diff --git a/previous_materials/np_pd_mplt_bertrand/data/Iris.csv b/previous_materials/np_pd_mplt_bertrand/data/Iris.csv
deleted file mode 100644
index 1bf42f25499fe73c70d9c767cb31163077c07e3e..0000000000000000000000000000000000000000
--- a/previous_materials/np_pd_mplt_bertrand/data/Iris.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-Id,SepalLengthCm,SepalWidthCm,PetalLengthCm,PetalWidthCm,Species
-1,5.1,3.5,1.4,0.2,Iris-setosa
-2,4.9,3.0,1.4,0.2,Iris-setosa
-3,4.7,3.2,1.3,0.2,Iris-setosa
-4,4.6,3.1,1.5,0.2,Iris-setosa
-5,5.0,3.6,1.4,0.2,Iris-setosa
-6,5.4,3.9,1.7,0.4,Iris-setosa
-7,4.6,3.4,1.4,0.3,Iris-setosa
-8,5.0,3.4,1.5,0.2,Iris-setosa
-9,4.4,2.9,1.4,0.2,Iris-setosa
-10,4.9,3.1,1.5,0.1,Iris-setosa
-11,5.4,3.7,1.5,0.2,Iris-setosa
-12,4.8,3.4,1.6,0.2,Iris-setosa
-13,4.8,3.0,1.4,0.1,Iris-setosa
-14,4.3,3.0,1.1,0.1,Iris-setosa
-15,5.8,4.0,1.2,0.2,Iris-setosa
-16,5.7,4.4,1.5,0.4,Iris-setosa
-17,5.4,3.9,1.3,0.4,Iris-setosa
-18,5.1,3.5,1.4,0.3,Iris-setosa
-19,5.7,3.8,1.7,0.3,Iris-setosa
-20,5.1,3.8,1.5,0.3,Iris-setosa
-21,5.4,3.4,1.7,0.2,Iris-setosa
-22,5.1,3.7,1.5,0.4,Iris-setosa
-23,4.6,3.6,1.0,0.2,Iris-setosa
-24,5.1,3.3,1.7,0.5,Iris-setosa
-25,4.8,3.4,1.9,0.2,Iris-setosa
-26,5.0,3.0,1.6,0.2,Iris-setosa
-27,5.0,3.4,1.6,0.4,Iris-setosa
-28,5.2,3.5,1.5,0.2,Iris-setosa
-29,5.2,3.4,1.4,0.2,Iris-setosa
-30,4.7,3.2,1.6,0.2,Iris-setosa
-31,4.8,3.1,1.6,0.2,Iris-setosa
-32,5.4,3.4,1.5,0.4,Iris-setosa
-33,5.2,4.1,1.5,0.1,Iris-setosa
-34,5.5,4.2,1.4,0.2,Iris-setosa
-35,4.9,3.1,1.5,0.1,Iris-setosa
-36,5.0,3.2,1.2,0.2,Iris-setosa
-37,5.5,3.5,1.3,0.2,Iris-setosa
-38,4.9,3.1,1.5,0.1,Iris-setosa
-39,4.4,3.0,1.3,0.2,Iris-setosa
-40,5.1,3.4,1.5,0.2,Iris-setosa
-41,5.0,3.5,1.3,0.3,Iris-setosa
-42,4.5,2.3,1.3,0.3,Iris-setosa
-43,4.4,3.2,1.3,0.2,Iris-setosa
-44,5.0,3.5,1.6,0.6,Iris-setosa
-45,5.1,3.8,1.9,0.4,Iris-setosa
-46,4.8,3.0,1.4,0.3,Iris-setosa
-47,5.1,3.8,1.6,0.2,Iris-setosa
-48,4.6,3.2,1.4,0.2,Iris-setosa
-49,5.3,3.7,1.5,0.2,Iris-setosa
-50,5.0,3.3,1.4,0.2,Iris-setosa
-51,7.0,3.2,4.7,1.4,Iris-versicolor
-52,6.4,3.2,4.5,1.5,Iris-versicolor
-53,6.9,3.1,4.9,1.5,Iris-versicolor
-54,5.5,2.3,4.0,1.3,Iris-versicolor
-55,6.5,2.8,4.6,1.5,Iris-versicolor
-56,5.7,2.8,4.5,1.3,Iris-versicolor
-57,6.3,3.3,4.7,1.6,Iris-versicolor
-58,4.9,2.4,3.3,1.0,Iris-versicolor
-59,6.6,2.9,4.6,1.3,Iris-versicolor
-60,5.2,2.7,3.9,1.4,Iris-versicolor
-61,5.0,2.0,3.5,1.0,Iris-versicolor
-62,5.9,3.0,4.2,1.5,Iris-versicolor
-63,6.0,2.2,4.0,1.0,Iris-versicolor
-64,6.1,2.9,4.7,1.4,Iris-versicolor
-65,5.6,2.9,3.6,1.3,Iris-versicolor
-66,6.7,3.1,4.4,1.4,Iris-versicolor
-67,5.6,3.0,4.5,1.5,Iris-versicolor
-68,5.8,2.7,4.1,1.0,Iris-versicolor
-69,6.2,2.2,4.5,1.5,Iris-versicolor
-70,5.6,2.5,3.9,1.1,Iris-versicolor
-71,5.9,3.2,4.8,1.8,Iris-versicolor
-72,6.1,2.8,4.0,1.3,Iris-versicolor
-73,6.3,2.5,4.9,1.5,Iris-versicolor
-74,6.1,2.8,4.7,1.2,Iris-versicolor
-75,6.4,2.9,4.3,1.3,Iris-versicolor
-76,6.6,3.0,4.4,1.4,Iris-versicolor
-77,6.8,2.8,4.8,1.4,Iris-versicolor
-78,6.7,3.0,5.0,1.7,Iris-versicolor
-79,6.0,2.9,4.5,1.5,Iris-versicolor
-80,5.7,2.6,3.5,1.0,Iris-versicolor
-81,5.5,2.4,3.8,1.1,Iris-versicolor
-82,5.5,2.4,3.7,1.0,Iris-versicolor
-83,5.8,2.7,3.9,1.2,Iris-versicolor
-84,6.0,2.7,5.1,1.6,Iris-versicolor
-85,5.4,3.0,4.5,1.5,Iris-versicolor
-86,6.0,3.4,4.5,1.6,Iris-versicolor
-87,6.7,3.1,4.7,1.5,Iris-versicolor
-88,6.3,2.3,4.4,1.3,Iris-versicolor
-89,5.6,3.0,4.1,1.3,Iris-versicolor
-90,5.5,2.5,4.0,1.3,Iris-versicolor
-91,5.5,2.6,4.4,1.2,Iris-versicolor
-92,6.1,3.0,4.6,1.4,Iris-versicolor
-93,5.8,2.6,4.0,1.2,Iris-versicolor
-94,5.0,2.3,3.3,1.0,Iris-versicolor
-95,5.6,2.7,4.2,1.3,Iris-versicolor
-96,5.7,3.0,4.2,1.2,Iris-versicolor
-97,5.7,2.9,4.2,1.3,Iris-versicolor
-98,6.2,2.9,4.3,1.3,Iris-versicolor
-99,5.1,2.5,3.0,1.1,Iris-versicolor
-100,5.7,2.8,4.1,1.3,Iris-versicolor
-101,6.3,3.3,6.0,2.5,Iris-virginica
-102,5.8,2.7,5.1,1.9,Iris-virginica
-103,7.1,3.0,5.9,2.1,Iris-virginica
-104,6.3,2.9,5.6,1.8,Iris-virginica
-105,6.5,3.0,5.8,2.2,Iris-virginica
-106,7.6,3.0,6.6,2.1,Iris-virginica
-107,4.9,2.5,4.5,1.7,Iris-virginica
-108,7.3,2.9,6.3,1.8,Iris-virginica
-109,6.7,2.5,5.8,1.8,Iris-virginica
-110,7.2,3.6,6.1,2.5,Iris-virginica
-111,6.5,3.2,5.1,2.0,Iris-virginica
-112,6.4,2.7,5.3,1.9,Iris-virginica
-113,6.8,3.0,5.5,2.1,Iris-virginica
-114,5.7,2.5,5.0,2.0,Iris-virginica
-115,5.8,2.8,5.1,2.4,Iris-virginica
-116,6.4,3.2,5.3,2.3,Iris-virginica
-117,6.5,3.0,5.5,1.8,Iris-virginica
-118,7.7,3.8,6.7,2.2,Iris-virginica
-119,7.7,2.6,6.9,2.3,Iris-virginica
-120,6.0,2.2,5.0,1.5,Iris-virginica
-121,6.9,3.2,5.7,2.3,Iris-virginica
-122,5.6,2.8,4.9,2.0,Iris-virginica
-123,7.7,2.8,6.7,2.0,Iris-virginica
-124,6.3,2.7,4.9,1.8,Iris-virginica
-125,6.7,3.3,5.7,2.1,Iris-virginica
-126,7.2,3.2,6.0,1.8,Iris-virginica
-127,6.2,2.8,4.8,1.8,Iris-virginica
-128,6.1,3.0,4.9,1.8,Iris-virginica
-129,6.4,2.8,5.6,2.1,Iris-virginica
-130,7.2,3.0,5.8,1.6,Iris-virginica
-131,7.4,2.8,6.1,1.9,Iris-virginica
-132,7.9,3.8,6.4,2.0,Iris-virginica
-133,6.4,2.8,5.6,2.2,Iris-virginica
-134,6.3,2.8,5.1,1.5,Iris-virginica
-135,6.1,2.6,5.6,1.4,Iris-virginica
-136,7.7,3.0,6.1,2.3,Iris-virginica
-137,6.3,3.4,5.6,2.4,Iris-virginica
-138,6.4,3.1,5.5,1.8,Iris-virginica
-139,6.0,3.0,4.8,1.8,Iris-virginica
-140,6.9,3.1,5.4,2.1,Iris-virginica
-141,6.7,3.1,5.6,2.4,Iris-virginica
-142,6.9,3.1,5.1,2.3,Iris-virginica
-143,5.8,2.7,5.1,1.9,Iris-virginica
-144,6.8,3.2,5.9,2.3,Iris-virginica
-145,6.7,3.3,5.7,2.5,Iris-virginica
-146,6.7,3.0,5.2,2.3,Iris-virginica
-147,6.3,2.5,5.0,1.9,Iris-virginica
-148,6.5,3.0,5.2,2.0,Iris-virginica
-149,6.2,3.4,5.4,2.3,Iris-virginica
-150,5.9,3.0,5.1,1.8,Iris-virginica
diff --git a/previous_materials/np_pd_mplt_bertrand/data/bar_data.tsv b/previous_materials/np_pd_mplt_bertrand/data/bar_data.tsv
deleted file mode 100644
index 24676caa9243ffea9c623412d8331839fed6cf9e..0000000000000000000000000000000000000000
--- a/previous_materials/np_pd_mplt_bertrand/data/bar_data.tsv
+++ /dev/null
@@ -1,23 +0,0 @@
-# generated with fooo software version 12bis
-# 2021/02/31
-cond1	cond2	cond3	control
-14.644417316782045	2.9453091400880465	24.81171864537413	5.114340165446571
-12.071043262601615	4.406424332565544	21.574601309211538	2.5071180945299716
-8.22746914709182	3.1852515050248806	20.651622951732826	4.449592659096083
