Dataset statistics
Number of variables | 16 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.8 KiB |
Average record size in memory | 141.3 B |
Variable types
Numeric | 9 |
---|---|
Categorical | 5 |
Text | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=06668a50-4b6b-11ec-a893-4d3e48f9e980 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
기본키 is highly overall correlated with 측정구간 | High correlation |
연장 is highly overall correlated with 측정구간 | High correlation |
좌표위치위도 is highly overall correlated with 측정구간 | High correlation |
좌표위치경도 is highly overall correlated with 측정구간 | High correlation |
co is highly overall correlated with nox and 3 other fields | High correlation |
nox is highly overall correlated with co and 4 other fields | High correlation |
hc is highly overall correlated with co and 4 other fields | High correlation |
pm is highly overall correlated with co and 4 other fields | High correlation |
co2 is highly overall correlated with co and 3 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 6 other fields | High correlation |
기본키 has unique values | Unique |
co has 6 (6.0%) zeros | Zeros |
nox has 6 (6.0%) zeros | Zeros |
hc has 6 (6.0%) zeros | Zeros |
pm has 14 (14.0%) zeros | Zeros |
co2 has 6 (6.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:28:37.375148 |
---|---|
Analysis finished | 2023-12-10 13:28:53.137229 |
Duration | 15.76 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기본키
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 50.5 |
Minimum | 1 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 25.75 |
median | 50.5 |
Q3 | 75.25 |
95-th percentile | 95.05 |
Maximum | 100 |
Range | 99 |
Interquartile range (IQR) | 49.5 |
Descriptive statistics
Standard deviation | 29.011492 |
---|---|
Coefficient of variation (CV) | 0.57448499 |
Kurtosis | -1.2 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 5050 |
Variance | 841.66667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.0% |
65 | 1 | 1.0% |
75 | 1 | 1.0% |
74 | 1 | 1.0% |
73 | 1 | 1.0% |
72 | 1 | 1.0% |
71 | 1 | 1.0% |
70 | 1 | 1.0% |
69 | 1 | 1.0% |
68 | 1 | 1.0% |
Other values (90) | 90 |
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 (%) |
100 | 1 | |
99 | 1 | |
98 | 1 | |
97 | 1 | |
96 | 1 | |
95 | 1 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
91 | 1 |
도로종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
건기연 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 건기연 |
---|---|
2nd row | 건기연 |
3rd row | 건기연 |
4th row | 건기연 |
5th row | 건기연 |
Common Values
Value | Count | Frequency (%) |
건기연 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건기연 | 100 |
지점
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Value | Count | Frequency (%) |
0101-0 | 2 | 2.0% |
2209-1 | 2 | 2.0% |
2408-2 | 2 | 2.0% |
1707-1 | 2 | 2.0% |
1801-4 | 2 | 2.0% |
1806-2 | 2 | 2.0% |
1809-2 | 2 | 2.0% |
