Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 771.5 KiB |
Average record size in memory | 79.0 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 4 |
Dataset
Description | 가축분뇨 전자인계관리시스템에서 관리하고 있는 데이터 중에 액비를 배출하는 배출자의 관리 대장에 대한 정보 입니다. |
---|---|
Author | 한국환경공단 |
URL | https://www.data.go.kr/data/15041910/fileData.do |
Reproduction
Analysis started | 2023-12-12 15:22:08.588554 |
---|---|
Analysis finished | 2023-12-12 15:22:12.391674 |
Duration | 3.8 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
관리대장번호
Real number (ℝ)
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 452647.02 |
Minimum | 382159 |
---|---|
Maximum | 788783 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 382159 |
---|---|
5-th percentile | 384566.9 |
Q1 | 394439.75 |
median | 431382.5 |
Q3 | 509306.75 |
95-th percentile | 563407.2 |
Maximum | 788783 |
Range | 406624 |
Interquartile range (IQR) | 114867 |
Descriptive statistics
Standard deviation | 66446.69 |
---|---|
Coefficient of variation (CV) | 0.14679582 |
Kurtosis | 0.3990478 |
Mean | 452647.02 |
Median Absolute Deviation (MAD) | 42518 |
Skewness | 0.85631312 |
Sum | 4.5264702 × 109 |
Variance | 4.4151626 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
397543 | 1 | < 0.1% |
436959 | 1 | < 0.1% |
405023 | 1 | < 0.1% |
385470 | 1 | < 0.1% |
538915 | 1 | < 0.1% |
390367 | 1 | < 0.1% |
450580 | 1 | < 0.1% |
400370 | 1 | < 0.1% |
404445 | 1 | < 0.1% |
563411 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
382159 | 1 | |
382160 | 1 | |
382161 | 1 | |
382162 | 1 | |
382165 | 1 | |
382181 | 1 | |
382184 | 1 | |
382188 | 1 | |
382194 | 1 | |
382197 | 1 |
Value | Count | Frequency (%) |
788783 | 1 | |
788778 | 1 | |
788777 | 1 | |
788776 | 1 | |
788770 | 1 | |
788767 | 1 | |
788760 | 1 | |
788753 | 1 | |
764730 | 1 | |
764728 | 1 |
배출업체번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 979 |
---|---|
Distinct (%) | 9.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0157826 × 109 |
Minimum | 2.0130001 × 109 |
---|---|
Maximum | 2.0210005 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2.0130001 × 109 |
---|---|
5-th percentile | 2.0130004 × 109 |
Q1 | 2.0150004 × 109 |
median | 2.0160016 × 109 |
Q3 | 2.016004 × 109 |
95-th percentile | 2.0180108 × 109 |
Maximum | 2.0210005 × 109 |
Range | 8000310 |
Interquartile range (IQR) | 1003605 |
Descriptive statistics
Standard deviation | 1469712.6 |
---|---|
Coefficient of variation (CV) | 0.00072910273 |
Kurtosis | 1.4209399 |
Mean | 2.0157826 × 109 |
Median Absolute Deviation (MAD) | 998498 |
Skewness | 0.31671403 |
Sum | 2.0157826 × 1013 |
Variance | 2.1600552 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2016000840 | 96 | 1.0% |
2016000829 | 94 | 0.9% |
2013000588 | 88 | 0.9% |
2014000326 | 85 | 0.9% |
2017000106 | 71 | 0.7% |
2017000118 | 71 | 0.7% |
2015000301 | 70 | 0.7% |
2015000094 | 63 | 0.6% |
2016000841 | 61 | 0.6% |
2017000119 | 60 | 0.6% |
Other values (969) | 9241 |
Value | Count | Frequency (%) |
2013000149 | 2 | < 0.1% |
2013000160 | 36 | |
2013000174 | 2 | < 0.1% |
2013000201 | 5 | 0.1% |
2013000202 | 9 | 0.1% |
2013000217 | 8 | 0.1% |
2013000236 | 5 | 0.1% |
2013000238 | 5 | 0.1% |
2013000240 | 3 | < 0.1% |
2013000256 | 12 | 0.1% |
