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Commit
8ec2fbb
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1 Parent(s): 9e9bf1c

Add batch datagen_006 (28,000 rows)

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Files changed (2) hide show
  1. README.md +149 -245
  2. datagen_006/train-00000-of-00001.parquet +2 -2
README.md CHANGED
@@ -1678,414 +1678,318 @@ dataset_info:
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  dataset_size: 84718751
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  - config_name: datagen_006
1680
  features:
1681
- - name: error_rate
1682
- dtype: float64
1683
- - name: throughput_gbps
1684
- dtype: float64
1685
- - name: uptime_hours
1686
- dtype: float64
1687
- - name: cpu_pct
1688
- dtype: float64
1689
- - name: disk_iops
1690
- dtype: float64
1691
- - name: voltage
1692
- dtype: float64
1693
- - name: pressure
1694
- dtype: float64
1695
- - name: vibration
1696
  dtype: float64
1697
- - name: mem_pct
1698
  dtype: float64
1699
- - name: humidity
1700
  dtype: float64
1701
- - name: target
1702
- dtype: int64
1703
- - name: _source_meta
1704
- dtype: large_string
1705
  - name: churn
1706
  dtype: float64
1707
- - name: science_20
1708
- dtype: float64
1709
- - name: logistics_47
1710
- dtype: float64
1711
- - name: velocity
1712
- dtype: float64
1713
- - name: science_15
1714
- dtype: float64
1715
- - name: customs_flag
1716
- dtype: float64
1717
- - name: logistics_43
1718
  dtype: float64
1719
- - name: team_size
1720
  dtype: float64
1721
- - name: load_factor
1722
  dtype: float64
1723
- - name: logistics_19
1724
  dtype: float64
1725
- - name: logistics_45
1726
  dtype: float64
1727
- - name: loan_amount
1728
  dtype: float64
1729
- - name: logistics_31
1730
  dtype: float64
1731
- - name: science_30
1732
  dtype: float64
1733
  - name: conversion
1734
  dtype: float64
1735
- - name: ecommerce_18
1736
- dtype: float64
1737
- - name: expenses
1738
- dtype: float64
1739
- - name: reaction_time
1740
  dtype: float64
1741
- - name: science_35
1742
  dtype: float64
1743
  - name: ecommerce_15
1744
  dtype: float64
1745
- - name: logistics_16
1746
- dtype: float64
1747
- - name: logistics_15
1748
- dtype: float64
1749
- - name: intensity
1750
- dtype: float64
1751
- - name: cart_size
1752
- dtype: float64
1753
- - name: finance_24
1754
- dtype: float64
1755
- - name: attrition
1756
- dtype: float64
1757
- - name: logistics_37
1758
- dtype: float64
1759
- - name: ecommerce_23
1760
  dtype: float64
1761
- - name: hr_24
1762
  dtype: float64
1763
- - name: hemoglobin
1764
  dtype: float64
1765
- - name: logistics_21
1766
  dtype: float64
1767
  - name: ecommerce_20
1768
  dtype: float64
1769
- - name: finance_16
1770
- dtype: float64
1771
- - name: logistics_35
1772
- dtype: float64
1773
- - name: science_44
1774
- dtype: float64
1775
- - name: science_37
1776
- dtype: float64
1777
- - name: logistics_46
1778
- dtype: float64
1779
- - name: cholesterol
1780
- dtype: float64
1781
- - name: department_id
1782
  dtype: float64
1783
  - name: ecommerce_22
1784
  dtype: float64
1785
- - name: finance_26
1786
- dtype: float64
1787
- - name: science_34
1788
- dtype: float64
1789
- - name: science_39
1790
- dtype: float64
1791
- - name: logistics_28
1792
- dtype: float64
1793
- - name: finance_15
1794
- dtype: float64
1795
- - name: logistics_22
1796
- dtype: float64
1797
- - name: volume
1798
- dtype: float64
1799
- - name: science_38
1800
  dtype: float64
1801
- - name: return_flag
1802
  dtype: float64
1803
- - name: age
1804
  dtype: float64
1805
- - name: ecommerce_21
1806
  dtype: float64
1807
- - name: logistics_38
1808
  dtype: float64
1809
- - name: balance
1810
  dtype: float64
1811
- - name: ecommerce_24
1812
  dtype: float64
1813
- - name: logistics_20
1814
  dtype: float64
1815
- - name: debt_ratio
1816
  dtype: float64
1817
- - name: finance_18
1818
  dtype: float64
1819
- - name: science_29
1820
  dtype: float64
1821
- - name: concentration
1822
  dtype: float64
1823
- - name: hr_20
1824
  dtype: float64
1825
- - name: temperature_k
1826
  dtype: float64
1827
- - name: ecommerce_17
1828
  dtype: float64
1829
- - name: price
1830
  dtype: float64
1831
- - name: hr_21
1832
  dtype: float64
1833
- - name: revenue
1834
  dtype: float64
1835
- - name: logistics_18
1836
  dtype: float64
1837
- - name: satisfaction
1838
  dtype: float64
1839
- - name: logistics_29
1840
  dtype: float64
1841
- - name: fragile
1842
  dtype: float64
1843
- - name: peer_rating
1844
  dtype: float64
1845
- - name: science_48
1846
  dtype: float64
1847
- - name: discount
1848
  dtype: float64
1849
- - name: logistics_32
1850
  dtype: float64
1851
- - name: logistics_42
1852
  dtype: float64
1853
- - name: logistics_23
1854
  dtype: float64
1855
- - name: category
1856
  dtype: float64
1857
- - name: tenure_years
1858
  dtype: float64
1859
- - name: reviews
1860
  dtype: float64
1861
- - name: science_33
1862
  dtype: float64
1863
- - name: blood_pressure
1864
  dtype: float64
1865
- - name: assets
1866
  dtype: float64
1867
- - name: rating
 