1810-1 | 2 | 2.0% |
1812-1 | 2 | 2.0% |
1815-0 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 148 | |
0 | 130 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 90 | |
3 | 36 | 4.5% |
5 | 22 | 2.7% |
4 | 20 | 2.5% |
7 | 16 | 2.0% |
Other values (3) | 40 | 5.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 502 | |
Open Punctuation | 100 | 12.5% |
Dash Punctuation | 100 | 12.5% |
Close Punctuation | 100 | 12.5% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 148 | |
0 | 130 | |
2 | 90 | |
3 | 36 | 7.2% |
5 | 22 | 4.4% |
4 | 20 | 4.0% |
7 | 16 | 3.2% |
8 | 16 | 3.2% |
6 | 16 | 3.2% |
9 | 8 | 1.6% |
Open Punctuation
Value | Count | Frequency (%) |
[ | 100 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 100 |
Close Punctuation
Value | Count | Frequency (%) |
] | 100 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 802 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 148 | |
0 | 130 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 90 | |
3 | 36 | 4.5% |
5 | 22 | 2.7% |
4 | 20 | 2.5% |
7 | 16 | 2.0% |
Other values (3) | 40 | 5.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 802 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 148 | |
0 | 130 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 90 | |
3 | 36 | 4.5% |
5 | 22 | 2.7% |
4 | 20 | 2.5% |
7 | 16 | 2.0% |
Other values (3) | 40 | 5.0% |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 |
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 | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 49 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
광양-하동 | 4 |
---|---|
순천-황전 | 2 |
학산-학송 | 2 |
목포-학산 | 2 |
암태-신안 | 2 |
Other values (44) |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 4.98 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 목포-무안 |
---|---|
2nd row | 목포-무안 |
3rd row | 진도-무안 |
4th row | 진도-무안 |
5th row | 목포-학산 |
Common Values
Value | Count | Frequency (%) |
광양-하동 | 4 | 4.0% |
순천-황전 | 2 | 2.0% |
학산-학송 | 2 | 2.0% |
목포-학산 | 2 | 2.0% |
암태-신안 | 2 | 2.0% |
성전-강진 | 2 | 2.0% |
강진-장흥 | 2 | 2.0% |
장흥-보성 | 2 | 2.0% |
조성-별량 | 2 | 2.0% |
벌교-순천 | 2 | 2.0% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
광양-하동 | 4 | 4.0% |
목포-무안 | 2 | 2.0% |
주암-승주 | 2 | 2.0% |
백동-죽림 | 2 | 2.0% |
옥천-강진 | 2 | 2.0% |
보성-복내 | 2 | 2.0% |
미력-문덕 | 2 | 2.0% |
송광-목사동 | 2 | 2.0% |
마산-구례읍 | 2 | 2.0% |
공음-영광 | 2 | 2.0% |
Other values (39) | 78 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 43 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.748 |
Minimum | 2.6 |
---|---|
Maximum | 33.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.6 |
---|---|
5-th percentile | 3.2 |
Q1 | 5.4 |
median | 9.65 |
Q3 | 14.1 |
95-th percentile | 21.8 |
Maximum | 33.8 |
Range | 31.2 |
Interquartile range (IQR) | 8.7 |
Descriptive statistics
Standard deviation | 6.3137253 |
---|---|
Coefficient of variation (CV) | 0.58743257 |