Value | Count | Frequency (%) |
2021000459 | 2 | < 0.1% |
2021000392 | 1 | < 0.1% |
2021000385 | 1 | < 0.1% |
2021000372 | 2 | < 0.1% |
2021000309 | 9 | |
2021000222 | 3 | < 0.1% |
2021000190 | 2 | < 0.1% |
2021000188 | 2 | < 0.1% |
2021000157 | 7 | |
2021000155 | 1 | < 0.1% |
운반업체번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 375 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.0156182 × 109 |
Minimum | 2.0130001 × 109 |
---|---|
Maximum | 2.0210005 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 2.0130001 × 109 |
---|---|
5-th percentile | 2.0130004 × 109 |
Q1 | 2.0150003 × 109 |
median | 2.016001 × 109 |
Q3 | 2.0160035 × 109 |
95-th percentile | 2.0180106 × 109 |
Maximum | 2.0210005 × 109 |
Range | 8000310 |
Interquartile range (IQR) | 1003218 |
Descriptive statistics
Standard deviation | 1448008.9 |
---|---|
Coefficient of variation (CV) | 0.00071839444 |
Kurtosis | 1.6702278 |
Mean | 2.0156182 × 109 |
Median Absolute Deviation (MAD) | 1000522 |
Skewness | 0.52129782 |
Sum | 2.0156182 × 1013 |
Variance | 2.0967299 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2016001370 | 173 | 1.7% |
2016003536 | 172 | 1.7% |
2016000978 | 134 | 1.3% |
2016000840 | 132 | 1.3% |
2014000276 | 122 | 1.2% |
2015000223 | 120 | 1.2% |
2016001881 | 119 | 1.2% |
2015000366 | 109 | 1.1% |
2016000829 | 106 | 1.1% |
2016003636 | 102 | 1.0% |
Other values (365) | 8711 |
Value | Count | Frequency (%) |
2013000149 | 2 | < 0.1% |
2013000160 | 36 | |
2013000201 | 3 | < 0.1% |
2013000202 | 9 | 0.1% |
2013000217 | 8 | 0.1% |
2013000238 | 5 | 0.1% |
2013000256 | 12 | 0.1% |
2013000259 | 1 | < 0.1% |
2013000261 | 5 | 0.1% |
2013000277 | 22 |
Value | Count | Frequency (%) |
2021000459 | 1 | < 0.1% |
2021000384 | 1 | < 0.1% |
2021000025 | 3 | < 0.1% |
2021000007 | 66 | |
2020000737 | 13 | 0.1% |
2020000645 | 14 | 0.1% |
2020000642 | 48 | |
2020000530 | 5 | 0.1% |
2020000476 | 19 | 0.2% |
2020000413 | 13 | 0.1% |
비료구분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 10000 |
처리구분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
C |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | C |
---|---|
2nd row | C |
3rd row | C |
4th row | C |
5th row | C |
Common Values
Value | Count | Frequency (%) |
C | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
c | 10000 |
처리방법
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
<NA> | |
2 | 46 |
Length
Max length | 4 |
---|---|
Median length | 1 |
Mean length | 2.0266 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | <NA> |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 6532 | |
<NA> | 3422 | |
2 | 46 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 6532 | |
na | 3422 | |
2 | 46 | 0.5% |
배출량
Real number (ℝ)
Distinct | 1596 |
---|---|
Distinct (%) | 16.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 103.39228 |
Minimum | 0 |
---|---|
Maximum | 2660 |
Zeros | 12 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 15 |
Q1 | 35 |
median | 70 |
Q3 | 138 |
95-th percentile | 297 |
Maximum | 2660 |
Range | 2660 |
Interquartile range (IQR) | 103 |
Descriptive statistics
Standard deviation | 108.11438 |
---|---|
Coefficient of variation (CV) | 1.0456717 |
Kurtosis | 48.425257 |
Mean | 103.39228 |
Median Absolute Deviation (MAD) | 46 |
