Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 22 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 75.0 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 2 |
Text | 1 |
Dataset
Description | 인천광역시 미추홀구에 등록되어 있는 차량에 대한 데이터로 연료별, 용도별,차종별로 등록된 차량에 관한 정보를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/15060812/fileData.do |
시군구명 has constant value "" | Constant |
연번 is highly overall correlated with 특수 | High correlation |
승합 is highly overall correlated with 화물 and 1 other fields | High correlation |
화물 is highly overall correlated with 승합 and 1 other fields | High correlation |
특수 is highly overall correlated with 연번 and 2 other fields | High correlation |
연번 has unique values | Unique |
승용 has 2 (9.1%) zeros | Zeros |
승합 has 12 (54.5%) zeros | Zeros |
화물 has 11 (50.0%) zeros | Zeros |
특수 has 17 (77.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 04:29:32.062410 |
---|---|
Analysis finished | 2023-12-12 04:29:35.437529 |
Duration | 3.38 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.5 |
Minimum | 1 |
---|---|
Maximum | 22 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.05 |
Q1 | 6.25 |
median | 11.5 |
Q3 | 16.75 |
95-th percentile | 20.95 |
Maximum | 22 |
Range | 21 |
Interquartile range (IQR) | 10.5 |
Descriptive statistics
Standard deviation | 6.4935866 |
---|---|
Coefficient of variation (CV) | 0.5646597 |
Kurtosis | -1.2 |
Mean | 11.5 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | 0 |
Sum | 253 |
Variance | 42.166667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 4.5% |
13 | 1 | 4.5% |
22 | 1 | 4.5% |
21 | 1 | 4.5% |
20 | 1 | 4.5% |
19 | 1 | 4.5% |
18 | 1 | 4.5% |
17 | 1 | 4.5% |
16 | 1 | 4.5% |
15 | 1 | 4.5% |
Other values (12) | 12 |
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 (%) |
22 | 1 | |
21 | 1 | |
20 | 1 | |
19 | 1 | |
18 | 1 | |
17 | 1 | |
16 | 1 | |
15 | 1 | |
14 | 1 | |
13 | 1 |
시군구명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
미추홀구 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 미추홀구 |
---|---|
2nd row | 미추홀구 |
3rd row | 미추홀구 |
4th row | 미추홀구 |
5th row | 미추홀구 |
Common Values
Value | Count | Frequency (%) |
미추홀구 | 22 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
미추홀구 | 22 |
연료별
Text
Distinct | 12 |
---|---|
Distinct (%) | 54.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
Value | Count | Frequency (%) |
cng | 2 | |
경유 | 2 | |
기타연료 | 2 | |
수소 | 2 | |
엘피지 | 2 | |
전기 | 2 | |
하이브리드(경유+전기 | 2 | |
하이브리드(휘발유+전기 | 2 | |
휘발유 | 2 | |
휘발유(무연 | 2 | |
Other values (2) | 2 |
Most occurring characters
Value | Count | Frequency (%) |
유 | 12 | 9.8% |
기 | 9 | 7.4% |
( | 8 | 6.6% |
) | 8 | 6.6% |
전 | 7 | 5.7% |
휘 | 7 | 5.7% |
발 | 7 | 5.7% |
연 | 5 | 4.1% |
브 | 5 | 4.1% |
+ | 5 | 4.1% |
Other values (18) | 49 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 92 | |
Uppercase Letter | 9 | 7.4% |
