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=1bdbf7e0-4b6a-11ec-a1d0-25701f338068 |
도로종류 has constant value "" | Constant |
측정일 has constant value "" | Constant |
측정시간 has constant value "" | Constant |
주소 is highly overall correlated with 기본키 and 7 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 9 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 5 other fields | High correlation |
nox is highly overall correlated with co and 4 other fields | High correlation |
hc is highly overall correlated with co and 5 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 9 (9.0%) zeros | Zeros |
nox has 9 (9.0%) zeros | Zeros |
hc has 9 (9.0%) zeros | Zeros |
pm has 17 (17.0%) zeros | Zeros |
co2 has 9 (9.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:06:09.225951 |
---|---|
Analysis finished | 2023-12-10 11:06:25.492588 |
Duration | 16.27 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% |
2607-2 | 2 | 2.0% |
2912-1 | 2 | 2.0% |
2204-0 | 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% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 144 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 94 | |
3 | 40 | 5.0% |
7 | 36 | 4.5% |
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 | 144 | |
2 | 108 | |
0 | 94 | |
3 | 40 | 7.9% |
7 | 36 | 7.1% |
9 | 30 | 6.0% |
6 | 20 | 4.0% |
4 | 16 | 3.2% |
5 | 10 | 2.0% |
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 | 144 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 94 | |
3 | 40 | 5.0% |
7 | 36 | 4.5% |
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 | 144 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 94 | |
3 | 40 | 5.0% |
7 | 36 | 4.5% |
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 |
---|---|
번암-장계 | 4 |
순창-덕치 | 4 |
군산-대야 | 4 |
임실-관촌 | 2 |
Other values (40) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 5.08 |
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% |
번암-장계 | 4 | 4.0% |
순창-덕치 | 4 | 4.0% |
군산-대야 | 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% |
순창-덕치 | 4 | 4.0% |
군산-대야 | 4 | 4.0% |
번암-장계 | 4 | 4.0% |
연장-오천 | 2 | 2.0% |
만경-백산 | 2 | 2.0% |
태인-금구 | 2 | 2.0% |
천천-서상 | 2 | 2.0% |
고창-흥덕 | 2 | 2.0% |
보안-부안 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 43 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.526 |
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 | 4.7 |
median | 7 |
Q3 | 9.2 |
95-th percentile | 14.6 |
Maximum | 18.9 |
Range | 18 |
Interquartile range (IQR) | 4.5 |
Descriptive statistics
Standard deviation | 4.025214 |
---|---|
Coefficient of variation (CV) | 0.53484108 |
Kurtosis | 0.26684782 |
Mean | 7.526 |
Median Absolute Deviation (MAD) | 2.25 |
Skewness | 0.72288321 |
Sum | 752.6 |
