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 | 6 |
Text | 1 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 노바코스 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=3b5c6410-4b6a-11ec-a070-ab81432fd4e1 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 6 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 8 other fields | High correlation |
기본키 is highly overall correlated with 측정구간 and 1 other fields | High correlation |
연장 is highly overall correlated with 측정구간 and 1 other fields | High correlation |
좌표위치위도 is highly overall correlated with 측정구간 and 1 other fields | High correlation |
좌표위치경도 is highly overall correlated with 측정구간 and 1 other fields | High correlation |
co is highly overall correlated with nox and 3 other fields | High correlation |
nox is highly overall correlated with co and 5 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 4 other fields | High correlation |
co2 is highly overall correlated with co and 5 other fields | High correlation |
기본키 has unique values | Unique |
co has 6 (6.0%) zeros | Zeros |
nox has 6 (6.0%) zeros | Zeros |
hc has 6 (6.0%) zeros | Zeros |
pm has 18 (18.0%) zeros | Zeros |
co2 has 6 (6.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:38:33.731888 |
---|---|
Analysis finished | 2023-12-10 13:38:43.737263 |
Duration | 10.01 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 (%) |
0114-1 | 2 | 2.0% |
2609-1 | 2 | 2.0% |
3003-0 | 2 | 2.0% |
2205-3 | 2 | 2.0% |
2313-2 | 2 | 2.0% |
2316-0 | 2 | 2.0% |
2317-0 | 2 | 2.0% |
2320-2 | 2 | 2.0% |
2602-3 | 2 | 2.0% |
2914-0 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 138 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 98 | |
3 | 44 | 5.5% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 20 | 2.5% |
Other values (3) | 32 | 4.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 504 | |
Open Punctuation | 100 | 12.4% |
Dash Punctuation | 100 | 12.4% |
Close Punctuation | 100 | 12.4% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 138 | |
2 | 108 | |
0 | 98 | |
3 | 44 | 8.7% |
7 | 34 | 6.7% |
9 | 30 | 6.0% |
6 | 20 | 4.0% |
4 | 14 | 2.8% |
5 | 12 | 2.4% |
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 | 804 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 138 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 98 | |
3 | 44 | 5.5% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 20 | 2.5% |
Other values (3) | 32 | 4.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 804 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 138 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 98 | |
3 | 44 | 5.5% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 20 | 2.5% |
Other values (3) | 32 | 4.0% |
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 | 45 |
---|---|
Distinct (%) | 45.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
순창-남원 | 6 |
---|---|
군산-대야 | 4 |
번암-장계 | 4 |
순창-덕치 | 4 |
임실-관촌 | 2 |
