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 3 (3.0%) zeros | Zeros |
nox has 3 (3.0%) zeros | Zeros |
hc has 3 (3.0%) zeros | Zeros |
pm has 18 (18.0%) zeros | Zeros |
co2 has 3 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 13:38:50.272658 |
---|---|
Analysis finished | 2023-12-10 13:38:59.332984 |
Duration | 9.06 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 (%) |
0115-1 | 2 | 2.0% |
2702-2 | 2 | 2.0% |
3006-1 | 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% |
2607-2 | 2 | 2.0% |
Other values (40) | 80 |
Most occurring characters
Value | Count | Frequency (%) |
1 | 136 | |
2 | 106 | |
0 | 102 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 48 | 6.0% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 18 | 2.2% |
Other values (3) | 30 | 3.7% |
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 | 136 | |
2 | 106 | |
0 | 102 | |
3 | 48 | 9.5% |
7 | 34 | 6.7% |
9 | 30 | 6.0% |
6 | 18 | 3.6% |
5 | 12 | 2.4% |
4 | 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 | 136 | |
2 | 106 | |
0 | 102 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 48 | 6.0% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 18 | 2.2% |
Other values (3) | 30 | 3.7% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 804 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 136 | |
2 | 106 | |
0 | 102 | |
[ | 100 | |
- | 100 | |
] | 100 | |
3 | 48 | 6.0% |
7 | 34 | 4.2% |
9 | 30 | 3.7% |
6 | 18 | 2.2% |
Other values (3) | 30 | 3.7% |
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 |
남원-산동 | 2 |
Other values (40) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 5.14 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 정읍-태인 |
---|---|
2nd row | 정읍-태인 |
3rd row | 금산-전주 |
4th row | 금산-전주 |
5th row | 김제IC-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% |
남원-산동 | 2 | 2.0% |
김제IC-전주 | 2 | 2.0% |
금마-연무 | 2 | 2.0% |
고원-삼계 | 2 | 2.0% |
임실-남원 | 2 | 2.0% |
진안-장계 | 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% |
옥과-순창 | 2 | 2.0% |
신태인-태인 | 2 | 2.0% |
정읍-태인 | 2 | 2.0% |
부안-죽산 | 2 | 2.0% |
군산-익산 | 2 | 2.0% |
연장-오천 | 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 | 7.488 |
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 | 15.7 |
Maximum | 18.9 |
Range | 18 |
Interquartile range (IQR) | 4.6 |
Descriptive statistics
Standard deviation | 4.1925205 |
---|---|
Coefficient of variation (CV) | 0.55989857 |
Kurtosis | 0.10474863 |
Mean | 7.488 |
Median Absolute Deviation (MAD) | 2.35 |
Skewness | 0.79104716 |
Sum | 748.8 |
Variance | 17.577228 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.9 | 4 | 4.0% |
2.4 | 4 | 4.0% |
8.5 | 4 | 4.0% |
6.5 | 4 | 4.0% |
5.4 | 4 | 4.0% |
6.0 | 4 | 4.0% |
6.4 | 2 | 2.0% |
2.7 | 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 | |
15.7 | 2 | |
14.6 | 2 | |
13.8 | 2 | |
13.0 | 2 | |
12.9 | 2 | |
12.8 | 2 | |
11.9 | 2 | |
11.7 | 2 |
측정일