Kurtosis | 2.1421516 |
Mean | 10.748 |
Median Absolute Deviation (MAD) | 4.25 |
Skewness | 1.2617156 |
Sum | 1074.8 |
Variance | 39.863127 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.4 | 6 | 6.0% |
4.4 | 6 | 6.0% |
11.4 | 4 | 4.0% |
7.9 | 4 | 4.0% |
10.3 | 4 | 4.0% |
19.0 | 2 | 2.0% |
8.0 | 2 | 2.0% |
4.5 | 2 | 2.0% |
15.8 | 2 | 2.0% |
11.7 | 2 | 2.0% |
Other values (33) | 66 |
Value | Count | Frequency (%) |
2.6 | 2 | 2.0% |
2.7 | 2 | 2.0% |
3.2 | 2 | 2.0% |
4.2 | 2 | 2.0% |
4.3 | 2 | 2.0% |
4.4 | 6 | |
4.5 | 2 | 2.0% |
4.9 | 2 | 2.0% |
5.4 | 6 | |
5.6 | 2 | 2.0% |
Value | Count | Frequency (%) |
33.8 | 2 | |
24.3 | 2 | |
21.8 | 2 | |
21.3 | 2 | |
19.5 | 2 | |
19.0 | 2 | |
18.0 | 2 | |
17.0 | 2 | |
16.0 | 2 | |
15.8 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210401 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210401 |
---|---|
2nd row | 20210401 |
3rd row | 20210401 |
4th row | 20210401 |
5th row | 20210401 |
Common Values
Value | Count | Frequency (%) |
20210401 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210401 | 100 |
측정시간
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 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34.94772 |
Minimum | 34.38107 |
---|---|
Maximum | 35.34926 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 34.38107 |
---|---|
5-th percentile | 34.55042 |
Q1 | 34.80189 |
median | 34.951145 |
Q3 | 35.16902 |
95-th percentile | 35.32476 |
Maximum | 35.34926 |
Range | 0.96819 |
Interquartile range (IQR) | 0.36713 |
Descriptive statistics
Standard deviation | 0.25025144 |
---|---|
Coefficient of variation (CV) | 0.0071607372 |
Kurtosis | -0.58476728 |
Mean | 34.94772 |
Median Absolute Deviation (MAD) | 0.188515 |
Skewness | -0.30248922 |
Sum | 3494.772 |
Variance | 0.062625785 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34.85192 | 2 | 2.0% |
35.06978 | 2 | 2.0% |
34.38107 | 2 | 2.0% |
34.61562 | 2 | 2.0% |
34.80445 | 2 | 2.0% |
34.83385 | 2 | 2.0% |
35.05426 | 2 | 2.0% |
35.21934 | 2 | 2.0% |
35.34926 | 2 | 2.0% |
35.22404 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
34.38107 | 2 | |
34.38392 | 2 | |
34.55042 | 2 | |
34.55273 | 2 | |
34.58881 | 2 | |
34.61562 | 2 | |
34.64175 | 2 | |
34.67935 | 2 | |
34.71151 | 2 | |
34.7172 | 2 |
Value | Count | Frequency (%) |
35.34926 | 2 | |
35.34316 | 2 | |
35.32476 | 2 | |
35.29816 | 2 | |
35.28858 | 2 | |
35.28584 | 2 | |
35.27304 | 2 | |
35.22404 | 2 | |
35.21934 | 2 | |
35.21885 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.95553 |
Minimum | 126.21616 |
---|---|
Maximum | 127.75881 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.21616 |
---|---|
5-th percentile | 126.2341 |
Q1 | 126.59409 |
median | 126.97424 |
Q3 | 127.31619 |
95-th percentile | 127.61069 |
Maximum | 127.75881 |
Range | 1.54265 |
Interquartile range (IQR) | 0.7221 |
Descriptive statistics
Standard deviation | 0.42035996 |