Other values (40) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 5.12 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 태인-금구 |
---|---|
2nd row | 태인-금구 |
3rd row | 정읍-태인 |
4th row | 정읍-태인 |
5th row | 금산-전주 |
Common Values
Value | Count | Frequency (%) |
순창-남원 | 6 | 6.0% |
군산-대야 | 4 | 4.0% |
번암-장계 | 4 | 4.0% |
순창-덕치 | 4 | 4.0% |
임실-관촌 | 2 | 2.0% |
금산-전주 | 2 | 2.0% |
김제IC-전주 | 2 | 2.0% |
금마-연무 | 2 | 2.0% |
고원-삼계 | 2 | 2.0% |
임실-남원 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
순창-남원 | 6 | 6.0% |
번암-장계 | 4 | 4.0% |
순창-덕치 | 4 | 4.0% |
군산-대야 | 4 | 4.0% |
천천-서상 | 2 | 2.0% |
변산-하서 | 2 | 2.0% |
백여-구이 | 2 | 2.0% |
보안-부안 | 2 | 2.0% |
부안-죽산 | 2 | 2.0% |
군산-익산 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 44 |
---|---|
Distinct (%) | 44.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.426 |
Minimum | 0.9 |
---|---|
Maximum | 18.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.9 |
---|---|
5-th percentile | 2.4 |
Q1 | 4.6 |
median | 6.45 |
Q3 | 9.2 |
95-th percentile | 14.6 |
Maximum | 18.9 |
Range | 18 |
Interquartile range (IQR) | 4.6 |
Descriptive statistics
Standard deviation | 4.057108 |
---|---|
Coefficient of variation (CV) | 0.54633827 |
Kurtosis | 0.25378015 |
Mean | 7.426 |
Median Absolute Deviation (MAD) | 2.35 |
Skewness | 0.76364949 |
Sum | 742.6 |
Variance | 16.460125 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.9 | 4 | 4.0% |
2.4 | 4 | 4.0% |
8.5 | 4 | 4.0% |
5.4 | 4 | 4.0% |
6.0 | 4 | 4.0% |
8.0 | 4 | 4.0% |
11.1 | 2 | 2.0% |
6.3 | 2 | 2.0% |
7.5 | 2 | 2.0% |
14.6 | 2 | 2.0% |
Other values (34) | 68 |
Value | Count | Frequency (%) |
0.9 | 2 | |
1.0 | 2 | |
2.4 | 4 | |
2.7 | 2 | |
3.0 | 2 | |
3.3 | 2 | |
3.4 | 2 | |
3.6 | 2 | |
3.7 | 2 | |
4.1 | 2 |
Value | Count | Frequency (%) |
18.9 | 2 | |
17.3 | 2 | |
14.6 | 2 | |
13.8 | 2 | |
13.0 | 2 | |
12.9 | 2 | |
12.8 | 2 | |
11.9 | 2 | |
11.7 | 2 | |
11.5 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210601 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210601 |
---|---|
2nd row | 20210601 |
3rd row | 20210601 |
4th row | 20210601 |
5th row | 20210601 |
Common Values
Value | Count | Frequency (%) |
20210601 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210601 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 100 |
좌표위치위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35.670811 |
Minimum | 35.31836 |
---|---|
Maximum | 36.05245 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 35.31836 |
---|---|
5-th percentile | 35.38211 |
Q1 | 35.48989 |
median | 35.695695 |
Q3 | 35.79995 |
95-th percentile | 35.97732 |
Maximum | 36.05245 |
Range | 0.73409 |
Interquartile range (IQR) | 0.31006 |
Descriptive statistics
Standard deviation | 0.19864488 |
---|---|
Coefficient of variation (CV) | 0.0055688354 |
Kurtosis | -1.0686788 |
Mean | 35.670811 |
Median Absolute Deviation (MAD) | 0.176855 |
Skewness | 0.047759858 |
Sum | 3567.0811 |
Variance | 0.039459788 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.66929 | 2 | 2.0% |
