pythonbook/实例学习plotly/stocks.csv

1		date	GOOG	AAPL	AMZN	FB	NFLX	MSFT
2	0	2018-01-01	1.0	1.0	1.0	1.0	1.0	1.0
3	1	2018-01-08	1.018172278347936	1.0119428342857142	1.0618806117055757	0.9599678310954936	1.0535263142643383	1.015988161560536
4	2	2018-01-15	1.032007866452698	1.0197714685714288	1.0532404284307677	0.9702434422185674	1.0498595254569378	1.0205238457756245
5	3	2018-01-22	1.066782783389724	0.9800571142857144	1.1406756202628388	1.0168584099483515	1.3076813155940448	1.0665607876956391
6	4	2018-01-29	1.0087731636550117	0.9171428571428571	1.1633743377885228	1.0183569327795472	1.273536771428717	1.040707528275144
7	5	2018-02-05	0.9415276737437316	0.8937714514285715	1.0898676795580526	0.9425207136466456	1.188008929282134	0.9998865857832728
8	6	2018-02-12	0.99325918262539	0.9853142457142856	1.1786207619316666	0.949210571606832	1.3263487897912096	1.043202153459527
9	7	2018-02-19	1.0222821547641083	1.002857142857143	1.2203654438831366	0.9809472149548658	1.3616362026373592	1.0665607876956391
10	8	2018-02-26	0.9788520214265992	1.006914325714286	1.2205688381237838	0.9452501435830832	1.4336396058469547	1.0551082990110374
11	9	2018-03-05	1.0524482730908842	1.02845712	1.284548542665418	0.9913298905647344	1.5783608462698024	1.0946819232411402
12	10	2018-03-12	1.0303929312465263	1.0172571657142857	1.2786826844946546	0.9905806264731936	1.5165008067883996	1.072683930770293
13	11	2018-03-19	0.926821104067592	0.9425142971428572	1.2167532101702832	0.8530371628674177	1.4331158380609592	0.9885474319413214
14	12	2018-03-26	0.9360932452590338	0.9587428514285714	1.1775224533715958	0.8551778853033591	1.406495542490225	1.034924537137441
15	13	2018-04-02	0.913638710861412	0.9621714571428572	1.1432627388670606	0.8413165210173983	1.375541688281783	1.0231318851767346
16	14	2018-04-09	0.93380695379017	0.99845712	1.16405781403187	0.8804923666954552	1.484118227436587	1.0554484622871425
17	15	2018-04-16	0.9734447261178653	0.9469714342857144	1.242730666448932	0.8899116599439659	1.5608837620628662	1.0772196149853812
18	16	2018-04-23	0.9345146364100892	0.9275428971428572	1.2794473988384474	0.9290339332394776	1.484642138086525	1.0865177211357813
19	17	2018-04-30	0.9509902470625956	1.0504571542857144	1.2862244591394254	0.9451966568307202	1.5243106261176576	1.0790339249567087
20	18	2018-05-07	0.9963982380519172	1.07765712	1.3040906767647622	1.0007492587396545	1.5546453794312736	1.1078352963411884
21	19	2018-05-14	0.9674568868105002	1.06462856	1.2808711585229775	0.9776825642702948	1.5437877293254985	1.0926408755495889
22	20	2018-05-21	0.9758943718805396	1.0776000114285715	1.3099809658381354	0.9896708164943808	1.6728891882258874	1.1153191832334917
23	21	2018-05-28	1.015668254641377	1.0870857428571428	1.3355191588974509	1.038212463316699	1.7140339274719294	1.1428733270694336
24	22	2018-06-04	1.0169111849053498	1.0954285542857145	1.3700554610940725	1.0120417443283358	1.7170817582484463	1.1523981709400573
25	23	2018-06-11	1.0453898287179595	1.0790856914285714	1.3960736368996989	1.048166977313343	1.866660325094997	1.1353894401771305
26	24	2018-06-18	1.0483111519067918	1.0566857028571428	1.3958296232020404	1.0796895826698554	1.9576645850358447	1.1385644826269534
27	25	2018-06-25	1.0121753574512644	1.0577714342857143	1.3829181608736414	1.039978596521961	1.864041067097456	1.1181539716939797