Variance | 16.202347 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.0 | 4 | 4.0% |
4.9 | 4 | 4.0% |
2.4 | 4 | 4.0% |
8.5 | 4 | 4.0% |
5.4 | 4 | 4.0% |
8.7 | 4 | 4.0% |
8.0 | 4 | 4.0% |
6.3 | 2 | 2.0% |
7.5 | 2 | 2.0% |
14.6 | 2 | 2.0% |
Other values (33) | 66 |
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 | |
4.1 | 2 | |
4.3 | 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 |
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 |
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 | 35.674689 |
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 | 35.84681 |
95-th percentile | 35.97732 |
Maximum | 36.05245 |
Range | 0.73409 |
Interquartile range (IQR) | 0.35692 |
Descriptive statistics
Standard deviation | 0.20152891 |
---|---|
Coefficient of variation (CV) | 0.0056490726 |
Kurtosis | -1.1386676 |
Mean | 35.674689 |
Median Absolute Deviation (MAD) | 0.18819 |
Skewness | 0.024059121 |
Sum | 3567.4689 |
Variance | 0.040613901 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.66929 | 2 | 2.0% |
35.72732 | 2 | 2.0% |
35.44964 | 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% |
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 | |
35.91702 | 2 | |
35.9058 | 2 | |
35.90484 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.12731 |
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 | 126.89186 |
median | 127.13348 |
Q3 | 127.32352 |
95-th percentile | 127.59682 |
Maximum | 127.67801 |
Range | 1.17761 |
Interquartile range (IQR) | 0.43166 |
Descriptive statistics
Standard deviation | 0.30404953 |
---|---|
Coefficient of variation (CV) | 0.0023916933 |
Kurtosis | -0.86290988 |
Mean | 127.12731 |
Median Absolute Deviation (MAD) | 0.233045 |
Skewness | 0.014865509 |
Sum | 12712.731 |
Variance | 0.092446114 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.96828 | 2 | 2.0% |
127.59682 | 2 | 2.0% |
126.5004 | 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% |
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 | |
126.83701 | 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 | 86 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.1416 |
Minimum | 0 |
---|---|
Maximum | 212.48 |
Zeros | 9 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.6675 |
median | 12.175 |
Q3 | 29.4475 |
95-th percentile | 80.6415 |
Maximum | 212.48 |
Range | 212.48 |
Interquartile range (IQR) | 26.78 |
Descriptive statistics
Standard deviation | 35.558218 |
---|---|
Coefficient of variation (CV) | 1.4729023 |
Kurtosis | 12.696108 |
Mean | 24.1416 |
Median Absolute Deviation (MAD) | 11 |
Skewness | 3.1241269 |
Sum | 2414.16 |
Variance | 1264.3869 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 9.0% |
0.52 | 3 | 3.0% |
4.52 | 2 | 2.0% |
1.05 | 2 | 2.0% |
5.23 | 2 | 2.0% |
2.68 | 2 | 2.0% |
