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 |
co((g/km)) has 3 (3.0%) zeros | Zeros |
nox((g/km)) has 3 (3.0%) zeros | Zeros |
hc((g/km)) has 3 (3.0%) zeros | Zeros |
pm((g/km)) has 9 (9.0%) zeros | Zeros |
co2((g/km)) has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:09:12.568002 |
---|---|
Analysis finished | 2023-12-10 12:09:24.254910 |
Duration | 11.69 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% |
2804-2 | 2 | 2.0% |
3109-1 | 2 | 2.0% |
2018-0 | 2 | 2.0% |
2508-0 | 2 | 2.0% |
2512-4 | 2 | 2.0% |
2513-0 | 2 | 2.0% |
2613-3 | 2 | 2.0% |
2613-4 | 2 | 2.0% |
2614-3 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 134 | |
1 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 74 | |
3 | 46 | 5.8% |
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 | 134 | |
1 | 110 | |
2 | 74 | |
3 | 46 | 9.2% |
5 | 30 | 6.0% |
4 | 28 | 5.6% |
8 | 26 | 5.2% |
7 | 26 | 5.2% |
6 | 18 | 3.6% |
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 | 800 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 134 | |
1 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 74 | |
3 | 46 | 5.8% |
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 | 134 | |
1 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 74 | |
3 | 46 | 5.8% |
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% |
안계-봉양 | 2 | 2.0% |
구성-김천 | 2 | 2.0% |
영천-의성 | 2 | 2.0% |
선산-낙동 | 2 | 2.0% |
상주-낙동 | 2 | 2.0% |
묘산-쌍림 | 2 | 2.0% |
쌍림-고령 | 2 | 2.0% |
고령-성산 | 2 | 2.0% |
Other values (38) | 76 |
연장((km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 43 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.046 |
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 | 4.9 |
median | 8.1 |
Q3 | 11.4 |
95-th percentile | 22.1 |
Maximum | 27.8 |
Range | 26.5 |
Interquartile range (IQR) | 6.5 |
Descriptive statistics
Standard deviation | 5.757883 |
---|---|
Coefficient of variation (CV) | 0.63651149 |
Kurtosis | 1.8083523 |
Mean | 9.046 |
Median Absolute Deviation (MAD) | 3.25 |
Skewness | 1.2048275 |
Sum | 904.6 |
Variance | 33.153216 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.6 | 8 | 8.0% |
6.4 | 4 | 4.0% |
2.1 | 4 | 4.0% |
2.4 | 4 | 4.0% |
11.2 | 4 | 4.0% |
10.4 | 2 | 2.0% |
5.9 | 2 | 2.0% |
10.5 | 2 | 2.0% |
11.6 | 2 | 2.0% |
9.2 | 2 | 2.0% |
Other values (33) | 66 |
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 |
20210201 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210201 |
---|---|
2nd row | 20210201 |
3rd row | 20210201 |
4th row | 20210201 |
5th row | 20210201 |
Common Values
Value | Count | Frequency (%) |
20210201 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210201 | 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 | 36.115767 |