 
 
 
1868
  dtype: float64
1869
  - name: creatinine
1870
  dtype: float64
1871
- - name: weight_kg
1872
- dtype: float64
1873
- - name: hr_25
1874
- dtype: float64
1875
- - name: energy_kj
1876
- dtype: float64
1877
- - name: science_46
1878
  dtype: float64
1879
- - name: overtime_hours
1880
  dtype: float64
1881
- - name: finance_19
1882
  dtype: float64
1883
- - name: purity
1884
  dtype: float64
1885
- - name: science_22
1886
  dtype: float64
1887
- - name: bonus_pct
1888
  dtype: float64
1889
- - name: performance_score
1890
  dtype: float64
1891
- - name: alcohol_units
1892
  dtype: float64
1893
- - name: logistics_26
1894
  dtype: float64
1895
- - name: training_hours
1896
  dtype: float64
1897
- - name: family_history
1898
  dtype: float64
1899
- - name: science_49
1900
  dtype: float64
1901
- - name: science_24
1902
  dtype: float64
1903
- - name: logistics_44
1904
  dtype: float64
1905
- - name: science_26
1906
  dtype: float64
1907
- - name: science_41
1908
  dtype: float64
1909
- - name: smoking
1910
  dtype: float64
1911
- - name: return_rate
1912
  dtype: float64
1913
- - name: margin
1914
  dtype: float64
1915
  - name: entropy
1916
  dtype: float64
1917
- - name: finance_22
1918
- dtype: float64
1919
- - name: ecommerce_16
1920
- dtype: float64
1921
- - name: absences
1922
- dtype: float64
1923
- - name: hr_18
1924
  dtype: float64
1925
- - name: employment_years
1926
  dtype: float64
1927
- - name: logistics_40
1928
  dtype: float64
1929
- - name: income
1930
  dtype: float64
1931
- - name: science_16
1932
  dtype: float64
1933
- - name: promotions
1934
  dtype: float64
1935
- - name: route_id
1936
  dtype: float64
1937
- - name: role_level
1938
  dtype: float64
1939
- - name: logistics_49
1940
  dtype: float64
1941
- - name: heart_rate
1942
  dtype: float64
1943
- - name: finance_25
1944
  dtype: float64
1945
- - name: hr_19
1946
  dtype: float64
1947
- - name: finance_20
1948
  dtype: float64
1949
- - name: hr_15
1950
  dtype: float64
1951
- - name: logistics_25
1952
  dtype: float64
1953
- - name: science_23
1954
  dtype: float64
1955
- - name: glucose
1956
  dtype: float64
1957
- - name: transit_days
1958
  dtype: float64
1959
- - name: refund
1960
  dtype: float64
1961
- - name: logistics_41
1962
  dtype: float64
1963
- - name: science_32
1964
  dtype: float64
1965
- - name: science_28
1966
  dtype: float64
1967
- - name: on_time
1968
  dtype: float64
1969
- - name: shipping_days
1970
  dtype: float64
1971
- - name: logistics_24
1972
  dtype: float64
1973
  - name: science_25
1974
  dtype: float64
1975
- - name: bmi
1976
- dtype: float64
1977
- - name: science_43
1978
- dtype: float64
1979
- - name: interest_rate
1980
- dtype: float64
1981
- - name: quantity
1982
- dtype: float64
1983
- - name: hr_22
1984
- dtype: float64
1985
- - name: salary
1986
  dtype: float64
1987
- - name: finance_21
1988
  dtype: float64
1989
- - name: hr_16
1990
  dtype: float64
1991
- - name: science_27
1992
  dtype: float64
1993
- - name: white_cell_count
1994
  dtype: float64
1995
- - name: science_18
1996
  dtype: float64
