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 10 (10.0%) zeros | Zeros |
nox has 10 (10.0%) zeros | Zeros |
hc has 10 (10.0%) zeros | Zeros |
pm has 30 (30.0%) zeros | Zeros |
co2 has 10 (10.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:39:22.208512 |
---|---|
Analysis finished | 2023-12-10 13:39:31.927408 |
Duration | 9.72 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% |
2605-0 | 2 | 2.0% |
2909-1 | 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 | 144 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 28 | 3.5% |
6 | 22 | 2.7% |
Other values (3) | 34 | 4.2% |
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 | 96 | |
3 | 36 | 7.1% |
7 | 36 | 7.1% |
9 | 28 | 5.6% |
6 | 22 | 4.4% |
4 | 16 | 3.2% |
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 | 144 | |
2 | 108 | |
[ | 100 | |
- | 100 | |
] | 100 | |
0 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 28 | 3.5% |
6 | 22 | 2.7% |
Other values (3) | 34 | 4.2% |
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 | 96 | |
3 | 36 | 4.5% |
7 | 36 | 4.5% |
9 | 28 | 3.5% |
6 | 22 | 2.7% |
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 | 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% |
공덕-완주 | 2 | 2.0% |
정읍-부안 | 2 | 2.0% |
태인-금구 | 2 | 2.0% |
연장-오천 | 2 | 2.0% |
팔형치-공음 | 2 | 2.0% |
고창-흥덕 | 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 | 7.542 |
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 | 4.9 |
median | 7 |
Q3 | 9.2 |
95-th percentile | 14.6 |
Maximum | 18.9 |
Range | 18 |
Interquartile range (IQR) | 4.3 |
Descriptive statistics
Standard deviation | 4.0194522 |
---|---|
Coefficient of variation (CV) | 0.53294248 |
Kurtosis | 0.27818798 |
Mean | 7.542 |
Median Absolute Deviation (MAD) | 2.15 |
Skewness | 0.71364062 |
Sum | 754.2 |
Variance | 16.155996 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8.0 | 4 | 4.0% |
6.0 | 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% |
11.1 | 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 | |
3.2 | 2 | |
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 | |
11.7 | 2 | |
11.5 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210301 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210301 |
---|---|
2nd row | 20210301 |
3rd row | 20210301 |
4th row | 20210301 |
5th row | 20210301 |
Common Values
Value | Count | Frequency (%) |
20210301 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210301 | 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 | 35.679121 |
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 | 35.87978 |
95-th percentile | 35.97732 |
Maximum | 36.05245 |
Range | 0.73409 |
Interquartile range (IQR) | 0.38989 |
Descriptive statistics
Standard deviation | 0.20475796 |
---|---|
Coefficient of variation (CV) | 0.0057388735 |
Kurtosis | -1.212975 |
Mean | 35.679121 |
Median Absolute Deviation (MAD) | 0.18911 |
Skewness | -0.0035158343 |
Sum | 3567.9121 |
Variance | 0.041925822 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.66929 | 2 | 2.0% |
35.77224 | 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 | |
35.9258 | 2 | |
35.91702 | 2 | |