5.27 | 1 | 1.0% |
2.1 | 1 | 1.0% |
5.84 | 1 | 1.0% |
43.04 | 1 | 1.0% |
Other values (76) | 76 |
Value | Count | Frequency (%) |
0.0 | 9 | |
0.52 | 3 | 3.0% |
0.65 | 1 | 1.0% |
0.74 | 1 | 1.0% |
1.05 | 2 | 2.0% |
1.3 | 1 | 1.0% |
1.38 | 1 | 1.0% |
1.94 | 1 | 1.0% |
1.98 | 1 | 1.0% |
2.1 | 1 | 1.0% |
Value | Count | Frequency (%) |
212.48 | 1 | |
200.53 | 1 | |
101.69 | 1 | |
91.18 | 1 | |
87.32 | 1 | |
80.29 | 1 | |
79.85 | 1 | |
75.6 | 1 | |
70.95 | 1 | |
66.71 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 86 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 22.486 |
Minimum | 0 |
---|---|
Maximum | 244.95 |
Zeros | 9 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.73 |
median | 8.745 |
Q3 | 28.29 |
95-th percentile | 68.2865 |
Maximum | 244.95 |
Range | 244.95 |
Interquartile range (IQR) | 26.56 |
Descriptive statistics
Standard deviation | 38.620853 |
---|---|
Coefficient of variation (CV) | 1.7175511 |
Kurtosis | 20.121315 |
Mean | 22.486 |
Median Absolute Deviation (MAD) | 8.195 |
Skewness | 4.0008072 |
Sum | 2248.6 |
Variance | 1491.5703 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 9.0% |
0.28 | 3 | 3.0% |
3.02 | 2 | 2.0% |
0.55 | 2 | 2.0% |
2.92 | 2 | 2.0% |
1.73 | 2 | 2.0% |
3.28 | 1 | 1.0% |
1.11 | 1 | 1.0% |
3.5 | 1 | 1.0% |
45.77 | 1 | 1.0% |
Other values (76) | 76 |
Value | Count | Frequency (%) |
0.0 | 9 | |
0.28 | 3 | 3.0% |
0.32 | 1 | 1.0% |
0.55 | 2 | 2.0% |
0.64 | 1 | 1.0% |
0.77 | 1 | 1.0% |
1.09 | 1 | 1.0% |
1.11 | 1 | 1.0% |
1.27 | 1 | 1.0% |
1.32 | 1 | 1.0% |
Value | Count | Frequency (%) |
244.95 | 1 | |
241.02 | 1 | |
99.76 | 1 | |
75.23 | 1 | |
71.64 | 1 | |
68.11 | 1 | |
66.16 | 1 | |
64.88 | 1 | |
64.67 | 1 | |
61.13 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 78 |
---|---|
Distinct (%) | 78.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0794 |
Minimum | 0 |
---|---|
Maximum | 32.86 |
Zeros | 9 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.2675 |
median | 1.295 |
Q3 | 3.835 |
95-th percentile | 9.771 |
Maximum | 32.86 |
Range | 32.86 |
Interquartile range (IQR) | 3.5675 |
Descriptive statistics
Standard deviation | 5.1545972 |
---|---|
Coefficient of variation (CV) | 1.6738966 |
Kurtosis | 19.733438 |
Mean | 3.0794 |
Median Absolute Deviation (MAD) | 1.2 |
Skewness | 3.9455332 |
Sum | 307.94 |
Variance | 26.569872 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 9.0% |
0.04 | 3 | 3.0% |
0.27 | 3 | 3.0% |
0.44 | 3 | 3.0% |
0.2 | 2 | 2.0% |
2.32 | 2 | 2.0% |
0.09 | 2 | 2.0% |
0.57 | 2 | 2.0% |
0.49 | 2 | 2.0% |
0.26 | 2 | 2.0% |
Other values (68) | 70 |
Value | Count | Frequency (%) |
0.0 | 9 | |
0.04 | 3 | 3.0% |
0.06 | 1 | 1.0% |
0.09 | 2 | 2.0% |
0.1 | 1 | 1.0% |
0.12 | 1 | 1.0% |
0.16 | 1 | 1.0% |
