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 |
co has 2 (2.0%) zeros | Zeros |
nox has 2 (2.0%) zeros | Zeros |
hc has 2 (2.0%) zeros | Zeros |
pm has 3 (3.0%) zeros | Zeros |
co2 has 2 (2.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:32:52.270351 |
---|---|
Analysis finished | 2023-12-10 13:33:05.041057 |
Duration | 12.77 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% |
3404-1 | 2 | 2.0% |
4004-0 | 2 | 2.0% |
2923-0 | 2 | 2.0% |
2924-2 | 2 | 2.0% |
3201-0 | 2 | 2.0% |
3203-2 | 2 | 2.0% |
3204-4 | 2 | 2.0% |
3204-5 | 2 | 2.0% |
3206-3 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 124 | |
[ | 100 | |
2 | 100 | |
- | 100 | |
] | 100 | |
1 | 72 | |
3 | 66 | |
4 | 52 | |
9 | 24 | 3.0% |
6 | 22 | 2.8% |
Other values (3) | 40 | 5.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 500 | |
Open Punctuation | 100 | 12.5% |
Dash Punctuation | 100 | 12.5% |
Close Punctuation | 100 | 12.5% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 124 | |
2 | 100 | |
1 | 72 | |
3 | 66 | |
4 | 52 | |
9 | 24 | 4.8% |
6 | 22 | 4.4% |
7 | 18 | 3.6% |
5 | 16 | 3.2% |
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 | 124 | |
[ | 100 | |
2 | 100 | |
- | 100 | |
] | 100 | |
1 | 72 | |
3 | 66 | |
4 | 52 | |
9 | 24 | 3.0% |
6 | 22 | 2.8% |
Other values (3) | 40 | 5.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 800 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 124 | |
[ | 100 | |
2 | 100 | |
- | 100 | |
] | 100 | |
1 | 72 | |
3 | 66 | |
4 | 52 | |
9 | 24 | 3.0% |
6 | 22 | 2.8% |
Other values (3) | 40 | 5.0% |
방향
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 | |
---|---|
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 2 |
3rd row | 1 |
4th row | 2 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 50 | |
2 | 50 |
측정구간
Categorical
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
공주-유성 | 4 |
---|---|
신평-인주 | 4 |
진산-옥천 | 2 |
금남-조치원 | 2 |
전동-쌍전 | 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 | 논산-반포 |
4th row | 논산-반포 |
5th row | 금남-조치원 |
Common Values
Value | Count | Frequency (%) |
공주-유성 | 4 | 4.0% |
신평-인주 | 4 | 4.0% |
진산-옥천 | 2 | 2.0% |
금남-조치원 | 2 | 2.0% |
전동-쌍전 | 2 | 2.0% |
성환-천안 | 2 | 2.0% |
둔포-평택 | 2 | 2.0% |
장항-마서 | 2 | 2.0% |
판교-옥산 | 2 | 2.0% |
부여-논산 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
공주-유성 | 4 | 4.0% |
신평-인주 | 4 | 4.0% |
성환-입장 | 2 | 2.0% |
연무-논산 | 2 | 2.0% |
보령-청양 | 2 | 2.0% |
서산-지곡 | 2 | 2.0% |
만리포-태안 | 2 | 2.0% |
태안-서산 | 2 | 2.0% |
당진-송악 | 2 | 2.0% |
송악-합덕 | 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 | 7.626 |
Minimum | 1.8 |
---|---|
Maximum | 17.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1.8 |
---|---|
5-th percentile | 2.2 |
Q1 | 5.4 |
median | 6.65 |
Q3 | 9.7 |
