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 | 6 |
Text | 1 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=c6d3c040-4b6c-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
측정구간 is highly overall correlated with 기본키 and 4 other fields | High correlation |
주소 is highly overall correlated with 기본키 and 4 other fields | High correlation |
기본키 is highly overall correlated with 측정구간 and 1 other fields | High correlation |
연장((km)) is highly overall correlated with 측정구간 and 1 other fields | High correlation |
좌표위치위도((°)) is highly overall correlated with 측정구간 and 1 other fields | High correlation |
좌표위치경도((°)) is highly overall correlated with 측정구간 and 1 other fields | High correlation |
co((g/km)) is highly overall correlated with nox((g/km)) and 3 other fields | High correlation |
nox((g/km)) is highly overall correlated with co((g/km)) and 3 other fields | High correlation |
hc((g/km)) is highly overall correlated with co((g/km)) and 3 other fields | High correlation |
pm((g/km)) is highly overall correlated with co((g/km)) and 3 other fields | High correlation |
co2((g/km)) is highly overall correlated with co((g/km)) and 3 other fields | High correlation |
기본키 has unique values | Unique |
pm((g/km)) has 6 (6.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:09:32.459183 |
---|---|
Analysis finished | 2023-12-10 12:09:44.934455 |
Duration | 12.48 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 (%) |
0314-0 | 2 | 2.0% |
2803-1 | 2 | 2.0% |
3109-1 | 2 | 2.0% |
2018-0 | 2 | 2.0% |
2508-0 | 2 | 2.0% |
2510-1 | 2 | 2.0% |
2512-4 | 2 | 2.0% |
2513-0 | 2 | 2.0% |
2613-3 | 2 | 2.0% |
2613-4 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 136 | |
1 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 78 | |
3 | 42 | 5.2% |
5 | 30 | 3.8% |
4 | 28 | 3.5% |
8 | 26 | 3.2% |
Other values (3) | 52 | 6.5% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 500 | |
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 (%) |
0 | 136 | |
1 | 108 | |
2 | 78 | |
3 | 42 | 8.4% |
5 | 30 | 6.0% |
4 | 28 | 5.6% |
8 | 26 | 5.2% |
7 | 26 | 5.2% |
6 | 16 | 3.2% |
9 | 10 | 2.0% |
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 | 800 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 136 | |
1 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 78 | |
3 | 42 | 5.2% |
5 | 30 | 3.8% |
4 | 28 | 3.5% |
8 | 26 | 3.2% |
Other values (3) | 52 | 6.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 136 | |
1 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 78 | |
3 | 42 | 5.2% |
5 | 30 | 3.8% |
4 | 28 | 3.5% |
8 | 26 | 3.2% |
Other values (3) | 52 | 6.5% |
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 | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
경주-감포 | 4 |
---|---|
현풍-옥포 | 4 |
공성-상주 | 2 |
금천-산내 | 2 |
상주-함창 | 2 |
Other values (43) |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 5.06 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 구성-김천 |
---|---|
