Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 9.5 KiB |
Average record size in memory | 97.3 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 6 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 환경부산하기관 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=df1449b0-38bb-11ea-be28-4fa0eb812a46 |
배출년도 has constant value "" | Constant |
배출월 has constant value "" | Constant |
지자체 시도명 has constant value "" | Constant |
지자체 시군구명 is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
지자체코드 is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
배출량(g) is highly overall correlated with 배출횟수 and 2 other fields | High correlation |
배출량비율(%) is highly overall correlated with 배출횟수비율(%) | High correlation |
배출횟수 is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출량비율(%) | High correlation |
배출량(g) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 10:44:30.661763 |
---|---|
Analysis finished | 2023-12-10 10:44:38.098805 |
Duration | 7.44 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2020 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020 |
---|---|
2nd row | 2020 |
3rd row | 2020 |
4th row | 2020 |
5th row | 2020 |
Common Values
Value | Count | Frequency (%) |
2020 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020 | 100 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
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 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 100 |
배출일
Real number (ℝ)
Distinct | 31 |
---|---|
Distinct (%) | 31.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.16 |
Minimum | 1 |
---|---|
Maximum | 31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 7 |
median | 15 |
Q3 | 23 |
95-th percentile | 30 |
Maximum | 31 |
Range | 30 |
Interquartile range (IQR) | 16 |
Descriptive statistics
Standard deviation | 9.214306 |
---|---|
Coefficient of variation (CV) | 0.60780382 |
Kurtosis | -1.2602055 |
Mean | 15.16 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0.10720476 |
Sum | 1516 |
Variance | 84.903434 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 4 | 4.0% |
4 | 4 | 4.0% |
5 | 4 | 4.0% |
6 | 4 | 4.0% |
7 | 4 | 4.0% |
1 | 4 | 4.0% |
3 | 4 | 4.0% |
26 | 3 | 3.0% |
23 | 3 | 3.0% |
24 | 3 | 3.0% |
Other values (21) | 63 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
8 | 3 | |
9 | 3 | |
10 | 3 |
Value | Count | Frequency (%) |
31 | 3 | |
30 | 3 | |
29 | 3 | |
28 | 3 | |
27 | 3 | |
26 | 3 | |
25 | 3 | |
24 | 3 | |
23 | 3 | |
22 | 3 |
배출요일
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.09 |
Minimum | 1 |
---|---|
Maximum | 7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 4 |
Q3 | 6 |
95-th percentile | 7 |
Maximum | 7 |
Range | 6 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 1.9545079 |
---|---|
Coefficient of variation (CV) | 0.47787478 |
Kurtosis | -1.175345 |
Mean | 4.09 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.10378941 |
Sum | 409 |
Variance | 3.820101 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 16 | |
6 | 16 | |
4 | 16 | |
7 | 13 | |
1 | 13 | |
2 | 13 | |
3 | 13 |
Value | Count | Frequency (%) |
1 | 13 | |
2 | 13 | |
3 | 13 | |
4 | 16 | |
5 | 16 | |
6 | 16 | |
7 | 13 |
