Dataset statistics
Number of variables | 13 |
---|---|
Number of observations | 30 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.4 KiB |
Average record size in memory | 114.4 B |
Variable types
Categorical | 9 |
---|---|
DateTime | 1 |
Numeric | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 펌프킨 |
URL | https://bigdata-region.kr/#/dataset/e7e9163c-5434-4a7d-90fc-fcfbd27bd7d8 |
차량_번호 has constant value "" | Constant |
차량_제조사 has constant value "" | Constant |
차량_모델 has constant value "" | Constant |
출고_일자 has constant value "" | Constant |
배터리_용량 has constant value "" | Constant |
배터리_전압 has constant value "" | Constant |
배터리_팩_수 has constant value "" | Constant |
비고 has constant value "" | Constant |
생산_일시 has constant value "" | Constant |
충전_일시 has unique values | Unique |
공급_전압 has 2 (6.7%) zeros | Zeros |
공급_전류 has 4 (13.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 14:03:14.068945 |
---|---|
Analysis finished | 2023-12-10 14:03:16.444197 |
Duration | 2.38 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
차량_번호
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 |
충전_일시
Date
UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
Minimum | 2023-07-01 09:00:24 |
---|---|
Maximum | 2023-07-09 16:17:19 |
차량_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 |
차량_모델
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
ELEC-CITY-326 |
---|
Length
Max length | 13 |
---|---|
Median length | 13 |
Mean length | 13 |
Min length | 13 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ELEC-CITY-326 |
---|---|
2nd row | ELEC-CITY-326 |
3rd row | ELEC-CITY-326 |
4th row | ELEC-CITY-326 |
5th row | ELEC-CITY-326 |
Common Values
Value | Count | Frequency (%) |
ELEC-CITY-326 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
elec-city-326 | 30 |
출고_일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
2019-10-28 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2019-10-28 |
---|---|
2nd row | 2019-10-28 |
3rd row | 2019-10-28 |
4th row | 2019-10-28 |
5th row | 2019-10-28 |
Common Values
Value | Count | Frequency (%) |
2019-10-28 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2019-10-28 | 30 |
배터리_용량
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
256 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 256 |
---|---|
2nd row | 256 |
3rd row | 256 |
4th row | 256 |
5th row | 256 |
Common Values
Value | Count | Frequency (%) |
256 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
256 | 30 |
배터리_전압
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 |
배터리_팩_수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 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 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 30 |
SOC
Real number (ℝ)
Distinct | 14 |
---|---|
Distinct (%) | 46.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 91.2 |
Minimum | 58 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 58 |
---|---|
5-th percentile | 74 |
Q1 | 89.25 |
median | 92 |
Q3 | 97 |
95-th percentile | 98.55 |
Maximum | 100 |
Range | 42 |
Interquartile range (IQR) | 7.75 |
Descriptive statistics
Standard deviation | 9.075925 |
---|---|
Coefficient of variation (CV) | 0.099516721 |
Kurtosis | 7.3648857 |
Mean | 91.2 |
Median Absolute Deviation (MAD) | 3.5 |
Skewness | -2.5493953 |
Sum | 2736 |
Variance | 82.372414 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
95 | 5 | |
98 | 5 | |
91 | 3 | |
92 | 3 | |
97 | 2 | 6.7% |
88 | 2 | 6.7% |
90 | 2 | 6.7% |
89 | 2 | 6.7% |
99 | 1 | 3.3% |
87 | 1 | 3.3% |
Other values (4) | 4 |
Value | Count | Frequency (%) |
58 | 1 | 3.3% |
65 | 1 | 3.3% |
85 | 1 | 3.3% |
87 | 1 | 3.3% |
88 | 2 | 6.7% |
89 | 2 | 6.7% |
90 | 2 | 6.7% |
91 | 3 | |
92 | 3 | |
95 | 5 |
Value | Count | Frequency (%) |
100 | 1 | 3.3% |
99 | 1 | 3.3% |
98 | 5 | |
97 | 2 | 6.7% |
95 | 5 | |
92 | 3 | |
91 | 3 | |
90 | 2 | 6.7% |
89 | 2 | 6.7% |
88 | 2 | 6.7% |
공급_전압
Real number (ℝ)
ZEROS
 
Distinct | 21 |
---|---|
Distinct (%) | 70.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 653.76667 |
Minimum | 0 |
---|---|
Maximum | 812 |
Zeros | 2 |
Zeros (%) | 6.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.45 |
Q1 | 769.5 |
median | 793 |
Q3 | 797 |
95-th percentile | 804.1 |
Maximum | 812 |
Range | 812 |
Interquartile range (IQR) | 27.5 |
Descriptive statistics
Standard deviation | 291.33245 |
---|---|
Coefficient of variation (CV) | 0.44562146 |
Kurtosis | 1.4016829 |
Mean | 653.76667 |
Median Absolute Deviation (MAD) | 6 |
Skewness | -1.7838339 |
Sum | 19613 |
Variance | 84874.599 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
793 | 4 | 13.3% |
798 | 3 | 10.0% |
0 | 2 | 6.7% |
796 | 2 | 6.7% |
794 | 2 | 6.7% |
797 | 2 | 6.7% |
803 | 1 | 3.3% |
771 | 1 | 3.3% |
800 | 1 | 3.3% |
769 | 1 | 3.3% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
0 | 2 | |
1 | 1 | |
38 | 1 | |
85 | 1 | |
507 | 1 | |
743 | 1 | |
769 | 1 | |
771 | 1 | |
776 | 1 | |
777 | 1 |
Value | Count | Frequency (%) |
812 | 1 | 3.3% |
805 | 1 | 3.3% |
803 | 1 | 3.3% |
800 | 1 | 3.3% |
798 | 3 | |
797 | 2 | |
796 | 2 | |
795 | 1 | 3.3% |
794 | 2 | |
793 | 4 |
공급_전류
Real number (ℝ)
ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 48.466667 |
Minimum | 0 |
---|---|
Maximum | 149 |
Zeros | 4 |
Zeros (%) | 13.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4 |
median | 49 |
Q3 | 68 |
95-th percentile | 122.55 |
Maximum | 149 |
Range | 149 |
Interquartile range (IQR) | 64 |
Descriptive statistics
Standard deviation | 47.393244 |
---|---|
Coefficient of variation (CV) | 0.97785234 |
Kurtosis | -0.8672905 |
Mean | 48.466667 |
Median Absolute Deviation (MAD) | 44.5 |
Skewness | 0.61311922 |
Sum | 1454 |
Variance | 2246.1195 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4 | 13.3% |
4 | 4 | 13.3% |
68 | 2 | 6.7% |
50 | 2 | 6.7% |
120 | 2 | 6.7% |
