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=27a16d30-4b6a-11ec-a893-4d3e48f9e980 |
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 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 is highly overall correlated with nox and 4 other fields | High correlation |
nox is highly overall correlated with co and 3 other fields | High correlation |
hc is highly overall correlated with co and 4 other fields | High correlation |
pm is highly overall correlated with co and 3 other fields | High correlation |
co2 is highly overall correlated with co and 4 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 6 other fields | High correlation |
기본키 has unique values | Unique |
co has unique values | Unique |
nox has unique values | Unique |
co2 has unique values | Unique |
pm has 6 (6.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:32:23.699052 |
---|---|
Analysis finished | 2023-12-10 11:32:35.236620 |
Duration | 11.54 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 (%) |
0101-0 | 2 | 2.0% |
2212-2 | 2 | 2.0% |
2702-1 | 2 | 2.0% |
1707-1 | 2 | 2.0% |
1806-2 | 2 | 2.0% |
1809-2 | 2 | 2.0% |
1812-1 | 2 | 2.0% |
1815-0 | 2 | 2.0% |
2206-0 | 2 | 2.0% |
2207-1 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 144 | |
0 | 134 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 94 | |
3 | 34 | 4.2% |
5 | 22 | 2.7% |
7 | 22 | 2.7% |
4 | 18 | 2.2% |
Other values (3) | 34 | 4.2% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 502 | |
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 (%) |
1 | 144 | |
0 | 134 | |
2 | 94 | |
3 | 34 | 6.8% |
5 | 22 | 4.4% |
7 | 22 | 4.4% |
4 | 18 | 3.6% |
8 | 12 | 2.4% |
6 | 12 | 2.4% |
9 | 10 | 2.0% |
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 | 802 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 144 | |
0 | 134 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 94 | |
3 | 34 | 4.2% |
5 | 22 | 2.7% |
7 | 22 | 2.7% |
4 | 18 | 2.2% |
Other values (3) | 34 | 4.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 802 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 144 | |
0 | 134 | |
[ | 100 | |
- | 100 | |
] | 100 | |
2 | 94 | |
3 | 34 | 4.2% |
5 | 22 | 2.7% |
7 | 22 | 2.7% |
4 | 18 | 2.2% |
Other values (3) | 34 | 4.2% |
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 |
옥과-주암 | 4 |
---|---|
광양-하동 | 4 |
원진-옥천 | 2 |
금계-강진 | 2 |
목포-학산 | 2 |
Other values (43) |
Length
Max length | 6 |
---|---|
Median length | 5 |
Mean length | 4.98 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 목포-무안 |
---|---|
2nd row | 목포-무안 |
3rd row | 진도-무안 |
4th row | 진도-무안 |
5th row | 금계-강진 |
Common Values
Value | Count | Frequency (%) |
옥과-주암 | 4 | 4.0% |
광양-하동 | 4 | 4.0% |
원진-옥천 | 2 | 2.0% |
금계-강진 | 2 | 2.0% |
목포-학산 | 2 | 2.0% |
목포-청계 | 2 | 2.0% |
암태-신안 | 2 | 2.0% |
강진-장흥 | 2 | 2.0% |
장흥-보성 | 2 | 2.0% |
조성-별량 | 2 | 2.0% |
Other values (38) | 76 |
Length
Value | Count | Frequency (%) |
옥과-주암 | 4 | 4.0% |
광양-하동 | 4 | 4.0% |
