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=45d21b20-4b5a-11ec-a070-ab81432fd4e1 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시분 has constant value "" | Constant |
기본키 is highly overall correlated with 측정구간 | High correlation |
연장 is highly overall correlated with 측정구간 | High correlation |
좌표위치위도 is highly overall correlated with co and 5 other fields | High correlation |
좌표위치경도 is highly overall correlated with 측정구간 | High correlation |
co is highly overall correlated with 좌표위치위도 and 4 other fields | High correlation |
nox is highly overall correlated with 좌표위치위도 and 4 other fields | High correlation |
hc is highly overall correlated with 좌표위치위도 and 4 other fields | High correlation |
pm is highly overall correlated with 좌표위치위도 and 4 other fields | High correlation |
co2 is highly overall correlated with 좌표위치위도 and 4 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 3 other fields | High correlation |
기본키 has unique values | Unique |
pm has 2 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:33:40.873954 |
---|---|
Analysis finished | 2023-12-10 13:33:52.095754 |
Duration | 11.22 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 (%) |
0122-2 | 2 | 2.0% |
3204-5 | 2 | 2.0% |
3901-4 | 2 | 2.0% |
2915-4 | 2 | 2.0% |
2918-0 | 2 | 2.0% |
2921-3 | 2 | 2.0% |
2922-0 | 2 | 2.0% |
2923-0 | 2 | 2.0% |
2924-2 | 2 | 2.0% |
3201-0 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 118 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 78 | |
3 | 72 | |
4 | 44 | 5.5% |
6 | 24 | 3.0% |
9 | 22 | 2.8% |
Other values (3) | 38 | 4.8% |
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 | 118 | |
2 | 104 | |
1 | 78 | |
3 | 72 | |
4 | 44 | 8.8% |
6 | 24 | 4.8% |
9 | 22 | 4.4% |
7 | 18 | 3.6% |
5 | 14 | 2.8% |
8 | 6 | 1.2% |
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 | 118 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 78 | |
3 | 72 | |
4 | 44 | 5.5% |
6 | 24 | 3.0% |
9 | 22 | 2.8% |
Other values (3) | 38 | 4.8% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 118 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 78 | |
3 | 72 | |
4 | 44 | 5.5% |
6 | 24 | 3.0% |
9 | 22 | 2.8% |
Other values (3) | 38 | 4.8% |
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 |
공주-유성 | 4 |
---|---|
신평-인주 | 4 |
부여-논산 | 2 |
논산-반포 | 2 |
금남-조치원 | 2 |
Other values (43) |
Length
Max length | 8 |
---|---|
Median length | 5 |
Mean length | 5.16 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 연무-논산 |
---|---|
2nd row | 연무-논산 |
3rd row | 두마-금남 |
4th row | 두마-금남 |
5th row | 논산-반포 |
Common Values
Value | Count | Frequency (%) |
공주-유성 | 4 | 4.0% |
신평-인주 | 4 | 4.0% |
부여-논산 | 2 | 2.0% |
논산-반포 | 2 | 2.0% |
금남-조치원 | 2 | 2.0% |
전동-쌍전 | 2 | 2.0% |
천안-성환 | 2 | 2.0% |
성환-천안 | 2 | 2.0% |
둔포-평택 | 2 | 2.0% |
장항-마서 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
공주-유성 | 4 | 4.0% |
신평-인주 | 4 | 4.0% |
당진-송악 | 2 | 2.0% |
연무-논산 | 2 | 2.0% |