0.18 | 1 | 1.0% |
0.2 | 2 | 2.0% |
0.21 | 1 | 1.0% |
Value | Count | Frequency (%) |
32.86 | 1 | |
31.91 | 1 | |
12.2 | 1 | |
10.03 | 1 | |
9.79 | 1 | |
9.77 | 1 | |
9.49 | 1 | |
9.45 | 1 | |
9.22 | 1 | |
8.54 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 57 |
---|---|
Distinct (%) | 57.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.3948 |
Minimum | 0 |
---|---|
Maximum | 14.6 |
Zeros | 17 |
Zeros (%) | 17.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.605 |
Q3 | 1.7625 |
95-th percentile | 4.453 |
Maximum | 14.6 |
Range | 14.6 |
Interquartile range (IQR) | 1.6325 |
Descriptive statistics
Standard deviation | 2.3395452 |
---|---|
Coefficient of variation (CV) | 1.6773338 |
Kurtosis | 18.58027 |
Mean | 1.3948 |
Median Absolute Deviation (MAD) | 0.605 |
Skewness | 3.8412672 |
Sum | 139.48 |
Variance | 5.4734717 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 17 | 17.0% |
0.13 | 9 | 9.0% |
0.14 | 9 | 9.0% |
0.27 | 6 | 6.0% |
0.28 | 3 | 3.0% |
1.35 | 2 | 2.0% |
0.8 | 2 | 2.0% |
1.37 | 2 | 2.0% |
0.67 | 2 | 2.0% |
2.32 | 1 | 1.0% |
Other values (47) | 47 |
Value | Count | Frequency (%) |
0.0 | 17 | |
0.13 | 9 | |
0.14 | 9 | |
0.26 | 1 | 1.0% |
0.27 | 6 | 6.0% |
0.28 | 3 | 3.0% |
0.36 | 1 | 1.0% |
0.4 | 1 | 1.0% |
0.41 | 1 | 1.0% |
0.53 | 1 | 1.0% |
Value | Count | Frequency (%) |
14.6 | 1 | |
14.38 | 1 | |
6.96 | 1 | |
4.83 | 1 | |
4.51 | 1 | |
4.45 | 1 | |
4.06 | 1 | |
4.0 | 1 | |
3.97 | 1 | |
3.82 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 86 |
---|---|
Distinct (%) | 86.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5937.8077 |
Minimum | 0 |
---|---|
Maximum | 48951.45 |
Zeros | 9 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 645.19 |
median | 2946.21 |
Q3 | 6974.2275 |
95-th percentile | 21629.248 |
Maximum | 48951.45 |
Range | 48951.45 |
Interquartile range (IQR) | 6329.0375 |
Descriptive statistics
Standard deviation | 8543.9569 |
---|---|
Coefficient of variation (CV) | 1.4389076 |
Kurtosis | 10.834739 |
Mean | 5937.8077 |
Median Absolute Deviation (MAD) | 2653.845 |
Skewness | 2.9027415 |
Sum | 593780.77 |
Variance | 72999200 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 9 | 9.0% |
138.68 | 3 | 3.0% |
1191.95 | 2 | 2.0% |
277.37 | 2 | 2.0% |
1255.69 | 2 | 2.0% |
646.6 | 2 | 2.0% |
1281.93 | 1 | 1.0% |
554.74 | 1 | 1.0% |
1442.83 | 1 | 1.0% |
10928.54 | 1 | 1.0% |
Other values (76) | 76 |
Value | Count | Frequency (%) |
0.0 | 9 | |
138.68 | 3 | 3.0% |
153.68 | 1 | 1.0% |
185.55 | 1 | 1.0% |
277.37 | 2 | 2.0% |
307.36 | 1 | 1.0% |
339.23 | 1 | 1.0% |
487.28 | 1 | 1.0% |
490.89 | 1 | 1.0% |
554.74 | 1 | 1.0% |
Value | Count | Frequency (%) |
48951.45 | 1 | |
47374.93 | 1 | |
26617.95 | 1 | |
23668.75 | 1 | |
22144.69 | 1 | |
21602.12 | 1 | |