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20210501 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20210501 |
---|---|
2nd row | 20210501 |
3rd row | 20210501 |
4th row | 20210501 |
5th row | 20210501 |
Common Values
Value | Count | Frequency (%) |
20210501 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20210501 | 100 |
측정시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
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 | 35.664372 |
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 | 35.68602 |
Q3 | 35.78758 |
95-th percentile | 35.97732 |
Maximum | 36.05245 |
Range | 0.73409 |
Interquartile range (IQR) | 0.29769 |
Descriptive statistics
Standard deviation | 0.19796987 |
---|---|
Coefficient of variation (CV) | 0.0055509142 |
Kurtosis | -1.0398863 |
Mean | 35.664372 |
Median Absolute Deviation (MAD) | 0.171365 |
Skewness | 0.12257235 |
Sum | 3566.4372 |
Variance | 0.03919207 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.62947 | 2 | 2.0% |
35.38415 | 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% |
35.77224 | 2 | 2.0% |
35.74292 | 2 | 2.0% |
35.72732 | 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 | 127.11715 |
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 | 0.30802139 |
---|---|
Coefficient of variation (CV) | 0.0024231302 |
Kurtosis | -0.93645367 |
Mean | 127.11715 |
Median Absolute Deviation (MAD) | 0.23396 |
Skewness | 0.083278539 |
Sum | 12711.715 |
Variance | 0.09487718 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.90344 | 2 | 2.0% |
127.14097 | 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% |
127.4985 | 2 | 2.0% |
127.57067 | 2 | 2.0% |
127.59682 | 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 | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.9625 |
Minimum | 0 |
---|---|
Maximum | 153.42 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.52 |
Q1 | 2.55 |
median | 10.555 |
Q3 | 27.2325 |
95-th percentile | 65.7965 |
Maximum | 153.42 |
Range | 153.42 |
Interquartile range (IQR) | 24.6825 |
Descriptive statistics
Standard deviation | 26.03501 |
---|---|
Coefficient of variation (CV) | 1.3729735 |
Kurtosis | 9.4152726 |
Mean | 18.9625 |
Median Absolute Deviation (MAD) | 8.49 |
Skewness | 2.7182777 |
Sum | 1896.25 |
Variance | 677.82177 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.52 | 4 | 4.0% |
0.65 | 4 | 4.0% |
1.3 | 3 | 3.0% |
0.0 | 3 | 3.0% |
3.31 | 3 | 3.0% |
1.05 | 2 | 2.0% |
1.26 | 2 | 2.0% |
2.31 | 2 | 2.0% |
9.81 | 1 | 1.0% |
40.61 | 1 | 1.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.52 | 4 | |
0.65 | 4 | |
1.05 | 2 | |
1.21 | 1 | 1.0% |
1.26 | 2 | |
1.3 | 3 | |
1.78 | 1 | 1.0% |
1.95 | 1 | 1.0% |
1.98 | 1 | 1.0% |
Value | Count | Frequency (%) |
153.42 | 1 | |
129.89 | 1 | |
82.51 | 1 | |
75.51 | 1 | |
73.14 | 1 | |
65.41 | 1 | |
65.01 | 1 | |
62.22 | 1 | |
58.35 | 1 | |
51.65 | 1 |
nox
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 82 |
---|---|
