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=47bcd420-4b5a-11ec-a1d0-25701f338068 |
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 5 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 4 other fields | High correlation |
기본키 has unique values | Unique |
pm has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:10:05.136180 |
---|---|
Analysis finished | 2023-12-10 12:10:15.385451 |
Duration | 10.25 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% |
3206-3 | 2 | 2.0% |
3902-2 | 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% |
3203-2 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 120 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 74 | |
3 | 74 | |
4 | 42 | 5.2% |
9 | 26 | 3.2% |
6 | 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 | 120 | |
2 | 104 | |
1 | 74 | |
3 | 74 | |
4 | 42 | 8.4% |
9 | 26 | 5.2% |
6 | 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 | 120 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 74 | |
3 | 74 | |
4 | 42 | 5.2% |
9 | 26 | 3.2% |
6 | 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 | 120 | |
2 | 104 | |
[ | 100 | |
- | 100 | |
] | 100 | |
1 | 74 | |
3 | 74 | |
4 | 42 | 5.2% |
9 | 26 | 3.2% |
6 | 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 |
신평-인주 | 4 |
---|---|
공주-유성 | 4 |
부여-논산 | 2 |
논산-반포 | 2 |
금남-조치원 | 2 |
Other values (43) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 5.1 |
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 (%) |
신평-인주 | 4 | 4.0% |
공주-유성 | 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 (%) |
신평-인주 | 4 | 4.0% |
공주-유성 | 4 | 4.0% |
유구-사곡 | 2 | 2.0% |
연무-논산 | 2 | 2.0% |
청양-홍성 | 2 | 2.0% |
홍성-고북 | 2 | 2.0% |
고북-서산 | 2 | 2.0% |
서산-지곡 | 2 | 2.0% |
만리포-태안 | 2 | 2.0% |
태안-서산 | 2 | 2.0% |
Other values (38) | 76 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 43 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.966 |
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 | 5.4 |
median | 6.75 |
Q3 | 9.7 |
95-th percentile | 14.6 |
Maximum | 23.2 |
Range | 21.4 |
Interquartile range (IQR) | 4.3 |
Descriptive statistics
Standard deviation | 3.9304874 |
---|---|
Coefficient of variation (CV) | 0.49340791 |
Kurtosis | 3.4206142 |
Mean | 7.966 |
Median Absolute Deviation (MAD) | 2.2 |
Skewness | 1.46173 |
Sum | 796.6 |
Variance | 15.448731 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.6 | 6 | 6.0% |
4.9 | 4 | 4.0% |
6.2 | 4 | 4.0% |
9.7 | 4 | 4.0% |
9.3 | 4 | 4.0% |
8.3 | 4 | 4.0% |
2.2 | 2 | 2.0% |
7.2 | 2 | 2.0% |
4.3 | 2 | 2.0% |
9.5 | 2 | 2.0% |
Other values (33) | 66 |
Value | Count | Frequency (%) |
1.8 | 2 | |
2.2 | 2 | |
2.7 | 2 | |
3.6 | 2 | |
4.0 | 2 | |
4.2 | 2 | |
4.3 | 2 | |
4.4 | 2 | |
4.9 | 4 | |
5.2 | 2 |
Value | Count | Frequency (%) |
23.2 | 2 | |
17.6 | 2 | |
14.6 | 2 | |
14.2 | 2 | |
12.9 | 2 | |
12.4 | 2 | |
12.2 | 2 | |
11.5 | 2 | |
10.6 | 2 | |
