Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 50 |
Missing cells | 28 |
Missing cells (%) | 4.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.2 KiB |
Average record size in memory | 126.6 B |
Variable types
Categorical | 3 |
---|---|
Text | 1 |
Numeric | 10 |
Dataset
Description | 인천광역시 군구별, 성별, 연령별, 학력별, 직업별, 소득별, 주거형태별 등 가장 많이 이용하는 교통수단에 대한 통계 데이터 입니다. (단위: 퍼센트) |
---|---|
Author | 인천광역시 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15066306&srcSe=7661IVAWM27C61E190 |
자가용(승용차) (퍼센트) is highly overall correlated with 시내버스 (퍼센트) and 1 other fields | High correlation |
시내버스 (퍼센트) is highly overall correlated with 자가용(승용차) (퍼센트) | High correlation |
도보 (퍼센트) is highly overall correlated with 자가용(승용차) (퍼센트) | High correlation |
시외_고속버스 (퍼센트) is highly overall correlated with 철도(KTX 새마을 무궁화 등) (퍼센트) | High correlation |
기타 (퍼센트) is highly overall correlated with 철도(KTX 새마을 무궁화 등) (퍼센트) | High correlation |
철도(KTX 새마을 무궁화 등) (퍼센트) is highly overall correlated with 시외_고속버스 (퍼센트) and 2 other fields | High correlation |
1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) is highly overall correlated with 철도(KTX 새마을 무궁화 등) (퍼센트) | High correlation |
도시철도(지하철 경전철 등) (퍼센트) has 1 (2.0%) missing values | Missing |
통근 및 통학버스 (퍼센트) has 1 (2.0%) missing values | Missing |
시외_고속버스 (퍼센트) has 3 (6.0%) missing values | Missing |
자전거 (퍼센트) has 1 (2.0%) missing values | Missing |
오토바이 (퍼센트) has 5 (10.0%) missing values | Missing |
택시 (퍼센트) has 12 (24.0%) missing values | Missing |
기타 (퍼센트) has 5 (10.0%) missing values | Missing |
특성별(2) has unique values | Unique |
기타 (퍼센트) has 2 (4.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-18 02:18:44.309746 |
---|---|
Analysis finished | 2024-03-18 02:18:54.620819 |
Duration | 10.31 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
특성별(1)
Categorical
Distinct | 9 |
---|---|
Distinct (%) | 18.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
군구별 | |
---|---|
직업별 | |
월평균소득별 | |
연령별 | |
가구원수별 | |
Other values (4) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 4.04 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 군구별 |
---|---|
2nd row | 군구별 |
3rd row | 군구별 |
4th row | 군구별 |
5th row | 군구별 |
Common Values
Value | Count | Frequency (%) |
군구별 | 10 | |
직업별 | 8 | |
월평균소득별 | 8 | |
연령별 | 6 | |
가구원수별 | 5 | |
학력별 | 4 | 8.0% |
주거형태별 | 4 | 8.0% |
주거점유형태별 | 3 | 6.0% |
성별 | 2 | 4.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
군구별 | 10 | |
직업별 | 8 | |
월평균소득별 | 8 | |
연령별 | 6 | |
가구원수별 | 5 | |
학력별 | 4 | 8.0% |
주거형태별 | 4 | 8.0% |
주거점유형태별 | 3 | 6.0% |
성별 | 2 | 4.0% |
특성별(2)
Text
UNIQUE
 
Distinct | 50 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
Value | Count | Frequency (%) |
미만 | 7 | 9.7% |
5 | 6.9% | |
이상 | 3 | 4.2% |
기타 | 2 | 2.8% |
중구 | 1 | 1.4% |
기능노무 | 1 | 1.4% |
4인 | 1 | 1.4% |
학생 | 1 | 1.4% |
주부 | 1 | 1.4% |
무직/기타 | 1 | 1.4% |
Other values (49) | 49 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 33 | 13.4% |
22 | 8.9% | |
만 | 15 | 6.1% |
~ | 11 | 4.5% |
세 | 9 | 3.7% |
원 | 8 | 3.3% |
구 | 8 | 3.3% |
미 | 8 | 3.3% |
3 | 6 | 2.4% |
인 | 5 | 2.0% |
Other values (66) | 121 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 142 | |