Open Punctuation | 8 | 6.6% |
Close Punctuation | 8 | 6.6% |
Math Symbol | 5 | 4.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
유 | 12 | |
기 | 9 | 9.8% |
전 | 7 | 7.6% |
휘 | 7 | 7.6% |
발 | 7 | 7.6% |
연 | 5 | 5.4% |
브 | 5 | 5.4% |
드 | 5 | 5.4% |
리 | 5 | 5.4% |
하 | 5 | 5.4% |
Other values (10) | 25 |
Uppercase Letter
Value | Count | Frequency (%) |
G | 3 | |
C | 2 | |
N | 2 | |
L | 1 | 11.1% |
P | 1 | 11.1% |
Open Punctuation
Value | Count | Frequency (%) |
( | 8 |
Close Punctuation
Value | Count | Frequency (%) |
) | 8 |
Math Symbol
Value | Count | Frequency (%) |
+ | 5 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 92 | |
Common | 21 | 17.2% |
Latin | 9 | 7.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
유 | 12 | |
기 | 9 | 9.8% |
전 | 7 | 7.6% |
휘 | 7 | 7.6% |
발 | 7 | 7.6% |
연 | 5 | 5.4% |
브 | 5 | 5.4% |
드 | 5 | 5.4% |
리 | 5 | 5.4% |
하 | 5 | 5.4% |
Other values (10) | 25 |
Latin
Value | Count | Frequency (%) |
G | 3 | |
C | 2 | |
N | 2 | |
L | 1 | 11.1% |
P | 1 | 11.1% |
Common
Value | Count | Frequency (%) |
( | 8 | |
) | 8 | |
+ | 5 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 92 | |
ASCII | 30 | 24.6% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
유 | 12 | |
기 | 9 | 9.8% |
전 | 7 | 7.6% |
휘 | 7 | 7.6% |
발 | 7 | 7.6% |
연 | 5 | 5.4% |
브 | 5 | 5.4% |
드 | 5 | 5.4% |
리 | 5 | 5.4% |
하 | 5 | 5.4% |
Other values (10) | 25 |
ASCII
Value | Count | Frequency (%) |
( | 8 | |
) | 8 | |
+ | 5 | |
G | 3 | 10.0% |
C | 2 | 6.7% |
N | 2 | 6.7% |
L | 1 | 3.3% |
P | 1 | 3.3% |
용도별
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
비사업용 | |
---|---|
사업용 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.5454545 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 비사업용 |
---|---|
2nd row | 사업용 |
3rd row | 비사업용 |
4th row | 사업용 |
5th row | 비사업용 |
Common Values
Value | Count | Frequency (%) |
비사업용 | 12 | |
사업용 | 10 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
비사업용 | 12 | |
사업용 | 10 |
승용
Real number (ℝ)
ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 86.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6553 |
Minimum | 0 |
---|---|
Maximum | 52885 |
Zeros | 2 |
Zeros (%) | 9.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.1 |
Q1 | 27 |
median | 144.5 |
Q3 | 2235.5 |
95-th percentile | 38736.45 |
Maximum | 52885 |
Range | 52885 |
Interquartile range (IQR) | 2208.5 |
Descriptive statistics
Standard deviation | 14540.305 |
---|---|
Coefficient of variation (CV) | 2.2188776 |
Kurtosis | 5.1395381 |
Mean | 6553 |
Median Absolute Deviation (MAD) | 143.5 |
Skewness | 2.4376276 |
Sum | 144166 |
Variance | 2.1142047 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
27 | 2 | 9.1% |
2 | 2 | 9.1% |
0 | 2 | 9.1% |
521 | 1 | 4.5% |
71 | 1 | 4.5% |
248 | 1 | 4.5% |
52885 | 1 | 4.5% |
40 | 1 | 4.5% |
30100 | 1 | 4.5% |
8120 | 1 | 4.5% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