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 | 36.01706 |
Q3 | 36.35299 |
95-th percentile | 36.76527 |
Maximum | 36.99828 |
Range | 1.34285 |
Interquartile range (IQR) | 0.54383 |
Descriptive statistics
Standard deviation | 0.35356797 |
---|---|
Coefficient of variation (CV) | 0.0097898509 |
Kurtosis | -0.43965038 |
Mean | 36.115767 |
Median Absolute Deviation (MAD) | 0.26699 |
Skewness | 0.70722182 |
Sum | 3611.5767 |
Variance | 0.12501031 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.07278 | 2 | 2.0% |
36.04086 | 2 | 2.0% |
35.78841 | 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% |
36.59513 | 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 | |
36.59556 | 2 | |
36.59513 | 2 | |
36.58611 | 2 | |
36.50552 | 2 | |
36.49421 | 2 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.82864 |
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 | 128.76473 |
Q3 | 129.30673 |
95-th percentile | 129.47131 |
Maximum | 129.52365 |
Range | 1.49821 |
Interquartile range (IQR) | 0.8879 |
Descriptive statistics
Standard deviation | 0.46868387 |
---|---|
Coefficient of variation (CV) | 0.0036380409 |
Kurtosis | -1.4175525 |
Mean | 128.82864 |
Median Absolute Deviation (MAD) | 0.460995 |
Skewness | -0.033810343 |
Sum | 12882.864 |
Variance | 0.21966457 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.08611 | 2 | 2.0% |
128.80075 | 2 | 2.0% |
128.72871 | 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% |
128.41883 | 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
  ZEROS
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.1093 |
Minimum | 0 |
---|---|
Maximum | 147.11 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.52 |
Q1 | 8.7825 |
median | 25.315 |
Q3 | 47.015 |
95-th percentile | 84.2365 |
Maximum | 147.11 |
Range | 147.11 |
Interquartile range (IQR) | 38.2325 |
Descriptive statistics
Standard deviation | 29.830806 |
---|---|
Coefficient of variation (CV) | 0.90097967 |
Kurtosis | 2.1056418 |
Mean | 33.1093 |
Median Absolute Deviation (MAD) | 18.74 |
Skewness | 1.3296578 |
Sum | 3310.93 |
Variance | 889.87699 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
0.52 | 3 | 3.0% |
12.48 | 1 | 1.0% |
21.12 | 1 | 1.0% |
5.66 | 1 | 1.0% |
4.55 | 1 | 1.0% |
7.28 | 1 | 1.0% |
19.36 | 1 | 1.0% |
24.08 | 1 | 1.0% |
44.19 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.52 | 3 | |
0.65 | 1 | 1.0% |
1.05 | 1 | 1.0% |
1.73 | 1 | 1.0% |
1.78 | 1 | 1.0% |
2.1 | 1 | 1.0% |
2.31 | 1 | 1.0% |
2.83 | 1 | 1.0% |
2.94 | 1 | 1.0% |
Value | Count | Frequency (%) |
147.11 | 1 | |
129.38 | 1 | |
107.54 | 1 | |
103.82 | 1 | |
89.68 | 1 | |
83.95 | 1 | |