35.71626 | 2 | 2.0% |
35.467 | 2 | 2.0% |
35.69967 | 2 | 2.0% |
35.75539 | 2 | 2.0% |
35.97701 | 2 | 2.0% |
35.9615 | 2 | 2.0% |
35.98108 | 2 | 2.0% |
35.85422 | 2 | 2.0% |
35.77224 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
35.31836 | 2 | |
35.36379 | 2 | |
35.38211 | 2 | |
35.38415 | 2 | |
35.39881 | 2 | |
35.40351 | 2 | |
35.41493 | 2 | |
35.42787 | 2 | |
35.44376 | 2 | |
35.44964 | 2 |
Value | Count | Frequency (%) |
36.05245 | 2 | |
35.98108 | 2 | |
35.97732 | 2 | |
35.97701 | 2 | |
35.97553 | 2 | |
35.9615 | 2 | |
35.9258 | 2 | |
35.9058 | 2 | |
35.90484 | 2 | |
35.88516 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.11975 |
Minimum | 126.5004 |
---|---|
Maximum | 127.67801 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 126.5004 |
---|---|
5-th percentile | 126.64598 |
Q1 | 126.88133 |
median | 127.12055 |
Q3 | 127.32352 |
95-th percentile | 127.59682 |
Maximum | 127.67801 |
Range | 1.17761 |
Interquartile range (IQR) | 0.44219 |
Descriptive statistics
Standard deviation | 0.30771121 |
---|---|
Coefficient of variation (CV) | 0.0024206404 |
Kurtosis | -0.93294344 |
Mean | 127.11975 |
Median Absolute Deviation (MAD) | 0.23396 |
Skewness | 0.061789914 |
Sum | 12711.975 |
Variance | 0.094686186 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.96828 | 2 | 2.0% |
127.11512 | 2 | 2.0% |
126.6981 | 2 | 2.0% |
126.69676 | 2 | 2.0% |
126.75919 | 2 | 2.0% |
126.91023 | 2 | 2.0% |
126.77112 | 2 | 2.0% |
126.7716 | 2 | 2.0% |
127.21711 | 2 | 2.0% |
127.4985 | 2 | 2.0% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.5004 | 2 | |
126.59317 | 2 | |
126.64598 | 2 | |
126.69676 | 2 | |
126.6981 | 2 | |
126.75919 | 2 | |
126.77112 | 2 | |
126.7716 | 2 | |
126.77892 | 2 | |
126.7879 | 2 |
Value | Count | Frequency (%) |
127.67801 | 2 | |
127.65033 | 2 | |
127.59682 | 2 | |
127.57067 | 2 | |
127.56884 | 2 | |
127.55201 | 2 | |
127.53885 | 2 | |
127.53076 | 2 | |
127.52057 | 2 | |
127.4985 | 2 |
co
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 77 |
---|---|
Distinct (%) | 77.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.6991 |
Minimum | 0 |
---|---|
Maximum | 132.19 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.7 |
median | 6.58 |
Q3 | 19.485 |
95-th percentile | 48.219 |
Maximum | 132.19 |
Range | 132.19 |
Interquartile range (IQR) | 17.785 |
Descriptive statistics
Standard deviation | 22.074781 |
---|---|
Coefficient of variation (CV) | 1.5017777 |
Kurtosis | 12.436406 |
Mean | 14.6991 |
Median Absolute Deviation (MAD) | 5.93 |
Skewness | 3.1575265 |
Sum | 1469.91 |
Variance | 487.29596 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.52 | 7 | 7.0% |
0.0 | 6 | 6.0% |
2.26 | 5 | 5.0% |
0.65 | 4 | 4.0% |
3.28 | 2 | 2.0% |
29.0 | 2 | 2.0% |
5.56 | 2 | 2.0% |
1.61 | 2 | 2.0% |
1.21 | 2 | 2.0% |
1.34 | 1 | 1.0% |
Other values (67) | 67 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.52 | 7 | |
0.65 | 4 | |
1.05 | 1 | 1.0% |
1.17 | 1 | 1.0% |
1.21 | 2 | 2.0% |
