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Commit
d2a21d4
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1 Parent(s): 3030ace

Add batch datagen_098 (43,000 rows)

Browse files
README.md CHANGED
@@ -1,17 +1,671 @@
1
  ---
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  license: other
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  task_categories:
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- - tabular-classification
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- - tabular-regression
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  language:
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- - en
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  tags:
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- - tabular
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- - synthetic
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- - real-data
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- - pretraining
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- - tabpfn
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- pretty_name: "Tabula Pretraining Corpus"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15
  ---
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  # Tabula Pretraining Corpus
 
1
  ---
2
  license: other
3
  task_categories:
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+ - tabular-classification
5
+ - tabular-regression
6
  language:
7
+ - en
8
  tags:
9
+ - tabular
10
+ - synthetic
11
+ - real-data
12
+ - pretraining
13
+ - tabpfn
14
+ pretty_name: Tabula Pretraining Corpus
15
+ dataset_info:
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+ config_name: datagen_098
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+ features:
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+ - name: team_size
19
+ dtype: float64
20
+ - name: bonus_pct
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+ dtype: float64
22
+ - name: salary
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+ dtype: float64
24
+ - name: peer_rating
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+ dtype: large_string
26
+ - name: attrition
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+ dtype: float64
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+ - name: department_id
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+ dtype: large_string
30
+ - name: role_level
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+ dtype: float64
32
+ - name: satisfaction
33
+ dtype: float64
34
+ - name: training_hours
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+ dtype: float64
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+ - name: promotions
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+ dtype: large_string
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+ - name: absences
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+ dtype: float64
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+ - name: overtime_hours
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+ dtype: float64
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+ - name: remote_days
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+ dtype: large_string
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+ - name: tenure_years
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+ dtype: float64
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+ - name: performance_score
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+ dtype: float64
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+ - name: hr_15
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+ dtype: large_string
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+ - name: hr_16
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+ dtype: large_string
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+ - name: hr_17
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+ dtype: float64
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+ - name: hr_18
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+ dtype: float64
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+ - name: hr_19
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+ dtype: float64
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+ - name: hr_20
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+ dtype: float64
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+ - name: hr_21
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+ dtype: float64
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+ - name: hr_22
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+ dtype: float64
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+ - name: hr_23
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+ dtype: float64
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+ - name: hr_24
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+ dtype: float64
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+ - name: hr_25
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+ dtype: float64
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+ - name: hr_26
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+ dtype: float64
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+ - name: hr_27
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+ dtype: float64
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+ - name: hr_28
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+ dtype: float64
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+ - name: hr_29
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+ dtype: float64
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+ - name: hr_30
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+ dtype: float64
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+ - name: hr_31
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+ dtype: float64
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+ - name: hr_32
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+ dtype: float64
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+ - name: hr_33
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+ dtype: float64
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+ - name: hr_34
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+ dtype: float64
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+ - name: hr_35
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+ dtype: float64
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+ - name: hr_36
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+ dtype: float64
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+ - name: hr_37
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+ dtype: large_string
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+ - name: hr_38
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+ dtype: large_string
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+ - name: hr_39
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+ dtype: large_string
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+ - name: hr_40
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+ dtype: large_string
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+ - name: target
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+ dtype: int64
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+ - name: hr_41
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+ dtype: large_string
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+ - name: hr_42
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+ dtype: large_string
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+ - name: hr_43
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+ dtype: large_string
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+ - name: hr_44
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+ dtype: large_string
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+ - name: hr_45
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+ dtype: large_string
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+ dtype: float64
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+ - name: hr_48
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+ dtype: float64
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+ - name: hr_49
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+ dtype: float64
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+ - name: _source_meta
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+ dtype: large_string
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+ - name: health_30
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+ dtype: float64
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+ - name: health_53
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+ dtype: large_string
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+ - name: ecommerce_54
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+ dtype: float64
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+ - name: iot_57
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+ dtype: float64
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+ - name: hr_56
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+ dtype: large_string
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+ - name: ecommerce_38
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+ dtype: large_string
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+ dtype: float64
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+ - name: science_40
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+ - name: iot_64
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+ dtype: large_string
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+ - name: hr_59
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+ - name: health_55
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+ dtype: float64
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+ - name: iot_52
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+ dtype: float64
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+ - name: ecommerce_36
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+ dtype: float64
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+ - name: health_21
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+ dtype: float64
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+ - name: ecommerce_33
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+ dtype: float64
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+ - name: heart_rate
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+ dtype: float64
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+ - name: uptime_hours
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+ dtype: float64
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+ - name: blood_pressure
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+ dtype: float64
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+ - name: ecommerce_57
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+ dtype: float64
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+ - name: iot_62
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+ dtype: large_string
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+ - name: iot_54
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+ dtype: float64
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+ - name: health_46
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+ dtype: float64
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+ - name: purity
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+ dtype: float64
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+ - name: ecommerce_66
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+ dtype: float64
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+ - name: health_24
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+ dtype: float64
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+ - name: science_56
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+ dtype: large_string
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+ - name: smoking
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+ dtype: float64