10.2 | 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 |
측정시분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 100 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 36.511733 |
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 | 36.25536 |
median | 36.500575 |
Q3 | 36.76405 |
95-th percentile | 36.90325 |
Maximum | 36.95295 |
Range | 0.92511 |
Interquartile range (IQR) | 0.50869 |
Descriptive statistics
Standard deviation | 0.28100671 |
---|---|
Coefficient of variation (CV) | 0.00769634 |
Kurtosis | -1.2857598 |
Mean | 36.511733 |
Median Absolute Deviation (MAD) | 0.249765 |
Skewness | -0.021396592 |
Sum | 3651.1733 |
Variance | 0.078964772 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.14511 | 2 | 2.0% |
36.89111 | 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% |
36.87015 | 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 | |
36.14511 | 2 | |
36.16232 | 2 | |
36.18861 | 2 | |
36.1897 | 2 | |
36.21913 | 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 | |
36.85256 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.96016 |
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 | 126.75712 |
median | 126.95748 |
Q3 | 127.20167 |
95-th percentile | 127.47469 |
Maximum | 127.49717 |
Range | 1.30804 |
Interquartile range (IQR) | 0.44455 |
Descriptive statistics
Standard deviation | 0.29397234 |
---|---|
Coefficient of variation (CV) | 0.0023154693 |
Kurtosis | -0.24844547 |
Mean | 126.96016 |
Median Absolute Deviation (MAD) | 0.2032 |
Skewness | -0.23112933 |
Sum | 12696.016 |
Variance | 0.086419737 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.10501 | 2 | 2.0% |
126.81017 | 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% |
126.75145 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.18913 | 2 | |
126.37641 | 2 | |
126.44223 | 2 | |
126.5301 | 2 | |
126.61312 | 2 | |
126.64274 | 2 | |
126.64887 | 2 | |
126.66796 | 2 | |
126.70896 | 2 | |
126.71196 | 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 | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.3301 |
Minimum | 0 |
---|---|
Maximum | 158.26 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.2835 |
Q1 | 13.4925 |
median | 26.535 |
Q3 | 48.95 |
95-th percentile | 72.537 |
Maximum | 158.26 |
Range | 158.26 |
Interquartile range (IQR) | 35.4575 |
Descriptive statistics
Standard deviation | 28.952099 |
---|---|
Coefficient of variation (CV) | 0.86864723 |
Kurtosis | 5.7240675 |
Mean | 33.3301 |
Median Absolute Deviation (MAD) | 15.75 |
Skewness | 1.9667319 |
Sum | 3333.01 |
Variance | 838.22404 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.65 | 2 | 2.0% |
4.35 | 2 | 2.0% |
6.97 | 2 | 2.0% |
25.17 | 1 | 1.0% |
16.21 | 1 | 1.0% |
52.9 | 1 | 1.0% |
11.11 | 1 | 1.0% |
21.02 | 1 | 1.0% |
13.74 | 1 | 1.0% |
57.99 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.65 | 2 | |
1.26 | 1 | |
1.78 | 1 | |
2.31 | 1 | |
2.63 | 1 | |
2.68 | 1 | |