-8.980799267050571	9.233559928496131	24.859737015171184	4.127918884772492
-9.080358618317588	5.6291920085265135	18.443503656148863	4.268572385815164
-7.694230104854875	6.503020711301696	18.642541613874208	3.5498483909671847
-7.599781675347266	0.7177137140372931	18.03202862910317	3.1828829793978084
-11.698701634107119	5.233623279246819	23.233583470920532	4.551872236377363
-12.85118587601311	4.164908508298177	16.777059698760876	4.012697826284397
-10.222007465214453	3.8530606053667746	18.405248139687373	4.903494599422023
-9.035341050392997	9.868423421164657	10.61345524543305	3.117720428019477
-11.834986953457499	4.963792795860263	19.390888914271695	5.255737684774923
-16.631862710777938	5.160719789626399	22.031801649843125	3.458114946454981
-7.022382345586635	5.477115208396248	20.53377003464508	3.891374022263035
-11.985764144031462	3.361795864423141	23.416100873409878	3.828626778977407
-10.59188104130614	3.77317240684574	23.904882625215564	3.1120633325977027
-15.35918866611064	4.036201248179169	17.908928899888497	3.939218000053589
-7.7070476362557825	7.2307829291524195	20.88685879579244	3.021976077990768
-13.369820519999111	1.265825280316033	17.216926090913454	3.3039869741919916
-17.400218295628783	7.277575910141663	13.258902467740844	4.05865692313663
diff --git a/previous_materials/np_pd_mplt_bertrand/data/data_1.npy b/previous_materials/np_pd_mplt_bertrand/data/data_1.npy
deleted file mode 100644
index 033e271f53a566a91eb33919674563fbc195545f..0000000000000000000000000000000000000000
Binary files a/previous_materials/np_pd_mplt_bertrand/data/data_1.npy and /dev/null differ
diff --git a/previous_materials/np_pd_mplt_bertrand/data/data_2.npy b/previous_materials/np_pd_mplt_bertrand/data/data_2.npy
deleted file mode 100644
index 81dfdcef2323828c0a051c7de1a029f0ce1a3590..0000000000000000000000000000000000000000
Binary files a/previous_materials/np_pd_mplt_bertrand/data/data_2.npy and /dev/null differ
diff --git a/previous_materials/np_pd_mplt_bertrand/data/data_for_plt.csv b/previous_materials/np_pd_mplt_bertrand/data/data_for_plt.csv
deleted file mode 100644
index 420ce5b4ed200b1bab74ddd917dfac82b7ce12c0..0000000000000000000000000000000000000000
--- a/previous_materials/np_pd_mplt_bertrand/data/data_for_plt.csv
+++ /dev/null
@@ -1,4743 +0,0 @@
-	MW	AlogP	PSA	HBA
-0	0.0	1.0	72.73111270481336	1.1416684150966834
-1	3.63	544.59	391.4275648686457	0.9848635571682688
-2	2.11	383.4	437.4589821943501	15.040385372412596
-3	1.24	162.23	480.1112629835199	11.401906578750385
-4	-1.37	361.37	448.86476920407927	5.73268953304881
-5	1.18	232.24	340.06268955644265	-1.2957779135941203
-6	4.24	357.79	444.7195422915856	5.821088750084527
-7	-1.27	331.34	340.07082707332125	0.672629304940954
-8	-1.41	319.33	240.2418196275796	8.409006713837137
-9	3.88	377.43	34.709473503774014	-2.442904537454522
-10	4.39	280.41	459.1385602072396	6.847987655565229
-11	3.17	284.74	14.838889138502289	-1.798232760549694
-12	1.76	267.36	222.33386724383308	7.116789244714856
-13	-1.41	147.2	42.00909202398429	6.777620351503604
-14	2.79	252.27	47.80558185382028	4.243578233479955
-15	0.57	305.16	164.53651382117835	-4.641351513081172
-16	1.49	258.32	197.0402766506969	11.200038047390755
-17	0.03	236.27	45.87106302473964	11.233234180377249
-18	-1.33	222.25	201.55044661274857	5.563664899847357
-19	-0.21	172.2	287.4957992358386	11.089018040041546
-20	1.54	290.32	211.0897928514916	9.516528376464793
-21	3.09	414.52	327.87810650494254	8.949241062215334
-22	0.67	266.34	419.5030905614428	-5.75897421623621
-23	1.23	180.16	23.82829801858544	12.63566411010284
-24	0.7	341.43	71.9627150354204	0.4612573314887829
-25	2.54	259.34	271.8871034459152	5.239161427282184
-26	2.41	270.24	429.212073343056	6.147436536704474
-27	1.12	334.39	260.6585082328061	0.331418938686653
-28	0.01	252.34	162.14219868958952	-0.7472319332778907
-29	-0.91	375.39	239.57428894473165	3.73870882139933
-30	-0.7	401.43	387.0839920133188	8.571813277830636
-31	-1.37	361.37	326.0004257658235	13.2234606529625
-32	-2.75	244.2	278.6618724260444	4.193390580775323
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-34	2.75	248.71	388.6992447642677	4.575246737805853
-35	5.55	300.44	360.6146915291499	1.822287464477332
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-41	2.14	270.24	253.5819844870401	-1.0502709397374996
-42	1.56	232.28	406.338944640555	11.85231612292825
-43	2.63	293.36	225.4092085622057	6.927540200770128
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-45	2.02	385.5	161.9855423549011	10.47394318160046
-46	1.63	302.24	20.142222062927207	10.394156749899745
-47	2.99	395.43	474.13303989990976	5.069967681409426
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-52	4.29	247.38	3.474847203045861	6.859679797311728
-53	2.29	266.3	43.72062678989613	-0.3132557101090647
-54	0.07	444.48	460.1147888975909	16.634627838368306
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-58	2.35	275.34	340.37817028937553	13.49155624202318
-59	-0.81	137.14	410.5719651510847	14.14686939540808
-60	1.75	348.35	254.81665364432035	6.56399381922569
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-64	4.74	318.86	267.6639089764629	8.848059332618607
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-66	1.77	468.37	382.57378371323057	14.137942013351154
-67	3.61	531.43	114.29394800732685	6.461170725188823
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-72	1.45	327.37	145.73202575688364	-1.1641237058332177
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-77	1.78	299.8	327.4182097548124	5.367857208724129
-78	2.04	399.44	442.4942142986077	2.283545534770929
-79	0.14	261.09	70.19336518551	6.315723323950133
-80	-0.71	111.15	379.50319744001337	-1.9798139891999336
-81	5.65	416.13	114.93969909444988	-0.4654827223604973
-82	2.59	807.88	388.88413669787934	13.07759854074178
-83	2.18	236.29	53.25456205424839	10.083684867285864
-84	2.35	275.35	352.11394115897576	5.748191204852892
-85	2.79	198.26	435.2184083573624	7.4259576133707075
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-1654	5.4	288.36	359.0026161394683	-2.5074298096201764
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-1656	2.49	200.24	241.28526654823872	-9.33196298023102
-1657	9.83	607.61	451.67713657621306	5.5658729709756445