Value | Count | Frequency (%) |
7 | 13 | |
6 | 16 | |
5 | 16 | |
4 | 16 | |
3 | 13 | |
2 | 13 | |
1 | 13 |
지자체코드
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
W01 | |
---|---|
W02 | |
W03 | |
W04 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | W01 |
---|---|
2nd row | W01 |
3rd row | W01 |
4th row | W01 |
5th row | W01 |
Common Values
Value | Count | Frequency (%) |
W01 | 31 | |
W02 | 31 | |
W03 | 31 | |
W04 | 7 | 7.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
w01 | 31 | |
w02 | 31 | |
w03 | 31 | |
w04 | 7 | 7.0% |
지자체 시도명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
서울특별시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울특별시 |
---|---|
2nd row | 서울특별시 |
3rd row | 서울특별시 |
4th row | 서울특별시 |
5th row | 서울특별시 |
Common Values
Value | Count | Frequency (%) |
서울특별시 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
서울특별시 | 100 |
지자체 시군구명
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 4.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
종로구 | |
---|---|
중구 | |
용산구 | |
성동구 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.69 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 종로구 |
---|---|
2nd row | 종로구 |
3rd row | 종로구 |
4th row | 종로구 |
5th row | 종로구 |
Common Values
Value | Count | Frequency (%) |
종로구 | 31 | |
중구 | 31 | |
용산구 | 31 | |
성동구 | 7 | 7.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
종로구 | 31 | |
중구 | 31 | |
용산구 | 31 | |
성동구 | 7 | 7.0% |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4321811.5 |
Minimum | 359350 |
---|---|
Maximum | 18437050 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 359350 |
---|---|
5-th percentile | 457235 |
Q1 | 557312.5 |
median | 3552225 |
Q3 | 6028850 |
95-th percentile | 13196823 |
Maximum | 18437050 |
Range | 18077700 |
Interquartile range (IQR) | 5471537.5 |
Descriptive statistics
Standard deviation | 3832576.7 |
---|---|
Coefficient of variation (CV) | 0.88679868 |
Kurtosis | 2.4258898 |
Mean | 4321811.5 |
Median Absolute Deviation (MAD) | 2930650 |
Skewness | 1.4124589 |
Sum | 4.3218115 × 108 |
Variance | 1.4688644 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3548600 | 1 | 1.0% |
492350 | 1 | 1.0% |
528500 | 1 | 1.0% |
452400 | 1 | 1.0% |
553300 | 1 | 1.0% |
457250 | 1 | 1.0% |
462750 | 1 | 1.0% |
456950 | 1 | 1.0% |
520100 | 1 | 1.0% |
440500 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
359350 | 1 | |
420800 | 1 | |
440500 | 1 | |
452400 | 1 | |
456950 | 1 | |
457250 | 1 | |
462750 | 1 | |
465050 | 1 | |
471300 | 1 | |
473100 | 1 |
Value | Count | Frequency (%) |
18437050 | 1 | |
15670750 | 1 | |
15482800 | 1 | |
15212400 | 1 | |
13446200 | 1 | |
13183698 | 1 | |
11557450 | 1 | |
10319050 | 1 | |
8252350 | 1 | |
8233250 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 68 |
---|---|
Distinct (%) | 68.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2151 |
Minimum | 2.24 |
---|---|
Maximum | 5.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.24 |
---|---|
5-th percentile | 2.6395 |
Q1 | 2.865 |
median | 3.195 |
Q3 | 3.385 |
95-th percentile | 4.062 |
Maximum | 5.08 |
Range | 2.84 |
Interquartile range (IQR) | 0.52 |
Descriptive statistics
Standard deviation | 0.49359636 |
---|---|