1.26 | 1 | 1.0% |
1.34 | 1 | 1.0% |
1.61 | 2 | 2.0% |
1.73 | 1 | 1.0% |
Value | Count | Frequency (%) |
132.19 | 1 | |
118.88 | 1 | |
81.54 | 1 | |
67.32 | 1 | |
55.42 | 1 | |
47.84 | 1 | |
43.4 | 1 | |
39.35 | 1 | |
38.79 | 1 | |
36.41 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 78 |
---|---|
Distinct (%) | 78.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.9341 |
Minimum | 0 |
---|---|
Maximum | 174.28 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.26 |
median | 4.56 |
Q3 | 17.9375 |
95-th percentile | 52.721 |
Maximum | 174.28 |
Range | 174.28 |
Interquartile range (IQR) | 16.6775 |
Descriptive statistics
Standard deviation | 27.337421 |
---|---|
Coefficient of variation (CV) | 1.8305369 |
Kurtosis | 20.853915 |
Mean | 14.9341 |
Median Absolute Deviation (MAD) | 4.26 |
Skewness | 4.1121582 |
Sum | 1493.41 |
Variance | 747.33456 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.28 | 7 | 7.0% |
0.0 | 6 | 6.0% |
1.51 | 5 | 5.0% |
0.32 | 4 | 4.0% |
3.57 | 2 | 2.0% |
1.26 | 2 | 2.0% |
0.96 | 2 | 2.0% |
1.96 | 2 | 2.0% |
29.22 | 1 | 1.0% |
25.87 | 1 | 1.0% |
Other values (68) | 68 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.28 | 7 | |
0.32 | 4 | |
0.55 | 1 | 1.0% |
0.9 | 1 | 1.0% |
0.96 | 2 | 2.0% |
1.0 | 1 | 1.0% |
1.05 | 1 | 1.0% |
1.23 | 1 | 1.0% |
1.26 | 2 | 2.0% |
Value | Count | Frequency (%) |
174.28 | 1 | |
170.15 | 1 | |
61.53 | 1 | |
61.02 | 1 | |
55.78 | 1 | |
52.56 | 1 | |
52.48 | 1 | |
48.41 | 1 | |
41.71 | 1 | |
41.66 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 71 |
---|---|
Distinct (%) | 71.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.9572 |
Minimum | 0 |
---|---|
Maximum | 20.3 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.175 |
median | 0.68 |
Q3 | 2.6 |
95-th percentile | 6.1075 |
Maximum | 20.3 |
Range | 20.3 |
Interquartile range (IQR) | 2.425 |
Descriptive statistics
Standard deviation | 3.2948138 |
---|---|
Coefficient of variation (CV) | 1.6834324 |
Kurtosis | 17.47357 |
Mean | 1.9572 |
Median Absolute Deviation (MAD) | 0.62 |
Skewness | 3.7176282 |
Sum | 195.72 |
Variance | 10.855798 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.04 | 7 | 7.0% |
0.0 | 6 | 6.0% |
0.22 | 5 | 5.0% |
0.06 | 4 | 4.0% |
0.32 | 3 | 3.0% |
0.13 | 3 | 3.0% |
2.56 | 2 | 2.0% |
0.53 | 2 | 2.0% |
0.99 | 2 | 2.0% |
0.26 | 2 | 2.0% |
Other values (61) | 64 |
Value | Count | Frequency (%) |
0.0 | 6 | |
0.04 | 7 | |
0.06 | 4 | |
0.09 | 1 | 1.0% |
0.13 | 3 | |
0.14 | 1 | 1.0% |
0.15 | 1 | 1.0% |
0.16 | 2 | 2.0% |
0.18 | 1 | 1.0% |
0.2 | 1 | 1.0% |
Value | Count | Frequency (%) |
20.3 | 1 | |
20.0 | 1 | |
9.24 | 1 | |
7.73 | 1 | |
7.2 | 1 | |
6.05 | 1 | |
6.04 | 1 | |
5.86 | 1 | |
5.8 | 1 | |
5.61 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 46 |
---|---|
Distinct (%) | 46.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.9478 |
Minimum | 0 |
---|---|
Maximum | 10.67 |
Zeros | 18 |
Zeros (%) | 18.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.28 |