주암-승주 | 2 | 2.0% |
동복-승주 | 2 | 2.0% |
옥천-강진 | 2 | 2.0% |
보성-복내 | 2 | 2.0% |
송광-목사동 | 2 | 2.0% |
마산-구례읍 | 2 | 2.0% |
공음-영광 | 2 | 2.0% |
법성-해보 | 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 | 10.08 |
Minimum | 2.6 |
---|---|
Maximum | 33.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 2.6 |
---|---|
5-th percentile | 3.2 |
Q1 | 5.4 |
median | 8.35 |
Q3 | 13 |
95-th percentile | 21.3 |
Maximum | 33.8 |
Range | 31.2 |
Interquartile range (IQR) | 7.6 |
Descriptive statistics
Standard deviation | 6.0857509 |
---|---|
Coefficient of variation (CV) | 0.60374513 |
Kurtosis | 3.0755984 |
Mean | 10.08 |
Median Absolute Deviation (MAD) | 3.9 |
Skewness | 1.4601751 |
Sum | 1008 |
Variance | 37.036364 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.4 | 6 | 6.0% |
4.4 | 6 | 6.0% |
7.9 | 4 | 4.0% |
10.3 | 4 | 4.0% |
7.4 | 4 | 4.0% |
7.5 | 4 | 4.0% |
4.9 | 2 | 2.0% |
11.4 | 2 | 2.0% |
8.0 | 2 | 2.0% |
4.5 | 2 | 2.0% |
Other values (32) | 64 |
Value | Count | Frequency (%) |
2.6 | 2 | 2.0% |
2.7 | 2 | 2.0% |
3.2 | 2 | 2.0% |
3.5 | 2 | 2.0% |
4.2 | 2 | 2.0% |
4.3 | 2 | 2.0% |
4.4 | 6 | |
4.5 | 2 | 2.0% |
4.9 | 2 | 2.0% |
5.4 | 6 |
Value | Count | Frequency (%) |
33.8 | 2 | |
21.8 | 2 | |
21.3 | 2 | |
19.5 | 2 | |
19.0 | 2 | |
18.0 | 2 | |
17.0 | 2 | |
16.0 | 2 | |
14.5 | 2 | |
14.3 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210501 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210501 |
---|---|
2nd row | 20210501 |
3rd row | 20210501 |
4th row | 20210501 |
5th row | 20210501 |
Common Values
Value | Count | Frequency (%) |
20210501 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210501 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 100 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34.948464 |
Minimum | 34.38392 |
---|---|
Maximum | 35.34926 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 34.38392 |
---|---|
5-th percentile | 34.55042 |
Q1 | 34.80189 |
median | 34.951145 |
Q3 | 35.1103 |
95-th percentile | 35.32476 |
Maximum | 35.34926 |
Range | 0.96534 |
Interquartile range (IQR) | 0.30841 |
Descriptive statistics
Standard deviation | 0.24189515 |
---|---|
Coefficient of variation (CV) | 0.0069214818 |
Kurtosis | -0.70273729 |
Mean | 34.948464 |
Median Absolute Deviation (MAD) | 0.154205 |
Skewness | -0.21905684 |
Sum | 3494.8464 |
Variance | 0.058513266 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34.85192 | 2 | 2.0% |
34.88845 | 2 | 2.0% |
34.61562 | 2 | 2.0% |
34.80445 | 2 | 2.0% |
35.05426 | 2 | 2.0% |
35.21934 | 2 | 2.0% |
35.34926 | 2 | 2.0% |
35.22404 | 2 | 2.0% |
35.16902 | 2 | 2.0% |
35.04504 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
34.38392 | 2 | |
34.51686 | 2 | |
34.55042 | 2 | |
34.55273 | 2 | |
34.58881 | 2 | |
34.61562 | 2 | |
34.64175 | 2 | |
34.70297 | 2 | |
34.71151 | 2 | |
34.7172 | 2 |
Value | Count | Frequency (%) |
35.34926 | 2 | |
35.34316 | 2 | |
35.32476 | 2 | |
35.29816 | 2 | |
35.28858 | 2 | |
