Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 129 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 9.1 KiB |
Average record size in memory | 72.0 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 6 |
Dataset
Description | 전북특별자치도 지역별 대기질 현황"미세먼지PM-10(㎍/㎥)" "오존O₃(ppm)" "이산화질소NO₂(ppm)" "일산화탄소CO(ppm)" "아황산가스SO₂(ppm)" "초미세먼지PM-2.5(㎍/㎥)" |
---|---|
Author | 전북특별자치도 |
URL | https://www.data.go.kr/data/15116193/fileData.do |
미세먼지 is highly overall correlated with 이산화질소 and 2 other fields | High correlation |
이산화질소 is highly overall correlated with 미세먼지 and 3 other fields | High correlation |
일산화탄소 is highly overall correlated with 미세먼지 and 2 other fields | High correlation |
초미세먼지 is highly overall correlated with 미세먼지 and 2 other fields | High correlation |
측정소 is highly overall correlated with 이산화질소 | High correlation |
미세먼지 has 16 (12.4%) zeros | Zeros |
오존 has 18 (14.0%) zeros | Zeros |
이산화질소 has 15 (11.6%) zeros | Zeros |
일산화탄소 has 15 (11.6%) zeros | Zeros |
아황산가스 has 15 (11.6%) zeros | Zeros |
초미세먼지 has 16 (12.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-14 13:57:05.167108 |
---|---|
Analysis finished | 2024-03-14 13:57:14.735054 |
Duration | 9.57 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 2.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
2022 | |
---|---|
2021 | |
2020 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022 |
---|---|
2nd row | 2022 |
3rd row | 2022 |
4th row | 2022 |
5th row | 2022 |
Common Values
Value | Count | Frequency (%) |
2022 | 43 | |
2021 | 43 | |
2020 | 43 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022 | 43 | |
2021 | 43 | |
2020 | 43 |
측정소
Categorical
HIGH CORRELATION
 
Distinct | 43 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
전주시 노송동 | 3 |
---|---|
군산시 소룡동 | 3 |
전주시 송천동 | 3 |
전주시 여의동 | 3 |
전주시 팔복동 | 3 |
Other values (38) |
Length
Max length | 8 |
---|---|
Median length | 7 |
Mean length | 7.0232558 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전주시 노송동 |
---|---|
2nd row | 전주시 삼천동 |
3rd row | 전주시 송천동 |
4th row | 전주시 여의동 |
5th row | 전주시 팔복동 |
Common Values
Value | Count | Frequency (%) |
전주시 노송동 | 3 | 2.3% |
군산시 소룡동 | 3 | 2.3% |
전주시 송천동 | 3 | 2.3% |
전주시 여의동 | 3 | 2.3% |
전주시 팔복동 | 3 | 2.3% |
전주시 혁신동 | 3 | 2.3% |
전주시 효자동 | 3 | 2.3% |
전주시 서신동 | 3 | 2.3% |
군산시 비응도 | 3 | 2.3% |
군산시 사정동 | 3 | 2.3% |
Other values (33) | 99 |
Length
Value | Count | Frequency (%) |
익산시 | 27 | 10.5% |
전주시 | 24 | 9.3% |
군산시 | 18 | 7.0% |
완주군 | 9 | 3.5% |
정읍시 | 9 | 3.5% |
부안군 | 6 | 2.3% |
남원시 | 6 | 2.3% |
고창군 | 6 | 2.3% |
김제시 | 6 | 2.3% |
임실군 | 6 | 2.3% |
Other values (47) | 141 |
미세먼지