2nd row | 구성-김천 |
3rd row | 공성-상주 |
4th row | 공성-상주 |
5th row | 상주-함창 |
Common Values
Value | Count | Frequency (%) |
경주-감포 | 4 | 4.0% |
현풍-옥포 | 4 | 4.0% |
공성-상주 | 2 | 2.0% |
금천-산내 | 2 | 2.0% |
상주-함창 | 2 | 2.0% |
추풍령-김천 | 2 | 2.0% |
성주-대구 | 2 | 2.0% |
영천-서면 | 2 | 2.0% |
칠곡-효령 | 2 | 2.0% |
가산-군위 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
경주-감포 | 4 | 4.0% |
현풍-옥포 | 4 | 4.0% |
상동-본포 | 2 | 2.0% |
구성-김천 | 2 | 2.0% |
일반5-금성 | 2 | 2.0% |
가산-장천 | 2 | 2.0% |
선산-낙동 | 2 | 2.0% |
상주-낙동 | 2 | 2.0% |
묘산-쌍림 | 2 | 2.0% |
쌍림-고령 | 2 | 2.0% |
Other values (38) | 76 |
연장((km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 41.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.176 |
Minimum | 1.3 |
---|---|
Maximum | 27.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.3 |
---|---|
5-th percentile | 1.8 |
Q1 | 5.9 |
median | 8.25 |
Q3 | 11.4 |
95-th percentile | 22.1 |
Maximum | 27.8 |
Range | 26.5 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 5.7322606 |
---|---|
Coefficient of variation (CV) | 0.62470147 |
Kurtosis | 1.7777737 |
Mean | 9.176 |
Median Absolute Deviation (MAD) | 3.05 |
Skewness | 1.1610831 |
Sum | 917.6 |
Variance | 32.858812 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.6 | 8 | 8.0% |
11.2 | 6 | 6.0% |
6.4 | 4 | 4.0% |
2.1 | 4 | 4.0% |
6.2 | 4 | 4.0% |
2.4 | 4 | 4.0% |
8.2 | 2 | 2.0% |
6.8 | 2 | 2.0% |
5.9 | 2 | 2.0% |
10.5 | 2 | 2.0% |
Other values (31) | 62 |
Value | Count | Frequency (%) |
1.3 | 2 | |
1.4 | 2 | |
1.8 | 2 | |
2.1 | 4 | |
2.2 | 2 | |
2.4 | 4 | |
3.8 | 2 | |
4.1 | 2 | |
4.7 | 2 | |
4.8 | 2 |
Value | Count | Frequency (%) |
27.8 | 2 | |
24.2 | 2 | |
22.1 | 2 | |
20.6 | 2 | |
15.8 | 2 | |
14.4 | 2 | |
14.2 | 2 | |
13.5 | 2 | |
12.3 | 2 | |
12.0 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210101 |
---|---|
2nd row | 20210101 |
3rd row | 20210101 |
4th row | 20210101 |
5th row | 20210101 |
Common Values
Value | Count | Frequency (%) |
20210101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210101 | 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 | 36.112147 |
Minimum | 35.65543 |
---|---|
Maximum | 36.99828 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 35.65543 |
---|---|
5-th percentile | 35.68369 |
Q1 | 35.80916 |
median | 36.036925 |
Q3 | 36.33873 |
95-th percentile | 36.76527 |
Maximum | 36.99828 |
Range | 1.34285 |
Interquartile range (IQR) | 0.52957 |
Descriptive statistics
Standard deviation | 0.34732091 |
---|---|
Coefficient of variation (CV) | 0.0096178415 |
Kurtosis | -0.28986158 |
Mean | 36.112147 |
Median Absolute Deviation (MAD) | 0.257595 |
Skewness | 0.72722821 |
Sum | 3611.2147 |
Variance | 0.12063181 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.07278 | 2 | 2.0% |
36.32892 | 2 | 2.0% |
35.78841 | 2 | 2.0% |
36.1137 | 2 | 2.0% |
36.33873 | 2 | 2.0% |
36.40808 | 2 | 2.0% |
35.67783 | 2 | 2.0% |
35.70376 | 2 | 2.0% |
35.73646 | 2 | 2.0% |
36.73238 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