35.91078 | 2 | |
35.9058 | 2 |
좌표위치경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 50 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 127.13812 |
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 | 0.29431485 |
---|---|
Coefficient of variation (CV) | 0.0023149221 |
Kurtosis | -0.73212861 |
Mean | 127.13812 |
Median Absolute Deviation (MAD) | 0.206645 |
Skewness | 0.0085936673 |
Sum | 12713.812 |
Variance | 0.08662123 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.96828 | 2 | 2.0% |
127.4985 | 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 | |
126.83701 | 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 | 76 |
---|---|
Distinct (%) | 76.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14.3582 |
Minimum | 0 |
---|---|
Maximum | 102.83 |
Zeros | 10 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.5225 |
median | 6.27 |
Q3 | 20.42 |
95-th percentile | 49.6455 |
Maximum | 102.83 |
Range | 102.83 |
Interquartile range (IQR) | 18.8975 |
Descriptive statistics
Standard deviation | 19.127024 |
---|---|
Coefficient of variation (CV) | 1.3321325 |
Kurtosis | 6.2680404 |
Mean | 14.3582 |
Median Absolute Deviation (MAD) | 5.75 |
Skewness | 2.2796098 |
Sum | 1435.82 |
Variance | 365.84306 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 10 | 10.0% |
1.57 | 4 | 4.0% |
0.65 | 4 | 4.0% |
1.3 | 3 | 3.0% |
0.52 | 3 | 3.0% |
1.05 | 3 | 3.0% |
3.31 | 2 | 2.0% |
4.4 | 2 | 2.0% |
1.38 | 2 | 2.0% |
23.93 | 1 | 1.0% |
Other values (66) | 66 |
Value | Count | Frequency (%) |
0.0 | 10 | |
0.52 | 3 | 3.0% |
0.65 | 4 | 4.0% |
1.05 | 3 | 3.0% |
1.3 | 3 | 3.0% |
1.38 | 2 | 2.0% |
1.57 | 4 | 4.0% |
1.73 | 1 | 1.0% |
2.1 | 1 | 1.0% |
2.26 | 1 | 1.0% |
Value | Count | Frequency (%) |
102.83 | 1 | |
89.13 | 1 | |
72.01 | 1 | |
58.28 | 1 | |
50.89 | 1 | |
49.58 | 1 | |
47.89 | 1 | |
47.41 | 1 | |
46.9 | 1 | |
39.98 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 74 |
---|---|
Distinct (%) | 74.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.8483 |
Minimum | 0 |
---|---|
Maximum | 121.49 |
Zeros | 10 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.83 |
median | 3.805 |
Q3 | 15.25 |
95-th percentile | 35.375 |
Maximum | 121.49 |
Range | 121.49 |
Interquartile range (IQR) | 14.42 |
Descriptive statistics
Standard deviation | 17.688589 |
---|---|
Coefficient of variation (CV) | 1.6305401 |
Kurtosis | 19.037779 |
Mean | 10.8483 |
Median Absolute Deviation (MAD) | 3.55 |
Skewness | 3.7874215 |
Sum | 1084.83 |
Variance | 312.88617 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 10 | 10.0% |
0.32 | 4 | 4.0% |
0.83 | 4 | 4.0% |
2.06 | 3 | 3.0% |
0.64 | 3 | 3.0% |
0.28 | 3 | 3.0% |
0.55 | 3 | 3.0% |
1.09 | 2 | 2.0% |
2.71 | 2 | 2.0% |
1.6 | 2 | 2.0% |
Other values (64) | 64 |
Value | Count | Frequency (%) |
0.0 | 10 | |
0.28 | 3 | 3.0% |
0.32 | 4 | 4.0% |
0.55 | 3 | 3.0% |
0.64 | 3 | 3.0% |
0.83 | 4 | 4.0% |
1.09 | 2 | 2.0% |
1.11 | 1 | 1.0% |
1.23 | 1 | 1.0% |
1.51 | 1 | 1.0% |
Value | Count | Frequency (%) |
121.49 | 1 | |
93.92 | 1 | |
43.94 | 1 | |
38.48 | 1 | |
37.56 | 1 | |
35.26 | 1 | |
34.47 | 1 | |
34.37 | 1 | |
34.08 | 1 | |