95-th percentile | 14.2 |
Maximum | 17.6 |
Range | 15.8 |
Interquartile range (IQR) | 4.3 |
Descriptive statistics
Standard deviation | 3.3973733 |
---|---|
Coefficient of variation (CV) | 0.44549873 |
Kurtosis | 0.35892162 |
Mean | 7.626 |
Median Absolute Deviation (MAD) | 2.2 |
Skewness | 0.65479014 |
Sum | 762.6 |
Variance | 11.542145 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.6 | 6 | 6.0% |
6.4 | 4 | 4.0% |
12.9 | 4 | 4.0% |
6.2 | 4 | 4.0% |
9.7 | 4 | 4.0% |
8.3 | 4 | 4.0% |
9.3 | 4 | 4.0% |
7.2 | 2 | 2.0% |
4.3 | 2 | 2.0% |
9.5 | 2 | 2.0% |
Other values (32) | 64 |
Value | Count | Frequency (%) |
1.8 | 2 | |
2.0 | 2 | |
2.2 | 2 | |
2.7 | 2 | |
3.6 | 2 | |
4.0 | 2 | |
4.2 | 2 | |
4.3 | 2 | |
4.4 | 2 | |
4.9 | 2 |
Value | Count | Frequency (%) |
17.6 | 2 | |
14.6 | 2 | |
14.2 | 2 | |
12.9 | 4 | |
12.2 | 2 | |
11.6 | 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 |
20210401 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210401 |
---|---|
2nd row | 20210401 |
3rd row | 20210401 |
4th row | 20210401 |
5th row | 20210401 |
Common Values
Value | Count | Frequency (%) |
20210401 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210401 | 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 | 36.509959 |
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 | 36.26956 |
median | 36.500575 |
Q3 | 36.75792 |
95-th percentile | 36.90325 |
Maximum | 36.95295 |
Range | 0.92511 |
Interquartile range (IQR) | 0.48836 |
Descriptive statistics
Standard deviation | 0.27698834 |
---|---|
Coefficient of variation (CV) | 0.0075866517 |
Kurtosis | -1.2420607 |
Mean | 36.509959 |
Median Absolute Deviation (MAD) | 0.24826 |
Skewness | -0.032283321 |
Sum | 3650.9959 |
Variance | 0.076722539 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36.14511 | 2 | 2.0% |
36.39222 | 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% |
36.51243 | 2 | 2.0% |
36.87646 | 2 | 2.0% |
36.89111 | 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 | |
36.85256 | 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 | 126.93826 |
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 | 126.71493 |
median | 126.89799 |
Q3 | 127.15746 |
95-th percentile | 127.47469 |
Maximum | 127.49717 |
Range | 1.30804 |
Interquartile range (IQR) | 0.44253 |
Descriptive statistics
Standard deviation | 0.29727074 |
---|---|
Coefficient of variation (CV) | 0.0023418529 |
Kurtosis | -0.39186337 |
Mean | 126.93826 |
Median Absolute Deviation (MAD) | 0.22932 |
Skewness | -0.080539248 |
Sum | 12693.826 |
Variance | 0.08836989 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
127.10501 | 2 | 2.0% |
126.66796 | 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% |
126.96572 | 2 | 2.0% |
126.86923 | 2 | 2.0% |