---|---|
Coefficient of variation (CV) | 0.0033110803 |
Kurtosis | -1.1238951 |
Mean | 126.95553 |
Median Absolute Deviation (MAD) | 0.34604 |
Skewness | 0.013551243 |
Sum | 12695.553 |
Variance | 0.1767025 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.42727 | 2 | 2.0% |
127.25441 | 2 | 2.0% |
126.21616 | 2 | 2.0% |
126.74515 | 2 | 2.0% |
127.10201 | 2 | 2.0% |
127.09515 | 2 | 2.0% |
127.26851 | 2 | 2.0% |
127.48499 | 2 | 2.0% |
126.46074 | 2 | 2.0% |
126.5425 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.21616 | 2 | |
126.23118 | 2 | |
126.2341 | 2 | |
126.36491 | 2 | |
126.42727 | 2 | |
126.43865 | 2 | |
126.46074 | 2 | |
126.47853 | 2 | |
126.50315 | 2 | |
126.53424 | 2 |
Value | Count | Frequency (%) |
127.75881 | 2 | |
127.67417 | 2 | |
127.61069 | 2 | |
127.55961 | 2 | |
127.48499 | 2 | |
127.46572 | 2 | |
127.46028 | 2 | |
127.4424 | 2 | |
127.43777 | 2 | |
127.37931 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 84 |
---|---|
Distinct (%) | 84.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.3391 |
Minimum | 0 |
---|---|
Maximum | 142.26 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.6675 |
median | 10.89 |
Q3 | 24.3525 |
95-th percentile | 45.078 |
Maximum | 142.26 |
Range | 142.26 |
Interquartile range (IQR) | 21.685 |
Descriptive statistics
Standard deviation | 22.748919 |
---|---|
Coefficient of variation (CV) | 1.3120011 |
Kurtosis | 14.984852 |
Mean | 17.3391 |
Median Absolute Deviation (MAD) | 9.135 |
Skewness | 3.2901031 |
Sum | 1733.91 |
Variance | 517.5133 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 6 | 6.0% |
0.65 | 3 | 3.0% |
2.26 | 2 | 2.0% |
39.58 | 2 | 2.0% |
3.33 | 2 | 2.0% |
12.32 | 2 | 2.0% |
1.78 | 2 | 2.0% |
1.73 | 2 | 2.0% |
2.83 | 2 | 2.0% |
3.31 | 2 | 2.0% |
Other values (74) | 75 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.52 | 1 | 1.0% |
0.65 | 3 | |
1.05 | 2 | 2.0% |
1.26 | 1 | 1.0% |
1.3 | 1 | 1.0% |
1.38 | 1 | 1.0% |
1.57 | 1 | 1.0% |
1.69 | 1 | 1.0% |
1.73 | 2 | 2.0% |
Value | Count | Frequency (%) |
142.26 | 1 | |
135.67 | 1 | |
60.52 | 1 | |
50.8 | 1 | |
48.84 | 1 | |
44.88 | 1 | |
42.19 | 1 | |
41.99 | 1 | |
41.85 | 1 | |
41.34 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 84 |
---|---|
Distinct (%) | 84.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.2599 |
Minimum | 0 |
---|---|
Maximum | 282.51 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.7075 |
median | 9.69 |
Q3 | 25.0125 |
95-th percentile | 45.0405 |
Maximum | 282.51 |
Range | 282.51 |
Interquartile range (IQR) | 23.305 |
Descriptive statistics
Standard deviation | 39.138303 |
---|---|
Coefficient of variation (CV) | 2.0321135 |
Kurtosis | 34.332506 |
Mean | 19.2599 |
Median Absolute Deviation (MAD) | 8.485 |
Skewness | 5.5461403 |
Sum | 1925.99 |
Variance | 1531.8067 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 6 | 6.0% |
