Dataset statistics
Number of variables | 16 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.8 KiB |
Average record size in memory | 141.3 B |
Variable types
Numeric | 9 |
---|---|
Categorical | 5 |
Text | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=d875c170-45f6-11ec-a3b4-09b5f820f58d |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
기본키 is highly overall correlated with 측정구간 | High correlation |
연장((km)) is highly overall correlated with 측정구간 | High correlation |
좌표위치위도((°)) is highly overall correlated with 측정구간 | High correlation |
좌표위치경도((°)) is highly overall correlated with 측정구간 | High correlation |
co((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 |
측정구간 is highly overall correlated with 기본키 and 3 other fields | High correlation |
기본키 has unique values | Unique |
co((g/km)) has unique values | Unique |
nox((g/km)) has unique values | Unique |
co2((g/km)) has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 11:24:22.313883 |
---|---|
Analysis finished | 2023-12-10 11:24:36.066477 |
Duration | 13.75 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 (%) |
0134-0 | 2 | 2.0% |
4206-2 | 2 | 2.0% |
4508-0 | 2 | 2.0% |
3803-2 | 2 | 2.0% |
3804-1 | 2 | 2.0% |
3804-2 | 2 | 2.0% |
3906-1 | 2 | 2.0% |
3906-4 | 2 | 2.0% |
3907-1 | 2 | 2.0% |
3918-2 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 120 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 92 | |
1 | 64 | |
4 | 64 | |
2 | 56 | |
7 | 28 | 3.5% |
8 | 22 | 2.8% |
Other values (3) | 54 |
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 | 120 | |
3 | 92 | |
1 | 64 | |
4 | 64 | |
2 | 56 | |
7 | 28 | 5.6% |
8 | 22 | 4.4% |
5 | 20 | 4.0% |
6 | 18 | 3.6% |
9 | 16 | 3.2% |
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 | 120 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 92 | |
1 | 64 | |
4 | 64 | |
2 | 56 | |
7 | 28 | 3.5% |
8 | 22 | 2.8% |
Other values (3) | 54 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 120 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 92 | |
1 | 64 | |
4 | 64 | |
2 | 56 | |
7 | 28 | 3.5% |
8 | 22 | 2.8% |
Other values (3) | 54 |
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 |
신팔-일동 | 4 |
---|---|
인주-안중 | 2 |
와부-양평 | 2 |
당동-파평 | 2 |
이천-장호원 | 2 |
Other values (44) |
Length
Max length | 9 |
---|---|
Median length | 5 |
Mean length | 5.22 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 송탄-오산 |
---|---|
2nd row | 송탄-오산 |
3rd row | 고양-파주 |
4th row | 고양-파주 |
5th row | 당동-파평 |
Common Values
Value | Count | Frequency (%) |
신팔-일동 | 4 | 4.0% |
인주-안중 | 2 | 2.0% |
와부-양평 | 2 | 2.0% |
당동-파평 | 2 | 2.0% |
이천-장호원 | 2 | 2.0% |
이천-광주 | 2 | 2.0% |
성남-이천 | 2 | 2.0% |
실촌-성남 | 2 | 2.0% |
의정부-동두천 | 2 | 2.0% |
동두천-전곡 | 2 | 2.0% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
신팔-일동 | 4 | 4.0% |
송탄-오산 | 2 | 2.0% |
부발-여주 | 2 | 2.0% |
죽산교-일죽 | 2 | 2.0% |
안성-죽산 | 2 | 2.0% |
아산만-덕목 | 2 | 2.0% |
발안ic-청북ic | 2 | 2.0% |
팔탄-비봉 | 2 | 2.0% |