30.36 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 69 |
---|---|
Distinct (%) | 69.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4938 |
Minimum | 0 |
---|---|
Maximum | 13.26 |
Zeros | 10 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.13 |
median | 0.57 |
Q3 | 2.1975 |
95-th percentile | 5.2005 |
Maximum | 13.26 |
Range | 13.26 |
Interquartile range (IQR) | 2.0675 |
Descriptive statistics
Standard deviation | 2.1749254 |
---|---|
Coefficient of variation (CV) | 1.4559683 |
Kurtosis | 11.40708 |
Mean | 1.4938 |
Median Absolute Deviation (MAD) | 0.53 |
Skewness | 2.9397626 |
Sum | 149.38 |
Variance | 4.7303006 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 10 | 10.0% |
0.4 | 4 | 4.0% |
0.13 | 4 | 4.0% |
0.06 | 4 | 4.0% |
0.12 | 3 | 3.0% |
0.09 | 3 | 3.0% |
0.04 | 3 | 3.0% |
0.57 | 2 | 2.0% |
0.16 | 2 | 2.0% |
2.47 | 2 | 2.0% |
Other values (59) | 63 |
Value | Count | Frequency (%) |
0.0 | 10 | |
0.04 | 3 | 3.0% |
0.06 | 4 | 4.0% |
0.09 | 3 | 3.0% |
0.12 | 3 | 3.0% |
0.13 | 4 | 4.0% |
0.16 | 2 | 2.0% |
0.18 | 2 | 2.0% |
0.22 | 1 | 1.0% |
0.23 | 1 | 1.0% |
Value | Count | Frequency (%) |
13.26 | 1 | |
11.18 | 1 | |
6.92 | 1 | |
5.55 | 1 | |
5.4 | 1 | |
5.19 | 1 | |
5.1 | 1 | |
5.02 | 1 | |
4.7 | 1 | |
4.2 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 36 |
---|---|
Distinct (%) | 36.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.5265 |
Minimum | 0 |
---|---|
Maximum | 6.04 |
Zeros | 30 |
Zeros (%) | 30.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0.14 |
Q3 | 0.7 |
95-th percentile | 1.886 |
Maximum | 6.04 |
Range | 6.04 |
Interquartile range (IQR) | 0.7 |
Descriptive statistics
Standard deviation | 0.86327351 |
---|---|
Coefficient of variation (CV) | 1.6396458 |
Kurtosis | 18.717945 |
Mean | 0.5265 |
Median Absolute Deviation (MAD) | 0.14 |
Skewness | 3.7005546 |
Sum | 52.65 |
Variance | 0.74524116 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 30 | |
0.14 | 11 | 11.0% |
0.13 | 11 | 11.0% |
0.27 | 6 | 6.0% |
0.54 | 4 | 4.0% |
0.28 | 4 | 4.0% |
0.58 | 2 | 2.0% |
0.94 | 2 | 2.0% |
1.37 | 2 | 2.0% |
0.84 | 2 | 2.0% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
0.0 | 30 | |
0.13 | 11 | 11.0% |
0.14 | 11 | 11.0% |
0.27 | 6 | 6.0% |
0.28 | 4 | 4.0% |
0.4 | 1 | 1.0% |
0.42 | 1 | 1.0% |
0.44 | 1 | 1.0% |
0.52 | 1 | 1.0% |
0.54 | 4 | 4.0% |
Value | Count | Frequency (%) |
6.04 | 1 | |
4.15 | 1 | |
2.28 | 1 | |
2.05 | 1 | |
2.0 | 1 | |
1.88 | 1 | |
1.74 | 1 | |
1.6 | 1 | |
1.37 | 2 | |
1.36 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 76 |
---|---|
Distinct (%) | 76.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3577.7936 |
Minimum | 0 |
---|---|
Maximum | 27604.84 |
Zeros | 10 |
Zeros (%) | 10.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 396.8525 |
median | 1598.645 |
Q3 | 4733.97 |
95-th percentile | 11577.39 |
Maximum | 27604.84 |
Range | 27604.84 |
Interquartile range (IQR) | 4337.1175 |
Descriptive statistics
Standard deviation | 4841.5258 |
---|---|
Coefficient of variation (CV) | 1.3532155 |
Kurtosis | 7.9227263 |
Mean | 3577.7936 |
Median Absolute Deviation (MAD) | 1459.965 |