28	26	2018-07-02	1.0344211867653972	1.0741142914285715	1.391729163581091	1.0876638451914205	1.94414015086099	1.147068848008417
29	27	2018-07-09	1.0785588920381208	1.093314297142857	1.4750394640760272	1.109553119307901	1.884851557577705	1.1954869895569342
30	28	2018-07-16	1.075011617811375	1.0939428685714283	1.4755844971819587	1.12357503483302	1.7193674908479577	1.2050118447667115
31	29	2018-07-23	1.1236312044424703	1.0913142628571428	1.4784890230752108	0.9359914015737306	1.691556657660921	1.2210000857013248
32	30	2018-07-30	1.1102129167272332	1.1885143142857142	1.4833867718479574	0.951458353177682	1.633839648701375	1.225082192423581
33	31	2018-08-06	1.1228237368393843	1.1858857085714285	1.5346502643964448	0.9647310099631464	1.647078369277624	1.2359677687727004
34	32	2018-08-13	1.0895729410299655	1.2433142971428572	1.5313308069300795	0.9301578668399936	1.50854798541483	1.2198661929954373
35	33	2018-08-20	1.1074367837463466	1.235200022857143	1.5501814209506477	0.934706922085943	1.7087480282692504	1.2291642991458374
36	34	2018-08-27	1.1052048693141154	1.3007428857142855	1.637494456642517	0.940486970067317	1.7509404459512254	1.2737271737447062
37	35	2018-09-03	1.0567939333314087	1.2645714457142856	1.5881591374274802	0.8725715159998442	1.660459949034241	1.227009825898405
38	36	2018-09-10	1.0637798374890872	1.279085691428571	1.6029011479217037	0.868718232741186	1.7360826197418304	1.2855199050794894
39	37	2018-09-17	1.0579370795194665	1.2437714514285716	1.5580080272628667	0.8719828084993478	1.720034255916133	1.2956117406596723
40	38	2018-09-24	1.0827776350267664	1.2899428857142856	1.6295946560652816	0.8801712695690254	1.7816562507344105	1.2968590589214408
41	39	2018-10-01	1.0500077089175164	1.2816571028571428	1.5373757268816928	0.8420122930046896	1.6731749018244944	1.2714592862805467
42	40	2018-10-08	1.007121903906116	1.2692000057142856	1.4551718788522234	0.822799036998693	1.617029334324746	1.242431086462613
43	41	2018-10-15	0.9947651405743836	1.253199988571429	1.435174192909178	0.8244581110690464	1.5842183202957685	1.2321125018230523
44	42	2018-10-22	0.9720929301886708	1.236000017142857	1.3365524179114776	0.7780036945784202	1.4278298007564696	1.2128358835959658
45	43	2018-10-29	0.959681788913054	1.1855999771428571	1.3550368620941855	0.8046561475625534	1.4719748494696214	1.203764617218174
46	44	2018-11-05	0.9672663993407256	1.1684000057142856	1.3931936419790223	0.7758094853901156	1.4451640257830367	1.242431086462613
47	45	2018-11-12	0.9630385756700248	1.1058857085714286	1.2963616956201691	0.7467486995959743	1.3629695899097676	1.2279169808840689
48	46	2018-11-19	0.9289168536315806	0.9845142457142856	1.22204146042711	0.7050039698687512	1.2325348866009125	1.1687265864899288
49	47	2018-11-26	0.992923504040418	1.0204571542857144	1.375083410656027	0.7525287475773482	1.3625886860662726	1.2573987581948347
50	48	2018-12-03	0.9404389054995582	0.9628000285714284	1.3254226411301075	0.735456214007293	1.262631595251403	1.1885701057133435
51	49	2018-12-10	0.945446952912676	0.9455999771428572	1.295141330176286	0.7709927394918039	1.2707271281792676	1.2022904705229511
52	50	2018-12-17	0.8886892896888904	0.8613142628571429	1.1206615472526131	0.668718185644586	1.1733415549944868	1.1138451159123457
53	51	2018-12-24	0.9408925313390586	0.8927428342857143	1.202483038516975	0.712871248181817	1.2194865512765718	1.1383376428543452