35.65543 | 2 | |
35.67783 | 2 | |
35.68369 | 2 | |
35.69757 | 2 | |
35.70376 | 2 | |
35.71373 | 2 | |
35.71695 | 2 | |
35.73116 | 2 | |
35.73646 | 2 | |
35.76368 | 2 |
Value | Count | Frequency (%) |
36.99828 | 2 | |
36.84888 | 2 | |
36.76527 | 2 | |
36.75364 | 2 | |
36.73238 | 2 | |
36.59513 | 2 | |
36.58611 | 2 | |
36.50552 | 2 | |
36.49421 | 2 | |
36.40808 | 2 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.81122 |
Minimum | 128.02544 |
---|---|
Maximum | 129.52365 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 128.02544 |
---|---|
5-th percentile | 128.13935 |
Q1 | 128.41883 |
median | 128.71618 |
Q3 | 129.26459 |
95-th percentile | 129.47131 |
Maximum | 129.52365 |
Range | 1.49821 |
Interquartile range (IQR) | 0.84576 |
Descriptive statistics
Standard deviation | 0.46493031 |
---|---|
Coefficient of variation (CV) | 0.003609393 |
Kurtosis | -1.3873763 |
Mean | 128.81122 |
Median Absolute Deviation (MAD) | 0.40509 |
Skewness | 0.046661498 |
Sum | 12881.122 |
Variance | 0.21616019 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.08611 | 2 | 2.0% |
128.70365 | 2 | 2.0% |
128.72871 | 2 | 2.0% |
128.50028 | 2 | 2.0% |
128.30572 | 2 | 2.0% |
128.23413 | 2 | 2.0% |
128.21559 | 2 | 2.0% |
128.25985 | 2 | 2.0% |
128.31646 | 2 | 2.0% |
128.53474 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
128.02544 | 2 | |
128.08611 | 2 | |
128.13935 | 2 | |
128.15515 | 2 | |
128.16946 | 2 | |
128.21559 | 2 | |
128.23413 | 2 | |
128.25985 | 2 | |
128.30572 | 2 | |
128.31646 | 2 |
Value | Count | Frequency (%) |
129.52365 | 2 | |
129.49495 | 2 | |
129.47131 | 2 | |
129.45978 | 2 | |
129.45621 | 2 | |
129.41245 | 2 | |
129.41209 | 2 | |
129.40658 | 2 | |
129.40119 | 2 | |
129.34631 | 2 |
co((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 53.0561 |
Minimum | 0 |
---|---|
Maximum | 293.8 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.7515 |
Q1 | 11.83 |
median | 34.01 |
Q3 | 77.4275 |
95-th percentile | 179.958 |
Maximum | 293.8 |
Range | 293.8 |
Interquartile range (IQR) | 65.5975 |
Descriptive statistics
Standard deviation | 57.926295 |
---|---|
Coefficient of variation (CV) | 1.0917933 |
Kurtosis | 3.5862254 |
Mean | 53.0561 |
Median Absolute Deviation (MAD) | 25.29 |
Skewness | 1.8090882 |
Sum | 5305.61 |
Variance | 3355.4556 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.05 | 2 | 2.0% |
21.12 | 2 | 2.0% |
16.7 | 1 | 1.0% |
50.01 | 1 | 1.0% |
21.64 | 1 | 1.0% |
15.0 | 1 | 1.0% |
39.73 | 1 | 1.0% |
11.13 | 1 | 1.0% |
8.18 | 1 | 1.0% |
11.85 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.65 | 1 | |
1.05 | 2 | |
1.21 | 1 | |
1.78 | 1 | |
1.98 | 1 | |
2.03 | 1 | |
2.1 | 1 | |
3.28 | 1 | |
3.57 | 1 |
Value | Count | Frequency (%) |
293.8 | 1 | |
248.58 | 1 | |
207.25 | 1 | |
191.89 | 1 | |
180.3 | 1 | |
179.94 | 1 | |
177.83 | 1 | |
151.59 | 1 | |
145.82 | 1 | |
136.47 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51.9214 |
Minimum | 0 |
---|---|
