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 4 other fields | High correlation |
측정구간 is highly overall correlated with 기본키 and 4 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 3 other fields | High correlation |
hc is highly overall correlated with co and 3 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 3 other fields | High correlation |
기본키 has unique values | Unique |
co has 4 (4.0%) zeros | Zeros |
nox has 4 (4.0%) zeros | Zeros |
hc has 4 (4.0%) zeros | Zeros |
pm has 14 (14.0%) zeros | Zeros |
co2 has 4 (4.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:39:55.578074 |
---|---|
Analysis finished | 2023-12-10 13:40:04.657076 |
Duration | 9.08 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% |
2602-4 | 2 | 2.0% |
2907-3 | 2 | 2.0% |
2115-1 | 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% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 140 | |
2 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 26 | 3.2% |
6 | 24 | 3.0% |
Other values (3) | 36 | 4.5% |
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 | 140 | |
2 | 110 | |
0 | 96 | |
3 | 36 | 7.1% |
7 | 36 | 7.1% |
9 | 26 | 5.2% |
6 | 24 | 4.8% |
4 | 18 | 3.6% |
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 | 140 | |
2 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 26 | 3.2% |
6 | 24 | 3.0% |
Other values (3) | 36 | 4.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 804 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 140 | |
2 | 110 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 26 | 3.2% |
6 | 24 | 3.0% |
Other values (3) | 36 | 4.5% |
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 |
군산-대야 | 4 |
순창-덕치 | 4 |
오수-임실 | 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% |
군산-대야 | 4 | 4.0% |
순창-덕치 | 4 | 4.0% |
오수-임실 | 2 | 2.0% |
금산-전주 | 2 | 2.0% |
김제IC-전주 | 2 | 2.0% |
전주-삼례 | 2 | 2.0% |
금마-연무 | 2 | 2.0% |
고원-삼계 | 2 | 2.0% |
Other values (35) | 70 |
Length
Value | Count | Frequency (%) |
순창-남원 | 6 | 6.0% |
군산-대야 | 4 | 4.0% |
순창-덕치 | 4 | 4.0% |
번암-장계 | 4 | 4.0% |
군산-전주 | 2 | 2.0% |
답동-부무 | 2 | 2.0% |
태인-금구 | 2 | 2.0% |
상관-소양 | 2 | 2.0% |
팔형치-공음 | 2 | 2.0% |
고창-흥덕 | 2 | 2.0% |
Other values (35) | 70 |
연장
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 42 |
---|---|
Distinct (%) | 42.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.372 |
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 | 6.45 |
Q3 | 9 |
95-th percentile | 14.6 |
Maximum | 18.9 |
Range | 18 |
Interquartile range (IQR) | 4.3 |
Descriptive statistics
Standard deviation | 4.0197512 |
---|---|
Coefficient of variation (CV) | 0.54527282 |
Kurtosis | 0.41032216 |
Mean | 7.372 |
Median Absolute Deviation (MAD) | 2.3 |
Skewness | 0.7942268 |
Sum | 737.2 |
Variance | 16.1584 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.0 | 4 | 4.0% |
3.2 | 4 | 4.0% |
4.9 | 4 | 4.0% |
2.4 | 4 | 4.0% |
8.5 | 4 | 4.0% |
8.7 | 4 | 4.0% |
5.4 | 4 | 4.0% |
8.0 | 4 | 4.0% |