35.27304 | 2 | |
35.25002 | 2 | |
35.22404 | 2 | |
35.21934 | 2 | |
35.21885 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.96215 |
Minimum | 126.23118 |
---|---|
Maximum | 127.75881 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.23118 |
---|---|
5-th percentile | 126.36491 |
Q1 | 126.59409 |
median | 127.0162 |
Q3 | 127.2868 |
95-th percentile | 127.61069 |
Maximum | 127.75881 |
Range | 1.52763 |
Interquartile range (IQR) | 0.69271 |
Descriptive statistics
Standard deviation | 0.41251194 |
---|---|
Coefficient of variation (CV) | 0.0032490937 |
Kurtosis | -1.1436232 |
Mean | 126.96215 |
Median Absolute Deviation (MAD) | 0.35493 |
Skewness | -0.0054444053 |
Sum | 12696.215 |
Variance | 0.1701661 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.42727 | 2 | 2.0% |
126.74824 | 2 | 2.0% |
126.74515 | 2 | 2.0% |
127.10201 | 2 | 2.0% |
127.26851 | 2 | 2.0% |
127.48499 | 2 | 2.0% |
126.46074 | 2 | 2.0% |
126.5425 | 2 | 2.0% |
126.66536 | 2 | 2.0% |
126.987 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.23118 | 2 | |
126.2341 | 2 | |
126.36491 | 2 | |
126.36721 | 2 | |
126.42727 | 2 | |
126.43865 | 2 | |
126.46074 | 2 | |
126.47853 | 2 | |
126.50315 | 2 | |
126.53424 | 2 |
Value | Count | Frequency (%) |
127.75881 | 2 | |
127.67417 | 2 | |
127.61069 | 2 | |
127.55961 | 2 | |
127.48499 | 2 | |
127.46028 | 2 | |
127.4424 | 2 | |
127.43777 | 2 | |
127.37931 | 2 | |
127.34844 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 37.9226 |
Minimum | 0.52 |
---|---|
Maximum | 341.89 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.52 |
---|---|
5-th percentile | 2.575 |
Q1 | 8.4825 |
median | 26.535 |
Q3 | 52.12 |
95-th percentile | 90.5275 |
Maximum | 341.89 |
Range | 341.37 |
Interquartile range (IQR) | 43.6375 |
Descriptive statistics
Standard deviation | 50.540554 |
---|---|
Coefficient of variation (CV) | 1.3327291 |
Kurtosis | 21.67711 |
Mean | 37.9226 |
Median Absolute Deviation (MAD) | 19.465 |
Skewness | 4.091749 |
Sum | 3792.26 |
Variance | 2554.3476 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
88.22 | 1 | 1.0% |
34.74 | 1 | 1.0% |
5.98 | 1 | 1.0% |
9.85 | 1 | 1.0% |
7.14 | 1 | 1.0% |
31.69 | 1 | 1.0% |
44.83 | 1 | 1.0% |
88.79 | 1 | 1.0% |
82.76 | 1 | 1.0% |
37.59 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
0.52 | 1 | |
1.56 | 1 | |
1.57 | 1 | |
1.73 | 1 | |
2.1 | 1 | |
2.6 | 1 | |
2.62 | 1 | |
2.75 | 1 | |
2.92 | 1 | |
3.67 | 1 |
Value | Count | Frequency (%) |
341.89 | 1 | |
320.4 | 1 | |
123.37 | 1 | |
94.05 | 1 | |
91.24 | 1 | |
90.49 | 1 | |
88.79 | 1 | |
88.22 | 1 | |
83.02 | 1 | |
82.76 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.6475 |
Minimum | 0.28 |
---|---|
Maximum | 434.31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.28 |
---|---|
5-th percentile | 1.4605 |
Q1 | 5.2225 |
median | 18.345 |
Q3 | 35.9525 |
95-th percentile | 63.562 |
Maximum | 434.31 |
Range | 434.03 |
Interquartile range (IQR) | 30.73 |