Maximum | 390.63 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.1025 |
Q1 | 7.08 |
median | 23.8 |
Q3 | 59.6075 |
95-th percentile | 198.9745 |
Maximum | 390.63 |
Range | 390.63 |
Interquartile range (IQR) | 52.5275 |
Descriptive statistics
Standard deviation | 71.0898 |
---|---|
Coefficient of variation (CV) | 1.3691811 |
Kurtosis | 6.443394 |
Mean | 51.9214 |
Median Absolute Deviation (MAD) | 19.755 |
Skewness | 2.369774 |
Sum | 5192.14 |
Variance | 5053.7597 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.55 | 2 | 2.0% |
47.62 | 2 | 2.0% |
14.01 | 1 | 1.0% |
3.79 | 1 | 1.0% |
5.39 | 1 | 1.0% |
5.53 | 1 | 1.0% |
12.74 | 1 | 1.0% |
8.1 | 1 | 1.0% |
36.54 | 1 | 1.0% |
7.14 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.32 | 1 | |
0.55 | 2 | |
0.96 | 1 | |
1.11 | 1 | |
1.32 | 1 | |
1.33 | 1 | |
1.41 | 1 | |
1.93 | 1 | |
1.96 | 1 |
Value | Count | Frequency (%) |
390.63 | 1 | |
295.44 | 1 | |
278.31 | 1 | |
235.21 | 1 | |
224.9 | 1 | |
197.61 | 1 | |
171.65 | 1 | |
151.48 | 1 | |
147.95 | 1 | |
147.05 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.542 |
Minimum | 0 |
---|---|
Maximum | 43.43 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1775 |
Q1 | 1.095 |
median | 3.56 |
Q3 | 8.545 |
95-th percentile | 20.8785 |
Maximum | 43.43 |
Range | 43.43 |
Interquartile range (IQR) | 7.45 |
Descriptive statistics
Standard deviation | 7.981173 |
---|---|
Coefficient of variation (CV) | 1.2199898 |
Kurtosis | 5.3023931 |
Mean | 6.542 |
Median Absolute Deviation (MAD) | 2.84 |
Skewness | 2.1054993 |
Sum | 654.2 |
Variance | 63.699123 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.18 | 2 | 2.0% |
1.23 | 2 | 2.0% |
3.56 | 2 | 2.0% |
1.06 | 2 | 2.0% |
0.09 | 2 | 2.0% |
2.63 | 1 | 1.0% |
8.47 | 1 | 1.0% |
0.93 | 1 | 1.0% |
2.09 | 1 | 1.0% |
1.39 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.06 | 1 | |
0.09 | 2 | |
0.13 | 1 | |
0.18 | 2 | |
0.2 | 1 | |
0.21 | 1 | |
0.32 | 1 | |
0.35 | 1 | |
0.37 | 1 |
Value | Count | Frequency (%) |
43.43 | 1 | |
35.15 | 1 | |
27.62 | 1 | |
25.4 | 1 | |
22.75 | 1 | |
20.78 | 1 | |
20.58 | 1 | |
19.73 | 1 | |
18.99 | 1 | |
18.36 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 67 |
---|---|
Distinct (%) | 67.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.8328 |
Minimum | 0 |
---|---|
Maximum | 24.24 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.28 |
median | 1.125 |
Q3 | 2.6375 |
95-th percentile | 13.2935 |
Maximum | 24.24 |
Range | 24.24 |
Interquartile range (IQR) | 2.3575 |
Descriptive statistics
Standard deviation | 4.4450417 |
---|---|
Coefficient of variation (CV) | 1.5691336 |
Kurtosis | 7.7816623 |
Mean | 2.8328 |
Median Absolute Deviation (MAD) | 0.86 |
Skewness | 2.6727688 |
Sum | 283.28 |
Variance | 19.758396 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.27 | 6 | 6.0% |
0.13 | 6 | 6.0% |
0.14 | 6 | 6.0% |
0.28 | 6 | 6.0% |
0.0 | 6 | 6.0% |
0.4 | 3 | 3.0% |
0.83 | 2 | 2.0% |
1.21 | 2 | 2.0% |
