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=bd7008b0-4b6c-11ec-a893-4d3e48f9e980 |
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 8 (8.0%) zeros | Zeros |
co2((g/km)) has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:24:24.242744 |
---|---|
Analysis finished | 2023-12-10 12:24:34.552262 |
Duration | 10.31 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% |
3103-2 | 2 | 2.0% |
3313-0 | 2 | 2.0% |
2613-4 | 2 | 2.0% |
2614-3 | 2 | 2.0% |
2803-1 | 2 | 2.0% |
2804-2 | 2 | 2.0% |
2805-3 | 2 | 2.0% |
2808-0 | 2 | 2.0% |
2809-1 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 130 | |
1 | 114 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 68 | |
2 | 64 | |
4 | 26 | 3.2% |
5 | 26 | 3.2% |
8 | 24 | 3.0% |
Other values (3) | 48 | 6.0% |
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 | 130 | |
1 | 114 | |
3 | 68 | |
2 | 64 | |
4 | 26 | 5.2% |
5 | 26 | 5.2% |
8 | 24 | 4.8% |
6 | 20 | 4.0% |
7 | 20 | 4.0% |
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 | 130 | |
1 | 114 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 68 | |
2 | 64 | |
4 | 26 | 3.2% |
5 | 26 | 3.2% |
8 | 24 | 3.0% |
Other values (3) | 48 | 6.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 130 | |
1 | 114 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 68 | |
2 | 64 | |
4 | 26 | 3.2% |
5 | 26 | 3.2% |
8 | 24 | 3.0% |
Other values (3) | 48 | 6.0% |
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 |
경주-감포 | 4 |
---|---|
상주-낙동 | 2 |
북후-영주 | 2 |
상주-함창 | 2 |
추풍령-김천 | 2 |
Other values (44) |
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% |
상주-낙동 | 2 | 2.0% |
북후-영주 | 2 | 2.0% |
상주-함창 | 2 | 2.0% |
추풍령-김천 | 2 | 2.0% |
성주-대구 | 2 | 2.0% |
영천-서면 | 2 | 2.0% |
현풍-옥포 | 2 | 2.0% |
칠곡-효령 | 2 | 2.0% |
가산-군위 | 2 | 2.0% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
경주-감포 | 4 | 4.0% |
구성-김천 | 2 | 2.0% |
양포-동해 | 2 | 2.0% |
고령-성산 | 2 | 2.0% |
상동-본포 | 2 | 2.0% |
안계-봉양 | 2 | 2.0% |
일반5-금성 | 2 | 2.0% |
영천-의성 | 2 | 2.0% |
안강-고경 | 2 | 2.0% |
강동-흥해 | 2 | 2.0% |
Other values (39) | 78 |
연장((km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.642 |
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 | 8.1 |
Q3 | 11.9 |
95-th percentile | 24.2 |
Maximum | 27.8 |
Range | 26.5 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 6.3053958 |
---|---|
Coefficient of variation (CV) | 0.65395103 |
Kurtosis | 1.2040613 |
Mean | 9.642 |
Median Absolute Deviation (MAD) | 3.3 |
Skewness | 1.2036188 |
Sum | 964.2 |
Variance | 39.758016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.6 | 6 | 6.0% |
6.4 | 4 | 4.0% |
2.4 | 4 | 4.0% |
11.2 | 4 | 4.0% |
11.4 | 2 | 2.0% |
6.2 | 2 | 2.0% |
8.2 | 2 | 2.0% |
7.8 | 2 | 2.0% |
2.2 | 2 | 2.0% |
8.0 | 2 | 2.0% |
Other values (35) | 70 |
Value | Count | Frequency (%) |
1.3 | 2 | |
1.4 | 2 | |
1.8 | 2 | |
2.2 | 2 | |
2.4 | 4 | |
3.4 | 2 | |
3.8 | 2 | |
4.1 | 2 | |
4.7 | 2 | |
4.8 | 2 |
Value | Count | Frequency (%) |
27.8 | 2 | |
26.7 | 2 | |
24.2 | 2 | |
22.1 | 2 | |
20.6 | 2 | |
19.4 | 2 | |