11.1 | 2 | 2.0% |
8.6 | 2 | 2.0% |
Other values (32) | 64 |
Value | Count | Frequency (%) |
0.9 | 2 | |
1.0 | 2 | |
2.4 | 4 | |
2.7 | 2 | |
3.0 | 2 | |
3.2 | 4 | |
3.3 | 2 | |
3.4 | 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 | |
11.5 | 2 | |
11.1 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210101 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210101 |
---|---|
2nd row | 20210101 |
3rd row | 20210101 |
4th row | 20210101 |
5th row | 20210101 |
Common Values
Value | Count | Frequency (%) |
20210101 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210101 | 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 | 35.683149 |
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 | 35.88516 |
95-th percentile | 35.97732 |
Maximum | 36.05245 |
Range | 0.73409 |
Interquartile range (IQR) | 0.39527 |
Descriptive statistics
Standard deviation | 0.20785553 |
---|---|
Coefficient of variation (CV) | 0.0058250332 |
Kurtosis | -1.270877 |
Mean | 35.683149 |
Median Absolute Deviation (MAD) | 0.197635 |
Skewness | -0.022904578 |
Sum | 3568.3149 |
Variance | 0.043203921 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.66929 | 2 | 2.0% |
35.85422 | 2 | 2.0% |
35.52961 | 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% |
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 | |
35.9389 | 2 | |
35.9258 | 2 | |
35.91702 | 2 | |
35.91078 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.13827 |
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 | 126.69676 |
Q1 | 126.91023 |
median | 127.13348 |
Q3 | 127.32352 |
95-th percentile | 127.59682 |
Maximum | 127.67801 |
Range | 1.17761 |
Interquartile range (IQR) | 0.41329 |
Descriptive statistics
Standard deviation | 0.29416512 |
---|---|
Coefficient of variation (CV) | 0.0023137417 |
Kurtosis | -0.72954965 |
Mean | 127.13827 |
Median Absolute Deviation (MAD) | 0.206645 |
Skewness | 0.0086568734 |
Sum | 12713.827 |
Variance | 0.086533115 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.96828 | 2 | 2.0% |
127.21711 | 2 | 2.0% |
126.59317 | 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% |
Other values (40) | 80 |
Value | Count | Frequency (%) |
126.5004 | 2 | |
126.59317 | 2 | |
126.69676 | 2 | |
126.6981 | 2 | |
126.75919 | 2 | |
126.77112 | 2 | |
126.7716 | 2 | |
126.77892 | 2 | |
126.84434 | 2 | |
126.88133 | 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 | 88 |
---|---|
Distinct (%) | 88.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.3462 |
Minimum | 0 |
---|---|
Maximum | 196.96 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.52 |
Q1 | 4.9175 |
median | 16.985 |
Q3 | 37.23 |
95-th percentile | 104.664 |
Maximum | 196.96 |
Range | 196.96 |
Interquartile range (IQR) | 32.3125 |
Descriptive statistics
Standard deviation | 34.405269 |
---|---|
Coefficient of variation (CV) | 1.2137524 |
Kurtosis | 5.8427084 |
Mean | 28.3462 |
Median Absolute Deviation (MAD) | 13.885 |
