28
62	20045.18719478462	71.88757796942623	162	69.37159892832241	21.797477806015088	3	22965.94
63	14296.1025569209	25.23159534334652	150	76.54217735083566	27.460726654984718	9	15624.28
64	41608.137948444535	17.955290180743127	170	33.36335263207599	8.653074136535746	8	39003.22
65	18480.913007985873	6.381743238448783	25	33.40953730306541	5.913529504153793	4	18768.26
66	14765.790974681657	38.305818086626715	179	22.933714154683436	7.794749483439242	1	18017.92
67	27592.108074754175	61.042180251190146	117	78.91216120525124	30.100672827417455	1	29121.63
68	7905.28702376337	42.26318428447457	135	73.10436220974441	15.585134832860426	1	12469.41
69	40307.65205694795	46.56011759225426	64	57.97047005998511	40.465594285346015	1	40216.73
70	4652.9815403087705	90.8950759769061	179	87.53363591753578	15.486019210740892	8	10216.02
71	49357.459893425344	38.08426936721353	43	84.45361223600426	21.476410425576297	3	44486.39
72	38839.99369553621	53.82900147018203	167	66.82834915174017	32.336879620543	6	37059.15
73	10737.068395174449	79.4470362104086	22	89.4617024410607	36.04874310527298	3	15056.45
74	1270.5837390565175	42.671564320520666	150	36.46729680294146	36.49202861309118	5	8559.36
75	40957.609994286875	64.09823652164798	27	28.95356955181823	29.66692984474514	7	38796.16
76	35636.00984853324	86.92455233094078	169	41.57996892135917	28.1925002064917	2	36432.28
77	36721.351234008376	95.204459247476	105	24.56694848714519	24.740215593609463	6	37040.3
78	38792.24698761134	18.971980688258604	132	62.49356224008256	26.226888609333102	6	36189.2
79	4628.187934970428	93.02582439034197	48	94.92845538359691	15.590514269371733	3	10080.29
80	18564.82069866936	51.751047842556126	55	23.14748325348077	13.454408932621543	6	20264.65
81	6677.583916731356	29.533216888401043	38	29.768793120802144	19.973004340712382	10	9347.91
82	43292.06786790408	48.61789684263482	199	56.175922262674824	18.638523019800573	10	39948.73
83	31541.60821455034	98.10309465212032	71	94.7100014022324	16.374175605381797	5	31795.56
84	17214.00321777981	51.79871892932261	194	45.29248839814004	25.571099579653723	2	21121.8
85	4114.359164015158	36.23140297731328	25	60.57878469507139	27.642441668564086	9	7288.0
86	16238.133764067448	65.17308116008894	193	23.325828724031368	20.70725509033478	8	19364.13
87	16933.982779310605	27.81383378392834	130	31.86745607696711	31.820240648442095	3	20386.13
88	36750.70273856514	12.207016170323072	19	98.93040983670775	10.86648708693196	8	32255.63
89	32240.316096405444	17.243573581511676	167	97.20949571488364	18.450724325762256	9	29630.34
90	44473.42438624	17.164354700988383	162	20.395198474752767	14.265421435177561	3	41471.19
91	24138.531332935516	19.430755883667963	112	96.14494283385912	5.06770706341552	3	24740.54
92	6860.118050976784	18.188581401693963	93	71.12959502524004	19.338554513258405	2	9859.8
93	35948.99457392676	65.8831007563054	142	89.43346356160177	19.026019932933732	8	34418.14
94	38278.46738222797	22.27860801791876	74	56.379188450708725	32.107597945937044	10	35534.98
95	28502.582680905314	37.838391915767005	186	61.24768228634002	25.046493476438222	1	28175.3
96	38777.39181777349	90.19489894107113	12	59.10772642055362	11.80650540536636	8	36637.44
97	25195.984221855146	50.026355824972875	182	73.34914060368834	34.832740530673505	7	26298.06
98	26613.90863971771	68.41798515949759	151	31.172100380505032	29.768269564202825	7	28363.07
99	21949.509899568933	21.370387764154835	129	22.397887189814234	24.656781627748927	3	23767.98
100	2245.537210460664	23.267456786823722	167	44.63439532729527	18.188127209201344	1	8927.94
101	6286.679922671918	8.882518545315492	77	76.37446101893174	12.324486106212163	4	9473.08
102	2540.0300986499783	21.04883099185563	155	36.14827616983587	17.022345791431576	9	7032.55
103	32184.11015192524	31.46608220803607	199	73.87459466599338	28.709988957633488	5	31429.69
104	16403.443072740007	21.81599600629095	46	97.59296368858163	35.07669044747687	1	19365.71
105	25919.963867070437	13.426740706920283	162	27.512057263153473	32.34594822617751	5	26930.3
106	45470.75722237856	16.460407754557075	185	73.8081694580101	16.089204625709808	8	42188.57
107	13215.319228294873	48.77398296310895	190	55.50001754436569	11.04306053368791	8	17174.18
108	21108.76322874586	24.601703248550287	82	89.45138035020042	21.127089975289632	5	20560.92
109	38022.005788609385	39.60563679956717	152	34.17198315579087	5.852485075497187	9	35159.27
110	12211.1101090895	52.8246407312114	58	75.41007617809316	22.58534171347825	1	15381.44
111	4772.015581610856	70.58750871978971	130	87.04922317184882	18.81917930961065	4	10057.03
112	15197.821192774632	8.734653284904399	97	95.56913755792186	16.27170798505406	3	16700.82
113	8899.843075446217	80.94398789635905	149	74.65984226317167	7.242375461865636	2	14147.81
114	46555.18496478608	64.65053700163624	196	59.773981120674186	24.10880085255773	8	44182.13