일영-의정부 | 2 | 2.0% |
시흥-목감 | 2 | 2.0% |
Other values (39) | 78 |
연장((km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.844 |
Minimum | 1.5 |
---|---|
Maximum | 27.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.5 |
---|---|
5-th percentile | 2.6 |
Q1 | 5.4 |
median | 7.45 |
Q3 | 11 |
95-th percentile | 18.8 |
Maximum | 27.5 |
Range | 26 |
Interquartile range (IQR) | 5.6 |
Descriptive statistics
Standard deviation | 5.1072205 |
---|---|
Coefficient of variation (CV) | 0.57747857 |
Kurtosis | 2.1744081 |
Mean | 8.844 |
Median Absolute Deviation (MAD) | 2.8 |
Skewness | 1.2564292 |
Sum | 884.4 |
Variance | 26.083701 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.8 | 4 | 4.0% |
6.1 | 4 | 4.0% |
10.6 | 4 | 4.0% |
5.4 | 4 | 4.0% |
6.2 | 2 | 2.0% |
4.1 | 2 | 2.0% |
10.2 | 2 | 2.0% |
5.0 | 2 | 2.0% |
5.6 | 2 | 2.0% |
2.7 | 2 | 2.0% |
Other values (36) | 72 |
Value | Count | Frequency (%) |
1.5 | 2 | |
2.0 | 2 | |
2.6 | 2 | |
2.7 | 2 | |
3.1 | 2 | |
3.4 | 2 | |
4.1 | 2 | |
4.3 | 2 | |
4.8 | 4 | |
5.0 | 2 |
Value | Count | Frequency (%) |
27.5 | 2 | |
19.0 | 2 | |
18.8 | 2 | |
17.6 | 2 | |
15.5 | 2 | |
15.4 | 2 | |
14.7 | 2 | |
14.6 | 2 | |
12.9 | 2 | |
12.6 | 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 | 37.450512 |
Minimum | 36.95627 |
---|---|
Maximum | 38.06264 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.95627 |
---|---|
5-th percentile | 36.96033 |
Q1 | 37.16502 |
median | 37.3875 |
Q3 | 37.73328 |
95-th percentile | 38.0169 |
Maximum | 38.06264 |
Range | 1.10637 |
Interquartile range (IQR) | 0.56826 |
Descriptive statistics
Standard deviation | 0.34563853 |
---|---|
Coefficient of variation (CV) | 0.0092292071 |
Kurtosis | -1.1340527 |
Mean | 37.450512 |
Median Absolute Deviation (MAD) | 0.269725 |
Skewness | 0.32378062 |
Sum | 3745.0512 |
Variance | 0.119466 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
37.09529 | 2 | 2.0% |
37.14026 | 2 | 2.0% |
37.08149 | 2 | 2.0% |
37.02727 | 2 | 2.0% |
36.95866 | 2 | 2.0% |
37.05786 | 2 | 2.0% |
37.23589 | 2 | 2.0% |
37.71834 | 2 | 2.0% |
37.39258 | 2 | 2.0% |
37.23653 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
36.95627 | 2 | |
36.95866 | 2 | |
36.96033 | 2 | |
36.98521 | 2 | |
37.00613 | 2 | |
37.01644 | 2 | |
37.02727 | 2 | |
37.05786 | 2 | |
37.08149 | 2 | |
37.09529 | 2 |
Value | Count | Frequency (%) |
38.06264 | 2 | |
38.06053 | 2 | |
38.0169 | 2 | |
38.00853 | 2 | |
37.99285 | 2 | |
37.96019 | 2 | |
37.94255 | 2 | |
37.93198 | 2 | |
37.91419 | 2 | |
37.87708 | 2 |
좌표위치경도((°))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.21275 |
Minimum | 126.77946 |
---|---|
Maximum | 127.74421 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.77946 |
---|---|
5-th percentile | 126.83253 |
Q1 | 127.0284 |
median | 127.2374 |
Q3 | 127.37739 |
95-th percentile | 127.62684 |
Maximum | 127.74421 |
Range | 0.96475 |
Interquartile range (IQR) | 0.34899 |
Descriptive statistics