Distinct (%) | 82.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.5825 |
Minimum | 0 |
---|---|
Maximum | 129.04 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.28 |
Q1 | 1.63 |
median | 6.06 |
Q3 | 19.05 |
95-th percentile | 64.572 |
Maximum | 129.04 |
Range | 129.04 |
Interquartile range (IQR) | 17.42 |
Descriptive statistics
Standard deviation | 23.315013 |
---|---|
Coefficient of variation (CV) | 1.4962306 |
Kurtosis | 7.7695273 |
Mean | 15.5825 |
Median Absolute Deviation (MAD) | 5.215 |
Skewness | 2.5687057 |
Sum | 1558.25 |
Variance | 543.58985 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.28 | 4 | 4.0% |
0.32 | 4 | 4.0% |
2.06 | 4 | 4.0% |
0.64 | 3 | 3.0% |
0.0 | 3 | 3.0% |
0.55 | 2 | 2.0% |
1.6 | 2 | 2.0% |
0.96 | 2 | 2.0% |
1.05 | 2 | 2.0% |
5.91 | 2 | 2.0% |
Other values (72) | 72 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.28 | 4 | |
0.32 | 4 | |
0.55 | 2 | |
0.64 | 3 | |
0.96 | 2 | |
1.05 | 2 | |
1.11 | 1 | 1.0% |
1.32 | 1 | 1.0% |
1.33 | 1 | 1.0% |
Value | Count | Frequency (%) |
129.04 | 1 | |
112.62 | 1 | |
74.19 | 1 | |
66.84 | 1 | |
65.75 | 1 | |
64.51 | 1 | |
57.07 | 1 | |
56.53 | 1 | |
49.76 | 1 | |
49.39 | 1 |
hc
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 76 |
---|---|
Distinct (%) | 76.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.2013 |
Minimum | 0 |
---|---|
Maximum | 18.51 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.04 |
Q1 | 0.2525 |
median | 1.02 |
Q3 | 3.0325 |
95-th percentile | 7.959 |
Maximum | 18.51 |
Range | 18.51 |
Interquartile range (IQR) | 2.78 |
Descriptive statistics
Standard deviation | 3.2227213 |
---|---|
Coefficient of variation (CV) | 1.4640082 |
Kurtosis | 8.7361349 |
Mean | 2.2013 |
Median Absolute Deviation (MAD) | 0.88 |
Skewness | 2.6636633 |
Sum | 220.13 |
Variance | 10.385933 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.06 | 4 | 4.0% |
0.04 | 4 | 4.0% |
0.0 | 3 | 3.0% |
1.15 | 3 | 3.0% |
0.31 | 3 | 3.0% |
0.12 | 3 | 3.0% |
1.02 | 3 | 3.0% |
0.09 | 2 | 2.0% |
0.44 | 2 | 2.0% |
0.14 | 2 | 2.0% |
Other values (66) | 71 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.04 | 4 | |
0.06 | 4 | |
0.09 | 2 | |
0.12 | 3 | |
0.13 | 1 | 1.0% |
0.14 | 2 | |
0.17 | 1 | 1.0% |
0.18 | 2 | |
0.2 | 1 | 1.0% |
Value | Count | Frequency (%) |
18.51 | 1 | |
15.77 | 1 | |
10.18 | 1 | |
9.43 | 1 | |
8.7 | 1 | |
7.92 | 1 | |
7.59 | 1 | |
7.5 | 1 | |
6.98 | 1 | |
6.85 | 1 |
pm
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 41 |
---|---|
Distinct (%) | 41.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.837 |
Minimum | 0 |
---|---|
Maximum | 6.37 |
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 | 1.0875 |
95-th percentile | 3.5505 |
Maximum | 6.37 |
Range | 6.37 |
Interquartile range (IQR) | 0.9575 |
Descriptive statistics
Standard deviation | 1.2501115 |
---|---|
Coefficient of variation (CV) | 1.4935621 |
Kurtosis | 5.2092165 |
Mean | 0.837 |