0 | 2 | |
2 | 2 | |
3 | 1 | |
27 | 2 | |
40 | 1 | |
71 | 1 | |
92 | 1 | |
136 | 1 | |
153 | 1 | |
248 | 1 |
Value | Count | Frequency (%) |
52885 | 1 | |
39191 | 1 | |
30100 | 1 | |
8440 | 1 | |
8120 | 1 | |
2649 | 1 | |
995 | 1 | |
521 | 1 | |
464 | 1 | |
248 | 1 |
승합
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 9 |
---|---|
Distinct (%) | 40.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 236.27273 |
Minimum | 0 |
---|---|
Maximum | 3874 |
Zeros | 12 |
Zeros (%) | 54.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 26.25 |
95-th percentile | 652.55 |
Maximum | 3874 |
Range | 3874 |
Interquartile range (IQR) | 26.25 |
Descriptive statistics
Standard deviation | 830.03214 |
---|---|
Coefficient of variation (CV) | 3.5130256 |
Kurtosis | 19.923531 |
Mean | 236.27273 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.3970652 |
Sum | 5198 |
Variance | 688953.35 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 3 | 13.6% |
44 | 1 | 4.5% |
3874 | 1 | 4.5% |
79 | 1 | 4.5% |
661 | 1 | 4.5% |
492 | 1 | 4.5% |
15 | 1 | 4.5% |
30 | 1 | 4.5% |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 3 | 13.6% |
15 | 1 | 4.5% |
30 | 1 | 4.5% |
44 | 1 | 4.5% |
79 | 1 | 4.5% |
492 | 1 | 4.5% |
661 | 1 | 4.5% |
3874 | 1 | 4.5% |
Value | Count | Frequency (%) |
3874 | 1 | 4.5% |
661 | 1 | 4.5% |
492 | 1 | 4.5% |
79 | 1 | 4.5% |
44 | 1 | 4.5% |
30 | 1 | 4.5% |
15 | 1 | 4.5% |
1 | 3 | 13.6% |
0 | 12 |
화물
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 12 |
---|---|
Distinct (%) | 54.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 994.86364 |
Minimum | 0 |
---|---|
Maximum | 15685 |
Zeros | 11 |
Zeros (%) | 50.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 1.5 |
Q3 | 242 |
95-th percentile | 2708.7 |
Maximum | 15685 |
Range | 15685 |
Interquartile range (IQR) | 242 |
Descriptive statistics
Standard deviation | 3346.5337 |
---|---|
Coefficient of variation (CV) | 3.3638115 |
Kurtosis | 20.074348 |
Mean | 994.86364 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 4.4173996 |
Sum | 21887 |
Variance | 11199288 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 11 | |
3 | 1 | 4.5% |
15685 | 1 | 4.5% |
2771 | 1 | 4.5% |
356 | 1 | 4.5% |
1525 | 1 | 4.5% |
821 | 1 | 4.5% |
106 | 1 | 4.5% |
252 | 1 | 4.5% |
212 | 1 | 4.5% |
Other values (2) | 2 | 9.1% |
Value | Count | Frequency (%) |
0 | 11 | |
3 | 1 | 4.5% |
35 | 1 | 4.5% |
106 | 1 | 4.5% |
121 | 1 | 4.5% |
212 | 1 | 4.5% |
252 | 1 | 4.5% |
356 | 1 | 4.5% |
821 | 1 | 4.5% |
1525 | 1 | 4.5% |
Value | Count | Frequency (%) |
15685 | 1 | |
2771 | 1 | |
1525 | 1 | |
821 | 1 | |
356 | 1 | |
252 | 1 | |
212 | 1 | |
121 | 1 | |
106 | 1 | |
35 | 1 |
특수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 27.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 57.863636 |
Minimum | 0 |
---|---|
Maximum | 880 |
Zeros | 17 |