Q3 | 1.24 |
95-th percentile | 3.517 |
Maximum | 10.67 |
Range | 10.67 |
Interquartile range (IQR) | 1.11 |
Descriptive statistics
Standard deviation | 1.6717991 |
---|---|
Coefficient of variation (CV) | 1.7638733 |
Kurtosis | 19.969407 |
Mean | 0.9478 |
Median Absolute Deviation (MAD) | 0.28 |
Skewness | 4.0100141 |
Sum | 94.78 |
Variance | 2.7949123 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.13 | 16 | |
0.14 | 8 | 8.0% |
0.27 | 6 | 6.0% |
0.54 | 5 | 5.0% |
0.28 | 4 | 4.0% |
0.41 | 3 | 3.0% |
1.24 | 2 | 2.0% |
3.66 | 1 | 1.0% |
3.13 | 1 | 1.0% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.13 | 16 | |
0.14 | 8 | |
0.27 | 6 | 6.0% |
0.28 | 4 | 4.0% |
0.39 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.41 | 3 | 3.0% |
0.42 | 1 | 1.0% |
0.44 | 1 | 1.0% |
Value | Count | Frequency (%) |
10.67 | 1 | |
10.26 | 1 | |
3.96 | 1 | |
3.66 | 1 | |
3.65 | 1 | |
3.51 | 1 | |
3.13 | 1 | |
3.02 | 1 | |
2.85 | 1 | |
2.59 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 78 |
---|---|
Distinct (%) | 78.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3633.0091 |
Minimum | 0 |
---|---|
Maximum | 32833.53 |
Zeros | 6 |
Zeros (%) | 6.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 452.93 |
median | 1602.41 |
Q3 | 4780.3375 |
95-th percentile | 11056.096 |
Maximum | 32833.53 |
Range | 32833.53 |
Interquartile range (IQR) | 4327.4075 |
Descriptive statistics
Standard deviation | 5505.21 |
---|---|
Coefficient of variation (CV) | 1.5153307 |
Kurtosis | 13.401573 |
Mean | 3633.0091 |
Median Absolute Deviation (MAD) | 1448.73 |
Skewness | 3.2697145 |
Sum | 363300.91 |
Variance | 30307338 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
138.68 | 7 | 7.0% |
0.0 | 6 | 6.0% |
595.97 | 5 | 5.0% |
153.68 | 4 | 4.0% |
1469.32 | 2 | 2.0% |
439.85 | 2 | 2.0% |
318.6 | 2 | 2.0% |
794.65 | 2 | 2.0% |
6744.39 | 1 | 1.0% |
7267.78 | 1 | 1.0% |
Other values (68) | 68 |
Value | Count | Frequency (%) |
0.0 | 6 | |
138.68 | 7 | |
153.68 | 4 | |
277.37 | 1 | 1.0% |
318.6 | 2 | 2.0% |
322.21 | 1 | 1.0% |
324.24 | 1 | 1.0% |
333.6 | 1 | 1.0% |
439.85 | 2 | 2.0% |
457.29 | 1 | 1.0% |
Value | Count | Frequency (%) |
32833.53 | 1 | |
31143.97 | 1 | |
19041.57 | 1 | |
16955.33 | 1 | |
12632.46 | 1 | |
10973.13 | 1 | |
10557.85 | 1 | |
9988.71 | 1 | |
9761.91 | 1 | |
9573.83 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 49 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
전북 군산 개정 아동 | 4 |
---|---|
전북 정읍 정우 우산 | 2 |
전북 김제 금구 대화 | 2 |
전북 완주 이서 이성 | 2 |
전북 익산 여산 제남 | 2 |
Other values (44) |
Length
Max length | 11 |
---|---|
Median length | 11 |
Mean length | 10.94 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전북 정읍 옹동 오성 |
---|---|
2nd row | 전북 정읍 옹동 오성 |
3rd row | 전북 정읍 정우 우산 |
4th row | 전북 정읍 정우 우산 |
5th row | 전북 김제 금구 대화 |
Common Values
Value | Count | Frequency (%) |
전북 군산 개정 아동 | 4 | 4.0% |
전북 정읍 정우 우산 | 2 | 2.0% |
전북 김제 금구 대화 | 2 | 2.0% |
전북 완주 이서 이성 | 2 | 2.0% |