Skewness | 2.4913466 |
Sum | 357779.36 |
Variance | 23440372 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 10 | 10.0% |
416.06 | 4 | 4.0% |
153.68 | 4 | 4.0% |
307.36 | 3 | 3.0% |
138.68 | 3 | 3.0% |
277.37 | 3 | 3.0% |
873.34 | 2 | 2.0% |
1156.34 | 2 | 2.0% |
339.23 | 2 | 2.0% |
6187.44 | 1 | 1.0% |
Other values (66) | 66 |
Value | Count | Frequency (%) |
0.0 | 10 | |
138.68 | 3 | 3.0% |
153.68 | 4 | 4.0% |
277.37 | 3 | 3.0% |
307.36 | 3 | 3.0% |
339.23 | 2 | 2.0% |
416.06 | 4 | 4.0% |
457.29 | 1 | 1.0% |
554.74 | 1 | 1.0% |
595.97 | 1 | 1.0% |
Value | Count | Frequency (%) |
27604.84 | 1 | |
23194.03 | 1 | |
17197.2 | 1 | |
15300.2 | 1 | |
12186.16 | 1 | |
11545.35 | 1 | |
11218.09 | 1 | |
11126.49 | 1 | |
11051.68 | 1 | |
10203.52 | 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% |
정읍 | 8 | 2.0% |
김제 | 8 | 2.0% |
익산 | 6 | 1.5% |
고창 | 6 | 1.5% |
군산 | 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 | 0.999 | 0.592 | 0.779 | 0.898 | 0.459 | 0.450 | 0.472 | 0.468 | 0.472 | 0.998 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.860 | 0.851 | 0.800 | 0.786 | 0.885 | 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 | 0.999 | 1.000 | 0.000 | 1.000 | 0.998 | 0.990 | 0.998 | 0.902 | 0.875 | 0.840 | 0.829 | 0.917 | 1.000 |
연장 | 0.592 | 1.000 | 0.000 | 0.998 | 1.000 | 0.501 | 0.523 | 0.625 | 0.516 | 0.405 | 0.306 | 0.672 | 0.998 |
좌표위치위도 | 0.779 | 1.000 | 0.000 | 0.990 | 0.501 | 1.000 | 0.796 | 0.453 | 0.369 | 0.346 | 0.358 | 0.463 | 0.997 |
좌표위치경도 | 0.898 | 1.000 | 0.000 | 0.998 | 0.523 | 0.796 | 1.000 | 0.195 | 0.325 | 0.202 | 0.072 | 0.195 | 1.000 |
co | 0.459 | 0.860 | 0.000 | 0.902 | 0.625 | 0.453 | 0.195 | 1.000 | 0.983 | 0.954 | 0.947 | 1.000 | 0.867 |
nox | 0.450 | 0.851 | 0.000 | 0.875 | 0.516 | 0.369 | 0.325 | 0.983 | 1.000 | 0.983 | 0.984 | 0.981 | 0.849 |
hc | 0.472 | 0.800 | 0.000 | 0.840 | 0.405 | 0.346 | 0.202 | 0.954 | 0.983 | 1.000 | 0.921 | 0.957 | 0.803 |
pm | 0.468 | 0.786 | 0.000 | 0.829 | 0.306 | 0.358 | 0.072 | 0.947 | 0.984 | 0.921 | 1.000 | 0.947 | 0.786 |
co2 | 0.472 | 0.885 | 0.000 | 0.917 | 0.672 | 0.463 | 0.195 | 1.000 | 0.981 | 0.957 | 0.947 | 1.000 | 0.887 |
주소 | 0.998 | 1.000 | 0.000 | 1.000 | 0.998 | 0.997 | 1.000 | 0.867 | 0.849 | 0.803 | 0.786 | 0.887 | 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 | 0.120 | 0.077 | -0.283 | 0.013 | 0.007 | 0.009 | -0.047 | 0.011 | 0.000 | 0.766 | 0.736 |
연장 | 0.120 | 1.000 | -0.043 | -0.147 | -0.025 | -0.032 | -0.029 | -0.019 | -0.021 | 0.000 | 0.711 | 0.733 |
좌표위치위도 | 0.077 | -0.043 | 1.000 | -0.078 | 0.412 | 0.408 | 0.414 | 0.373 | 0.411 | 0.000 | 0.700 | 0.727 |
좌표위치경도 | -0.283 | -0.147 | -0.078 | 1.000 | -0.407 | -0.406 | -0.413 | -0.339 | -0.406 | 0.000 | 0.752 | 0.753 |
co | 0.013 | -0.025 | 0.412 | -0.407 | 1.000 | 0.994 | 0.997 | 0.931 | 0.999 | 0.000 | 0.438 | 0.398 |
nox | 0.007 | -0.032 | 0.408 | -0.406 | 0.994 | 1.000 | 0.997 | 0.953 | 0.993 | 0.000 | 0.459 | 0.410 |
hc | 0.009 | -0.029 | 0.414 | -0.413 | 0.997 | 0.997 | 1.000 | 0.940 | 0.996 | 0.000 | 0.394 | 0.334 |
pm | -0.047 | -0.019 | 0.373 | -0.339 | 0.931 | 0.953 | 0.940 | 1.000 | 0.933 | 0.000 | 0.402 | 0.345 |