83.14 | 1 | |
83.03 | 1 | |
81.0 | 1 | |
80.89 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.0896 |
Minimum | 0 |
---|---|
Maximum | 137.84 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.28 |
Q1 | 6.615 |
median | 20.955 |
Q3 | 42.0125 |
95-th percentile | 104.2045 |
Maximum | 137.84 |
Range | 137.84 |
Interquartile range (IQR) | 35.3975 |
Descriptive statistics
Standard deviation | 32.06267 |
---|---|
Coefficient of variation (CV) | 1.0312989 |
Kurtosis | 1.5732375 |
Mean | 31.0896 |
Median Absolute Deviation (MAD) | 16.845 |
Skewness | 1.4175064 |
Sum | 3108.96 |
Variance | 1028.0148 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
0.28 | 3 | 3.0% |
7.53 | 1 | 1.0% |
19.98 | 1 | 1.0% |
3.76 | 1 | 1.0% |
6.85 | 1 | 1.0% |
8.54 | 1 | 1.0% |
16.1 | 1 | 1.0% |
18.59 | 1 | 1.0% |
48.41 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.28 | 3 | |
0.32 | 1 | 1.0% |
0.55 | 1 | 1.0% |
1.11 | 1 | 1.0% |
1.23 | 1 | 1.0% |
1.33 | 1 | 1.0% |
1.6 | 1 | 1.0% |
1.88 | 1 | 1.0% |
2.19 | 1 | 1.0% |
Value | Count | Frequency (%) |
137.84 | 1 | |
123.0 | 1 | |
122.62 | 1 | |
112.65 | 1 | |
106.76 | 1 | |
104.07 | 1 | |
95.13 | 1 | |
93.88 | 1 | |
83.75 | 1 | |
81.97 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 91 |
---|---|
Distinct (%) | 91.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.2438 |
Minimum | 0 |
---|---|
Maximum | 15.45 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.04 |
Q1 | 0.99 |
median | 3.06 |
Q3 | 6.3 |
95-th percentile | 12.56 |
Maximum | 15.45 |
Range | 15.45 |
Interquartile range (IQR) | 5.31 |
Descriptive statistics
Standard deviation | 4.0078501 |
---|---|
Coefficient of variation (CV) | 0.94440126 |
Kurtosis | 0.69726581 |
Mean | 4.2438 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 1.1307974 |
Sum | 424.38 |
Variance | 16.062862 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.04 | 3 | 3.0% |
0.18 | 3 | 3.0% |
0.0 | 3 | 3.0% |
5.24 | 2 | 2.0% |
6.87 | 2 | 2.0% |
1.73 | 2 | 2.0% |
1.22 | 1 | 1.0% |
2.39 | 1 | 1.0% |
2.78 | 1 | 1.0% |
2.98 | 1 | 1.0% |
Other values (81) | 81 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.04 | 3 | |
0.06 | 1 | 1.0% |
0.09 | 1 | 1.0% |
0.18 | 3 | |
0.23 | 1 | 1.0% |
0.27 | 1 | 1.0% |
0.31 | 1 | 1.0% |
0.43 | 1 | 1.0% |
0.44 | 1 | 1.0% |
Value | Count | Frequency (%) |
15.45 | 1 | |
15.42 | 1 | |
15.35 | 1 | |
14.34 | 1 | |
13.7 | 1 | |
12.5 | 1 | |
12.12 | 1 | |
11.48 | 1 | |
11.18 | 1 | |
10.91 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 69 |
---|---|
Distinct (%) | 69.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8104 |
Minimum | 0 |
---|---|
Maximum | 8.48 |
Zeros | 9 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.41 |