18025.02 | 1 | |
17498.92 | 1 | |
16846.74 | 1 | |
16462.34 | 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% |
완주 | 10 | 2.5% |
김제 | 8 | 2.0% |
정읍 | 8 | 2.0% |
무주 | 6 | 1.5% |
부안 | 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 | 0.613 | 0.799 | 0.889 | 0.611 | 0.491 | 0.702 | 0.515 | 0.526 | 1.000 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.980 | 0.890 | 0.950 | 0.884 | 0.921 | 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 | 0.983 | 0.906 | 0.958 | 0.903 | 0.932 | 1.000 |
연장 | 0.613 | 1.000 | 0.000 | 0.998 | 1.000 | 0.485 | 0.492 | 0.536 | 0.343 | 0.344 | 0.377 | 0.428 | 0.998 |
좌표위치위도 | 0.799 | 1.000 | 0.000 | 0.990 | 0.485 | 1.000 | 0.795 | 0.538 | 0.501 | 0.632 | 0.453 | 0.455 | 0.997 |
좌표위치경도 | 0.889 | 1.000 | 0.000 | 0.998 | 0.492 | 0.795 | 1.000 | 0.583 | 0.445 | 0.654 | 0.459 | 0.530 | 1.000 |
co | 0.611 | 0.980 | 0.000 | 0.983 | 0.536 | 0.538 | 0.583 | 1.000 | 0.963 | 0.852 | 0.954 | 0.942 | 0.981 |
nox | 0.491 | 0.890 | 0.000 | 0.906 | 0.343 | 0.501 | 0.445 | 0.963 | 1.000 | 0.906 | 0.991 | 0.858 | 0.888 |
hc | 0.702 | 0.950 | 0.000 | 0.958 | 0.344 | 0.632 | 0.654 | 0.852 | 0.906 | 1.000 | 0.870 | 0.848 | 0.934 |
pm | 0.515 | 0.884 | 0.000 | 0.903 | 0.377 | 0.453 | 0.459 | 0.954 | 0.991 | 0.870 | 1.000 | 0.848 | 0.885 |
co2 | 0.526 | 0.921 | 0.000 | 0.932 | 0.428 | 0.455 | 0.530 | 0.942 | 0.858 | 0.848 | 0.848 | 1.000 | 0.939 |
주소 | 1.000 | 1.000 | 0.000 | 1.000 | 0.998 | 0.997 | 1.000 | 0.981 | 0.888 | 0.934 | 0.885 | 0.939 | 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 | 0.012 | 0.138 | -0.368 | 0.049 | 0.029 | 0.032 | 0.011 | 0.046 | 0.000 | 0.782 | 0.753 |
연장 | 0.012 | 1.000 | -0.023 | -0.097 | -0.012 | -0.005 | -0.012 | -0.006 | -0.010 | 0.000 | 0.711 | 0.733 |
좌표위치위도 | 0.138 | -0.023 | 1.000 | -0.063 | 0.467 | 0.489 | 0.484 | 0.466 | 0.469 | 0.000 | 0.700 | 0.726 |
좌표위치경도 | -0.368 | -0.097 | -0.063 | 1.000 | -0.389 | -0.387 | -0.387 | -0.419 | -0.390 | 0.000 | 0.752 | 0.753 |
co | 0.049 | -0.012 | 0.467 | -0.389 | 1.000 | 0.989 | 0.993 | 0.967 | 0.999 | 0.000 | 0.676 | 0.647 |
nox | 0.029 | -0.005 | 0.489 | -0.387 | 0.989 | 1.000 | 0.997 | 0.983 | 0.987 | 0.000 | 0.504 | 0.460 |
hc | 0.032 | -0.012 | 0.484 | -0.387 | 0.993 | 0.997 | 1.000 | 0.978 | 0.990 | 0.000 | 0.580 | 0.542 |
pm | 0.011 | -0.006 | 0.466 | -0.419 | 0.967 | 0.983 | 0.978 | 1.000 | 0.966 | 0.000 | 0.500 | 0.456 |
co2 | 0.046 | -0.010 | 0.469 | -0.390 | 0.999 | 0.987 | 0.990 | 0.966 | 1.000 | 0.000 | 0.547 | 0.506 |
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 | 0.676 | 0.504 | 0.580 | 0.500 | 0.547 | 0.000 | 1.000 | 0.963 |
주소 | 0.753 | 0.733 | 0.726 | 0.753 | 0.647 | 0.460 | 0.542 | 0.456 | 0.506 | 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 | 20210401 | 0 | 35.66929 | 126.96828 | 56.47 | 54.46 | 8.06 | 3.32 | 12557.59 | 전북 정읍 옹동 오성 |
