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
Categorical | 2 |
---|---|
Numeric | 6 |
Dataset
Description | 음식물쓰레기 배출 현황 |
---|---|
Author | 한국환경공단 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=8FUJGXN2C3TZ1Y5TVT4N28532739&infSeq=1 |
배출량(g) is highly overall correlated with 배출횟수 and 1 other fields | High correlation |
배출량비율(%) is highly overall correlated with 배출횟수비율(%) | High correlation |
배출횟수 is highly overall correlated with 배출량(g) and 1 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출량비율(%) | High correlation |
시군구명 is highly overall correlated with 배출량(g) and 1 other fields | High correlation |
Reproduction
Analysis started | 2023-12-10 21:37:30.467080 |
---|---|
Analysis finished | 2023-12-10 21:37:35.771706 |
Duration | 5.3 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2019 | |
---|---|
2020 | |
2018 |
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 | 2018 |
3rd row | 2019 |
4th row | 2019 |
5th row | 2019 |
Common Values
Value | Count | Frequency (%) |
2019 | 4014 | |
2020 | 3052 | |
2018 | 2934 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019 | 4014 | |
2020 | 3052 | |
2018 | 2934 |
배출월
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.7618 |
Minimum | 1 |
---|---|
Maximum | 12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 4 |
median | 7 |
Q3 | 9 |
95-th percentile | 12 |
Maximum | 12 |
Range | 11 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 3.1276891 |
---|---|
Coefficient of variation (CV) | 0.46255274 |
Kurtosis | -0.94149637 |
Mean | 6.7618 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.12624387 |
Sum | 67618 |
Variance | 9.782439 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 1038 | |
10 | 1024 | |
5 | 997 | |
6 | 991 | |
9 | 989 | |
7 | 989 | |
4 | 986 | |
1 | 701 | |
11 | 672 | |
3 | 666 | |
Other values (2) | 947 |
Value | Count | Frequency (%) |
1 | 701 | |
2 | 308 | 3.1% |
3 | 666 | |
4 | 986 | |
5 | 997 | |
6 | 991 | |
7 | 989 | |
8 | 1038 | |
9 | 989 | |
10 | 1024 |
Value | Count | Frequency (%) |
12 | 639 | |
11 | 672 | |
10 | 1024 | |
9 | 989 | |
8 | 1038 | |
7 | 989 | |
6 | 991 | |
5 | 997 | |
4 | 986 | |
3 | 666 |
배출일
Real number (ℝ)
Distinct | 31 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.7131 |
Minimum | 1 |
---|---|
Maximum | 31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 8 |
median | 16 |
Q3 | 23 |
95-th percentile | 30 |
Maximum | 31 |
Range | 30 |
Interquartile range (IQR) | 15 |
Descriptive statistics
Standard deviation | 8.7989392 |
---|---|
Coefficient of variation (CV) | 0.55997475 |
Kurtosis | -1.1893245 |
Mean | 15.7131 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0.024790403 |
Sum | 157131 |
Variance | 77.421331 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11 | 350 | 3.5% |
4 | 346 | 3.5% |
12 | 345 | 3.5% |
18 | 341 | 3.4% |
19 | 340 | 3.4% |
14 | 339 | 3.4% |
5 | 339 | 3.4% |
7 | 338 | 3.4% |
10 | 335 | 3.4% |
27 | 335 | 3.4% |
Other values (21) | 6592 |
Value | Count | Frequency (%) |
1 | 315 | |
2 | 311 | |
3 | 328 | |
4 | 346 | |
5 | 339 | |