1997
- - name: science_19
1998
  dtype: float64
1999
- - name: logistics_36
2000
  dtype: float64
2001
- - name: liabilities
2002
  dtype: float64
2003
- - name: science_42
2004
  dtype: float64
2005
- - name: logistics_30
2006
  dtype: float64
2007
- - name: tax_rate
2008
  dtype: float64
2009
- - name: science_21
2010
  dtype: float64
2011
- - name: carrier_id
2012
  dtype: float64
2013
  - name: science_31
2014
  dtype: float64
2015
- - name: logistics_34
2016
- dtype: float64
2017
- - name: hr_17
2018
- dtype: float64
2019
- - name: default
2020
- dtype: float64
2021
- - name: finance_17
2022
  dtype: float64
2023
- - name: pressure_pa
2024
  dtype: float64
2025
- - name: wavelength
2026
  dtype: float64
2027
- - name: hr_23
2028
  dtype: float64
2029
- - name: remote_days
2030
  dtype: float64
2031
- - name: logistics_50
2032
  dtype: float64
2033
- - name: finance_23
2034
  dtype: float64
2035
- - name: warehouse_id
2036
  dtype: float64
2037
- - name: science_17
2038
  dtype: float64
2039
- - name: credit_score
2040
  dtype: float64
2041
- - name: yield_pct
2042
  dtype: float64
2043
- - name: mass
2044
  dtype: float64
2045
- - name: fuel_consumption
2046
  dtype: float64
2047
- - name: logistics_17
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  dtype: float64
2049
- - name: science_45
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  dtype: float64
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- - name: science_47
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  dtype: float64
2053
- - name: logistics_33
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  dtype: float64
2055
- - name: logistics_48
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  dtype: float64
2057
- - name: logistics_27
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  dtype: float64
2059
- - name: logistics_39
2060
  dtype: float64
2061
- - name: damage_rate
2062
  dtype: float64
2063
- - name: clicks
2064
  dtype: float64
2065
- - name: cost_usd
2066
  dtype: float64
2067
- - name: acceleration
2068
  dtype: float64
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  - name: ph
2070
  dtype: float64
2071
- - name: science_40
2072
  dtype: float64
2073
- - name: distance_km
2074
  dtype: float64
2075
- - name: session_minutes
2076
  dtype: float64
2077
- - name: priority
2078
  dtype: float64
2079
- - name: ecommerce_19
2080
  dtype: float64
2081
- - name: science_36
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  dtype: float64
2083
  splits:
2084
  - name: train
2085
- num_bytes: 31148601
2086
- num_examples: 15500
2087
- download_size: 2546572
2088
- dataset_size: 31148601
2089
  configs:
2090
  - config_name: datagen_001
2091
  data_files:
 
1678
  dataset_size: 84718751
1679
  - config_name: datagen_006
1680
  features:
1681
+ - name: category
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1682
  dtype: float64
1683
+ - name: revenue
1684
  dtype: float64
1685
+ - name: reviews
1686
  dtype: float64
 
 
 
 
1687
  - name: churn
1688
  dtype: float64
1689
+ - name: discount
 
 
 
 
 
 
 
 
 