5 | 2 | 6.7% |
118 | 1 | 3.3% |
61 | 1 | 3.3% |
48 | 1 | 3.3% |
149 | 1 | 3.3% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
0 | 4 | |
2 | 1 | 3.3% |
4 | 4 | |
5 | 2 | |
8 | 1 | 3.3% |
11 | 1 | 3.3% |
40 | 1 | 3.3% |
48 | 1 | 3.3% |
50 | 2 | |
60 | 1 | 3.3% |
Value | Count | Frequency (%) |
149 | 1 | |
123 | 1 | |
122 | 1 | |
120 | 2 | |
118 | 1 | |
81 | 1 | |
68 | 2 | |
67 | 1 | |
62 | 1 | |
61 | 1 |
비고
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
2023-10-12 전기차 배터리 상태 이력 |
---|
Length
Max length | 24 |
---|---|
Median length | 24 |
Mean length | 24 |
Min length | 24 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-10-12 전기차 배터리 상태 이력 |
---|---|
2nd row | 2023-10-12 전기차 배터리 상태 이력 |
3rd row | 2023-10-12 전기차 배터리 상태 이력 |
4th row | 2023-10-12 전기차 배터리 상태 이력 |
5th row | 2023-10-12 전기차 배터리 상태 이력 |
Common Values
Value | Count | Frequency (%) |
2023-10-12 전기차 배터리 상태 이력 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-10-12 | 30 | |
전기차 | 30 | |
배터리 | 30 | |
상태 | 30 | |
이력 | 30 |
생산_일시
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
2023-10-12 14:59:45 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-10-12 14:59:45 |
---|---|
2nd row | 2023-10-12 14:59:45 |
3rd row | 2023-10-12 14:59:45 |
4th row | 2023-10-12 14:59:45 |
5th row | 2023-10-12 14:59:45 |
Common Values
Value | Count | Frequency (%) |
2023-10-12 14:59:45 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-10-12 | 30 | |
14:59:45 | 30 |
충전_일시 | SOC | 공급_전압 | 공급_전류 | |
---|---|---|---|---|
충전_일시 | 1.000 | 1.000 | 1.000 | 1.000 |
SOC | 1.000 | 1.000 | 0.000 | 0.692 |
공급_전압 | 1.000 | 0.000 | 1.000 | 0.823 |
공급_전류 | 1.000 | 0.692 | 0.823 | 1.000 |
SOC | 공급_전압 | 공급_전류 | |
---|---|---|---|
SOC | 1.000 | 0.152 | -0.426 |
공급_전압 | 0.152 | 1.000 | 0.465 |
공급_전류 | -0.426 | 0.465 | 1.000 |
차량_번호 | 충전_일시 | 차량_제조사 | 차량_모델 | 출고_일자 | 배터리_용량 | 배터리_전압 | 배터리_팩_수 | SOC | 공급_전압 | 공급_전류 | 비고 | 생산_일시 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-01 11:57:39 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 95 | 803 | 118 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
1 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-01 11:42:39 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 99 | 507 | 40 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
2 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 08:31:13 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 95 | 0 | 0 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
3 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 10:56:10 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 91 | 793 | 68 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
4 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-06 10:09:59 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 98 | 85 | 4 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
5 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 11:08:03 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 97 | 796 | 8 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
6 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-05 07:19:17 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 87 | 777 | 4 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
7 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-04 07:46:50 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 58 | 743 | 123 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
8 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-05 07:20:12 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 88 | 794 | 81 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
9 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-01 11:52:19 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 92 | 798 | 60 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
차량_번호 | 충전_일시 | 차량_제조사 | 차량_모델 | 출고_일자 | 배터리_용량 | 배터리_전압 | 배터리_팩_수 | SOC | 공급_전압 | 공급_전류 | 비고 | 생산_일시 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-06 10:08:24 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 98 | 797 | 5 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
21 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 10:54:37 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 90 | 791 | 67 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
22 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 10:56:41 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 91 | 794 | 68 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
23 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 10:57:24 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 92 | 793 | 50 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
24 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 10:57:55 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 92 | 793 | 50 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
25 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-02 16:13:32 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 65 | 769 | 149 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
26 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-09 16:16:17 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 98 | 800 | 5 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
27 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-09 16:17:19 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 98 | 797 | 4 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
28 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-07 23:45:15 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 89 | 798 | 120 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |
29 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-07-08 19:31:50 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 91 | 793 | 48 | 2023-10-12 전기차 배터리 상태 이력 | 2023-10-12 14:59:45 |