Standard deviation | 0.24630841 |
---|---|
Coefficient of variation (CV) | 0.0019361928 |
Kurtosis | -0.75062065 |
Mean | 127.21275 |
Median Absolute Deviation (MAD) | 0.172565 |
Skewness | 0.1268687 |
Sum | 12721.275 |
Variance | 0.060667835 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.06364 | 2 | 2.0% |
126.91531 | 2 | 2.0% |
127.44132 | 2 | 2.0% |
127.3367 | 2 | 2.0% |
126.92256 | 2 | 2.0% |
126.92508 | 2 | 2.0% |
126.88236 | 2 | 2.0% |
126.92818 | 2 | 2.0% |
126.85818 | 2 | 2.0% |
127.166 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.77946 | 2 | |
126.82904 | 2 | |
126.83253 | 2 | |
126.85818 | 2 | |
126.85908 | 2 | |
126.88236 | 2 | |
126.88641 | 2 | |
126.91531 | 2 | |
126.92256 | 2 | |
126.92508 | 2 |
Value | Count | Frequency (%) |
127.74421 | 2 | |
127.6367 | 2 | |
127.62684 | 2 | |
127.61201 | 2 | |
127.60231 | 2 | |
127.56566 | 2 | |
127.55994 | 2 | |
127.49045 | 2 | |
127.44132 | 2 | |
127.42763 | 2 |
co((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.0829 |
Minimum | 6.61 |
---|---|
Maximum | 1037.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 6.61 |
---|---|
5-th percentile | 12.761 |
Q1 | 46.5225 |
median | 104.74 |
Q3 | 173.0825 |
95-th percentile | 281.3635 |
Maximum | 1037.2 |
Range | 1030.59 |
Interquartile range (IQR) | 126.56 |
Descriptive statistics
Standard deviation | 131.9292 |
---|---|
Coefficient of variation (CV) | 1.0300297 |
Kurtosis | 22.727034 |
Mean | 128.0829 |
Median Absolute Deviation (MAD) | 62.135 |
Skewness | 3.8246167 |
Sum | 12808.29 |
Variance | 17405.313 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
218.59 | 1 | 1.0% |
123.94 | 1 | 1.0% |
123.98 | 1 | 1.0% |
264.02 | 1 | 1.0% |
91.11 | 1 | 1.0% |
190.32 | 1 | 1.0% |
171.77 | 1 | 1.0% |
92.58 | 1 | 1.0% |
118.03 | 1 | 1.0% |
54.05 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
6.61 | 1 | |
7.55 | 1 | |
8.56 | 1 | |
9.66 | 1 | |
10.12 | 1 | |
12.9 | 1 | |
15.53 | 1 | |
15.9 | 1 | |
17.09 | 1 | |
20.86 | 1 |
Value | Count | Frequency (%) |
1037.2 | 1 | |
534.77 | 1 | |
442.53 | 1 | |
328.04 | 1 | |
291.5 | 1 | |
280.83 | 1 | |
276.58 | 1 | |
267.45 | 1 | |
264.02 | 1 | |
254.6 | 1 |
nox((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 112.1111 |
Minimum | 4.13 |
---|---|
Maximum | 650.55 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 4.13 |
---|---|
5-th percentile | 10.4085 |
Q1 | 44.5175 |
median | 88.41 |
Q3 | 152.48 |
95-th percentile | 300.666 |
Maximum | 650.55 |
Range | 646.42 |
Interquartile range (IQR) | 107.9625 |
Descriptive statistics
Standard deviation | 100.07659 |
---|---|
Coefficient of variation (CV) | 0.89265552 |
Kurtosis | 7.8824573 |
Mean | 112.1111 |
Median Absolute Deviation (MAD) | 49.75 |
Skewness | 2.1570054 |
Sum | 11211.11 |
Variance | 10015.324 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
207.2 | 1 | 1.0% |
152.39 | 1 | 1.0% |
125.63 | 1 | 1.0% |
326.59 | 1 | 1.0% |