Decimal Number | 69 | |
Space Separator | 22 | 8.9% |
Math Symbol | 11 | 4.5% |
Other Punctuation | 2 | 0.8% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
만 | 15 | 10.6% |
세 | 9 | 6.3% |
원 | 8 | 5.6% |
구 | 8 | 5.6% |
미 | 8 | 5.6% |
인 | 5 | 3.5% |
이 | 5 | 3.5% |
상 | 4 | 2.8% |
기 | 4 | 2.8% |
졸 | 4 | 2.8% |
Other values (54) | 72 |
Decimal Number
Value | Count | Frequency (%) |
0 | 33 | |
3 | 6 | 8.7% |
9 | 5 | 7.2% |
5 | 5 | 7.2% |
4 | 5 | 7.2% |
2 | 5 | 7.2% |
1 | 5 | 7.2% |
6 | 3 | 4.3% |
7 | 2 | 2.9% |
Space Separator
Value | Count | Frequency (%) |
22 |
Math Symbol
Value | Count | Frequency (%) |
~ | 11 |
Other Punctuation
Value | Count | Frequency (%) |
/ | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 142 | |
Common | 104 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
만 | 15 | 10.6% |
세 | 9 | 6.3% |
원 | 8 | 5.6% |
구 | 8 | 5.6% |
미 | 8 | 5.6% |
인 | 5 | 3.5% |
이 | 5 | 3.5% |
상 | 4 | 2.8% |
기 | 4 | 2.8% |
졸 | 4 | 2.8% |
Other values (54) | 72 |
Common
Value | Count | Frequency (%) |
0 | 33 | |
22 | ||
~ | 11 | 10.6% |
3 | 6 | 5.8% |
9 | 5 | 4.8% |
5 | 5 | 4.8% |
4 | 5 | 4.8% |
2 | 5 | 4.8% |
1 | 5 | 4.8% |
6 | 3 | 2.9% |
Other values (2) | 4 | 3.8% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 142 | |
ASCII | 104 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 33 | |
22 | ||
~ | 11 | 10.6% |
3 | 6 | 5.8% |
9 | 5 | 4.8% |
5 | 5 | 4.8% |
4 | 5 | 4.8% |
2 | 5 | 4.8% |
1 | 5 | 4.8% |
6 | 3 | 2.9% |
Other values (2) | 4 | 3.8% |
Hangul
Value | Count | Frequency (%) |
만 | 15 | 10.6% |
세 | 9 | 6.3% |
원 | 8 | 5.6% |
구 | 8 | 5.6% |
미 | 8 | 5.6% |
인 | 5 | 3.5% |
이 | 5 | 3.5% |
상 | 4 | 2.8% |
기 | 4 | 2.8% |
졸 | 4 | 2.8% |
Other values (54) | 72 |
자가용(승용차) (퍼센트)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 94.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 44.358 |
Minimum | 21.8 |
---|---|
Maximum | 66.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 21.8 |
---|---|
5-th percentile | 27.9 |
Q1 | 36.1 |
median | 45.55 |
Q3 | 53.275 |
95-th percentile | 61.06 |
Maximum | 66.5 |
Range | 44.7 |
Interquartile range (IQR) | 17.175 |
Descriptive statistics
Standard deviation | 10.902819 |
---|---|
Coefficient of variation (CV) | 0.2457915 |
Kurtosis | -0.89114586 |
Mean | 44.358 |
Median Absolute Deviation (MAD) | 8.55 |
Skewness | -0.08729714 |
Sum | 2217.9 |
Variance | 118.87147 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
55.4 | 3 | 6.0% |
37.6 | 2 | 4.0% |
61.7 | 1 | 2.0% |
53.2 | 1 | 2.0% |
21.8 | 1 | 2.0% |
24.9 | 1 | 2.0% |
39.1 | 1 | 2.0% |
49.4 | 1 | 2.0% |
51.3 | 1 | 2.0% |
52.3 | 1 | 2.0% |
Other values (37) | 37 |
Value | Count | Frequency (%) |
21.8 | 1 | |
24.9 | 1 | |
27.0 | 1 | |
29.0 | 1 | |
29.1 | 1 | |
30.2 | 1 | |
30.7 | 1 | |
31.4 | 1 | |
34.0 | 1 | |
34.4 | 1 |
Value | Count | Frequency (%) |
66.5 | 1 | 2.0% |
61.7 | 1 | 2.0% |
61.6 | 1 | 2.0% |
60.4 | 1 | 2.0% |
59.3 | 1 | 2.0% |
55.5 | 1 | 2.0% |
55.4 | 3 | |
54.3 | 1 | 2.0% |
54.1 | 1 | 2.0% |
53.9 | 1 | 2.0% |
시내버스 (퍼센트)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 41 |
---|---|
Distinct (%) | 82.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.97 |
Minimum | 4.2 |
