Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 30 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.1 KiB |
Average record size in memory | 107.4 B |
Variable types
Categorical | 8 |
---|---|
DateTime | 1 |
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 펌프킨 |
URL | https://bigdata-region.kr/#/dataset/519c2ef2-5c0f-4540-8f8e-ca6647270c36 |
차량번호 has constant value "" | Constant |
제조사 has constant value "" | Constant |
모델명 has constant value "" | Constant |
출고일자 has constant value "" | Constant |
배터리용량 has constant value "" | Constant |
배터리전압값 has constant value "" | Constant |
총주행거리 has constant value "" | Constant |
SOH has constant value "" | Constant |
평균공급전압 is highly overall correlated with 평균공급전류 | High correlation |
평균공급전류 is highly overall correlated with 평균공급전압 | High correlation |
조회일시 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 14:00:49.277840 |
---|---|
Analysis finished | 2023-12-10 14:00:51.621754 |
Duration | 2.34 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
차량번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
---|
Length
Max length | 64 |
---|---|
Median length | 64 |
Mean length | 64 |
Min length | 64 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
---|---|
2nd row | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
3rd row | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
4th row | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
5th row | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f |
Common Values
Value | Count | Frequency (%) |
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 30 |
조회일시
Date
UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
Minimum | 2021-08-02 15:36:14 |
---|---|
Maximum | 2021-08-31 18:47:42 |
제조사
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
HYD |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | HYD |
---|---|
2nd row | HYD |
3rd row | HYD |
4th row | HYD |
5th row | HYD |
Common Values
Value | Count | Frequency (%) |
HYD | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
hyd | 30 |
모델명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
ELEC-CITY-240 |
---|
Length
Max length | 13 |
---|---|
Median length | 13 |
Mean length | 13 |
Min length | 13 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ELEC-CITY-240 |
---|---|
2nd row | ELEC-CITY-240 |
3rd row | ELEC-CITY-240 |
4th row | ELEC-CITY-240 |
5th row | ELEC-CITY-240 |
Common Values
Value | Count | Frequency (%) |
ELEC-CITY-240 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
elec-city-240 | 30 |
출고일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
9999-12-31 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 9999-12-31 |
---|---|
2nd row | 9999-12-31 |
3rd row | 9999-12-31 |
4th row | 9999-12-31 |
5th row | 9999-12-31 |
Common Values
Value | Count | Frequency (%) |
9999-12-31 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
9999-12-31 | 30 |
배터리용량
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
128 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 128 |
---|---|
2nd row | 128 |
3rd row | 128 |
4th row | 128 |
5th row | 128 |
Common Values
Value | Count | Frequency (%) |
128 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
128 | 30 |
배터리전압값
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 30 |
평균공급전압
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 23.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 733.186 |
Minimum | 728.55 |
---|---|
Maximum | 755.78 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 728.55 |
---|---|
5-th percentile | 728.55 |
Q1 | 728.55 |
median | 731.25 |
Q3 | 735 |
95-th percentile | 744.0975 |
Maximum | 755.78 |
Range | 27.23 |
Interquartile range (IQR) | 6.45 |
Descriptive statistics
Standard deviation | 6.1781275 |
---|---|
Coefficient of variation (CV) | 0.0084264123 |
Kurtosis | 7.5906978 |
Mean | 733.186 |
Median Absolute Deviation (MAD) | 2.7 |
Skewness | 2.6141693 |
Sum | 21995.58 |
Variance | 38.169259 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
728.55 | 9 | |
731.25 | 6 | |
735.0 | 6 | |
735.16 | 4 | |
731.1 | 3 | 10.0% |
755.78 | 1 | 3.3% |
751.41 | 1 | 3.3% |
Value | Count | Frequency (%) |
728.55 | 9 | |
731.1 | 3 | 10.0% |
731.25 | 6 | |
735.0 | 6 | |
735.16 | 4 | |
751.41 | 1 | 3.3% |
755.78 | 1 | 3.3% |
Value | Count | Frequency (%) |
755.78 | 1 | 3.3% |
751.41 | 1 | 3.3% |
735.16 | 4 | |
735.0 | 6 | |
731.25 | 6 | |
731.1 | 3 | 10.0% |
728.55 | 9 |
평균공급전류
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 23.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78.936333 |
Minimum | 76.76 |
---|---|
Maximum | 100.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 76.76 |
---|---|
5-th percentile | 76.76 |
Q1 | 76.76 |
median | 77.845 |
Q3 | 79.18 |
95-th percentile | 83.8785 |
Maximum | 100.8 |
Range | 24.04 |
Interquartile range (IQR) | 2.42 |
Descriptive statistics
Standard deviation | 4.6106986 |
---|---|
Coefficient of variation (CV) | 0.058410346 |
Kurtosis | 18.664291 |
Mean | 78.936333 |
Median Absolute Deviation (MAD) | 1.085 |
Skewness | 4.1366404 |
Sum | 2368.09 |