115	40597.89859865643	12.767108035142831	46	69.42777921609711	15.73839328270471	7	36943.02
116	32036.78406901075	87.98996929014383	70	89.51239875829745	10.640665314317696	9	31049.45
117	43701.568919198166	92.48287805052226	180	65.64877973110637	-2.9780977062531946	2	41958.78
118	40379.93176805661	10.802406186212057	133	22.43096477574695	19.77988075959491	4	37703.93
119	10141.932885415756	31.303376573984355	48	94.47589564055822	34.17801277335795	6	12689.71
120	44735.39092600891	81.58912158034083	193	75.1621400825249	33.29007371638296	3	43856.37
121	27427.769853866885	76.08467058644754	72	74.12107086217972	16.343229947309826	8	27107.22
122	40564.56760303907	22.529496838855845	55	37.254012191817374	15.182303517105755	3	37078.81
123	44908.47369625117	24.88818571698748	97	72.71083761861257	23.75019404860019	2	41887.86
124	16582.17027362133	40.19484976518129	20	51.50915245233268	12.012916486493669	3	18222.2
125	6392.544301856161	51.02968359314703	71	72.09863816331936	22.414335198555726	6	10137.47
126	12168.822964555142	63.734203295378116	86	28.527442424639258	26.12864222707752	2	16945.05
127	21928.28164268656	40.04679575912838	162	72.62762436824289	29.81546579107446	8	22924.9
128	41082.723530202165	48.94079803264905	61	99.95309806165332	19.198767388160377	1	38271.11
129	43175.798579560826	76.00973912270688	13	23.856963108844482	18.37060999858427	7	39698.08
130	1340.6543960283445	8.484904274606802	68	98.17393473770538	12.976139305947513	2	5289.2
131	26026.61782630072	28.981509712681973	81	52.55263685782965	13.384957167681119	10	25158.57
132	21453.13915429017	72.76821065903248	157	89.66027602698074	18.188168864787787	6	23370.78
133	11883.282713065782	90.04464958028393	102	82.59083872466188	22.938924054529423	2	17097.11
134	6873.402999350457	53.60935700098828	72	65.36130087893342	27.308677009865995	2	11489.52
135	17543.14339877777	55.550781100204986	63	79.07593674010613	13.574568394557241	10	17509.35
136	47202.57549171344	15.181341077278725	126	90.28124490410784	31.941508551676172	8	42030.7
137	16836.943669017004	47.50417484822819	119	52.331225732082636	17.83101119165945	2	19652.0
138	26420.74046542494	55.5986403132272	83	46.16265292505909	19.829061645212512	7	26437.82
139	35447.92898586371	28.034697845299316	116	73.40747084508678	14.022306566817413	3	33812.64
140	18817.850516585404	30.57810694019119	66	84.62767535530068	0.6060779178164672	8	18243.96
141	48617.32205332707	40.841995494939155	178	80.98281078212926	27.072363170888398	7	43911.3
142	48159.91745216345	6.906763788884005	12	83.82509190869075	25.89475117673947	8	41436.57
143	13337.332495442844	35.59752073040194	129	54.84666518503464	17.749379543054292	7	16071.62
144	25365.176788726887	25.08756066467174	15	85.42673729400173	20.535925737798976	6	24509.75
145	15743.037181021713	36.112248456901895	14	29.616724429648677	24.127513741632796	7	17819.52
146	14957.184224495913	16.377402522828866	14	63.559127836867965	7.4996331449076585	5	15971.02
147	2807.460420372107	89.60009167029003	63	20.460692839849727	15.767578581229643	7	8672.04
148	30868.652365014947	61.39128308763462	56	45.96686639202162	26.35411743697462	1	31781.28
149	25631.27213821421	69.51472031872652	186	49.31692278971183	9.965684614646005	1	28068.93
150	3522.4588112494785	79.97126766769713	18	51.69381532874043	22.348463457333033	9	8112.84
151	14653.67674759396	52.35200889826044	108	75.63737653518898	9.14734556301276	5	16565.94
152	45505.02841236603	13.257427368305251	29	51.08464810162766	23.73143985946821	5	40935.07
153	12738.532642681648	56.02512147276204	131	55.895489809802456	19.71486814162013	3	16981.8
154	8099.848732469932	60.749906211983514	70	39.0035304699462	7.078945472755924	5	12356.51
155	24983.185253600586	75.81675004751135	132	49.860143330347206	29.31791483565737	3	26825.84
156	49296.87225141944	46.00765689181954	172	38.181570181052116	14.123267385615605	9	45062.79
157	12860.70830406352	17.120128765578556	187	25.85567390147549	13.517980503884953	9	14708.33
158	33934.64182288805	31.958711050878826	91	68.27588747051024	21.604553577847543	6	32185.52
159	38319.361151107165	39.49281815787033	71	73.45702388440131	29.18909879542972	1	36433.96
160	12644.239655627583	66.36213792650211	154	69.55922768076917	11.873425448172824	7	16772.08
161	36682.60108198112	59.22393894354663	12	57.07952350404579	20.493438798783775	7	34340.91
162	19021.37350324341	38.82918896029539	169	50.38286241433838	23.430532002644583	10	20887.58
163	31982.985699085395	98.71894863533308	22	89.06669196574602	25.54484485810515	10	31716.14
164	32042.95582728384	62.54860783890428	129	61.526542810897446	21.4115324422178	4	31740.83
165	27252.959519663167	27.536545214919474	134	58.33455021037848	17.063777287333423	8	26817.51
166	5424.198732666006	14.669334898938356	98	22.051365264514857	13.379278234810243	6	8767.74
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