6 | 332 | |
7 | 338 | |
8 | 332 | |
9 | 308 | |
10 | 335 |
Value | Count | Frequency (%) |
31 | 207 | |
30 | 325 | |
29 | 300 | |
28 | 311 | |
27 | 335 | |
26 | 302 | |
25 | 326 | |
24 | 325 | |
23 | 326 | |
22 | 320 |
시군구명
Categorical
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
양주시 | 406 |
---|---|
수원시권선구 | 396 |
고양시 | 393 |
수원시팔달구 | 390 |
수원시영통구 | 389 |
Other values (23) |
Length
Max length | 6 |
---|---|
Median length | 3 |
Mean length | 3.8057 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 고양시 |
---|---|
2nd row | 파주시 |
3rd row | 수원시권선구 |
4th row | 포천시 |
5th row | 수원시영통구 |
Common Values
Value | Count | Frequency (%) |
양주시 | 406 | 4.1% |
수원시권선구 | 396 | 4.0% |
고양시 | 393 | 3.9% |
수원시팔달구 | 390 | 3.9% |
수원시영통구 | 389 | 3.9% |
이천시 | 389 | 3.9% |
성남시중원구 | 389 | 3.9% |
동두천시 | 388 | 3.9% |
평택시 | 387 | 3.9% |
성남시분당구 | 383 | 3.8% |
Other values (18) | 6090 |
Length
Value | Count | Frequency (%) |
양주시 | 406 | 4.1% |
수원시권선구 | 396 | 4.0% |
고양시 | 393 | 3.9% |
수원시팔달구 | 390 | 3.9% |
수원시영통구 | 389 | 3.9% |
이천시 | 389 | 3.9% |
성남시중원구 | 389 | 3.9% |
동두천시 | 388 | 3.9% |
평택시 | 387 | 3.9% |
성남시분당구 | 383 | 3.8% |
Other values (18) | 6090 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9849 |
---|---|
Distinct (%) | 98.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20659902 |
Minimum | 50 |
---|---|
Maximum | 1.6930315 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 50 |
---|---|
5-th percentile | 312715 |
Q1 | 5186775 |
median | 11723050 |
Q3 | 25054111 |
95-th percentile | 89347443 |
Maximum | 1.6930315 × 108 |
Range | 1.693031 × 108 |
Interquartile range (IQR) | 19867336 |
Descriptive statistics
Standard deviation | 26611045 |
---|---|
Coefficient of variation (CV) | 1.2880529 |
Kurtosis | 6.4475582 |
Mean | 20659902 |
Median Absolute Deviation (MAD) | 9154650 |
Skewness | 2.4681596 |
Sum | 2.0659902 × 1011 |
Variance | 7.0814774 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
464100 | 4 | < 0.1% |
123650 | 3 | < 0.1% |
424950 | 3 | < 0.1% |
447650 | 3 | < 0.1% |
372800 | 3 | < 0.1% |
405300 | 3 | < 0.1% |
484250 | 3 | < 0.1% |
455950 | 3 | < 0.1% |
6968600 | 3 | < 0.1% |
5605350 | 2 | < 0.1% |
Other values (9839) | 9970 |
Value | Count | Frequency (%) |
50 | 1 | |
200 | 1 | |
14950 | 1 | |
18150 | 1 | |
19650 | 1 | |
38450 | 1 | |
45700 | 1 | |
47350 | 1 | |
56050 | 1 | |
60450 | 1 |
Value | Count | Frequency (%) |
169303149 | 1 | |
167002450 | 1 | |
166952750 | 1 | |
166824898 | 1 | |
163024850 | 1 | |
161344750 | 1 | |
160920750 | 1 | |
160699300 | 1 | |
159563350 | 1 | |
159546699 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 512 |
---|---|
Distinct (%) | 5.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.283342 |
Minimum | 0 |
---|---|
Maximum | 29.21 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.5 |
Q1 | 2.93 |
median | 3.18 |
Q3 | 3.52 |
95-th percentile | 4.37 |
Maximum | 29.21 |
Range | 29.21 |
Interquartile range (IQR) | 0.59 |
Descriptive statistics
Standard deviation | 0.80126214 |
---|---|
Coefficient of variation (CV) | 0.24403859 |