유구-사곡 | 2 | 2.0% |
구룡-부여 | 2 | 2.0% |
청양-홍성 | 2 | 2.0% |
홍성-고북 | 2 | 2.0% |
고북-서산 | 2 | 2.0% |
서산-지곡 | 2 | 2.0% |
Other values (38) | 76 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 42 |
---|---|
Distinct (%) | 42.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.76 |
Minimum | 1.8 |
---|---|
Maximum | 23.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.8 |
---|---|
5-th percentile | 2.7 |
Q1 | 5.3 |
median | 6.6 |
Q3 | 9.5 |
95-th percentile | 14.6 |
Maximum | 23.2 |
Range | 21.4 |
Interquartile range (IQR) | 4.2 |
Descriptive statistics
Standard deviation | 3.896126 |
---|---|
Coefficient of variation (CV) | 0.5020781 |
Kurtosis | 3.9441891 |
Mean | 7.76 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.6081813 |
Sum | 776 |
Variance | 15.179798 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.9 | 6 | 6.0% |
6.6 | 6 | 6.0% |
6.2 | 4 | 4.0% |
9.3 | 4 | 4.0% |
6.0 | 4 | 4.0% |
9.7 | 4 | 4.0% |
11.5 | 2 | 2.0% |
6.3 | 2 | 2.0% |
6.4 | 2 | 2.0% |
2.2 | 2 | 2.0% |
Other values (32) | 64 |
Value | Count | Frequency (%) |
1.8 | 2 | 2.0% |
2.2 | 2 | 2.0% |
2.7 | 2 | 2.0% |
3.6 | 2 | 2.0% |
4.0 | 2 | 2.0% |
4.2 | 2 | 2.0% |
4.3 | 2 | 2.0% |
4.4 | 2 | 2.0% |
4.9 | 6 | |
5.2 | 2 | 2.0% |
Value | Count | Frequency (%) |
23.2 | 2 | |
17.6 | 2 | |
14.6 | 2 | |
14.2 | 2 | |
12.4 | 2 | |
12.2 | 2 | |
11.5 | 2 | |
10.6 | 2 | |
10.2 | 2 | |
10.0 | 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 |
측정시분
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 | 36.501134 |
Minimum | 36.02784 |
---|---|
Maximum | 36.95295 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 36.02784 |
---|---|
5-th percentile | 36.07008 |
Q1 | 36.25196 |
median | 36.500575 |
Q3 | 36.75792 |
95-th percentile | 36.90325 |
Maximum | 36.95295 |
Range | 0.92511 |
Interquartile range (IQR) | 0.50596 |
Descriptive statistics
Standard deviation | 0.28202987 |
---|---|
Coefficient of variation (CV) | 0.0077266056 |
Kurtosis | -1.2950152 |
Mean | 36.501134 |
Median Absolute Deviation (MAD) | 0.249765 |
Skewness | 0.009421949 |
Sum | 3650.1134 |
Variance | 0.079540847 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.14511 | 2 | 2.0% |
36.62485 | 2 | 2.0% |
36.27491 | 2 | 2.0% |
36.47481 | 2 | 2.0% |
36.58635 | 2 | 2.0% |
36.72496 | 2 | 2.0% |
36.83292 | 2 | 2.0% |
36.75792 | 2 | 2.0% |
36.78489 | 2 | 2.0% |
36.90325 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
36.02784 | 2 | |
36.05892 | 2 | |
36.07008 | 2 | |
36.08997 | 2 | |
36.1228 | 2 | |
36.13314 | 2 | |
36.14511 | 2 | |
36.16232 | 2 | |
36.18861 | 2 | |
36.1897 | 2 |
Value | Count | Frequency (%) |
36.95295 | 2 | |
36.9261 | 2 | |
36.90325 | 2 | |
36.89991 | 2 | |
36.89461 | 2 | |
36.89111 | 2 | |
36.87646 | 2 | |
36.87015 | 2 | |
36.86711 | 2 | |
36.83292 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.95143 |
Minimum | 126.18913 |
---|---|
Maximum | 127.49717 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.18913 |