-1658	3.53	406.3	21.89879256148164	4.258918027317625
-1659	3.02	392.86	342.3693928471792	2.6915486709225496
-1660	5.38	332.24	340.7582946567342	5.330042488743136
-1661	2.24	327.4	18.593058471153117	7.932053164262188
-1662	-0.16	178.19	426.7072763848212	4.371194061919792
-1663	5.56	365.9	313.297161456856	17.01596354221244
-1664	5.89	410.94	160.57363328079472	12.31973966903621
-1665	4.74	434.61	223.74265259477397	7.857927990461666
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-1667	2.65	354.36	63.64534280689082	4.879500641409418
-1668	4.29	420.58	1.974182695731852	10.556592712208698
-1669	2.9	286.09	310.388129169488	9.539981170062374
-1670	3.42	435.52	250.96257534114972	4.49929246108844
-1671	-0.25	353.4	290.2512739636472	1.0719789011593268
-1672	2.56	251.12	439.8373246009195	10.896541399419853
-1673	2.56	251.12	59.09936670823141	10.557621192144762
-1674	2.58	293.11	472.437126854607	8.227088133654313
-1675	3.86	269.36	492.29175726744927	4.171222907788067
-1676	0.97	375.42	437.0459228296125	4.215283481058655
-1677	5.82	498.63	32.38094691955013	-3.278925810084184
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-1680	5.56	492.54	259.7868047211601	11.309478384554634
-1681	3.71	264.36	477.86419222359496	5.150426573014549
-1682	1.93	278.65	360.373839418769	-0.3082012709091923
-1683	2.51	345.78	311.7047690529307	6.435854758017116
-1684	3.86	309.28	126.9515913084453	4.8863739097339485
-1685	4.59	299.41	300.00670340859193	12.242421136504923
-1686	0.87	318.33	207.64148598616825	8.341550516658305
-1687	4.29	348.82	447.1932857040648	10.011568604815006
-1688	2.78	264.36	340.8016642404333	2.194229770612488
-1689	3.3	308.42	209.10314372993383	2.0387767575968416
-1690	2.33	385.46	171.2169974496615	1.488411689123354
-1691	4.01	473.35	208.0896646764237	-2.3821507537775237
-1692	2.52	346.42	455.4819977646916	0.1480628596492392
-1693	4.44	728.88	141.09112992297352	-2.3647865378670927
-1694	0.42	154.17	436.67143577787897	-0.6641126221085658
-1695	2.69	287.28	34.758986812591594	-0.2563886861648159
-1696	6.21	398.58	452.52739817250233	4.931388432040548
-1697	2.57	293.41	237.0964965779576	0.5733838828631495
-1698	5.38	332.24	344.4013624480633	11.22377842509923
-1699	3.98	312.84	0.3267828665078909	1.3249983593963828
-1700	0.53	290.31	278.3330334378789	6.875235565401903
-1701	-0.61	270.26	325.80437210512866	5.762103550265575
-1702	0.58	276.29	169.2665661019495	8.525100242524143
-1703	3.26	341.43	46.43520247960648	8.885081332766939
-1704	1.76	288.34	443.31405576208607	13.872692050897117
-1705	3.93	373.65	280.67138811377544	7.204274821068516
-1706	1.9	146.14	331.00408262482307	7.729925786691284
-1707	2.18	181.3	313.47365528171986	1.2752663730359537
-1708	2.13	328.39	293.25660037317505	11.943727477336315
-1709	-1.24	300.29	277.81694999676847	8.99160811748023
-1710	2.16	198.22	15.65747495344877	2.731519327464384
-1711	5.68	496.62	229.94922252011824	3.800445513879176
-1712	7.51	773.95	54.10431260740561	4.615591863560595
-1713	1.09	248.67	474.4526983079909	8.897424015922471
-1714	3.09	421.49	210.24718517980884	-2.820779774151018
-1715	1.76	216.63	466.249815843084	0.4174236222910483
-1716	1.46	368.38	369.710950501823	2.850614354433977
-1717	1.81	300.36	94.5962254763358	10.449832002544968
-1718	2.06	417.5	119.15899131185805	5.24817177947954
-1719	4.64	320.47	401.6539846438304	8.29091442854055
-1720	2.03	233.65	336.7181836683964	1.5705847804534172
-1721	6.69	428.16	29.768355877512644	4.571499924417846
-1722	1.15	320.73	227.96253285750905	7.868447438322379
-1723	4.0	393.65	233.03107484707093	7.354027241328377
-1724	1.19	209.68	69.16687739495708	-6.657678618318446
-1725	8.19	585.95	395.1714085820918	5.648622046802367
-1726	1.98	153.26	61.58131727477395	11.065832409874972
-1727	2.41	270.24	62.6243638041537	5.0753704913492825
-1728	4.24	411.5	231.55200329471964	3.464958570763979
-1729	3.9	443.52	275.39760852197867	-4.803395139026419
-1730	-1.24	242.23	230.01121667342937	-2.023605013667896
-1731	3.79	360.41	422.2708948439242	3.524726236526079
-1732	5.11	449.65	434.7376127980393	9.543487914780842
-1733	5.33	426.57	118.58048041012864	-6.1033334385026485
-1734	3.83	406.56	83.26984100337759	-2.214719551875202
-1735	1.1	173.21	52.76831514417457	0.5572653784465151
-1736	2.75	472.57	460.3686705851168	5.625445925366714
-1737	0.84	711.93	124.45534583575602	12.537374282991356
-1738	4.71	513.41	335.225793650121	8.246589066616192
-1739	-2.53	967.94	40.66503523121706	1.100874265352524
-1740	-1.41	746.98	11.977225750262113	5.988718390852484
-1741	1.23	146.19	382.69366783855344	2.311874537684948
-1742	8.0	585.61	93.27421342865104	-0.0182693879723032
-1743	5.14	482.59	319.61058256322696	14.906660260595045
-1744	4.01	449.36	467.79214636883466	3.7007591981571135
-1745	7.49	586.74	387.0826519492002	7.572441952015593
-1746	7.44	507.05	123.6584466689295	9.775439829465206
-1747	3.7	344.45	192.7446274781048	16.28135448616118
-1748	7.68	643.65	110.2277073503089	4.912976134248892
-1749	1.62	393.44	101.08237391157004	7.892454310494266
-1750	2.37	576.64	150.8637551455837	-1.1879393384379746
-1751	2.52	388.83	472.5101414882632	2.104500051121985
-1752	5.07	286.42	357.1849977061052	12.771284704700909
-1753	4.63	435.63	441.5461187695217	3.641310651106042
-1754	1.86	341.41	247.3795143673331	6.124042831342809
-1755	3.5	280.41	237.01667671806345	-6.677979680855167
-1756	1.9	228.29	54.8670825768986	12.574663093524148
-1757	4.2	311.3	85.95420416129507	3.135754731091583
-1758	0.57	317.34	58.1001172067494	-1.382359470214903
-1759	-1.82	330.32	134.79458258945536	9.451090966677327
-1760	4.47	362.47	92.16536311368034	6.673714652387387
-1761	1.26	253.29	390.0919788894701	2.007780602529991
-1762	9.79	622.92	149.12353519469312	4.854460439159491
-1763	2.02	263.68	206.79405091792336	-0.5913266500153638
-1764	3.9	354.37	289.7970377814564	-0.8081096409814386
-1765	3.56	435.34	146.1016188413143	5.636971809380658
-1766	3.26	339.2	458.75561744255145	8.305104339570262
-1767	1.18	225.63	263.2649482571412	1.3252921706190075
-1768	2.31	281.31	253.6195520479705	6.453345396542435
-1769	10.74	635.66	191.14957094121843	10.48089598501906
-1770	2.76	302.21	73.19786301133458	1.669301484249082
-1771	1.7	239.07	468.4461551628928	8.27749660888039
-1772	2.67	324.76	109.8594939743679	9.553706789403517