---|---|
Maximum | 32.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 4.2 |
---|---|
5-th percentile | 7.795 |
Q1 | 15.2 |
median | 16.95 |
Q3 | 22 |
95-th percentile | 26.82 |
Maximum | 32.3 |
Range | 28.1 |
Interquartile range (IQR) | 6.8 |
Descriptive statistics
Standard deviation | 5.647331 |
---|---|
Coefficient of variation (CV) | 0.31426438 |
Kurtosis | 0.59239323 |
Mean | 17.97 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.092057565 |
Sum | 898.5 |
Variance | 31.892347 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15.2 | 3 | 6.0% |
15.8 | 3 | 6.0% |
17.1 | 2 | 4.0% |
19.6 | 2 | 4.0% |
16.3 | 2 | 4.0% |
23.5 | 2 | 4.0% |
15.7 | 2 | 4.0% |
13.9 | 1 | 2.0% |
30.0 | 1 | 2.0% |
19.5 | 1 | 2.0% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
4.2 | 1 | |
6.2 | 1 | |
6.4 | 1 | |
9.5 | 1 | |
13.4 | 1 | |
13.6 | 1 | |
13.7 | 1 | |
13.8 | 1 | |
13.9 | 1 | |
14.0 | 1 |
Value | Count | Frequency (%) |
32.3 | 1 | |
30.0 | 1 | |
27.0 | 1 | |
26.6 | 1 | |
25.6 | 1 | |
24.2 | 1 | |
24.0 | 1 | |
23.6 | 1 | |
23.5 | 2 | |
23.0 | 1 |
도시철도(지하철 경전철 등) (퍼센트)
Real number (ℝ)
MISSING
 
Distinct | 43 |
---|---|
Distinct (%) | 87.8% |
Missing | 1 |
Missing (%) | 2.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.102041 |
Minimum | 0.3 |
---|---|
Maximum | 23.3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.3 |
---|---|
5-th percentile | 4.8 |
Q1 | 9.3 |
median | 12.5 |
Q3 | 14.2 |
95-th percentile | 21.14 |
Maximum | 23.3 |
Range | 23 |
Interquartile range (IQR) | 4.9 |
Descriptive statistics
Standard deviation | 4.7015286 |
---|---|
Coefficient of variation (CV) | 0.38849056 |
Kurtosis | 0.92893073 |
Mean | 12.102041 |
Median Absolute Deviation (MAD) | 2.1 |
Skewness | 0.1676391 |
Sum | 593 |
Variance | 22.104371 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
14.2 | 3 | 6.0% |
7.8 | 2 | 4.0% |
8.6 | 2 | 4.0% |
13.3 | 2 | 4.0% |
13.1 | 2 | 4.0% |
10.5 | 1 | 2.0% |
14.0 | 1 | 2.0% |
21.7 | 1 | 2.0% |
8.8 | 1 | 2.0% |
10.6 | 1 | 2.0% |
Other values (33) | 33 |
Value | Count | Frequency (%) |
0.3 | 1 | |
2.1 | 1 | |
3.8 | 1 | |
6.3 | 1 | |
6.6 | 1 | |
7.7 | 1 | |
7.8 | 2 | |
8.2 | 1 | |
8.6 | 2 | |
8.8 | 1 |
Value | Count | Frequency (%) |
23.3 | 1 | |
22.9 | 1 | |
21.7 | 1 | |
20.3 | 1 | |
20.2 | 1 | |
15.9 | 1 | |
15.7 | 1 | |
15.6 | 1 | |
14.9 | 1 | |
14.4 | 1 |
도보 (퍼센트)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 46 |
---|---|
Distinct (%) | 92.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.836 |
Minimum | 4.3 |
---|---|
Maximum | 50.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 4.3 |
---|---|
5-th percentile | 9.165 |
Q1 | 13.475 |
median | 16.65 |
Q3 | 24.05 |
95-th percentile | 42.71 |
Maximum | 50.5 |
Range | 46.2 |
Interquartile range (IQR) | 10.575 |
Descriptive statistics
Standard deviation | 10.295566 |
---|---|
Coefficient of variation (CV) | 0.51903438 |
Kurtosis | 1.1091408 |
Mean | 19.836 |
Median Absolute Deviation (MAD) | 5.2 |
Skewness | 1.220238 |
Sum | 991.8 |
Variance | 105.99868 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.9 | 2 | 4.0% |
16.7 | 2 | 4.0% |
21.9 | 2 | 4.0% |
13.9 | 2 | 4.0% |
10.2 | 1 | 2.0% |
10.8 | 1 | 2.0% |