15.8 | 2 | |
14.4 | 2 | |
13.6 | 2 | |
12.9 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210501 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210501 |
---|---|
2nd row | 20210501 |
3rd row | 20210501 |
4th row | 20210501 |
5th row | 20210501 |
Common Values
Value | Count | Frequency (%) |
20210501 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210501 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
좌표위치위도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.101754 |
Minimum | 35.65543 |
---|---|
Maximum | 36.86368 |
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 | 35.85555 |
median | 36.01706 |
Q3 | 36.32892 |
95-th percentile | 36.76527 |
Maximum | 36.86368 |
Range | 1.20825 |
Interquartile range (IQR) | 0.47337 |
Descriptive statistics
Standard deviation | 0.32731356 |
---|---|
Coefficient of variation (CV) | 0.0090664171 |
Kurtosis | -0.24584349 |
Mean | 36.101754 |
Median Absolute Deviation (MAD) | 0.22022 |
Skewness | 0.76567239 |
Sum | 3610.1754 |
Variance | 0.10713417 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.07278 | 2 | 2.0% |
35.98043 | 2 | 2.0% |
35.73646 | 2 | 2.0% |
36.59513 | 2 | 2.0% |
36.35882 | 2 | 2.0% |
36.32892 | 2 | 2.0% |
36.04086 | 2 | 2.0% |
35.99882 | 2 | 2.0% |
36.03299 | 2 | 2.0% |
35.94083 | 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 | |
35.73646 | 2 | |
35.76368 | 2 | |
35.78841 | 2 | |
35.79392 | 2 |
Value | Count | Frequency (%) |
36.86368 | 2 | |
36.84888 | 2 | |
36.76527 | 2 | |
36.75364 | 2 | |
36.62861 | 2 | |
36.59556 | 2 | |
36.59513 | 2 | |
36.50552 | 2 | |
36.40808 | 2 | |
36.35882 | 2 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.77776 |
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 | 128.37682 |
median | 128.69655 |
Q3 | 129.25885 |
95-th percentile | 129.47131 |
Maximum | 129.52365 |
Range | 1.49821 |
Interquartile range (IQR) | 0.88203 |
Descriptive statistics
Standard deviation | 0.47066686 |
---|---|
Coefficient of variation (CV) | 0.0036548768 |
Kurtosis | -1.4462336 |
Mean | 128.77776 |
Median Absolute Deviation (MAD) | 0.40383 |
Skewness | 0.12963793 |
Sum | 12877.776 |
Variance | 0.22152729 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.08611 | 2 | 2.0% |
129.49495 | 2 | 2.0% |
128.31646 | 2 | 2.0% |
128.41883 | 2 | 2.0% |
128.46812 | 2 | 2.0% |
128.70365 | 2 | 2.0% |
128.80075 | 2 | 2.0% |
129.08273 | 2 | 2.0% |
129.30673 | 2 | 2.0% |
128.15515 | 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 | |
128.23039 | 2 | |
128.23413 | 2 | |
128.25985 | 2 | |
128.30457 | 2 |
Value | Count | Frequency (%) |
129.52365 | 2 | |
129.49495 | 2 | |
129.47131 | 2 | |
129.45978 | 2 | |
129.45621 | 2 | |
129.41209 | 2 | |
129.40658 | 2 | |
129.34631 | 2 | |
129.32144 | 2 | |
129.31407 | 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 | 47.3319 |
Minimum | 0 |
---|---|
Maximum | 225.82 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.041 |
Q1 | 15.235 |
median | 37.79 |
Q3 | 63.4325 |
95-th percentile | 137.3935 |