Skewness | 4.232711 |
Sum | 1033922.8 |
Variance | 11688.719 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
24.0 | 473 | 4.7% |
46.0 | 303 | 3.0% |
48.0 | 291 | 2.9% |
23.0 | 281 | 2.8% |
60.0 | 181 | 1.8% |
96.0 | 180 | 1.8% |
72.0 | 178 | 1.8% |
120.0 | 172 | 1.7% |
22.0 | 157 | 1.6% |
15.0 | 154 | 1.5% |
Other values (1586) | 7630 |
Value | Count | Frequency (%) |
0.0 | 12 | |
1.0 | 1 | < 0.1% |
2.0 | 1 | < 0.1% |
3.0 | 1 | < 0.1% |
4.0 | 6 | 0.1% |
4.2 | 1 | < 0.1% |
5.0 | 19 | |
5.47 | 1 | < 0.1% |
5.5 | 1 | < 0.1% |
5.9 | 1 | < 0.1% |
Value | Count | Frequency (%) |
2660.0 | 1 | |
1512.149 | 1 | |
1250.7 | 1 | |
1248.7 | 1 | |
1248.2 | 1 | |
1228.2 | 1 | |
1203.8 | 1 | |
1119.0 | 1 | |
1104.0 | 2 | |
1044.0 | 1 |
대장등록타입
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
5 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 5 |
---|---|
2nd row | 5 |
3rd row | 5 |
4th row | 5 |
5th row | 5 |
Common Values
Value | Count | Frequency (%) |
5 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
5 | 10000 |
관리대장번호 | 배출업체번호 | 운반업체번호 | 처리방법 | 배출량 | |
---|---|---|---|---|---|
관리대장번호 | 1.000 | 0.190 | 0.181 | 0.000 | 0.005 |
배출업체번호 | 0.190 | 1.000 | 0.933 | 0.324 | 0.136 |
운반업체번호 | 0.181 | 0.933 | 1.000 | 0.363 | 0.156 |
처리방법 | 0.000 | 0.324 | 0.363 | 1.000 | 0.000 |
배출량 | 0.005 | 0.136 | 0.156 | 0.000 | 1.000 |
관리대장번호 | 배출업체번호 | 운반업체번호 | 배출량 | 처리방법 | |
---|---|---|---|---|---|
관리대장번호 | 1.000 | -0.013 | -0.022 | -0.047 | 0.000 |
배출업체번호 | -0.013 | 1.000 | 0.712 | -0.134 | 0.249 |
운반업체번호 | -0.022 | 0.712 | 1.000 | -0.079 | 0.278 |
배출량 | -0.047 | -0.134 | -0.079 | 1.000 | 0.000 |
처리방법 | 0.000 | 0.249 | 0.278 | 0.000 | 1.000 |
관리대장번호 | 배출업체번호 | 운반업체번호 | 비료구분 | 처리구분 | 처리방법 | 배출량 | 대장등록타입 | |
---|---|---|---|---|---|---|---|---|
17033 | 397543 | 2016003613 | 2016003536 | 1 | C | 1 | 74.0 | 5 |
12116 | 391271 | 2014000246 | 2014000246 | 1 | C | 1 | 63.0 | 5 |
22045 | 414856 | 2016001702 | 2016001702 | 1 | C | <NA> | 13.0 | 5 |
31240 | 476437 | 2017000073 | 2016001869 | 1 | C | 1 | 24.0 | 5 |
20824 | 409790 | 2016000568 | 2015000370 | 1 | C | 1 | 23.0 | 5 |
43246 | 554014 | 2013000411 | 2013000411 | 1 | C | 1 | 80.0 | 5 |
40771 | 541722 | 2015000227 | 2015000405 | 1 | C | <NA> | 50.95 | 5 |
40716 | 539128 | 2016004066 | 2015000361 | 1 | C | 1 | 46.0 | 5 |
24199 | 432049 | 2013000384 | 2013000384 | 1 | C | 1 | 370.0 | 5 |
5959 | 390077 | 2017001449 | 2017001449 | 1 | C | <NA> | 126.2 | 5 |
관리대장번호 | 배출업체번호 | 운반업체번호 | 비료구분 | 처리구분 | 처리방법 | 배출량 | 대장등록타입 | |
---|---|---|---|---|---|---|---|---|
39774 | 730562 | 2014000032 | 2014000032 | 1 | C | <NA> | 30.0 | 5 |
15230 | 398061 | 2016000800 | 2015000353 | 1 | C | 1 | 22.0 | 5 |
30394 | 471761 | 2015000386 | 2015000386 | 1 | C | 1 | 40.0 | 5 |
30531 | 473564 | 2013000371 | 2013000371 | 1 | C | <NA> | 265.0 | 5 |
27785 | 454390 | 2016002054 | 2017001551 | 1 | C | <NA> | 21.0 | 5 |
20230 | 406650 | 2015000311 | 2015000311 | 1 | C | 1 | 180.0 | 5 |
34354 | 497636 | 2021000372 | 2020000642 | 1 | C | <NA> | 24.0 | 5 |
45874 | 573220 | 2016000412 | 2015000223 | 1 | C | 1 | 48.0 | 5 |
10055 | 394633 | 2021000157 | 2014000248 | 1 | C | <NA> | 115.0 | 5 |
12649 | 395115 | 2015000381 | 2015000381 | 1 | C | 1 | 40.0 | 5 |