 
1690
  dtype: float64
1691
+ - name: session_minutes
1692
  dtype: float64
1693
+ - name: rating
1694
  dtype: float64
1695
+ - name: shipping_days
1696
  dtype: float64
1697
+ - name: clicks
1698
  dtype: float64
1699
+ - name: refund
1700
  dtype: float64
1701
+ - name: price
1702
  dtype: float64
1703
+ - name: cart_size
1704
  dtype: float64
1705
  - name: conversion
1706
  dtype: float64
1707
+ - name: quantity
 
 
 
 
1708
  dtype: float64
1709
+ - name: return_rate
1710
  dtype: float64
1711
  - name: ecommerce_15
1712
  dtype: float64
1713
+ - name: ecommerce_16
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1714
  dtype: float64
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+ - name: ecommerce_17
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  dtype: float64
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+ - name: ecommerce_18
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  dtype: float64
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+ - name: ecommerce_19
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  dtype: float64
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  - name: ecommerce_20
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  dtype: float64
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+ - name: ecommerce_21
 
 
 
 
 
 
 
 
 
 
 
 
1724
  dtype: float64
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  - name: ecommerce_22
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  dtype: float64
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+ - name: ecommerce_23
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1728
  dtype: float64
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+ - name: ecommerce_24
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  dtype: float64
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+ - name: ecommerce_25
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  dtype: float64
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+ - name: ecommerce_26
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  dtype: float64
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+ - name: ecommerce_27
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  dtype: float64
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+ - name: ecommerce_28
1738
  dtype: float64
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+ - name: ecommerce_29
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  dtype: float64
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+ - name: ecommerce_30
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  dtype: float64
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+ - name: ecommerce_31
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  dtype: float64
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+ - name: ecommerce_32
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  dtype: float64
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+ - name: ecommerce_33
1748
  dtype: float64
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+ - name: ecommerce_34
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  dtype: float64
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+ - name: ecommerce_35
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  dtype: float64
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+ - name: ecommerce_36
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  dtype: float64
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+ - name: ecommerce_37
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  dtype: float64
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+ - name: ecommerce_38
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  dtype: float64
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+ - name: ecommerce_39
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  dtype: float64
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+ - name: ecommerce_40
1762
  dtype: float64
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+ - name: ecommerce_41
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  dtype: float64
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+ - name: ecommerce_42
1766
  dtype: float64
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+ - name: ecommerce_43
1768
  dtype: float64
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+ - name: ecommerce_44
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  dtype: float64
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+ - name: ecommerce_45
1772
  dtype: float64
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+ - name: ecommerce_46
1774
  dtype: float64
1775
+ - name: ecommerce_47
1776
  dtype: float64
1777
+ - name: ecommerce_48
1778
  dtype: float64
1779
+ - name: ecommerce_49
1780
  dtype: float64
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+ - name: ecommerce_50
1782
  dtype: float64
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+ - name: ecommerce_51
1784
  dtype: float64
1785
+ - name: ecommerce_52
1786
  dtype: float64
1787
+ - name: ecommerce_53
1788
  dtype: float64
1789
+ - name: ecommerce_54
1790
  dtype: float64
1791
+ - name: ecommerce_55
1792
  dtype: float64
1793
+ - name: ecommerce_56
1794
  dtype: float64
1795
+ - name: target
1796
+ dtype: int64
1797
+ - name: _source_meta
1798
+ dtype: large_string
1799
+ - name: health_32
1800
  dtype: float64
1801
  - name: creatinine
1802
  dtype: float64
1803
+ - name: health_28
 
 
 
 
 
 
1804
  dtype: float64
1805
+ - name: science_23
1806
  dtype: float64
1807
+ - name: health_21
1808
  dtype: float64
1809
+ - name: health_42
1810
  dtype: float64
1811
+ - name: health_46
1812
  dtype: float64
1813
+ - name: concentration
1814
  dtype: float64
1815
+ - name: health_43
1816
  dtype: float64
1817
+ - name: hemoglobin
1818
  dtype: float64
1819
+ - name: health_41
1820
  dtype: float64
1821
+ - name: velocity
1822
  dtype: float64
1823
+ - name: heart_rate
1824
  dtype: float64
1825
+ - name: warehouse_id
1826
  dtype: float64
1827
+ - name: science_39
1828
  dtype: float64
1829
+ - name: acceleration
1830
  dtype: float64
1831
+ - name: fever
1832
  dtype: float64
1833
+ - name: science_38
1834
  dtype: float64
1835
+ - name: science_21
1836
  dtype: float64
1837
+ - name: science_34
1838
  dtype: float64
1839
+ - name: reaction_time
1840
  dtype: float64
1841
  - name: entropy
1842
  dtype: float64
1843
+ - name: science_36
 