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+ - name: science_30
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+ dtype: float64
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+ - name: health_23
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+ dtype: float64
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+ - name: iot_44
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+ dtype: float64
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+ - name: glucose
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+ dtype: float64
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+ - name: hr_50
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+ dtype: float64
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+ - name: science_34
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+ dtype: float64
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+ - name: fan_rpm
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+ dtype: float64
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+ - name: iot_35
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+ dtype: float64
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+ - name: health_37
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+ dtype: large_string
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+ - name: ecommerce_34
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+ dtype: float64
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+ - name: science_48
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+ dtype: float64
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+ - name: iot_56
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+ dtype: float64
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+ - name: shipping_days
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+ dtype: float64
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+ - name: health_44
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+ dtype: float64
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+ - name: iot_30
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+ dtype: float64
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+ - name: health_36
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+ dtype: large_string
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+ dtype: float64
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+ - name: ecommerce_62
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+ dtype: large_string
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+ - name: cpu_pct
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+ dtype: float64
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+ dtype: float64
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+ - name: white_cell_count
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+ dtype: float64
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+ dtype: float64
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+ - name: ecommerce_16
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+ dtype: large_string
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+ - name: health_56
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+ dtype: float64
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+ - name: health_16
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+ dtype: float64
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+ - name: ecommerce_50
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+ dtype: float64
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+ - name: health_43
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+ dtype: float64
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+ - name: iot_22
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+ dtype: float64
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+ - name: health_57
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+ dtype: float64
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+ - name: temperature
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+ dtype: float64
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+ - name: science_53
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+ dtype: large_string
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+ - name: iot_20
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+ dtype: float64
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+ - name: iot_36
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+ dtype: float64
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+ - name: science_33
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+ dtype: float64
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+ - name: health_20
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+ dtype: float64
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+ - name: hr_54
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+ dtype: large_string
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+ - name: science_52
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+ dtype: float64
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+ - name: ecommerce_59
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+ dtype: large_string
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+ - name: health_51
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+ dtype: large_string
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+ - name: health_40
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+ dtype: float64
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+ - name: iot_21
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+ dtype: float64
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+ - name: ecommerce_39
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+ dtype: large_string
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+ - name: health_29
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+ dtype: float64
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+ - name: science_55
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+ dtype: large_string
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+ - name: voltage
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+ dtype: float64
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+ - name: science_54
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+ dtype: large_string
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+ - name: science_38
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+ dtype: float64
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+ - name: science_26
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+ dtype: float64
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+ - name: error_rate
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+ dtype: float64
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+ - name: iot_23
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+ dtype: float64
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+ - name: rating
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+ dtype: float64
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+ - name: health_34
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+ dtype: large_string
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+ - name: creatinine
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+ dtype: float64
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+ - name: health_19
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+ dtype: float64
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+ - name: ecommerce_45
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+ dtype: float64
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+ - name: health_39
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+ dtype: float64
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+ - name: ecommerce_53
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+ dtype: float64
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+ - name: family_history
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+ dtype: float64
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+ - name: iot_51
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+ dtype: float64
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+ - name: health_31
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+ dtype: float64
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+ - name: ecommerce_67
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+ dtype: float64
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+ - name: science_60
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+ dtype: float64
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+ - name: science_15
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+ dtype: float64
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+ - name: exercise_days
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+ dtype: float64
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+ - name: humidity
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+ dtype: float64
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+ - name: ecommerce_51
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+ dtype: float64
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+ - name: science_46
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+ dtype: float64
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+ - name: iot_69
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+ dtype: float64
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+ - name: conversion
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+ dtype: float64
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+ - name: health_54
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+ dtype: large_string
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+ - name: science_45
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+ dtype: float64
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+ - name: price
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+ dtype: float64
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+ - name: health_45
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+ dtype: float64
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+ - name: iot_43
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+ dtype: float64
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+ - name: iot_41
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+ dtype: float64
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+ - name: science_47
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+ dtype: float64
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+ - name: health_41
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+ dtype: float64
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+ - name: health_32
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+ dtype: large_string
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+ - name: science_16
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+ dtype: float64
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+ - name: science_36
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+ dtype: float64
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+ - name: cholesterol
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+ dtype: float64
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+ - name: ph
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+ dtype: float64
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+ - name: ecommerce_48
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+ dtype: float64
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+ - name: entropy
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+ dtype: float64
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+ - name: wavelength
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+ dtype: float64
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+ - name: hr_52
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+ dtype: large_string
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+ - name: science_42
