Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 28 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.1 KiB |
Average record size in memory | 76.7 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 6 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 환경부산하기관 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=e881c540-38bb-11ea-be28-4fa0eb812a46 |
배출년도 has constant value "" | Constant |
배출월 has constant value "" | Constant |
배출량(g) is highly overall correlated with 배출량비율(%) and 2 other fields | High correlation |
배출량비율(%) is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
배출횟수 is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출량(g) and 2 other fields | High correlation |
배출일 has unique values | Unique |
배출량(g) has unique values | Unique |
배출횟수 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:28:04.905568 |
---|---|
Analysis finished | 2023-12-10 12:28:12.391909 |
Duration | 7.49 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 356.0 B |
2021 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021 |
---|---|
2nd row | 2021 |
3rd row | 2021 |
4th row | 2021 |
5th row | 2021 |
Common Values
Value | Count | Frequency (%) |
2021 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 28 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 356.0 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 | 28 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 28 |
배출일
Real number (ℝ)
UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.5 |
Minimum | 1 |
---|---|
Maximum | 28 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.35 |
Q1 | 7.75 |
median | 14.5 |
Q3 | 21.25 |
95-th percentile | 26.65 |
Maximum | 28 |
Range | 27 |
Interquartile range (IQR) | 13.5 |
Descriptive statistics
Standard deviation | 8.2259751 |
---|---|
Coefficient of variation (CV) | 0.56730863 |
Kurtosis | -1.2 |
Mean | 14.5 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0 |
Sum | 406 |
Variance | 67.666667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 3.6% |
16 | 1 | 3.6% |
28 | 1 | 3.6% |
27 | 1 | 3.6% |
26 | 1 | 3.6% |
25 | 1 | 3.6% |
24 | 1 | 3.6% |
23 | 1 | 3.6% |
22 | 1 | 3.6% |
21 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
28 | 1 | |
27 | 1 | |
26 | 1 | |
25 | 1 | |
24 | 1 | |
23 | 1 | |
22 | 1 | |
21 | 1 | |
20 | 1 | |
19 | 1 |
배출요일
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4 |
Minimum | 1 |
---|---|
Maximum | 7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
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 | 2.0367003 |
---|---|
Coefficient of variation (CV) | 0.50917508 |
Kurtosis | -1.2565385 |
Mean | 4 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0 |
Sum | 112 |
Variance | 4.1481481 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
1 | 4 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 4 |
Value | Count | Frequency (%) |
7 | 4 | |
6 | 4 | |
5 | 4 | |
4 | 4 | |
3 | 4 | |
2 | 4 | |
1 | 4 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4221452 × 109 |
Minimum | 2.0100011 × 109 |
---|---|
Maximum | 3.4739681 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 2.0100011 × 109 |
---|---|
5-th percentile | 2.0753277 × 109 |
Q1 | 2.1804074 × 109 |
median | 2.3182194 × 109 |
Q3 | 2.6216099 × 109 |
95-th percentile | 2.9030188 × 109 |
Maximum | 3.4739681 × 109 |
Range | 1.463967 × 109 |
Interquartile range (IQR) | 4.4120246 × 108 |
Descriptive statistics
Standard deviation | 3.4059693 × 108 |
