Overview

Dataset Statistics

Number of Variables 8
Number of Rows 343
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 198.7 KB
Average Row Size in Memory 593.3 B
Variable Types
  • Categorical: 8

Dataset Insights

DRG has a high cardinality: 343 distinct values High Cardinality
Description has a high cardinality: 343 distinct values High Cardinality
Avg Charge has a high cardinality: 343 distinct values High Cardinality
Self-Pay has a high cardinality: 343 distinct values High Cardinality
Min Allowable has a high cardinality: 343 distinct values High Cardinality
Average Allowable has a high cardinality: 343 distinct values High Cardinality
Max Allowable has a high cardinality: 343 distinct values High Cardinality
Filename has constant value "56-0510824_Watauga_Medical_Center_DRG_List.csv" Constant
Filename has constant length 46 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 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 22.7 KB

Length

Mean 2.9038
Standard Deviation 0.3145
Median 3
Minimum 1
Maximum 3

Sample

1st row 3
2nd row 4
3rd row 37
4th row 38
5th row 39

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 996

Description

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 33.2 KB

Length

Mean 34.07
Standard Deviation 4.9901
Median 36
Minimum 16
Maximum 62

Sample

1st row 003 ECMO or trach...
2nd row 004 Trach w MV 96...
3rd row 037 Extracranial ...
4th row 038 Extracranial ...
5th row 039 Extracranial ...

Letter

Count 8139
Lowercase Letter 7239
Space Separator 2217
Uppercase Letter 900
Dash Punctuation 16
Decimal Number 1039
  • The largest value (w) is over 3.22 times larger than the second largest value (other)

Avg Charge

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 25.4 KB

Length

Mean 10.9621
Standard Deviation 0.3176
Median 11
Minimum 10
Maximum 12

Sample

1st row 40,835.98
2nd row 26,741.38
3rd row 53,378.45
4th row 33,952.30
5th row 21,409.87

Letter

Count 0
Lowercase Letter 0
Space Separator 686
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2388

Self-Pay

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 25.3 KB

Length

Mean 10.6531
Standard Deviation 0.4767
Median 11
Minimum 10
Maximum 11

Sample

1st row 20,417.99
2nd row 13,370.69
3rd row 26,689.23
4th row 16,976.15
5th row 10,704.94

Letter

Count 0
Lowercase Letter 0
Space Separator 686
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2282

Min Allowable

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 25.3 KB

Length

Mean 10.6064
Standard Deviation 0.4893
Median 11
Minimum 10
Maximum 11

Sample

1st row 19,111.24
2nd row 12,514.97
3rd row 24,981.11
4th row 15,889.68
5th row 10,019.82

Letter

Count 0
Lowercase Letter 0
Space Separator 686
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2266

Average Allowable

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 25.4 KB

Length

Mean 10.7959
Standard Deviation 0.4179
Median 11
Minimum 10
Maximum 12

Sample

1st row 26,910.91
2nd row 17,622.57
3rd row 35,176.40
4th row 22,374.57
5th row 14,109.10

Letter

Count 0
Lowercase Letter 0
Space Separator 686
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2331

Max Allowable

categorical

Approximate Distinct Count 343
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 25.4 KB

Length

Mean 10.9038
Standard Deviation 0.3412
Median 11
Minimum 10
Maximum 12

Sample

1st row 34,710.58
2nd row 22,730.17
3rd row 45,371.68
4th row 28,859.46
5th row 18,198.39

Letter

Count 0
Lowercase Letter 0
Space Separator 686
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2368

Filename

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Memory Size 37.2 KB

Length

Mean 46
Standard Deviation 0
Median 46
Minimum 46
Maximum 46

Sample

1st row 56-0510824_Watauga...
2nd row 56-0510824_Watauga...
3rd row 56-0510824_Watauga...
4th row 56-0510824_Watauga...
5th row 56-0510824_Watauga...

Letter

Count 10290
Lowercase Letter 7889
Space Separator 0
Uppercase Letter 2401
Dash Punctuation 343
Decimal Number 3087
  • Filename has words of constant length

Missing Values