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 10:44:17.494270 |
---|---|
Analysis finished | 2023-12-10 10:44:23.788307 |
Duration | 6.29 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 |
2 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 100 |
배출일
Real number (ℝ)
Distinct | 29 |
---|---|
Distinct (%) | 29.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.96 |
Minimum | 1 |
---|---|
Maximum | 29 |
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 | 13 |
Q3 | 21 |
95-th percentile | 28 |
Maximum | 29 |
Range | 28 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 8.4062507 |
---|---|
Coefficient of variation (CV) | 0.60216695 |
Kurtosis | -1.1723508 |
Mean | 13.96 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0.18939811 |
Sum | 1396 |
Variance | 70.665051 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 4 | 4.0% |
9 | 4 | 4.0% |
3 | 4 | 4.0% |
1 | 4 | 4.0% |
13 | 4 | 4.0% |
11 | 4 | 4.0% |
10 | 4 | 4.0% |
12 | 4 | 4.0% |
8 | 4 | 4.0% |
7 | 4 | 4.0% |
Other values (19) | 60 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
8 | 4 | |
9 | 4 | |
10 | 4 |
Value | Count | Frequency (%) |
29 | 3 | |
28 | 3 | |
27 | 3 | |
26 | 3 | |
25 | 3 | |
24 | 3 | |
23 | 3 | |
22 | 3 | |
21 | 3 | |
20 | 3 |
배출요일
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.07 |
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 | 2.0462086 |
---|---|
Coefficient of variation (CV) | 0.50275396 |
Kurtosis | -1.2793204 |
Mean | 4.07 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.016940836 |
Sum | 407 |
Variance | 4.1869697 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7 | 17 | |
1 | 14 | |
2 | 14 | |
3 | 14 | |
4 | 14 | |
5 | 14 | |
6 | 13 |
Value | Count | Frequency (%) |
1 | 14 | |
2 | 14 | |
3 | 14 | |
4 | 14 | |
5 | 14 | |
6 | 13 | |
7 | 17 |
Value | Count | Frequency (%) |
7 | 17 | |
6 | 13 | |
5 | 14 | |
4 | 14 | |
3 | 14 | |
2 | 14 | |
1 | 14 |
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 | 29 | |
W02 | 29 | |
W03 | 29 | |
W04 | 13 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
w01 | 29 | |
w02 | 29 | |
w03 | 29 | |
w04 | 13 |
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 | 2.71 |
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 | 29 | |
중구 | 29 | |
용산구 | 29 | |
성동구 | 13 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
종로구 | 29 | |
중구 | 29 | |
용산구 | 29 | |
성동구 | 13 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5070397 |
Minimum | 410300 |
---|---|
Maximum | 21182849 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 410300 |
---|---|
5-th percentile | 460230 |
Q1 | 609650 |
median | 3674775 |
Q3 | 6196637.5 |
95-th percentile | 15461678 |
Maximum | 21182849 |
Range | 20772549 |
Interquartile range (IQR) | 5586987.5 |
Descriptive statistics
Standard deviation | 4788284 |
---|---|
Coefficient of variation (CV) | 0.94436077 |
Kurtosis | 1.6824203 |
Mean | 5070397 |
Median Absolute Deviation (MAD) | 2967325 |
Skewness | 1.433089 |
Sum | 5.070397 × 108 |
Variance | 2.2927664 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4330600 | 1 | 1.0% |
558800 | 1 | 1.0% |
563899 | 1 | 1.0% |
516700 | 1 | 1.0% |
583400 | 1 | 1.0% |
419700 | 1 | 1.0% |
549550 | 1 | 1.0% |
551400 | 1 | 1.0% |
436150 | 1 | 1.0% |
548650 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
410300 | 1 | |
419700 | 1 | |
436150 | 1 | |
455450 | 1 | |
458900 | 1 | |
460300 | 1 | |
474300 | 1 | |
478050 | 1 | |
510300 | 1 | |
516700 | 1 |
Value | Count | Frequency (%) |