2.06 | 4 | 4.0% |
0.32 | 3 | 3.0% |
1.33 | 2 | 2.0% |
0.55 | 2 | 2.0% |
1.23 | 2 | 2.0% |
1.51 | 2 | 2.0% |
1.88 | 2 | 2.0% |
11.84 | 2 | 2.0% |
19.14 | 1 | 1.0% |
Other values (74) | 74 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.28 | 1 | 1.0% |
0.32 | 3 | |
0.55 | 2 | 2.0% |
0.64 | 1 | 1.0% |
0.83 | 1 | 1.0% |
1.05 | 1 | 1.0% |
1.09 | 1 | 1.0% |
1.18 | 1 | 1.0% |
1.23 | 2 | 2.0% |
Value | Count | Frequency (%) |
282.51 | 1 | |
260.07 | 1 | |
75.27 | 1 | |
50.09 | 1 | |
45.81 | 1 | |
45.0 | 1 | |
41.28 | 1 | |
38.73 | 1 | |
38.33 | 1 | |
36.77 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 77 |
---|---|
Distinct (%) | 77.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4541 |
Minimum | 0 |
---|---|
Maximum | 27.12 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.26 |
median | 1.395 |
Q3 | 3.4725 |
95-th percentile | 5.542 |
Maximum | 27.12 |
Range | 27.12 |
Interquartile range (IQR) | 3.2125 |
Descriptive statistics
Standard deviation | 3.9240613 |
---|---|
Coefficient of variation (CV) | 1.5989818 |
Kurtosis | 25.815357 |
Mean | 2.4541 |
Median Absolute Deviation (MAD) | 1.245 |
Skewness | 4.5668983 |
Sum | 245.41 |
Variance | 15.398257 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 6 | 6.0% |
0.18 | 4 | 4.0% |
1.77 | 3 | 3.0% |
0.06 | 3 | 3.0% |
0.27 | 3 | 3.0% |
0.31 | 2 | 2.0% |
0.09 | 2 | 2.0% |
0.22 | 2 | 2.0% |
3.12 | 2 | 2.0% |
5.2 | 2 | 2.0% |
Other values (67) | 71 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.04 | 1 | 1.0% |
0.06 | 3 | |
0.09 | 2 | 2.0% |
0.12 | 1 | 1.0% |
0.13 | 1 | 1.0% |
0.14 | 1 | 1.0% |
0.16 | 1 | 1.0% |
0.17 | 1 | 1.0% |
0.18 | 4 |
Value | Count | Frequency (%) |
27.12 | 1 | |
25.15 | 1 | |
7.56 | 1 | |
7.22 | 1 | |
6.15 | 1 | |
5.51 | 1 | |
5.43 | 2 | |
5.33 | 1 | |
5.24 | 1 | |
5.21 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.2748 |
Minimum | 0 |
---|---|
Maximum | 16.61 |
Zeros | 14 |
Zeros (%) | 14.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.775 |
Q3 | 1.79 |
95-th percentile | 2.9285 |
Maximum | 16.61 |
Range | 16.61 |
Interquartile range (IQR) | 1.66 |
Descriptive statistics
Standard deviation | 2.3720219 |
---|---|
Coefficient of variation (CV) | 1.8607012 |
Kurtosis | 32.115805 |
Mean | 1.2748 |
Median Absolute Deviation (MAD) | 0.645 |
Skewness | 5.303665 |
Sum | 127.48 |
Variance | 5.6264878 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 14 | 14.0% |
0.13 | 12 | 12.0% |
0.14 | 11 | 11.0% |
0.93 | 3 | 3.0% |
0.98 | 2 | 2.0% |
0.83 | 2 | 2.0% |
0.27 | 2 | 2.0% |
0.84 | 2 | 2.0% |
1.36 | 2 | 2.0% |
2.15 | 2 | 2.0% |
Other values (46) | 48 |
Value | Count | Frequency (%) |
0.0 | 14 | |
0.13 | 12 | |
0.14 | 11 | |
0.27 | 2 | 2.0% |
0.28 | 1 | 1.0% |
0.4 | 2 | 2.0% |
0.41 | 1 | 1.0% |
0.54 | 1 | 1.0% |
0.57 | 1 | 1.0% |
0.65 | 1 | 1.0% |
Value | Count | Frequency (%) |
16.61 | 1 | |
16.1 | 1 | |
4.44 | 1 | |
