Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 430 |
Duplicate rows (%) | 4.3% |
Total size in memory | 498.0 KiB |
Average record size in memory | 51.0 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 3 |
Dataset
Description | 가축분뇨 전자인계관리시스템과 농림사업정보시스템(Agrix)간 연계하여 송/수신하고 있는 정보중 액비 인계정보(살포) 데이터입니다. |
---|---|
Author | 한국환경공단 |
URL | https://www.data.go.kr/data/15041935/fileData.do |
Dataset has 430 (4.3%) duplicate rows | Duplicates |
배출량 is highly overall correlated with 운반자인수량 and 1 other fields | High correlation |
운반자인수량 is highly overall correlated with 배출량 and 1 other fields | High correlation |
운반자살포량 is highly overall correlated with 배출량 and 1 other fields | High correlation |
운반자살포량 has 110 (1.1%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 09:20:34.716761 |
---|---|
Analysis finished | 2023-12-12 09:20:36.600858 |
Duration | 1.88 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
입력구분
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
I | |
---|---|
U |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | U |
---|---|
2nd row | U |
3rd row | U |
4th row | U |
5th row | I |
Common Values
Value | Count | Frequency (%) |
I | 5578 | |
U | 4422 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
i | 5578 | |
u | 4422 |
배출량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 685 |
---|---|
Distinct (%) | 6.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.281296 |
Minimum | 1 |
---|---|
Maximum | 288 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 6.5 |
Q1 | 13.1775 |
median | 20 |
Q3 | 23 |
95-th percentile | 72 |
Maximum | 288 |
Range | 287 |
Interquartile range (IQR) | 9.8225 |
Descriptive statistics
Standard deviation | 31.265946 |
---|---|
Coefficient of variation (CV) | 1.2876556 |
Kurtosis | 22.960243 |
Mean | 24.281296 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 4.5571864 |
Sum | 242812.96 |
Variance | 977.55939 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23.0 | 1287 | 12.9% |
15.0 | 1255 | 12.6% |
24.0 | 793 | 7.9% |
8.0 | 502 | 5.0% |
22.0 | 451 | 4.5% |
21.0 | 429 | 4.3% |
7.5 | 357 | 3.6% |
20.0 | 345 | 3.5% |
14.0 | 345 | 3.5% |
7.0 | 322 | 3.2% |
Other values (675) | 3914 |
Value | Count | Frequency (%) |
1.0 | 2 | < 0.1% |
2.0 | 12 | 0.1% |
3.0 | 4 | < 0.1% |
3.5 | 1 | < 0.1% |
3.8 | 2 | < 0.1% |
4.0 | 18 | 0.2% |
4.5 | 15 | 0.1% |
5.0 | 125 | |
5.22 | 1 | < 0.1% |
5.25 | 1 | < 0.1% |
Value | Count | Frequency (%) |
288.0 | 1 | < 0.1% |
276.0 | 2 | < 0.1% |
275.0 | 6 | 0.1% |
264.0 | 3 | < 0.1% |
253.0 | 1 | < 0.1% |
252.0 | 1 | < 0.1% |
250.0 | 2 | < 0.1% |
240.0 | 2 | < 0.1% |
230.0 | 4 | < 0.1% |
225.0 | 35 |
처리방법