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 18.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.333333 |
Minimum | 0 |
---|---|
Maximum | 99 |
Zeros | 16 |
Zeros (%) | 12.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 29 |
median | 33 |
Q3 | 36 |
95-th percentile | 43 |
Maximum | 99 |
Range | 99 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 13.529674 |
---|---|
Coefficient of variation (CV) | 0.44603321 |
Kurtosis | 5.7798639 |
Mean | 30.333333 |
Median Absolute Deviation (MAD) | 4 |
Skewness | -0.27516175 |
Sum | 3913 |
Variance | 183.05208 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 16 | |
32 | 13 | 10.1% |
34 | 13 | 10.1% |
35 | 11 | 8.5% |
29 | 8 | 6.2% |
36 | 8 | 6.2% |
38 | 7 | 5.4% |
33 | 7 | 5.4% |
37 | 6 | 4.7% |
43 | 5 | 3.9% |
Other values (14) | 35 |
Value | Count | Frequency (%) |
0 | 16 | |
24 | 1 | 0.8% |
25 | 1 | 0.8% |
26 | 4 | 3.1% |
27 | 3 | 2.3% |
28 | 4 | 3.1% |
29 | 8 | |
30 | 4 | 3.1% |
31 | 5 | 3.9% |
32 | 13 |
Value | Count | Frequency (%) |
99 | 1 | 0.8% |
49 | 1 | 0.8% |
44 | 1 | 0.8% |
43 | 5 | |
42 | 2 | 1.6% |
41 | 2 | 1.6% |
40 | 3 | |
39 | 3 | |
38 | 7 | |
37 | 6 |
오존
Real number (ℝ)
ZEROS
 
Distinct | 83 |
---|---|
Distinct (%) | 64.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.028317054 |
Minimum | 0 |
---|---|
Maximum | 0.0415 |
Zeros | 18 |
Zeros (%) | 14.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.0296 |
median | 0.0323 |
Q3 | 0.0346 |
95-th percentile | 0.03838 |
Maximum | 0.0415 |
Range | 0.0415 |
Interquartile range (IQR) | 0.005 |
Descriptive statistics
Standard deviation | 0.011897361 |
---|---|
Coefficient of variation (CV) | 0.42014827 |
Kurtosis | 1.7607633 |
Mean | 0.028317054 |
Median Absolute Deviation (MAD) | 0.0025 |
Skewness | -1.7953567 |
Sum | 3.6529 |
Variance | 0.00014154721 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 18 | 14.0% |
0.031 | 5 | 3.9% |
0.0333 | 4 | 3.1% |
0.0332 | 3 | 2.3% |
0.0317 | 3 | 2.3% |
0.0336 | 3 | 2.3% |
0.0347 | 3 | 2.3% |
0.033 | 2 | 1.6% |
0.0307 | 2 | 1.6% |
0.0322 | 2 | 1.6% |
Other values (73) | 84 |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.0216 | 1 | 0.8% |
0.0232 | 1 | 0.8% |
0.0237 | 1 | 0.8% |
0.0253 | 1 | 0.8% |
0.0274 | 1 | 0.8% |
0.0277 | 1 | 0.8% |
0.0279 | 1 | 0.8% |
0.028 | 1 | 0.8% |
0.0285 | 1 | 0.8% |
Value | Count | Frequency (%) |
0.0415 | 1 | |
0.0397 | 1 | |
0.0394 | 1 | |
0.0392 | 1 | |
0.0391 | 1 | |
0.0389 | 1 | |
0.0387 | 1 | |
0.0379 | 1 | |
0.0378 | 2 | |
0.0375 | 1 |
이산화질소
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 71 |
---|---|
Distinct (%) | 55.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0094108527 |