Skewness | 2.1413633 |
Sum | 2834.62 |
Variance | 1183.7225 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 4.0% |
1.3 | 3 | 3.0% |
0.52 | 3 | 3.0% |
3.83 | 3 | 3.0% |
9.64 | 2 | 2.0% |
4.93 | 2 | 2.0% |
1.05 | 2 | 2.0% |
27.79 | 1 | 1.0% |
10.13 | 1 | 1.0% |
32.94 | 1 | 1.0% |
Other values (78) | 78 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.52 | 3 | |
0.65 | 1 | 1.0% |
1.05 | 2 | |
1.3 | 3 | |
2.03 | 1 | 1.0% |
2.26 | 1 | 1.0% |
2.62 | 1 | 1.0% |
2.63 | 1 | 1.0% |
2.68 | 1 | 1.0% |
Value | Count | Frequency (%) |
196.96 | 1 | |
129.76 | 1 | |
116.98 | 1 | |
105.91 | 1 | |
105.31 | 1 | |
104.63 | 1 | |
101.24 | 1 | |
85.3 | 1 | |
84.12 | 1 | |
82.62 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 88 |
---|---|
Distinct (%) | 88.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 24.3567 |
Minimum | 0 |
---|---|
Maximum | 168.95 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.28 |
Q1 | 2.9125 |
median | 13.99 |
Q3 | 33.785 |
95-th percentile | 82.751 |
Maximum | 168.95 |
Range | 168.95 |
Interquartile range (IQR) | 30.8725 |
Descriptive statistics
Standard deviation | 31.426346 |
---|---|
Coefficient of variation (CV) | 1.2902547 |
Kurtosis | 5.2286505 |
Mean | 24.3567 |
Median Absolute Deviation (MAD) | 11.985 |
Skewness | 2.1211233 |
Sum | 2435.67 |
Variance | 987.61521 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 4.0% |
0.64 | 3 | 3.0% |
0.28 | 3 | 3.0% |
2.34 | 3 | 3.0% |
5.48 | 2 | 2.0% |
2.99 | 2 | 2.0% |
0.55 | 2 | 2.0% |
23.95 | 1 | 1.0% |
11.02 | 1 | 1.0% |
33.35 | 1 | 1.0% |
Other values (78) | 78 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.28 | 3 | |
0.32 | 1 | 1.0% |
0.55 | 2 | |
0.64 | 3 | |
1.39 | 1 | 1.0% |
1.41 | 1 | 1.0% |
1.51 | 1 | 1.0% |
1.64 | 1 | 1.0% |
1.73 | 1 | 1.0% |
Value | Count | Frequency (%) |
168.95 | 1 | |
122.61 | 1 | |
121.61 | 1 | |
108.16 | 1 | |
97.02 | 1 | |
82.0 | 1 | |
78.07 | 1 | |
76.58 | 1 | |
74.11 | 1 | |
73.77 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 81 |
---|---|
Distinct (%) | 81.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2009 |
Minimum | 0 |
---|---|
Maximum | 22.73 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.04 |
Q1 | 0.4475 |
median | 1.845 |
Q3 | 4.6525 |
95-th percentile | 11.4195 |
Maximum | 22.73 |
Range | 22.73 |
Interquartile range (IQR) | 4.205 |
Descriptive statistics
Standard deviation | 4.0604262 |
---|---|
Coefficient of variation (CV) | 1.2685264 |
Kurtosis | 5.8226616 |
Mean | 3.2009 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 2.1860304 |
Sum | 320.09 |
Variance | 16.487061 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 4.0% |
0.49 | 3 | 3.0% |
0.12 | 3 | 3.0% |
0.04 | 3 | 3.0% |
0.35 | 3 | 3.0% |
2.57 | 2 | 2.0% |
0.53 | 2 | 2.0% |
0.44 | 2 | 2.0% |
0.84 | 2 | 2.0% |
0.57 | 2 | 2.0% |
Other values (71) | 74 |
Value | Count | Frequency (%) |
0.0 | 4 | |
0.04 | 3 | |
0.06 | 1 | 1.0% |
0.09 | 2 | |
0.12 | 3 | |
0.21 | 1 | 1.0% |
