Overview

Dataset Statistics

Number of Variables 8
Number of Rows 52
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 30.9 KB
Average Row Size in Memory 609.0 B
Variable Types
  • Categorical: 8

Dataset Insights

DRG has a high cardinality: 52 distinct values High Cardinality
Description has a high cardinality: 52 distinct values High Cardinality
Avg Charge has a high cardinality: 52 distinct values High Cardinality
Self-Pay has a high cardinality: 52 distinct values High Cardinality
Min Allowable has a high cardinality: 52 distinct values High Cardinality
Average Allowable has a high cardinality: 52 distinct values High Cardinality
Max Allowable has a high cardinality: 52 distinct values High Cardinality
Filename has constant value "56-0529974_Charles_A_Cannon_Jr_Memorial_Hospital_DRG_List.csv" Constant
Filename has constant length 61 Constant Length
DRG has all distinct values Unique
Description has all distinct values Unique
Avg Charge has all distinct values Unique
Self-Pay has all distinct values Unique
Min Allowable has all distinct values Unique
Average Allowable has all distinct values Unique
Max Allowable has all distinct values Unique
  • 1
  • 2

Variables

DRG

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.4 KB

Length

Mean 2.9038
Standard Deviation 0.2977
Median 3
Minimum 2
Maximum 3

Sample

1st row 56
2nd row 57
3rd row 65
4th row 70
5th row 71

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 151

Description

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 5.0 KB

Length

Mean 33.4615
Standard Deviation 4.7875
Median 36
Minimum 19
Maximum 41

Sample

1st row 056 Degenerative ...
2nd row 057 Degenerative ...
3rd row 065 Intracranial ...
4th row 070 Nonspecific c...
5th row 071 Nonspecific c...

Letter

Count 1212
Lowercase Letter 1105
Space Separator 324
Uppercase Letter 107
Dash Punctuation 1
Decimal Number 160
  • The largest value (w) is over 2.88 times larger than the second largest value (mcc)

Avg Charge

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.9 KB

Length

Mean 10.9231
Standard Deviation 0.2691
Median 11
Minimum 10
Maximum 11

Sample

1st row 32,649.00
2nd row 28,199.47
3rd row 15,197.36
4th row 18,562.93
5th row 24,206.61

Letter

Count 0
Lowercase Letter 0
Space Separator 104
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 360

Self-Pay

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.8 KB

Length

Mean 10.3077
Standard Deviation 0.466
Median 10
Minimum 10
Maximum 11

Sample

1st row 16,324.50
2nd row 14,099.74
3rd row 7,598.68
4th row 9,281.47
5th row 12,103.31

Letter

Count 0
Lowercase Letter 0
Space Separator 104
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 328

Min Allowable

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.8 KB

Length

Mean 10.4423
Standard Deviation 0.5015
Median 10
Minimum 10
Maximum 11

Sample

1st row 18,936.42
2nd row 16,355.69
3rd row 8,814.47
4th row 10,766.50
5th row 14,039.83

Letter

Count 0
Lowercase Letter 0
Space Separator 104
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 335

Average Allowable

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.8 KB

Length

Mean 10.6731
Standard Deviation 0.4737
Median 11
Minimum 10
Maximum 11

Sample

1st row 24,160.26
2nd row 20,867.61
3rd row 11,246.05
4th row 13,736.57
5th row 17,912.89

Letter

Count 0
Lowercase Letter 0
Space Separator 104
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 347

Max Allowable

categorical

Approximate Distinct Count 52
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 3.9 KB

Length

Mean 10.8462
Standard Deviation 0.3643
Median 11
Minimum 10
Maximum 11

Sample

1st row 29,384.10
2nd row 25,379.52
3rd row 13,677.62
4th row 16,706.64
5th row 21,785.95

Letter

Count 0
Lowercase Letter 0
Space Separator 104
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 356

Filename

categorical

Approximate Distinct Count 1
Approximate Unique (%) 1.9%
Missing 0
Missing (%) 0.0%
Memory Size 6.4 KB

Length

Mean 61
Standard Deviation 0
Median 61
Minimum 61
Maximum 61

Sample

1st row 56-0529974_Charles...
2nd row 56-0529974_Charles...
3rd row 56-0529974_Charles...
4th row 56-0529974_Charles...
5th row 56-0529974_Charles...

Letter

Count 2184
Lowercase Letter 1664
Space Separator 0
Uppercase Letter 520
Dash Punctuation 52
Decimal Number 468
  • Filename has words of constant length

Missing Values