19.7 | 1 | 2.0% |
6.1 | 1 | 2.0% |
42.6 | 1 | 2.0% |
33.4 | 1 | 2.0% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
4.3 | 1 | |
6.1 | 1 | |
8.4 | 1 | |
10.1 | 1 | |
10.2 | 1 | |
10.8 | 1 | |
10.9 | 2 | |
11.1 | 1 | |
11.5 | 1 | |
11.6 | 1 |
Value | Count | Frequency (%) |
50.5 | 1 | |
44.2 | 1 | |
42.8 | 1 | |
42.6 | 1 | |
33.4 | 1 | |
33.2 | 1 | |
32.5 | 1 | |
32.3 | 1 | |
29.7 | 1 | |
28.8 | 1 |
통근 및 통학버스 (퍼센트)
Real number (ℝ)
MISSING
 
Distinct | 23 |
---|---|
Distinct (%) | 46.9% |
Missing | 1 |
Missing (%) | 2.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.722449 |
Minimum | 0.4 |
---|---|
Maximum | 5.9 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.4 |
---|---|
5-th percentile | 0.8 |
Q1 | 1.2 |
median | 1.6 |
Q3 | 2.1 |
95-th percentile | 2.86 |
Maximum | 5.9 |
Range | 5.5 |
Interquartile range (IQR) | 0.9 |
Descriptive statistics
Standard deviation | 0.87993023 |
---|---|
Coefficient of variation (CV) | 0.51085997 |
Kurtosis | 9.4875322 |
Mean | 1.722449 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | 2.2426463 |
Sum | 84.4 |
Variance | 0.77427721 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.2 | 6 | 12.0% |
2.0 | 5 | 10.0% |
0.8 | 4 | 8.0% |
1.4 | 3 | 6.0% |
2.6 | 3 | 6.0% |
1.7 | 3 | 6.0% |
1.1 | 2 | 4.0% |
1.5 | 2 | 4.0% |
1.8 | 2 | 4.0% |
2.3 | 2 | 4.0% |
Other values (13) | 17 |
Value | Count | Frequency (%) |
0.4 | 1 | 2.0% |
0.5 | 1 | 2.0% |
0.8 | 4 | |
0.9 | 1 | 2.0% |
1.0 | 2 | 4.0% |
1.1 | 2 | 4.0% |
1.2 | 6 | |
1.3 | 1 | 2.0% |
1.4 | 3 | |
1.5 | 2 | 4.0% |
Value | Count | Frequency (%) |
5.9 | 1 | 2.0% |
2.9 | 2 | 4.0% |
2.8 | 1 | 2.0% |
2.6 | 3 | |
2.4 | 1 | 2.0% |
2.3 | 2 | 4.0% |
2.2 | 1 | 2.0% |
2.1 | 2 | 4.0% |
2.0 | 5 | |
1.9 | 1 | 2.0% |
시외_고속버스 (퍼센트)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 21 |
---|---|
Distinct (%) | 44.7% |
Missing | 3 |
Missing (%) | 6.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5021277 |
Minimum | 0.2 |
---|---|
Maximum | 3 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.2 |
---|---|
5-th percentile | 0.59 |
Q1 | 1.2 |
median | 1.5 |
Q3 | 1.75 |
95-th percentile | 2.57 |
Maximum | 3 |
Range | 2.8 |
Interquartile range (IQR) | 0.55 |
Descriptive statistics
Standard deviation | 0.58588074 |
---|---|
Coefficient of variation (CV) | 0.39003392 |
Kurtosis | 0.59533931 |
Mean | 1.5021277 |
Median Absolute Deviation (MAD) | 0.3 |
Skewness | 0.22718201 |
Sum | 70.6 |
Variance | 0.34325624 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.7 | 6 | |
1.4 | 5 | |
1.2 | 5 | |
1.6 | 4 | 8.0% |
0.8 | 4 | 8.0% |
1.5 | 3 | 6.0% |
2.1 | 3 | 6.0% |
1.8 | 2 | 4.0% |
2.0 | 2 | 4.0% |
1.3 | 2 | 4.0% |
Other values (11) | 11 | |
(Missing) | 3 | 6.0% |
Value | Count | Frequency (%) |
0.2 | 1 | 2.0% |
0.3 | 1 | 2.0% |
0.5 | 1 | 2.0% |
0.8 | 4 | |
0.9 | 1 | 2.0% |
1.0 | 1 | 2.0% |
1.1 | 1 | 2.0% |
1.2 | 5 | |
1.3 | 2 | 4.0% |
1.4 | 5 |
Value | Count | Frequency (%) |
3.0 | 1 | 2.0% |
2.8 | 1 | 2.0% |
2.6 | 1 | 2.0% |
2.5 | 1 | 2.0% |
2.1 | 3 | |
2.0 | 2 | 4.0% |
1.9 | 1 | 2.0% |
1.8 | 2 | 4.0% |
1.7 | 6 | |
1.6 | 4 |
자전거 (퍼센트)
Real number (ℝ)
MISSING
 
Distinct | 24 |
---|---|
Distinct (%) | 49.0% |
Missing | 1 |
