Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.2 KiB |
Average record size in memory | 43.3 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한국수자원공사 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=c7b30c70-4dcc-11ec-a1d0-25701f338068 |
Reproduction
Analysis started | 2023-12-10 10:20:56.181631 |
---|---|
Analysis finished | 2023-12-10 10:20:57.658370 |
Duration | 1.48 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
지자체()
Categorical
Distinct | 8 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
동두천시 | |
---|---|
양주시 | |
단양군 | |
서산시 | |
논산시 | |
Other values (3) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.16 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 동두천시 |
---|---|
2nd row | 동두천시 |
3rd row | 동두천시 |
4th row | 동두천시 |
5th row | 동두천시 |
Common Values
Value | Count | Frequency (%) |
동두천시 | 16 | |
양주시 | 15 | |
단양군 | 14 | |
서산시 | 13 | |
논산시 | 12 | |
광주시 | 11 | |
파주시 | 10 | |
금산군 | 9 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
동두천시 | 16 | |
양주시 | 15 | |
단양군 | 14 | |
서산시 | 13 | |
논산시 | 12 | |
광주시 | 11 | |
파주시 | 10 | |
금산군 | 9 |
상수도구경()
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 17.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.82 |
Minimum | 13 |
---|---|
Maximum | 700 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 13 |
---|---|
5-th percentile | 13 |
Q1 | 25 |
median | 50 |
Q3 | 112.5 |
95-th percentile | 252.5 |
Maximum | 700 |
Range | 687 |
Interquartile range (IQR) | 87.5 |
Descriptive statistics
Standard deviation | 111.92606 |
---|---|
Coefficient of variation (CV) | 1.1804056 |
Kurtosis | 11.283466 |
Mean | 94.82 |
Median Absolute Deviation (MAD) | 30 |
Skewness | 2.8734589 |
Sum | 9482 |
Variance | 12527.442 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20 | 8 | 8.0% |
25 | 8 | 8.0% |
32 | 8 | 8.0% |
40 | 8 | 8.0% |
50 | 8 | 8.0% |
13 | 7 | 7.0% |
150 | 7 | 7.0% |
200 | 7 | 7.0% |
100 | 7 | 7.0% |
80 | 7 | 7.0% |
Other values (7) | 25 |
Value | Count | Frequency (%) |
13 | 7 | |
15 | 6 | |
20 | 8 | |
25 | 8 | |
30 | 1 | 1.0% |
32 | 8 | |
40 | 8 | |
50 | 8 | |
75 | 7 | |
80 | 7 |
Value | Count | Frequency (%) |
700 | 1 | 1.0% |
600 | 1 | 1.0% |
300 | 3 | 3.0% |
250 | 6 | |
200 | 7 | |
150 | 7 | |
100 | 7 | |
80 | 7 | |
75 | 7 | |
50 | 8 |
상수도구경단위()
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
mm |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | mm |
---|---|
2nd row | mm |
3rd row | mm |
4th row | mm |
5th row | mm |
Common Values
Value | Count | Frequency (%) |
mm | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
mm | 100 |
적용금액()
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 73 |
---|---|
Distinct (%) | 73.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 66332.52 |
Minimum | 0 |
---|---|
Maximum | 524180 |
Zeros | 15 |
Zeros (%) | 15.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1302.5 |
median | 9143.5 |
Q3 | 69592.5 |
95-th percentile | 398590 |
Maximum | 524180 |
Range | 524180 |
Interquartile range (IQR) | 68290 |
Descriptive statistics
Standard deviation | 122412.99 |
---|---|
Coefficient of variation (CV) | 1.8454445 |
Kurtosis | 5.6632564 |
Mean | 66332.52 |
Median Absolute Deviation (MAD) | 9143.5 |
Skewness | 2.4715934 |
Sum | 6633252 |
Variance | 1.4984939 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 15 | 15.0% |
524180 | 3 | 3.0% |
600 | 2 | 2.0% |
398590 | 2 | 2.0% |
75540 | 2 | 2.0% |
38668 | 2 | 2.0% |
23910 | 2 | 2.0% |
1500 | 2 | 2.0% |
1250 | 2 | 2.0% |
1194 | 2 | 2.0% |
Other values (63) | 66 |
Value | Count | Frequency (%) |
0 | 15 | |
600 | 2 | 2.0% |
800 | 1 | 1.0% |
810 | 2 | 2.0% |
930 | 1 | 1.0% |
1194 | 2 | 2.0% |
1250 | 2 | 2.0% |
1320 | 1 | 1.0% |
1500 | 2 | 2.0% |
1570 | 1 | 1.0% |
Value | Count | Frequency (%) |
524180 | 3 | |
421010 | 1 | 1.0% |
398590 | 2 | |
309290 | 1 | 1.0% |
304116 | 1 | 1.0% |
280620 | 1 | 1.0% |
218350 | 1 | 1.0% |
208539 | 1 | 1.0% |
179580 | 1 | 1.0% |
178110 | 1 | 1.0% |
적용금액단위()
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
원/톤 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 원/톤 |
---|---|
2nd row | 원/톤 |
3rd row | 원/톤 |
4th row | 원/톤 |
5th row | 원/톤 |
Common Values
Value | Count | Frequency (%) |
원/톤 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
원/톤 | 100 |
지자체() | 상수도구경() | 적용금액() | |
---|---|---|---|
지자체() | 1.000 | 0.000 | 0.183 |
상수도구경() | 0.000 | 1.000 | 0.779 |
적용금액() | 0.183 | 0.779 | 1.000 |
상수도구경() | 적용금액() | 지자체() | |
---|---|---|---|
상수도구경() | 1.000 | 0.681 | 0.000 |
적용금액() | 0.681 | 1.000 | 0.085 |
지자체() | 0.000 | 0.085 | 1.000 |
지자체() | 상수도구경() | 상수도구경단위() | 적용금액() | 적용금액단위() | |
---|---|---|---|---|---|
0 | 동두천시 | 13 | mm | 1250 | 원/톤 |
1 | 동두천시 | 15 | mm | 1250 | 원/톤 |
2 | 동두천시 | 20 | mm | 3330 | 원/톤 |
3 | 동두천시 | 25 | mm | 5850 | 원/톤 |
4 | 동두천시 | 32 | mm | 10590 | 원/톤 |
5 | 동두천시 | 40 | mm | 17790 | 원/톤 |
6 | 동두천시 | 50 | mm | 28770 | 원/톤 |
7 | 동두천시 | 75 | mm | 59170 | 원/톤 |
8 | 동두천시 | 80 | mm | 59170 | 원/톤 |
9 | 동두천시 | 100 | mm | 100470 | 원/톤 |
지자체() | 상수도구경() | 상수도구경단위() | 적용금액() | 적용금액단위() | |
---|---|---|---|---|---|
90 | 논산시 | 250 | mm | 168240 | 원/톤 |
91 | 금산군 | 13 | mm | 600 | 원/톤 |
92 | 금산군 | 15 | mm | 600 | 원/톤 |
93 | 금산군 | 20 | mm | 810 | 원/톤 |
94 | 금산군 | 25 | mm | 930 | 원/톤 |
95 | 금산군 | 32 | mm | 1320 | 원/톤 |
96 | 금산군 | 40 | mm | 1710 | 원/톤 |
97 | 금산군 | 50 | mm | 3300 | 원/톤 |
98 | 금산군 | 75 | mm | 6900 | 원/톤 |
99 | 금산군 | 80 | mm | 6900 | 원/톤 |