전북 익산 여산 제남 | 2 | 2.0% |
전북 순창 적성 괴정 | 2 | 2.0% |
전북 순창 유등 건곡 | 2 | 2.0% |
전북 남원 대산 풍촌 | 2 | 2.0% |
전북 임실 삼계 후천 | 2 | 2.0% |
전북 임실 지사 영천 | 2 | 2.0% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
전북 | 100 | |
순창 | 16 | 4.0% |
장수 | 14 | 3.5% |
임실 | 10 | 2.5% |
김제 | 8 | 2.0% |
부안 | 8 | 2.0% |
완주 | 8 | 2.0% |
정읍 | 8 | 2.0% |
고창 | 6 | 1.5% |
남원 | 6 | 1.5% |
Other values (95) | 214 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 1.000 | 0.675 | 0.790 | 0.909 | 0.443 | 0.695 | 0.542 | 0.695 | 0.564 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.750 | 0.948 | 0.912 | 0.929 | 0.958 | 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 | 0.998 | 0.990 | 0.998 | 0.840 | 0.953 | 0.926 | 0.936 | 0.958 | 1.000 |
연장 | 0.675 | 1.000 | 0.000 | 0.998 | 1.000 | 0.502 | 0.503 | 0.632 | 0.432 | 0.545 | 0.439 | 0.665 | 0.998 |
좌표위치위도 | 0.790 | 1.000 | 0.000 | 0.990 | 0.502 | 1.000 | 0.806 | 0.431 | 0.675 | 0.508 | 0.625 | 0.529 | 0.997 |
좌표위치경도 | 0.909 | 1.000 | 0.000 | 0.998 | 0.503 | 0.806 | 1.000 | 0.100 | 0.505 | 0.426 | 0.528 | 0.374 | 1.000 |
co | 0.443 | 0.750 | 0.000 | 0.840 | 0.632 | 0.431 | 0.100 | 1.000 | 0.907 | 0.993 | 0.897 | 0.972 | 0.759 |
nox | 0.695 | 0.948 | 0.000 | 0.953 | 0.432 | 0.675 | 0.505 | 0.907 | 1.000 | 0.861 | 0.990 | 0.849 | 0.927 |
hc | 0.542 | 0.912 | 0.000 | 0.926 | 0.545 | 0.508 | 0.426 | 0.993 | 0.861 | 1.000 | 0.862 | 0.974 | 0.913 |
pm | 0.695 | 0.929 | 0.000 | 0.936 | 0.439 | 0.625 | 0.528 | 0.897 | 0.990 | 0.862 | 1.000 | 0.860 | 0.906 |
co2 | 0.564 | 0.958 | 0.000 | 0.958 | 0.665 | 0.529 | 0.374 | 0.972 | 0.849 | 0.974 | 0.860 | 1.000 | 0.951 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.998 | 0.997 | 1.000 | 0.759 | 0.927 | 0.913 | 0.906 | 0.951 | 1.000 |
주소 | 방향 | 측정구간 | |
---|---|---|---|
주소 | 1.000 | 0.000 | 0.963 |
방향 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.963 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | 측정구간 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | -0.022 | 0.160 | -0.385 | 0.036 | 0.027 | 0.025 | 0.004 | 0.042 | 0.000 | 0.782 | 0.753 |
연장 | -0.022 | 1.000 | -0.040 | -0.068 | -0.038 | -0.052 | -0.055 | -0.048 | -0.034 | 0.000 | 0.711 | 0.734 |
좌표위치위도 | 0.160 | -0.040 | 1.000 | -0.067 | 0.451 | 0.457 | 0.453 | 0.457 | 0.448 | 0.000 | 0.700 | 0.725 |
좌표위치경도 | -0.385 | -0.068 | -0.067 | 1.000 | -0.376 | -0.353 | -0.360 | -0.326 | -0.377 | 0.000 | 0.752 | 0.753 |
co | 0.036 | -0.038 | 0.451 | -0.376 | 1.000 | 0.993 | 0.994 | 0.976 | 0.999 | 0.000 | 0.354 | 0.285 |
nox | 0.027 | -0.052 | 0.457 | -0.353 | 0.993 | 1.000 | 0.998 | 0.985 | 0.990 | 0.000 | 0.569 | 0.531 |
hc | 0.025 | -0.055 | 0.453 | -0.360 | 0.994 | 0.998 | 1.000 | 0.983 | 0.990 | 0.000 | 0.538 | 0.497 |
pm | 0.004 | -0.048 | 0.457 | -0.326 | 0.976 | 0.985 | 0.983 | 1.000 | 0.973 | 0.000 | 0.538 | 0.498 |
co2 | 0.042 | -0.034 | 0.448 | -0.377 | 0.999 | 0.990 | 0.990 | 0.973 | 1.000 | 0.000 | 0.605 | 0.568 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.782 | 0.711 | 0.700 | 0.752 | 0.354 | 0.569 | 0.538 | 0.538 | 0.605 | 0.000 | 1.000 | 0.963 |