54	52	2018-12-31	0.9714034098401132	0.8471999714285714	1.2817010232963573	0.7382927084305257	1.4170674789973934	1.1557999511101045
55	53	2019-01-07	0.9591373489949891	0.8702285314285714	1.334721869745653	0.769601275795517	1.6076479259096166	1.1656650489700635
56	54	2019-01-14	0.9963982380519172	0.8961143257142857	1.3799892040777797	0.8029969932139043	1.6148387919701228	1.2213402489774292
57	55	2019-01-21	0.989802500200548	0.9014856857142858	1.359137222458745	0.7974845609584834	1.6098384682642397	1.2152170945636216
58	56	2019-01-28	1.0077298024501202	0.95154288	1.3230632475991762	0.8868611275292119	1.6184103905326357	1.1654382205366092
59	57	2019-02-04	0.9934950771344468	0.9737714514285716	1.2921391799289847	0.8955311566861818	1.6551740498315624	1.1982083638006946
60	58	2019-02-11	1.0103608540932627	0.97382856	1.3081910371293215	0.8696815348242483	1.699461814861141	1.2271232401151322
61	59	2019-02-18	1.0073850422758417	0.9884000057142855	1.3273996770823542	0.8664168787877908	1.7287488945009553	1.2583059131804986
62	60	2019-02-25	1.035165084150587	0.9998285771428572	1.3600809993969647	0.8685041144713691	1.7016048311442251	1.275994970495635
63	61	2019-03-04	1.0363716889645844	0.9880571657142858	1.3186455808291295	0.907679960149426	1.6648411718452985	1.2530899137523548
64	62	2019-03-11	1.0746032883264525	1.0635428285714286	1.393136635454831	0.8883060779778621	1.721319979015192	1.3143213671771998
65	63	2019-03-18	1.0936918990354445	1.0917143028571428	1.435776232539301	0.8795289843340972	1.7191771103581814	1.3272479912178707
66	64	2019-03-25	1.064487521016258	1.0854285542857145	1.4487771761299302	0.8921059494105662	1.6979855684083631	1.3373398267980536
67	65	2019-04-01	1.095188886079836	1.1257142857142857	1.4947687054188046	0.9404334779630672	1.7405113638622944	1.3594511427723972
68	66	2019-04-08	1.1049145977684258	1.1363999714285713	1.4994712046698764	0.9585228806468435	1.6721748970861734	1.371470623166558
69	67	2019-04-15	1.1216987538299403	1.1649142914285715	1.5146280474808236	0.9541342963617566	1.716034084574645	1.398911443499003
70	68	2019-04-22	1.1541874899828073	1.1674285885714286	1.5869876346023932	1.024832747396326	1.7850849901165535	1.4728426811919109
71	69	2019-04-29	1.075456162061569	1.21	1.596612214272432	1.0461332337340143	1.8335634546034707	1.4616168621926098
72	70	2019-05-06	1.0562859304552756	1.126742817142857	1.537644171481961	1.0079742571696786	1.7193199695385504	1.4415465939098175
73	71	2019-05-13	1.0544986709579427	1.08	1.5205753430783882	0.9917045600737096	1.6879375377890014	1.45220551191279
74	72	2019-05-20	1.0283425342867192	1.02268572	1.483378627942562	0.9690125351133252	1.6876518241903944	1.4314547583296346
75	73	2019-05-27	1.001270175031893	1.00040004	1.44415601504927	0.9497992791073284	1.6347444679569396	1.4024265471725468
76	74	2019-06-03	0.9671666152648106	1.0865713942857145	1.4677172714127285	0.9277495340299856	1.7185103405278743	1.489964746797488
77	75	2019-06-10	0.98468558802946	1.1013714571428572	1.521120475440709	0.9704575658402708	1.6178389585732904	1.5018708923489987
78	76	2019-06-17	1.0178275181736574	1.135885708571429	1.5549896884611636	1.0229595550561554	1.758226497494488	1.5531239130712344
79	77	2019-06-24	0.980657443195294	1.130971417142857	1.540613747734834	1.0329140690527994	1.7492261453110591	1.518993128041884
80	78	2019-07-01	1.0266368965939394	1.167028548571429	1.58070684404494	1.0511104505931883	1.8122290534732837	1.5541444028995486
