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 22 (22.0%) zeros | Zeros |
co2((g/km)) has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:25:00.442157 |
---|---|
Analysis finished | 2023-12-10 12:25:12.225524 |
Duration | 11.78 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% |
2805-3 | 2 | 2.0% |
3113-1 | 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% |
2802-1 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 130 | |
1 | 114 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 74 | |
3 | 48 | 6.0% |
4 | 28 | 3.5% |
5 | 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 | 130 | |
1 | 114 | |
2 | 74 | |
3 | 48 | 9.6% |
4 | 28 | 5.6% |
5 | 28 | 5.6% |
8 | 26 | 5.2% |
7 | 24 | 4.8% |
6 | 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 | |
2 | 74 | |
3 | 48 | 6.0% |
4 | 28 | 3.5% |
5 | 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 | 130 | |
1 | 114 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 74 | |
3 | 48 | 6.0% |
4 | 28 | 3.5% |
5 | 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 | 49 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
경주-감포 | 4 |
---|---|
산내-현곡 | 2 |
안정-대강 | 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% |
산내-현곡 | 2 | 2.0% |
안정-대강 | 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% |
안강-고경 | 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% |
장수-예천 | 2 | 2.0% |
상동-본포 | 2 | 2.0% |
Other values (39) | 78 |
연장((km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 44 |
---|---|
Distinct (%) | 44.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.368 |
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 | 11.6 |
95-th percentile | 24.2 |
Maximum | 27.8 |
Range | 26.5 |
Interquartile range (IQR) | 6.7 |
Descriptive statistics
Standard deviation | 6.268647 |
---|---|
Coefficient of variation (CV) | 0.66915532 |
Kurtosis | 1.464504 |
Mean | 9.368 |
Median Absolute Deviation (MAD) | 3.3 |
Skewness | 1.2364118 |
Sum | 936.8 |
Variance | 39.295935 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.6 | 6 | 6.0% |
6.4 | 4 | 4.0% |
2.1 | 4 | 4.0% |
2.4 | 4 | 4.0% |
11.2 | 4 | 4.0% |
6.8 | 2 | 2.0% |
10.5 | 2 | 2.0% |
11.6 | 2 | 2.0% |
9.2 | 2 | 2.0% |
8.2 | 2 | 2.0% |
Other values (34) | 68 |
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 | |
26.7 | 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 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210301 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210301 |
---|---|
2nd row | 20210301 |
3rd row | 20210301 |
4th row | 20210301 |
5th row | 20210301 |
Common Values
Value | Count | Frequency (%) |
20210301 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210301 | 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 | 36.138701 |
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 | 35.85555 |
median | 36.036925 |
Q3 | 36.35882 |
95-th percentile | 36.84888 |
Maximum | 36.99828 |
Range | 1.34285 |
Interquartile range (IQR) | 0.50327 |
Descriptive statistics
Standard deviation | 0.3640965 |
---|---|
Coefficient of variation (CV) | 0.010074975 |
Kurtosis | -0.5807842 |
Mean | 36.138701 |
Median Absolute Deviation (MAD) | 0.267845 |
Skewness | 0.66031204 |
Sum | 3613.8701 |
Variance | 0.13256626 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.07278 | 2 | 2.0% |