Maximum | 225.82 |
Range | 225.82 |
Interquartile range (IQR) | 48.1975 |
Descriptive statistics
Standard deviation | 45.719555 |
---|---|
Coefficient of variation (CV) | 0.96593535 |
Kurtosis | 3.5785011 |
Mean | 47.3319 |
Median Absolute Deviation (MAD) | 23.43 |
Skewness | 1.7657349 |
Sum | 4733.19 |
Variance | 2090.2777 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
3.31 | 2 | 2.0% |
1.05 | 2 | 2.0% |
27.77 | 1 | 1.0% |
67.71 | 1 | 1.0% |
0.87 | 1 | 1.0% |
2.63 | 1 | 1.0% |
74.38 | 1 | 1.0% |
120.7 | 1 | 1.0% |
35.62 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.65 | 1 | 1.0% |
0.87 | 1 | 1.0% |
1.05 | 2 | |
1.57 | 1 | 1.0% |
2.63 | 1 | 1.0% |
3.28 | 1 | 1.0% |
3.31 | 2 | |
4.58 | 1 | 1.0% |
4.61 | 1 | 1.0% |
Value | Count | Frequency (%) |
225.82 | 1 | |
201.82 | 1 | |
187.26 | 1 | |
185.27 | 1 | |
139.74 | 1 | |
137.27 | 1 | |
135.7 | 1 | |
121.43 | 1 | |
120.7 | 1 | |
110.99 | 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 | 42.1028 |
Minimum | 0 |
---|---|
Maximum | 295.7 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.547 |
Q1 | 9.6325 |
median | 23.365 |
Q3 | 49.4225 |
95-th percentile | 166.0055 |
Maximum | 295.7 |
Range | 295.7 |
Interquartile range (IQR) | 39.79 |
Descriptive statistics
Standard deviation | 55.428164 |
---|---|
Coefficient of variation (CV) | 1.3164959 |
Kurtosis | 7.8846506 |
Mean | 42.1028 |
Median Absolute Deviation (MAD) | 19.285 |
Skewness | 2.675536 |
Sum | 4210.28 |
Variance | 3072.2814 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
2.06 | 2 | 2.0% |
0.55 | 2 | 2.0% |
19.83 | 1 | 1.0% |
44.21 | 1 | 1.0% |
0.49 | 1 | 1.0% |
1.64 | 1 | 1.0% |
47.26 | 1 | 1.0% |
81.53 | 1 | 1.0% |
44.68 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.32 | 1 | 1.0% |
0.49 | 1 | 1.0% |
0.55 | 2 | |
0.83 | 1 | 1.0% |
1.64 | 1 | 1.0% |
1.96 | 1 | 1.0% |
2.06 | 2 | |
2.6 | 1 | 1.0% |
3.45 | 1 | 1.0% |
Value | Count | Frequency (%) |
295.7 | 1 | |
274.81 | 1 | |
231.06 | 1 | |
181.44 | 1 | |
169.34 | 1 | |
165.83 | 1 | |
152.15 | 1 | |
150.28 | 1 | |
121.77 | 1 | |
120.49 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 93 |
---|---|
Distinct (%) | 93.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.6627 |
Minimum | 0 |
---|---|
Maximum | 32.73 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.089 |
Q1 | 1.555 |
median | 3.775 |
Q3 | 7.345 |
95-th percentile | 19.435 |
Maximum | 32.73 |
Range | 32.73 |
Interquartile range (IQR) | 5.79 |
Descriptive statistics
Standard deviation | 6.411146 |
---|---|
Coefficient of variation (CV) | 1.1321712 |
Kurtosis | 5.6969139 |
Mean | 5.6627 |
Median Absolute Deviation (MAD) | 2.855 |
Skewness | 2.2353525 |
Sum | 566.27 |
Variance | 41.102794 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
2.46 | 2 | 2.0% |
3.74 | 2 | 2.0% |
0.31 | 2 | 2.0% |
0.09 | 2 | 2.0% |
2.26 | 2 | 2.0% |
3.2 | 1 | 1.0% |
1.59 | 1 | 1.0% |
7.73 | 1 | 1.0% |
7.01 | 1 | 1.0% |
Other values (83) | 83 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.06 | 1 | 1.0% |