Descriptive statistics
Standard deviation | 54.840857 |
---|---|
Coefficient of variation (CV) | 1.8497633 |
Kurtosis | 37.511894 |
Mean | 29.6475 |
Median Absolute Deviation (MAD) | 14.44 |
Skewness | 5.7083391 |
Sum | 2964.75 |
Variance | 3007.5195 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
65.88 | 1 | 1.0% |
28.64 | 1 | 1.0% |
3.54 | 1 | 1.0% |
5.89 | 1 | 1.0% |
4.4 | 1 | 1.0% |
19.27 | 1 | 1.0% |
25.43 | 1 | 1.0% |
55.42 | 1 | 1.0% |
56.79 | 1 | 1.0% |
23.8 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
0.28 | 1 | |
0.83 | 1 | |
1.17 | 1 | |
1.23 | 1 | |
1.28 | 1 | |
1.47 | 1 | |
1.55 | 1 | |
1.87 | 1 | |
1.94 | 1 | |
2.0 | 1 |
Value | Count | Frequency (%) |
434.31 | 1 | |
322.51 | 1 | |
96.85 | 1 | |
67.73 | 1 | |
65.88 | 1 | |
63.44 | 1 | |
62.71 | 1 | |
60.61 | 1 | |
60.6 | 1 | |
59.89 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 95 |
---|---|
Distinct (%) | 95.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1279 |
Minimum | 0.04 |
---|---|
Maximum | 45.48 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.04 |
---|---|
5-th percentile | 0.219 |
Q1 | 0.82 |
median | 2.79 |
Q3 | 5.1575 |
95-th percentile | 9.405 |
Maximum | 45.48 |
Range | 45.44 |
Interquartile range (IQR) | 4.3375 |
Descriptive statistics
Standard deviation | 6.4797601 |
---|---|
Coefficient of variation (CV) | 1.5697474 |
Kurtosis | 28.69114 |
Mean | 4.1279 |
Median Absolute Deviation (MAD) | 2.125 |
Skewness | 4.9065278 |
Sum | 412.79 |
Variance | 41.987292 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.44 | 3 | 3.0% |
0.99 | 2 | 2.0% |
5.99 | 2 | 2.0% |
0.96 | 2 | 2.0% |
9.86 | 1 | 1.0% |
4.12 | 1 | 1.0% |
2.9 | 1 | 1.0% |
4.26 | 1 | 1.0% |
9.33 | 1 | 1.0% |
8.95 | 1 | 1.0% |
Other values (85) | 85 |
Value | Count | Frequency (%) |
0.04 | 1 | |
0.13 | 1 | |
0.16 | 1 | |
0.18 | 1 | |
0.2 | 1 | |
0.22 | 1 | |
0.23 | 1 | |
0.27 | 1 | |
0.28 | 1 | |
0.31 | 1 |
Value | Count | Frequency (%) |
45.48 | 1 | |
42.98 | 1 | |
12.66 | 1 | |
9.86 | 1 | |
9.69 | 1 | |
9.39 | 1 | |
9.33 | 1 | |
9.0 | 1 | |
8.95 | 1 | |
8.82 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 58 |
---|---|
Distinct (%) | 58.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5828 |
Minimum | 0 |
---|---|
Maximum | 24.24 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.27 |
median | 1.07 |
Q3 | 2.03 |
95-th percentile | 3.969 |
Maximum | 24.24 |
Range | 24.24 |
Interquartile range (IQR) | 1.76 |
Descriptive statistics
Standard deviation | 2.930662 |
---|---|
Coefficient of variation (CV) | 1.8515681 |
Kurtosis | 39.939619 |
Mean | 1.5828 |
Median Absolute Deviation (MAD) | 0.865 |
Skewness | 5.7689446 |
Sum | 158.28 |
Variance | 8.58878 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.13 | 9 | 9.0% |
0.28 | 6 | 6.0% |
0.0 | 6 | 6.0% |
0.14 | 5 | 5.0% |
0.27 | 5 | 5.0% |
0.15 | 3 | 3.0% |
0.4 | 3 | 3.0% |
0.56 | 3 | 3.0% |
1.33 | 3 | 3.0% |
1.12 | 3 | 3.0% |