---|---|
5-th percentile | 126.44223 |
Q1 | 126.75145 |
median | 126.89799 |
Q3 | 127.20167 |
95-th percentile | 127.47469 |
Maximum | 127.49717 |
Range | 1.30804 |
Interquartile range (IQR) | 0.45022 |
Descriptive statistics
Standard deviation | 0.29846876 |
---|---|
Coefficient of variation (CV) | 0.0023510468 |
Kurtosis | -0.39684785 |
Mean | 126.95143 |
Median Absolute Deviation (MAD) | 0.23154 |
Skewness | -0.16762123 |
Sum | 12695.143 |
Variance | 0.089083599 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.10501 | 2 | 2.0% |
126.8775 | 2 | 2.0% |
126.85936 | 2 | 2.0% |
126.79526 | 2 | 2.0% |
126.61312 | 2 | 2.0% |
126.5301 | 2 | 2.0% |
126.44223 | 2 | 2.0% |
126.18913 | 2 | 2.0% |
126.37641 | 2 | 2.0% |
126.64887 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.18913 | 2 | |
126.37641 | 2 | |
126.44223 | 2 | |
126.5301 | 2 | |
126.60118 | 2 | |
126.61312 | 2 | |
126.64274 | 2 | |
126.64887 | 2 | |
126.66796 | 2 | |
126.70896 | 2 |
Value | Count | Frequency (%) |
127.49717 | 2 | |
127.49544 | 2 | |
127.47469 | 2 | |
127.42036 | 2 | |
127.28963 | 2 | |
127.28536 | 2 | |
127.27513 | 2 | |
127.25961 | 2 | |
127.25821 | 2 | |
127.24084 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 60.3107 |
Minimum | 0.65 |
---|---|
Maximum | 284.32 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.65 |
---|---|
5-th percentile | 2.78 |
Q1 | 17.535 |
median | 43.58 |
Q3 | 90.3325 |
95-th percentile | 159.6405 |
Maximum | 284.32 |
Range | 283.67 |
Interquartile range (IQR) | 72.7975 |
Descriptive statistics
Standard deviation | 54.62973 |
---|---|
Coefficient of variation (CV) | 0.90580493 |
Kurtosis | 2.9018911 |
Mean | 60.3107 |
Median Absolute Deviation (MAD) | 30.54 |
Skewness | 1.5390477 |
Sum | 6031.07 |
Variance | 2984.4074 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.78 | 2 | 2.0% |
32.73 | 1 | 1.0% |
101.92 | 1 | 1.0% |
10.53 | 1 | 1.0% |
38.19 | 1 | 1.0% |
31.18 | 1 | 1.0% |
158.83 | 1 | 1.0% |
202.18 | 1 | 1.0% |
90.28 | 1 | 1.0% |
79.43 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
0.65 | 1 | |
1.98 | 1 | |
2.1 | 1 | |
2.31 | 1 | |
2.78 | 2 | |
4.09 | 1 | |
7.26 | 1 | |
8.58 | 1 | |
8.63 | 1 | |
9.26 | 1 |
Value | Count | Frequency (%) |
284.32 | 1 | |
237.14 | 1 | |
202.18 | 1 | |
192.99 | 1 | |
175.04 | 1 | |
158.83 | 1 | |
157.91 | 1 | |
150.49 | 1 | |
131.88 | 1 | |
130.5 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52.4744 |
Minimum | 0.32 |
---|---|
Maximum | 269 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.32 |
---|---|
5-th percentile | 1.79 |
Q1 | 12.4425 |
median | 34.04 |
Q3 | 77.6975 |
95-th percentile | 152.369 |
Maximum | 269 |
Range | 268.68 |
Interquartile range (IQR) | 65.255 |
Descriptive statistics
Standard deviation | 53.165309 |
---|---|
Coefficient of variation (CV) | 1.0131666 |
Kurtosis | 3.6820532 |
Mean | 52.4744 |
Median Absolute Deviation (MAD) | 26.775 |