21182849 | 1 | |
19533000 | 1 | |
17383250 | 1 | |
16708350 | 1 | |
15541050 | 1 | |
15457500 | 1 | |
14839950 | 1 | |
14714950 | 1 | |
14330100 | 1 | |
13917300 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 71 |
---|---|
Distinct (%) | 71.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.455 |
Minimum | 2.63 |
---|---|
Maximum | 4.81 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.63 |
---|---|
5-th percentile | 2.906 |
Q1 | 3.1375 |
median | 3.335 |
Q3 | 3.6725 |
95-th percentile | 4.495 |
Maximum | 4.81 |
Range | 2.18 |
Interquartile range (IQR) | 0.535 |
Descriptive statistics
Standard deviation | 0.47130702 |
---|---|
Coefficient of variation (CV) | 0.13641303 |
Kurtosis | 0.94423595 |
Mean | 3.455 |
Median Absolute Deviation (MAD) | 0.26 |
Skewness | 1.0190088 |
Sum | 345.5 |
Variance | 0.2221303 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.32 | 3 | 3.0% |
3.59 | 3 | 3.0% |
3.43 | 3 | 3.0% |
3.29 | 3 | 3.0% |
3.74 | 3 | 3.0% |
3.15 | 3 | 3.0% |
3.33 | 3 | 3.0% |
2.95 | 2 | 2.0% |
3.04 | 2 | 2.0% |
3.52 | 2 | 2.0% |
Other values (61) | 73 |
Value | Count | Frequency (%) |
2.63 | 1 | |
2.69 | 1 | |
2.8 | 2 | |
2.83 | 1 | |
2.91 | 2 | |
2.92 | 1 | |
2.94 | 1 | |
2.95 | 2 | |
2.96 | 1 | |
2.97 | 1 |
Value | Count | Frequency (%) |
4.81 | 1 | |
4.77 | 1 | |
4.74 | 1 | |
4.7 | 1 | |
4.59 | 1 | |
4.49 | 1 | |
4.37 | 1 | |
4.2 | 1 | |
4.13 | 1 | |
4.06 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 94 |
---|---|
Distinct (%) | 94.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3480.4 |
Minimum | 352 |
---|---|
Maximum | 13050 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 352 |
---|---|
5-th percentile | 372 |
Q1 | 434.75 |
median | 2395.5 |
Q3 | 4476.75 |
95-th percentile | 10103.45 |
Maximum | 13050 |
Range | 12698 |
Interquartile range (IQR) | 4042 |
Descriptive statistics
Standard deviation | 3159.9316 |
---|---|
Coefficient of variation (CV) | 0.90792197 |
Kurtosis | 0.91580066 |
Mean | 3480.4 |
Median Absolute Deviation (MAD) | 1978.5 |
Skewness | 1.2313133 |
Sum | 348040 |
Variance | 9985168 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
372 | 3 | 3.0% |
375 | 2 | 2.0% |
394 | 2 | 2.0% |
352 | 2 | 2.0% |
2552 | 2 | 2.0% |
2653 | 1 | 1.0% |
434 | 1 | 1.0% |
396 | 1 | 1.0% |
410 | 1 | 1.0% |
476 | 1 | 1.0% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
352 | 2 | |
358 | 1 | 1.0% |
372 | 3 | |
374 | 1 | 1.0% |
375 | 2 | |
379 | 1 | 1.0% |
382 | 1 | 1.0% |
388 | 1 | 1.0% |
392 | 1 | 1.0% |
394 | 2 |
Value | Count | Frequency (%) |
13050 | 1 | |
12218 | 1 | |
11138 | 1 | |
10894 | 1 | |
10587 | 1 | |
10078 | 1 | |
9826 | 1 | |
9824 | 1 | |
9813 | 1 | |
9499 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 64 |
---|---|
Distinct (%) | 64.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.4501 |
Minimum | 2.95 |
---|---|
Maximum | 4.59 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.95 |
---|---|
5-th percentile | 3.039 |
Q1 | 3.2 |
median | 3.375 |
Q3 | 3.6125 |
95-th percentile | 4.1005 |
Maximum | 4.59 |
Range | 1.64 |
Interquartile range (IQR) | 0.4125 |
Descriptive statistics
Standard deviation | 0.34480999 |
---|---|
Coefficient of variation (CV) | 0.099942028 |
Kurtosis | 1.4835102 |
Mean | 3.4501 |
Median Absolute Deviation (MAD) | 0.185 |
Skewness | 1.2217918 |
Sum | 345.01 |
Variance | 0.11889393 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.29 | 5 | 5.0% |
3.18 | 4 | 4.0% |
3.73 | 4 | 4.0% |
3.2 | 4 | 4.0% |