0.22 | 2 | |
0.26 | 1 | 1.0% |
0.27 | 1 | 1.0% |
0.35 | 3 |
Value | Count | Frequency (%) |
22.73 | 1 | |
15.2 | 1 | |
15.06 | 1 | |
14.35 | 1 | |
11.6 | 1 | |
11.41 | 1 | |
10.84 | 1 | |
10.53 | 1 | |
9.98 | 1 | |
9.73 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 56 |
---|---|
Distinct (%) | 56.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.277 |
Minimum | 0 |
---|---|
Maximum | 7.64 |
Zeros | 14 |
Zeros (%) | 14.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.765 |
Q3 | 1.765 |
95-th percentile | 4.7025 |
Maximum | 7.64 |
Range | 7.64 |
Interquartile range (IQR) | 1.635 |
Descriptive statistics
Standard deviation | 1.6697465 |
---|---|
Coefficient of variation (CV) | 1.3075541 |
Kurtosis | 3.5731847 |
Mean | 1.277 |
Median Absolute Deviation (MAD) | 0.635 |
Skewness | 1.9375071 |
Sum | 127.7 |
Variance | 2.7880535 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 14 | 14.0% |
0.13 | 12 | 12.0% |
0.14 | 8 | 8.0% |
0.27 | 5 | 5.0% |
0.8 | 3 | 3.0% |
0.82 | 3 | 3.0% |
0.26 | 2 | 2.0% |
0.28 | 2 | 2.0% |
1.1 | 2 | 2.0% |
0.97 | 2 | 2.0% |
Other values (46) | 47 |
Value | Count | Frequency (%) |
0.0 | 14 | |
0.13 | 12 | |
0.14 | 8 | |
0.26 | 2 | 2.0% |
0.27 | 5 | 5.0% |
0.28 | 2 | 2.0% |
0.41 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.53 | 1 | 1.0% |
0.54 | 1 | 1.0% |
Value | Count | Frequency (%) |
7.64 | 1 | |
7.02 | 1 | |
6.67 | 1 | |
5.68 | 1 | |
4.75 | 1 | |
4.7 | 1 | |
4.69 | 1 | |
4.58 | 1 | |
4.41 | 1 | |
4.16 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 88 |
---|---|
Distinct (%) | 88.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7054.8065 |
Minimum | 0 |
---|---|
Maximum | 47729.82 |
Zeros | 4 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 138.68 |
Q1 | 1280.9725 |
median | 4108.105 |
Q3 | 9642.8475 |
95-th percentile | 26901.62 |
Maximum | 47729.82 |
Range | 47729.82 |
Interquartile range (IQR) | 8361.875 |
Descriptive statistics
Standard deviation | 8584.3199 |
---|---|
Coefficient of variation (CV) | 1.2168044 |
Kurtosis | 5.3995864 |
Mean | 7054.8065 |
Median Absolute Deviation (MAD) | 3438.095 |
Skewness | 2.1100704 |
Sum | 705480.65 |
Variance | 73690548 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 4 | 4.0% |
307.36 | 3 | 3.0% |
138.68 | 3 | 3.0% |
1012.03 | 3 | 3.0% |
2543.2 | 2 | 2.0% |
1295.03 | 2 | 2.0% |
277.37 | 2 | 2.0% |
6540.51 | 1 | 1.0% |
2546.81 | 1 | 1.0% |
7597.04 | 1 | 1.0% |
Other values (78) | 78 |
Value | Count | Frequency (%) |
0.0 | 4 | |
138.68 | 3 | |
153.68 | 1 | 1.0% |
277.37 | 2 | |
307.36 | 3 | |
492.91 | 1 | 1.0% |
595.97 | 1 | 1.0% |
640.96 | 1 | 1.0% |
646.6 | 1 | 1.0% |
693.42 | 1 | 1.0% |
Value | Count | Frequency (%) |
47729.82 | 1 | |
33744.61 | 1 | |
28333.38 | 1 | |
27790.4 | 1 | |
27433.04 | 1 | |
26873.65 | 1 | |
26721.22 | 1 | |
20493.22 | 1 | |
19288.83 | 1 | |