Skewness | 1.7618604 |
Sum | 5247.44 |
Variance | 2826.5501 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.79 | 2 | 2.0% |
7.7 | 2 | 2.0% |
31.91 | 1 | 1.0% |
83.92 | 1 | 1.0% |
50.72 | 1 | 1.0% |
27.46 | 1 | 1.0% |
189.25 | 1 | 1.0% |
269.0 | 1 | 1.0% |
79.4 | 1 | 1.0% |
71.35 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.32 | 1 | |
1.11 | 1 | |
1.32 | 1 | |
1.6 | 1 | |
1.79 | 2 | |
3.01 | 1 | |
4.34 | 1 | |
5.13 | 1 | |
5.39 | 1 | |
6.18 | 1 |
Value | Count | Frequency (%) |
269.0 | 1 | |
246.0 | 1 | |
197.69 | 1 | |
189.25 | 1 | |
168.69 | 1 | |
151.51 | 1 | |
135.58 | 1 | |
133.49 | 1 | |
130.72 | 1 | |
127.51 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.1698 |
Minimum | 0.06 |
---|---|
Maximum | 32.02 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.06 |
---|---|
5-th percentile | 0.26 |
Q1 | 1.8575 |
median | 5.22 |
Q3 | 10.0775 |
95-th percentile | 20.253 |
Maximum | 32.02 |
Range | 31.96 |
Interquartile range (IQR) | 8.22 |
Descriptive statistics
Standard deviation | 6.7266107 |
---|---|
Coefficient of variation (CV) | 0.93818665 |
Kurtosis | 1.9684826 |
Mean | 7.1698 |
Median Absolute Deviation (MAD) | 4.04 |
Skewness | 1.408704 |
Sum | 716.98 |
Variance | 45.247291 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.26 | 2 | 2.0% |
9.7 | 2 | 2.0% |
1.13 | 2 | 2.0% |
5.53 | 2 | 2.0% |
0.89 | 2 | 2.0% |
11.42 | 1 | 1.0% |
4.11 | 1 | 1.0% |
22.21 | 1 | 1.0% |
28.32 | 1 | 1.0% |
10.13 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
0.06 | 1 | |
0.18 | 1 | |
0.2 | 1 | |
0.23 | 1 | |
0.26 | 2 | |
0.4 | 1 | |
0.71 | 1 | |
0.78 | 1 | |
0.82 | 1 | |
0.89 | 2 |
Value | Count | Frequency (%) |
32.02 | 1 | |
28.32 | 1 | |
25.64 | 1 | |
22.56 | 1 | |
22.21 | 1 | |
20.15 | 1 | |
19.42 | 1 | |
19.24 | 1 | |
17.21 | 1 | |
16.72 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 87 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.9387 |
Minimum | 0 |
---|---|
Maximum | 15.45 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1395 |
Q1 | 0.7 |
median | 1.965 |
Q3 | 4.085 |
95-th percentile | 8.1145 |
Maximum | 15.45 |
Range | 15.45 |
Interquartile range (IQR) | 3.385 |
Descriptive statistics
Standard deviation | 3.0072531 |
---|---|
Coefficient of variation (CV) | 1.0233277 |
Kurtosis | 4.4791279 |
Mean | 2.9387 |
Median Absolute Deviation (MAD) | 1.43 |
Skewness | 1.9010661 |
Sum | 293.87 |
Variance | 9.043571 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.27 | 3 | 3.0% |
0.13 | 3 | 3.0% |
0.94 | 2 | 2.0% |
0.28 | 2 | 2.0% |
3.8 | 2 | 2.0% |
0.55 | 2 | 2.0% |
0.54 | 2 | 2.0% |
0.7 | 2 | 2.0% |
0.86 | 2 | 2.0% |
2.19 | 2 | 2.0% |
Other values (77) | 78 |
Value | Count | Frequency (%) |
0.0 | 2 | |
0.13 | 3 | |
0.14 | 1 | 1.0% |
0.26 | 1 | 1.0% |
0.27 | 3 | |
0.28 | 2 | |
0.4 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.53 | 1 | 1.0% |
0.54 | 2 |
Value | Count | Frequency (%) |
15.45 | 1 | |
14.5 | 1 | |
11.99 | 1 | |