3.38 | 3 | 3.0% |
3.46 | 3 | 3.0% |
3.74 | 3 | 3.0% |
3.02 | 2 | 2.0% |
4.09 | 2 | 2.0% |
3.19 | 2 | 2.0% |
Other values (54) | 68 |
Value | Count | Frequency (%) |
2.95 | 2 | |
2.98 | 1 | |
3.02 | 2 | |
3.04 | 1 | |
3.05 | 1 | |
3.07 | 1 | |
3.08 | 2 | |
3.09 | 1 | |
3.1 | 1 | |
3.11 | 1 |
Value | Count | Frequency (%) |
4.59 | 1 | |
4.52 | 1 | |
4.37 | 1 | |
4.33 | 1 | |
4.3 | 1 | |
4.09 | 2 | |
3.96 | 2 | |
3.91 | 2 | |
3.89 | 1 | |
3.83 | 2 |
배출일 | 배출요일 | 지자체코드 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
배출일 | 1.000 | 0.650 | 0.000 | 0.000 | 0.000 | 0.414 | 0.000 | 0.193 |
배출요일 | 0.650 | 1.000 | 0.000 | 0.000 | 0.037 | 0.643 | 0.337 | 0.610 |
지자체코드 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.372 | 1.000 | 0.138 |
지자체 시군구명 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.372 | 1.000 | 0.138 |
배출량(g) | 0.000 | 0.037 | 1.000 | 1.000 | 1.000 | 0.804 | 0.955 | 0.696 |
배출량비율(%) | 0.414 | 0.643 | 0.372 | 0.372 | 0.804 | 1.000 | 0.724 | 0.836 |
배출횟수 | 0.000 | 0.337 | 1.000 | 1.000 | 0.955 | 0.724 | 1.000 | 0.858 |
배출횟수비율(%) | 0.193 | 0.610 | 0.138 | 0.138 | 0.696 | 0.836 | 0.858 | 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 | 0.131 | -0.203 | -0.063 | -0.177 | 0.029 | 0.000 | 0.000 |
배출요일 | 0.131 | 1.000 | -0.131 | -0.395 | -0.136 | -0.443 | 0.000 | 0.000 |
배출량(g) | -0.203 | -0.131 | 1.000 | 0.205 | 0.994 | 0.163 | 0.968 | 0.968 |
배출량비율(%) | -0.063 | -0.395 | 0.205 | 1.000 | 0.184 | 0.915 | 0.221 | 0.221 |
배출횟수 | -0.177 | -0.136 | 0.994 | 0.184 | 1.000 | 0.181 | 0.974 | 0.974 |
배출횟수비율(%) | 0.029 | -0.443 | 0.163 | 0.915 | 0.181 | 1.000 | 0.081 | 0.081 |
지자체코드 | 0.000 | 0.000 | 0.968 | 0.221 | 0.974 | 0.081 | 1.000 | 1.000 |
지자체 시군구명 | 0.000 | 0.000 | 0.968 | 0.221 | 0.974 | 0.081 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 지자체코드 | 지자체 시도명 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020 | 2 | 2 | 1 | W01 | 서울특별시 | 종로구 | 4330600 | 4.2 | 2653 | 3.89 |
1 | 2020 | 2 | 3 | 2 | W01 | 서울특별시 | 종로구 | 4117300 | 3.99 | 2611 | 3.83 |
2 | 2020 | 2 | 4 | 3 | W01 | 서울특별시 | 종로구 | 3539600 | 3.43 | 2325 | 3.41 |
3 | 2020 | 2 | 5 | 4 | W01 | 서울특별시 | 종로구 | 3103450 | 3.01 | 2119 | 3.11 |
4 | 2020 | 2 | 6 | 5 | W01 | 서울특별시 | 종로구 | 3232200 | 3.13 | 2146 | 3.15 |
5 | 2020 | 2 | 7 | 6 | W01 | 서울특별시 | 종로구 | 3396650 | 3.29 | 2358 | 3.46 |
6 | 2020 | 2 | 8 | 7 | W01 | 서울특별시 | 종로구 | 3403400 | 3.3 | 2285 | 3.35 |
7 | 2020 | 2 | 9 | 1 | W01 | 서울특별시 | 종로구 | 4064150 | 3.94 | 2543 | 3.73 |
8 | 2020 | 2 | 10 | 2 | W01 | 서울특별시 | 종로구 | 4157900 | 4.03 | 2552 | 3.74 |
9 | 2020 | 2 | 11 | 3 | W01 | 서울특별시 | 종로구 | 3490100 | 3.38 | 2370 | 3.47 |
배출년도 | 배출월 | 배출일 | 배출요일 | 지자체코드 | 지자체 시도명 | 지자체 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|---|---|---|
90 | 2020 | 2 | 5 | 4 | W04 | 서울특별시 | 성동구 | 13247400 | 2.96 | 9188 | 3.08 |
91 | 2020 | 2 | 6 | 5 | W04 | 서울특별시 | 성동구 | 14839950 | 3.32 | 10078 | 3.38 |
92 | 2020 | 2 | 7 | 6 | W04 | 서울특별시 | 성동구 | 14330100 | 3.21 | 9824 | 3.29 |
93 | 2020 | 2 | 8 | 7 | W04 | 서울특별시 | 성동구 | 14714950 | 3.29 | 9499 | 3.18 |
94 | 2020 | 2 | 9 | 1 | W04 | 서울특별시 | 성동구 | 19533000 | 4.37 | 12218 | 4.09 |
95 | 2020 | 2 | 10 | 2 | W04 | 서울특별시 | 성동구 | 16708350 | 3.74 | 10894 | 3.65 |
96 | 2020 | 2 | 11 | 3 | W04 | 서울특별시 | 성동구 | 13917300 | 3.11 | 9813 | 3.29 |
97 | 2020 | 2 | 12 | 4 | W04 | 서울특별시 | 성동구 | 12502450 | 2.8 | 8812 | 2.95 |
98 | 2020 | 2 | 13 | 5 | W04 | 서울특별시 | 성동구 | 15457500 | 3.46 | 10587 | 3.55 |
99 | 2020 | 2 | 1 | 7 | W01 | 서울특별시 | 종로구 | 3640900 | 3.53 | 2362 | 3.46 |