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+ - name: health_28
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+ dtype: float64
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+ - name: intensity
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+ dtype: float64
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+ - name: churn
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+ dtype: float64
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+ - name: ecommerce_60
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+ - name: hr_58
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+ - name: discount
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+ - name: iot_33
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+ - name: health_22
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+ dtype: float64
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+ - name: revenue
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+ dtype: float64
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+ - name: health_35
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+ dtype: large_string
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+ - name: ecommerce_63
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+ dtype: large_string
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+ - name: health_26
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+ dtype: float64
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+ - name: iot_48
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+ dtype: float64
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+ - name: health_48
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+ dtype: float64
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+ - name: science_18
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+ dtype: float64
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+ - name: ecommerce_22
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+ dtype: float64
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+ - name: iot_16
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+ dtype: float64
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+ - name: iot_26
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+ dtype: float64
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+ - name: ecommerce_40
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+ dtype: large_string
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+ - name: pressure
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+ dtype: float64
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+ - name: science_20
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+ dtype: float64
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+ - name: ecommerce_20
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+ dtype: large_string
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+ - name: health_18
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+ dtype: float64
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+ - name: iot_37
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+ dtype: float64
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+ - name: iot_55
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+ dtype: float64
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+ - name: iot_32
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+ - name: ecommerce_25
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+ - name: health_17
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+ dtype: float64
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+ - name: science_43
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+ dtype: float64
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+ - name: fever
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+ - name: ecommerce_41
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+ dtype: large_string
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+ dtype: large_string
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+ dtype: float64
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+ - name: iot_68
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+ dtype: float64
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+ - name: reviews
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+ dtype: float64
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+ dtype: float64
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+ - name: mass
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+ dtype: float64
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+ - name: pressure_pa
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+ dtype: float64
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+ - name: refund
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+ dtype: float64
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+ dtype: float64
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+ dtype: float64
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+ - name: ecommerce_65
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+ dtype: float64
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+ - name: disk_iops
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+ dtype: float64
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+ dtype: float64
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+ - name: ecommerce_18
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+ dtype: large_string
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+ - name: ecommerce_42
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+ dtype: large_string
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+ - name: latency_ms
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+ dtype: float64
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+ - name: ecommerce_55
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+ dtype: float64
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+ - name: ecommerce_43
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+ dtype: float64
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+ - name: ecommerce_28
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+ dtype: float64
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+ - name: hr_53
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+ - name: cart_size
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+ dtype: large_string
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+ dtype: float64
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+ - name: science_17
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+ dtype: float64
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+ - name: clicks
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+ dtype: float64
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+ - name: iot_50
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+ dtype: float64
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+ - name: mem_pct
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+ dtype: float64
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+ - name: iot_66
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+ dtype: large_string
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+ - name: volume
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+ - name: quantity
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+ - name: iot_31
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+ dtype: float64
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+ - name: packet_loss
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+ dtype: float64
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+ dtype: float64
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+ - name: iot_28
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+ dtype: float64
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+ - name: iot_18
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+ dtype: float64
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+ - name: diagnosis
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+ dtype: float64
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+ - name: session_minutes
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+ dtype: float64
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+ - name: iot_34
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+ dtype: float64
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+ - name: iot_39
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+ dtype: float64
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+ - name: ecommerce_61
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+ dtype: large_string
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+ - name: health_33
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+ dtype: large_string
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+ dtype: float64
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+ - name: iot_15
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+ dtype: float64
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+ - name: hr_51
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+ dtype: large_string
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+ - name: age
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+ dtype: float64
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+ - name: iot_58
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+ dtype: float64
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+ - name: iot_24
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+ dtype: float64
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+ - name: yield_pct
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+ dtype: float64
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+ - name: health_47
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+ dtype: float64
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+ - name: throughput_gbps
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+ dtype: float64
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+ - name: return_rate
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+ dtype: float64
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+ - name: ecommerce_52
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+ dtype: float64
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+ - name: ecommerce_44
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+ dtype: float64
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+ - name: iot_38
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+ - name: iot_17
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+ dtype: float64
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+ - name: alcohol_units
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+ dtype: float64
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+ - name: health_38
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+ dtype: float64
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+ - name: concentration
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+ dtype: float64
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+ - name: ecommerce_30
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+ - name: acceleration
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+ - name: iot_67
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+ dtype: float64
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+ - name: ecommerce_32
655
+ dtype: float64
656
+ - name: energy_kj
657
+ dtype: float64
658
+ splits:
659
+ - name: train
660
+ num_bytes: 136278077
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+ num_examples: 43000
662
+ download_size: 17125022
663
+ dataset_size: 136278077
664
+ configs:
665
+ - config_name: datagen_098
666
+ data_files:
667
+ - split: train
668
+ path: datagen_098/train-*
669
  ---
670
 
671
  # Tabula Pretraining Corpus
datagen_098/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:6ff79e1cd2eccea6ccb35e319627084b93ea6d1cc7d60c2964b8586c1d73f499
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+ size 17125022