Datasets:
Real-TSF
/
TIME-Output

Dataset card Data Studio Files
xet
 Community
35
dataset_id
string
series_name
string
variate_name
string
unique_id
string
stationarity
int64
x_entropy
float64
trend_strength
float64
trend_stability
float64
trend_hurst
float64
trend_nonlinearity
float64
linearity
float64
curvature
float64
seasonal_strength
float64
seasonal_corr
float64
seasonal_lumpiness
float64
seasonal_entropy
float64
e_acf1
float64
e_acf10
float64
e_diff1_acf1
float64
e_entropy
float64
e_kurtosis
float64
e_shapiro_w
float64
e_arch_lm
float64
spike
float64
mean
float64
std
float64
missing_rate
float64
length
int64
period1
int64
period2
int64
period3
int64
p_strength1
float64
p_strength2
float64
p_strength3
float64
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254.658133
42.297416
0.011905
672
4
96
48
0.121
0.114
0.023
SG_Carpark/15T
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Y76M
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0.226354
0.413423
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0.966875
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0.970103
0.001982
0.091725
0.563166
1.56416
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0.749043
23.11404
0.854763
0.000816
0
208.106928
61.703056
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672
96
4
48
0.144
0.111
0.025
SG_Carpark/15T
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Y77M
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0.205471
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0.107222
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0.971882
0.004169
0.074708
0.945186
5.083512
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0.51242
0.286209
0.988658
0.845933
0
225.621988
46.64371
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672
96
4
48
0.208
0.052
0.039
SG_Carpark/15T
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Y78M
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0.150699
0.39914
0.026239
0.956278
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0.942278
0.98759
0.010162
0.062323
0.941908
4.88773
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0.524908
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0.984251
0.722521
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99.361446
29.372331
0.011905
672
96
48
4
0.237
0.057
0.055
SG_Carpark/15T
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Y82M
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0.133586
0.59306
0.054749
0.951549
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0.955383
0.987615
0.035486
0.053525
0.95022
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0.032565
0.506427
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0.823505
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193.786145
41.768143
0.011905
672
96
4
48
0.279
0.047
0.046
SG_PM25/H
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central
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0.718611
0.753271
0.557145
0.83354
0.002888
8.602184
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0.219652
0.171922
0.001605
0.585796
0.502445
0.476591
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0.854866
1.727918
0.981466
0.20386
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13.724638
7.860266
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2,208
12
24
168
0.051
0.034
0.016
SG_PM25/H
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item0_east
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0.750132
0.724701
0.510461
0.838725
0.001713
5.577279
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0.191758
0.119918
0.001152
0.621848
0.366399
0.216966
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0.884977
1.184396
0.981897
0.080877
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11.877264
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2,208
12
24
720
0.039
0.037
0.012
SG_PM25/H
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0.681389
0.46749
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0.624802
0.46417
0.394241
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0.965076
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11.414855
6.246085
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2,208
12
24
168
0.044
0.037
0.011
SG_PM25/H
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south
item0_south
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0.597298
0.401337
0.776963
0.005764
5.013576
0.255112
0.185034
0.097665
0.003461
0.677557
0.350706
0.301761
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0.880255
7.9319
0.931302
0.352632
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10.450181
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2,208
12
24
720
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0.033
0.011
SG_PM25/H
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0.749
0.716206
0.499076
0.786103
0.002184
6.93921
0.466994
0.211566
0.025602
0.002042
0.589996
0.496511
0.462717