Other values (48) | 54 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.13 | 9 | |
0.14 | 5 | |
0.15 | 3 | 3.0% |
0.26 | 1 | 1.0% |
0.27 | 5 | |
0.28 | 6 | |
0.39 | 1 | 1.0% |
0.4 | 3 | 3.0% |
0.42 | 3 | 3.0% |
Value | Count | Frequency (%) |
24.24 | 1 | |
14.87 | 1 | |
6.71 | 1 | |
4.59 | 1 | |
4.33 | 1 | |
3.95 | 1 | |
3.8 | 1 | |
3.38 | 1 | |
3.33 | 1 | |
3.24 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 100 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9530.2271 |
Minimum | 138.68 |
---|---|
Maximum | 85652.86 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 138.68 |
---|---|
5-th percentile | 609.383 |
Q1 | 2089.245 |
median | 6566.99 |
Q3 | 13156.363 |
95-th percentile | 22043.787 |
Maximum | 85652.86 |
Range | 85514.18 |
Interquartile range (IQR) | 11067.118 |
Descriptive statistics
Standard deviation | 12828.172 |
---|---|
Coefficient of variation (CV) | 1.346051 |
Kurtosis | 21.881106 |
Mean | 9530.2271 |
Median Absolute Deviation (MAD) | 4898.99 |
Skewness | 4.1329496 |
Sum | 953022.71 |
Variance | 1.64562 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20562.7 | 1 | 1.0% |
8079.2 | 1 | 1.0% |
1572.4 | 1 | 1.0% |
2383.94 | 1 | 1.0% |
1885.37 | 1 | 1.0% |
8373.59 | 1 | 1.0% |
10705.32 | 1 | 1.0% |
20839.73 | 1 | 1.0% |
19273.28 | 1 | 1.0% |
10738.93 | 1 | 1.0% |
Other values (90) | 90 |
Value | Count | Frequency (%) |
138.68 | 1 | |
416.06 | 1 | |
434.22 | 1 | |
457.29 | 1 | |
507.79 | 1 | |
614.73 | 1 | |
661.47 | 1 | |
762.91 | 1 | |
821.31 | 1 | |
953.96 | 1 |
Value | Count | Frequency (%) |
85652.86 | 1 | |
82720.71 | 1 | |
34080.41 | 1 | |
24569.56 | 1 | |
22094.09 | 1 | |
22041.14 | 1 | |
21882.98 | 1 | |
20839.73 | 1 | |
20572.41 | 1 | |
20562.7 | 1 |
주소
Text
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.8 |
Min length | 8 |
Characters and Unicode
Total characters | 1080 |
---|---|
Distinct characters | 109 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전남 무안 삼향 왕산 |
---|---|
2nd row | 전남 무안 삼향 왕산 |
3rd row | 전남 목포 죽교 |
4th row | 전남 목포 죽교 |
5th row | 전남 영암 학산 묵동 |
Value | Count | Frequency (%) |
전남 | 100 | |
순천 | 14 | 3.5% |
고흥 | 10 | 2.5% |
주암 | 8 | 2.0% |
화순 | 8 | 2.0% |
영광 | 8 | 2.0% |
강진 | 8 | 2.0% |
무안 | 6 | 1.5% |
광양 | 6 | 1.5% |
담양 | 6 | 1.5% |
Other values (97) | 222 |
Most occurring characters
Value | Count | Frequency (%) |
296 | ||
남 | 110 | 10.2% |
전 | 108 | 10.0% |
성 | 24 | 2.2% |
순 | 22 | 2.0% |
천 | 22 | 2.0% |
안 | 18 | 1.7% |
광 | 16 | 1.5% |
양 | 16 | 1.5% |
산 | 16 | 1.5% |
Other values (99) | 432 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 784 | |
Space Separator | 296 | 27.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
남 | 110 | 14.0% |
전 | 108 | 13.8% |
성 | 24 | 3.1% |
순 | 22 | 2.8% |
천 | 22 | 2.8% |
안 | 18 | 2.3% |
광 | 16 | 2.0% |
양 | 16 | 2.0% |
산 | 16 | 2.0% |
신 | 14 | 1.8% |
Other values (98) | 418 |
Space Separator
Value | Count | Frequency (%) |
296 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 784 | |