126.81017 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.18913 | 2 | |
126.37641 | 2 | |
126.44223 | 2 | |
126.5301 | 2 | |
126.61045 | 2 | |
126.61312 | 2 | |
126.64274 | 2 | |
126.64887 | 2 | |
126.66451 | 2 | |
126.66796 | 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 | |
127.25821 | 2 | |
127.24084 | 2 | |
127.22854 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 51.8809 |
Minimum | 0 |
---|---|
Maximum | 279.87 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.013 |
Q1 | 15.1025 |
median | 38.82 |
Q3 | 78.3825 |
95-th percentile | 137.832 |
Maximum | 279.87 |
Range | 279.87 |
Interquartile range (IQR) | 63.28 |
Descriptive statistics
Standard deviation | 48.08519 |
---|---|
Coefficient of variation (CV) | 0.926838 |
Kurtosis | 4.1739753 |
Mean | 51.8809 |
Median Absolute Deviation (MAD) | 28.025 |
Skewness | 1.6188397 |
Sum | 5188.09 |
Variance | 2312.1855 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
130.19 | 1 | 1.0% |
63.22 | 1 | 1.0% |
48.14 | 1 | 1.0% |
96.07 | 1 | 1.0% |
96.11 | 1 | 1.0% |
135.68 | 1 | 1.0% |
21.26 | 1 | 1.0% |
11.61 | 1 | 1.0% |
41.15 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
0.0 | 2 | |
0.87 | 1 | |
1.21 | 1 | |
1.69 | 1 | |
2.03 | 1 | |
2.43 | 1 | |
2.78 | 1 | |
2.83 | 1 | |
3.36 | 1 | |
3.57 | 1 |
Value | Count | Frequency (%) |
279.87 | 1 | |
172.23 | 1 | |
158.95 | 1 | |
156.1 | 1 | |
149.65 | 1 | |
137.21 | 1 | |
135.68 | 1 | |
130.19 | 1 | |
120.1 | 1 | |
114.0 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 98 |
---|---|
Distinct (%) | 98.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 54.8984 |
Minimum | 0 |
---|---|
Maximum | 229.29 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.3985 |
Q1 | 12.77 |
median | 33.54 |
Q3 | 77.2975 |
95-th percentile | 178.0805 |
Maximum | 229.29 |
Range | 229.29 |
Interquartile range (IQR) | 64.5275 |
Descriptive statistics
Standard deviation | 57.36968 |
---|---|
Coefficient of variation (CV) | 1.0450155 |
Kurtosis | 1.4896438 |
Mean | 54.8984 |
Median Absolute Deviation (MAD) | 26.615 |
Skewness | 1.4602792 |
Sum | 5489.84 |
Variance | 3291.2801 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
12.77 | 2 | 2.0% |
163.69 | 1 | 1.0% |
91.39 | 1 | 1.0% |
171.22 | 1 | 1.0% |
130.76 | 1 | 1.0% |
221.21 | 1 | 1.0% |
13.83 | 1 | 1.0% |
9.6 | 1 | 1.0% |
45.32 | 1 | 1.0% |
Other values (88) | 88 |
Value | Count | Frequency (%) |
0.0 | 2 | |
0.49 | 1 | |
0.96 | 1 | |
1.18 | 1 | |
1.41 | 1 | |
1.66 | 1 | |
1.79 | 1 | |
1.88 | 1 | |
2.16 | 1 | |
2.51 | 1 |
Value | Count | Frequency (%) |
229.29 | 1 | |
221.21 | 1 | |
212.63 | 1 | |
211.23 | 1 | |
206.78 | 1 | |
176.57 | 1 | |
171.22 | 1 | |
163.69 | 1 | |
163.07 | 1 | |