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
액비화 | |
---|---|
<NA> | |
퇴비화 | 28 |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.4425 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 액비화 |
---|---|
2nd row | <NA> |
3rd row | 액비화 |
4th row | <NA> |
5th row | 액비화 |
Common Values
Value | Count | Frequency (%) |
액비화 | 5547 | |
<NA> | 4425 | |
퇴비화 | 28 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
액비화 | 5547 | |
na | 4425 | |
퇴비화 | 28 | 0.3% |
운반자인수량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 685 |
---|---|
Distinct (%) | 6.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.281296 |
Minimum | 1 |
---|---|
Maximum | 288 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 6.5 |
Q1 | 13.1775 |
median | 20 |
Q3 | 23 |
95-th percentile | 72 |
Maximum | 288 |
Range | 287 |
Interquartile range (IQR) | 9.8225 |
Descriptive statistics
Standard deviation | 31.265946 |
---|---|
Coefficient of variation (CV) | 1.2876556 |
Kurtosis | 22.960243 |
Mean | 24.281296 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 4.5571864 |
Sum | 242812.96 |
Variance | 977.55939 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23.0 | 1287 | 12.9% |
15.0 | 1255 | 12.6% |
24.0 | 793 | 7.9% |
8.0 | 502 | 5.0% |
22.0 | 451 | 4.5% |
21.0 | 429 | 4.3% |
7.5 | 357 | 3.6% |
20.0 | 345 | 3.5% |
14.0 | 345 | 3.5% |
7.0 | 322 | 3.2% |
Other values (675) | 3914 |
Value | Count | Frequency (%) |
1.0 | 2 | < 0.1% |
2.0 | 12 | 0.1% |
3.0 | 4 | < 0.1% |
3.5 | 1 | < 0.1% |
3.8 | 2 | < 0.1% |
4.0 | 18 | 0.2% |
4.5 | 15 | 0.1% |
5.0 | 125 | |
5.22 | 1 | < 0.1% |
5.25 | 1 | < 0.1% |
Value | Count | Frequency (%) |
288.0 | 1 | < 0.1% |
276.0 | 2 | < 0.1% |
275.0 | 6 | 0.1% |
264.0 | 3 | < 0.1% |
253.0 | 1 | < 0.1% |
252.0 | 1 | < 0.1% |
250.0 | 2 | < 0.1% |
240.0 | 2 | < 0.1% |
230.0 | 4 | < 0.1% |
225.0 | 35 |
운반자살포량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 685 |
---|---|
Distinct (%) | 6.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.077996 |
Minimum | 0 |
---|---|
Maximum | 288 |
Zeros | 110 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 6.15 |
Q1 | 13 |
median | 20 |
Q3 | 23 |
95-th percentile | 72 |
Maximum | 288 |
Range | 288 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 31.345401 |
---|---|
Coefficient of variation (CV) | 1.3018276 |
Kurtosis | 22.815799 |
Mean | 24.077996 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 4.5360057 |
Sum | 240779.96 |
Variance | 982.53413 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
23.0 | 1279 | 12.8% |
15.0 | 1230 | 12.3% |
24.0 | 774 | 7.7% |
8.0 | 501 | 5.0% |
22.0 | 434 | 4.3% |
21.0 | 425 | 4.2% |
7.5 | 357 | 3.6% |