median | 1.285 |
Q3 | 2.3 |
95-th percentile | 5.149 |
Maximum | 8.48 |
Range | 8.48 |
Interquartile range (IQR) | 1.89 |
Descriptive statistics
Standard deviation | 1.8915201 |
---|---|
Coefficient of variation (CV) | 1.0448078 |
Kurtosis | 2.5084715 |
Mean | 1.8104 |
Median Absolute Deviation (MAD) | 0.92 |
Skewness | 1.5987036 |
Sum | 181.04 |
Variance | 3.5778483 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 9.0% |
0.28 | 4 | 4.0% |
0.14 | 4 | 4.0% |
1.19 | 3 | 3.0% |
1.72 | 2 | 2.0% |
2.2 | 2 | 2.0% |
5.13 | 2 | 2.0% |
0.27 | 2 | 2.0% |
1.46 | 2 | 2.0% |
0.8 | 2 | 2.0% |
Other values (59) | 68 |
Value | Count | Frequency (%) |
0.0 | 9 | |
0.13 | 2 | 2.0% |
0.14 | 4 | |
0.27 | 2 | 2.0% |
0.28 | 4 | |
0.39 | 1 | 1.0% |
0.4 | 2 | 2.0% |
0.41 | 2 | 2.0% |
0.42 | 2 | 2.0% |
0.44 | 2 | 2.0% |
Value | Count | Frequency (%) |
8.48 | 1 | |
8.37 | 1 | |
7.55 | 1 | |
6.78 | 1 | |
5.51 | 1 | |
5.13 | 2 | |
4.97 | 1 | |
4.87 | 1 | |
4.76 | 1 | |
4.67 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 96 |
---|---|
Distinct (%) | 96.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8036.4113 |
Minimum | 0 |
---|---|
Maximum | 34492.95 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 138.68 |
Q1 | 2257.885 |
median | 6361.815 |
Q3 | 10786.485 |
95-th percentile | 21046.889 |
Maximum | 34492.95 |
Range | 34492.95 |
Interquartile range (IQR) | 8528.6 |
Descriptive statistics
Standard deviation | 7265.9963 |
---|---|
Coefficient of variation (CV) | 0.90413444 |
Kurtosis | 2.1209722 |
Mean | 8036.4113 |
Median Absolute Deviation (MAD) | 4303.565 |
Skewness | 1.3662833 |
Sum | 803641.13 |
Variance | 52794702 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
138.68 | 3 | 3.0% |
3024.9 | 1 | 1.0% |
4705.02 | 1 | 1.0% |
1480.58 | 1 | 1.0% |
910.9 | 1 | 1.0% |
1639.93 | 1 | 1.0% |
4860.99 | 1 | 1.0% |
6109.15 | 1 | 1.0% |
10306.9 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
138.68 | 3 | |
153.68 | 1 | 1.0% |
277.37 | 1 | 1.0% |
457.29 | 1 | 1.0% |
462.92 | 1 | 1.0% |
554.74 | 1 | 1.0% |
601.6 | 1 | 1.0% |
740.29 | 1 | 1.0% |
775.89 | 1 | 1.0% |
Value | Count | Frequency (%) |
34492.95 | 1 | |
32614.25 | 1 | |
27799.19 | 1 | |
25066.8 | 1 | |
21640.62 | 1 | |
21015.64 | 1 | |
20788.56 | 1 | |
20147.92 | 1 | |
20025.83 | 1 | |
19810.14 | 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 | |
포항 | 16 | 4.0% |
경주 | 14 | 3.5% |
의성 | 10 | 2.5% |
고령 | 6 | 1.5% |
안동 | 6 | 1.5% |
청도 | 6 | 1.5% |
연일 | 6 | 1.5% |
상주 | 6 | 1.5% |
영천 | 6 | 1.5% |
Other values (100) | 224 |