1.75 | 2 | 2.0% |
4.78 | 2 | 2.0% |
Other values (57) | 59 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.13 | 6 | |
0.14 | 6 | |
0.27 | 6 | |
0.28 | 6 | |
0.4 | 3 | |
0.41 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.54 | 1 | 1.0% |
0.56 | 1 | 1.0% |
Value | Count | Frequency (%) |
24.24 | 1 | |
18.88 | 1 | |
18.05 | 1 | |
16.04 | 1 | |
13.36 | 1 | |
13.29 | 1 | |
9.93 | 1 | |
9.84 | 1 | |
9.22 | 1 | |
8.26 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13366.598 |
Minimum | 0 |
---|---|
Maximum | 68831.49 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 455.704 |
Q1 | 3080.6625 |
median | 8861.43 |
Q3 | 19917.865 |
95-th percentile | 45444.354 |
Maximum | 68831.49 |
Range | 68831.49 |
Interquartile range (IQR) | 16837.202 |
Descriptive statistics
Standard deviation | 14482.599 |
---|---|
Coefficient of variation (CV) | 1.0834917 |
Kurtosis | 2.6638965 |
Mean | 13366.598 |
Median Absolute Deviation (MAD) | 6458.125 |
Skewness | 1.6642802 |
Sum | 1336659.8 |
Variance | 2.0974566 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
277.37 | 2 | 2.0% |
3813.46 | 1 | 1.0% |
10752.5 | 1 | 1.0% |
2357.7 | 1 | 1.0% |
5228.92 | 1 | 1.0% |
3587.16 | 1 | 1.0% |
9063.92 | 1 | 1.0% |
2938.63 | 1 | 1.0% |
2162.74 | 1 | 1.0% |
3133.54 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
0.0 | 1 | |
153.68 | 1 | |
277.37 | 2 | |
318.6 | 1 | |
462.92 | 1 | |
487.28 | 1 | |
492.91 | 1 | |
554.74 | 1 | |
794.65 | 1 | |
922.09 | 1 |
Value | Count | Frequency (%) |
68831.49 | 1 | |
60269.08 | 1 | |
52123.87 | 1 | |
49501.55 | 1 | |
47277.36 | 1 | |
45347.88 | 1 | |
41978.5 | 1 | |
38772.87 | 1 | |
37189.61 | 1 | |
37161.43 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 49 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
경북 경주 양북 안동 | 4 |
---|---|
경북 청도 운문 대천 | 2 |
경북 안동 일직 원호 | 2 |
경북 상주 외서 연봉 | 2 |
경북 김천 봉산 태화 | 2 |
Other values (44) |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.96 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 경북 김천 구성 하강 |
---|---|
2nd row | 경북 김천 구성 하강 |
3rd row | 경북 상주 청리 원장 |
4th row | 경북 상주 청리 원장 |
5th row | 경북 상주 외서 연봉 |
Common Values
Value | Count | Frequency (%) |
경북 경주 양북 안동 | 4 | 4.0% |
경북 청도 운문 대천 | 2 | 2.0% |
경북 안동 일직 원호 | 2 | 2.0% |
경북 상주 외서 연봉 | 2 | 2.0% |
경북 김천 봉산 태화 | 2 | 2.0% |
경북 칠곡 왜관 왜관 | 2 | 2.0% |
경북 영천 북안 유하 | 2 | 2.0% |
경북 달성 현풍 성하 | 2 | 2.0% |
경북 달성 논공 위천 | 2 | 2.0% |
경북 칠곡 가산 천평 | 2 | 2.0% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
경북 | 100 | |
경주 | 14 | 3.5% |
포항 | 14 | 3.5% |
의성 | 10 | 2.5% |
영천 | 6 | 1.5% |
안동 | 6 | 1.5% |
청도 | 6 | 1.5% |
고령 | 6 | 1.5% |
울진 | 6 | 1.5% |
상주 | 6 | 1.5% |
Other values (100) | 226 |
기본키 | 지점 | 방향 | 측정구간 | 연장((km)) | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 1.000 | 0.565 | 0.653 | 0.934 | 0.610 | 0.444 | 0.303 | 0.304 | 0.483 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.742 | 0.727 | 0.401 | 0.701 | 0.686 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.101 | 0.000 | 0.086 | 0.000 | 0.128 | 0.000 |