119.61 | 1 | 1.0% |
126.11 | 1 | 1.0% |
99.36 | 1 | 1.0% |
86.19 | 1 | 1.0% |
111.86 | 1 | 1.0% |
31.56 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
4.13 | 1 | |
4.37 | 1 | |
7.45 | 1 | |
9.67 | 1 | |
10.38 | 1 | |
10.41 | 1 | |
11.02 | 1 | |
13.47 | 1 | |
13.66 | 1 | |
14.04 | 1 |
Value | Count | Frequency (%) |
650.55 | 1 | |
403.99 | 1 | |
326.59 | 1 | |
314.58 | 1 | |
312.18 | 1 | |
300.06 | 1 | |
276.7 | 1 | |
274.44 | 1 | |
242.98 | 1 | |
228.69 | 1 |
hc((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.01 |
Minimum | 0.62 |
---|---|
Maximum | 102.85 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.62 |
---|---|
5-th percentile | 1.159 |
Q1 | 5.52 |
median | 12.205 |
Q3 | 19.41 |
95-th percentile | 36.3105 |
Maximum | 102.85 |
Range | 102.23 |
Interquartile range (IQR) | 13.89 |
Descriptive statistics
Standard deviation | 14.132439 |
---|---|
Coefficient of variation (CV) | 0.94153493 |
Kurtosis | 14.541866 |
Mean | 15.01 |
Median Absolute Deviation (MAD) | 6.895 |
Skewness | 2.9155273 |
Sum | 1501 |
Variance | 199.72584 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.99 | 2 | 2.0% |
18.19 | 2 | 2.0% |
26.27 | 1 | 1.0% |
15.58 | 1 | 1.0% |
18.41 | 1 | 1.0% |
16.14 | 1 | 1.0% |
10.8 | 1 | 1.0% |
13.77 | 1 | 1.0% |
4.82 | 1 | 1.0% |
7.32 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.62 | 1 | |
0.67 | 1 | |
1.03 | 1 | |
1.13 | 1 | |
1.14 | 1 | |
1.16 | 1 | |
1.5 | 1 | |
1.68 | 1 | |
1.69 | 1 | |
2.1 | 1 |
Value | Count | Frequency (%) |
102.85 | 1 | |
56.22 | 1 | |
44.1 | 1 | |
41.38 | 1 | |
40.69 | 1 | |
36.08 | 1 | |
35.88 | 1 | |
35.57 | 1 | |
31.69 | 1 | |
28.44 | 1 |
pm((g/km))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 92 |
---|---|
Distinct (%) | 92.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.1805 |
Minimum | 0.14 |
---|---|
Maximum | 22.53 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.14 |
---|---|
5-th percentile | 0.5335 |
Q1 | 2.075 |
median | 4.51 |
Q3 | 8.9025 |
95-th percentile | 17.0515 |
Maximum | 22.53 |
Range | 22.39 |
Interquartile range (IQR) | 6.8275 |
Descriptive statistics
Standard deviation | 5.4658479 |
---|---|
Coefficient of variation (CV) | 0.88436986 |
Kurtosis | 0.7377757 |
Mean | 6.1805 |
Median Absolute Deviation (MAD) | 3.15 |
Skewness | 1.1677184 |
Sum | 618.05 |
Variance | 29.875494 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.27 | 3 | 3.0% |
0.8 | 2 | 2.0% |
1.78 | 2 | 2.0% |
0.71 | 2 | 2.0% |
4.3 | 2 | 2.0% |
3.15 | 2 | 2.0% |
1.61 | 2 | 2.0% |
8.66 | 1 | 1.0% |
4.8 | 1 | 1.0% |
2.83 | 1 | 1.0% |
Other values (82) | 82 |
Value | Count | Frequency (%) |
0.14 | 1 | 1.0% |
0.27 | 3 | |
0.41 | 1 | 1.0% |
0.54 | 1 | 1.0% |
0.68 | 1 | 1.0% |
0.71 | 2 | |
0.72 | 1 | 1.0% |
0.8 | 2 | |
0.82 | 1 | 1.0% |
0.85 | 1 | 1.0% |
Value | Count | Frequency (%) |
22.53 | 1 | |
21.92 | 1 | |
20.29 | 1 | |
20.0 | 1 | |
18.79 | 1 | |
16.96 | 1 | |
16.9 | 1 | |
16.29 | 1 | |
15.25 | 1 | |