Minimum | 0 |
---|---|
Maximum | 0.0194 |
Zeros | 15 |
Zeros (%) | 11.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.0077 |
median | 0.0095 |
Q3 | 0.0124 |
95-th percentile | 0.01526 |
Maximum | 0.0194 |
Range | 0.0194 |
Interquartile range (IQR) | 0.0047 |
Descriptive statistics
Standard deviation | 0.0044403554 |
---|---|
Coefficient of variation (CV) | 0.47183348 |
Kurtosis | 0.3659048 |
Mean | 0.0094108527 |
Median Absolute Deviation (MAD) | 0.0026 |
Skewness | -0.62371712 |
Sum | 1.214 |
Variance | 1.9716756 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 15 | 11.6% |
0.0077 | 4 | 3.1% |
0.0085 | 4 | 3.1% |
0.0092 | 4 | 3.1% |
0.0109 | 3 | 2.3% |
0.0129 | 3 | 2.3% |
0.011 | 3 | 2.3% |
0.009 | 3 | 2.3% |
0.0089 | 3 | 2.3% |
0.0093 | 3 | 2.3% |
Other values (61) | 84 |
Value | Count | Frequency (%) |
0.0 | 15 | |
0.0051 | 1 | 0.8% |
0.0054 | 2 | 1.6% |
0.0057 | 1 | 0.8% |
0.0059 | 1 | 0.8% |
0.0062 | 2 | 1.6% |
0.0063 | 1 | 0.8% |
0.0066 | 1 | 0.8% |
0.0068 | 2 | 1.6% |
0.0069 | 1 | 0.8% |
Value | Count | Frequency (%) |
0.0194 | 1 | |
0.0187 | 1 | |
0.0179 | 1 | |
0.0173 | 1 | |
0.017 | 1 | |
0.0165 | 1 | |
0.0153 | 1 | |
0.0152 | 2 | |
0.0151 | 1 | |
0.015 | 1 |
일산화탄소
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 18.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.30868217 |
Minimum | 0 |
---|---|
Maximum | 0.45 |
Zeros | 15 |
Zeros (%) | 11.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.3 |
median | 0.35 |
Q3 | 0.38 |
95-th percentile | 0.42 |
Maximum | 0.45 |
Range | 0.45 |
Interquartile range (IQR) | 0.08 |
Descriptive statistics
Standard deviation | 0.12199116 |
---|---|
Coefficient of variation (CV) | 0.3951999 |
Kurtosis | 2.1154155 |
Mean | 0.30868217 |
Median Absolute Deviation (MAD) | 0.04 |
Skewness | -1.7780759 |
Sum | 39.82 |
Variance | 0.014881844 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 15 | |
0.37 | 13 | 10.1% |
0.36 | 12 | 9.3% |
0.39 | 11 | 8.5% |
0.35 | 8 | 6.2% |
0.31 | 8 | 6.2% |
0.32 | 7 | 5.4% |
0.41 | 7 | 5.4% |
0.3 | 6 | 4.7% |
0.29 | 5 | 3.9% |
Other values (14) | 37 |
Value | Count | Frequency (%) |
0.0 | 15 | |
0.18 | 1 | 0.8% |
0.23 | 1 | 0.8% |
0.24 | 1 | 0.8% |
0.25 | 4 | 3.1% |
0.27 | 1 | 0.8% |
0.28 | 3 | 2.3% |
0.29 | 5 | 3.9% |
0.3 | 6 | 4.7% |
0.31 | 8 |
Value | Count | Frequency (%) |
0.45 | 1 | 0.8% |
0.44 | 1 | 0.8% |
0.43 | 2 | 1.6% |
0.42 | 4 | 3.1% |
0.41 | 7 | |
0.4 | 5 | 3.9% |
0.39 | 11 | |
0.38 | 5 | 3.9% |
0.37 | 13 | |
0.36 | 12 |
아황산가스
Real number (ℝ)
ZEROS
 
Distinct | 28 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0023023256 |
Minimum | 0 |
---|---|
Maximum | 0.0048 |