Kurtosis | 224.5356 |
Mean | 3.283342 |
Median Absolute Deviation (MAD) | 0.285 |
Skewness | 9.0566511 |
Sum | 32833.42 |
Variance | 0.64202101 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.0 | 125 | 1.2% |
2.98 | 125 | 1.2% |
2.96 | 113 | 1.1% |
3.09 | 113 | 1.1% |
3.01 | 111 | 1.1% |
3.14 | 109 | 1.1% |
2.99 | 108 | 1.1% |
3.02 | 107 | 1.1% |
3.06 | 104 | 1.0% |
3.27 | 104 | 1.0% |
Other values (502) | 8881 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.01 | 1 | |
0.06 | 1 | |
0.12 | 2 | |
0.14 | 1 | |
0.27 | 1 | |
0.28 | 1 | |
0.29 | 1 | |
0.34 | 1 | |
0.35 | 2 |
Value | Count | Frequency (%) |
29.21 | 1 | |
25.43 | 1 | |
19.52 | 1 | |
18.97 | 1 | |
17.85 | 1 | |
16.79 | 1 | |
12.67 | 1 | |
12.55 | 1 | |
10.94 | 1 | |
10.72 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7257 |
---|---|
Distinct (%) | 72.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11209.575 |
Minimum | 1 |
---|---|
Maximum | 98530 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 158.95 |
Q1 | 2642.25 |
median | 5742.5 |
Q3 | 13484 |
95-th percentile | 47922.05 |
Maximum | 98530 |
Range | 98529 |
Interquartile range (IQR) | 10841.75 |
Descriptive statistics
Standard deviation | 15266.995 |
---|---|
Coefficient of variation (CV) | 1.3619601 |
Kurtosis | 7.0509184 |
Mean | 11209.575 |
Median Absolute Deviation (MAD) | 4792 |
Skewness | 2.5676874 |
Sum | 1.1209575 × 108 |
Variance | 2.3308113 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
56 | 12 | 0.1% |
265 | 12 | 0.1% |
59 | 11 | 0.1% |
261 | 11 | 0.1% |
365 | 11 | 0.1% |
258 | 11 | 0.1% |
281 | 11 | 0.1% |
53 | 10 | 0.1% |
82 | 10 | 0.1% |
61 | 10 | 0.1% |
Other values (7247) | 9891 |
Value | Count | Frequency (%) |
1 | 2 | |
8 | 1 | |
9 | 1 | |
17 | 1 | |
21 | 1 | |
24 | 2 | |
31 | 2 | |
32 | 2 | |
35 | 1 | |
36 | 1 |
Value | Count | Frequency (%) |
98530 | 1 | |
94471 | 1 | |
94029 | 1 | |
93841 | 1 | |
93605 | 1 | |
93094 | 1 | |
92823 | 1 | |
92702 | 1 | |
91627 | 1 | |
90986 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 346 |
---|---|
Distinct (%) | 3.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.289214 |
Minimum | 0.05 |
---|---|
Maximum | 31.39 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0.05 |
---|---|
5-th percentile | 2.73 |
Q1 | 3.0475 |
median | 3.225 |
Q3 | 3.46 |
95-th percentile | 4.02 |
Maximum | 31.39 |
Range | 31.34 |
Interquartile range (IQR) | 0.4125 |
Descriptive statistics
Standard deviation | 0.64065537 |
---|---|
Coefficient of variation (CV) | 0.19477461 |
Kurtosis | 587.10281 |
Mean | 3.289214 |
Median Absolute Deviation (MAD) | 0.205 |
Skewness | 17.424078 |
Sum | 32892.14 |
Variance | 0.41043931 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.17 | 156 | 1.6% |
3.18 | 156 | 1.6% |
3.15 | 155 | 1.6% |
3.16 | 149 | 1.5% |
3.1 | 147 | 1.5% |
3.19 | 145 | 1.5% |
3.11 | 145 | 1.5% |
3.08 | 144 | 1.4% |
3.23 | 142 | 1.4% |
3.13 | 142 | 1.4% |
Other values (336) | 8519 |
Value | Count | Frequency (%) |
0.05 | 2 | |
0.44 | 1 | |
0.71 | 1 | |
0.76 | 1 | |
0.83 | 2 | |
1.0 | 1 | |