10.54 | 1 | |
8.2 | 1 | |
8.11 | 1 | |
7.89 | 1 | |
7.74 | 1 | |
7.49 | 1 | |
7.29 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15028.043 |
Minimum | 153.68 |
---|---|
Maximum | 72280.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 153.68 |
---|---|
5-th percentile | 734.66 |
Q1 | 4428.36 |
median | 10582.555 |
Q3 | 21324.955 |
95-th percentile | 40249.916 |
Maximum | 72280.1 |
Range | 72126.42 |
Interquartile range (IQR) | 16896.595 |
Descriptive statistics
Standard deviation | 13758.543 |
---|---|
Coefficient of variation (CV) | 0.91552454 |
Kurtosis | 3.5438126 |
Mean | 15028.043 |
Median Absolute Deviation (MAD) | 7415.505 |
Skewness | 1.6684762 |
Sum | 1502804.3 |
Variance | 1.892975 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
734.66 | 2 | 2.0% |
8863.78 | 1 | 1.0% |
25757.72 | 1 | 1.0% |
2483.31 | 1 | 1.0% |
10278.57 | 1 | 1.0% |
7633.5 | 1 | 1.0% |
40505.58 | 1 | 1.0% |
56725.84 | 1 | 1.0% |
23221.75 | 1 | 1.0% |
19887.1 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
153.68 | 1 | |
487.28 | 1 | |
554.74 | 1 | |
601.6 | 1 | |
734.66 | 2 | |
1134.01 | 1 | |
1748.61 | 1 | |
2215.28 | 1 | |
2308.64 | 1 | |
2389.54 | 1 |
Value | Count | Frequency (%) |
72280.1 | 1 | |
61453.14 | 1 | |
56725.84 | 1 | |
48304.92 | 1 | |
40505.58 | 1 | |
40236.46 | 1 | |
36484.59 | 1 | |
36425.06 | 1 | |
35032.96 | 1 | |
30482.69 | 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 | 10.94 |
Min length | 8 |
Characters and Unicode
Total characters | 1094 |
---|---|
Distinct characters | 105 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 충남 논산 은진 토양 |
---|---|
2nd row | 충남 논산 은진 토양 |
3rd row | 충남 공주 반포 온천 |
4th row | 충남 공주 반포 온천 |
5th row | 충남 논산 연산 천호 |
Value | Count | Frequency (%) |
충남 | 100 | |
천안 | 12 | 3.0% |
금산 | 10 | 2.5% |
서천 | 10 | 2.5% |
공주 | 10 | 2.5% |
예산 | 8 | 2.0% |
세종 | 8 | 2.0% |
청양 | 8 | 2.0% |
부여 | 8 | 2.0% |
성환 | 6 | 1.5% |
Other values (95) | 218 |
Most occurring characters
Value | Count | Frequency (%) |
298 | ||
충 | 100 | 9.1% |
남 | 100 | 9.1% |
산 | 46 | 4.2% |
천 | 28 | 2.6% |
성 | 24 | 2.2% |
서 | 24 | 2.2% |
신 | 16 | 1.5% |
안 | 16 | 1.5% |
주 | 14 | 1.3% |
Other values (95) | 428 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 796 | |
Space Separator | 298 | 27.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
충 | 100 | 12.6% |
남 | 100 | 12.6% |
산 | 46 | 5.8% |
천 | 28 | 3.5% |
성 | 24 | 3.0% |
서 | 24 | 3.0% |
신 | 16 | 2.0% |
안 | 16 | 2.0% |
주 | 14 | 1.8% |
청 | 14 | 1.8% |
Other values (94) | 414 |
Space Separator
Value | Count | Frequency (%) |
298 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 796 | |
Common | 298 | 27.2% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
충 | 100 | 12.6% |
남 | 100 | 12.6% |
산 | 46 | 5.8% |
천 | 28 | 3.5% |
성 | 24 | 3.0% |
서 | 24 | 3.0% |
신 | 16 | 2.0% |
안 | 16 | 2.0% |
주 | 14 | 1.8% |
청 | 14 | 1.8% |
Other values (94) | 414 |
Common
Value | Count | Frequency (%) |