1 | 2 | 건기연 | [0114-1] | 2 | 태인-금구 | 11.1 | 20210401 | 0 | 35.66929 | 126.96828 | 44.95 | 43.34 | 6.03 | 3.07 | 11608.49 | 전북 정읍 옹동 오성 |
2 | 3 | 건기연 | [0115-1] | 1 | 정읍-태인 | 6.4 | 20210401 | 0 | 35.62947 | 126.90344 | 64.54 | 60.9 | 8.54 | 4.0 | 15762.32 | 전북 정읍 정우 우산 |
3 | 4 | 건기연 | [0115-1] | 2 | 정읍-태인 | 6.4 | 20210401 | 0 | 35.62947 | 126.90344 | 66.71 | 66.16 | 9.45 | 4.83 | 16462.34 | 전북 정읍 정우 우산 |
4 | 5 | 건기연 | [0116-2] | 1 | 금산-전주 | 4.3 | 20210401 | 0 | 35.78758 | 127.0351 | 87.32 | 75.23 | 9.77 | 4.51 | 22144.69 | 전북 김제 금구 대화 |
5 | 6 | 건기연 | [0116-2] | 2 | 금산-전주 | 4.3 | 20210401 | 0 | 35.78758 | 127.0351 | 70.95 | 51.16 | 7.67 | 3.4 | 16846.74 | 전북 김제 금구 대화 |
6 | 7 | 건기연 | [0117-3] | 1 | 김제IC-전주 | 5.1 | 20210401 | 0 | 35.79995 | 127.05822 | 75.6 | 59.72 | 9.49 | 3.97 | 17498.92 | 전북 완주 이서 이성 |
7 | 8 | 건기연 | [0117-3] | 2 | 김제IC-전주 | 5.1 | 20210401 | 0 | 35.79995 | 127.05822 | 80.29 | 99.76 | 12.2 | 6.96 | 21602.12 | 전북 완주 이서 이성 |
8 | 9 | 건기연 | [0121-4] | 1 | 금마-연무 | 4.9 | 20210401 | 0 | 36.05245 | 127.08061 | 19.36 | 16.28 | 2.5 | 1.35 | 4501.27 | 전북 익산 여산 제남 |
9 | 10 | 건기연 | [0121-4] | 2 | 금마-연무 | 4.9 | 20210401 | 0 | 36.05245 | 127.08061 | 18.61 | 15.61 | 2.44 | 1.23 | 4345.83 | 전북 익산 여산 제남 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2907-3] | 1 | 답동-부무 | 5.7 | 20210401 | 0 | 35.48989 | 126.98844 | 1.98 | 1.32 | 0.2 | 0.13 | 487.28 | 전북 순창 쌍치 금평 |
91 | 92 | 건기연 | [2907-3] | 2 | 답동-부무 | 5.7 | 20210401 | 0 | 35.48989 | 126.98844 | 2.68 | 1.73 | 0.27 | 0.14 | 646.6 | 전북 순창 쌍치 금평 |
92 | 93 | 건기연 | [2909-1] | 1 | 정읍-부안 | 3.3 | 20210401 | 0 | 35.60581 | 126.77892 | 14.46 | 8.85 | 1.43 | 0.67 | 3512.18 | 전북 정읍 고부 입석 |
93 | 94 | 건기연 | [2909-1] | 2 | 정읍-부안 | 3.3 | 20210401 | 0 | 35.60581 | 126.77892 | 12.24 | 11.41 | 1.79 | 0.72 | 2710.13 | 전북 정읍 고부 입석 |
94 | 95 | 건기연 | [2911-0] | 1 | 화호-김제 | 11.7 | 20210401 | 0 | 35.7375 | 126.83701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 전북 김제 부량 대평 |
95 | 96 | 건기연 | [2911-0] | 2 | 화호-김제 | 11.7 | 20210401 | 0 | 35.7375 | 126.83701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 전북 김제 부량 대평 |
96 | 97 | 건기연 | [2912-1] | 1 | 만경-백산 | 4.6 | 20210401 | 0 | 35.84681 | 126.84901 | 29.34 | 31.59 | 4.77 | 2.2 | 6821.23 | 전북 김제 만경 대동 |
97 | 98 | 건기연 | [2912-1] | 2 | 만경-백산 | 4.6 | 20210401 | 0 | 35.84681 | 126.84901 | 11.76 | 6.49 | 1.1 | 0.27 | 2818.75 | 전북 김제 만경 대동 |
98 | 99 | 건기연 | [3003-0] | 1 | 변산-하서 | 3.6 | 20210401 | 0 | 35.72216 | 126.64598 | 18.44 | 14.02 | 2.28 | 0.67 | 4214.38 | 전북 부안 하서 청호 |
99 | 100 | 건기연 | [3003-0] | 2 | 변산-하서 | 3.6 | 20210401 | 0 | 35.72216 | 126.64598 | 6.71 | 4.31 | 0.63 | 0.28 | 1757.95 | 전북 부안 하서 청호 |