13.28 | 1 |
co2((g/km))
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31588.049 |
Minimum | 1746.69 |
---|---|
Maximum | 247617.08 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1746.69 |
---|---|
5-th percentile | 3360.139 |
Q1 | 11513.385 |
median | 25279.455 |
Q3 | 42161.052 |
95-th percentile | 72090.285 |
Maximum | 247617.08 |
Range | 245870.39 |
Interquartile range (IQR) | 30647.667 |
Descriptive statistics
Standard deviation | 32417.252 |
---|---|
Coefficient of variation (CV) | 1.0262505 |
Kurtosis | 20.121578 |
Mean | 31588.049 |
Median Absolute Deviation (MAD) | 15081.5 |
Skewness | 3.6100584 |
Sum | 3158804.9 |
Variance | 1.0508783 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
54737.8 | 1 | 1.0% |
30464.63 | 1 | 1.0% |
28124.9 | 1 | 1.0% |
63310.03 | 1 | 1.0% |
22116.48 | 1 | 1.0% |
49493.63 | 1 | 1.0% |
40830.33 | 1 | 1.0% |
23262.77 | 1 | 1.0% |
29573.58 | 1 | 1.0% |
14237.79 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
1746.69 | 1 | |
1988.46 | 1 | |
2112.49 | 1 | |
2372.54 | 1 | |
2395.49 | 1 | |
3410.91 | 1 | |
3630.6 | 1 | |
3770.66 | 1 | |
4520.39 | 1 | |
4897.56 | 1 |
Value | Count | Frequency (%) |
247617.08 | 1 | |
138265.07 | 1 | |
115629.27 | 1 | |
75422.82 | 1 | |
73484.22 | 1 | |
72016.92 | 1 | |
69386.46 | 1 | |
66773.71 | 1 | |
64639.31 | 1 | |
63310.03 | 1 |
주소
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 10.64 |
Min length | 8 |
Characters and Unicode
Total characters | 1064 |
---|---|
Distinct characters | 109 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 경기 평택 진위 신 |
---|---|
2nd row | 경기 평택 진위 신 |
3rd row | 경기 파주 조리 장곡 |
4th row | 경기 파주 조리 장곡 |
5th row | 경기 파주 문산 당동 |
Value | Count | Frequency (%) |
경기 | 100 | |
평택 | 14 | 3.6% |
포천 | 12 | 3.1% |
광주 | 10 | 2.6% |
용인 | 10 | 2.6% |
여주 | 8 | 2.1% |
안성 | 6 | 1.5% |
양평 | 6 | 1.5% |
파주 | 6 | 1.5% |
가평 | 6 | 1.5% |
Other values (94) | 210 |
Most occurring characters
Value | Count | Frequency (%) |
288 | ||
기 | 102 | 9.6% |
경 | 100 | 9.4% |
주 | 30 | 2.8% |
평 | 28 | 2.6% |
성 | 22 | 2.1% |
양 | 20 | 1.9% |
포 | 20 | 1.9% |
천 | 20 | 1.9% |
인 | 14 | 1.3% |
Other values (99) | 420 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 776 | |
Space Separator | 288 | 27.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
기 | 102 | 13.1% |
경 | 100 | 12.9% |
주 | 30 | 3.9% |
평 | 28 | 3.6% |
성 | 22 | 2.8% |
양 | 20 | 2.6% |
포 | 20 | 2.6% |
천 | 20 | 2.6% |
인 | 14 | 1.8% |
택 | 14 | 1.8% |
Other values (98) | 406 |
Space Separator
Value | Count | Frequency (%) |
288 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 776 | |
Common | 288 | 27.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
기 | 102 | 13.1% |
경 | 100 | 12.9% |
주 | 30 | 3.9% |
평 | 28 | 3.6% |
성 | 22 | 2.8% |
양 | 20 | 2.6% |
포 | 20 | 2.6% |
천 | 20 | 2.6% |
인 | 14 | 1.8% |
택 | 14 | 1.8% |
Other values (98) | 406 |
Common
Value | Count | Frequency (%) |