---|---|
Coefficient of variation (CV) | 0.14061788 |
Kurtosis | 1.7780069 |
Mean | 2.4221452 × 109 |
Median Absolute Deviation (MAD) | 1.8894853 × 108 |
Skewness | 1.2828349 |
Sum | 6.7820066 × 1010 |
Variance | 1.1600627 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2349358240 | 1 | 3.6% |
2150514040 | 1 | 3.6% |
2380433462 | 1 | 3.6% |
2068436439 | 1 | 3.6% |
2203855817 | 1 | 3.6% |
2106573984 | 1 | 3.6% |
2242596702 | 1 | 3.6% |
2123612498 | 1 | 3.6% |
2646205362 | 1 | 3.6% |
2890849380 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
2010001127 | 1 | |
2068436439 | 1 | |
2088125669 | 1 | |
2106573984 | 1 | |
2123612498 | 1 | |
2150514040 | 1 | |
2173987406 | 1 | |
2182547418 | 1 | |
2199017567 | 1 | |
2201153184 | 1 |
Value | Count | Frequency (%) |
3473968123 | 1 | |
2909571496 | 1 | |
2890849380 | 1 | |
2858009083 | 1 | |
2776372269 | 1 | |
2769285455 | 1 | |
2646205362 | 1 | |
2613411375 | 1 | |
2572891120 | 1 | |
2501509553 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 96.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5707143 |
Minimum | 2.96 |
---|---|
Maximum | 5.12 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 2.96 |
---|---|
5-th percentile | 3.0605 |
Q1 | 3.2175 |
median | 3.415 |
Q3 | 3.8625 |
95-th percentile | 4.2795 |
Maximum | 5.12 |
Range | 2.16 |
Interquartile range (IQR) | 0.645 |
Descriptive statistics
Standard deviation | 0.50100587 |
---|---|
Coefficient of variation (CV) | 0.1403097 |
Kurtosis | 1.8015558 |
Mean | 3.5707143 |
Median Absolute Deviation (MAD) | 0.28 |
Skewness | 1.2867203 |
Sum | 99.98 |
Variance | 0.25100688 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.25 | 2 | 7.1% |
3.46 | 1 | 3.6% |
3.17 | 1 | 3.6% |
3.51 | 1 | 3.6% |
3.05 | 1 | 3.6% |
3.11 | 1 | 3.6% |
3.31 | 1 | 3.6% |
3.13 | 1 | 3.6% |
3.9 | 1 | 3.6% |
4.26 | 1 | 3.6% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
2.96 | 1 | |
3.05 | 1 | |
3.08 | 1 | |
3.11 | 1 | |
3.13 | 1 | |
3.17 | 1 | |
3.21 | 1 | |
3.22 | 1 | |
3.24 | 1 | |
3.25 | 2 |
Value | Count | Frequency (%) |
5.12 | 1 | |
4.29 | 1 | |
4.26 | 1 | |
4.21 | 1 | |
4.09 | 1 | |
4.08 | 1 | |
3.9 | 1 | |
3.85 | 1 | |
3.79 | 1 | |
3.69 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 28 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1298992.7 |
Minimum | 1107125 |
---|---|
Maximum | 1802650 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 1107125 |
---|---|
5-th percentile | 1128200.8 |
Q1 | 1198850.5 |
median | 1258991 |
Q3 | 1333953.5 |
95-th percentile | 1569159.2 |
Maximum | 1802650 |
Range | 695525 |
Interquartile range (IQR) | 135103 |
Descriptive statistics
Standard deviation | 159747.51 |
---|---|
Coefficient of variation (CV) | 0.12297799 |
Kurtosis | 2.5939416 |
Mean | 1298992.7 |
Median Absolute Deviation (MAD) | 72967 |
Skewness | 1.5589913 |
Sum | 36371795 |
Variance | 2.5519268 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1178557 | 1 | 3.6% |
1127141 | 1 | 3.6% |
1337339 | 1 | 3.6% |
1130169 | 1 | 3.6% |
1234507 | 1 | 3.6% |
1202837 | 1 | 3.6% |
1267816 | 1 | 3.6% |
1148896 | 1 | 3.6% |
1357269 | 1 | 3.6% |
1574062 | 1 | 3.6% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
1107125 | 1 | |
1127141 | 1 | |
1130169 | 1 | |
1148896 | 1 | |
1178557 | 1 | |
1184945 | 1 | |
1186891 | 1 | |
1202837 | 1 | |
1215482 | 1 | |
1223150 | 1 |
Value | Count | Frequency (%) |
1802650 | 1 | |
1574062 | 1 | |
1560054 | 1 | |