3.28 | 2 | |
2.91 | 1 | |
2.86 | 1 | |
2.82 | 1 | |
2.57 | 1 | |
2.54 | 1 | |
2.53 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4316.7058 |
Minimum | 0 |
---|---|
Maximum | 41739.32 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 645.19 |
median | 2802.93 |
Q3 | 5779.8925 |
95-th percentile | 10983.874 |
Maximum | 41739.32 |
Range | 41739.32 |
Interquartile range (IQR) | 5134.7025 |
Descriptive statistics
Standard deviation | 6297.9666 |
---|---|
Coefficient of variation (CV) | 1.4589752 |
Kurtosis | 20.618974 |
Mean | 4316.7058 |
Median Absolute Deviation (MAD) | 2206.96 |
Skewness | 3.9983927 |
Sum | 431670.58 |
Variance | 39664383 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 6 | 6.0% |
153.68 | 3 | 3.0% |
873.34 | 2 | 2.0% |
277.37 | 2 | 2.0% |
740.29 | 2 | 2.0% |
457.29 | 2 | 2.0% |
595.97 | 2 | 2.0% |
462.92 | 2 | 2.0% |
800.28 | 2 | 2.0% |
2970.56 | 2 | 2.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
0.0 | 6 | |
138.68 | 1 | 1.0% |
153.68 | 3 | |
277.37 | 2 | 2.0% |
307.36 | 1 | 1.0% |
324.24 | 1 | 1.0% |
339.23 | 1 | 1.0% |
416.06 | 1 | 1.0% |
457.29 | 2 | 2.0% |
460.9 | 1 | 1.0% |
Value | Count | Frequency (%) |
41739.32 | 1 | |
39130.66 | 1 | |
14718.58 | 1 | |
13919.61 | 1 | |
13177.32 | 1 | |
10868.43 | 1 | |
10285.64 | 1 | |
9985.36 | 1 | |
9889.71 | 1 | |
9640.83 | 1 |
주소
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.82 |
Min length | 8 |
Characters and Unicode
Total characters | 1082 |
---|---|
Distinct characters | 108 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전남 무안 삼향 왕산 |
---|---|
2nd row | 전남 무안 삼향 왕산 |
3rd row | 전남 목포 죽교 |
4th row | 전남 목포 죽교 |
5th row | 전남 무안 삼향 용포 |
Value | Count | Frequency (%) |
전남 | 100 | |
순천 | 12 | 3.0% |
강진 | 10 | 2.5% |
고흥 | 8 | 2.0% |
영광 | 8 | 2.0% |
화순 | 8 | 2.0% |
보성 | 8 | 2.0% |
무안 | 6 | 1.5% |
미력 | 6 | 1.5% |
주암 | 6 | 1.5% |
Other values (98) | 224 |
Most occurring characters
Value | Count | Frequency (%) |
296 | ||
전 | 110 | 10.2% |
남 | 110 | 10.2% |
성 | 28 | 2.6% |
천 | 20 | 1.8% |
순 | 20 | 1.8% |
안 | 16 | 1.5% |
광 | 16 | 1.5% |
양 | 14 | 1.3% |
산 | 14 | 1.3% |
Other values (98) | 438 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 786 | |
Space Separator | 296 | 27.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
전 | 110 | 14.0% |
남 | 110 | 14.0% |
성 | 28 | 3.6% |
천 | 20 | 2.5% |
순 | 20 | 2.5% |
안 | 16 | 2.0% |
광 | 16 | 2.0% |
양 | 14 | 1.8% |
산 | 14 | 1.8% |
동 | 12 | 1.5% |
Other values (97) | 426 |
Space Separator
Value | Count | Frequency (%) |
296 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 786 | |
Common | 296 | 27.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
전 | 110 | 14.0% |
남 | 110 | 14.0% |
성 | 28 | 3.6% |
천 | 20 | 2.5% |
순 | 20 | 2.5% |
안 | 16 | 2.0% |
광 | 16 | 2.0% |
양 | 14 | 1.8% |
산 | 14 | 1.8% |
동 | 12 | 1.5% |
Other values (97) | 426 |
Common
Value | Count | Frequency (%) |