Zeros | 15 |
Zeros (%) | 11.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.002 |
median | 0.0023 |
Q3 | 0.003 |
95-th percentile | 0.0037 |
Maximum | 0.0048 |
Range | 0.0048 |
Interquartile range (IQR) | 0.001 |
Descriptive statistics
Standard deviation | 0.0010376856 |
---|---|
Coefficient of variation (CV) | 0.45071193 |
Kurtosis | 0.84884509 |
Mean | 0.0023023256 |
Median Absolute Deviation (MAD) | 0.0004 |
Skewness | -0.76955919 |
Sum | 0.297 |
Variance | 1.0767914 × 10-6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 15 | 11.6% |
0.0019 | 11 | 8.5% |
0.002 | 11 | 8.5% |
0.0022 | 9 | 7.0% |
0.0021 | 8 | 6.2% |
0.003 | 7 | 5.4% |
0.0023 | 7 | 5.4% |
0.0025 | 6 | 4.7% |
0.0029 | 6 | 4.7% |
0.0034 | 6 | 4.7% |
Other values (18) | 43 |
Value | Count | Frequency (%) |
0.0 | 15 | |
0.0015 | 1 | 0.8% |
0.0017 | 1 | 0.8% |
0.0018 | 3 | 2.3% |
0.0019 | 11 | |
0.002 | 11 | |
0.0021 | 8 | |
0.0022 | 9 | |
0.0023 | 7 | |
0.0024 | 5 | 3.9% |
Value | Count | Frequency (%) |
0.0048 | 1 | 0.8% |
0.0045 | 1 | 0.8% |
0.0044 | 1 | 0.8% |
0.0041 | 1 | 0.8% |
0.0039 | 1 | 0.8% |
0.0038 | 1 | 0.8% |
0.0037 | 2 | 1.6% |
0.0035 | 1 | 0.8% |
0.0034 | 6 | |
0.0033 | 3 |
초미세먼지
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 18.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.333333 |
Minimum | 0 |
---|---|
Maximum | 99 |
Zeros | 16 |
Zeros (%) | 12.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 29 |
median | 33 |
Q3 | 36 |
95-th percentile | 43 |
Maximum | 99 |
Range | 99 |
Interquartile range (IQR) | 7 |
Descriptive statistics
Standard deviation | 13.529674 |
---|---|
Coefficient of variation (CV) | 0.44603321 |
Kurtosis | 5.7798639 |
Mean | 30.333333 |
Median Absolute Deviation (MAD) | 4 |
Skewness | -0.27516175 |
Sum | 3913 |
Variance | 183.05208 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 16 | |
32 | 13 | 10.1% |
34 | 13 | 10.1% |
35 | 11 | 8.5% |
29 | 8 | 6.2% |
36 | 8 | 6.2% |
38 | 7 | 5.4% |
33 | 7 | 5.4% |
37 | 6 | 4.7% |
43 | 5 | 3.9% |
Other values (14) | 35 |
Value | Count | Frequency (%) |
0 | 16 | |
24 | 1 | 0.8% |
25 | 1 | 0.8% |
26 | 4 | 3.1% |
27 | 3 | 2.3% |
28 | 4 | 3.1% |
29 | 8 | |
30 | 4 | 3.1% |
31 | 5 | 3.9% |
32 | 13 |
Value | Count | Frequency (%) |
99 | 1 | 0.8% |
49 | 1 | 0.8% |
44 | 1 | 0.8% |
43 | 5 | |
42 | 2 | 1.6% |
41 | 2 | 1.6% |
40 | 3 | |
39 | 3 | |
38 | 7 | |
37 | 6 |
연도 | 측정소 | 미세먼지 | 오존 | 이산화질소 | 일산화탄소 | 아황산가스 | 초미세먼지 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.455 | 0.457 | 0.127 | 0.266 | 0.234 | 0.455 |
측정소 | 0.000 | 1.000 | 0.583 | 0.823 | 0.910 | 0.677 | 0.812 | 0.583 |
미세먼지 | 0.455 | 0.583 | 1.000 | 0.589 | 0.729 | 0.667 | 0.646 | 1.000 |