Median Absolute Deviation (MAD) | 0.27 |
Skewness | 2.248574 |
Sum | 83.7 |
Variance | 1.5627788 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.13 | 13 | |
0.14 | 12 | 12.0% |
0.28 | 6 | 6.0% |
0.27 | 6 | 6.0% |
0.42 | 4 | 4.0% |
0.54 | 4 | 4.0% |
0.41 | 2 | 2.0% |
1.38 | 2 | 2.0% |
0.4 | 2 | 2.0% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
0.0 | 18 | |
0.13 | 13 | |
0.14 | 12 | |
0.27 | 6 | 6.0% |
0.28 | 6 | 6.0% |
0.4 | 2 | 2.0% |
0.41 | 2 | 2.0% |
0.42 | 4 | 4.0% |
0.43 | 1 | 1.0% |
0.54 | 4 | 4.0% |
Value | Count | Frequency (%) |
6.37 | 1 | |
5.26 | 1 | |
4.42 | 1 | |
4.32 | 1 | |
3.56 | 1 | |
3.55 | 1 | |
3.39 | 1 | |
3.09 | 1 | |
2.99 | 1 | |
2.85 | 1 |
co2
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 85 |
---|---|
Distinct (%) | 85.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4646.1544 |
Minimum | 0 |
---|---|
Maximum | 36402.61 |
Zeros | 3 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 138.68 |
Q1 | 631.12 |
median | 2588.225 |
Q3 | 6505.8725 |
95-th percentile | 16668.808 |
Maximum | 36402.61 |
Range | 36402.61 |
Interquartile range (IQR) | 5874.7525 |
Descriptive statistics
Standard deviation | 6244.4376 |
---|---|
Coefficient of variation (CV) | 1.3440013 |
Kurtosis | 8.8158946 |
Mean | 4646.1544 |
Median Absolute Deviation (MAD) | 2106.51 |
Skewness | 2.6330907 |
Sum | 464615.44 |
Variance | 38993001 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
138.68 | 4 | 4.0% |
153.68 | 4 | 4.0% |
307.36 | 3 | 3.0% |
0.0 | 3 | 3.0% |
873.34 | 3 | 3.0% |
277.37 | 2 | 2.0% |
324.24 | 2 | 2.0% |
601.6 | 2 | 2.0% |
2357.7 | 1 | 1.0% |
10152.74 | 1 | 1.0% |
Other values (75) | 75 |
Value | Count | Frequency (%) |
0.0 | 3 | |
138.68 | 4 | |
153.68 | 4 | |
277.37 | 2 | |
307.36 | 3 | |
318.6 | 1 | 1.0% |
324.24 | 2 | |
461.05 | 1 | 1.0% |
462.92 | 1 | 1.0% |
487.28 | 1 | 1.0% |
Value | Count | Frequency (%) |
36402.61 | 1 | |
30984.26 | 1 | |
19455.79 | 1 | |
17602.85 | 1 | |
17340.99 | 1 | |
16633.43 | 1 | |
15714.06 | 1 | |
15117.1 | 1 | |
14749.79 | 1 | |
14056.34 | 1 |
주소
Categorical
HIGH CORRELATION
 
Distinct | 48 |
---|---|
Distinct (%) | 48.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
전북 군산 개정 아동 | 4 |
---|---|
전북 임실 덕치 회문 | 4 |
전북 장수 천천 용광 | 2 |
전북 완주 이서 이성 | 2 |
전북 익산 여산 제남 | 2 |
Other values (43) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 10.96 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전북 정읍 정우 우산 |
---|---|
2nd row | 전북 정읍 정우 우산 |
3rd row | 전북 김제 금구 대화 |
4th row | 전북 김제 금구 대화 |
5th row | 전북 완주 이서 이성 |
Common Values
Value | Count | Frequency (%) |
전북 군산 개정 아동 | 4 | 4.0% |
전북 임실 덕치 회문 | 4 | 4.0% |
전북 장수 천천 용광 | 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 (38) | 76 |
Length
Value | Count | Frequency (%) |
전북 | 100 | |
순창 | 16 | 4.0% |
장수 | 14 | 3.5% |
임실 | 12 | 3.0% |
김제 | 8 | 2.0% |
부안 | 8 | 2.0% |
정읍 | 8 | 2.0% |
익산 | 6 | 1.5% |
군산 | 6 | 1.5% |
무주 | 6 | 1.5% |
Other values (93) | 214 |