1.48 | 1 | |
1.5 | 1 | |
1.52 | 1 | |
1.53 | 1 |
Value | Count | Frequency (%) |
31.39 | 1 | |
24.09 | 1 | |
17.59 | 1 | |
17.1 | 1 | |
16.93 | 1 | |
16.26 | 1 | |
14.92 | 1 | |
13.76 | 1 | |
11.28 | 1 | |
10.13 | 1 |
배출년도 | 배출월 | 배출일 | 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
배출년도 | 1.000 | 0.414 | 0.000 | 0.274 | 0.095 | 0.084 | 0.112 | 0.055 |
배출월 | 0.414 | 1.000 | 0.000 | 0.000 | 0.106 | 0.076 | 0.168 | 0.100 |
배출일 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.049 | 0.000 | 0.059 |
시군구명 | 0.274 | 0.000 | 0.000 | 1.000 | 0.875 | 0.282 | 0.883 | 0.159 |
배출량(g) | 0.095 | 0.106 | 0.000 | 0.875 | 1.000 | 0.137 | 0.957 | 0.118 |
배출량비율(%) | 0.084 | 0.076 | 0.049 | 0.282 | 0.137 | 1.000 | 0.080 | 0.949 |
배출횟수 | 0.112 | 0.168 | 0.000 | 0.883 | 0.957 | 0.080 | 1.000 | 0.045 |
배출횟수비율(%) | 0.055 | 0.100 | 0.059 | 0.159 | 0.118 | 0.949 | 0.045 | 1.000 |
배출년도 | 시군구명 | |
---|---|---|
배출년도 | 1.000 | 0.144 |
시군구명 | 0.144 | 1.000 |
배출월 | 배출일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | 배출년도 | 시군구명 | |
---|---|---|---|---|---|---|---|---|
배출월 | 1.000 | 0.005 | 0.031 | -0.011 | 0.051 | -0.017 | 0.274 | 0.000 |
배출일 | 0.005 | 1.000 | -0.004 | 0.014 | -0.005 | 0.035 | 0.000 | 0.000 |
배출량(g) | 0.031 | -0.004 | 1.000 | 0.148 | 0.950 | 0.098 | 0.056 | 0.555 |
배출량비율(%) | -0.011 | 0.014 | 0.148 | 1.000 | 0.085 | 0.813 | 0.036 | 0.109 |
배출횟수 | 0.051 | -0.005 | 0.950 | 0.085 | 1.000 | 0.078 | 0.066 | 0.569 |
배출횟수비율(%) | -0.017 | 0.035 | 0.098 | 0.813 | 0.078 | 1.000 | 0.034 | 0.062 |
배출년도 | 0.274 | 0.000 | 0.056 | 0.036 | 0.066 | 0.034 | 1.000 | 0.144 |
시군구명 | 0.000 | 0.000 | 0.555 | 0.109 | 0.569 | 0.062 | 0.144 | 1.000 |
배출년도 | 배출월 | 배출일 | 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
6856 | 2020 | 1 | 22 | 고양시 | 635100 | 4.26 | 446 | 4.1 |
20578 | 2018 | 8 | 29 | 파주시 | 22902550 | 2.62 | 15385 | 2.79 |
10820 | 2019 | 8 | 28 | 수원시권선구 | 36740900 | 2.89 | 25802 | 3.16 |
16663 | 2019 | 1 | 24 | 포천시 | 5939000 | 3.0 | 3105 | 3.09 |
14543 | 2019 | 4 | 12 | 수원시영통구 | 36541500 | 2.85 | 22904 | 3.03 |
11449 | 2019 | 8 | 5 | 의정부시 | 8489300 | 3.79 | 5013 | 3.55 |
24064 | 2018 | 4 | 17 | 화성시 | 71116260 | 3.11 | 36361 | 3.18 |
7520 | 2019 | 12 | 29 | 여주시 | 5236900 | 3.87 | 2199 | 3.71 |
7537 | 2019 | 12 | 28 | 부천시 | 16472300 | 3.18 | 8922 | 3.15 |
6046 | 2020 | 3 | 22 | 화성시 | 127847374 | 4.51 | 62758 | 4.34 |
배출년도 | 배출월 | 배출일 | 시군구명 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
16364 | 2019 | 2 | 4 | 파주시 | 41315150 | 5.54 | 18766 | 5.06 |
7986 | 2019 | 12 | 11 | 부천시 | 15674200 | 3.02 | 8816 | 3.11 |
248 | 2020 | 10 | 22 | 동두천시 | 6322400 | 2.88 | 4056 | 2.98 |
18391 | 2018 | 11 | 19 | 구리시 | 49285150 | 5.73 | 7704 | 3.73 |
15032 | 2019 | 3 | 25 | 수원시권선구 | 36911200 | 3.43 | 20635 | 3.42 |
19451 | 2018 | 10 | 11 | 양주시 | 14911150 | 2.98 | 9330 | 3.09 |
10526 | 2019 | 9 | 8 | 양주시 | 28384150 | 4.7 | 16528 | 4.35 |
15860 | 2019 | 2 | 22 | 군포시 | 4807950 | 2.98 | 2734 | 3.1 |
22353 | 2018 | 6 | 21 | 군포시 | 5925200 | 3.04 | 4049 | 3.26 |
18424 | 2018 | 11 | 18 | 성남시분당구 | 596400 | 3.94 | 320 | 3.36 |