1554352 | 1 | |
1454275 | 1 | |
1357269 | 1 | |
1337339 | 1 | |
1332825 | 1 | |
1326891 | 1 | |
1302502 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 89.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5714286 |
Minimum | 3.04 |
---|---|
Maximum | 4.96 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 384.0 B |
Quantile statistics
Minimum | 3.04 |
---|---|
5-th percentile | 3.1035 |
Q1 | 3.2975 |
median | 3.465 |
Q3 | 3.665 |
95-th percentile | 4.316 |
Maximum | 4.96 |
Range | 1.92 |
Interquartile range (IQR) | 0.3675 |
Descriptive statistics
Standard deviation | 0.43973657 |
---|---|
Coefficient of variation (CV) | 0.12312624 |
Kurtosis | 2.6176647 |
Mean | 3.5714286 |
Median Absolute Deviation (MAD) | 0.2 |
Skewness | 1.5637296 |
Sum | 100 |
Variance | 0.19336825 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.41 | 2 | 7.1% |
3.49 | 2 | 7.1% |
3.26 | 2 | 7.1% |
3.24 | 1 | 3.6% |
3.04 | 1 | 3.6% |
3.68 | 1 | 3.6% |
3.11 | 1 | 3.6% |
3.39 | 1 | 3.6% |
3.31 | 1 | 3.6% |
3.16 | 1 | 3.6% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
3.04 | 1 | |
3.1 | 1 | |
3.11 | 1 | |
3.16 | 1 | |
3.24 | 1 | |
3.26 | 2 | |
3.31 | 1 | |
3.34 | 1 | |
3.36 | 1 | |
3.39 | 1 |
Value | Count | Frequency (%) |
4.96 | 1 | |
4.33 | 1 | |
4.29 | 1 | |
4.27 | 1 | |
4.0 | 1 | |
3.73 | 1 | |
3.68 | 1 | |
3.66 | 1 | |
3.65 | 1 | |
3.58 | 1 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.000 | 0.533 | 0.569 | 0.000 | 0.286 |
배출요일 | 0.000 | 1.000 | 0.533 | 0.501 | 0.814 | 0.793 |
배출량(g) | 0.533 | 0.533 | 1.000 | 1.000 | 0.803 | 0.803 |
배출량비율(%) | 0.569 | 0.501 | 1.000 | 1.000 | 0.803 | 0.814 |
배출횟수 | 0.000 | 0.814 | 0.803 | 0.803 | 1.000 | 1.000 |
배출횟수비율(%) | 0.286 | 0.793 | 0.803 | 0.814 | 1.000 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.062 | -0.129 | -0.135 | -0.018 | -0.016 |
배출요일 | 0.062 | 1.000 | -0.365 | -0.367 | -0.351 | -0.353 |
배출량(g) | -0.129 | -0.365 | 1.000 | 1.000 | 0.935 | 0.931 |
배출량비율(%) | -0.135 | -0.367 | 1.000 | 1.000 | 0.936 | 0.932 |
배출횟수 | -0.018 | -0.351 | 0.935 | 0.936 | 1.000 | 1.000 |
배출횟수비율(%) | -0.016 | -0.353 | 0.931 | 0.932 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 2 | 1 | 2 | 2349358240 | 3.46 | 1178557 | 3.24 |
1 | 2021 | 2 | 2 | 3 | 2173987406 | 3.21 | 1186891 | 3.26 |
2 | 2021 | 2 | 3 | 4 | 2201153184 | 3.25 | 1250166 | 3.44 |
3 | 2021 | 2 | 4 | 5 | 2088125669 | 3.08 | 1184945 | 3.26 |
4 | 2021 | 2 | 5 | 6 | 2182547418 | 3.22 | 1215482 | 3.34 |
5 | 2021 | 2 | 6 | 7 | 2362060186 | 3.48 | 1277364 | 3.51 |
6 | 2021 | 2 | 7 | 1 | 2858009083 | 4.21 | 1554352 | 4.27 |
7 | 2021 | 2 | 8 | 2 | 2572891120 | 3.79 | 1302502 | 3.58 |
8 | 2021 | 2 | 9 | 3 | 2501509553 | 3.69 | 1326891 | 3.65 |
9 | 2021 | 2 | 10 | 4 | 2909571496 | 4.29 | 1560054 | 4.29 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
18 | 2021 | 2 | 19 | 6 | 2287080511 | 3.37 | 1240690 | 3.41 |
19 | 2021 | 2 | 20 | 7 | 2401194199 | 3.54 | 1285501 | 3.53 |
20 | 2021 | 2 | 21 | 1 | 2890849380 | 4.26 | 1574062 | 4.33 |
21 | 2021 | 2 | 22 | 2 | 2646205362 | 3.9 | 1357269 | 3.73 |
22 | 2021 | 2 | 23 | 3 | 2123612498 | 3.13 | 1148896 | 3.16 |
23 | 2021 | 2 | 24 | 4 | 2242596702 | 3.31 | 1267816 | 3.49 |
24 | 2021 | 2 | 25 | 5 | 2106573984 | 3.11 | 1202837 | 3.31 |
25 | 2021 | 2 | 26 | 6 | 2203855817 | 3.25 | 1234507 | 3.39 |
26 | 2021 | 2 | 27 | 7 | 2068436439 | 3.05 | 1130169 | 3.11 |
27 | 2021 | 2 | 28 | 1 | 2380433462 | 3.51 | 1337339 | 3.68 |