측정구간 | 1.000 | 1.000 | 0.000 | 1.000 | 0.982 | 1.000 | 1.000 | 0.733 | 0.760 | 0.528 | 0.744 | 0.649 | 1.000 |
연장((km)) | 0.565 | 1.000 | 0.000 | 0.982 | 1.000 | 0.746 | 0.625 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.992 |
좌표위치위도((°)) | 0.653 | 1.000 | 0.000 | 1.000 | 0.746 | 1.000 | 0.696 | 0.232 | 0.657 | 0.261 | 0.511 | 0.356 | 1.000 |
좌표위치경도((°)) | 0.934 | 1.000 | 0.000 | 1.000 | 0.625 | 0.696 | 1.000 | 0.000 | 0.389 | 0.213 | 0.330 | 0.000 | 1.000 |
co((g/km)) | 0.610 | 0.742 | 0.101 | 0.733 | 0.000 | 0.232 | 0.000 | 1.000 | 0.892 | 0.902 | 0.850 | 0.989 | 0.730 |
nox((g/km)) | 0.444 | 0.727 | 0.000 | 0.760 | 0.000 | 0.657 | 0.389 | 0.892 | 1.000 | 0.981 | 0.983 | 0.895 | 0.743 |
hc((g/km)) | 0.303 | 0.401 | 0.086 | 0.528 | 0.000 | 0.261 | 0.213 | 0.902 | 0.981 | 1.000 | 0.976 | 0.912 | 0.487 |
pm((g/km)) | 0.304 | 0.701 | 0.000 | 0.744 | 0.000 | 0.511 | 0.330 | 0.850 | 0.983 | 0.976 | 1.000 | 0.855 | 0.728 |
co2((g/km)) | 0.483 | 0.686 | 0.128 | 0.649 | 0.000 | 0.356 | 0.000 | 0.989 | 0.895 | 0.912 | 0.855 | 1.000 | 0.675 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.992 | 1.000 | 1.000 | 0.730 | 0.743 | 0.487 | 0.728 | 0.675 | 1.000 |
측정구간 | 방향 | 주소 | |
---|---|---|---|
측정구간 | 1.000 | 0.000 | 0.990 |
방향 | 0.000 | 1.000 | 0.000 |
주소 | 0.990 | 0.000 | 1.000 |
기본키 | 연장((km)) | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 방향 | 측정구간 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | -0.112 | -0.072 | 0.302 | -0.185 | -0.185 | -0.171 | -0.156 | -0.187 | 0.000 | 0.760 | 0.753 |
연장((km)) | -0.112 | 1.000 | 0.067 | -0.033 | -0.049 | -0.019 | -0.027 | -0.052 | -0.052 | 0.000 | 0.650 | 0.696 |
좌표위치위도((°)) | -0.072 | 0.067 | 1.000 | -0.133 | -0.011 | 0.022 | 0.020 | 0.058 | -0.019 | 0.000 | 0.756 | 0.749 |
좌표위치경도((°)) | 0.302 | -0.033 | -0.133 | 1.000 | 0.447 | 0.397 | 0.405 | 0.291 | 0.456 | 0.000 | 0.760 | 0.753 |
co((g/km)) | -0.185 | -0.049 | -0.011 | 0.447 | 1.000 | 0.977 | 0.984 | 0.912 | 0.998 | 0.068 | 0.258 | 0.251 |
nox((g/km)) | -0.185 | -0.019 | 0.022 | 0.397 | 0.977 | 1.000 | 0.997 | 0.964 | 0.975 | 0.000 | 0.287 | 0.273 |
hc((g/km)) | -0.171 | -0.027 | 0.020 | 0.405 | 0.984 | 0.997 | 1.000 | 0.956 | 0.979 | 0.078 | 0.149 | 0.129 |
pm((g/km)) | -0.156 | -0.052 | 0.058 | 0.291 | 0.912 | 0.964 | 0.956 | 1.000 | 0.909 | 0.000 | 0.275 | 0.261 |
co2((g/km)) | -0.187 | -0.052 | -0.019 | 0.456 | 0.998 | 0.975 | 0.979 | 0.909 | 1.000 | 0.089 | 0.204 | 0.215 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.068 | 0.000 | 0.078 | 0.000 | 0.089 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.760 | 0.650 | 0.756 | 0.760 | 0.258 | 0.287 | 0.149 | 0.275 | 0.204 | 0.000 | 1.000 | 0.990 |
주소 | 0.753 | 0.696 | 0.749 | 0.753 | 0.251 | 0.273 | 0.129 | 0.261 | 0.215 | 0.000 | 0.990 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장((km)) | 측정일 | 측정시간 | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0314-0] | 1 | 구성-김천 | 11.4 | 20210101 | 1 | 36.07278 | 128.08611 | 16.7 | 14.01 | 2.18 | 0.96 | 3813.46 | 경북 김천 구성 하강 |