35.99882 | 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% |
36.35882 | 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 | |
35.73116 | 2 | |
35.73646 | 2 | |
35.76368 | 2 | |
35.78841 | 2 |
Value | Count | Frequency (%) |
36.99828 | 2 | |
36.86368 | 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 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.84016 |
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 | 128.81361 |
Q3 | 129.30673 |
95-th percentile | 129.47131 |
Maximum | 129.52365 |
Range | 1.49821 |
Interquartile range (IQR) | 0.8879 |
Descriptive statistics
Standard deviation | 0.46594798 |
---|---|
Coefficient of variation (CV) | 0.0036164809 |
Kurtosis | -1.3820494 |
Mean | 128.84016 |
Median Absolute Deviation (MAD) | 0.43981 |
Skewness | -0.096551312 |
Sum | 12884.016 |
Variance | 0.21710752 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.08611 | 2 | 2.0% |
129.08273 | 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% |
128.46812 | 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 | 87 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21.264 |
Minimum | 0 |
---|---|
Maximum | 96.8 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.6435 |
Q1 | 4.2325 |
median | 16.32 |
Q3 | 32.43 |
95-th percentile | 63.921 |
Maximum | 96.8 |
Range | 96.8 |
Interquartile range (IQR) | 28.1975 |
Descriptive statistics
Standard deviation | 20.830245 |
---|---|
Coefficient of variation (CV) | 0.97960145 |
Kurtosis | 1.3384369 |
Mean | 21.264 |
Median Absolute Deviation (MAD) | 13.13 |
Skewness | 1.2437889 |
Sum | 2126.4 |
Variance | 433.89912 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.3 | 4 | 4.0% |
0.65 | 4 | 4.0% |
0.0 | 3 | 3.0% |
15.66 | 2 | 2.0% |
1.05 | 2 | 2.0% |
1.57 | 2 | 2.0% |
0.52 | 2 | 2.0% |
23.31 | 2 | 2.0% |
28.73 | 1 | 1.0% |
7.91 | 1 | 1.0% |
Other values (77) | 77 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.52 | 2 | |
0.65 | 4 | |
1.05 | 2 | |
1.3 | 4 | |
1.57 | 2 | |
2.1 | 1 | 1.0% |
2.6 | 1 | 1.0% |
2.62 | 1 | 1.0% |
2.63 | 1 | 1.0% |
Value | Count | Frequency (%) |
96.8 | 1 | |
81.48 | 1 | |
72.27 | 1 | |
68.89 | 1 | |
63.94 | 1 | |
63.92 | 1 | |
61.92 | 1 | |
52.74 | 1 | |
52.64 | 1 | |
51.83 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 86 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.9688 |
Minimum | 0 |
---|---|
Maximum | 68.15 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.318 |
Q1 | 2.5725 |
median | 9.515 |
Q3 | 22.0325 |
95-th percentile | 44.573 |
Maximum | 68.15 |
Range | 68.15 |
Interquartile range (IQR) | 19.46 |
Descriptive statistics
Standard deviation | 15.438704 |
---|---|
Coefficient of variation (CV) | 1.0313922 |
Kurtosis | 1.1841156 |
Mean | 14.9688 |
Median Absolute Deviation (MAD) | 8.49 |
Skewness | 1.2724792 |
Sum | 1496.88 |
Variance | 238.35358 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.64 | 4 | 4.0% |
0.32 | 4 | 4.0% |
8.15 | 3 | 3.0% |
0.0 | 3 | 3.0% |
0.28 | 2 | 2.0% |
0.83 | 2 | 2.0% |
0.55 | 2 | 2.0% |
3.85 | 2 | 2.0% |
12.41 | 1 | 1.0% |
1.11 | 1 | 1.0% |
Other values (76) | 76 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.28 | 2 | |
0.32 | 4 | |
0.55 | 2 | |
0.64 | 4 | |
0.83 | 2 | |
1.11 | 1 | 1.0% |
1.28 | 1 | 1.0% |