-1773	3.39	369.23	280.13776217082204	-1.6534452408324816
-1774	2.5	362.83	71.23790795087565	-5.749807478002653
-1775	1.83	177.24	121.91123225734744	2.139893831843537
-1776	2.78	423.28	88.51548544830118	8.541690323650798
-1777	2.84	387.48	150.82830025678118	4.1621191136498
-1778	2.27	200.28	302.7022461980429	1.1332969025597976
-1779	2.68	430.53	357.98675104826435	4.611595636703674
-1780	-2.49	942.02	418.9517651430417	7.384175457823757
-1781	3.27	404.42	178.45841698698035	-3.437327923040458
-1782	1.93	241.69	421.8811674579116	-0.6958912149348286
-1783	2.41	798.07	19.074344066816018	1.554599981071064
-1784	1.51	304.29	475.8357008576945	1.5573810348030594
-1785	1.9	239.28	289.4041255101397	6.88668359533828
-1786	3.81	420.32	431.689104777845	8.32060204354584
-1787	-1.65	246.19	289.34642648014403	3.905452891248791
-1788	1.31	182.22	103.26337615000008	5.6844840189911805
-1789	1.31	259.26	448.63752128215583	3.630281849024964
-1790	2.88	338.31	208.3600440968897	5.347457809099464
-1791	6.03	510.64	329.2136096418063	-6.708486043780246
-1792	-0.25	383.42	129.50982652213187	-3.63019519709035
-1793	0.88	239.17	77.5197232498271	8.028820085671033
-1794	4.9	354.49	382.12866555372057	-0.4575017136293162
-1795	3.1	368.39	403.71703730247225	3.2475460126949978
-1796	2.97	394.24	119.61527626092334	9.678684039394316
-1797	1.58	246.22	379.0895140667234	10.374898551306558
-1798	1.23	536.65	355.9581615626649	9.677774976056474
-1799	0.73	205.21	494.8707518195479	10.44951038386438
-1800	0.92	233.65	112.5451288846972	2.699306037691769
-1801	2.7	268.1	79.3754535107486	6.83936452316749
-1802	1.91	342.42	394.628780142853	7.159646255317071
-1803	3.77	449.36	376.9316638619765	15.422484559686469
-1804	1.8	202.25	444.9966449163761	14.575994157949346
-1805	2.01	230.26	425.8907680672786	7.239125875652877
-1806	3.48	451.34	274.8833155262343	-4.386478061319144
-1807	2.22	328.36	165.39121723526384	5.226726929851082
-1808	4.47	426.47	183.8076284428884	5.96504959253528
-1809	2.49	200.24	457.4639459735532	-8.297388975312233
-1810	4.96	383.27	235.111451485623	-7.267920011996907
-1811	3.94	340.42	312.44397609761864	14.13623961422165
-1812	10.28	609.62	434.2229944965385	-2.871875015407213
-1813	2.07	326.31	261.5467747449212	2.0611177277722725
-1814	2.91	399.49	427.5706323438545	1.5589970311097625
-1815	4.8	487.43	433.303348398849	11.759487786313027
-1816	-8.27	587.58	324.69373026670223	9.124829335333398
-1817	2.77	266.38	282.7558317476545	1.8744646577445767
-1818	7.02	586.74	291.1303021863973	8.32735194346671
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-1820	2.35	274.15	390.0563616868537	-3.040528452546712
-1821	-0.04	543.52	351.1825715070041	6.273191866764414
-1822	6.12	428.61	482.7370231397294	3.871230452522976
-1823	1.4	401.46	28.575061492113697	3.843113029285664
-1824	4.28	355.26	186.24621439440247	2.6707713812060145
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-1829	2.84	320.37	266.15018368110753	3.7991330945126234
-1830	5.22	280.36	439.36037727186806	4.683583195535534
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-1833	3.41	236.14	89.54197216644872	8.044615737934617
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-1839	-1.78	246.19	37.3157399801029	11.342939927497806
-1840	2.88	407.28	16.28221705051508	3.149948787935155
-1841	1.92	300.34	81.26641009848085	-0.7416137292462786
-1842	5.13	469.51	34.83993734481644	7.334389372332533
-1843	0.62	265.29	368.0312214579128	-0.2515223068575887
-1844	-2.26	347.39	383.3771970515264	-0.1266402297516951
-1845	2.38	312.4	190.29034558237836	0.9839930879118226
-1846	4.88	525.51	60.06221439016568	1.7601979056630317
-1847	5.05	501.45	20.306491439336995	0.0823858439494538
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-1849	4.75	496.51	151.75126277892315	0.6993053022525748
-1850	1.55	160.22	246.55735413643808	7.305871188501555
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-1854	1.93	292.37	74.73654884736763	6.798012800832831
-1855	6.08	451.6	408.50580127623874	0.5669524635345669
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-1857	2.91	423.28	140.19177411763988	2.123958039155045
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-1859	2.43	252.35	377.9746094445153	5.375988957659609
-1860	1.97	363.41	137.02407803681305	4.28768167675538
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-1863	2.72	361.32	85.98369023553437	3.1711689837334034
-1864	4.36	311.3	328.6509297239825	1.9173383336815504
-1865	2.71	392.25	411.10927621214967	14.423600135427806
-1866	1.33	146.19	446.42736169580354	2.772937958068277
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-1868	2.54	439.25	3.8588299118687552	12.389666626328191
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-1871	4.87	460.52	235.25376171749247	10.885078858905644
-1872	6.35	522.16	292.09083178724444	12.832101248849376
-1873	1.9	286.24	50.31246778897525	5.540556196092882
-1874	2.6	428.92	228.92570586227308	-3.122836700799523
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-1880	3.45	476.48	469.1065041200322	8.424431232776495
-1881	1.2	286.33	75.46038974647202	-0.9324533161263489
-1882	-1.83	306.29	440.3203870979405	-0.4932095224175761
-1883	-2.94	992.86	298.70822853732653	0.2125472785122593
-1884	0.77	168.19	111.76346138700184	3.3646512068774204
-1885	2.71	349.43	61.48958763185447	10.940733918610244
-1886	2.87	372.46	251.3321087205824	9.675896141030147
-1887	0.67	229.28	48.21859396288053	5.236509949167794
-1888	0.92	230.26	228.094846346574	-4.985775282587108
-1889	5.09	335.45	327.4694504943668	0.1680139503307849
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-1892	2.34	350.42	310.3227362924787	11.6729704175214
-1893	2.97	350.39	336.3026549512002	-1.0948891990532674
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-1899	2.69	350.34	432.76734418217126	0.9025193268415572
-1900	3.18	313.35	37.860674771817536	4.657776609995686
-1901	1.15	182.22	363.3838259897983	9.767820965280354
-1902	2.56	175.18	359.23975080305075	10.836885707107768
-1903	2.11	257.27	373.25712561182434	5.71517718235586
-1904	-0.21	172.2	109.98859932795467	2.0472681890439115
-1905	2.99	294.14	463.2193960952998	9.317698276858172
-1906	0.87	209.64	490.4049141341451	4.233164398762378
-1907	2.5	298.18	494.128738180622	6.35274851066506