288 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 776 | |
ASCII | 288 | 27.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
288 |
Hangul
Value | Count | Frequency (%) |
기 | 102 | 13.1% |
경 | 100 | 12.9% |
주 | 30 | 3.9% |
평 | 28 | 3.6% |
성 | 22 | 2.8% |
양 | 20 | 2.6% |
포 | 20 | 2.6% |
천 | 20 | 2.6% |
인 | 14 | 1.8% |
택 | 14 | 1.8% |
Other values (98) | 406 |
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 | 0.998 | 0.621 | 0.850 | 0.863 | 0.279 | 0.435 | 0.402 | 0.550 | 0.262 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.787 | 0.904 | 0.875 | 0.905 | 0.780 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 |
측정구간 | 0.998 | 1.000 | 0.000 | 1.000 | 0.999 | 1.000 | 1.000 | 0.820 | 0.923 | 0.898 | 0.893 | 0.794 | 1.000 |
연장((km)) | 0.621 | 1.000 | 0.000 | 0.999 | 1.000 | 0.561 | 0.631 | 0.259 | 0.191 | 0.245 | 0.224 | 0.152 | 1.000 |
좌표위치위도((°)) | 0.850 | 1.000 | 0.000 | 1.000 | 0.561 | 1.000 | 0.821 | 0.256 | 0.355 | 0.395 | 0.528 | 0.210 | 1.000 |
좌표위치경도((°)) | 0.863 | 1.000 | 0.000 | 1.000 | 0.631 | 0.821 | 1.000 | 0.000 | 0.348 | 0.000 | 0.145 | 0.000 | 1.000 |
co((g/km)) | 0.279 | 0.787 | 0.080 | 0.820 | 0.259 | 0.256 | 0.000 | 1.000 | 0.964 | 0.992 | 0.726 | 0.976 | 0.787 |
nox((g/km)) | 0.435 | 0.904 | 0.000 | 0.923 | 0.191 | 0.355 | 0.348 | 0.964 | 1.000 | 0.986 | 0.855 | 0.881 | 0.904 |
hc((g/km)) | 0.402 | 0.875 | 0.000 | 0.898 | 0.245 | 0.395 | 0.000 | 0.992 | 0.986 | 1.000 | 0.800 | 0.958 | 0.875 |
pm((g/km)) | 0.550 | 0.905 | 0.000 | 0.893 | 0.224 | 0.528 | 0.145 | 0.726 | 0.855 | 0.800 | 1.000 | 0.723 | 0.905 |
co2((g/km)) | 0.262 | 0.780 | 0.033 | 0.794 | 0.152 | 0.210 | 0.000 | 0.976 | 0.881 | 0.958 | 0.723 | 1.000 | 0.780 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.787 | 0.904 | 0.875 | 0.905 | 0.780 | 1.000 |
측정구간 | 방향 | |
---|---|---|
측정구간 | 1.000 | 0.000 |
방향 | 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 | |
---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | -0.200 | -0.214 | -0.063 | 0.015 | 0.041 | 0.044 | 0.056 | 0.015 | 0.000 | 0.736 |
연장((km)) | -0.200 | 1.000 | 0.220 | 0.014 | -0.070 | -0.137 | -0.109 | -0.124 | -0.071 | 0.000 | 0.735 |
좌표위치위도((°)) | -0.214 | 0.220 | 1.000 | 0.113 | -0.382 | -0.481 | -0.444 | -0.460 | -0.379 | 0.000 | 0.753 |
좌표위치경도((°)) | -0.063 | 0.014 | 0.113 | 1.000 | -0.166 | -0.158 | -0.143 | -0.097 | -0.187 | 0.000 | 0.753 |
co((g/km)) | 0.015 | -0.070 | -0.382 | -0.166 | 1.000 | 0.943 | 0.969 | 0.838 | 0.997 | 0.079 | 0.344 |
nox((g/km)) | 0.041 | -0.137 | -0.481 | -0.158 | 0.943 | 1.000 | 0.989 | 0.955 | 0.937 | 0.000 | 0.478 |
hc((g/km)) | 0.044 | -0.109 | -0.444 | -0.143 | 0.969 | 0.989 | 1.000 | 0.927 | 0.962 | 0.000 | 0.437 |
pm((g/km)) | 0.056 | -0.124 | -0.460 | -0.097 | 0.838 | 0.955 | 0.927 | 1.000 | 0.830 | 0.000 | 0.421 |