1.39 | 1 | 1.0% |
1.6 | 1 | 1.0% |
Value | Count | Frequency (%) |
68.15 | 1 | |
60.36 | 1 | |
54.05 | 1 | |
52.53 | 1 | |
45.01 | 1 | |
44.55 | 1 | |
44.54 | 1 | |
41.44 | 1 | |
40.91 | 1 | |
39.34 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 83 |
---|---|
Distinct (%) | 83.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.2212 |
Minimum | 0 |
---|---|
Maximum | 9.68 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.059 |
Q1 | 0.39 |
median | 1.445 |
Q3 | 3.3725 |
95-th percentile | 6.972 |
Maximum | 9.68 |
Range | 9.68 |
Interquartile range (IQR) | 2.9825 |
Descriptive statistics
Standard deviation | 2.2507903 |
---|---|
Coefficient of variation (CV) | 1.0133218 |
Kurtosis | 1.3721275 |
Mean | 2.2212 |
Median Absolute Deviation (MAD) | 1.26 |
Skewness | 1.2869608 |
Sum | 222.12 |
Variance | 5.0660571 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.12 | 4 | 4.0% |
0.06 | 4 | 4.0% |
1.43 | 3 | 3.0% |
0.0 | 3 | 3.0% |
0.72 | 2 | 2.0% |
0.13 | 2 | 2.0% |
0.26 | 2 | 2.0% |
3.33 | 2 | 2.0% |
4.1 | 2 | 2.0% |
0.09 | 2 | 2.0% |
Other values (73) | 74 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.04 | 2 | |
0.06 | 4 | |
0.09 | 2 | |
0.12 | 4 | |
0.13 | 2 | |
0.18 | 1 | 1.0% |
0.22 | 1 | 1.0% |
0.23 | 1 | 1.0% |
0.26 | 2 |
Value | Count | Frequency (%) |
9.68 | 1 | |
9.56 | 1 | |
8.1 | 1 | |
7.26 | 1 | |
7.01 | 1 | |
6.97 | 1 | |
6.63 | 1 | |
6.05 | 1 | |
5.93 | 1 | |
5.45 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 51 |
---|---|
Distinct (%) | 51.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.7377 |
Minimum | 0 |
---|---|
Maximum | 3.88 |
Zeros | 22 |
Zeros (%) | 22.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.525 |
Q3 | 1.11 |
95-th percentile | 2.6105 |
Maximum | 3.88 |
Range | 3.88 |
Interquartile range (IQR) | 0.98 |
Descriptive statistics
Standard deviation | 0.80972605 |
---|---|
Coefficient of variation (CV) | 1.097636 |
Kurtosis | 2.0873496 |
Mean | 0.7377 |
Median Absolute Deviation (MAD) | 0.465 |
Skewness | 1.4709509 |
Sum | 73.77 |
Variance | 0.65565627 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 22 | |
0.13 | 7 | 7.0% |
0.14 | 5 | 5.0% |
0.27 | 4 | 4.0% |
0.54 | 3 | 3.0% |
0.42 | 3 | 3.0% |
0.4 | 3 | 3.0% |
1.11 | 2 | 2.0% |
0.39 | 2 | 2.0% |
0.56 | 2 | 2.0% |
Other values (41) | 47 |
Value | Count | Frequency (%) |
0.0 | 22 | |
0.13 | 7 | 7.0% |
0.14 | 5 | 5.0% |
0.26 | 1 | 1.0% |
0.27 | 4 | 4.0% |
0.28 | 2 | 2.0% |
0.39 | 2 | 2.0% |
0.4 | 3 | 3.0% |
0.42 | 3 | 3.0% |
0.51 | 1 | 1.0% |
Value | Count | Frequency (%) |
3.88 | 1 | |
2.93 | 1 | |
2.78 | 1 | |
2.77 | 1 | |
2.62 | 1 | |
2.61 | 1 | |
2.19 | 1 | |
2.04 | 1 | |
1.98 | 1 | |
1.94 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 88 |
---|---|
Distinct (%) | 88.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5324.6722 |
Minimum | 0 |
---|---|
Maximum | 22755.57 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 152.93 |
Q1 | 1117.4475 |
median | 4382.355 |
Q3 | 7931.93 |
95-th percentile | 14959.178 |
Maximum | 22755.57 |
Range | 22755.57 |
Interquartile range (IQR) | 6814.4825 |
Descriptive statistics
Standard deviation | 5157.8107 |
---|---|
Coefficient of variation (CV) | 0.96866257 |
Kurtosis | 1.0713298 |
Mean | 5324.6722 |
Median Absolute Deviation (MAD) | 3439.015 |