Missing (%) | 2.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.6142857 |
Minimum | 0.3 |
---|---|
Maximum | 6.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.3 |
---|---|
5-th percentile | 0.64 |
Q1 | 1.1 |
median | 1.4 |
Q3 | 1.8 |
95-th percentile | 2.86 |
Maximum | 6.8 |
Range | 6.5 |
Interquartile range (IQR) | 0.7 |
Descriptive statistics
Standard deviation | 1.0835897 |
---|---|
Coefficient of variation (CV) | 0.67125026 |
Kurtosis | 11.98701 |
Mean | 1.6142857 |
Median Absolute Deviation (MAD) | 0.4 |
Skewness | 3.0244147 |
Sum | 79.1 |
Variance | 1.1741667 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.1 | 5 | 10.0% |
1.7 | 5 | 10.0% |
1.6 | 4 | 8.0% |
1.3 | 4 | 8.0% |
1.2 | 3 | 6.0% |
1.0 | 3 | 6.0% |
0.9 | 2 | 4.0% |
0.7 | 2 | 4.0% |
2.2 | 2 | 4.0% |
2.0 | 2 | 4.0% |
Other values (14) | 17 |
Value | Count | Frequency (%) |
0.3 | 1 | 2.0% |
0.4 | 1 | 2.0% |
0.6 | 1 | 2.0% |
0.7 | 2 | 4.0% |
0.8 | 2 | 4.0% |
0.9 | 2 | 4.0% |
1.0 | 3 | |
1.1 | 5 | |
1.2 | 3 | |
1.3 | 4 |
Value | Count | Frequency (%) |
6.8 | 1 | |
5.1 | 1 | |
2.9 | 1 | |
2.8 | 1 | |
2.5 | 1 | |
2.4 | 1 | |
2.2 | 2 | |
2.0 | 2 | |
1.9 | 1 | |
1.8 | 2 |
오토바이 (퍼센트)
Real number (ℝ)
MISSING
 
Distinct | 14 |
---|---|
Distinct (%) | 31.1% |
Missing | 5 |
Missing (%) | 10.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.60222222 |
Minimum | 0.1 |
---|---|
Maximum | 3.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 0.1 |
Q1 | 0.3 |
median | 0.4 |
Q3 | 0.7 |
95-th percentile | 1.28 |
Maximum | 3.2 |
Range | 3.1 |
Interquartile range (IQR) | 0.4 |
Descriptive statistics
Standard deviation | 0.58133424 |
---|---|
Coefficient of variation (CV) | 0.96531515 |
Kurtosis | 10.366754 |
Mean | 0.60222222 |
Median Absolute Deviation (MAD) | 0.2 |
Skewness | 2.9357769 |
Sum | 27.1 |
Variance | 0.33794949 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.4 | 7 | |
0.3 | 7 | |
0.2 | 5 | |
0.5 | 5 | |
0.1 | 4 | |
0.7 | 4 | |
0.6 | 4 | |
0.8 | 2 | 4.0% |
1.2 | 2 | 4.0% |
3.2 | 1 | 2.0% |
Other values (4) | 4 | |
(Missing) | 5 |
Value | Count | Frequency (%) |
0.1 | 4 | |
0.2 | 5 | |
0.3 | 7 | |
0.4 | 7 | |
0.5 | 5 | |
0.6 | 4 | |
0.7 | 4 | |
0.8 | 2 | 4.0% |
1.0 | 1 | 2.0% |
1.1 | 1 | 2.0% |
Value | Count | Frequency (%) |
3.2 | 1 | 2.0% |
2.5 | 1 | 2.0% |
1.3 | 1 | 2.0% |
1.2 | 2 | 4.0% |
1.1 | 1 | 2.0% |
1.0 | 1 | 2.0% |
0.8 | 2 | 4.0% |
0.7 | 4 | |
0.6 | 4 | |
0.5 | 5 |
택시 (퍼센트)
Real number (ℝ)
MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 18.4% |
Missing | 12 |
Missing (%) | 24.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.29210526 |
Minimum | 0.1 |
---|---|
Maximum | 0.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 0.1 |
Q1 | 0.2 |
median | 0.2 |
Q3 | 0.375 |
95-th percentile | 0.615 |
Maximum | 0.7 |
Range | 0.6 |
Interquartile range (IQR) | 0.175 |
Descriptive statistics
Standard deviation | 0.17915957 |
---|---|
Coefficient of variation (CV) | 0.61333906 |
Kurtosis | -0.0091892342 |
Mean | 0.29210526 |
Median Absolute Deviation (MAD) | 0.1 |
Skewness | 0.98794488 |
Sum | 11.1 |
Variance | 0.032098151 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.2 | 12 | |
0.1 | 8 | |
0.3 | 8 | |
0.6 | 4 | 8.0% |