co2((g/km)) | 0.015 | -0.071 | -0.379 | -0.187 | 0.997 | 0.937 | 0.962 | 0.830 | 1.000 | 0.000 | 0.358 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.736 | 0.735 | 0.753 | 0.753 | 0.344 | 0.478 | 0.437 | 0.421 | 0.358 | 0.000 | 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 | [0134-0] | 1 | 송탄-오산 | 6.2 | 20210101 | 1 | 37.09529 | 127.06364 | 218.59 | 207.2 | 26.08 | 12.78 | 54737.8 | 경기 평택 진위 신 |
1 | 2 | 건기연 | [0134-0] | 2 | 송탄-오산 | 6.2 | 20210101 | 1 | 37.09529 | 127.06364 | 240.96 | 228.69 | 28.44 | 13.14 | 60228.13 | 경기 평택 진위 신 |
2 | 3 | 건기연 | [0141-1] | 1 | 고양-파주 | 4.8 | 20210101 | 1 | 37.73328 | 126.83253 | 174.77 | 130.11 | 18.22 | 6.14 | 41120.77 | 경기 파주 조리 장곡 |
3 | 4 | 건기연 | [0141-1] | 2 | 고양-파주 | 4.8 | 20210101 | 1 | 37.73328 | 126.83253 | 105.6 | 92.23 | 11.07 | 6.01 | 26948.2 | 경기 파주 조리 장곡 |
4 | 5 | 건기연 | [0142-0] | 1 | 당동-파평 | 14.7 | 20210101 | 1 | 37.87708 | 126.77946 | 22.23 | 16.59 | 2.1 | 0.54 | 5775.89 | 경기 파주 문산 당동 |
5 | 6 | 건기연 | [0142-0] | 2 | 당동-파평 | 14.7 | 20210101 | 1 | 37.87708 | 126.77946 | 69.26 | 51.83 | 6.57 | 1.78 | 17957.43 | 경기 파주 문산 당동 |
6 | 7 | 건기연 | [0328-2] | 1 | 이천-장호원 | 9.6 | 20210101 | 1 | 37.19066 | 127.55994 | 39.13 | 31.13 | 4.53 | 1.91 | 9155.2 | 경기 여주 가남 심석 |
7 | 8 | 건기연 | [0328-2] | 2 | 이천-장호원 | 9.6 | 20210101 | 1 | 37.19066 | 127.55994 | 48.41 | 48.44 | 6.17 | 3.24 | 11886.07 | 경기 여주 가남 심석 |
8 | 9 | 건기연 | [0330-1] | 1 | 이천-광주 | 15.5 | 20210101 | 1 | 37.31793 | 127.42763 | 111.48 | 74.12 | 11.75 | 3.17 | 26127.21 | 경기 이천 신둔 수하 |
9 | 10 | 건기연 | [0330-1] | 2 | 이천-광주 | 15.5 | 20210101 | 1 | 37.31793 | 127.42763 | 126.99 | 90.0 | 13.05 | 4.88 | 32728.04 | 경기 이천 신둔 수하 |
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 | [4401-0] | 1 | 청운-홍천 | 8.5 | 20210101 | 1 | 37.57336 | 127.74421 | 46.54 | 45.86 | 5.94 | 3.15 | 11514.46 | 경기 양평 청운 삼성 |
91 | 92 | 건기연 | [4401-0] | 2 | 청운-홍천 | 8.5 | 20210101 | 1 | 37.57336 | 127.74421 | 9.66 | 11.02 | 1.13 | 0.72 | 2395.49 | 경기 양평 청운 삼성 |
92 | 93 | 건기연 | [4504-0] | 1 | 안중-안성 | 6.0 | 20210101 | 1 | 36.96033 | 127.06603 | 119.47 | 76.42 | 11.28 | 2.37 | 31142.76 | 경기 평택 팽성 남산 |
93 | 94 | 건기연 | [4504-0] | 2 | 안중-안성 | 6.0 | 20210101 | 1 | 36.96033 | 127.06603 | 125.18 | 79.42 | 12.66 | 3.85 | 29717.24 | 경기 평택 팽성 남산 |
94 | 95 | 건기연 | [4506-2] | 1 | 장서-천 | 5.4 | 20210101 | 1 | 37.16502 | 127.20567 | 199.1 | 300.06 | 35.57 | 20.29 | 49518.59 | 경기 용인 이동 덕성 |
95 | 96 | 건기연 | [4506-2] | 2 | 장서-천 | 5.4 | 20210101 | 1 | 37.16502 | 127.20567 | 219.3 | 276.7 | 35.88 | 18.79 | 51365.88 | 경기 용인 이동 덕성 |
96 | 97 | 건기연 | [4508-0] | 1 | 포곡-광주 | 3.1 | 20210101 | 1 | 37.34342 | 127.25053 | 148.36 | 171.45 | 20.75 | 13.28 | 35842.34 | 경기 용인 모현 왕산 |
97 | 98 | 건기연 | [4508-0] | 2 | 포곡-광주 | 3.1 | 20210101 | 1 | 37.34342 | 127.25053 | 135.22 | 147.75 | 18.26 | 12.14 | 32846.62 | 경기 용인 모현 왕산 |
98 | 99 | 건기연 | [4509-0] | 1 | 광주-팔당 | 19.0 | 20210101 | 1 | 37.4815 | 127.28101 | 22.98 | 14.04 | 2.11 | 0.8 | 6072.17 | 경기 광주 남종 삼성 |
99 | 100 | 건기연 | [4509-0] | 2 | 광주-팔당 | 19.0 | 20210101 | 1 | 37.4815 | 127.28101 | 54.91 | 32.04 | 5.28 | 1.68 | 13138.02 | 경기 광주 남종 삼성 |