Skewness | 1.192428 |
Sum | 532467.22 |
Variance | 26603011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
307.36 | 4 | 4.0% |
153.68 | 4 | 4.0% |
0.0 | 3 | 3.0% |
3720.24 | 2 | 2.0% |
416.06 | 2 | 2.0% |
138.68 | 2 | 2.0% |
277.37 | 2 | 2.0% |
554.74 | 1 | 1.0% |
2694.91 | 1 | 1.0% |
5622.47 | 1 | 1.0% |
Other values (78) | 78 |
Value | Count | Frequency (%) |
0.0 | 3 | |
138.68 | 2 | |
153.68 | 4 | |
277.37 | 2 | |
307.36 | 4 | |
416.06 | 2 | |
554.74 | 1 | 1.0% |
614.73 | 1 | 1.0% |
640.96 | 1 | 1.0% |
693.42 | 1 | 1.0% |
Value | Count | Frequency (%) |
22755.57 | 1 | |
21142.22 | 1 | |
17833.43 | 1 | |
17261.27 | 1 | |
16679.4 | 1 | |
14868.64 | 1 | |
13480.61 | 1 | |
13314.81 | 1 | |
13276.69 | 1 | |
13031.82 | 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 경주 건천 대곡 | 2 |
경북 영주 안정 신전 | 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 경주 건천 대곡 | 2 | 2.0% |
경북 영주 안정 신전 | 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% |
고령 | 6 | 1.5% |
청도 | 6 | 1.5% |
연일 | 6 | 1.5% |
상주 | 6 | 1.5% |
울진 | 6 | 1.5% |
안동 | 6 | 1.5% |
Other values (101) | 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 | 0.630 | 0.797 | 0.911 | 0.642 | 0.649 | 0.645 | 0.449 | 0.466 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.791 | 0.884 | 0.858 | 0.774 | 0.828 | 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 | 0.992 | 1.000 | 1.000 | 0.782 | 0.872 | 0.847 | 0.791 | 0.820 | 1.000 |
연장((km)) | 0.630 | 1.000 | 0.000 | 0.992 | 1.000 | 0.638 | 0.649 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.992 |
좌표위치위도((°)) | 0.797 | 1.000 | 0.000 | 1.000 | 0.638 | 1.000 | 0.815 | 0.000 | 0.000 | 0.064 | 0.000 | 0.268 | 1.000 |
좌표위치경도((°)) | 0.911 | 1.000 | 0.000 | 1.000 | 0.649 | 0.815 | 1.000 | 0.422 | 0.478 | 0.522 | 0.321 | 0.445 | 1.000 |
co((g/km)) | 0.642 | 0.791 | 0.000 | 0.782 | 0.000 | 0.000 | 0.422 | 1.000 | 0.964 | 0.981 | 0.818 | 0.932 | 0.782 |
nox((g/km)) | 0.649 | 0.884 | 0.000 | 0.872 | 0.000 | 0.000 | 0.478 | 0.964 | 1.000 | 0.984 | 0.835 | 0.848 | 0.872 |
hc((g/km)) | 0.645 | 0.858 | 0.000 | 0.847 | 0.000 | 0.064 | 0.522 | 0.981 | 0.984 | 1.000 | 0.831 | 0.885 | 0.847 |
pm((g/km)) | 0.449 | 0.774 | 0.000 | 0.791 | 0.000 | 0.000 | 0.321 | 0.818 | 0.835 | 0.831 | 1.000 | 0.891 | 0.791 |
co2((g/km)) | 0.466 | 0.828 | 0.000 | 0.820 | 0.000 | 0.268 | 0.445 | 0.932 | 0.848 | 0.885 | 0.891 | 1.000 | 0.820 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.992 | 1.000 | 1.000 | 0.782 | 0.872 | 0.847 | 0.791 | 0.820 | 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 | -0.091 | -0.021 | 0.325 | -0.247 | -0.260 | -0.264 | -0.266 | -0.242 | 0.000 | 0.753 | 0.753 |
연장((km)) | -0.091 | 1.000 | 0.092 | -0.054 | -0.111 | -0.102 | -0.101 | -0.108 | -0.113 | 0.000 | 0.696 | 0.696 |
좌표위치위도((°)) | -0.021 | 0.092 | 1.000 | -0.129 | -0.033 | -0.059 | -0.049 | -0.023 | -0.031 | 0.000 | 0.753 | 0.753 |
좌표위치경도((°)) | 0.325 | -0.054 | -0.129 | 1.000 | 0.251 | 0.221 | 0.221 | 0.148 | 0.256 | 0.000 | 0.753 | 0.753 |
co((g/km)) | -0.247 | -0.111 | -0.033 | 0.251 | 1.000 | 0.988 | 0.993 | 0.946 | 0.998 | 0.000 | 0.292 | 0.292 |
nox((g/km)) | -0.260 | -0.102 | -0.059 | 0.221 | 0.988 | 1.000 | 0.996 | 0.970 | 0.988 | 0.000 | 0.390 | 0.390 |
hc((g/km)) | -0.264 | -0.101 | -0.049 | 0.221 | 0.993 | 0.996 | 1.000 | 0.961 | 0.991 | 0.000 | 0.358 | 0.358 |