0.4 | 3 | 6.0% |
0.7 | 2 | 4.0% |
0.5 | 1 | 2.0% |
(Missing) | 12 |
Value | Count | Frequency (%) |
0.1 | 8 | |
0.2 | 12 | |
0.3 | 8 | |
0.4 | 3 | 6.0% |
0.5 | 1 | 2.0% |
0.6 | 4 | 8.0% |
0.7 | 2 | 4.0% |
Value | Count | Frequency (%) |
0.7 | 2 | 4.0% |
0.6 | 4 | 8.0% |
0.5 | 1 | 2.0% |
0.4 | 3 | 6.0% |
0.3 | 8 | |
0.2 | 12 | |
0.1 | 8 |
철도(KTX 새마을 무궁화 등) (퍼센트)
Categorical
HIGH CORRELATION
 
Distinct | 5 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
<NA> | |
---|---|
0.1 | |
0.0 | |
0.2 | 2 |
1.0 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.62 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 2.0% |
Sample
1st row | 1.0 |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 31 | |
0.1 | 10 | 20.0% |
0.0 | 6 | 12.0% |
0.2 | 2 | 4.0% |
1.0 | 1 | 2.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 31 | |
0.1 | 10 | 20.0% |
0.0 | 6 | 12.0% |
0.2 | 2 | 4.0% |
1.0 | 1 | 2.0% |
1인 교통수단(전동휠 전동퀵보드 등) (퍼센트)
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 8.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 532.0 B |
<NA> | |
---|---|
0.1 | |
0.0 | |
0.2 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.58 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | 0.2 |
3rd row | <NA> |
4th row | 0.2 |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 29 | |
0.1 | 11 | 22.0% |
0.0 | 6 | 12.0% |
0.2 | 4 | 8.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 29 | |
0.1 | 11 | 22.0% |
0.0 | 6 | 12.0% |
0.2 | 4 | 8.0% |
기타 (퍼센트)
Real number (ℝ)
HIGH CORRELATION
  MISSING
  ZEROS
 
Distinct | 12 |
---|---|
Distinct (%) | 26.7% |
Missing | 5 |
Missing (%) | 10.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.45555556 |
Minimum | 0 |
---|---|
Maximum | 1.6 |
Zeros | 2 |
Zeros (%) | 4.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 582.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1 |
Q1 | 0.3 |
median | 0.4 |
Q3 | 0.5 |
95-th percentile | 0.88 |
Maximum | 1.6 |
Range | 1.6 |
Interquartile range (IQR) | 0.2 |
Descriptive statistics
Standard deviation | 0.30641294 |
---|---|
Coefficient of variation (CV) | 0.67261377 |
Kurtosis | 4.0819546 |
Mean | 0.45555556 |
Median Absolute Deviation (MAD) | 0.1 |
Skewness | 1.5780568 |
Sum | 20.5 |
Variance | 0.093888889 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.5 | 9 | |
0.3 | 8 | |
0.4 | 7 | |
0.2 | 5 | |
0.7 | 5 | |
0.1 | 3 | 6.0% |
0.0 | 2 | 4.0% |
0.8 | 2 | 4.0% |
0.9 | 1 | 2.0% |
1.3 | 1 | 2.0% |
Other values (2) | 2 | 4.0% |
(Missing) | 5 |
Value | Count | Frequency (%) |
0.0 | 2 | 4.0% |
0.1 | 3 | 6.0% |
0.2 | 5 | |
0.3 | 8 | |
0.4 | 7 | |
0.5 | 9 | |
0.6 | 1 | 2.0% |
0.7 | 5 | |
0.8 | 2 | 4.0% |
0.9 | 1 | 2.0% |
Value | Count | Frequency (%) |
1.6 | 1 | 2.0% |
1.3 | 1 | 2.0% |
0.9 | 1 | 2.0% |
0.8 | 2 | 4.0% |
0.7 | 5 | |
0.6 | 1 | 2.0% |
0.5 | 9 | |
0.4 | 7 | |
0.3 | 8 | |
0.2 | 5 |
특성별(1) | 특성별(2) | 자가용(승용차) (퍼센트) | 시내버스 (퍼센트) | 도시철도(지하철 경전철 등) (퍼센트) | 도보 (퍼센트) | 통근 및 통학버스 (퍼센트) | 시외_고속버스 (퍼센트) | 자전거 (퍼센트) | 오토바이 (퍼센트) | 택시 (퍼센트) | 철도(KTX 새마을 무궁화 등) (퍼센트) | 1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 기타 (퍼센트) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