161.47 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.2081 |
Minimum | 0 |
---|---|
Maximum | 31.42 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.208 |
Q1 | 1.8475 |
median | 5.04 |
Q3 | 10.315 |
95-th percentile | 22.3115 |
Maximum | 31.42 |
Range | 31.42 |
Interquartile range (IQR) | 8.4675 |
Descriptive statistics
Standard deviation | 7.0291147 |
---|---|
Coefficient of variation (CV) | 0.97516887 |
Kurtosis | 1.2742557 |
Mean | 7.2081 |
Median Absolute Deviation (MAD) | 3.67 |
Skewness | 1.3213551 |
Sum | 720.81 |
Variance | 49.408454 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
18.84 | 1 | 1.0% |
11.4 | 1 | 1.0% |
10.1 | 1 | 1.0% |
20.14 | 1 | 1.0% |
16.48 | 1 | 1.0% |
25.56 | 1 | 1.0% |
2.03 | 1 | 1.0% |
1.56 | 1 | 1.0% |
6.75 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
0.0 | 2 | |
0.07 | 1 | |
0.13 | 1 | |
0.17 | 1 | |
0.21 | 1 | |
0.22 | 1 | |
0.26 | 1 | |
0.27 | 1 | |
0.32 | 1 | |
0.37 | 1 |
Value | Count | Frequency (%) |
31.42 | 1 | |
25.84 | 1 | |
25.56 | 1 | |
24.56 | 1 | |
22.91 | 1 | |
22.28 | 1 | |
22.19 | 1 | |
20.14 | 1 | |
18.97 | 1 | |
18.84 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 89 |
---|---|
Distinct (%) | 89.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5391 |
Minimum | 0 |
---|---|
Maximum | 14.2 |
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 | 0.835 |
median | 2.375 |
Q3 | 4.7625 |
95-th percentile | 12.137 |
Maximum | 14.2 |
Range | 14.2 |
Interquartile range (IQR) | 3.9275 |
Descriptive statistics
Standard deviation | 3.6359207 |
---|---|
Coefficient of variation (CV) | 1.0273574 |
Kurtosis | 1.4053024 |
Mean | 3.5391 |
Median Absolute Deviation (MAD) | 1.765 |
Skewness | 1.4469352 |
Sum | 353.91 |
Variance | 13.219919 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 4 | 4.0% |
0.14 | 3 | 3.0% |
0.0 | 3 | 3.0% |
0.28 | 2 | 2.0% |
1.96 | 2 | 2.0% |
0.54 | 2 | 2.0% |
0.95 | 2 | 2.0% |
13.96 | 1 | 1.0% |
8.07 | 1 | 1.0% |
13.7 | 1 | 1.0% |
Other values (79) | 79 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.13 | 4 | |
0.14 | 3 | |
0.15 | 1 | 1.0% |
0.27 | 1 | 1.0% |
0.28 | 2 | |
0.37 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.41 | 1 | 1.0% |
0.44 | 1 | 1.0% |
Value | Count | Frequency (%) |
14.2 | 1 | |
13.96 | 1 | |
13.7 | 1 | |
12.99 | 1 | |
12.84 | 1 | |
12.1 | 1 | |
12.08 | 1 | |
10.75 | 1 | |
9.87 | 1 | |
9.78 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 99 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12892.872 |
Minimum | 0 |
---|---|
Maximum | 65115.77 |
Zeros | 2 |
Zeros (%) | 2.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 491.3095 |
Q1 | 3508.855 |
median | 9761.84 |
Q3 | 18838.48 |
95-th percentile | 35313.65 |
Maximum | 65115.77 |
Range | 65115.77 |