기본키 | 지점 | 방향 | 측정구간 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 1.000 | 0.000 | 0.997 | 0.791 | 0.749 | 0.870 | 0.461 | 0.362 | 0.421 | 0.472 | 0.449 | 0.998 |
지점 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.861 | 0.817 | 0.896 | 0.899 | 0.755 | 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 | 0.180 | 0.000 |
측정구간 | 0.997 | 1.000 | 0.000 | 1.000 | 0.995 | 0.990 | 0.998 | 0.860 | 0.816 | 0.876 | 0.894 | 0.808 | 1.000 |
연장 | 0.791 | 1.000 | 0.000 | 0.995 | 1.000 | 0.654 | 0.659 | 0.345 | 0.286 | 0.271 | 0.198 | 0.240 | 0.992 |
좌표위치위도 | 0.749 | 1.000 | 0.000 | 0.990 | 0.654 | 1.000 | 0.807 | 0.543 | 0.508 | 0.565 | 0.587 | 0.480 | 0.997 |
좌표위치경도 | 0.870 | 1.000 | 0.000 | 0.998 | 0.659 | 0.807 | 1.000 | 0.382 | 0.372 | 0.390 | 0.356 | 0.351 | 1.000 |
co | 0.461 | 0.861 | 0.000 | 0.860 | 0.345 | 0.543 | 0.382 | 1.000 | 0.976 | 0.980 | 0.897 | 0.998 | 0.868 |
nox | 0.362 | 0.817 | 0.000 | 0.816 | 0.286 | 0.508 | 0.372 | 0.976 | 1.000 | 0.992 | 0.955 | 0.976 | 0.812 |
hc | 0.421 | 0.896 | 0.000 | 0.876 | 0.271 | 0.565 | 0.390 | 0.980 | 0.992 | 1.000 | 0.946 | 0.975 | 0.887 |
pm | 0.472 | 0.899 | 0.000 | 0.894 | 0.198 | 0.587 | 0.356 | 0.897 | 0.955 | 0.946 | 1.000 | 0.902 | 0.860 |
co2 | 0.449 | 0.755 | 0.180 | 0.808 | 0.240 | 0.480 | 0.351 | 0.998 | 0.976 | 0.975 | 0.902 | 1.000 | 0.794 |
주소 | 0.998 | 1.000 | 0.000 | 1.000 | 0.992 | 0.997 | 1.000 | 0.868 | 0.812 | 0.887 | 0.860 | 0.794 | 1.000 |
주소 | 방향 | 측정구간 | |
---|---|---|---|
주소 | 1.000 | 0.000 | 0.956 |
방향 | 0.000 | 1.000 | 0.000 |
측정구간 | 0.956 | 0.000 | 1.000 |
기본키 | 연장 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 방향 | 측정구간 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
기본키 | 1.000 | 0.063 | 0.119 | -0.421 | 0.025 | 0.000 | 0.007 | -0.034 | 0.026 | 0.000 | 0.744 | 0.744 |
연장 | 0.063 | 1.000 | -0.060 | -0.050 | -0.151 | -0.162 | -0.154 | -0.115 | -0.152 | 0.000 | 0.723 | 0.695 |
좌표위치위도 | 0.119 | -0.060 | 1.000 | -0.090 | 0.394 | 0.413 | 0.403 | 0.410 | 0.387 | 0.000 | 0.701 | 0.733 |
좌표위치경도 | -0.421 | -0.050 | -0.090 | 1.000 | -0.418 | -0.398 | -0.404 | -0.345 | -0.417 | 0.000 | 0.751 | 0.760 |
co | 0.025 | -0.151 | 0.394 | -0.418 | 1.000 | 0.990 | 0.993 | 0.934 | 0.999 | 0.000 | 0.418 | 0.389 |
nox | 0.000 | -0.162 | 0.413 | -0.398 | 0.990 | 1.000 | 0.998 | 0.962 | 0.988 | 0.000 | 0.366 | 0.327 |
hc | 0.007 | -0.154 | 0.403 | -0.404 | 0.993 | 0.998 | 1.000 | 0.954 | 0.990 | 0.000 | 0.440 | 0.414 |
pm | -0.034 | -0.115 | 0.410 | -0.345 | 0.934 | 0.962 | 0.954 | 1.000 | 0.935 | 0.000 | 0.425 | 0.391 |
co2 | 0.026 | -0.152 | 0.387 | -0.417 | 0.999 | 0.988 | 0.990 | 0.935 | 1.000 | 0.128 | 0.358 | 0.310 |
방향 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.128 | 1.000 | 0.000 | 0.000 |
측정구간 | 0.744 | 0.723 | 0.701 | 0.751 | 0.418 | 0.366 | 0.440 | 0.425 | 0.358 | 0.000 | 1.000 | 0.956 |
