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/d0754d65-fc4d-4165-b6d5-9906f9665e4a |
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 |
SOC is highly overall correlated with 공급_전압 | High correlation |
공급_전압 is highly overall correlated with SOC | High correlation |
충전_일시 has unique values | Unique |
공급_전류 has 2 (6.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 14:08:14.528138 |
---|---|
Analysis finished | 2023-12-10 14:08:16.774281 |
Duration | 2.25 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 | 2023-04-03 11:01:40 |
---|---|
Maximum | 2023-04-09 10:39:18 |
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)
HIGH CORRELATION
 
Distinct | 19 |
---|---|
Distinct (%) | 63.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 84.533333 |
Minimum | 54 |
---|---|
Maximum | 100 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 54 |
---|---|
5-th percentile | 74 |
Q1 | 75 |
median | 86.5 |
Q3 | 92.75 |
95-th percentile | 97 |
Maximum | 100 |
Range | 46 |
Interquartile range (IQR) | 17.75 |
Descriptive statistics
Standard deviation | 10.28133 |
---|---|
Coefficient of variation (CV) | 0.12162457 |
Kurtosis | 0.91938064 |
Mean | 84.533333 |
Median Absolute Deviation (MAD) | 8.5 |
Skewness | -0.79723105 |
Sum | 2536 |
Variance | 105.70575 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
74 | 4 | |
75 | 4 | |
90 | 2 | 6.7% |
88 | 2 | 6.7% |
95 | 2 | 6.7% |
86 | 2 | 6.7% |
97 | 2 | 6.7% |
94 | 1 | 3.3% |
92 | 1 | 3.3% |
79 | 1 | 3.3% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
54 | 1 | 3.3% |
74 | 4 | |
75 | 4 | |
77 | 1 | 3.3% |
79 | 1 | 3.3% |
82 | 1 | 3.3% |
85 | 1 | 3.3% |
86 | 2 | |
87 | 1 | 3.3% |
88 | 2 |
Value | Count | Frequency (%) |
100 | 1 | |
97 | 2 | |
96 | 1 | |
95 | 2 | |
94 | 1 | |
93 | 1 | |
92 | 1 | |
90 | 2 | |
89 | 1 | |
88 | 2 |
공급_전압
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 80.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 732.73333 |
Minimum | 1 |
---|---|
Maximum | 809 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 348.45 |
Q1 | 769.25 |
median | 790 |
Q3 | 799 |
95-th percentile | 806.55 |
Maximum | 809 |
Range | 808 |
Interquartile range (IQR) | 29.75 |
Descriptive statistics
Standard deviation | 196.79605 |
---|---|
Coefficient of variation (CV) | 0.26857799 |
Kurtosis | 11.91606 |
Mean | 732.73333 |
Median Absolute Deviation (MAD) | 14.5 |
Skewness | -3.5988693 |
Sum | 21982 |
Variance | 38728.685 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
790 | 3 | 10.0% |
805 | 2 | 6.7% |
792 | 2 | 6.7% |
745 | 2 | 6.7% |
794 | 2 | 6.7% |
809 | 1 | 3.3% |
778 | 1 | 3.3% |
1 | 1 | 3.3% |
804 | 1 | 3.3% |
24 | 1 | 3.3% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
1 | 1 | |
24 | 1 | |
745 | 2 | |
746 | 1 | |
750 | 1 | |
751 | 1 | |
768 | 1 | |
773 | 1 | |
775 | 1 | |
778 | 1 |
Value | Count | Frequency (%) |
809 | 1 | |
807 | 1 | |
806 | 1 | |
805 | 2 | |
804 | 1 | |
801 | 1 | |
800 | 1 | |
796 | 1 | |
794 | 2 | |
792 | 2 |
공급_전류
Real number (ℝ)
ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 56.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 70.333333 |
Minimum | 0 |
---|---|
Maximum | 127 |
Zeros | 2 |
Zeros (%) | 6.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.9 |
Q1 | 51 |
median | 65.5 |
Q3 | 117 |
95-th percentile | 124 |
Maximum | 127 |
Range | 127 |
Interquartile range (IQR) | 66 |
Descriptive statistics
Standard deviation | 45.967255 |
---|---|
Coefficient of variation (CV) | 0.65356286 |
Kurtosis | -1.2806753 |
Mean | 70.333333 |
Median Absolute Deviation (MAD) | 51.5 |
Skewness | -0.3256994 |
Sum | 2110 |
Variance | 2112.9885 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
58 | 4 | |
57 | 3 | |
124 | 3 | |
4 | 2 | 6.7% |
119 | 2 | 6.7% |
0 | 2 | 6.7% |
105 | 2 | 6.7% |
117 | 2 | 6.7% |
73 | 2 | 6.7% |
3 | 1 | 3.3% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0 | 2 | |
2 | 1 | 3.3% |
3 | 1 | 3.3% |
4 | 2 | |
5 | 1 | 3.3% |
49 | 1 | 3.3% |
57 | 3 | |
58 | 4 | |
73 | 2 | |
86 | 1 | 3.3% |
Value | Count | Frequency (%) |
127 | 1 | 3.3% |
124 | 3 | |
123 | 1 | 3.3% |
119 | 2 | |
117 | 2 | |
105 | 2 | |
104 | 1 | 3.3% |
86 | 1 | 3.3% |
73 | 2 | |
58 | 4 |
비고
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
2023-07-05 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 | 2023-07-05 전기차 배터리 상태 이력 |
---|---|
2nd row | 2023-07-05 전기차 배터리 상태 이력 |
3rd row | 2023-07-05 전기차 배터리 상태 이력 |
4th row | 2023-07-05 전기차 배터리 상태 이력 |
5th row | 2023-07-05 전기차 배터리 상태 이력 |
Common Values
Value | Count | Frequency (%) |
2023-07-05 전기차 배터리 상태 이력 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-07-05 | 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 |