Interquartile range (IQR) | 15329.625 |
Descriptive statistics
Standard deviation | 11905.391 |
---|---|
Coefficient of variation (CV) | 0.92340882 |
Kurtosis | 3.1102602 |
Mean | 12892.872 |
Median Absolute Deviation (MAD) | 7231.35 |
Skewness | 1.5004901 |
Sum | 1289287.2 |
Variance | 1.4173834 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 2 | 2.0% |
32628.72 | 1 | 1.0% |
16812.4 | 1 | 1.0% |
12623.73 | 1 | 1.0% |
24184.24 | 1 | 1.0% |
23032.34 | 1 | 1.0% |
35150.43 | 1 | 1.0% |
5605.53 | 1 | 1.0% |
2594.62 | 1 | 1.0% |
9496.77 | 1 | 1.0% |
Other values (89) | 89 |
Value | Count | Frequency (%) |
0.0 | 2 | |
254.3 | 1 | |
318.6 | 1 | |
460.9 | 1 | |
492.91 | 1 | |
688.53 | 1 | |
734.66 | 1 | |
740.29 | 1 | |
878.97 | 1 | |
925.84 | 1 |
Value | Count | Frequency (%) |
65115.77 | 1 | |
45401.86 | 1 | |
41495.22 | 1 | |
39614.37 | 1 | |
38414.84 | 1 | |
35150.43 | 1 | |
34476.37 | 1 | |
32628.72 | 1 | |
29450.2 | 1 | |
28372.76 | 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 | 10.96 |
Min length | 8 |
Characters and Unicode
Total characters | 1096 |
---|---|
Distinct characters | 106 |
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 논산 연산 천호 |
4th row | 충남 논산 연산 천호 |
5th row | 충남 세종 연서 봉암 |
Value | Count | Frequency (%) |
충남 | 100 | |
천안 | 10 | 2.5% |
금산 | 10 | 2.5% |
예산 | 10 | 2.5% |
청양 | 10 | 2.5% |
아산 | 8 | 2.0% |
서천 | 8 | 2.0% |
세종 | 8 | 2.0% |
공주 | 8 | 2.0% |
논산 | 6 | 1.5% |
Other values (95) | 220 |
Most occurring characters
Value | Count | Frequency (%) |
298 | ||
남 | 102 | 9.3% |
충 | 100 | 9.1% |
산 | 58 | 5.3% |
천 | 24 | 2.2% |
서 | 22 | 2.0% |
성 | 20 | 1.8% |
청 | 16 | 1.5% |
안 | 14 | 1.3% |
주 | 14 | 1.3% |
Other values (96) | 428 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 798 | |
Space Separator | 298 | 27.2% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
남 | 102 | 12.8% |
충 | 100 | 12.5% |
산 | 58 | 7.3% |
천 | 24 | 3.0% |
서 | 22 | 2.8% |
성 | 20 | 2.5% |
청 | 16 | 2.0% |
안 | 14 | 1.8% |
주 | 14 | 1.8% |
금 | 12 | 1.5% |
Other values (95) | 416 |
Space Separator
Value | Count | Frequency (%) |
298 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 798 | |
Common | 298 | 27.2% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
남 | 102 | 12.8% |
충 | 100 | 12.5% |
산 | 58 | 7.3% |
천 | 24 | 3.0% |
서 | 22 | 2.8% |
성 | 20 | 2.5% |
청 | 16 | 2.0% |
안 | 14 | 1.8% |
주 | 14 | 1.8% |
금 | 12 | 1.5% |
Other values (95) | 416 |
Common
Value | Count | Frequency (%) |
298 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 798 | |
ASCII | 298 | 27.2% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
298 |
Hangul
Value | Count | Frequency (%) |
남 | 102 | 12.8% |
충 | 100 | 12.5% |
산 | 58 | 7.3% |
천 | 24 | 3.0% |
서 | 22 | 2.8% |
성 | 20 | 2.5% |