Common | 296 | 27.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
남 | 110 | 14.0% |
전 | 108 | 13.8% |
성 | 24 | 3.1% |
순 | 22 | 2.8% |
천 | 22 | 2.8% |
안 | 18 | 2.3% |
광 | 16 | 2.0% |
양 | 16 | 2.0% |
산 | 16 | 2.0% |
신 | 14 | 1.8% |
Other values (98) | 418 |
Common
Value | Count | Frequency (%) |
296 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 784 | |
ASCII | 296 | 27.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
296 |
Hangul
Value | Count | Frequency (%) |
남 | 110 | 14.0% |
전 | 108 | 13.8% |
성 | 24 | 3.1% |
순 | 22 | 2.8% |
천 | 22 | 2.8% |
안 | 18 | 2.3% |
광 | 16 | 2.0% |
양 | 16 | 2.0% |
산 | 16 | 2.0% |
신 | 14 | 1.8% |
Other values (98) | 418 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 1.000 | 0.554 | 0.837 | 0.838 | 0.532 | 0.414 | 0.385 | 0.479 | 0.581 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.952 | 0.793 | 0.918 | 0.734 | 0.962 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
측정구간 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.998 | 1.000 | 0.932 | 0.762 | 0.929 | 0.690 | 0.941 | 1.000 |
연장 | 0.554 | 1.000 | 0.000 | 1.000 | 1.000 | 0.530 | 0.617 | 0.342 | 0.000 | 0.483 | 0.000 | 0.398 | 1.000 |
좌표위치위도 | 0.837 | 1.000 | 0.000 | 0.998 | 0.530 | 1.000 | 0.794 | 0.352 | 0.000 | 0.193 | 0.158 | 0.343 | 1.000 |
좌표위치경도 | 0.838 | 1.000 | 0.000 | 1.000 | 0.617 | 0.794 | 1.000 | 0.526 | 0.564 | 0.474 | 0.532 | 0.562 | 1.000 |
co | 0.532 | 0.952 | 0.000 | 0.932 | 0.342 | 0.352 | 0.526 | 1.000 | 0.983 | 0.843 | 0.900 | 0.999 | 0.952 |
nox | 0.414 | 0.793 | 0.000 | 0.762 | 0.000 | 0.000 | 0.564 | 0.983 | 1.000 | 0.789 | 0.981 | 0.984 | 0.793 |
hc | 0.385 | 0.918 | 0.000 | 0.929 | 0.483 | 0.193 | 0.474 | 0.843 | 0.789 | 1.000 | 0.761 | 0.854 | 0.918 |
pm | 0.479 | 0.734 | 0.000 | 0.690 | 0.000 | 0.158 | 0.532 | 0.900 | 0.981 | 0.761 | 1.000 | 0.902 | 0.734 |
co2 | 0.581 | 0.962 | 0.000 | 0.941 | 0.398 | 0.343 | 0.562 | 0.999 | 0.984 | 0.854 | 0.902 | 1.000 | 0.962 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.952 | 0.793 | 0.918 | 0.734 | 0.962 | 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 | -0.065 | 0.432 | 0.068 | -0.391 | -0.390 | -0.383 | -0.358 | -0.397 | 0.000 | 0.760 |
연장 | -0.065 | 1.000 | 0.094 | -0.086 | 0.031 | 0.014 | 0.019 | 0.030 | 0.033 | 0.000 | 0.742 |
좌표위치위도 | 0.432 | 0.094 | 1.000 | -0.010 | -0.359 | -0.360 | -0.357 | -0.361 | -0.362 | 0.000 | 0.745 |
좌표위치경도 | 0.068 | -0.086 | -0.010 | 1.000 | -0.116 | -0.106 | -0.108 | -0.103 | -0.112 | 0.000 | 0.760 |
co | -0.391 | 0.031 | -0.359 | -0.116 | 1.000 | 0.992 | 0.994 | 0.932 | 0.998 | 0.000 | 0.548 |
nox | -0.390 | 0.014 | -0.360 | -0.106 | 0.992 | 1.000 | 0.996 | 0.958 | 0.989 | 0.000 | 0.345 |
hc | -0.383 | 0.019 | -0.357 | -0.108 | 0.994 | 0.996 | 1.000 | 0.950 | 0.989 | 0.000 | 0.522 |
pm | -0.358 | 0.030 | -0.361 | -0.103 | 0.932 | 0.958 | 0.950 | 1.000 | 0.927 | 0.000 | 0.289 |