19286.76 | 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 완주 삼례 후정 | 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 완주 삼례 후정 | 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% |
Other values (39) | 78 |
Length
Value | Count | Frequency (%) |
전북 | 100 | |
순창 | 16 | 4.0% |
장수 | 14 | 3.5% |
완주 | 12 | 3.0% |
임실 | 10 | 2.5% |
군산 | 8 | 2.0% |
정읍 | 8 | 2.0% |
익산 | 6 | 1.5% |
고창 | 6 | 1.5% |
진안 | 6 | 1.5% |
Other values (94) | 212 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.998 | 0.609 | 0.810 | 0.894 | 0.412 | 0.476 | 0.443 | 0.453 | 0.353 | 0.998 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.799 | 0.811 | 0.805 | 0.840 | 0.775 | 1.000 |
방향 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.105 | 0.000 | 0.211 | 0.000 | 0.134 | 0.000 |
측정구간 | 0.998 | 1.000 | 0.000 | 1.000 | 0.998 | 0.990 | 0.998 | 0.838 | 0.851 | 0.836 | 0.886 | 0.813 | 1.000 |
연장 | 0.609 | 1.000 | 0.000 | 0.998 | 1.000 | 0.528 | 0.559 | 0.384 | 0.362 | 0.317 | 0.606 | 0.336 | 0.998 |
좌표위치위도 | 0.810 | 1.000 | 0.000 | 0.990 | 0.528 | 1.000 | 0.798 | 0.407 | 0.461 | 0.463 | 0.488 | 0.396 | 0.997 |
좌표위치경도 | 0.894 | 1.000 | 0.000 | 0.998 | 0.559 | 0.798 | 1.000 | 0.310 | 0.329 | 0.440 | 0.389 | 0.301 | 1.000 |
co | 0.412 | 0.799 | 0.105 | 0.838 | 0.384 | 0.407 | 0.310 | 1.000 | 0.894 | 0.979 | 0.913 | 1.000 | 0.813 |
nox | 0.476 | 0.811 | 0.000 | 0.851 | 0.362 | 0.461 | 0.329 | 0.894 | 1.000 | 0.948 | 0.978 | 0.896 | 0.795 |
hc | 0.443 | 0.805 | 0.211 | 0.836 | 0.317 | 0.463 | 0.440 | 0.979 | 0.948 | 1.000 | 0.908 | 0.979 | 0.812 |
pm | 0.453 | 0.840 | 0.000 | 0.886 | 0.606 | 0.488 | 0.389 | 0.913 | 0.978 | 0.908 | 1.000 | 0.915 | 0.844 |
co2 | 0.353 | 0.775 | 0.134 | 0.813 | 0.336 | 0.396 | 0.301 | 1.000 | 0.896 | 0.979 | 0.915 | 1.000 | 0.782 |
주소 | 0.998 | 1.000 | 0.000 | 1.000 | 0.998 | 0.997 | 1.000 | 0.813 | 0.795 | 0.812 | 0.844 | 0.782 | 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 | 0.057 | 0.090 | -0.261 | 0.054 | 0.057 | 0.041 | 0.033 | 0.059 | 0.000 | 0.750 | 0.736 |
연장 | 0.057 | 1.000 | -0.082 | -0.091 | -0.005 | -0.005 | 0.006 | -0.019 | -0.002 | 0.000 | 0.712 | 0.734 |
좌표위치위도 | 0.090 | -0.082 | 1.000 | -0.106 | 0.466 | 0.498 | 0.483 | 0.494 | 0.473 | 0.000 | 0.700 | 0.728 |
좌표위치경도 | -0.261 | -0.091 | -0.106 | 1.000 | -0.446 | -0.442 | -0.444 | -0.406 | -0.445 | 0.000 | 0.752 | 0.753 |
co | 0.054 | -0.005 | 0.466 | -0.446 | 1.000 | 0.984 | 0.992 | 0.946 | 0.998 | 0.072 | 0.391 | 0.344 |
nox | 0.057 | -0.005 | 0.498 | -0.442 | 0.984 | 1.000 | 0.995 | 0.977 | 0.984 | 0.000 | 0.366 | 0.316 |
hc | 0.041 | 0.006 | 0.483 | -0.444 | 0.992 | 0.995 | 1.000 | 0.967 | 0.989 | 0.151 | 0.388 | 0.343 |
pm | 0.033 | -0.019 | 0.494 | -0.406 | 0.946 | 0.977 | 0.967 | 1.000 | 0.944 | 0.000 | 0.413 | 0.368 |
co2 | 0.059 | -0.002 | 0.473 | -0.445 | 0.998 | 0.984 | 0.989 | 0.944 | 1.000 | 0.094 | 0.363 | 0.315 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.151 | 0.000 | 0.094 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.750 | 0.712 | 0.700 | 0.752 | 0.391 | 0.366 | 0.388 | 0.413 | 0.363 | 0.000 | 1.000 | 0.963 |