-1908	3.49	335.48	190.65775959385311	5.267672870740308
-1909	1.4	244.29	162.17367146385885	9.122720207917524
-1910	3.1	380.44	141.2306323416409	7.762131664614111
-1911	5.29	478.52	341.7535644018776	6.080972068248931
-1912	2.14	767.96	429.6381172431692	14.121901336621628
-1913	2.49	200.24	29.70528910835701	9.68741369208685
-1914	9.37	581.57	396.3085567610793	2.483019755067903
-1915	1.27	270.08	19.66828548526672	3.2044515068747126
-1916	4.75	325.33	16.235697262626193	2.939855030173306
-1917	2.31	275.26	182.5525467977208	-1.3618548663031298
-1918	0.54	251.1	179.99122313134131	10.890979970400744
-1919	2.28	301.34	297.2081025626906	7.737834342896278
-1920	2.87	334.39	498.3715497060641	-2.713135844737926
-1921	3.71	377.48	429.0912614798224	-1.2535465841422084
-1922	1.23	423.46	18.949093709176967	4.546749591637568
-1923	6.9	497.41	368.3615482229233	5.116978633518529
-1924	1.4	179.22	17.92741263287667	5.256207757292303
-1925	5.94	349.26	44.288067835283776	2.671871537576083
-1926	1.09	246.29	24.394146158190637	2.5499761980546425
-1927	1.6	195.26	245.63399176307925	6.983779567410245
-1928	-0.43	921.95	136.37400696705987	5.2081395821957015
-1929	2.97	360.45	194.1253475026183	3.2641578523105323
-1930	1.71	296.17	69.62145482561438	3.6730775908515128
-1931	0.96	217.27	250.9297352161064	2.9739576902070777
-1932	2.11	311.31	467.6856487225577	2.308350499571329
-1933	10.28	621.63	443.3821808305333	7.409456037389219
-1934	3.26	249.11	445.3627548122241	4.491839731391568
-1935	3.66	292.42	84.01735123016074	11.455133571562426
-1936	4.66	473.4	130.72403300381296	-0.0670388552128198
-1937	5.25	429.57	445.4075980827656	1.788899798766506
-1938	-0.77	383.51	138.34751387671423	6.9847372612394665
-1939	0.98	277.3	35.813484124512904	12.144578223276945
-1940	0.04	194.24	95.59573593601922	-2.075415391087541
-1941	2.47	168.23	480.9070539455759	12.61420411479302
-1942	0.7	259.31	144.60735683262615	-3.7862644836904096
-1943	1.62	232.26	381.1833510798845	7.927938527253782
-1944	6.48	735.82	9.20208238876663	11.554393864560115
-1945	5.59	336.43	425.24024181034247	14.126878659109162
-1946	1.5	140.23	332.4485971168841	8.168440082930937
-1947	3.18	362.83	442.0932149040223	6.5227660078227725
-1948	3.53	427.58	166.86654826637033	-2.91862130961162
-1949	3.86	419.43	362.7017520685717	-3.866081524361867
-1950	2.63	387.48	496.2684122611497	15.04380897666168
-1951	1.62	178.19	407.5451317407665	2.4875307029482863
-1952	3.57	366.48	150.5866656354754	3.932865400528704
-1953	3.22	381.47	395.1538800727699	5.463660626721243
-1954	2.28	229.07	146.83382510288507	-0.8455714121523661
-1955	1.55	243.24	314.96414736119874	2.776169006398624
-1956	3.09	315.36	441.7275744418293	1.1896599418855835
-1957	5.26	481.5	80.39779786642553	5.841985639153295
-1958	4.05	360.86	448.5861736673983	11.852792110698417
-1959	3.68	586.79	145.84793219992363	-0.6450686772468348
-1960	1.42	214.27	328.47627811006817	-6.654838787890716
-1961	0.71	218.21	249.2592719941956	6.106870587830303
-1962	0.25	201.24	75.68404717798555	-3.1965452465760595
-1963	3.48	451.34	423.3394815995125	1.1118734077665793
-1964	2.31	275.26	312.8876421858016	3.79069857989985
-1965	4.73	446.5	477.90556062277614	3.798236808599408
-1966	3.09	401.5	20.51726058102709	3.9114963492282335
-1967	5.14	348.24	44.055891023895455	1.162792278833212
-1968	2.98	301.65	234.56268496473552	8.546626294988746
-1969	2.19	391.42	453.5597433706745	4.020659624097815
-1970	3.16	361.82	19.26287133687371	4.304628338896638
-1971	0.23	111.14	379.5686967416714	13.411825861123551
-1972	2.46	402.46	370.2159058398626	5.811845394513964
-1973	2.58	199.21	419.4621889508709	11.287620557479558
-1974	1.95	330.4	64.64332250587529	-0.7769961517253812
-1975	2.01	223.31	77.58306989892655	1.9935175840416397
-1976	3.13	437.31	111.6620481518893	-2.600510876567588
-1977	-1.67	258.28	55.00891525512619	7.769470406831049
-1978	6.29	563.52	238.27133352736408	5.587164741247769
-1979	1.33	203.2	179.86119885644803	-2.7635756840939028
-1980	3.19	282.13	65.11490385498703	4.226596506590775
-1981	1.49	259.1	176.3035460517664	-7.153515811474257
-1982	0.39	112.17	48.24832376882632	17.493412809895627
-1983	2.61	415.46	425.7507647316853	2.547638268700779
-1984	3.59	376.24	12.174084664309635	7.220082346923653
-1985	0.85	126.2	454.24861736188046	-3.5092440515512564
-1986	2.72	370.43	110.34361668709286	3.269172091500373
-1987	4.91	338.21	392.89347764547847	2.3838477928149078
-1988	0.52	191.18	286.48945706874645	3.617826827182742
-1989	2.67	289.28	251.3281794068784	9.25342588031819
-1990	4.41	487.43	421.2942849399993	4.034173138919787
-1991	1.71	139.24	494.30850261776544	8.232464007794803
-1992	3.28	357.44	19.37181228646317	0.4507871323480001
-1993	3.85	312.37	396.7779359532128	2.7685478324425903
-1994	5.12	370.49	243.6080230645653	14.360185913153448
-1995	6.61	442.64	161.0869594348751	1.794652998280454
-1996	3.48	375.85	366.25446415351234	-6.404782274097137
-1997	1.66	255.28	57.02037210852312	4.14033976592234
-1998	0.22	262.26	67.4947453372478	-2.441465318984214
-1999	5.37	436.51	67.96986402702143	-0.4928098231219771
-2000	3.93	314.43	371.33262244859554	10.326173411390435
-2001	2.55	387.48	174.74755295621637	2.0509906510164644
-2002	2.92	297.33	67.87144635096254	8.12935742097738
-2003	2.57	352.47	280.1016784259674	-1.2083557311044304
-2004	5.26	542.75	138.2135967799058	-0.9793123553477612
-2005	1.99	260.24	350.35624672592803	7.678903467229325
-2006	0.81	275.31	266.92081480298486	5.354667402763978
-2007	2.17	293.16	396.7867847768708	4.041467176212226
-2008	2.24	215.25	424.5639325607147	12.083828363277243
-2009	1.49	367.4	60.39537392783456	7.4407585202091955
-2010	1.99	251.32	272.3890244908896	2.643117737017182
-2011	3.19	406.66	283.2080509235441	4.967167248007522
-2012	2.69	175.27	190.56190031630769	2.4710331249854423
-2013	3.85	297.27	432.27466705540536	4.85557356058528
-2014	5.83	549.5	195.0213660782183	-1.3154729552349744
-2015	2.74	339.35	445.93968280071226	8.191390632324957
-2016	0.88	234.64	317.6426651036028	7.201341697054184
-2017	2.69	350.34	67.19396982626213	8.75251797954324
-2018	1.08	395.82	278.79543165034	7.18838432287591
-2019	5.0	480.51	179.03915853760398	-2.339355266756444
-2020	3.95	522.63	130.7402327281862	-0.4316962260224724