co2 | -0.397 | 0.033 | -0.362 | -0.112 | 0.998 | 0.989 | 0.989 | 0.927 | 1.000 | 0.000 | 0.567 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.760 | 0.742 | 0.745 | 0.760 | 0.548 | 0.345 | 0.522 | 0.289 | 0.567 | 0.000 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0101-0] | 1 | 목포-무안 | 5.4 | 20210501 | 0 | 34.85192 | 126.42727 | 88.22 | 65.88 | 9.86 | 3.33 | 20562.7 | 전남 무안 삼향 왕산 |
1 | 2 | 건기연 | [0101-0] | 2 | 목포-무안 | 5.4 | 20210501 | 0 | 34.85192 | 126.42727 | 79.01 | 47.71 | 7.56 | 1.86 | 18958.01 | 전남 무안 삼향 왕산 |
2 | 3 | 건기연 | [0101-1] | 1 | 진도-무안 | 21.8 | 20210501 | 0 | 34.80189 | 126.36491 | 54.07 | 36.33 | 5.03 | 1.52 | 14148.12 | 전남 목포 죽교 |
3 | 4 | 건기연 | [0101-1] | 2 | 진도-무안 | 21.8 | 20210501 | 0 | 34.80189 | 126.36491 | 65.21 | 42.12 | 5.96 | 1.53 | 17071.32 | 전남 목포 죽교 |
4 | 5 | 건기연 | [0201-4] | 1 | 금계-강진 | 12.6 | 20210501 | 0 | 34.70297 | 126.64976 | 33.47 | 23.32 | 3.77 | 1.46 | 7885.98 | 전남 영암 학산 묵동 |
5 | 6 | 건기연 | [0201-4] | 2 | 금계-강진 | 12.6 | 20210501 | 0 | 34.70297 | 126.64976 | 27.19 | 21.43 | 2.89 | 1.74 | 6566.9 | 전남 영암 학산 묵동 |
6 | 7 | 건기연 | [0201-8] | 1 | 목포-학산 | 4.2 | 20210501 | 0 | 34.82996 | 126.47853 | 123.37 | 96.85 | 12.66 | 4.33 | 34080.41 | 전남 무안 삼향 용포 |
7 | 8 | 건기연 | [0201-8] | 2 | 목포-학산 | 4.2 | 20210501 | 0 | 34.82996 | 126.47853 | 79.29 | 59.89 | 7.95 | 2.66 | 22041.14 | 전남 무안 삼향 용포 |
8 | 9 | 건기연 | [0201-9] | 1 | 목포-청계 | 3.5 | 20210501 | 0 | 34.83404 | 126.36721 | 36.29 | 23.51 | 3.18 | 1.25 | 10310.65 | 전남 신안 압해 신장 |
9 | 10 | 건기연 | [0201-9] | 2 | 목포-청계 | 3.5 | 20210501 | 0 | 34.83404 | 126.36721 | 44.43 | 24.68 | 4.18 | 1.07 | 10660.26 | 전남 신안 압해 신장 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2408-2] | 1 | 담양-순창 | 4.9 | 20210501 | 0 | 35.34316 | 127.04541 | 11.86 | 7.24 | 0.99 | 0.27 | 3411.48 | 전남 담양 금성 봉서 |
91 | 92 | 건기연 | [2408-2] | 2 | 담양-순창 | 4.9 | 20210501 | 0 | 35.34316 | 127.04541 | 10.42 | 5.49 | 0.96 | 0.13 | 2485.15 | 전남 담양 금성 봉서 |
92 | 93 | 건기연 | [2701-2] | 1 | 도양-고흥 | 4.4 | 20210501 | 0 | 34.58881 | 127.26598 | 50.69 | 34.16 | 5.18 | 1.55 | 13062.79 | 전남 고흥 고흥 등암 |
93 | 94 | 건기연 | [2701-2] | 2 | 도양-고흥 | 4.4 | 20210501 | 0 | 34.58881 | 127.26598 | 58.26 | 43.23 | 5.99 | 2.07 | 14960.48 | 전남 고흥 고흥 등암 |
94 | 95 | 건기연 | [2701-7] | 1 | 소록도-도덕 | 6.7 | 20210501 | 0 | 34.51686 | 127.12677 | 17.05 | 10.59 | 1.58 | 0.67 | 4505.4 | 전남 고흥 도양 소록 |
95 | 96 | 건기연 | [2701-7] | 2 | 소록도-도덕 | 6.7 | 20210501 | 0 | 34.51686 | 127.12677 | 21.41 | 11.5 | 1.99 | 0.39 | 5161.04 | 전남 고흥 도양 소록 |
96 | 97 | 건기연 | [2702-1] | 1 | 옥과-주암 | 7.5 | 20210501 | 0 | 35.09485 | 127.24403 | 1.56 | 1.17 | 0.16 | 0.13 | 434.22 | 전남 순천 주암 한곡 |
97 | 98 | 건기연 | [2702-1] | 2 | 옥과-주암 | 7.5 | 20210501 | 0 | 35.09485 | 127.24403 | 2.92 | 2.0 | 0.27 | 0.14 | 821.31 | 전남 순천 주암 한곡 |
98 | 99 | 건기연 | [2703-0] | 1 | 옥과-주암 | 7.4 | 20210501 | 0 | 35.25002 | 127.18512 | 8.7 | 5.52 | 0.87 | 0.42 | 2093.47 | 전남 곡성 겸 칠봉 |
99 | 100 | 건기연 | [2703-0] | 2 | 옥과-주암 | 7.4 | 20210501 | 0 | 35.25002 | 127.18512 | 6.56 | 3.92 | 0.64 | 0.27 | 1589.29 | 전남 곡성 겸 칠봉 |