14.0 | 345 | 3.5% |
20.0 | 335 | 3.4% |
7.0 | 322 | 3.2% |
Other values (675) | 3998 |
Value | Count | Frequency (%) |
0.0 | 110 | |
1.0 | 2 | < 0.1% |
2.0 | 11 | 0.1% |
3.0 | 4 | < 0.1% |
3.5 | 1 | < 0.1% |
3.8 | 2 | < 0.1% |
4.0 | 18 | 0.2% |
4.5 | 15 | 0.1% |
5.0 | 120 | |
5.22 | 1 | < 0.1% |
Value | Count | Frequency (%) |
288.0 | 1 | < 0.1% |
276.0 | 2 | < 0.1% |
275.0 | 6 | 0.1% |
264.0 | 3 | < 0.1% |
253.0 | 1 | < 0.1% |
252.0 | 1 | < 0.1% |
250.0 | 2 | < 0.1% |
240.0 | 2 | < 0.1% |
230.0 | 4 | < 0.1% |
225.0 | 35 |
입력구분 | 배출량 | 처리방법 | 운반자인수량 | 운반자살포량 | |
---|---|---|---|---|---|
입력구분 | 1.000 | 0.318 | 0.048 | 0.318 | 0.317 |
배출량 | 0.318 | 1.000 | 0.000 | 1.000 | 1.000 |
처리방법 | 0.048 | 0.000 | 1.000 | 0.000 | 0.000 |
운반자인수량 | 0.318 | 1.000 | 0.000 | 1.000 | 1.000 |
운반자살포량 | 0.317 | 1.000 | 0.000 | 1.000 | 1.000 |
입력구분 | 처리방법 | |
---|---|---|
입력구분 | 1.000 | 0.030 |
처리방법 | 0.030 | 1.000 |
배출량 | 운반자인수량 | 운반자살포량 | 입력구분 | 처리방법 | |
---|---|---|---|---|---|
배출량 | 1.000 | 1.000 | 0.980 | 0.244 | 0.000 |
운반자인수량 | 1.000 | 1.000 | 0.980 | 0.244 | 0.000 |
운반자살포량 | 0.980 | 0.980 | 1.000 | 0.243 | 0.000 |
입력구분 | 0.244 | 0.244 | 0.243 | 1.000 | 0.030 |
처리방법 | 0.000 | 0.000 | 0.000 | 0.030 | 1.000 |
입력구분 | 배출량 | 처리방법 | 운반자인수량 | 운반자살포량 | |
---|---|---|---|---|---|
71778 | U | 9.0 | 액비화 | 9.0 | 9.0 |
47300 | U | 100.0 | <NA> | 100.0 | 100.0 |
36990 | U | 23.0 | 액비화 | 23.0 | 23.0 |
28302 | U | 24.0 | <NA> | 24.0 | 24.0 |
40246 | I | 16.28 | 액비화 | 16.28 | 16.28 |
32676 | I | 23.0 | 액비화 | 23.0 | 23.0 |
26136 | U | 19.73 | 액비화 | 19.73 | 19.73 |
3531 | I | 7.0 | 액비화 | 7.0 | 7.0 |
48352 | I | 7.5 | <NA> | 7.5 | 7.5 |
47620 | U | 15.0 | 액비화 | 15.0 | 15.0 |
입력구분 | 배출량 | 처리방법 | 운반자인수량 | 운반자살포량 | |
---|---|---|---|---|---|
3782 | I | 60.0 | <NA> | 60.0 | 60.0 |
35488 | I | 6.0 | <NA> | 6.0 | 0.0 |
55777 | U | 23.0 | 액비화 | 23.0 | 23.0 |
95933 | U | 22.0 | <NA> | 22.0 | 22.0 |
70246 | I | 23.0 | 액비화 | 23.0 | 23.0 |
81488 | I | 12.0 | 액비화 | 12.0 | 12.0 |
41822 | U | 7.0 | <NA> | 7.0 | 7.0 |
40606 | I | 15.37 | <NA> | 15.37 | 15.37 |
93081 | U | 23.0 | 액비화 | 23.0 | 23.0 |
83710 | U | 15.0 | <NA> | 15.0 | 15.0 |
Most frequently occurring
입력구분 | 배출량 | 처리방법 | 운반자인수량 | 운반자살포량 | # duplicates | |
---|---|---|---|---|---|---|
177 | I | 23.0 | 액비화 | 23.0 | 23.0 | 458 |
96 | I | 15.0 | 액비화 | 15.0 | 15.0 | 389 |
201 | I | 24.0 | 액비화 | 24.0 | 24.0 | 349 |
333 | U | 23.0 | 액비화 | 23.0 | 23.0 | 331 |
334 | U | 23.0 | <NA> | 23.0 | 23.0 | 325 |
299 | U | 15.0 | <NA> | 15.0 | 15.0 | 310 |
298 | U | 15.0 | 액비화 | 15.0 | 15.0 | 268 |
98 | I | 15.0 | <NA> | 15.0 | 15.0 | 263 |
281 | U | 7.5 | 액비화 | 7.5 | 7.5 | 224 |
146 | I | 22.0 | 액비화 | 22.0 | 22.0 | 206 |