주소 | 0.744 | 0.695 | 0.733 | 0.760 | 0.389 | 0.327 | 0.414 | 0.391 | 0.310 | 0.000 | 0.956 | 1.000 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 건기연 | [0115-1] | 1 | 정읍-태인 | 6.4 | 20210501 | 1 | 35.62947 | 126.90344 | 51.29 | 46.55 | 6.6 | 2.29 | 12543.64 | 전북 정읍 정우 우산 |
1 | 2 | 건기연 | [0115-1] | 2 | 정읍-태인 | 6.4 | 20210501 | 1 | 35.62947 | 126.90344 | 58.35 | 48.17 | 6.71 | 2.99 | 14749.79 | 전북 정읍 정우 우산 |
2 | 3 | 건기연 | [0116-2] | 1 | 금산-전주 | 4.3 | 20210501 | 1 | 35.78758 | 127.0351 | 73.14 | 74.19 | 10.18 | 4.42 | 17602.85 | 전북 김제 금구 대화 |
3 | 4 | 건기연 | [0116-2] | 2 | 금산-전주 | 4.3 | 20210501 | 1 | 35.78758 | 127.0351 | 75.51 | 66.84 | 9.43 | 4.32 | 17340.99 | 전북 김제 금구 대화 |
4 | 5 | 건기연 | [0117-3] | 1 | 김제IC-전주 | 5.1 | 20210501 | 1 | 35.79995 | 127.05822 | 51.65 | 57.07 | 6.64 | 3.39 | 14056.34 | 전북 완주 이서 이성 |
5 | 6 | 건기연 | [0117-3] | 2 | 김제IC-전주 | 5.1 | 20210501 | 1 | 35.79995 | 127.05822 | 65.41 | 49.76 | 7.59 | 2.55 | 15117.1 | 전북 완주 이서 이성 |
6 | 7 | 건기연 | [0121-4] | 1 | 금마-연무 | 4.9 | 20210501 | 1 | 36.05245 | 127.08061 | 22.53 | 22.32 | 3.33 | 1.44 | 5337.71 | 전북 익산 여산 제남 |
7 | 8 | 건기연 | [0121-4] | 2 | 금마-연무 | 4.9 | 20210501 | 1 | 36.05245 | 127.08061 | 29.94 | 30.92 | 4.15 | 2.06 | 7229.84 | 전북 익산 여산 제남 |
8 | 9 | 건기연 | [1317-0] | 1 | 순창-남원 | 2.4 | 20210501 | 1 | 35.41493 | 127.25087 | 2.63 | 1.64 | 0.26 | 0.13 | 640.96 | 전북 순창 적성 괴정 |
9 | 10 | 건기연 | [1317-0] | 2 | 순창-남원 | 2.4 | 20210501 | 1 | 35.41493 | 127.25087 | 1.05 | 0.55 | 0.09 | 0.0 | 277.37 | 전북 순창 적성 괴정 |
기본키 | 도로종류 | 지점 | 방향 | 측정구간 | 연장 | 측정일 | 측정시간 | 좌표위치위도 | 좌표위치경도 | co | nox | hc | pm | co2 | 주소 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 91 | 건기연 | [2912-1] | 1 | 만경-백산 | 4.6 | 20210501 | 1 | 35.84681 | 126.84901 | 3.31 | 2.06 | 0.31 | 0.13 | 873.34 | 전북 김제 만경 대동 |
91 | 92 | 건기연 | [2912-1] | 2 | 만경-백산 | 4.6 | 20210501 | 1 | 35.84681 | 126.84901 | 4.35 | 2.62 | 0.4 | 0.13 | 1150.71 | 전북 김제 만경 대동 |
92 | 93 | 건기연 | [3003-0] | 1 | 변산-하서 | 3.6 | 20210501 | 1 | 35.72216 | 126.64598 | 33.17 | 17.08 | 3.02 | 0.27 | 7890.25 | 전북 부안 하서 청호 |
93 | 94 | 건기연 | [3003-0] | 2 | 변산-하서 | 3.6 | 20210501 | 1 | 35.72216 | 126.64598 | 12.95 | 7.54 | 1.15 | 0.27 | 3416.54 | 전북 부안 하서 청호 |
94 | 95 | 건기연 | [3005-3] | 1 | 부안IC-화호 | 3.7 | 20210501 | 1 | 35.72314 | 126.7879 | 13.21 | 8.13 | 1.22 | 0.42 | 3469.04 | 전북 부안 백산 덕신 |
95 | 96 | 건기연 | [3005-3] | 2 | 부안IC-화호 | 3.7 | 20210501 | 1 | 35.72314 | 126.7879 | 7.18 | 3.89 | 0.67 | 0.13 | 1716.74 | 전북 부안 백산 덕신 |
96 | 97 | 건기연 | [3006-1] | 1 | 신태인-태인 | 6.5 | 20210501 | 1 | 35.68032 | 126.91527 | 13.27 | 8.35 | 1.24 | 0.54 | 3499.0 | 전북 정읍 신태인 궁사 |
97 | 98 | 건기연 | [3006-1] | 2 | 신태인-태인 | 6.5 | 20210501 | 1 | 35.68032 | 126.91527 | 9.02 | 5.91 | 0.86 | 0.42 | 2359.56 | 전북 정읍 신태인 궁사 |
98 | 99 | 건기연 | [3010-0] | 1 | 산내-강진 | 15.7 | 20210501 | 1 | 35.52124 | 127.13982 | 1.95 | 0.96 | 0.17 | 0.0 | 461.05 | 전북 임실 덕치 회문 |
99 | 100 | 건기연 | [3010-0] | 2 | 산내-강진 | 15.7 | 20210501 | 1 | 35.52124 | 127.13982 | 0.65 | 0.32 | 0.06 | 0.0 | 153.68 | 전북 임실 덕치 회문 |