주소 | 0.753 | 0.734 | 0.725 | 0.753 | 0.285 | 0.531 | 0.497 | 0.498 | 0.568 | 0.000 | 0.963 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0114-1] | 1 | 태인-금구 | 11.1 | 20210601 | 1 | 35.66929 | 126.96828 | 27.96 | 29.22 | 3.92 | 1.9 | 6744.39 | 전북 정읍 옹동 오성 |
1 | 2 | 건기연 | [0114-1] | 2 | 태인-금구 | 11.1 | 20210601 | 1 | 35.66929 | 126.96828 | 21.04 | 15.89 | 2.56 | 0.93 | 4866.71 | 전북 정읍 옹동 오성 |
2 | 3 | 건기연 | [0115-1] | 1 | 정읍-태인 | 6.4 | 20210601 | 1 | 35.62947 | 126.90344 | 33.56 | 31.86 | 4.36 | 1.76 | 8228.69 | 전북 정읍 정우 우산 |
3 | 4 | 건기연 | [0115-1] | 2 | 정읍-태인 | 6.4 | 20210601 | 1 | 35.62947 | 126.90344 | 34.05 | 33.07 | 4.5 | 2.17 | 8352.39 | 전북 정읍 정우 우산 |
4 | 5 | 건기연 | [0116-2] | 1 | 금산-전주 | 4.3 | 20210601 | 1 | 35.78758 | 127.0351 | 55.42 | 48.41 | 7.2 | 3.02 | 12632.46 | 전북 김제 금구 대화 |
5 | 6 | 건기연 | [0116-2] | 2 | 금산-전주 | 4.3 | 20210601 | 1 | 35.78758 | 127.0351 | 36.41 | 33.91 | 4.63 | 2.12 | 9009.64 | 전북 김제 금구 대화 |
6 | 7 | 건기연 | [0117-3] | 1 | 김제IC-전주 | 5.1 | 20210601 | 1 | 35.79995 | 127.05822 | 39.35 | 52.48 | 6.04 | 3.51 | 10557.85 | 전북 완주 이서 이성 |
7 | 8 | 건기연 | [0117-3] | 2 | 김제IC-전주 | 5.1 | 20210601 | 1 | 35.79995 | 127.05822 | 43.4 | 41.66 | 6.05 | 2.59 | 9761.91 | 전북 완주 이서 이성 |
8 | 9 | 건기연 | [0121-4] | 1 | 금마-연무 | 4.9 | 20210601 | 1 | 36.05245 | 127.08061 | 21.93 | 25.07 | 3.73 | 1.84 | 5032.4 | 전북 익산 여산 제남 |
9 | 10 | 건기연 | [0121-4] | 2 | 금마-연무 | 4.9 | 20210601 | 1 | 36.05245 | 127.08061 | 14.35 | 17.48 | 2.6 | 1.29 | 3199.31 | 전북 익산 여산 제남 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2909-1] | 1 | 정읍-부안 | 3.3 | 20210601 | 1 | 35.60581 | 126.77892 | 9.03 | 6.04 | 0.88 | 0.54 | 2383.89 | 전북 정읍 고부 입석 |
91 | 92 | 건기연 | [2909-1] | 2 | 정읍-부안 | 3.3 | 20210601 | 1 | 35.60581 | 126.77892 | 5.56 | 3.57 | 0.53 | 0.27 | 1469.32 | 전북 정읍 고부 입석 |
92 | 93 | 건기연 | [2911-0] | 1 | 화호-김제 | 11.7 | 20210601 | 1 | 35.7375 | 126.83701 | 1.98 | 1.32 | 0.2 | 0.13 | 487.28 | 전북 김제 부량 대평 |
93 | 94 | 건기연 | [2911-0] | 2 | 화호-김제 | 11.7 | 20210601 | 1 | 35.7375 | 126.83701 | 0.52 | 0.28 | 0.04 | 0.0 | 138.68 | 전북 김제 부량 대평 |
94 | 95 | 건기연 | [2912-1] | 1 | 만경-백산 | 4.6 | 20210601 | 1 | 35.84681 | 126.84901 | 3.83 | 2.34 | 0.35 | 0.13 | 1012.03 | 전북 김제 만경 대동 |
95 | 96 | 건기연 | [2912-1] | 2 | 만경-백산 | 4.6 | 20210601 | 1 | 35.84681 | 126.84901 | 5.56 | 3.57 | 0.53 | 0.27 | 1469.32 | 전북 김제 만경 대동 |
96 | 97 | 건기연 | [3003-0] | 1 | 변산-하서 | 3.6 | 20210601 | 1 | 35.72216 | 126.64598 | 11.43 | 6.81 | 1.03 | 0.28 | 3006.12 | 전북 부안 하서 청호 |
97 | 98 | 건기연 | [3003-0] | 2 | 변산-하서 | 3.6 | 20210601 | 1 | 35.72216 | 126.64598 | 10.6 | 6.39 | 1.04 | 0.41 | 2548.88 | 전북 부안 하서 청호 |
98 | 99 | 건기연 | [3005-3] | 1 | 부안IC-화호 | 3.7 | 20210601 | 1 | 35.72314 | 126.7879 | 10.75 | 11.0 | 1.64 | 0.84 | 2554.51 | 전북 부안 백산 덕신 |
99 | 100 | 건기연 | [3005-3] | 2 | 부안IC-화호 | 3.7 | 20210601 | 1 | 35.72314 | 126.7879 | 2.26 | 1.51 | 0.22 | 0.13 | 595.97 | 전북 부안 백산 덕신 |