특성별(1) | 1.000 | 1.000 | 0.447 | 0.000 | 0.000 | 0.530 | 0.000 | 0.372 | 0.000 | 0.000 | 0.000 | 0.610 | 0.810 | 0.334 |
특성별(2) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
자가용(승용차) (퍼센트) | 0.447 | 1.000 | 1.000 | 0.714 | 0.000 | 0.578 | 0.000 | 0.000 | 0.000 | 0.456 | 0.283 | 0.381 | 0.686 | 0.373 |
시내버스 (퍼센트) | 0.000 | 1.000 | 0.714 | 1.000 | 0.809 | 0.829 | 0.586 | 0.286 | 0.716 | 0.433 | 0.000 | 0.164 | 0.159 | 0.491 |
도시철도(지하철 경전철 등) (퍼센트) | 0.000 | 1.000 | 0.000 | 0.809 | 1.000 | 0.805 | 0.465 | 0.506 | 0.534 | 0.661 | 0.477 | 0.392 | 0.286 | 0.438 |
도보 (퍼센트) | 0.530 | 1.000 | 0.578 | 0.829 | 0.805 | 1.000 | 0.475 | 0.000 | 0.428 | 0.656 | 0.174 | 0.000 | 0.454 | 0.609 |
통근 및 통학버스 (퍼센트) | 0.000 | 1.000 | 0.000 | 0.586 | 0.465 | 0.475 | 1.000 | 0.456 | 0.634 | 0.108 | 0.000 | 0.412 | 0.267 | 0.319 |
시외_고속버스 (퍼센트) | 0.372 | 1.000 | 0.000 | 0.286 | 0.506 | 0.000 | 0.456 | 1.000 | 0.492 | 0.247 | 0.640 | 0.768 | 0.000 | 0.537 |
자전거 (퍼센트) | 0.000 | 1.000 | 0.000 | 0.716 | 0.534 | 0.428 | 0.634 | 0.492 | 1.000 | 0.611 | 0.299 | 0.536 | 0.303 | 0.656 |
오토바이 (퍼센트) | 0.000 | 1.000 | 0.456 | 0.433 | 0.661 | 0.656 | 0.108 | 0.247 | 0.611 | 1.000 | 0.572 | 0.654 | 0.246 | 0.711 |
택시 (퍼센트) | 0.000 | 1.000 | 0.283 | 0.000 | 0.477 | 0.174 | 0.000 | 0.640 | 0.299 | 0.572 | 1.000 | 0.343 | 0.000 | 0.587 |
철도(KTX 새마을 무궁화 등) (퍼센트) | 0.610 | 1.000 | 0.381 | 0.164 | 0.392 | 0.000 | 0.412 | 0.768 | 0.536 | 0.654 | 0.343 | 1.000 | 0.942 | 0.858 |
1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 0.810 | 1.000 | 0.686 | 0.159 | 0.286 | 0.454 | 0.267 | 0.000 | 0.303 | 0.246 | 0.000 | 0.942 | 1.000 | 0.000 |
기타 (퍼센트) | 0.334 | 1.000 | 0.373 | 0.491 | 0.438 | 0.609 | 0.319 | 0.537 | 0.656 | 0.711 | 0.587 | 0.858 | 0.000 | 1.000 |
철도(KTX 새마을 무궁화 등) (퍼센트) | 특성별(1) | 1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | |
---|---|---|---|
철도(KTX 새마을 무궁화 등) (퍼센트) | 1.000 | 0.327 | 0.692 |
특성별(1) | 0.327 | 1.000 | 0.404 |
1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 0.692 | 0.404 | 1.000 |
자가용(승용차) (퍼센트) | 시내버스 (퍼센트) | 도시철도(지하철 경전철 등) (퍼센트) | 도보 (퍼센트) | 통근 및 통학버스 (퍼센트) | 시외_고속버스 (퍼센트) | 자전거 (퍼센트) | 오토바이 (퍼센트) | 택시 (퍼센트) | 기타 (퍼센트) | 특성별(1) | 철도(KTX 새마을 무궁화 등) (퍼센트) | 1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
자가용(승용차) (퍼센트) | 1.000 | -0.659 | -0.112 | -0.709 | -0.098 | -0.283 | -0.466 | -0.074 | -0.376 | 0.147 | 0.209 | 0.199 | 0.401 |
시내버스 (퍼센트) | -0.659 | 1.000 | 0.223 | 0.223 | 0.224 | 0.166 | 0.359 | -0.178 | 0.169 | -0.320 | 0.000 | 0.056 | 0.000 |
도시철도(지하철 경전철 등) (퍼센트) | -0.112 | 0.223 | 1.000 | -0.345 | 0.116 | 0.222 | 0.019 | -0.379 | -0.093 | -0.369 | 0.000 | 0.208 | 0.126 |
도보 (퍼센트) | -0.709 | 0.223 | -0.345 | 1.000 | -0.166 | 0.009 | 0.271 | 0.360 | 0.331 | 0.123 | 0.184 | 0.000 | 0.244 |
통근 및 통학버스 (퍼센트) | -0.098 | 0.224 | 0.116 | -0.166 | 1.000 | 0.206 | 0.300 | 0.022 | 0.098 | -0.105 | 0.000 | 0.297 | 0.000 |
시외_고속버스 (퍼센트) | -0.283 | 0.166 | 0.222 | 0.009 | 0.206 | 1.000 | 0.415 | -0.219 | -0.075 | -0.398 | 0.108 | 0.573 | 0.000 |
자전거 (퍼센트) | -0.466 | 0.359 | 0.019 | 0.271 | 0.300 | 0.415 | 1.000 | 0.238 | 0.069 | -0.054 | 0.000 | 0.175 | 0.000 |
오토바이 (퍼센트) | -0.074 | -0.178 | -0.379 | 0.360 | 0.022 | -0.219 | 0.238 | 1.000 | 0.305 | 0.460 | 0.000 | 0.421 | 0.209 |