오존 | 0.457 | 0.823 | 0.589 | 1.000 | 0.706 | 0.592 | 0.602 | 0.589 |
이산화질소 | 0.127 | 0.910 | 0.729 | 0.706 | 1.000 | 0.691 | 0.636 | 0.729 |
일산화탄소 | 0.266 | 0.677 | 0.667 | 0.592 | 0.691 | 1.000 | 0.636 | 0.667 |
아황산가스 | 0.234 | 0.812 | 0.646 | 0.602 | 0.636 | 0.636 | 1.000 | 0.646 |
초미세먼지 | 0.455 | 0.583 | 1.000 | 0.589 | 0.729 | 0.667 | 0.646 | 1.000 |
측정소 | 연도 | |
---|---|---|
측정소 | 1.000 | 0.000 |
연도 | 0.000 | 1.000 |
미세먼지 | 오존 | 이산화질소 | 일산화탄소 | 아황산가스 | 초미세먼지 | 연도 | 측정소 | |
---|---|---|---|---|---|---|---|---|
미세먼지 | 1.000 | 0.306 | 0.574 | 0.535 | 0.320 | 1.000 | 0.384 | 0.258 |
오존 | 0.306 | 1.000 | 0.132 | 0.260 | 0.387 | 0.306 | 0.210 | 0.445 |
이산화질소 | 0.574 | 0.132 | 1.000 | 0.686 | 0.191 | 0.574 | 0.000 | 0.530 |
일산화탄소 | 0.535 | 0.260 | 0.686 | 1.000 | 0.242 | 0.535 | 0.158 | 0.274 |
아황산가스 | 0.320 | 0.387 | 0.191 | 0.242 | 1.000 | 0.320 | 0.149 | 0.398 |
초미세먼지 | 1.000 | 0.306 | 0.574 | 0.535 | 0.320 | 1.000 | 0.384 | 0.258 |
연도 | 0.384 | 0.210 | 0.000 | 0.158 | 0.149 | 0.384 | 1.000 | 0.000 |
측정소 | 0.258 | 0.445 | 0.530 | 0.274 | 0.398 | 0.258 | 0.000 | 1.000 |
연도 | 측정소 | 미세먼지 | 오존 | 이산화질소 | 일산화탄소 | 아황산가스 | 초미세먼지 | |
---|---|---|---|---|---|---|---|---|
0 | 2022 | 전주시 노송동 | 32 | 0.033 | 0.0127 | 0.39 | 0.0019 | 32 |
1 | 2022 | 전주시 삼천동 | 35 | 0.0332 | 0.0153 | 0.42 | 0.0023 | 35 |
2 | 2022 | 전주시 송천동 | 35 | 0.0301 | 0.0129 | 0.35 | 0.0021 | 35 |
3 | 2022 | 전주시 여의동 | 29 | 0.0296 | 0.013 | 0.28 | 0.0025 | 29 |
4 | 2022 | 전주시 팔복동 | 37 | 0.0326 | 0.0173 | 0.39 | 0.0023 | 37 |
5 | 2022 | 전주시 혁신동 | 34 | 0.0314 | 0.015 | 0.38 | 0.002 | 34 |
6 | 2022 | 전주시 효자동 | 32 | 0.0295 | 0.0093 | 0.25 | 0.002 | 32 |
7 | 2022 | 전주시 서신동 | 32 | 0.0 | 0.0187 | 0.41 | 0.0019 | 32 |
8 | 2022 | 군산시 비응도 | 36 | 0.0415 | 0.0097 | 0.34 | 0.003 | 36 |
9 | 2022 | 군산시 사정동 | 35 | 0.0346 | 0.0121 | 0.37 | 0.0022 | 35 |
연도 | 측정소 | 미세먼지 | 오존 | 이산화질소 | 일산화탄소 | 아황산가스 | 초미세먼지 | |
---|---|---|---|---|---|---|---|---|
119 | 2020 | 무주군 무주읍 | 25 | 0.0317 | 0.0068 | 0.36 | 0.0033 | 25 |
120 | 2020 | 장수군 장수읍 | 26 | 0.0343 | 0.0063 | 0.32 | 0.0029 | 26 |
121 | 2020 | 임실군 관촌면 | 99 | 0.0286 | 0.0118 | 0.35 | 0.0021 | 99 |
122 | 2020 | 임실군 임실읍 | 29 | 0.0274 | 0.0073 | 0.37 | 0.0034 | 29 |
123 | 2020 | 순창군 순창읍 | 29 | 0.0323 | 0.0075 | 0.32 | 0.0032 | 29 |
124 | 2020 | 고창군 고창읍 | 27 | 0.0359 | 0.0092 | 0.28 | 0.0025 | 27 |
125 | 2020 | 고창군 심원면 | 24 | 0.0392 | 0.0051 | 0.25 | 0.0034 | 24 |
126 | 2020 | 부안군 계화면 | 34 | 0.0253 | 0.0123 | 0.41 | 0.0022 | 34 |
127 | 2020 | 부안군 부안읍 | 33 | 0.0379 | 0.0129 | 0.44 | 0.0024 | 33 |
128 | 2020 | 익산시 남중동 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 |