pm((g/km)) | -0.266 | -0.108 | -0.023 | 0.148 | 0.946 | 0.970 | 0.961 | 1.000 | 0.948 | 0.000 | 0.330 | 0.330 |
co2((g/km)) | -0.242 | -0.113 | -0.031 | 0.256 | 0.998 | 0.988 | 0.991 | 0.948 | 1.000 | 0.000 | 0.342 | 0.342 |
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 | 0.696 | 0.753 | 0.753 | 0.292 | 0.390 | 0.358 | 0.330 | 0.342 | 0.000 | 1.000 | 1.000 |
주소 | 0.753 | 0.696 | 0.753 | 0.753 | 0.292 | 0.390 | 0.358 | 0.330 | 0.342 | 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 | 20210301 | 0 | 36.07278 | 128.08611 | 5.75 | 3.85 | 0.52 | 0.27 | 1640.6 | 경북 김천 구성 하강 |
1 | 2 | 건기연 | [0314-0] | 2 | 구성-김천 | 11.4 | 20210301 | 0 | 36.07278 | 128.08611 | 4.84 | 2.84 | 0.43 | 0.13 | 1293.01 | 경북 김천 구성 하강 |
2 | 3 | 건기연 | [0317-0] | 1 | 공성-상주 | 11.9 | 20210301 | 0 | 36.35299 | 128.13935 | 9.03 | 6.04 | 0.88 | 0.54 | 2383.89 | 경북 상주 청리 원장 |
3 | 4 | 건기연 | [0317-0] | 2 | 공성-상주 | 11.9 | 20210301 | 0 | 36.35299 | 128.13935 | 21.68 | 11.94 | 2.03 | 0.42 | 5167.11 | 경북 상주 청리 원장 |
4 | 5 | 건기연 | [0318-0] | 1 | 상주-함창 | 14.4 | 20210301 | 0 | 36.50552 | 128.16946 | 19.46 | 16.28 | 2.4 | 1.21 | 4872.25 | 경북 상주 외서 연봉 |
5 | 6 | 건기연 | [0318-0] | 2 | 상주-함창 | 14.4 | 20210301 | 0 | 36.50552 | 128.16946 | 32.82 | 23.69 | 3.36 | 1.72 | 7931.0 | 경북 상주 외서 연봉 |
6 | 7 | 건기연 | [0410-2] | 1 | 추풍령-김천 | 1.8 | 20210301 | 0 | 36.14659 | 128.02544 | 3.31 | 2.06 | 0.31 | 0.13 | 873.34 | 경북 김천 봉산 태화 |
7 | 8 | 건기연 | [0410-2] | 2 | 추풍령-김천 | 1.8 | 20210301 | 0 | 36.14659 | 128.02544 | 4.93 | 2.99 | 0.45 | 0.14 | 1295.03 | 경북 김천 봉산 태화 |
8 | 9 | 건기연 | [0415-1] | 1 | 성주-대구 | 3.8 | 20210301 | 0 | 35.98385 | 128.41106 | 52.64 | 44.55 | 6.63 | 2.78 | 13031.82 | 경북 칠곡 왜관 왜관 |
9 | 10 | 건기연 | [0415-1] | 2 | 성주-대구 | 3.8 | 20210301 | 0 | 35.98385 | 128.41106 | 52.74 | 40.91 | 6.05 | 2.61 | 13314.81 | 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 | [3106-5] | 1 | 유강-광명 | 4.9 | 20210301 | 0 | 35.98878 | 129.32144 | 81.48 | 54.05 | 8.1 | 2.93 | 21142.22 | 경북 포항 연일 중단 |
91 | 92 | 건기연 | [3106-5] | 2 | 유강-광명 | 4.9 | 20210301 | 0 | 35.98878 | 129.32144 | 68.89 | 52.53 | 7.26 | 3.88 | 17833.43 | 경북 포항 연일 중단 |
92 | 93 | 건기연 | [3107-2] | 1 | 기계-포항 | 2.4 | 20210301 | 0 | 36.06326 | 129.22771 | 6.19 | 4.04 | 0.59 | 0.28 | 1619.26 | 경북 포항 기계 내단 |
93 | 94 | 건기연 | [3107-2] | 2 | 기계-포항 | 2.4 | 20210301 | 0 | 36.06326 | 129.22771 | 11.34 | 7.64 | 1.11 | 0.68 | 2985.5 | 경북 포항 기계 내단 |
94 | 95 | 건기연 | [3109-1] | 1 | 죽장-부남 | 20.6 | 20210301 | 0 | 36.2488 | 129.04049 | 1.3 | 0.64 | 0.12 | 0.0 | 307.36 | 경북 청송 현동 눌인 |
95 | 96 | 건기연 | [3109-1] | 2 | 죽장-부남 | 20.6 | 20210301 | 0 | 36.2488 | 129.04049 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 경북 청송 현동 눌인 |
96 | 97 | 건기연 | [3113-1] | 1 | 진보-석보 | 6.0 | 20210301 | 0 | 36.59556 | 129.08611 | 4.52 | 3.02 | 0.44 | 0.27 | 1191.95 | 경북 영양 입암 신구 |
97 | 98 | 건기연 | [3113-1] | 2 | 진보-석보 | 6.0 | 20210301 | 0 | 36.59556 | 129.08611 | 3.88 | 2.43 | 0.36 | 0.14 | 1017.66 | 경북 영양 입암 신구 |
98 | 99 | 건기연 | [3116-1] | 1 | 녹동-영양 | 26.7 | 20210301 | 0 | 36.86368 | 129.01248 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 경북 봉화 소천 서천 |
99 | 100 | 건기연 | [3116-1] | 2 | 녹동-영양 | 26.7 | 20210301 | 0 | 36.86368 | 129.01248 | 0.52 | 0.28 | 0.04 | 0.0 | 138.68 | 경북 봉화 소천 서천 |