택시 (퍼센트) | -0.376 | 0.169 | -0.093 | 0.331 | 0.098 | -0.075 | 0.069 | 0.305 | 1.000 | 0.366 | 0.000 | 0.252 | 0.000 |
기타 (퍼센트) | 0.147 | -0.320 | -0.369 | 0.123 | -0.105 | -0.398 | -0.054 | 0.460 | 0.366 | 1.000 | 0.082 | 0.669 | 0.095 |
특성별(1) | 0.209 | 0.000 | 0.000 | 0.184 | 0.000 | 0.108 | 0.000 | 0.000 | 0.000 | 0.082 | 1.000 | 0.327 | 0.404 |
철도(KTX 새마을 무궁화 등) (퍼센트) | 0.199 | 0.056 | 0.208 | 0.000 | 0.297 | 0.573 | 0.175 | 0.421 | 0.252 | 0.669 | 0.327 | 1.000 | 0.692 |
1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 0.401 | 0.000 | 0.126 | 0.244 | 0.000 | 0.000 | 0.000 | 0.209 | 0.000 | 0.095 | 0.404 | 0.692 | 1.000 |
특성별(1) | 특성별(2) | 자가용(승용차) (퍼센트) | 시내버스 (퍼센트) | 도시철도(지하철 경전철 등) (퍼센트) | 도보 (퍼센트) | 통근 및 통학버스 (퍼센트) | 시외_고속버스 (퍼센트) | 자전거 (퍼센트) | 오토바이 (퍼센트) | 택시 (퍼센트) | 철도(KTX 새마을 무궁화 등) (퍼센트) | 1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 기타 (퍼센트) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 군구별 | 중구 | 61.7 | 13.9 | 7.7 | 10.2 | 2.9 | 0.3 | 0.4 | 0.4 | 0.6 | 1.0 | <NA> | 0.9 |
1 | 군구별 | 동구 | 48.0 | 18.3 | 7.8 | 19.1 | 2.8 | 0.8 | 2.9 | <NA> | 0.1 | <NA> | 0.2 | <NA> |
2 | 군구별 | 미추홀구 | 45.4 | 26.6 | 7.8 | 17.1 | 1.0 | 0.8 | 0.3 | 0.1 | 0.3 | <NA> | <NA> | 0.4 |
3 | 군구별 | 연수구 | 61.6 | 14.4 | 6.6 | 10.9 | 2.2 | 1.7 | 1.3 | 0.7 | 0.2 | <NA> | 0.2 | 0.2 |
4 | 군구별 | 남동구 | 53.3 | 16.7 | 11.7 | 14.1 | 0.9 | 1.4 | 1.1 | 0.3 | 0.1 | <NA> | <NA> | 0.3 |
5 | 군구별 | 부평구 | 37.6 | 15.8 | 20.3 | 16.7 | 2.4 | 3.0 | 2.8 | 0.3 | 0.7 | <NA> | <NA> | 0.3 |
6 | 군구별 | 계양구 | 30.7 | 20.7 | 22.9 | 22.4 | 0.8 | 0.2 | 1.2 | 0.7 | <NA> | <NA> | 0.1 | 0.3 |
7 | 군구별 | 서구 | 45.7 | 17.1 | 13.1 | 17.5 | 2.0 | 2.1 | 1.7 | 0.2 | 0.1 | <NA> | <NA> | 0.5 |
8 | 군구별 | 강화군 | 53.9 | 6.2 | 0.3 | 33.2 | 0.4 | 0.8 | 1.3 | 3.2 | <NA> | <NA> | <NA> | 0.7 |
9 | 군구별 | 옹진군 | 47.2 | 4.2 | <NA> | 44.2 | 1.2 | <NA> | 0.6 | 1.3 | <NA> | <NA> | <NA> | 1.3 |
특성별(1) | 특성별(2) | 자가용(승용차) (퍼센트) | 시내버스 (퍼센트) | 도시철도(지하철 경전철 등) (퍼센트) | 도보 (퍼센트) | 통근 및 통학버스 (퍼센트) | 시외_고속버스 (퍼센트) | 자전거 (퍼센트) | 오토바이 (퍼센트) | 택시 (퍼센트) | 철도(KTX 새마을 무궁화 등) (퍼센트) | 1인 교통수단(전동휠 전동퀵보드 등) (퍼센트) | 기타 (퍼센트) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | 주거형태별 | 연립/다세대주택 | 35.9 | 25.6 | 15.6 | 16.0 | 2.0 | 1.2 | 2.4 | 0.6 | 0.2 | 0.0 | 0.0 | 0.5 |
41 | 주거형태별 | 기타 | 37.0 | 15.2 | 14.2 | 26.5 | 2.1 | 1.6 | 2.0 | 0.7 | 0.3 | <NA> | <NA> | 0.5 |
42 | 주거점유형태별 | 자가 | 48.4 | 16.1 | 13.1 | 16.5 | 1.7 | 1.7 | 1.5 | 0.4 | 0.2 | 0.0 | 0.0 | 0.4 |
43 | 주거점유형태별 | 전세 | 44.2 | 21.0 | 13.7 | 16.6 | 1.6 | 1.2 | 0.9 | 0.2 | 0.2 | 0.1 | <NA> | 0.4 |
44 | 주거점유형태별 | 월세 및 기타 | 40.9 | 23.0 | 11.1 | 18.2 | 1.7 | 1.5 | 1.8 | 1.0 | 0.3 | <NA> | 0.2 | 0.4 |
45 | 가구원수별 | 1인 | 38.2 | 24.0 | 10.4 | 21.9 | 2.0 | 0.5 | 0.7 | 0.5 | 0.6 | 0.2 | 0.2 | 0.7 |
46 | 가구원수별 | 2인 | 38.6 | 19.6 | 13.5 | 21.9 | 1.4 | 1.6 | 2.2 | 0.8 | 0.3 | <NA> | 0.1 | 0.0 |
47 | 가구원수별 | 3인 | 50.5 | 15.8 | 14.1 | 13.7 | 1.8 | 1.6 | 1.1 | 0.5 | 0.3 | 0.1 | <NA> | 0.4 |
48 | 가구원수별 | 4인 | 49.9 | 17.2 | 13.0 | 14.3 | 1.2 | 1.7 | 1.7 | 0.3 | 0.1 | <NA> | <NA> | 0.6 |
49 | 가구원수별 | 5인 이상 | 47.7 | 16.3 | 10.8 | 19.4 | 2.6 | 1.7 | 1.2 | <NA> | <NA> | <NA> | <NA> | 0.1 |