1 | 2 | 건기연 | [0314-0] | 2 | 구성-김천 | 11.4 | 20210101 | 1 | 36.07278 | 128.08611 | 11.22 | 7.24 | 1.14 | 0.67 | 2743.77 | 경북 김천 구성 하강 |
2 | 3 | 건기연 | [0317-0] | 1 | 공성-상주 | 11.9 | 20210101 | 1 | 36.35299 | 128.13935 | 8.02 | 4.56 | 0.7 | 0.13 | 2121.51 | 경북 상주 청리 원장 |
3 | 4 | 건기연 | [0317-0] | 2 | 공성-상주 | 11.9 | 20210101 | 1 | 36.35299 | 128.13935 | 13.07 | 6.87 | 1.2 | 0.14 | 3105.51 | 경북 상주 청리 원장 |
4 | 5 | 건기연 | [0318-0] | 1 | 상주-함창 | 14.4 | 20210101 | 1 | 36.50552 | 128.16946 | 56.21 | 47.62 | 6.12 | 2.55 | 14232.4 | 경북 상주 외서 연봉 |
5 | 6 | 건기연 | [0318-0] | 2 | 상주-함창 | 14.4 | 20210101 | 1 | 36.50552 | 128.16946 | 45.21 | 40.91 | 5.12 | 2.25 | 11353.71 | 경북 상주 외서 연봉 |
6 | 7 | 건기연 | [0410-2] | 1 | 추풍령-김천 | 1.8 | 20210101 | 1 | 36.14659 | 128.02544 | 12.14 | 8.62 | 1.23 | 0.94 | 3201.02 | 경북 김천 봉산 태화 |
7 | 8 | 건기연 | [0410-2] | 2 | 추풍령-김천 | 1.8 | 20210101 | 1 | 36.14659 | 128.02544 | 18.9 | 16.89 | 2.48 | 1.51 | 4702.26 | 경북 김천 봉산 태화 |
8 | 9 | 건기연 | [0415-1] | 1 | 성주-대구 | 3.8 | 20210101 | 1 | 35.98385 | 128.41106 | 73.66 | 56.32 | 8.0 | 2.9 | 18751.44 | 경북 칠곡 왜관 왜관 |
9 | 10 | 건기연 | [0415-1] | 2 | 성주-대구 | 3.8 | 20210101 | 1 | 35.98385 | 128.41106 | 83.21 | 63.63 | 8.99 | 3.61 | 21207.12 | 경북 칠곡 왜관 왜관 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장((km)) | 측정일 | 측정시간 | 좌표위치위도((°)) | 좌표위치경도((°)) | co((g/km)) | nox((g/km)) | hc((g/km)) | pm((g/km)) | co2((g/km)) | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [3106-0] | 1 | 양포-동해 | 6.9 | 20210101 | 1 | 35.98043 | 129.49495 | 207.25 | 129.84 | 20.58 | 6.71 | 49501.55 | 경북 포항 동해 상정 |
91 | 92 | 건기연 | [3106-0] | 2 | 양포-동해 | 6.9 | 20210101 | 1 | 35.98043 | 129.49495 | 293.8 | 235.21 | 35.15 | 18.05 | 68831.49 | 경북 포항 동해 상정 |
92 | 93 | 건기연 | [3106-2] | 1 | 연일-구룡포 | 4.7 | 20210101 | 1 | 35.98322 | 129.45978 | 179.94 | 114.71 | 16.49 | 4.78 | 47277.36 | 경북 포항 동해 신정 |
93 | 94 | 건기연 | [3106-2] | 2 | 연일-구룡포 | 4.7 | 20210101 | 1 | 35.98322 | 129.45978 | 81.89 | 54.77 | 7.97 | 1.92 | 21259.98 | 경북 포항 동해 신정 |
94 | 95 | 건기연 | [3107-2] | 1 | 기계-포항 | 2.4 | 20210101 | 1 | 36.06326 | 129.22771 | 21.12 | 12.07 | 2.01 | 0.56 | 5045.3 | 경북 포항 기계 내단 |
95 | 96 | 건기연 | [3107-2] | 2 | 기계-포항 | 2.4 | 20210101 | 1 | 36.06326 | 129.22771 | 24.72 | 21.59 | 2.63 | 1.69 | 6323.73 | 경북 포항 기계 내단 |
96 | 97 | 건기연 | [3109-1] | 1 | 죽장-부남 | 20.6 | 20210101 | 1 | 36.2488 | 129.04049 | 2.03 | 1.41 | 0.21 | 0.14 | 492.91 | 경북 청송 현동 눌인 |
97 | 98 | 건기연 | [3109-1] | 2 | 죽장-부남 | 20.6 | 20210101 | 1 | 36.2488 | 129.04049 | 0.65 | 0.32 | 0.06 | 0.0 | 153.68 | 경북 청송 현동 눌인 |
98 | 99 | 건기연 | [3109-2] | 1 | 현동-청운 | 11.2 | 20210101 | 1 | 36.28967 | 129.03608 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 경북 청송 현동 도평 |
99 | 100 | 건기연 | [3109-2] | 2 | 현동-청운 | 11.2 | 20210101 | 1 | 36.28967 | 129.03608 | 3.57 | 2.65 | 0.37 | 0.28 | 925.84 | 경북 청송 현동 도평 |