-2021	-0.21	172.2	308.53638600646593	1.0927472870084918
-2022	-0.01	190.2	180.3842034434813	9.653051549201823
-2023	2.31	275.26	314.16715854725265	6.512479157159601
-2024	4.31	311.3	175.07065693752645	1.6722197536038963
-2025	2.56	251.12	92.6837980161701	0.7105012610027215
-2026	1.3	182.22	16.77618874188269	4.420236413759724
-2027	1.75	196.25	199.93913708975148	-2.030111171677814
-2028	2.42	333.77	221.24210581952784	8.954955800384106
-2029	2.57	333.77	139.3622395198465	3.557946972978865
-2030	1.71	255.29	50.891486702559	17.589462998872136
-2031	3.66	276.71	460.7083255980947	4.036428366124474
-2032	1.71	399.46	71.25712284237851	3.655640966520541
-2033	3.09	363.46	157.31705896932263	7.3123342322358305
-2034	7.24	484.5	274.7087089677506	8.414650106966786
-2035	0.5	211.2	441.9910976079596	2.6586296196608594
-2036	5.5	279.46	325.77799613709857	7.024307917958836
-2037	0.14	391.46	434.4774055993111	6.382642624426246
-2038	2.24	215.25	67.38548151538726	10.136923111469333
-2039	1.89	323.35	496.3297886288024	9.667911604894146
-2040	0.54	820.84	24.25795222935073	9.844412555758977
-2041	4.18	296.29	130.02714781168584	18.0402750817359
-2042	2.07	188.27	274.6638836652921	4.340116274316015
-2043	5.32	349.26	100.9823275418475	6.992576848643372
-2044	4.4	337.23	69.1101436669851	4.117318365570635
-2045	0.96	266.34	96.70006940111703	4.153252041402487
-2046	3.8	461.58	102.64352973313306	12.075476357457244
-2047	3.03	361.44	378.0218690261353	12.373201097557182
-2048	2.57	229.23	337.49430358678137	9.627481420127053
-2049	2.31	307.38	247.8393480546675	2.5141263309307167
-2050	5.0	398.49	409.4174407279012	1.0788444066526823
-2051	4.89	274.32	190.16781250061624	6.341731691058006
-2052	0.21	175.19	492.2894210465112	3.9828691058051913
-2053	2.34	283.3	75.55208045404244	5.203285189792712
-2054	4.74	356.87	388.0735519716838	2.0646867228306447
-2055	2.26	253.3	376.1015341959338	-6.130916420226161
-2056	2.7	253.3	28.518295837733188	5.417897933665513
-2057	3.32	386.48	298.6041338957433	1.7863990822008988
-2058	2.58	235.28	19.854470772071807	6.083773073173794
-2059	-1.26	418.44	138.64062341907967	8.90545021893767
-2060	1.85	167.25	416.32135683891966	4.041912609406063
-2061	3.53	363.46	328.61524981999656	6.754599970090334
-2062	4.49	319.38	242.6093949853729	7.084624606538541
-2063	1.66	237.29	204.912865066906	11.010124061611885
-2064	1.44	345.4	27.443006755144992	-3.487035594027404
-2065	4.29	320.34	340.22077132794857	9.916610547094551
-2066	2.75	283.16	227.79076044065704	3.178605816093704
-2067	1.89	325.47	452.7371986760176	-2.4397840237415025
-2068	2.52	391.47	332.6271737983972	4.786268616396717
-2069	4.49	319.38	167.69395622388734	-1.6876587859151917
-2070	3.56	376.24	181.65461253198023	14.087827301653368
-2071	3.18	283.25	416.0123712070673	3.9949007427087615
-2072	3.81	292.08	258.78124520664284	9.46774488518784
-2073	1.76	267.32	168.93287591466273	-0.2339076574301835
-2074	5.82	410.42	457.0782591025246	0.2953316110389403
-2075	1.66	237.29	136.8382902997764	3.845142653204298
-2076	4.8	487.43	419.3674886075159	3.427126311861309
-2077	2.61	295.4	366.9396587200056	4.425790508391545
-2078	1.88	290.75	227.9055097350492	2.075519185487726
-2079	2.46	271.29	295.9379266247915	6.677217159848269
-2080	2.07	394.42	332.4943138814552	-3.1076584168302013
-2081	-0.07	187.22	45.059982895211846	4.330412546096296
-2082	2.12	223.31	400.3439131415988	2.405813350743031
-2083	3.95	293.27	244.66810668400925	4.768606756251116
-2084	6.12	280.45	104.0015528902723	3.785504680285822
-2085	1.9	374.43	168.5339872724647	8.65982539966674
-2086	4.27	487.38	407.649319183316	-4.901416116918021
-2087	5.97	366.41	333.6563192302539	3.2881294536622887
-2088	3.07	343.42	48.4177087276228	5.22987832570552
-2089	3.1	362.21	354.36181411453003	14.342672594977069
-2090	4.07	367.44	139.09548571213492	-0.3370900922090651
-2091	0.53	230.22	412.3333094113122	8.123074322597887
-2092	2.84	266.29	428.7760918134964	-0.2806599769919193
-2093	4.61	501.45	464.1919217659764	9.44904083587349
-2094	4.21	303.38	159.51038382697007	6.064065355770695
-2095	4.58	289.28	83.01831845968566	1.9858252733805952
-2096	0.65	397.44	40.01968709147524	3.454106629540199
-2097	1.15	247.25	483.1864962118309	6.9386860870214
-2098	3.66	276.71	239.3965222277953	13.708258029067387
-2099	4.5	290.36	298.1646938330535	6.977252255465879
-2100	2.26	293.4	435.0394525771088	8.398978822235176
-2101	3.1	362.21	217.046638455852	1.1283176392242975
-2102	2.06	177.23	126.36009099043676	11.457589334093996
-2103	4.86	431.55	275.51685127932376	4.752132757238488
-2104	1.48	295.35	401.09796571426926	-0.8863240776704631
-2105	0.9	267.3	110.24146850608928	10.995403667268247
-2106	0.84	346.4	481.60589839339167	8.600401548433355
-2107	0.28	327.38	439.7472993823324	12.20954097930886
-2108	5.25	501.45	32.025251502682984	11.01053032981803
-2109	1.26	285.27	166.91862973514253	9.288223897038002
-2110	2.93	341.79	270.51517459896604	4.980495965650416
-2111	0.06	189.22	135.2686637600241	9.837243447162315
-2112	1.03	302.28	96.24552964590404	-3.3754361329387272
-2113	4.79	517.45	127.53703076232576	6.0561234961111525
-2114	0.74	130.21	437.5987251467776	11.881124694246408
-2115	2.57	273.72	75.72366524373952	-0.3423741023491793
-2116	1.99	251.32	233.53308547545728	5.2735041761547725
-2117	2.94	255.32	234.5389811901664	7.153170115914779
-2118	5.27	324.34	300.44985662080364	2.066701780127336
-2119	0.68	89.14	174.69819538355895	7.010725699566613
-2120	2.81	273.38	231.40347854916945	11.709938997653378
-2121	3.03	273.24	66.77958212426354	-2.395679359668623
-2122	5.53	454.6	47.264458525328735	14.070848973581086
-2123	3.47	351.38	414.275849827881	2.259623402390757
-2124	5.39	396.48	403.15012760380114	5.374766684758671
-2125	6.3	406.43	473.70851016639983	3.825088905045437
-2126	2.88	254.33	194.052371519267	4.987371468014584
-2127	4.21	323.22	229.7962919736155	9.652919365810956
-2128	-0.75	343.36	294.9568590654583	3.6650510032014743
-2129	0.9	267.32	120.05320855033064	12.645164920729924
-2130	3.99	332.42	51.91077788356552	8.654961500983639
-2131	1.52	273.29	173.9530030641273	15.531011804148507
-2132	0.95	381.83	27.068983698793904	-6.440425196810633
-2133	2.87	334.39	40.41385258746711	4.082809943417136
-2134	3.55	227.22	185.5218337398683	7.889550517154296