co2 | 0.011 | -0.021 | 0.411 | -0.406 | 0.999 | 0.993 | 0.996 | 0.933 | 1.000 | 0.000 | 0.464 | 0.425 |
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 | 0.766 | 0.711 | 0.700 | 0.752 | 0.438 | 0.459 | 0.394 | 0.402 | 0.464 | 0.000 | 1.000 | 0.963 |
주소 | 0.736 | 0.733 | 0.727 | 0.753 | 0.398 | 0.410 | 0.334 | 0.345 | 0.425 | 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 | 20210301 | 1 | 35.66929 | 126.96828 | 28.64 | 21.24 | 2.76 | 1.07 | 7466.36 | 전북 정읍 옹동 오성 |
1 | 2 | 건기연 | [0114-1] | 2 | 태인-금구 | 11.1 | 20210301 | 1 | 35.66929 | 126.96828 | 26.39 | 19.73 | 2.54 | 0.94 | 6870.38 | 전북 정읍 옹동 오성 |
2 | 3 | 건기연 | [0115-1] | 1 | 정읍-태인 | 6.4 | 20210301 | 1 | 35.62947 | 126.90344 | 47.89 | 34.37 | 5.19 | 1.6 | 11218.09 | 전북 정읍 정우 우산 |
3 | 4 | 건기연 | [0115-1] | 2 | 정읍-태인 | 6.4 | 20210301 | 1 | 35.62947 | 126.90344 | 50.89 | 34.47 | 5.1 | 2.05 | 12186.16 | 전북 정읍 정우 우산 |
4 | 5 | 건기연 | [0116-2] | 1 | 금산-전주 | 4.3 | 20210301 | 1 | 35.78758 | 127.0351 | 49.58 | 37.56 | 5.55 | 2.0 | 11545.35 | 전북 김제 금구 대화 |
5 | 6 | 건기연 | [0116-2] | 2 | 금산-전주 | 4.3 | 20210301 | 1 | 35.78758 | 127.0351 | 39.98 | 35.26 | 4.2 | 2.28 | 10203.52 | 전북 김제 금구 대화 |
6 | 7 | 건기연 | [0117-3] | 1 | 김제IC-전주 | 5.1 | 20210301 | 1 | 35.79995 | 127.05822 | 47.41 | 30.36 | 5.02 | 1.37 | 11126.49 | 전북 완주 이서 이성 |
7 | 8 | 건기연 | [0117-3] | 2 | 김제IC-전주 | 5.1 | 20210301 | 1 | 35.79995 | 127.05822 | 29.27 | 17.36 | 2.64 | 0.8 | 7736.39 | 전북 완주 이서 이성 |
8 | 9 | 건기연 | [0120-1] | 1 | 전주-삼례 | 3.2 | 20210301 | 1 | 35.91078 | 127.0547 | 14.93 | 7.38 | 1.33 | 0.0 | 3534.69 | 전북 완주 삼례 후정 |
9 | 10 | 건기연 | [0120-1] | 2 | 전주-삼례 | 3.2 | 20210301 | 1 | 35.91078 | 127.0547 | 15.84 | 9.64 | 1.45 | 0.54 | 4186.8 | 전북 완주 삼례 후정 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2710-0] | 1 | 삼례-익산 | 18.9 | 20210301 | 1 | 35.9058 | 127.00297 | 58.28 | 38.48 | 5.4 | 1.74 | 15300.2 | 전북 익산 춘포 덕실 |
91 | 92 | 건기연 | [2710-0] | 2 | 삼례-익산 | 18.9 | 20210301 | 1 | 35.9058 | 127.00297 | 72.01 | 43.94 | 6.92 | 1.88 | 17197.2 | 전북 익산 춘포 덕실 |
92 | 93 | 건기연 | [2711-0] | 1 | 익산-임피 | 5.4 | 20210301 | 1 | 35.97553 | 126.89186 | 27.95 | 16.1 | 2.47 | 0.54 | 7382.18 | 전북 군산 임피 영창 |
93 | 94 | 건기연 | [2711-0] | 2 | 익산-임피 | 5.4 | 20210301 | 1 | 35.97553 | 126.89186 | 30.7 | 16.61 | 2.86 | 0.54 | 7333.63 | 전북 군산 임피 영창 |
94 | 95 | 건기연 | [2907-3] | 1 | 답동-부무 | 5.7 | 20210301 | 1 | 35.48989 | 126.98844 | 0.65 | 0.32 | 0.06 | 0.0 | 153.68 | 전북 순창 쌍치 금평 |
95 | 96 | 건기연 | [2907-3] | 2 | 답동-부무 | 5.7 | 20210301 | 1 | 35.48989 | 126.98844 | 1.3 | 0.64 | 0.12 | 0.0 | 307.36 | 전북 순창 쌍치 금평 |
96 | 97 | 건기연 | [2909-1] | 1 | 정읍-부안 | 3.3 | 20210301 | 1 | 35.60581 | 126.77892 | 8.71 | 5.23 | 0.79 | 0.27 | 2301.43 | 전북 정읍 고부 입석 |
97 | 98 | 건기연 | [2909-1] | 2 | 정읍-부안 | 3.3 | 20210301 | 1 | 35.60581 | 126.77892 | 5.93 | 3.45 | 0.53 | 0.13 | 1566.77 | 전북 정읍 고부 입석 |
98 | 99 | 건기연 | [2911-0] | 1 | 화호-김제 | 11.7 | 20210301 | 1 | 35.7375 | 126.83701 | 1.3 | 0.64 | 0.12 | 0.0 | 307.36 | 전북 김제 부량 대평 |
99 | 100 | 건기연 | [2911-0] | 2 | 화호-김제 | 11.7 | 20210301 | 1 | 35.7375 | 126.83701 | 0.52 | 0.28 | 0.04 | 0.0 | 138.68 | 전북 김제 부량 대평 |