Coefficient of variation (CV) | 0.15352442 |
Kurtosis | 2.405878 |
Mean | 3.2151 |
Median Absolute Deviation (MAD) | 0.275 |
Skewness | 1.24885 |
Sum | 321.51 |
Variance | 0.24363736 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.75 | 5 | 5.0% |
2.77 | 4 | 4.0% |
3.23 | 3 | 3.0% |
2.95 | 3 | 3.0% |
3.1 | 3 | 3.0% |
3.35 | 3 | 3.0% |
3.21 | 2 | 2.0% |
3.2 | 2 | 2.0% |
2.96 | 2 | 2.0% |
2.87 | 2 | 2.0% |
Other values (58) | 71 |
Value | Count | Frequency (%) |
2.24 | 1 | 1.0% |
2.4 | 1 | 1.0% |
2.41 | 1 | 1.0% |
2.63 | 2 | 2.0% |
2.64 | 1 | 1.0% |
2.68 | 1 | 1.0% |
2.72 | 2 | 2.0% |
2.75 | 5 | |
2.77 | 4 | |
2.79 | 2 | 2.0% |
Value | Count | Frequency (%) |
5.08 | 1 | |
4.76 | 1 | |
4.74 | 1 | |
4.12 | 1 | |
4.1 | 1 | |
4.06 | 1 | |
4.05 | 1 | |
4.03 | 1 | |
3.99 | 2 | |
3.94 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2945.01 |
Minimum | 251 |
---|---|
Maximum | 11911 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 251 |
---|---|
5-th percentile | 331.65 |
Q1 | 395.25 |
median | 2363.5 |
Q3 | 4382.5 |
95-th percentile | 8869.95 |
Maximum | 11911 |
Range | 11660 |
Interquartile range (IQR) | 3987.25 |
Descriptive statistics
Standard deviation | 2566.1639 |
---|---|
Coefficient of variation (CV) | 0.87135999 |
Kurtosis | 1.734334 |
Mean | 2945.01 |
Median Absolute Deviation (MAD) | 1976 |
Skewness | 1.2542607 |
Sum | 294501 |
Variance | 6585197.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
380 | 3 | 3.0% |
373 | 2 | 2.0% |
333 | 1 | 1.0% |
336 | 1 | 1.0% |
351 | 1 | 1.0% |
332 | 1 | 1.0% |
383 | 1 | 1.0% |
322 | 1 | 1.0% |
434 | 1 | 1.0% |
352 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
251 | 1 | |
314 | 1 | |
320 | 1 | |
322 | 1 | |
325 | 1 | |
332 | 1 | |
333 | 1 | |
336 | 1 | |
342 | 1 | |
351 | 1 |
Value | Count | Frequency (%) |
11911 | 1 | |
10265 | 1 | |
10071 | 1 | |
10004 | 1 | |
9078 | 1 | |
8859 | 1 | |
7805 | 1 | |
6507 | 1 | |
5823 | 1 | |
5770 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 74 |
---|---|
Distinct (%) | 74.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2164 |
Minimum | 2.19 |
---|---|
Maximum | 4.53 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.19 |
---|---|
5-th percentile | 2.7345 |
Q1 | 2.93 |
median | 3.2 |
Q3 | 3.3625 |
95-th percentile | 4.0215 |
Maximum | 4.53 |
Range | 2.34 |
Interquartile range (IQR) | 0.4325 |
Descriptive statistics
Standard deviation | 0.40886519 |
---|---|
Coefficient of variation (CV) | 0.12711889 |
Kurtosis | 1.3323864 |
Mean | 3.2164 |
Median Absolute Deviation (MAD) | 0.24 |
Skewness | 0.83850089 |
Sum | 321.64 |
Variance | 0.16717075 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.31 | 5 | 5.0% |
3.21 | 3 | 3.0% |
2.89 | 3 | 3.0% |
2.9 | 3 | 3.0% |
3.03 | 3 | 3.0% |
3.32 | 2 | 2.0% |
2.85 | 2 | 2.0% |
3.2 | 2 | 2.0% |
2.93 | 2 | 2.0% |
3.78 | 2 | 2.0% |
Other values (64) | 73 |
Value | Count | Frequency (%) |
2.19 | 1 | |
2.46 | 1 | |
2.49 | 1 | |
2.62 | 1 | |
2.63 | 1 | |
2.74 | 1 | |
2.76 | 1 | |
2.79 | 1 | |
2.81 | 1 | |
2.82 | 1 |
Value | Count | Frequency (%) |
4.53 | 1 | |
4.41 | 1 | |
4.27 | 1 | |
4.13 | 1 | |
4.05 | 1 | |
4.02 | 1 | |
4.0 | 1 | |
3.91 | 1 | |
3.89 | 1 | |