-2135	1.71	255.29	34.53428549054976	10.13777328243292
-2136	6.51	555.54	282.87768555748653	11.062161662146998
-2137	4.29	296.29	144.25607943086106	0.3312105350336409
-2138	2.41	287.35	258.4557526953367	12.816480198507948
-2139	3.65	262.31	459.4662451262923	11.790903640419351
-2140	2.27	396.52	5.465119762227133	13.87696970051207
-2141	2.59	348.4	248.80418382479013	5.157572680036523
-2142	3.66	276.71	193.6272527239624	8.25478822118232
-2143	0.82	348.31	367.6481529004484	9.535082495714764
-2144	2.1	321.38	323.1106656330453	5.314969244242414
-2145	4.49	319.38	36.39513268006422	3.391709205913552
-2146	2.62	262.74	122.84562839050596	5.795502450831529
-2147	0.62	161.16	394.27082327409335	12.409544853116088
-2148	-1.27	454.42	3.787949114066436	-0.642005221038275
-2149	0.75	266.34	362.9233651577291	-2.077266043338025
-2150	3.37	393.48	141.02075797220743	-3.3872752817802567
-2151	3.6	542.69	201.5828058374317	-4.791863885632688
-2152	3.24	341.44	274.098632100503	-2.290667863077504
-2153	1.6	296.32	358.33995626534795	2.867532531150726
-2154	3.89	370.21	332.3054883787803	2.997227700686502
-2155	4.53	333.45	353.61275886783113	-3.774653742236282
-2156	-2.27	354.36	39.87281994279446	-0.0005597986810768
-2157	1.45	231.3	259.6283712546384	0.949464097344726
-2158	1.16	235.26	498.6573647234168	-0.0042131150699153
-2159	2.47	168.23	345.5090916755148	0.7025324056708708
-2160	1.74	289.33	170.6667065846011	2.3384573911121302
-2161	1.03	271.27	170.76190074218823	-0.6344866993479918
-2162	3.09	215.33	39.27693746831612	10.182485491313509
-2163	0.34	334.28	413.4068531291178	-4.0227381788778445
-2164	3.33	360.45	260.431711246338	-2.4308539105825213
-2165	2.06	297.31	33.35497371050572	9.039761715049403
-2166	0.55	312.37	241.9554842860544	3.761375384495668
-2167	5.71	515.48	171.58176102174156	-0.922362605328253
-2168	3.37	261.32	360.05076918104004	4.495989403622569
-2169	1.57	192.21	178.12653250616	-1.014545681489296
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diff --git a/previous_materials/np_pd_mplt_bertrand/data/fr_sp_it_temp.tsv b/previous_materials/np_pd_mplt_bertrand/data/fr_sp_it_temp.tsv
deleted file mode 100644
index 927af2443614d2d81115d7b10e9d1ffdd4146ea4..0000000000000000000000000000000000000000
--- a/previous_materials/np_pd_mplt_bertrand/data/fr_sp_it_temp.tsv
+++ /dev/null
@@ -1,183 +0,0 @@
-	City	Year	Tmp	std
-0	Barcelona	1995	62.01917808219179	9.569756297123327
-1	Barcelona	1996	61.12595628415301	9.420764506001397
-2	Barcelona	1997	62.61232876712331	9.827234879971101
-3	Barcelona	1998	60.2739726027397	19.75012607691891
-4	Barcelona	1999	61.20465753424656	13.904525518554435
-5	Barcelona	2000	60.069398907103846	9.099817440252128
-6	Barcelona	2001	59.27945205479454	10.523427017015313
-7	Barcelona	2002	58.044109589041135	18.929773327478483
-8	Barcelona	2003	63.13945205479458	15.153889346840758
-9	Barcelona	2004	62.87513661202182	11.071518902264671
-10	Barcelona	2005	62.041917808219225	12.211059284082598
-11	Barcelona	2006	61.9854794520548	10.383211438819417
-12	Barcelona	2007	60.556164383561644	13.128345584082622
-13	Barcelona	2008	59.65191256830599	15.614665889880865
-14	Barcelona	2009	61.552054794520586	13.90370839128742
-15	Barcelona	2010	60.66794520547943	11.479319072602506
-16	Barcelona	2011	62.83479452054788	10.102326479631735
-17	Barcelona	2012	63.03224043715851	11.292237552376044
-18	Barcelona	2013	62.24657534246573	10.973485554623132
-19	Barcelona	2014	62.43726027397264	13.027373258325785
-20	Barcelona	2015	61.795081967213115	16.233531266810775
-21	Barcelona	2016	60.80081967213118	19.506541913124646
-22	Barcelona	2017	62.51479452054798	11.352460171672947
-23	Barcelona	2018	61.391506849315086	18.513200196464584
-24	Barcelona	2019	59.71917808219182	23.21768377728357
-25	Barcelona	2020	55.43731343283583	5.669011817215402
-26	Bilbao	1995	58.94547945205482	9.152938194122601
-27	Bilbao	1996	57.40928961748634	8.299521097803076
-28	Bilbao	1997	59.65315068493152	8.59646759755442
-29	Bilbao	1998	56.50794520547946	18.5087198753874
-30	Bilbao	1999	57.86356164383562	13.254929144303365
-31	Bilbao	2000	58.17704918032782	9.61060590126113
-32	Bilbao	2001	59.258082191780844	10.785430834692193
-33	Bilbao	2002	59.06191780821921	18.311794423082254
-34	Bilbao	2003	61.98136986301364	11.109533738036083
-35	Bilbao	2004	60.1620218579235	10.887947603849794
-36	Bilbao	2005	60.47123287671232	12.180590300525083
-37	Bilbao	2006	60.931506849315106	10.959762529415924
-38	Bilbao	2007	57.378630136986295	12.556410441414583
-39	Bilbao	2008	57.65546448087436	14.55881450004361
-40	Bilbao	2009	58.33150684931509	12.957812746937886
-41	Bilbao	2010	57.31945205479447	10.92548335370651
-42	Bilbao	2011	60.064931506849376	9.37413895288166
-43	Bilbao	2012	58.18196721311478	10.896172632501663
-44	Bilbao	2013	58.078630136986355	10.692211568623678
-45	Bilbao	2014	60.67041095890412	12.315738661838056
-46	Bilbao	2015	59.06010928961746	14.845431712407324
-47	Bilbao	2016	57.561748633879795	18.627752493559164
-48	Bilbao	2017	58.831780821917825	9.579137034485704
-49	Bilbao	2018	58.11095890410959	17.318878742319427
-50	Bilbao	2019	57.03232876712337	20.566454771536044
-51	Bilbao	2020	55.114925373134334	7.012797190171634
-52	Bordeaux	1995	57.370136986301354	11.044040769557341
-53	Bordeaux	1996	55.93497267759563	10.784892064762007
-54	Bordeaux	1997	58.16931506849312	11.011332365506272
-55	Bordeaux	1998	54.70493150684932	19.598395813702982
-56	Bordeaux	1999	56.77917808219176	13.852986125645279
-57	Bordeaux	2000	57.19071038251365	10.422852712768039
-58	Bordeaux	2001	56.48027397260274	11.773260583198585
-59	Bordeaux	2002	55.39232876712332	18.522743557653765
-60	Bordeaux	2003	58.219452054794544	12.897343185222015
-61	Bordeaux	2004	56.27841530054645	11.751133956460096
-62	Bordeaux	2005	56.29835616438355	13.255407253879639
-63	Bordeaux	2006	57.610410958904126	12.919541851158483
-64	Bordeaux	2007	55.84027397260273	13.31117414308708
-65	Bordeaux	2008	55.45765027322398	12.808973051265317
-66	Bordeaux	2009	56.567671232876755	14.223581499075609
-67	Bordeaux	2010	55.150136986301355	12.747677281767228
-68	Bordeaux	2011	58.351506849315086	10.258827834959664
-69	Bordeaux	2012	56.359016393442666	12.014168034051115
-70	Bordeaux	2013	55.9295890410959	11.872014423803591
-71	Bordeaux	2014	56.46931506849318	12.483597626262037