0.07 | 1 | 1.0% |
0.09 | 2 | |
0.13 | 1 | 1.0% |
0.26 | 1 | 1.0% |
0.31 | 2 | |
0.32 | 1 | 1.0% |
0.44 | 1 | 1.0% |
0.5 | 1 | 1.0% |
Value | Count | Frequency (%) |
32.73 | 1 | |
32.07 | 1 | |
23.76 | 1 | |
22.58 | 1 | |
20.48 | 1 | |
19.38 | 1 | |
18.23 | 1 | |
16.68 | 1 | |
15.94 | 1 | |
15.72 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 70 |
---|---|
Distinct (%) | 70.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.4367 |
Minimum | 0 |
---|---|
Maximum | 18.72 |
Zeros | 8 |
Zeros (%) | 8.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.42 |
median | 1.31 |
Q3 | 3.03 |
95-th percentile | 9.892 |
Maximum | 18.72 |
Range | 18.72 |
Interquartile range (IQR) | 2.61 |
Descriptive statistics
Standard deviation | 3.4030385 |
---|---|
Coefficient of variation (CV) | 1.3965767 |
Kurtosis | 9.3433913 |
Mean | 2.4367 |
Median Absolute Deviation (MAD) | 1.04 |
Skewness | 2.8778366 |
Sum | 243.67 |
Variance | 11.580671 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 8 | 8.0% |
0.13 | 6 | 6.0% |
1.47 | 3 | 3.0% |
0.28 | 3 | 3.0% |
0.42 | 3 | 3.0% |
0.68 | 2 | 2.0% |
3.12 | 2 | 2.0% |
0.41 | 2 | 2.0% |
0.27 | 2 | 2.0% |
0.98 | 2 | 2.0% |
Other values (60) | 67 |
Value | Count | Frequency (%) |
0.0 | 8 | |
0.13 | 6 | |
0.14 | 1 | 1.0% |
0.26 | 1 | 1.0% |
0.27 | 2 | 2.0% |
0.28 | 3 | 3.0% |
0.4 | 1 | 1.0% |
0.41 | 2 | 2.0% |
0.42 | 3 | 3.0% |
0.54 | 1 | 1.0% |
Value | Count | Frequency (%) |
18.72 | 1 | |
17.34 | 1 | |
14.22 | 1 | |
10.71 | 1 | |
10.69 | 1 | |
9.85 | 1 | |
8.74 | 1 | |
8.53 | 1 | |
5.79 | 1 | |
5.47 | 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 | 11932.402 |
Minimum | 0 |
---|---|
Maximum | 53091.5 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 276.2165 |
Q1 | 3616.345 |
median | 9643.555 |
Q3 | 14593.967 |
95-th percentile | 33950.816 |
Maximum | 53091.5 |
Range | 53091.5 |
Interquartile range (IQR) | 10977.622 |
Descriptive statistics
Standard deviation | 11533.514 |
---|---|
Coefficient of variation (CV) | 0.96657108 |
Kurtosis | 3.2861072 |
Mean | 11932.402 |
Median Absolute Deviation (MAD) | 5782.96 |
Skewness | 1.7218945 |
Sum | 1193240.2 |
Variance | 1.3302195 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 3 | 3.0% |
873.34 | 2 | 2.0% |
277.37 | 2 | 2.0% |
6452.29 | 1 | 1.0% |
15858.87 | 1 | 1.0% |
254.3 | 1 | 1.0% |
640.96 | 1 | 1.0% |
19429.84 | 1 | 1.0% |
27931.8 | 1 | 1.0% |
9886.8 | 1 | 1.0% |
Other values (86) | 86 |
Value | Count | Frequency (%) |
0.0 | 3 | |
153.68 | 1 | 1.0% |
254.3 | 1 | 1.0% |
277.37 | 2 | |
416.06 | 1 | 1.0% |
640.96 | 1 | 1.0% |
794.65 | 1 | 1.0% |
873.34 | 2 | |
966.54 | 1 | 1.0% |
1102.01 | 1 | 1.0% |
Value | Count | Frequency (%) |
53091.5 | 1 | |
52503.86 | 1 | |
50449.41 | 1 | |
44404.23 | 1 | |
36666.61 | 1 | |
33807.88 | 1 | |
33038.99 | 1 | |
32115.93 | 1 | |
30846.58 | 1 | |
27931.8 | 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 상주 낙동 신상 | 2 |
경북 영주 이산 운문 | 2 |
경북 상주 외서 연봉 | 2 |
경북 김천 봉산 태화 | 2 |
Other values (44) |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.98 |