296 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 786 | |
ASCII | 296 | 27.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
296 |
Hangul
Value | Count | Frequency (%) |
전 | 110 | 14.0% |
남 | 110 | 14.0% |
성 | 28 | 3.6% |
천 | 20 | 2.5% |
순 | 20 | 2.5% |
안 | 16 | 2.0% |
광 | 16 | 2.0% |
양 | 14 | 1.8% |
산 | 14 | 1.8% |
동 | 12 | 1.5% |
Other values (97) | 426 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.998 | 0.523 | 0.801 | 0.818 | 0.416 | 0.379 | 0.514 | 0.395 | 0.571 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.886 | 0.916 | 0.953 | 0.929 | 0.940 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.000 |
측정구간 | 0.998 | 1.000 | 0.000 | 1.000 | 0.999 | 1.000 | 1.000 | 0.866 | 0.903 | 0.947 | 0.919 | 0.907 | 1.000 |
연장 | 0.523 | 1.000 | 0.000 | 0.999 | 1.000 | 0.573 | 0.690 | 0.318 | 0.541 | 0.408 | 0.568 | 0.296 | 1.000 |
좌표위치위도 | 0.801 | 1.000 | 0.000 | 1.000 | 0.573 | 1.000 | 0.754 | 0.352 | 0.110 | 0.296 | 0.063 | 0.454 | 1.000 |
좌표위치경도 | 0.818 | 1.000 | 0.000 | 1.000 | 0.690 | 0.754 | 1.000 | 0.479 | 0.492 | 0.479 | 0.497 | 0.624 | 1.000 |
co | 0.416 | 0.886 | 0.000 | 0.866 | 0.318 | 0.352 | 0.479 | 1.000 | 0.944 | 0.966 | 0.922 | 0.907 | 0.886 |
nox | 0.379 | 0.916 | 0.000 | 0.903 | 0.541 | 0.110 | 0.492 | 0.944 | 1.000 | 0.964 | 0.999 | 0.846 | 0.916 |
hc | 0.514 | 0.953 | 0.000 | 0.947 | 0.408 | 0.296 | 0.479 | 0.966 | 0.964 | 1.000 | 0.973 | 0.884 | 0.953 |
pm | 0.395 | 0.929 | 0.000 | 0.919 | 0.568 | 0.063 | 0.497 | 0.922 | 0.999 | 0.973 | 1.000 | 0.847 | 0.929 |
co2 | 0.571 | 0.940 | 0.074 | 0.907 | 0.296 | 0.454 | 0.624 | 0.907 | 0.846 | 0.884 | 0.847 | 1.000 | 0.940 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.886 | 0.916 | 0.953 | 0.929 | 0.940 | 1.000 |
측정구간 | 방향 | |
---|---|---|
측정구간 | 1.000 | 0.000 |
방향 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | 측정구간 | |
---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | -0.040 | 0.457 | -0.074 | -0.327 | -0.322 | -0.313 | -0.295 | -0.323 | 0.000 | 0.736 |
연장 | -0.040 | 1.000 | 0.010 | -0.153 | -0.015 | -0.005 | -0.014 | 0.007 | -0.018 | 0.000 | 0.733 |
좌표위치위도 | 0.457 | 0.010 | 1.000 | 0.028 | -0.200 | -0.210 | -0.213 | -0.222 | -0.197 | 0.000 | 0.753 |
좌표위치경도 | -0.074 | -0.153 | 0.028 | 1.000 | -0.069 | -0.069 | -0.082 | -0.107 | -0.057 | 0.000 | 0.753 |
co | -0.327 | -0.015 | -0.200 | -0.069 | 1.000 | 0.992 | 0.993 | 0.973 | 0.999 | 0.000 | 0.431 |
nox | -0.322 | -0.005 | -0.210 | -0.069 | 0.992 | 1.000 | 0.997 | 0.981 | 0.990 | 0.000 | 0.506 |
hc | -0.313 | -0.014 | -0.213 | -0.082 | 0.993 | 0.997 | 1.000 | 0.980 | 0.990 | 0.000 | 0.577 |
pm | -0.295 | 0.007 | -0.222 | -0.107 | 0.973 | 0.981 | 0.980 | 1.000 | 0.971 | 0.000 | 0.530 |
co2 | -0.323 | -0.018 | -0.197 | -0.057 | 0.999 | 0.990 | 0.990 | 0.971 | 1.000 | 0.087 | 0.499 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 1.000 | 0.000 |
