Datasets:
Real-TSF
/
TIME-Output

Dataset card Data Studio Files
xet
Community
1
dataset_id
string
series_name
string
variate_name
string
unique_id
string
is_random_walk
int64
has_spike_presence
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_entropy
float64
e_kurtosis
float64
e_shapiro_w
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
e_diff1_acf1
float64
e_arch_lm
float64
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0.212091
0.330189
0.868006
0.776146
0.992191
0
0.269947
0.205339
0.041841
717
5
21
63
0.061
0.049
0.037
-0.194552
0.048144
US_Term_Structure/B
item0
Yield_Fitted_10Y
item0_Yield_Fitted_10Y
1
0
0.369964
0.993271
0.97065
0.969623
0.006239
15.263991
-9.865847
0.153956
0.057863
0.000001
0.625516
0.188885
0.324237
0.869437
0.934723
0.990409
0
4.192967
0.359872
0.041841
717
5
21
63
0.066
0.049
0.043
-0.207273
0.065707
US_Term_Structure/B
item0
Yield_Fitted_1Y
item0_Yield_Fitted_1Y
1
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
0.867333
3.675086
0.951661
0
4.596626
0.472127
0.041841
717
5
21
63
0.06
0.039
0.018
-0.240629
0.37098
US_Term_Structure/B
item0
Yield_Fitted_2Y
item0_Yield_Fitted_2Y
1
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
0.864316
2.345649
0.970265
0
4.325992
0.433718
0.041841
717
5
21
63
0.063
0.044
0.016
-0.222868
0.255876
US_Term_Structure/B
item0
Yield_Fitted_3Y
item0_Yield_Fitted_3Y
1
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
0.864464
1.81952
0.977629
0
4.157508
0.389098
0.041841
717
5
21
63
0.064
0.046
0.022
-0.217108
0.196737
US_Term_Structure/B
item0
Yield_Fitted_4Y
item0_Yield_Fitted_4Y
1
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
0.865348
1.517858
0.981861
0
4.06274
0.353439
0.041841
717
5
21
63
0.066
0.049
0.027
-0.214334
0.157557
US_Term_Structure/B
item0
Yield_Fitted_5Y
item0_Yield_Fitted_5Y
1
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
0.866365
1.321654
0.984754
0
4.020697
0.333449
0.041841
717
5
21
63
0.067
0.051
0.032
-0.212571
0.129127
US_Term_Structure/B
item0
Yield_Fitted_6Y
item0_Yield_Fitted_6Y
1
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
0.867268
1.187464
0.986909
0
4.01609
0.327596
0.041841
717
5
21
63
0.068
0.052
0.036
-0.211303
0.10808
US_Term_Structure/B
item0
Yield_Fitted_7Y
item0_Yield_Fitted_7Y
1
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
0.868031
1.093073
0.988266
0
4.037881
0.331093
0.041841
717
5
21
63
0.068
0.051
0.039
-0.210231
0.09266
US_Term_Structure/B
item0
Yield_Fitted_8Y
item0_Yield_Fitted_8Y
1
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
0.868621
1.025321
0.989276
0
4.078149
0.33943
0.041841
717
5
21
63
0.068
0.051
0.041
-0.209073
0.080962
US_Term_Structure/B
item0
Yield_Fitted_9Y
item0_Yield_Fitted_9Y
1
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
0.869079
0.973529
0.989955
0
4.131208
0.34959
0.041841
717
5
21
63
0.067
0.049
0.042
-0.208145
0.07231
Water_Quality_Darwin/15T
item_0
CNDC
item_0_CNDC
1
0
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
0.69334
8.343505
0.88731
0
5.770145
0.052393
0
1,440
96
4
48
0.064
0.056
0.04
0.41767
0.770872
Water_Quality_Darwin/15T
item_0
CPHL
item_0_CPHL
0
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
0.885487
2.051995
0.974827
0
0.755131
0.229757
0
1,440
4
48
96
0.08
0.028
0.025
-0.440552
0.112245
Water_Quality_Darwin/15T
item_0
DOX2
item_0_DOX2
0
0
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
0.565147
1.580215
0.975103
0
179.796742
4.775543
0
1,440
48
96
672
0.084
0.065
0.055
0.541996
0.858281
Water_Quality_Darwin/15T
item_0
PSAL
item_0_PSAL
1
0
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
0.865484
18.513553
0.743587
0
33.655583
0.105432
0
1,440
4
48
96
0.072
0.062
0.037
-0.022778
0.376269
Water_Quality_Darwin/15T
item_0
TEMP
item_0_TEMP
1
0
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
0.674051
7.917416
0.891374
0
31.293375
0.451727
0
1,440
96
48
4
0.072
0.059
0.049
0.418123
0.791353
Water_Quality_Darwin/15T
item_0
TURB
item_0_TURB
1
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
0.872246
12.030602
0.807687
0
29.630661
26.506974
0
1,440
4
672
48
0.085
0.034
0.02
-0.392036
0.370815
Water_Quality_Darwin/15T
item_1
CNDC
item_1_CNDC
1
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
0.681088
6.320001
0.899792
0
5.463514
0.065961
0
1,440
96
48
4
0.077
0.055
0.055
0.330535
0.798291
Water_Quality_Darwin/15T
item_1
CPHL
item_1_CPHL
0
0
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
0.669909
0.404731
0.97889
0
0.337505
0.140483
0
1,440
48
4
96
0.098
0.065
0.06
0.179619
0.625287
Water_Quality_Darwin/15T
item_1
DOX2
item_1_DOX2
0
0
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
0.593449
1.147618
0.985605
0
192.091588
3.099321
0
1,440
48
96
4
0.081
0.054
0.051
0.395629
0.802939
Water_Quality_Darwin/15T
item_1
PSAL
item_1_PSAL
0
0
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
0.685709
4.578598
0.910584
0
35.04753
0.068521
0
1,440
48
4
96
0.099
0.056
0.03
0.479601
0.789337
Water_Quality_Darwin/15T
item_1
TEMP
item_1_TEMP
1
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
0.677297
5.644735
0.916659
0
26.428591
0.7017
0
1,440
96
48
4
0.073
0.067
0.05
0.410914
0.855894