3.33 | 1 | |
4.35 | 2 | |
5.14 | 1 |
Value | Count | Frequency (%) |
158.26 | 1 | |
151.13 | 1 | |
133.94 | 1 | |
75.41 | 1 | |
75.14 | 1 | |
72.4 | 1 | |
72.13 | 1 | |
71.53 | 1 | |
67.87 | 1 | |
67.82 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.4397 |
Minimum | 0 |
---|---|
Maximum | 122.98 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.5865 |
Q1 | 8.66 |
median | 20.075 |
Q3 | 33.965 |
95-th percentile | 53.3985 |
Maximum | 122.98 |
Range | 122.98 |
Interquartile range (IQR) | 25.305 |
Descriptive statistics
Standard deviation | 22.058413 |
---|---|
Coefficient of variation (CV) | 0.90256479 |
Kurtosis | 6.8210149 |
Mean | 24.4397 |
Median Absolute Deviation (MAD) | 12.87 |
Skewness | 2.1128846 |
Sum | 2443.97 |
Variance | 486.57357 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.32 | 2 | 2.0% |
2.62 | 2 | 2.0% |
4.0 | 2 | 2.0% |
24.59 | 1 | 1.0% |
9.51 | 1 | 1.0% |
43.1 | 1 | 1.0% |
6.17 | 1 | 1.0% |
15.27 | 1 | 1.0% |
8.41 | 1 | 1.0% |
41.74 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.32 | 2 | |
1.05 | 1 | |
1.33 | 1 | |
1.6 | 1 | |
1.64 | 1 | |
1.73 | 1 | |
2.06 | 1 | |
2.62 | 2 | |
3.25 | 1 |
Value | Count | Frequency (%) |
122.98 | 1 | |
120.67 | 1 | |
96.05 | 1 | |
64.04 | 1 | |
55.65 | 1 | |
53.28 | 1 | |
51.14 | 1 | |
50.68 | 1 | |
47.22 | 1 | |
46.63 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 94 |
---|---|
Distinct (%) | 94.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5276 |
Minimum | 0 |
---|---|
Maximum | 16.98 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.2275 |
Q1 | 1.3625 |
median | 2.805 |
Q3 | 5.235 |
95-th percentile | 7.584 |
Maximum | 16.98 |
Range | 16.98 |
Interquartile range (IQR) | 3.8725 |
Descriptive statistics
Standard deviation | 3.1366285 |
---|---|
Coefficient of variation (CV) | 0.88916786 |
Kurtosis | 5.8923012 |
Mean | 3.5276 |
Median Absolute Deviation (MAD) | 1.81 |
Skewness | 2.0004296 |
Sum | 352.76 |
Variance | 9.8384386 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.06 | 2 | 2.0% |
0.4 | 2 | 2.0% |
6.09 | 2 | 2.0% |
3.04 | 2 | 2.0% |
2.91 | 2 | 2.0% |
0.62 | 2 | 2.0% |
6.25 | 1 | 1.0% |
5.31 | 1 | 1.0% |
6.07 | 1 | 1.0% |
1.05 | 1 | 1.0% |
Other values (84) | 84 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.06 | 2 | |
0.14 | 1 | |
0.18 | 1 | |
0.23 | 1 | |
0.26 | 1 | |
0.27 | 1 | |
0.33 | 1 | |
0.4 | 2 | |
0.49 | 1 |
Value | Count | Frequency (%) |
16.98 | 1 | |
16.77 | 1 | |
13.76 | 1 | |
10.36 | 1 | |
8.61 | 1 | |
7.53 | 1 | |
7.31 | 1 | |
7.22 | 1 | |
7.03 | 1 | |
6.81 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 65 |
---|---|
Distinct (%) | 65.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.1958 |
Minimum | 0 |
---|---|
Maximum | 7.33 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.13 |
Q1 | 0.4 |
median | 1.08 |
Q3 | 1.6475 |
95-th percentile | 2.87 |
Maximum | 7.33 |
Range | 7.33 |