298 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 796 | |
ASCII | 298 | 27.2% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
298 |
Hangul
Value | Count | Frequency (%) |
충 | 100 | 12.6% |
남 | 100 | 12.6% |
산 | 46 | 5.8% |
천 | 28 | 3.5% |
성 | 24 | 3.0% |
서 | 24 | 3.0% |
신 | 16 | 2.0% |
안 | 16 | 2.0% |
주 | 14 | 1.8% |
청 | 14 | 1.8% |
Other values (94) | 414 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.996 | 0.615 | 0.866 | 0.863 | 0.457 | 0.382 | 0.279 | 0.251 | 0.382 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.865 | 0.846 | 0.819 | 0.701 | 0.821 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.152 | 0.000 | 0.028 | 0.000 | 0.000 |
측정구간 | 0.996 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.998 | 0.857 | 0.829 | 0.772 | 0.683 | 0.818 | 1.000 |
연장 | 0.615 | 1.000 | 0.000 | 1.000 | 1.000 | 0.532 | 0.650 | 0.297 | 0.185 | 0.159 | 0.161 | 0.303 | 1.000 |
좌표위치위도 | 0.866 | 1.000 | 0.000 | 1.000 | 0.532 | 1.000 | 0.871 | 0.348 | 0.493 | 0.488 | 0.343 | 0.397 | 1.000 |
좌표위치경도 | 0.863 | 1.000 | 0.000 | 0.998 | 0.650 | 0.871 | 1.000 | 0.423 | 0.388 | 0.453 | 0.292 | 0.531 | 1.000 |
co | 0.457 | 0.865 | 0.000 | 0.857 | 0.297 | 0.348 | 0.423 | 1.000 | 0.887 | 0.978 | 0.874 | 0.995 | 0.865 |
nox | 0.382 | 0.846 | 0.152 | 0.829 | 0.185 | 0.493 | 0.388 | 0.887 | 1.000 | 0.913 | 0.979 | 0.905 | 0.846 |
hc | 0.279 | 0.819 | 0.000 | 0.772 | 0.159 | 0.488 | 0.453 | 0.978 | 0.913 | 1.000 | 0.871 | 0.988 | 0.819 |
pm | 0.251 | 0.701 | 0.028 | 0.683 | 0.161 | 0.343 | 0.292 | 0.874 | 0.979 | 0.871 | 1.000 | 0.882 | 0.701 |
co2 | 0.382 | 0.821 | 0.000 | 0.818 | 0.303 | 0.397 | 0.531 | 0.995 | 0.905 | 0.988 | 0.882 | 1.000 | 0.821 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.865 | 0.846 | 0.819 | 0.701 | 0.821 | 1.000 |
측정구간 | 방향 | |
---|---|---|
측정구간 | 1.000 | 0.000 |
방향 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | 측정구간 | |
---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | -0.098 | 0.238 | -0.249 | -0.251 | -0.193 | -0.201 | -0.230 | -0.246 | 0.000 | 0.727 |
연장 | -0.098 | 1.000 | 0.081 | -0.128 | 0.114 | 0.084 | 0.074 | 0.098 | 0.119 | 0.000 | 0.736 |
좌표위치위도 | 0.238 | 0.081 | 1.000 | -0.140 | 0.547 | 0.610 | 0.607 | 0.592 | 0.557 | 0.000 | 0.760 |
좌표위치경도 | -0.249 | -0.128 | -0.140 | 1.000 | 0.216 | 0.187 | 0.196 | 0.194 | 0.212 | 0.000 | 0.740 |
co | -0.251 | 0.114 | 0.547 | 0.216 | 1.000 | 0.973 | 0.983 | 0.942 | 0.997 | 0.000 | 0.376 |
nox | -0.193 | 0.084 | 0.610 | 0.187 | 0.973 | 1.000 | 0.995 | 0.983 | 0.976 | 0.144 | 0.353 |
hc | -0.201 | 0.074 | 0.607 | 0.196 | 0.983 | 0.995 | 1.000 | 0.970 | 0.981 | 0.000 | 0.288 |
pm | -0.230 | 0.098 | 0.592 | 0.194 | 0.942 | 0.983 | 0.970 | 1.000 | 0.948 | 0.055 | 0.243 |