주소 | 0.736 | 0.734 | 0.728 | 0.753 | 0.344 | 0.316 | 0.343 | 0.368 | 0.315 | 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 | 20210101 | 1 | 35.66929 | 126.96828 | 50.47 | 35.45 | 5.4 | 1.34 | 11832.62 | 전북 정읍 옹동 오성 |
1 | 2 | 건기연 | [0114-1] | 2 | 태인-금구 | 11.1 | 20210101 | 1 | 35.66929 | 126.96828 | 32.15 | 22.78 | 3.02 | 0.94 | 8395.92 | 전북 정읍 옹동 오성 |
2 | 3 | 건기연 | [0115-1] | 1 | 정읍-태인 | 6.4 | 20210101 | 1 | 35.62947 | 126.90344 | 65.2 | 44.39 | 6.84 | 1.91 | 15311.79 | 전북 정읍 정우 우산 |
3 | 4 | 건기연 | [0115-1] | 2 | 정읍-태인 | 6.4 | 20210101 | 1 | 35.62947 | 126.90344 | 50.02 | 38.34 | 5.31 | 2.26 | 12889.3 | 전북 정읍 정우 우산 |
4 | 5 | 건기연 | [0116-2] | 1 | 금산-전주 | 4.3 | 20210101 | 1 | 35.78758 | 127.0351 | 84.12 | 74.11 | 10.84 | 4.69 | 19288.83 | 전북 김제 금구 대화 |
5 | 6 | 건기연 | [0116-2] | 2 | 금산-전주 | 4.3 | 20210101 | 1 | 35.78758 | 127.0351 | 116.98 | 108.16 | 15.06 | 7.02 | 26721.22 | 전북 김제 금구 대화 |
6 | 7 | 건기연 | [0117-3] | 1 | 김제IC-전주 | 5.1 | 20210101 | 1 | 35.79995 | 127.05822 | 73.22 | 64.43 | 8.17 | 2.85 | 18231.63 | 전북 완주 이서 이성 |
7 | 8 | 건기연 | [0117-3] | 2 | 김제IC-전주 | 5.1 | 20210101 | 1 | 35.79995 | 127.05822 | 54.42 | 42.8 | 6.08 | 1.85 | 13781.15 | 전북 완주 이서 이성 |
8 | 9 | 건기연 | [0120-1] | 1 | 전주-삼례 | 3.2 | 20210101 | 1 | 35.91078 | 127.0547 | 16.82 | 17.61 | 2.67 | 0.97 | 3901.51 | 전북 완주 삼례 후정 |
9 | 10 | 건기연 | [0120-1] | 2 | 전주-삼례 | 3.2 | 20210101 | 1 | 35.91078 | 127.0547 | 43.13 | 32.04 | 5.21 | 1.54 | 9872.73 | 전북 완주 삼례 후정 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2706-2] | 1 | 순창-덕치 | 12.8 | 20210101 | 1 | 35.50807 | 127.15239 | 9.77 | 5.17 | 0.9 | 0.13 | 2331.47 | 전북 임실 덕치 회문 |
91 | 92 | 건기연 | [2706-2] | 2 | 순창-덕치 | 12.8 | 20210101 | 1 | 35.50807 | 127.15239 | 16.88 | 10.07 | 1.52 | 0.42 | 4439.83 | 전북 임실 덕치 회문 |
92 | 93 | 건기연 | [2710-0] | 1 | 삼례-익산 | 18.9 | 20210101 | 1 | 35.9058 | 127.00297 | 105.91 | 73.77 | 10.53 | 4.16 | 27433.04 | 전북 익산 춘포 덕실 |
93 | 94 | 건기연 | [2710-0] | 2 | 삼례-익산 | 18.9 | 20210101 | 1 | 35.9058 | 127.00297 | 101.24 | 76.58 | 9.73 | 4.41 | 28333.38 | 전북 익산 춘포 덕실 |
94 | 95 | 건기연 | [2711-0] | 1 | 익산-임피 | 5.4 | 20210101 | 1 | 35.97553 | 126.89186 | 70.52 | 59.36 | 7.95 | 2.96 | 17755.79 | 전북 군산 임피 영창 |
95 | 96 | 건기연 | [2711-0] | 2 | 익산-임피 | 5.4 | 20210101 | 1 | 35.97553 | 126.89186 | 45.26 | 35.66 | 4.9 | 1.81 | 11539.4 | 전북 군산 임피 영창 |
96 | 97 | 건기연 | [2907-3] | 1 | 답동-부무 | 5.7 | 20210101 | 1 | 35.48989 | 126.98844 | 1.3 | 0.64 | 0.12 | 0.0 | 307.36 | 전북 순창 쌍치 금평 |
97 | 98 | 건기연 | [2907-3] | 2 | 답동-부무 | 5.7 | 20210101 | 1 | 35.48989 | 126.98844 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 전북 순창 쌍치 금평 |
98 | 99 | 건기연 | [2909-1] | 1 | 정읍-부안 | 3.3 | 20210101 | 1 | 35.60581 | 126.77892 | 17.94 | 10.75 | 1.63 | 0.54 | 4741.54 | 전북 정읍 고부 입석 |
99 | 100 | 건기연 | [2909-1] | 2 | 정읍-부안 | 3.3 | 20210101 | 1 | 35.60581 | 126.77892 | 18.25 | 9.7 | 1.68 | 0.27 | 4355.57 | 전북 정읍 고부 입석 |