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0.849148
2.209927
0.974384
0.222309
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13.269022
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2,208
12
24
168
0.047
0.037
0.015
US_Term_Structure/B
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FwdRate_Fitted_10Y
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0.070208
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0.629596
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4.843504
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717
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21
63
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FwdRate_Fitted_1Y
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0.625433
0.202594
0.341696
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4.263245
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717
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21
63
0.063
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US_Term_Structure/B
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FwdRate_Fitted_2Y
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0.625926
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3.897772
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717
5
21
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0.066
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US_Term_Structure/B
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FwdRate_Fitted_3Y
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0.625565
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3.774801
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717
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21
63
0.068
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US_Term_Structure/B
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FwdRate_Fitted_4Y
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0.152162
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0.626055
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3.800997
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717
5
21
63
0.065
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US_Term_Structure/B
item0
FwdRate_Fitted_5Y
item0_FwdRate_Fitted_5Y
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0.626893
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0.046164
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3.914821
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717
5
21
63
0.063
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US_Term_Structure/B
item0
FwdRate_Fitted_6Y
item0_FwdRate_Fitted_6Y
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0.331615
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0.027633
21.429409
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0.151586
0.064463
0
0.627848
0.197188
0.321995
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0.039285
0
4.076927
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717
5
21
63
0.061
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0.043
US_Term_Structure/B
item0
FwdRate_Fitted_7Y
item0_FwdRate_Fitted_7Y
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0.324738
0.996849
0.990884
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22.183911
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0.151183
0.066864
0
0.628626
0.19962
0.321663
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4.262865
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717
5
21
63
0.06
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US_Term_Structure/B
item0
FwdRate_Fitted_8Y
item0_FwdRate_Fitted_8Y
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0.32143
0.997153
0.99246
1.016069
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22.56554
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0.150798
0.06854
0
0.629099
0.201639
0.32162
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0.870655
0.709935
0.993412
0.035942
0
4.457823
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717
5
21
63
0.06
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US_Term_Structure/B
item0
FwdRate_Fitted_9Y
item0_FwdRate_Fitted_9Y
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0.319774
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0.993338
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22.770646
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0.150625
0.069688
0
0.629493
0.203032
0.321598
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0.870661
0.703617
0.993535
0.035762
0
4.65305
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717
5
21
63
0.059
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US_Term_Structure/B
item0
IF_TermPrem_10Y
item0_IF_TermPrem_10Y
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0.997157
0.99174
1.028574
0.028899
22.954916
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0.148369
0.069687
0
0.629635
0.207614
0.323353