청 | 16 | 2.0% |
안 | 14 | 1.8% |
주 | 14 | 1.8% |
금 | 12 | 1.5% |
Other values (95) | 416 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.998 | 0.713 | 0.815 | 0.784 | 0.368 | 0.345 | 0.639 | 0.479 | 0.308 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.849 | 0.833 | 0.890 | 0.886 | 0.837 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.154 | 0.113 | 0.000 | 0.000 | 0.170 | 0.000 |
측정구간 | 0.998 | 1.000 | 0.000 | 1.000 | 0.998 | 1.000 | 0.997 | 0.870 | 0.776 | 0.843 | 0.852 | 0.857 | 1.000 |
연장 | 0.713 | 1.000 | 0.000 | 0.998 | 1.000 | 0.759 | 0.818 | 0.000 | 0.187 | 0.000 | 0.371 | 0.166 | 1.000 |
좌표위치위도 | 0.815 | 1.000 | 0.000 | 1.000 | 0.759 | 1.000 | 0.843 | 0.525 | 0.446 | 0.574 | 0.603 | 0.463 | 1.000 |
좌표위치경도 | 0.784 | 1.000 | 0.000 | 0.997 | 0.818 | 0.843 | 1.000 | 0.494 | 0.297 | 0.504 | 0.397 | 0.472 | 1.000 |
co | 0.368 | 0.849 | 0.154 | 0.870 | 0.000 | 0.525 | 0.494 | 1.000 | 0.795 | 0.875 | 0.825 | 0.992 | 0.849 |
nox | 0.345 | 0.833 | 0.113 | 0.776 | 0.187 | 0.446 | 0.297 | 0.795 | 1.000 | 0.926 | 0.914 | 0.796 | 0.833 |
hc | 0.639 | 0.890 | 0.000 | 0.843 | 0.000 | 0.574 | 0.504 | 0.875 | 0.926 | 1.000 | 0.944 | 0.890 | 0.890 |
pm | 0.479 | 0.886 | 0.000 | 0.852 | 0.371 | 0.603 | 0.397 | 0.825 | 0.914 | 0.944 | 1.000 | 0.793 | 0.886 |
co2 | 0.308 | 0.837 | 0.170 | 0.857 | 0.166 | 0.463 | 0.472 | 0.992 | 0.796 | 0.890 | 0.793 | 1.000 | 0.837 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.849 | 0.833 | 0.890 | 0.886 | 0.837 | 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 | -0.018 | 0.215 | -0.286 | -0.267 | -0.238 | -0.254 | -0.247 | -0.262 | 0.000 | 0.744 |
연장 | -0.018 | 1.000 | 0.037 | -0.139 | -0.022 | -0.065 | -0.055 | -0.061 | -0.020 | 0.000 | 0.742 |
좌표위치위도 | 0.215 | 0.037 | 1.000 | -0.209 | 0.561 | 0.613 | 0.595 | 0.606 | 0.567 | 0.000 | 0.760 |
좌표위치경도 | -0.286 | -0.139 | -0.209 | 1.000 | 0.265 | 0.228 | 0.243 | 0.220 | 0.266 | 0.000 | 0.738 |
co | -0.267 | -0.022 | 0.561 | 0.265 | 1.000 | 0.974 | 0.981 | 0.949 | 0.997 | 0.109 | 0.392 |
nox | -0.238 | -0.065 | 0.613 | 0.228 | 0.974 | 1.000 | 0.997 | 0.989 | 0.972 | 0.105 | 0.301 |
hc | -0.254 | -0.055 | 0.595 | 0.243 | 0.981 | 0.997 | 1.000 | 0.983 | 0.976 | 0.000 | 0.359 |
pm | -0.247 | -0.061 | 0.606 | 0.220 | 0.949 | 0.989 | 0.983 | 1.000 | 0.948 | 0.000 | 0.371 |
co2 | -0.262 | -0.020 | 0.567 | 0.266 | 0.997 | 0.972 | 0.976 | 0.948 | 1.000 | 0.121 | 0.376 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.109 | 0.105 | 0.000 | 0.000 | 0.121 | 1.000 | 0.000 |
측정구간 | 0.744 | 0.742 | 0.760 | 0.738 | 0.392 | 0.301 | 0.359 | 0.371 | 0.376 | 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 | 20210401 | 0 | 36.14511 | 127.10501 | 36.23 | 39.66 | 5.61 | 3.08 | 8062.72 | 충남 논산 은진 토양 |