측정구간 | 0.736 | 0.733 | 0.753 | 0.753 | 0.431 | 0.506 | 0.577 | 0.530 | 0.499 | 0.000 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0101-0] | 1 | 목포-무안 | 5.4 | 20210401 | 1 | 34.85192 | 126.42727 | 37.28 | 34.87 | 4.81 | 2.08 | 9179.45 | 전남 무안 삼향 왕산 |
1 | 2 | 건기연 | [0101-0] | 2 | 목포-무안 | 5.4 | 20210401 | 1 | 34.85192 | 126.42727 | 41.34 | 35.68 | 5.24 | 1.93 | 9409.64 | 전남 무안 삼향 왕산 |
2 | 3 | 건기연 | [0101-1] | 1 | 진도-무안 | 21.8 | 20210401 | 1 | 34.80189 | 126.36491 | 50.8 | 75.27 | 7.22 | 4.44 | 14718.58 | 전남 목포 죽교 |
3 | 4 | 건기연 | [0101-1] | 2 | 진도-무안 | 21.8 | 20210401 | 1 | 34.80189 | 126.36491 | 24.54 | 18.04 | 2.93 | 0.98 | 5671.3 | 전남 목포 죽교 |
4 | 5 | 건기연 | [0201-8] | 1 | 목포-학산 | 4.2 | 20210401 | 1 | 34.82996 | 126.47853 | 41.99 | 36.77 | 5.51 | 2.15 | 10285.64 | 전남 무안 삼향 용포 |
5 | 6 | 건기연 | [0201-8] | 2 | 목포-학산 | 4.2 | 20210401 | 1 | 34.82996 | 126.47853 | 60.52 | 50.09 | 7.56 | 2.91 | 13919.61 | 전남 무안 삼향 용포 |
6 | 7 | 건기연 | [0201-11] | 1 | 암태-신안 | 21.3 | 20210401 | 1 | 34.86017 | 126.2341 | 1.73 | 1.23 | 0.18 | 0.13 | 457.29 | 전남 신안 압해 송공 |
7 | 8 | 건기연 | [0201-11] | 2 | 암태-신안 | 21.3 | 20210401 | 1 | 34.86017 | 126.2341 | 2.26 | 1.51 | 0.22 | 0.13 | 595.97 | 전남 신안 압해 송공 |
8 | 9 | 건기연 | [0202-2] | 1 | 성전-강진 | 11.4 | 20210401 | 1 | 34.67935 | 126.72192 | 22.0 | 21.04 | 3.25 | 1.48 | 4907.47 | 전남 강진 성전 도림 |
9 | 10 | 건기연 | [0202-2] | 2 | 성전-강진 | 11.4 | 20210401 | 1 | 34.67935 | 126.72192 | 19.64 | 20.02 | 3.12 | 1.41 | 4310.7 | 전남 강진 성전 도림 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2401-0] | 1 | 지도-해제 | 19.5 | 20210401 | 1 | 35.06002 | 126.23118 | 7.29 | 8.34 | 1.27 | 0.66 | 1581.28 | 전남 신안 지도 광정 |
91 | 92 | 건기연 | [2401-0] | 2 | 지도-해제 | 19.5 | 20210401 | 1 | 35.06002 | 126.23118 | 5.71 | 7.71 | 1.16 | 0.57 | 1223.88 | 전남 신안 지도 광정 |
92 | 93 | 건기연 | [2404-1] | 1 | 현경-함평 | 13.0 | 20210401 | 1 | 35.02245 | 126.43865 | 0.65 | 0.32 | 0.06 | 0.0 | 153.68 | 전남 무안 현경 평산 |
93 | 94 | 건기연 | [2404-1] | 2 | 현경-함평 | 13.0 | 20210401 | 1 | 35.02245 | 126.43865 | 1.26 | 1.05 | 0.14 | 0.14 | 324.24 | 전남 무안 현경 평산 |
94 | 95 | 건기연 | [2406-3] | 1 | 삼계-장성 | 9.4 | 20210401 | 1 | 35.28584 | 126.7429 | 22.64 | 30.82 | 4.15 | 2.14 | 4990.89 | 전남 장성 동화 용정 |
95 | 96 | 건기연 | [2406-3] | 2 | 삼계-장성 | 9.4 | 20210401 | 1 | 35.28584 | 126.7429 | 29.73 | 38.33 | 5.2 | 2.57 | 6664.65 | 전남 장성 동화 용정 |
96 | 97 | 건기연 | [2408-2] | 1 | 담양-순창 | 4.9 | 20210401 | 1 | 35.34316 | 127.04541 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 전남 담양 금성 봉서 |
97 | 98 | 건기연 | [2408-2] | 2 | 담양-순창 | 4.9 | 20210401 | 1 | 35.34316 | 127.04541 | 6.56 | 3.92 | 0.64 | 0.27 | 1589.29 | 전남 담양 금성 봉서 |
98 | 99 | 건기연 | [2701-2] | 1 | 도양-고흥 | 4.4 | 20210401 | 1 | 34.58881 | 127.26598 | 12.32 | 11.84 | 1.77 | 0.84 | 2970.56 | 전남 고흥 고흥 등암 |
99 | 100 | 건기연 | [2701-2] | 2 | 도양-고흥 | 4.4 | 20210401 | 1 | 34.58881 | 127.26598 | 25.2 | 27.78 | 4.18 | 1.85 | 5798.77 | 전남 고흥 고흥 등암 |