 
 
 
 
 
1844
  dtype: float64
1845
+ - name: carrier_id
1846
  dtype: float64
1847
+ - name: health_19
1848
  dtype: float64
1849
+ - name: smoking
1850
  dtype: float64
1851
+ - name: white_cell_count
1852
  dtype: float64
1853
+ - name: health_16
1854
  dtype: float64
1855
+ - name: health_20
1856
  dtype: float64
1857
+ - name: exercise_days
1858
  dtype: float64
1859
+ - name: science_29
1860
  dtype: float64
1861
+ - name: science_41
1862
  dtype: float64
1863
+ - name: health_44
1864
  dtype: float64
1865
+ - name: science_33
1866
  dtype: float64
1867
+ - name: health_17
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  dtype: float64
1869
+ - name: health_22
1870
  dtype: float64
1871
+ - name: science_28
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  dtype: float64
1873
+ - name: health_23
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  dtype: float64
1875
+ - name: health_25
1876
  dtype: float64
1877
+ - name: health_38
1878
  dtype: float64
1879
+ - name: diagnosis
1880
  dtype: float64
1881
+ - name: health_37
1882
  dtype: float64
1883
+ - name: science_15
1884
  dtype: float64
1885
+ - name: health_33
1886
  dtype: float64
1887
+ - name: intensity
1888
  dtype: float64
1889
+ - name: health_39
1890
  dtype: float64
1891
+ - name: yield_pct
1892
  dtype: float64
1893
  - name: science_25
1894
  dtype: float64
1895
+ - name: health_34
 
 
 
 
 
 
 
 
 
 
1896
  dtype: float64
1897
+ - name: wavelength
1898
  dtype: float64
1899
+ - name: science_43
1900
  dtype: float64
1901
+ - name: science_32
1902
  dtype: float64
1903
+ - name: energy_kj
1904
  dtype: float64
1905
+ - name: health_31
1906
  dtype: float64
1907
+ - name: family_history
1908
  dtype: float64
1909
+ - name: health_40
1910
  dtype: float64
1911
+ - name: glucose
1912
  dtype: float64
1913
+ - name: science_17
1914
  dtype: float64
1915
+ - name: science_22
1916
  dtype: float64
1917
+ - name: science_16
1918
  dtype: float64
1919
+ - name: health_15
1920
  dtype: float64
1921
+ - name: mass
1922
  dtype: float64
1923
  - name: science_31
1924
  dtype: float64
1925
+ - name: health_35
 
 
 
 
 
 
1926
  dtype: float64
1927
+ - name: science_30
1928
  dtype: float64
1929
+ - name: health_18
1930
  dtype: float64
1931
+ - name: science_26
1932
  dtype: float64
1933
+ - name: purity
1934
  dtype: float64
1935
+ - name: priority
1936
  dtype: float64
1937
+ - name: blood_pressure
1938
  dtype: float64
1939
+ - name: science_42
1940
  dtype: float64
1941
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1942
  dtype: float64
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  dtype: float64
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  dtype: float64
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  dtype: float64
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  dtype: float64
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1952
  dtype: float64
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+ - name: health_45
1954
  dtype: float64
1955
+ - name: science_19
1956
  dtype: float64
1957
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1958
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+ - name: temperature_k
1960
  dtype: float64
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  dtype: float64
1963
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1964
  dtype: float64
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1970
  dtype: float64
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  dtype: float64
1973
  - name: ph
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  dtype: float64
1975
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1979
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  dtype: float64
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  dtype: float64
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  dtype: float64
1985
+ - name: health_27
1986
  dtype: float64
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  splits:
1988
  - name: train
1989
+ num_bytes: 45425501
1990
+ num_examples: 28000
1991
+ download_size: 7992542
1992
+ dataset_size: 45425501
1993
  configs:
1994
  - config_name: datagen_001
1995
  data_files:
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