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 | 0.591 | 0.769 | 0.919 | 0.566 | 0.581 | 0.553 | 0.535 | 0.573 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.876 | 0.827 | 0.899 | 0.819 | 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 | 0.000 | 0.000 |
측정구간 | 1.000 | 1.000 | 0.000 | 1.000 | 0.981 | 1.000 | 1.000 | 0.864 | 0.805 | 0.865 | 0.811 | 0.926 | 1.000 |
연장((km)) | 0.591 | 1.000 | 0.000 | 0.981 | 1.000 | 0.634 | 0.642 | 0.000 | 0.270 | 0.306 | 0.149 | 0.000 | 0.992 |
좌표위치위도((°)) | 0.769 | 1.000 | 0.000 | 1.000 | 0.634 | 1.000 | 0.825 | 0.000 | 0.477 | 0.493 | 0.464 | 0.000 | 1.000 |
좌표위치경도((°)) | 0.919 | 1.000 | 0.000 | 1.000 | 0.642 | 0.825 | 1.000 | 0.538 | 0.515 | 0.534 | 0.339 | 0.527 | 1.000 |
co((g/km)) | 0.566 | 0.876 | 0.000 | 0.864 | 0.000 | 0.000 | 0.538 | 1.000 | 0.948 | 0.943 | 0.913 | 0.990 | 0.864 |
nox((g/km)) | 0.581 | 0.827 | 0.000 | 0.805 | 0.270 | 0.477 | 0.515 | 0.948 | 1.000 | 0.964 | 0.977 | 0.959 | 0.821 |
hc((g/km)) | 0.553 | 0.899 | 0.000 | 0.865 | 0.306 | 0.493 | 0.534 | 0.943 | 0.964 | 1.000 | 0.931 | 0.958 | 0.886 |
pm((g/km)) | 0.535 | 0.819 | 0.000 | 0.811 | 0.149 | 0.464 | 0.339 | 0.913 | 0.977 | 0.931 | 1.000 | 0.919 | 0.813 |
co2((g/km)) | 0.573 | 0.940 | 0.000 | 0.926 | 0.000 | 0.000 | 0.527 | 0.990 | 0.959 | 0.958 | 0.919 | 1.000 | 0.928 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.992 | 1.000 | 1.000 | 0.864 | 0.821 | 0.886 | 0.813 | 0.928 | 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 | -0.169 | -0.049 | 0.337 | -0.288 | -0.300 | -0.290 | -0.335 | -0.287 | 0.000 | 0.760 | 0.753 |
연장((km)) | -0.169 | 1.000 | 0.028 | -0.072 | 0.027 | 0.059 | 0.044 | 0.073 | 0.027 | 0.000 | 0.649 | 0.696 |
좌표위치위도((°)) | -0.049 | 0.028 | 1.000 | -0.114 | -0.002 | -0.005 | -0.012 | 0.016 | -0.001 | 0.000 | 0.760 | 0.753 |
좌표위치경도((°)) | 0.337 | -0.072 | -0.114 | 1.000 | 0.122 | 0.088 | 0.092 | 0.003 | 0.130 | 0.000 | 0.760 | 0.753 |
co((g/km)) | -0.288 | 0.027 | -0.002 | 0.122 | 1.000 | 0.981 | 0.987 | 0.959 | 0.997 | 0.000 | 0.385 | 0.380 |
nox((g/km)) | -0.300 | 0.059 | -0.005 | 0.088 | 0.981 | 1.000 | 0.996 | 0.986 | 0.978 | 0.000 | 0.318 | 0.330 |
hc((g/km)) | -0.290 | 0.044 | -0.012 | 0.092 | 0.987 | 0.996 | 1.000 | 0.981 | 0.981 | 0.000 | 0.384 | 0.409 |
pm((g/km)) | -0.335 | 0.073 | 0.016 | 0.003 | 0.959 | 0.986 | 0.981 | 1.000 | 0.956 | 0.000 | 0.358 | 0.358 |
co2((g/km)) | -0.287 | 0.027 | -0.001 | 0.130 | 0.997 | 0.978 | 0.981 | 0.956 | 1.000 | 0.000 | 0.489 | 0.485 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.760 | 0.649 | 0.760 | 0.760 | 0.385 | 0.318 | 0.384 | 0.358 | 0.489 | 0.000 | 1.000 | 0.990 |
주소 | 0.753 | 0.696 | 0.753 | 0.753 | 0.380 | 0.330 | 0.409 | 0.358 | 0.485 | 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 | 20210201 | 1 | 36.07278 | 128.08611 | 12.48 | 7.53 | 1.22 | 0.54 | 3024.9 | 경북 김천 구성 하강 |