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 상주 낙동 신상 | 2 | 2.0% |
경북 영주 이산 운문 | 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 논공 위천 | 2 | 2.0% |
경북 칠곡 가산 천평 | 2 | 2.0% |
경북 군위 효령 고곡 | 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% |
칠곡 | 8 | 2.0% |
예천 | 6 | 1.5% |
상주 | 6 | 1.5% |
고령 | 6 | 1.5% |
연일 | 6 | 1.5% |
영천 | 6 | 1.5% |
Other values (102) | 222 |
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 | 0.738 | 0.753 | 0.900 | 0.354 | 0.288 | 0.407 | 0.295 | 0.337 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.811 | 0.817 | 0.856 | 0.820 | 0.859 | 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 | 0.994 | 1.000 | 1.000 | 0.812 | 0.829 | 0.861 | 0.831 | 0.859 | 1.000 |
연장((km)) | 0.738 | 1.000 | 0.000 | 0.994 | 1.000 | 0.708 | 0.816 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.994 |
좌표위치위도((°)) | 0.753 | 1.000 | 0.000 | 1.000 | 0.708 | 1.000 | 0.745 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
좌표위치경도((°)) | 0.900 | 1.000 | 0.000 | 1.000 | 0.816 | 0.745 | 1.000 | 0.355 | 0.177 | 0.386 | 0.265 | 0.448 | 1.000 |
co((g/km)) | 0.354 | 0.811 | 0.000 | 0.812 | 0.000 | 0.000 | 0.355 | 1.000 | 0.856 | 0.952 | 0.771 | 0.983 | 0.812 |
nox((g/km)) | 0.288 | 0.817 | 0.000 | 0.829 | 0.000 | 0.000 | 0.177 | 0.856 | 1.000 | 0.951 | 0.974 | 0.860 | 0.829 |
hc((g/km)) | 0.407 | 0.856 | 0.000 | 0.861 | 0.000 | 0.000 | 0.386 | 0.952 | 0.951 | 1.000 | 0.905 | 0.951 | 0.861 |
pm((g/km)) | 0.295 | 0.820 | 0.000 | 0.831 | 0.000 | 0.000 | 0.265 | 0.771 | 0.974 | 0.905 | 1.000 | 0.754 | 0.831 |
co2((g/km)) | 0.337 | 0.859 | 0.000 | 0.859 | 0.000 | 0.000 | 0.448 | 0.983 | 0.860 | 0.951 | 0.754 | 1.000 | 0.859 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.994 | 1.000 | 1.000 | 0.812 | 0.829 | 0.861 | 0.831 | 0.859 | 1.000 |
측정구간 | 방향 | 주소 | |
---|---|---|---|
측정구간 | 1.000 | 0.000 | 1.000 |
방향 | 0.000 | 1.000 | 0.000 |
주소 | 1.000 | 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 | -0.008 | 0.041 | 0.154 | -0.207 | -0.224 | -0.215 | -0.222 | -0.201 | 0.000 | 0.753 | 0.753 |
연장((km)) | -0.008 | 1.000 | 0.041 | -0.064 | -0.183 | -0.175 | -0.182 | -0.155 | -0.182 | 0.000 | 0.706 | 0.706 |
좌표위치위도((°)) | 0.041 | 0.041 | 1.000 | -0.177 | -0.100 | -0.120 | -0.100 | -0.103 | -0.099 | 0.000 | 0.753 | 0.753 |
좌표위치경도((°)) | 0.154 | -0.064 | -0.177 | 1.000 | 0.255 | 0.233 | 0.225 | 0.142 | 0.260 | 0.000 | 0.753 | 0.753 |
co((g/km)) | -0.207 | -0.183 | -0.100 | 0.255 | 1.000 | 0.980 | 0.988 | 0.940 | 0.998 | 0.000 | 0.333 | 0.333 |
nox((g/km)) | -0.224 | -0.175 | -0.120 | 0.233 | 0.980 | 1.000 | 0.995 | 0.972 | 0.980 | 0.000 | 0.361 | 0.361 |
hc((g/km)) | -0.215 | -0.182 | -0.100 | 0.225 | 0.988 | 0.995 | 1.000 | 0.967 | 0.984 | 0.000 | 0.389 | 0.389 |
pm((g/km)) | -0.222 | -0.155 | -0.103 | 0.142 | 0.940 | 0.972 | 0.967 | 1.000 | 0.940 | 0.000 | 0.363 | 0.363 |
co2((g/km)) | -0.201 | -0.182 | -0.099 | 0.260 | 0.998 | 0.980 | 0.984 | 0.940 | 1.000 | 0.000 | 0.387 | 0.387 |