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0.87024
0.675692
0.993824
0.033817
0
0.991061
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717
5
21
63
0.059
0.044
0.04
US_Term_Structure/B
item0
IF_TermPrem_1Y
item0_IF_TermPrem_1Y
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0.97044
0.776396
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6.580395
0.309353
0.145249
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0.628444
0.228605
0.3453
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0.085701
0
0.071908
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717
5
21
63
0.061
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0.025
US_Term_Structure/B
item0
IF_TermPrem_2Y
item0_IF_TermPrem_2Y
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0.783101
0.000482
7.707657
0.239733
0.145597
0.057552
0.000001
0.628433
0.227424
0.34384
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0.864103
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0.988936
0.082069
0
0.045383
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717
5
21
63
0.061
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US_Term_Structure/B
item0
IF_TermPrem_3Y
item0_IF_TermPrem_3Y
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0.627874
0.222407
0.339317
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0.070199
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717
5
21
63
0.061
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US_Term_Structure/B
item0
IF_TermPrem_4Y
item0_IF_TermPrem_4Y
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0.146873
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0.627387
0.21663
0.333916
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0.056677
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0.108334
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717
5
21
63
0.062
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US_Term_Structure/B
item0
IF_TermPrem_5Y
item0_IF_TermPrem_5Y
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0.627533
0.21204
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0.213717
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717
5
21
63
0.061
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US_Term_Structure/B
item0
IF_TermPrem_6Y
item0_IF_TermPrem_6Y
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20.844445
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0.628064
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717
5
21
63
0.06
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US_Term_Structure/B
item0
IF_TermPrem_7Y
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0.066633
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0.628477
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0.504566
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717
5
21
63
0.059
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US_Term_Structure/B
item0
IF_TermPrem_8Y
item0_IF_TermPrem_8Y
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717
5
21
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US_Term_Structure/B
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IF_TermPrem_9Y
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0.06926
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0.629369
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717
5
21
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0.059
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US_Term_Structure/B
item0
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item0_TermPrem_10Y
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0.334056
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717
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21
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0.038
US_Term_Structure/B
item0
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item0_TermPrem_1Y
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0.628048
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717
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717
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717
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item0
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717
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717
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0.934723
0.990409
0.065707
0
4.192967
0.359872
0.041841
717
5
21
63
0.066
0.049
0.043
US_Term_Structure/B
item0
Yield_Fitted_1Y
item0_Yield_Fitted_1Y
0
0.198169
0.998056
0.982874
0.996579
0.005127
-19.851165
-11.904263
0.160201
0.071938
0
0.620316
0.176196
0.326992
-0.240629
0.867333
3.675086
0.951661
0.37098
0
4.596626
0.472127
0.041841
717
5
21
63
0.06
0.039
0.018
US_Term_Structure/B
item0
Yield_Fitted_2Y
item0_Yield_Fitted_2Y
0
0.303227
0.995892
0.970573
0.954845
0.006941
-16.668201
-10.890781
0.154963
0.055925
0.000001
0.624025
0.192598
0.336552
-0.222868
0.864316
2.345649
0.970265
0.255876
0
4.325992
0.433718
0.041841
717
5
21
63
0.063
0.044