co2 | -0.246 | 0.119 | 0.557 | 0.212 | 0.997 | 0.976 | 0.981 | 0.948 | 1.000 | 0.000 | 0.338 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.144 | 0.000 | 0.055 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.727 | 0.736 | 0.760 | 0.740 | 0.376 | 0.353 | 0.288 | 0.243 | 0.338 | 0.000 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0122-2] | 1 | 연무-논산 | 11.5 | 20210201 | 0 | 36.14511 | 127.10501 | 32.73 | 31.91 | 3.52 | 2.84 | 8863.78 | 충남 논산 은진 토양 |
1 | 2 | 건기연 | [0122-2] | 2 | 연무-논산 | 11.5 | 20210201 | 0 | 36.14511 | 127.10501 | 27.1 | 24.73 | 2.87 | 2.24 | 7370.13 | 충남 논산 은진 토양 |
2 | 3 | 건기연 | [0123-2] | 1 | 두마-금남 | 4.9 | 20210201 | 0 | 36.37685 | 127.25961 | 175.04 | 135.58 | 20.15 | 5.79 | 40236.46 | 충남 공주 반포 온천 |
3 | 4 | 건기연 | [0123-2] | 2 | 두마-금남 | 4.9 | 20210201 | 0 | 36.37685 | 127.25961 | 110.29 | 82.03 | 11.97 | 3.56 | 25750.76 | 충남 공주 반포 온천 |
4 | 5 | 건기연 | [0124-0] | 1 | 논산-반포 | 10.2 | 20210201 | 0 | 36.24966 | 127.22854 | 79.22 | 44.74 | 7.52 | 2.16 | 19026.56 | 충남 논산 연산 천호 |
5 | 6 | 건기연 | [0124-0] | 2 | 논산-반포 | 10.2 | 20210201 | 0 | 36.24966 | 127.22854 | 131.88 | 84.27 | 15.12 | 5.37 | 28061.7 | 충남 논산 연산 천호 |
6 | 7 | 건기연 | [0127-2] | 1 | 금남-조치원 | 12.2 | 20210201 | 0 | 36.56218 | 127.28536 | 128.88 | 85.54 | 13.12 | 4.13 | 30482.69 | 충남 세종 연서 봉암 |
7 | 8 | 건기연 | [0127-2] | 2 | 금남-조치원 | 12.2 | 20210201 | 0 | 36.56218 | 127.28536 | 130.5 | 98.34 | 12.78 | 5.47 | 36425.06 | 충남 세종 연서 봉암 |
8 | 9 | 건기연 | [0127-7] | 1 | 공주-유성 | 5.8 | 20210201 | 0 | 36.40916 | 127.25821 | 34.81 | 37.07 | 5.56 | 2.37 | 8097.24 | 충남 공주 반포 성강 |
9 | 10 | 건기연 | [0127-7] | 2 | 공주-유성 | 5.8 | 20210201 | 0 | 36.40916 | 127.25821 | 25.32 | 22.36 | 3.38 | 1.09 | 6163.0 | 충남 공주 반포 성강 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [3606-0] | 1 | 공주-어진동 | 4.4 | 20210201 | 0 | 36.48872 | 127.20167 | 101.23 | 87.72 | 12.87 | 4.05 | 24853.61 | 충남 세종 장군 은용 |
91 | 92 | 건기연 | [3606-0] | 2 | 공주-어진동 | 4.4 | 20210201 | 0 | 36.48872 | 127.20167 | 110.22 | 65.75 | 11.22 | 1.99 | 25890.63 | 충남 세종 장군 은용 |
92 | 93 | 건기연 | [3706-0] | 1 | 진천-음성 | 9.3 | 20210201 | 0 | 36.1228 | 127.49717 | 54.91 | 35.48 | 5.38 | 1.67 | 13051.63 | 충남 금산 군북 내부 |
93 | 94 | 건기연 | [3706-0] | 2 | 진천-음성 | 9.3 | 20210201 | 0 | 36.1228 | 127.49717 | 58.4 | 39.81 | 5.53 | 2.28 | 15326.44 | 충남 금산 군북 내부 |
94 | 95 | 건기연 | [3707-0] | 1 | 추부-군서 | 1.8 | 20210201 | 0 | 36.21913 | 127.49544 | 13.11 | 8.84 | 1.28 | 0.7 | 3424.08 | 충남 금산 추부 요광 |
95 | 96 | 건기연 | [3707-0] | 2 | 추부-군서 | 1.8 | 20210201 | 0 | 36.21913 | 127.49544 | 11.8 | 7.7 | 1.13 | 0.55 | 3094.21 | 충남 금산 추부 요광 |
96 | 97 | 건기연 | [3901-4] | 1 | 은산-청양IC | 6.2 | 20210201 | 0 | 36.35819 | 126.91585 | 1.98 | 1.32 | 0.2 | 0.13 | 487.28 | 충남 청양 장평 은곡 |
97 | 98 | 건기연 | [3901-4] | 2 | 은산-청양IC | 6.2 | 20210201 | 0 | 36.35819 | 126.91585 | 2.31 | 1.6 | 0.23 | 0.14 | 601.6 | 충남 청양 장평 은곡 |
98 | 99 | 건기연 | [3902-0] | 1 | 유구-아산 | 23.2 | 20210201 | 0 | 36.60979 | 126.97031 | 12.76 | 8.29 | 1.13 | 0.53 | 3647.78 | 충남 공주 유구 추계 |
99 | 100 | 건기연 | [3902-0] | 2 | 유구-아산 | 23.2 | 20210201 | 0 | 36.60979 | 126.97031 | 11.76 | 6.49 | 1.1 | 0.27 | 2818.75 | 충남 공주 유구 추계 |