1 | 2 | 건기연 | [0122-2] | 2 | 연무-논산 | 11.5 | 20210401 | 0 | 36.14511 | 127.10501 | 27.45 | 29.57 | 4.34 | 2.51 | 6486.73 | 충남 논산 은진 토양 |
2 | 3 | 건기연 | [0124-0] | 1 | 논산-반포 | 10.2 | 20210401 | 0 | 36.24966 | 127.22854 | 91.06 | 59.09 | 9.27 | 2.49 | 21462.32 | 충남 논산 연산 천호 |
3 | 4 | 건기연 | [0124-0] | 2 | 논산-반포 | 10.2 | 20210401 | 0 | 36.24966 | 127.22854 | 91.48 | 84.87 | 12.09 | 6.96 | 22748.98 | 충남 논산 연산 천호 |
4 | 5 | 건기연 | [0127-2] | 1 | 금남-조치원 | 12.2 | 20210401 | 0 | 36.56218 | 127.28536 | 109.31 | 93.17 | 12.85 | 5.6 | 27348.64 | 충남 세종 연서 봉암 |
5 | 6 | 건기연 | [0127-2] | 2 | 금남-조치원 | 12.2 | 20210401 | 0 | 36.56218 | 127.28536 | 149.65 | 112.32 | 15.94 | 6.34 | 38414.84 | 충남 세종 연서 봉암 |
6 | 7 | 건기연 | [0127-7] | 1 | 공주-유성 | 5.8 | 20210401 | 0 | 36.40916 | 127.25821 | 52.95 | 60.86 | 8.91 | 3.7 | 11333.2 | 충남 공주 반포 성강 |
7 | 8 | 건기연 | [0127-7] | 2 | 공주-유성 | 5.8 | 20210401 | 0 | 36.40916 | 127.25821 | 10.45 | 10.16 | 1.45 | 0.54 | 2678.65 | 충남 공주 반포 성강 |
8 | 9 | 건기연 | [3209-1] | 1 | 공주-유성 | 7.6 | 20210401 | 0 | 36.43986 | 127.2048 | 62.44 | 46.54 | 6.51 | 2.94 | 16139.32 | 충남 세종 장군 금암 |
9 | 10 | 건기연 | [3209-1] | 2 | 공주-유성 | 7.6 | 20210401 | 0 | 36.43986 | 127.2048 | 47.47 | 32.0 | 4.44 | 1.59 | 12471.85 | 충남 세종 장군 금암 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시분 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [3905-0] | 1 | 염치-권관 | 8.3 | 20210401 | 0 | 36.85256 | 126.96007 | 88.12 | 103.38 | 14.98 | 6.12 | 20117.68 | 충남 아산 영인 아산 |
91 | 92 | 건기연 | [3905-0] | 2 | 염치-권관 | 8.3 | 20210401 | 0 | 36.85256 | 126.96007 | 158.95 | 206.78 | 25.84 | 12.99 | 39614.37 | 충남 아산 영인 아산 |
92 | 93 | 건기연 | [4001-2] | 1 | 개화-만수 | 2.0 | 20210401 | 0 | 36.29677 | 126.66451 | 5.55 | 7.31 | 1.11 | 0.44 | 1182.64 | 충남 보령 미산 도화담 |
93 | 94 | 건기연 | [4001-2] | 2 | 개화-만수 | 2.0 | 20210401 | 0 | 36.29677 | 126.66451 | 0.87 | 0.49 | 0.07 | 0.0 | 254.3 | 충남 보령 미산 도화담 |
94 | 95 | 건기연 | [4001-4] | 1 | 덕산-갈산 | 12.9 | 20210401 | 0 | 36.64566 | 126.61045 | 3.36 | 2.16 | 0.32 | 0.14 | 878.97 | 충남 예산 덕산 사천 |
95 | 96 | 건기연 | [4001-4] | 2 | 덕산-갈산 | 12.9 | 20210401 | 0 | 36.64566 | 126.61045 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 충남 예산 덕산 사천 |
96 | 97 | 건기연 | [4004-0] | 1 | 부여-공주 | 11.6 | 20210401 | 0 | 36.39173 | 127.08058 | 15.35 | 13.28 | 2.06 | 0.95 | 3500.47 | 충남 공주 이인 주봉 |
97 | 98 | 건기연 | [4004-0] | 2 | 부여-공주 | 11.6 | 20210401 | 0 | 36.39173 | 127.08058 | 22.16 | 18.01 | 2.64 | 1.44 | 5626.91 | 충남 공주 이인 주봉 |
98 | 99 | 건기연 | [4502-0] | 1 | 용동-예산 | 6.4 | 20210401 | 0 | 36.68623 | 126.77067 | 38.36 | 32.27 | 4.53 | 2.22 | 8949.04 | 충남 예산 오가 좌방 |
99 | 100 | 건기연 | [4502-0] | 2 | 용동-예산 | 6.4 | 20210401 | 0 | 36.68623 | 126.77067 | 28.64 | 22.9 | 2.92 | 1.77 | 7426.79 | 충남 예산 오가 좌방 |