81	79	2019-07-08	1.0387124690620373	1.1617143028571428	1.6361032717659916	1.0964409334832987	1.7774655512770718	1.5750084006121237
82	80	2019-07-15	1.025285100664745	1.15765712	1.5982882308164057	1.0616001853379655	1.5005476379697218	1.5491551411916282
83	81	2019-07-22	1.1344366027859267	1.1870857428571429	1.5808207570233568	1.0690393020378066	1.5990284823318142	1.6026759586647925
84	82	2019-07-29	1.0832494231376286	1.1658285942857145	1.4833460531345568	1.011613582715111	1.518310297673454	1.5523300929282209
85	83	2019-08-05	1.0778240762422375	1.1485143142857142	1.4706054102388	1.0053518863681492	1.471165225221077	1.5615149549492018
86	84	2019-08-12	1.068379555417282	1.18	1.4583936118945735	0.9831415097733526	1.4419733358261506	1.5435990692006107
87	85	2019-08-19	1.0445098208996275	1.1579428514285717	1.4234505212166575	0.951297801938524	1.3878755896024673	1.5125297196387406
88	86	2019-08-26	1.0779056980467905	1.1928000285714286	1.445148654606286	0.993684731270493	1.398876103650743	1.5632157599905712
89	87	2019-09-02	1.0931748145700046	1.218628542857143	1.491701504811883	1.003425201923729	1.381827735086725	1.5772763674503605
90	88	2019-09-09	1.12459294475006	1.25	1.4964446227063888	1.0018196199576253	1.400780927644628	1.5570926849508404
91	89	2019-09-16	1.115856106545024	1.2441714057142856	1.4596872708598625	1.0164837404393767	1.2893470810670251	1.581131634400008
92	90	2019-09-23	1.1114649285805127	1.25040004	1.4037863302335007	0.9478191079105452	1.2528214711933554	1.5617416132953483
93	91	2019-09-30	1.0968672799119472	1.2971999714285716	1.4153391824933792	0.9657478790768677	1.299061872016242	1.5661638719545554
94	92	2019-10-07	1.10271900878617	1.3497714685714286	1.4090502488441077	0.9857639608531776	1.347349808387309	1.583852929269692
95	93	2019-10-14	1.129972884606169	1.3509143085714286	1.4298696556551374	0.9946481136318508	1.3110147218673576	1.5581131747791548
96	94	2019-10-21	1.1477913211905195	1.409028582857143	1.43297747571907	1.0055659243596704	1.3182532521012131	1.5957590748212025
97	95	2019-10-28	1.155602744537941	1.4618286114285712	1.4574742658589632	1.03623221184162	1.3658269020946976	1.629663201504406
98	96	2019-11-04	1.189742629754999	1.4865143714285716	1.452950830015895	1.0213539730900516	1.388494690497293	1.655062974145301
99	97	2019-11-11	1.2110630442115171	1.5186286285714288	1.4152089825177483	1.044153062537231	1.4049716271019663	1.7005329130166025
100	98	2019-11-18	1.1751993590303178	1.4958857085714288	1.420277551536714	1.0640620851786324	1.4785466146353017	1.6962239778608914
101	99	2019-11-25	1.183927115646047	1.5271428571428571	1.465089434095106	1.0791543619217223	1.4984522906221185	1.7165211652903694
102	100	2019-12-02	1.216279741365772	1.5469142342857145	1.425061388144621	1.07599677037206	1.4636411194904255	1.720716595516122
103	101	2019-12-09	1.222820990588552	1.57228568	1.4326601685000062	1.0388546682733315	1.421496227879989	1.7522394318575931
104	102	2019-12-16	1.22441776261611	1.5968000114285714	1.4534552436648156	1.104094173804843	1.6043620457078422	1.7848962516181823
105	103	2019-12-23	1.2265044859331442	1.6559999314285714	1.52122624451373	1.113727585323171	1.567169808867808	1.8024719740906685
106	104	2019-12-30	1.213013658002661	1.6779999657142857	1.503360026888393	1.0984746770626277	1.5408828958311611	1.7881845268582712