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 | 0.753 | 0.706 | 0.753 | 0.753 | 0.333 | 0.361 | 0.389 | 0.363 | 0.387 | 0.000 | 1.000 | 1.000 |
주소 | 0.753 | 0.706 | 0.753 | 0.753 | 0.333 | 0.361 | 0.389 | 0.363 | 0.387 | 0.000 | 1.000 | 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 | 20210501 | 0 | 36.07278 | 128.08611 | 27.77 | 19.83 | 3.2 | 1.09 | 6452.29 | 경북 김천 구성 하강 |
1 | 2 | 건기연 | [0314-0] | 2 | 구성-김천 | 11.4 | 20210501 | 0 | 36.07278 | 128.08611 | 18.22 | 11.37 | 1.69 | 0.68 | 4803.27 | 경북 김천 구성 하강 |
2 | 3 | 건기연 | [0317-0] | 1 | 공성-상주 | 11.9 | 20210501 | 0 | 36.35299 | 128.13935 | 25.59 | 20.1 | 2.97 | 1.36 | 6461.55 | 경북 상주 청리 원장 |
3 | 4 | 건기연 | [0317-0] | 2 | 공성-상주 | 11.9 | 20210501 | 0 | 36.35299 | 128.13935 | 32.43 | 23.22 | 3.74 | 1.51 | 7614.8 | 경북 상주 청리 원장 |
4 | 5 | 건기연 | [0318-0] | 1 | 상주-함창 | 14.4 | 20210501 | 0 | 36.50552 | 128.16946 | 65.33 | 53.39 | 7.49 | 3.77 | 16613.55 | 경북 상주 외서 연봉 |
5 | 6 | 건기연 | [0318-0] | 2 | 상주-함창 | 14.4 | 20210501 | 0 | 36.50552 | 128.16946 | 54.84 | 49.46 | 6.95 | 3.99 | 14475.26 | 경북 상주 외서 연봉 |
6 | 7 | 건기연 | [0410-2] | 1 | 추풍령-김천 | 1.8 | 20210501 | 0 | 36.14659 | 128.02544 | 15.48 | 9.76 | 1.45 | 0.67 | 4089.34 | 경북 김천 봉산 태화 |
7 | 8 | 건기연 | [0410-2] | 2 | 추풍령-김천 | 1.8 | 20210501 | 0 | 36.14659 | 128.02544 | 10.07 | 6.72 | 0.9 | 0.42 | 2845.39 | 경북 김천 봉산 태화 |
8 | 9 | 건기연 | [0415-1] | 1 | 성주-대구 | 3.8 | 20210501 | 0 | 35.98385 | 128.41106 | 92.36 | 68.44 | 10.11 | 5.79 | 24306.43 | 경북 칠곡 왜관 왜관 |
9 | 10 | 건기연 | [0415-1] | 2 | 성주-대구 | 3.8 | 20210501 | 0 | 35.98385 | 128.41106 | 95.21 | 78.15 | 11.04 | 5.47 | 23986.73 | 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 | [3307-1] | 1 | 고령-수륜 | 12.9 | 20210501 | 0 | 35.80817 | 128.23039 | 17.0 | 18.3 | 2.81 | 1.26 | 3661.72 | 경북 성주 수륜 계정 |
91 | 92 | 건기연 | [3307-1] | 2 | 고령-수륜 | 12.9 | 20210501 | 0 | 35.80817 | 128.23039 | 8.61 | 5.38 | 0.86 | 0.41 | 2091.45 | 경북 성주 수륜 계정 |
92 | 93 | 건기연 | [3310-0] | 1 | 성주-왜관 | 6.7 | 20210501 | 0 | 35.97485 | 128.37682 | 57.35 | 51.1 | 7.48 | 4.43 | 14238.03 | 경북 칠곡 기산 영 |
93 | 94 | 건기연 | [3310-0] | 2 | 성주-왜관 | 6.7 | 20210501 | 0 | 35.97485 | 128.37682 | 44.04 | 33.6 | 4.94 | 2.44 | 11193.04 | 경북 칠곡 기산 영 |
94 | 95 | 건기연 | [3311-0] | 1 | 약목-구평 | 19.4 | 20210501 | 0 | 36.04876 | 128.41077 | 22.99 | 13.1 | 2.02 | 0.4 | 6100.0 | 경북 칠곡 석적 포남 |
95 | 96 | 건기연 | [3311-0] | 2 | 약목-구평 | 19.4 | 20210501 | 0 | 36.04876 | 128.41077 | 20.03 | 15.63 | 2.36 | 0.8 | 5025.92 | 경북 칠곡 석적 포남 |
96 | 97 | 건기연 | [3313-0] | 1 | 구미-선산 | 3.4 | 20210501 | 0 | 36.23436 | 128.30457 | 89.94 | 61.45 | 9.46 | 3.39 | 21227.36 | 경북 구미 선산 동부 |
97 | 98 | 건기연 | [3313-0] | 2 | 구미-선산 | 3.4 | 20210501 | 0 | 36.23436 | 128.30457 | 53.47 | 36.68 | 5.09 | 2.25 | 14059.23 | 경북 구미 선산 동부 |
98 | 99 | 건기연 | [3416-0] | 1 | 예천-괴정 | 13.6 | 20210501 | 0 | 36.62861 | 128.48161 | 21.89 | 13.31 | 2.0 | 0.68 | 5774.07 | 경북 예천 예천 고평 |
99 | 100 | 건기연 | [3416-0] | 2 | 예천-괴정 | 13.6 | 20210501 | 0 | 36.62861 | 128.48161 | 28.52 | 16.95 | 2.77 | 0.98 | 6831.4 | 경북 예천 예천 고평 |