-72	Bordeaux	2015	56.23169398907107	15.68360389372104
-73	Bordeaux	2016	55.93715846994539	15.626511950502655
-74	Bordeaux	2017	56.857260273972656	11.833635389820595
-75	Bordeaux	2018	57.26931506849317	14.359770607228285
-76	Bordeaux	2019	55.98712328767125	19.774109604678415
-77	Bordeaux	2020	52.31268656716417	6.887914900422134
-78	Madrid	1995	60.57424657534247	12.999120629367042
-79	Madrid	1996	58.82896174863385	12.834437087673026
-80	Madrid	1997	60.21095890410956	12.277039698083023
-81	Madrid	1998	56.99123287671236	21.365555361221524
-82	Madrid	1999	57.7158904109589	16.28990685923228
-83	Madrid	2000	57.804371584699425	13.537680848457656
-84	Madrid	2001	57.30356164383564	14.361118272929666
-85	Madrid	2002	56.16986301369865	20.734617527028856
-86	Madrid	2003	58.95178082191778	14.6895054246955
-87	Madrid	2004	57.572677595628384	14.328101211175488
-88	Madrid	2005	58.578630136986256	15.897967362219234
-89	Madrid	2006	59.54575342465752	14.645098748612648
-90	Madrid	2007	56.18767123287673	15.54338968721232
-91	Madrid	2008	56.802459016393456	17.454694998719265
-92	Madrid	2009	59.486849315068476	16.846571444704047
-93	Madrid	2010	58.35260273972605	14.880927577599886
-94	Madrid	2011	60.0972602739726	14.08172547926141
-95	Madrid	2012	59.22103825136618	15.704333928077313
-96	Madrid	2013	58.5898630136986	15.061813341527952
-97	Madrid	2014	60.00684931506852	15.530396717043965
-98	Madrid	2015	59.7360655737705	19.216008162034054
-99	Madrid	2016	58.30437158469944	22.135516183890996
-100	Madrid	2017	60.827123287671206	15.335287673221936
-101	Madrid	2018	57.8893150684931	20.697793342645358
-102	Madrid	2019	58.01808219178085	23.572917074236493
-103	Madrid	2020	50.94477611940298	8.01996162933257
-104	Milan	1995	51.81013698630133	17.66463472693756
-105	Milan	1996	52.536338797814224	13.116517527084948
-106	Milan	1997	54.71835616438357	13.622209061233912
-107	Milan	1998	52.61287671232878	21.59552695083426
-108	Milan	1999	54.47424657534245	16.44477420566477
-109	Milan	2000	55.345355191256836	13.650382814023335
-110	Milan	2001	54.585479452054756	14.728662443197207
-111	Milan	2002	52.71205479452063	20.805079615305182
-112	Milan	2003	55.6578082191781	16.522557860689197
-113	Milan	2004	53.69234972677599	14.1368864235138
-114	Milan	2005	53.44958904109592	15.527562558446604
-115	Milan	2006	54.07835616438361	15.096444437450113
-116	Milan	2007	54.0361643835616	15.97246623271815
-117	Milan	2008	53.66912568306015	18.110549496608105
-118	Milan	2009	54.2654794520548	17.799552797282026
-119	Milan	2010	53.26958904109586	15.442853928856914
-120	Milan	2011	55.66027397260276	14.933169251059093
-121	Milan	2012	55.05191256830602	16.075172183078543
-122	Milan	2013	54.34520547945205	14.6871237720894
-123	Milan	2014	55.45205479452057	14.366357503176557
-124	Milan	2015	55.02267759562845	18.553332365155743
-125	Milan	2016	54.121584699453535	21.339925888669406
-126	Milan	2017	56.38410958904112	15.184990043635842
-127	Milan	2018	55.711780821917834	22.21152305528249
-128	Milan	2019	54.58164383561645	24.353680984815433
-129	Milan	2020	47.80373134328358	9.138676025892822
-130	Paris	1995	53.742191780821955	20.406326470437165
-131	Paris	1996	52.293169398907125	15.207324562142714
-132	Paris	1997	55.57999999999997	12.745184826582006
-133	Paris	1998	50.31753424657538	27.794294802597282
-134	Paris	1999	54.565753424657565	13.99020869517814
-135	Paris	2000	54.33770491803271	10.34568531230199
-136	Paris	2001	53.94493150684927	12.074808387359592
-137	Paris	2002	52.743013698630136	18.72207478617854
-138	Paris	2003	54.56219178082192	13.721165395048772
-139	Paris	2004	53.58524590163939	11.761756034192336
-140	Paris	2005	53.40767123287677	14.98337160011056
-141	Paris	2006	54.19972602739725	13.030265906537082
-142	Paris	2007	53.57205479452048	12.96249396864273
-143	Paris	2008	52.38169398907109	15.655254039470176
-144	Paris	2009	53.061095890410954	14.640168245899794
-145	Paris	2010	51.64821917808218	13.601742307439258
-146	Paris	2011	55.00191780821926	10.339225513741106
-147	Paris	2012	53.256557377049155	11.453752063627668
-148	Paris	2013	52.08849315068489	14.922240911540998
-149	Paris	2014	53.65041095890415	11.968850647395499
-150	Paris	2015	53.43497267759561	15.680118495299984
-151	Paris	2016	51.122950819672184	21.198085156034864
-152	Paris	2017	54.36794520547941	11.949198207377224
-153	Paris	2018	45.7731506849315	36.811172339412884
-154	Paris	2019	52.20821917808223	22.72281465588924
-155	Paris	2020	49.32014925373133	7.458857376369018
-156	Rome	1995	59.67780821917805	10.85141534377517
-157	Rome	1996	59.125956284152984	10.481723613267679
-158	Rome	1997	60.45260273972603	10.581853899170923
-159	Rome	1998	58.78575342465755	20.341707676662004
-160	Rome	1999	60.2827397260274	14.662355669944747
-161	Rome	2000	60.301366120218574	13.68558578952963
-162	Rome	2001	60.5652054794521	10.709699325458592
-163	Rome	2002	58.55150684931504	19.576252129773003
-164	Rome	2003	61.05999999999997	12.978538497784012
-165	Rome	2004	59.942896174863485	11.47532391640649
-166	Rome	2005	59.00958904109588	12.478535024958282
-167	Rome	2006	60.395890410958906	11.92679638779288
-168	Rome	2007	60.57671232876712	13.676997217875977
-169	Rome	2008	60.20819672131149	16.17226743532121
-170	Rome	2009	61.091506849315024	14.458681531324565
-171	Rome	2010	60.28109589041099	11.563938305153439
-172	Rome	2011	60.90219178082182	11.206865812382413
-173	Rome	2012	61.075136612021915	12.547324524416043
-174	Rome	2013	61.049315068493144	11.625454301505501
-175	Rome	2014	61.882465753424654	12.959953934766476
-176	Rome	2015	60.57213114754101	16.531134240619526
-177	Rome	2016	61.185245901639334	15.914192883864587
-178	Rome	2017	61.3778082191781	11.916595484036199
-179	Rome	2018	60.82136986301364	20.327931936122738
-180	Rome	2019	59.215068493150675	23.514064479810376
-181	Rome	2020	52.67611940298508	6.224293650229102
diff --git a/previous_materials/np_pd_mplt_bertrand/data/freqs.npy b/previous_materials/np_pd_mplt_bertrand/data/freqs.npy
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diff --git a/previous_materials/np_pd_mplt_bertrand/data/linked_vars.npy b/previous_materials/np_pd_mplt_bertrand/data/linked_vars.npy
deleted file mode 100644
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