3.8 | 1 |
배출일 | 배출요일 | 지자체코드 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
배출일 | 1.000 | 0.611 | 0.000 | 0.000 | 0.000 | 0.434 | 0.000 | 0.662 |
배출요일 | 0.611 | 1.000 | 0.000 | 0.000 | 0.041 | 0.491 | 0.000 | 0.506 |
지자체코드 | 0.000 | 0.000 | 1.000 | 1.000 | 0.994 | 0.000 | 1.000 | 0.000 |
지자체 시군구명 | 0.000 | 0.000 | 1.000 | 1.000 | 0.994 | 0.000 | 1.000 | 0.000 |
배출량(g) | 0.000 | 0.041 | 0.994 | 0.994 | 1.000 | 0.809 | 0.998 | 0.734 |
배출량비율(%) | 0.434 | 0.491 | 0.000 | 0.000 | 0.809 | 1.000 | 0.794 | 0.872 |
배출횟수 | 0.000 | 0.000 | 1.000 | 1.000 | 0.998 | 0.794 | 1.000 | 0.738 |
배출횟수비율(%) | 0.662 | 0.506 | 0.000 | 0.000 | 0.734 | 0.872 | 0.738 | 1.000 |
지자체 시군구명 | 지자체코드 | |
---|---|---|
지자체 시군구명 | 1.000 | 1.000 |
지자체코드 | 1.000 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | 지자체코드 | 지자체 시군구명 | |
---|---|---|---|---|---|---|---|---|
배출일 | 1.000 | -0.031 | -0.059 | 0.327 | -0.076 | 0.284 | 0.000 | 0.000 |
배출요일 | -0.031 | 1.000 | -0.117 | -0.412 | -0.110 | -0.363 | 0.000 | 0.000 |
배출량(g) | -0.059 | -0.117 | 1.000 | 0.205 | 0.989 | 0.167 | 0.932 | 0.932 |
배출량비율(%) | 0.327 | -0.412 | 0.205 | 1.000 | 0.170 | 0.887 | 0.000 | 0.000 |
배출횟수 | -0.076 | -0.110 | 0.989 | 0.170 | 1.000 | 0.197 | 0.960 | 0.960 |
배출횟수비율(%) | 0.284 | -0.363 | 0.167 | 0.887 | 0.197 | 1.000 | 0.000 | 0.000 |
지자체코드 | 0.000 | 0.000 | 0.932 | 0.000 | 0.960 | 0.000 | 1.000 | 1.000 |
지자체 시군구명 | 0.000 | 0.000 | 0.932 | 0.000 | 0.960 | 0.000 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 지자체코드 | 지자체 시도명 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020 | 1 | 2 | 5 | W01 | 서울특별시 | 종로구 | 3548600 | 3.23 | 2306 | 3.23 |
1 | 2020 | 1 | 3 | 6 | W01 | 서울특별시 | 종로구 | 3151900 | 2.87 | 2109 | 2.95 |
2 | 2020 | 1 | 4 | 7 | W01 | 서울특별시 | 종로구 | 3246350 | 2.95 | 2115 | 2.96 |
3 | 2020 | 1 | 5 | 1 | W01 | 서울특별시 | 종로구 | 3879200 | 3.53 | 2462 | 3.45 |
4 | 2020 | 1 | 6 | 2 | W01 | 서울특별시 | 종로구 | 3766350 | 3.42 | 2432 | 3.41 |
5 | 2020 | 1 | 7 | 3 | W01 | 서울특별시 | 종로구 | 2992550 | 2.72 | 1968 | 2.76 |
6 | 2020 | 1 | 8 | 4 | W01 | 서울특별시 | 종로구 | 3540200 | 3.22 | 2404 | 3.37 |
7 | 2020 | 1 | 9 | 5 | W01 | 서울특별시 | 종로구 | 2995200 | 2.72 | 2065 | 2.89 |
8 | 2020 | 1 | 10 | 6 | W01 | 서울특별시 | 종로구 | 3042850 | 2.77 | 2081 | 2.91 |
9 | 2020 | 1 | 11 | 7 | W01 | 서울특별시 | 종로구 | 3100750 | 2.82 | 2072 | 2.9 |
배출년도 | 배출월 | 배출일 | 배출요일 | 지자체코드 | 지자체 시도명 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|---|---|---|
90 | 2020 | 1 | 30 | 5 | W03 | 서울특별시 | 용산구 | 473100 | 2.95 | 380 | 3.31 |
91 | 2020 | 1 | 31 | 6 | W03 | 서울특별시 | 용산구 | 558650 | 3.49 | 379 | 3.3 |
92 | 2020 | 1 | 1 | 4 | W04 | 서울특별시 | 성동구 | 15670750 | 3.27 | 10004 | 3.19 |
93 | 2020 | 1 | 2 | 5 | W04 | 서울특별시 | 성동구 | 15482800 | 3.23 | 10265 | 3.27 |
94 | 2020 | 1 | 3 | 6 | W04 | 서울특별시 | 성동구 | 13183698 | 2.75 | 9078 | 2.89 |
95 | 2020 | 1 | 4 | 7 | W04 | 서울특별시 | 성동구 | 13446200 | 2.81 | 8859 | 2.82 |
96 | 2020 | 1 | 5 | 1 | W04 | 서울특별시 | 성동구 | 18437050 | 3.85 | 11911 | 3.79 |
97 | 2020 | 1 | 6 | 2 | W04 | 서울특별시 | 성동구 | 15212400 | 3.18 | 10071 | 3.21 |
98 | 2020 | 1 | 7 | 3 | W04 | 서울특별시 | 성동구 | 11557450 | 2.41 | 7805 | 2.49 |
99 | 2020 | 1 | 1 | 4 | W01 | 서울특별시 | 종로구 | 3324150 | 3.02 | 2124 | 2.97 |