Interquartile range (IQR) | 1.2475 |
Descriptive statistics
Standard deviation | 1.1017793 |
---|---|
Coefficient of variation (CV) | 0.92137419 |
Kurtosis | 10.853528 |
Mean | 1.1958 |
Median Absolute Deviation (MAD) | 0.63 |
Skewness | 2.5510983 |
Sum | 119.58 |
Variance | 1.2139175 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.14 | 6 | 6.0% |
0.13 | 6 | 6.0% |
0.54 | 5 | 5.0% |
0.27 | 5 | 5.0% |
0.28 | 4 | 4.0% |
1.08 | 3 | 3.0% |
0.0 | 3 | 3.0% |
1.51 | 2 | 2.0% |
1.64 | 2 | 2.0% |
0.67 | 2 | 2.0% |
Other values (55) | 62 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.13 | 6 | |
0.14 | 6 | |
0.27 | 5 | |
0.28 | 4 | |
0.4 | 2 | 2.0% |
0.41 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.54 | 5 | |
0.56 | 1 | 1.0% |
Value | Count | Frequency (%) |
7.33 | 1 | |
5.67 | 1 | |
3.27 | 1 | |
3.1 | 1 | |
3.06 | 1 | |
2.86 | 1 | |
2.69 | 1 | |
2.5 | 1 | |
2.32 | 1 | |
2.28 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 97 |
---|---|
Distinct (%) | 97.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8251.1072 |
Minimum | 0 |
---|---|
Maximum | 37107.1 |
Zeros | 1 |
Zeros (%) | 1.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 594.666 |
Q1 | 3537.4475 |
median | 6678.56 |
Q3 | 11538.77 |
95-th percentile | 17618.31 |
Maximum | 37107.1 |
Range | 37107.1 |
Interquartile range (IQR) | 8001.3225 |
Descriptive statistics
Standard deviation | 7036.6351 |
---|---|
Coefficient of variation (CV) | 0.85281101 |
Kurtosis | 4.9985682 |
Mean | 8251.1072 |
Median Absolute Deviation (MAD) | 4007.86 |
Skewness | 1.8465468 |
Sum | 825110.72 |
Variance | 49514233 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
153.68 | 2 | 2.0% |
1150.71 | 2 | 2.0% |
1844.14 | 2 | 2.0% |
5785.43 | 1 | 1.0% |
4284.25 | 1 | 1.0% |
13302.45 | 1 | 1.0% |
2665.07 | 1 | 1.0% |
4819.87 | 1 | 1.0% |
3607.72 | 1 | 1.0% |
14934.74 | 1 | 1.0% |
Other values (87) | 87 |
Value | Count | Frequency (%) |
0.0 | 1 | |
153.68 | 2 | |
324.24 | 1 | |
462.92 | 1 | |
601.6 | 1 | |
640.96 | 1 | |
646.6 | 1 | |
800.28 | 1 | |
1150.71 | 2 | |
1341.9 | 1 |
Value | Count | Frequency (%) |
37107.1 | 1 | |
35418.74 | 1 | |
34365.01 | 1 | |
19835.57 | 1 | |
17894.19 | 1 | |
17603.79 | 1 | |
17281.65 | 1 | |
17001.59 | 1 | |
16887.3 | 1 | |
16753.15 | 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 | 104 |
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% |
청양 | 10 | 2.5% |
금산 | 10 | 2.5% |
공주 | 10 | 2.5% |
아산 | 8 | 2.0% |
부여 | 8 | 2.0% |
서천 | 8 | 2.0% |
세종 | 8 | 2.0% |
서산 | 6 | 1.5% |
Other values (94) | 218 |
Most occurring characters
Value | Count | Frequency (%) |
298 | ||
남 | 102 | 9.3% |
충 | 100 | 9.1% |
산 | 50 | 4.6% |
천 | 26 | 2.4% |
서 | 22 | 2.0% |
성 | 22 | 2.0% |
안 | 16 | 1.5% |
청 | 16 | 1.5% |
부 | 14 | 1.3% |
Other values (94) | 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 (%) |
남 | 102 | 12.8% |
충 | 100 | 12.6% |
산 | 50 | 6.3% |
천 | 26 | 3.3% |