0.016
US_Term_Structure/B
item0
Yield_Fitted_3Y
item0_Yield_Fitted_3Y
0
0.361879
0.993814
0.960414
0.932216
0.007368
-12.036507
-10.927231
0.153978
0.05387
0.000001
0.624624
0.194509
0.336041
-0.217108
0.864464
1.81952
0.977629
0.196737
0
4.157508
0.389098
0.041841
717
5
21
63
0.064
0.046
0.022
US_Term_Structure/B
item0
Yield_Fitted_4Y
item0_Yield_Fitted_4Y
0
0.392731
0.992066
0.953127
0.916092
0.006829
-6.51923
-11.2967
0.153942
0.053661
0.000002
0.624641
0.193199
0.333633
-0.214334
0.865348
1.517858
0.981861
0.157557
0
4.06274
0.353439
0.041841
717
5
21
63
0.066
0.049
0.027
US_Term_Structure/B
item0
Yield_Fitted_5Y
item0_Yield_Fitted_5Y
0
0.401059
0.991067
0.950574
0.900073
0.004273
-0.798949
-11.520127
0.154038
0.054086
0.000002
0.624615
0.191465
0.331179
-0.212571
0.866365
1.321654
0.984754
0.129127
0
4.020697
0.333449
0.041841
717
5
21
63
0.067
0.051
0.032
US_Term_Structure/B
item0
Yield_Fitted_6Y
item0_Yield_Fitted_6Y
0
0.396656
0.990926
0.9526
0.886739
0.001205
4.316601
-11.434144
0.154119
0.05484
0.000002
0.624609
0.190052
0.32911
-0.211303
0.867268
1.187464
0.986909
0.10808
0
4.01609
0.327596
0.041841
717
5
21
63
0.068
0.052
0.036
US_Term_Structure/B
item0
Yield_Fitted_7Y
item0_Yield_Fitted_7Y
0
0.389217
0.99136
0.957134
0.905044
0.000101
8.390444
-11.113168
0.154151
0.055685
0.000002
0.624731
0.189154
0.327309
-0.210231
0.868031
1.093073
0.988266
0.09266
0
4.037881
0.331093
0.041841
717
5
21
63
0.068
0.051
0.039
US_Term_Structure/B
item0
Yield_Fitted_8Y
item0_Yield_Fitted_8Y
0
0.382358
0.992015
0.962202
0.932839
0.001096
11.42957
-10.691195
0.154147
0.056458
0.000002
0.624974
0.188813
0.32602
-0.209073
0.868621
1.025321
0.989276
0.080962
0
4.078149
0.33943
0.041841
717
5
21
63
0.068
0.051
0.041
US_Term_Structure/B
item0
Yield_Fitted_9Y
item0_Yield_Fitted_9Y
0
0.375938
0.99268
0.966805
0.9538
0.003373
13.645044
-10.261217
0.154074
0.057072
0.000002
0.625272
0.188706
0.324962
-0.208145
0.869079
0.973529
0.989955
0.07231
0
4.131208
0.34959
0.041841
717
5
21
63
0.067
0.049
0.042
Water_Quality_Darwin/15T
item_0
CNDC
item_0_CNDC
1
0.466999
0.819141
0.612678
0.843979
0.039312
-20.276517
-12.101221
0.560181
0.799155
0.016435
0.281033
0.925664
2.880053
0.41767
0.69334
8.343505
0.88731
0.770872
0
5.770145
0.052393
0
1,440
96
4
48
0.064
0.056
0.04
Water_Quality_Darwin/15T
item_0
CPHL
item_0_CPHL
0
0.261461
0.989776
0.96211
1.017871
0.013805
-10.342438
-26.946539
0.19069
0.012074
0.000007
0.616617
-0.136798
0.224833
-0.440552
0.885487
2.051995
0.974827
0.112245
0
0.755131
0.229757
0
1,440
4
48
96
0.08
0.028
0.025
Water_Quality_Darwin/15T
item_0
DOX2
item_0_DOX2
1
0.467744
0.751673
0.424151
0.84466
0.004216
-10.18982
2.318914
0.503666
0.271626
0.023849
0.272913
0.947125
2.831445
0.541996
0.565147
1.580215
0.975103
0.858281
0
179.796742
4.775543
0
1,440
48
96
672
0.084
0.065
0.055
Water_Quality_Darwin/15T
item_0
PSAL
item_0_PSAL
1
0.610761
0.983484
0.899043
0.750843
0.014121
-3.969064
-4.139461
0.177666
0.021822
0.000055
0.594325
0.286704
0.544816
-0.022778
0.865484
18.513553
0.743587
0.376269
0
33.655583
0.105432
0
1,440
4
48
96
0.072
0.062
0.037
Water_Quality_Darwin/15T
item_0
TEMP
item_0_TEMP
1
0.460198
0.837581
0.609594
0.867686
0.025474
-21.355785
-12.298901
0.663375
0.711323
0.025044
0.327873
0.934098
3.260701
0.418123
0.674051
7.917416
0.891374
0.791353
0
31.293375
0.451727
0
1,440
96
48
4
0.072
0.059
0.049
Water_Quality_Darwin/15T
item_0
TURB
item_0_TURB
0
0.193368
0.993304
0.981665
1.19029
0.135527
34.573407
4.441624
0.214213
0.051023
0.000018
0.600232
-0.127698
0.31725
-0.392036
0.872246
12.030602
0.807687
0.370815
0
29.630661
26.506974
0
1,440
4
672
48
0.085
0.034
0.02
Water_Quality_Darwin/15T
item_1
CNDC
item_1_CNDC
0
0.110421
0.982566
0.965421
1.019194
1.249225
-28.549483
13.449057
0.773349
0.753412
0.003247
0.318002
0.926989
2.79563
0.330535
0.681088
6.320001
0.899792
0.798291
0
5.463514
0.065961
0
1,440
96
48
4
0.077
0.055
0.055
Water_Quality_Darwin/15T
item_1
CPHL
item_1_CPHL
1
0.415607
0.785278
0.508014
1.038773
0.003823
-13.056673
20.256422
0.548602
0.428919
0.007027
0.319626
0.893676
2.215735
0.179619
0.669909
0.404731
0.97889
0.625287
0
0.337505
0.140483
0
1,440
48
4
96
0.098
0.065
0.06
Water_Quality_Darwin/15T
item_1
DOX2
item_1_DOX2
1
0.254679
0.923276
0.808201
0.999825
0.001836
21.963715
-21.37829
0.499948
0.170653
0.003791
0.321615
0.926102
2.981423
0.395629
0.593449
1.147618
0.985605
0.802939
0
192.091588
3.099321
0
1,440
48
96
4
0.081
0.054
0.051
Water_Quality_Darwin/15T
item_1
PSAL
item_1_PSAL
1
0.337449
0.86866
0.679927
1.029141
0.23872
26.691618
-3.450143
0.670014
0.134987
0.037085
0.308993
0.908074
1.993915
0.479601
0.685709
4.578598
0.910584
0.789337
0
35.04753
0.068521
0
1,440
48
4
96
0.099
0.056
0.03
Water_Quality_Darwin/15T
item_1
TEMP
item_1_TEMP
0
0.123082
0.977479
0.954391
1.019486
1.361659
-28.864171
12.503299
0.747981
0.65303
0.004141
0.351669
0.935971
2.799938
0.410914
0.677297
5.644735
0.916659
0.855894
0
26.428591
0.7017
0
1,440
96
48
4
0.073
0.067
0.05