1 | 2 | 건기연 | [0314-0] | 2 | 구성-김천 | 11.4 | 20210201 | 1 | 36.07278 | 128.08611 | 11.7 | 7.51 | 1.11 | 0.54 | 3082.95 | 경북 김천 구성 하강 |
2 | 3 | 건기연 | [0317-0] | 1 | 공성-상주 | 11.9 | 20210201 | 1 | 36.35299 | 128.13935 | 22.49 | 22.35 | 3.34 | 1.55 | 5356.42 | 경북 상주 청리 원장 |
3 | 4 | 건기연 | [0317-0] | 2 | 공성-상주 | 11.9 | 20210201 | 1 | 36.35299 | 128.13935 | 35.36 | 29.15 | 4.63 | 1.94 | 8104.01 | 경북 상주 청리 원장 |
4 | 5 | 건기연 | [0318-0] | 1 | 상주-함창 | 14.4 | 20210201 | 1 | 36.50552 | 128.16946 | 48.68 | 52.11 | 6.76 | 3.5 | 11734.26 | 경북 상주 외서 연봉 |
5 | 6 | 건기연 | [0318-0] | 2 | 상주-함창 | 14.4 | 20210201 | 1 | 36.50552 | 128.16946 | 41.66 | 41.6 | 5.74 | 2.91 | 10141.11 | 경북 상주 외서 연봉 |
6 | 7 | 건기연 | [0410-2] | 1 | 추풍령-김천 | 1.8 | 20210201 | 1 | 36.14659 | 128.02544 | 7.92 | 5.27 | 0.77 | 0.41 | 2076.55 | 경북 김천 봉산 태화 |
7 | 8 | 건기연 | [0410-2] | 2 | 추풍령-김천 | 1.8 | 20210201 | 1 | 36.14659 | 128.02544 | 8.7 | 5.52 | 0.87 | 0.42 | 2093.47 | 경북 김천 봉산 태화 |
8 | 9 | 건기연 | [0415-1] | 1 | 성주-대구 | 3.8 | 20210201 | 1 | 35.98385 | 128.41106 | 83.95 | 83.75 | 12.12 | 5.51 | 20147.92 | 경북 칠곡 왜관 왜관 |
9 | 10 | 건기연 | [0415-1] | 2 | 성주-대구 | 3.8 | 20210201 | 1 | 35.98385 | 128.41106 | 83.03 | 72.05 | 10.91 | 4.76 | 19031.31 | 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 | [3106-2] | 1 | 연일-구룡포 | 4.7 | 20210201 | 1 | 35.98322 | 129.45978 | 25.75 | 14.77 | 2.46 | 0.7 | 6152.94 | 경북 포항 동해 신정 |
91 | 92 | 건기연 | [3106-2] | 2 | 연일-구룡포 | 4.7 | 20210201 | 1 | 35.98322 | 129.45978 | 18.16 | 9.9 | 1.7 | 0.39 | 4392.63 | 경북 포항 동해 신정 |
92 | 93 | 건기연 | [3106-5] | 1 | 유강-광명 | 4.9 | 20210201 | 1 | 35.98878 | 129.32144 | 107.54 | 137.84 | 15.42 | 8.48 | 27799.19 | 경북 포항 연일 중단 |
93 | 94 | 건기연 | [3106-5] | 2 | 유강-광명 | 4.9 | 20210201 | 1 | 35.98878 | 129.32144 | 80.83 | 93.88 | 11.48 | 6.78 | 20788.56 | 경북 포항 연일 중단 |
94 | 95 | 건기연 | [3107-2] | 1 | 기계-포항 | 2.4 | 20210201 | 1 | 36.06326 | 129.22771 | 12.59 | 11.57 | 1.73 | 0.79 | 3073.07 | 경북 포항 기계 내단 |
95 | 96 | 건기연 | [3107-2] | 2 | 기계-포항 | 2.4 | 20210201 | 1 | 36.06326 | 129.22771 | 13.02 | 8.78 | 1.28 | 0.8 | 3437.15 | 경북 포항 기계 내단 |
96 | 97 | 건기연 | [3109-1] | 1 | 죽장-부남 | 20.6 | 20210201 | 1 | 36.2488 | 129.04049 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 경북 청송 현동 눌인 |
97 | 98 | 건기연 | [3109-1] | 2 | 죽장-부남 | 20.6 | 20210201 | 1 | 36.2488 | 129.04049 | 0.52 | 0.28 | 0.04 | 0.0 | 138.68 | 경북 청송 현동 눌인 |
98 | 99 | 건기연 | [3113-1] | 1 | 진보-석보 | 6.0 | 20210201 | 1 | 36.59556 | 129.08611 | 6.09 | 3.85 | 0.57 | 0.27 | 1608.0 | 경북 영양 입암 신구 |
99 | 100 | 건기연 | [3113-1] | 2 | 진보-석보 | 6.0 | 20210201 | 1 | 36.59556 | 129.08611 | 6.71 | 4.31 | 0.63 | 0.28 | 1757.95 | 경북 영양 입암 신구 |