서 | 22 | 2.8% |
성 | 22 | 2.8% |
안 | 16 | 2.0% |
청 | 16 | 2.0% |
부 | 14 | 1.8% |
주 | 14 | 1.8% |
Other values (93) | 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 (%) |
남 | 102 | 12.8% |
충 | 100 | 12.6% |
산 | 50 | 6.3% |
천 | 26 | 3.3% |
서 | 22 | 2.8% |
성 | 22 | 2.8% |
안 | 16 | 2.0% |
청 | 16 | 2.0% |
부 | 14 | 1.8% |
주 | 14 | 1.8% |
Other values (93) | 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 (%) |
남 | 102 | 12.8% |
충 | 100 | 12.6% |
산 | 50 | 6.3% |
천 | 26 | 3.3% |
서 | 22 | 2.8% |
성 | 22 | 2.8% |
안 | 16 | 2.0% |
청 | 16 | 2.0% |
부 | 14 | 1.8% |
주 | 14 | 1.8% |
Other values (93) | 414 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.998 | 0.625 | 0.854 | 0.867 | 0.510 | 0.520 | 0.474 | 0.434 | 0.495 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.931 | 0.914 | 0.889 | 0.839 | 0.916 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.000 |
측정구간 | 0.998 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.998 | 0.924 | 0.932 | 0.889 | 0.836 | 0.908 | 1.000 |
연장 | 0.625 | 1.000 | 0.000 | 1.000 | 1.000 | 0.614 | 0.626 | 0.383 | 0.442 | 0.228 | 0.394 | 0.397 | 1.000 |
좌표위치위도 | 0.854 | 1.000 | 0.000 | 1.000 | 0.614 | 1.000 | 0.841 | 0.366 | 0.323 | 0.197 | 0.359 | 0.354 | 1.000 |
좌표위치경도 | 0.867 | 1.000 | 0.000 | 0.998 | 0.626 | 0.841 | 1.000 | 0.414 | 0.468 | 0.393 | 0.390 | 0.424 | 1.000 |
co | 0.510 | 0.931 | 0.000 | 0.924 | 0.383 | 0.366 | 0.414 | 1.000 | 0.936 | 0.942 | 0.924 | 0.984 | 0.931 |
nox | 0.520 | 0.914 | 0.000 | 0.932 | 0.442 | 0.323 | 0.468 | 0.936 | 1.000 | 0.979 | 0.848 | 0.872 | 0.914 |
hc | 0.474 | 0.889 | 0.000 | 0.889 | 0.228 | 0.197 | 0.393 | 0.942 | 0.979 | 1.000 | 0.850 | 0.881 | 0.889 |
pm | 0.434 | 0.839 | 0.086 | 0.836 | 0.394 | 0.359 | 0.390 | 0.924 | 0.848 | 0.850 | 1.000 | 0.875 | 0.839 |
co2 | 0.495 | 0.916 | 0.000 | 0.908 | 0.397 | 0.354 | 0.424 | 0.984 | 0.872 | 0.881 | 0.875 | 1.000 | 0.916 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.931 | 0.914 | 0.889 | 0.839 | 0.916 | 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 | -0.015 | 0.239 | -0.258 | -0.257 | -0.269 | -0.259 | -0.305 | -0.245 | 0.000 | 0.744 |
연장 | -0.015 | 1.000 | 0.064 | -0.138 | 0.060 | 0.042 | 0.045 | 0.064 | 0.071 | 0.000 | 0.735 |
좌표위치위도 | 0.239 | 0.064 | 1.000 | -0.177 | 0.546 | 0.578 | 0.584 | 0.549 | 0.542 | 0.000 | 0.760 |
좌표위치경도 | -0.258 | -0.138 | -0.177 | 1.000 | 0.203 | 0.219 | 0.234 | 0.229 | 0.191 | 0.000 | 0.741 |
co | -0.257 | 0.060 | 0.546 | 0.203 | 1.000 | 0.972 | 0.978 | 0.904 | 0.996 | 0.000 | 0.512 |
nox | -0.269 | 0.042 | 0.578 | 0.219 | 0.972 | 1.000 | 0.992 | 0.958 | 0.963 | 0.000 | 0.489 |
hc | -0.259 | 0.045 | 0.584 | 0.234 | 0.978 | 0.992 | 1.000 | 0.943 | 0.965 | 0.000 | 0.432 |
pm | -0.305 | 0.064 | 0.549 | 0.229 | 0.904 | 0.958 | 0.943 | 1.000 | 0.890 | 0.087 | 0.386 |