Variance | 21.258541 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
76.76 | 9 | |
78.54 | 6 | |
77.15 | 6 | |
79.18 | 4 | |
79.33 | 3 | 10.0% |
100.8 | 1 | 3.3% |
87.6 | 1 | 3.3% |
Value | Count | Frequency (%) |
76.76 | 9 | |
77.15 | 6 | |
78.54 | 6 | |
79.18 | 4 | |
79.33 | 3 | 10.0% |
87.6 | 1 | 3.3% |
100.8 | 1 | 3.3% |
Value | Count | Frequency (%) |
100.8 | 1 | 3.3% |
87.6 | 1 | 3.3% |
79.33 | 3 | 10.0% |
79.18 | 4 | |
78.54 | 6 | |
77.15 | 6 | |
76.76 | 9 |
총충전횟수
Real number (ℝ)
Distinct | 8 |
---|---|
Distinct (%) | 26.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.233333 |
Minimum | 2 |
---|---|
Maximum | 16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 9.45 |
Q1 | 10.25 |
median | 11.5 |
Q3 | 12 |
95-th percentile | 13.55 |
Maximum | 16 |
Range | 14 |
Interquartile range (IQR) | 1.75 |
Descriptive statistics
Standard deviation | 2.2388934 |
---|---|
Coefficient of variation (CV) | 0.19930802 |
Kurtosis | 10.024332 |
Mean | 11.233333 |
Median Absolute Deviation (MAD) | 0.5 |
Skewness | -2.1699073 |
Sum | 337 |
Variance | 5.0126437 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12 | 10 | |
11 | 7 | |
10 | 6 | |
13 | 3 | 10.0% |
16 | 1 | 3.3% |
2 | 1 | 3.3% |
9 | 1 | 3.3% |
14 | 1 | 3.3% |
Value | Count | Frequency (%) |
2 | 1 | 3.3% |
9 | 1 | 3.3% |
10 | 6 | |
11 | 7 | |
12 | 10 | |
13 | 3 | 10.0% |
14 | 1 | 3.3% |
16 | 1 | 3.3% |
Value | Count | Frequency (%) |
16 | 1 | 3.3% |
14 | 1 | 3.3% |
13 | 3 | 10.0% |
12 | 10 | |
11 | 7 | |
10 | 6 | |
9 | 1 | 3.3% |
2 | 1 | 3.3% |
총주행거리
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 30 |
SOH
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 30 |
조회일시 | 평균공급전압 | 평균공급전류 | 총충전횟수 | |
---|---|---|---|---|
조회일시 | 1.000 | 1.000 | 1.000 | 1.000 |
평균공급전압 | 1.000 | 1.000 | 0.974 | 0.570 |
평균공급전류 | 1.000 | 0.974 | 1.000 | 0.701 |
총충전횟수 | 1.000 | 0.570 | 0.701 | 1.000 |
평균공급전압 | 평균공급전류 | 총충전횟수 | |
---|---|---|---|
평균공급전압 | 1.000 | 0.687 | 0.165 |
평균공급전류 | 0.687 | 1.000 | 0.070 |
총충전횟수 | 0.165 | 0.070 | 1.000 |
차량번호 | 조회일시 | 제조사 | 모델명 | 출고일자 | 배터리용량 | 배터리전압값 | 평균공급전압 | 평균공급전류 | 총충전횟수 | 총주행거리 | SOH | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-21 06:56:11 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.25 | 78.54 | 12 | 0 | 0 |
1 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-25 21:34:33 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.25 | 78.54 | 13 | 0 | 0 |
2 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-12 19:06:15 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 10 | 0 | 0 |
3 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-19 18:41:51 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.16 | 79.18 | 12 | 0 | 0 |
4 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-27 12:27:43 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.0 | 77.15 | 10 | 0 | 0 |
5 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-08 17:36:37 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.16 | 79.18 | 12 | 0 | 0 |
6 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-18 11:00:21 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 11 | 0 | 0 |
7 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-02 15:36:14 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 16 | 0 | 0 |
8 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-24 21:49:22 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 12 | 0 | 0 |
9 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-10 14:33:56 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.1 | 79.33 | 10 | 0 | 0 |
차량번호 | 조회일시 | 제조사 | 모델명 | 출고일자 | 배터리용량 | 배터리전압값 | 평균공급전압 | 평균공급전류 | 총충전횟수 | 총주행거리 | SOH | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-20 18:21:43 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 12 | 0 | 0 |
21 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-11 14:17:29 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.1 | 79.33 | 11 | 0 | 0 |
22 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-19 21:24:18 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.25 | 78.54 | 12 | 0 | 0 |
23 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-14 00:05:19 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 751.41 | 87.6 | 13 | 0 | 0 |
24 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-15 17:11:54 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 731.25 | 78.54 | 9 | 0 | 0 |
25 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-26 12:51:23 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.16 | 79.18 | 14 | 0 | 0 |
26 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-21 17:25:02 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.0 | 77.15 | 12 | 0 | 0 |
27 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-25 07:51:47 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.0 | 77.15 | 13 | 0 | 0 |
28 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-30 16:12:29 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 728.55 | 76.76 | 10 | 0 | 0 |
29 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2021-08-03 23:04:18 | HYD | ELEC-CITY-240 | 9999-12-31 | 128 | 0 | 735.0 | 77.15 | 11 | 0 | 0 |