Zeros (%) | 77.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 316.15 |
Maximum | 880 |
Range | 880 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 196.69902 |
---|---|
Coefficient of variation (CV) | 3.3993546 |
Kurtosis | 16.11096 |
Mean | 57.863636 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.9387192 |
Sum | 1273 |
Variance | 38690.504 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 17 | |
330 | 1 | 4.5% |
880 | 1 | 4.5% |
53 | 1 | 4.5% |
4 | 1 | 4.5% |
6 | 1 | 4.5% |
Value | Count | Frequency (%) |
0 | 17 | |
4 | 1 | 4.5% |
6 | 1 | 4.5% |
53 | 1 | 4.5% |
330 | 1 | 4.5% |
880 | 1 | 4.5% |
Value | Count | Frequency (%) |
880 | 1 | 4.5% |
330 | 1 | 4.5% |
53 | 1 | 4.5% |
6 | 1 | 4.5% |
4 | 1 | 4.5% |
0 | 17 |
연번 | 연료별 | 용도별 | 승용 | 승합 | 화물 | 특수 | |
---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.902 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
연료별 | 0.902 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
용도별 | 0.000 | 0.000 | 1.000 | 0.228 | 0.128 | 0.025 | 0.025 |
승용 | 0.000 | 0.000 | 0.228 | 1.000 | 0.725 | 0.660 | 0.660 |
승합 | 0.000 | 0.000 | 0.128 | 0.725 | 1.000 | 0.928 | 0.928 |
화물 | 0.000 | 0.000 | 0.025 | 0.660 | 0.928 | 1.000 | 1.000 |
특수 | 0.000 | 0.000 | 0.025 | 0.660 | 0.928 | 1.000 | 1.000 |
연번 | 승용 | 승합 | 화물 | 특수 | 용도별 | |
---|---|---|---|---|---|---|
연번 | 1.000 | 0.302 | -0.408 | -0.475 | -0.531 | 0.000 |
승용 | 0.302 | 1.000 | 0.269 | 0.295 | 0.007 | 0.239 |
승합 | -0.408 | 0.269 | 1.000 | 0.586 | 0.619 | 0.195 |
화물 | -0.475 | 0.295 | 0.586 | 1.000 | 0.776 | 0.000 |
특수 | -0.531 | 0.007 | 0.619 | 0.776 | 1.000 | 0.000 |
용도별 | 0.000 | 0.239 | 0.195 | 0.000 | 0.000 | 1.000 |
연번 | 시군구명 | 연료별 | 용도별 | 승용 | 승합 | 화물 | 특수 | |
---|---|---|---|---|---|---|---|---|
0 | 1 | 미추홀구 | CNG | 비사업용 | 27 | 1 | 3 | 0 |
1 | 2 | 미추홀구 | CNG | 사업용 | 0 | 44 | 0 | 0 |
2 | 3 | 미추홀구 | 경유 | 비사업용 | 39191 | 3874 | 15685 | 330 |
3 | 4 | 미추홀구 | 경유 | 사업용 | 136 | 79 | 2771 | 880 |
4 | 5 | 미추홀구 | 기타연료 | 비사업용 | 2 | 661 | 356 | 53 |
5 | 6 | 미추홀구 | 기타연료 | 사업용 | 0 | 0 | 1525 | 4 |
6 | 7 | 미추홀구 | 수소 | 비사업용 | 153 | 0 | 0 | 0 |
7 | 8 | 미추홀구 | 수소 | 사업용 | 2 | 0 | 0 | 0 |
8 | 9 | 미추홀구 | 엘피지 | 비사업용 | 8440 | 492 | 821 | 6 |
9 | 10 | 미추홀구 | 엘피지 | 사업용 | 2649 | 1 | 106 | 0 |
연번 | 시군구명 | 연료별 | 용도별 | 승용 | 승합 | 화물 | 특수 | |
---|---|---|---|---|---|---|---|---|
12 | 13 | 미추홀구 | 하이브리드(LPG+전기) | 비사업용 | 92 | 0 | 0 | 0 |
13 | 14 | 미추홀구 | 하이브리드(경유+전기) | 비사업용 | 521 | 0 | 0 | 0 |
14 | 15 | 미추홀구 | 하이브리드(경유+전기) | 사업용 | 3 | 0 | 0 | 0 |
15 | 16 | 미추홀구 | 하이브리드(휘발유+전기) | 비사업용 | 8120 | 0 | 0 | 0 |
16 | 17 | 미추홀구 | 하이브리드(휘발유+전기) | 사업용 | 27 | 0 | 0 | 0 |
17 | 18 | 미추홀구 | 휘발유 | 비사업용 | 30100 | 15 | 121 | 0 |
18 | 19 | 미추홀구 | 휘발유 | 사업용 | 40 | 0 | 0 | 0 |
19 | 20 | 미추홀구 | 휘발유(무연) | 비사업용 | 52885 | 30 | 35 | 0 |
20 | 21 | 미추홀구 | 휘발유(무연) | 사업용 | 248 | 1 | 0 | 0 |
21 | 22 | 미추홀구 | 휘발유(유연) | 비사업용 | 71 | 0 | 0 | 0 |