co2 | -0.245 | 0.071 | 0.542 | 0.191 | 0.996 | 0.963 | 0.965 | 0.890 | 1.000 | 0.000 | 0.484 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.744 | 0.735 | 0.760 | 0.741 | 0.512 | 0.489 | 0.432 | 0.386 | 0.484 | 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 | 20210301 | 1 | 36.14511 | 127.10501 | 25.17 | 24.59 | 3.26 | 1.81 | 5785.43 | 충남 논산 은진 토양 |
1 | 2 | 건기연 | [0122-2] | 2 | 연무-논산 | 11.5 | 20210301 | 1 | 36.14511 | 127.10501 | 23.25 | 32.33 | 3.8 | 2.25 | 5305.92 | 충남 논산 은진 토양 |
2 | 3 | 건기연 | [0123-2] | 1 | 두마-금남 | 4.9 | 20210301 | 1 | 36.37685 | 127.25961 | 59.45 | 39.07 | 5.48 | 1.53 | 15545.79 | 충남 공주 반포 온천 |
3 | 4 | 건기연 | [0123-2] | 2 | 두마-금남 | 4.9 | 20210301 | 1 | 36.37685 | 127.25961 | 43.89 | 29.36 | 4.04 | 1.08 | 11493.85 | 충남 공주 반포 온천 |
4 | 5 | 건기연 | [0124-0] | 1 | 논산-반포 | 10.2 | 20210301 | 1 | 36.24966 | 127.22854 | 52.01 | 32.7 | 5.43 | 1.38 | 12207.9 | 충남 논산 연산 천호 |
5 | 6 | 건기연 | [0124-0] | 2 | 논산-반포 | 10.2 | 20210301 | 1 | 36.24966 | 127.22854 | 41.57 | 30.91 | 4.1 | 2.05 | 10840.29 | 충남 논산 연산 천호 |
6 | 7 | 건기연 | [0127-2] | 1 | 금남-조치원 | 12.2 | 20210301 | 1 | 36.56218 | 127.28536 | 75.41 | 47.22 | 6.81 | 1.61 | 19835.57 | 충남 세종 연서 봉암 |
7 | 8 | 건기연 | [0127-2] | 2 | 금남-조치원 | 12.2 | 20210301 | 1 | 36.56218 | 127.28536 | 65.93 | 43.22 | 6.09 | 1.78 | 17281.65 | 충남 세종 연서 봉암 |
8 | 9 | 건기연 | [0127-7] | 1 | 공주-유성 | 5.8 | 20210301 | 1 | 36.40916 | 127.25821 | 20.6 | 19.86 | 3.01 | 1.09 | 4907.9 | 충남 공주 반포 성강 |
9 | 10 | 건기연 | [0127-7] | 2 | 공주-유성 | 5.8 | 20210301 | 1 | 36.40916 | 127.25821 | 16.92 | 22.22 | 2.91 | 1.27 | 3800.71 | 충남 공주 반포 성강 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [3707-0] | 1 | 추부-군서 | 1.8 | 20210301 | 1 | 36.21913 | 127.49544 | 3.33 | 2.06 | 0.33 | 0.14 | 800.28 | 충남 금산 추부 요광 |
91 | 92 | 건기연 | [3707-0] | 2 | 추부-군서 | 1.8 | 20210301 | 1 | 36.21913 | 127.49544 | 10.46 | 5.85 | 0.99 | 0.27 | 2511.38 | 충남 금산 추부 요광 |
92 | 93 | 건기연 | [3901-4] | 1 | 은산-청양IC | 6.2 | 20210301 | 1 | 36.35819 | 126.91585 | 2.31 | 1.6 | 0.23 | 0.14 | 601.6 | 충남 청양 장평 은곡 |
93 | 94 | 건기연 | [3901-4] | 2 | 은산-청양IC | 6.2 | 20210301 | 1 | 36.35819 | 126.91585 | 1.26 | 1.05 | 0.14 | 0.14 | 324.24 | 충남 청양 장평 은곡 |
94 | 95 | 건기연 | [3902-0] | 1 | 유구-아산 | 23.2 | 20210301 | 1 | 36.60979 | 126.97031 | 5.88 | 3.25 | 0.55 | 0.13 | 1409.37 | 충남 공주 유구 추계 |
95 | 96 | 건기연 | [3902-0] | 2 | 유구-아산 | 23.2 | 20210301 | 1 | 36.60979 | 126.97031 | 8.71 | 5.23 | 0.79 | 0.27 | 2301.43 | 충남 공주 유구 추계 |
96 | 97 | 건기연 | [3902-2] | 1 | 장평-신풍 | 12.9 | 20210301 | 1 | 36.43536 | 126.9549 | 5.14 | 3.48 | 0.5 | 0.28 | 1341.9 | 충남 청양 정산 해남 |
97 | 98 | 건기연 | [3902-2] | 2 | 장평-신풍 | 12.9 | 20210301 | 1 | 36.43536 | 126.9549 | 1.78 | 1.33 | 0.18 | 0.14 | 462.92 | 충남 청양 정산 해남 |
98 | 99 | 건기연 | [3905-0] | 1 | 염치-권관 | 8.3 | 20210301 | 1 | 36.85256 | 126.96007 | 39.73 | 34.99 | 4.82 | 1.51 | 9831.03 | 충남 아산 영인 아산 |
99 | 100 | 건기연 | [3905-0] | 2 | 염치-권관 | 8.3 | 20210301 | 1 | 36.85256 | 126.96007 | 133.94 | 96.05 | 13.76 | 3.27 | 34365.01 | 충남 아산 영인 아산 |