2023-07-05 12:11:37 |
---|
Length
Max length | 19 |
---|---|
Median length | 19 |
Mean length | 19 |
Min length | 19 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-07-05 12:11:37 |
---|---|
2nd row | 2023-07-05 12:11:37 |
3rd row | 2023-07-05 12:11:37 |
4th row | 2023-07-05 12:11:37 |
5th row | 2023-07-05 12:11:37 |
Common Values
Value | Count | Frequency (%) |
2023-07-05 12:11:37 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-07-05 | 30 | |
12:11:37 | 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 | 0.715 |
공급_전압 | 1.000 | 0.000 | 1.000 | 0.195 |
공급_전류 | 1.000 | 0.715 | 0.195 | 1.000 |
SOC | 공급_전압 | 공급_전류 | |
---|---|---|---|
SOC | 1.000 | 0.615 | -0.149 |
공급_전압 | 0.615 | 1.000 | 0.324 |
공급_전류 | -0.149 | 0.324 | 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 | 2023-04-04 10:31:26 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 74 | 746 | 4 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
1 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 11:04:39 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 85 | 794 | 105 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
2 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 16:26:21 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 74 | 751 | 4 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
3 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 19:54:12 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 97 | 805 | 73 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
4 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 11:16:20 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 92 | 801 | 57 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
5 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-04 10:32:05 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 75 | 768 | 124 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
6 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-04 10:50:23 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 90 | 792 | 58 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
7 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-09 10:39:18 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 94 | 806 | 58 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
8 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 16:26:20 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 74 | 750 | 2 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
9 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 16:26:18 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 95 | 807 | 119 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
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 | 2023-04-03 19:36:07 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 88 | 792 | 49 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
21 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 22:10:30 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 86 | 773 | 5 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
22 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 19:54:20 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 97 | 805 | 73 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
23 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-06 17:59:49 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 54 | 745 | 123 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
24 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 22:10:08 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 100 | 24 | 0 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
25 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-05 07:42:46 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 89 | 790 | 57 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
26 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 11:17:20 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 93 | 804 | 58 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
27 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-03 19:26:07 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 95 | 1 | 0 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
28 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-04 10:48:21 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 88 | 790 | 57 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |
29 | 009d5ab8beac1990d82081ca2f661f0a85ddb5def46e094bc1d89e786d3bad0f | 2023-04-06 09:56:25 | HYD | ELEC-CITY-326 | 2019-10-28 | 256 | 0 | 1 | 75 | 778 | 104 | 2023-07-05 전기차 배터리 상태 이력 | 2023-07-05 12:11:37 |