Dataset statistics
Number of variables | 32 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.7 MiB |
Average record size in memory | 288.0 B |
Variable types
Categorical | 27 |
---|---|
Text | 1 |
Numeric | 3 |
DateTime | 1 |
Dataset
Description | 파일 다운로드 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15965/S/1/datasetView.do |
기관 명 has constant value "" | Constant |
모델명 has constant value "" | Constant |
심야소등시작시간 has constant value "" | Constant |
심야소등시작분 has constant value "" | Constant |
심야소등해제분 has constant value "" | Constant |
디밍시1 has constant value "" | Constant |
디밍분1 has constant value "" | Constant |
디밍값1(%) has constant value "" | Constant |
디밍시2 has constant value "" | Constant |
디밍분2 has constant value "" | Constant |
디밍시3 has constant value "" | Constant |
디밍분3 has constant value "" | Constant |
디밍값3(%) has constant value "" | Constant |
현재디밍값(%) has constant value "" | Constant |
이상점등(정상:0, 고장:1) has constant value "" | Constant |
수동/강제상태(정상:0, 고장:1) has constant value "" | Constant |
지역ID is highly imbalanced (99.6%) | Imbalance |
소등편차 is highly imbalanced (80.2%) | Imbalance |
심야소등해제시간 is highly imbalanced (99.4%) | Imbalance |
심야소등적용기간 is highly imbalanced (99.4%) | Imbalance |
디밍값2(%) is highly imbalanced (99.0%) | Imbalance |
램프고장(정상:0, 고장:1) is highly imbalanced (99.5%) | Imbalance |
누전발생(정상:0, 고장:1) is highly imbalanced (99.7%) | Imbalance |
안정기고장(정상:0, 고장:1) is highly imbalanced (99.3%) | Imbalance |
깜빡거림(정상:0, 고장:1) is highly imbalanced (98.1%) | Imbalance |
현재전력값(W) has 4800 (48.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-17 23:30:08.088698 |
---|---|
Analysis finished | 2024-05-17 23:30:09.490815 |
Duration | 1.4 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기관 명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
강북구 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 강북구 |
---|---|
2nd row | 강북구 |
3rd row | 강북구 |
4th row | 강북구 |
5th row | 강북구 |
Common Values
Value | Count | Frequency (%) |
강북구 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
강북구 | 10000 |
모델명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
BMC-300S |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | BMC-300S |
---|---|
2nd row | BMC-300S |
3rd row | BMC-300S |
4th row | BMC-300S |
5th row | BMC-300S |
Common Values
Value | Count | Frequency (%) |
BMC-300S | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
bmc-300s | 10000 |
시리얼
Text
Distinct | 1946 |
---|---|
Distinct (%) | 19.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Length
Max length | 15 |
---|---|
Median length | 15 |
Mean length | 15 |
Min length | 15 |
Characters and Unicode
Total characters | 150000 |
---|---|
Distinct characters | 16 |
Distinct categories | 2 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 46 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 359369083303897 |
---|---|
2nd row | 359369084344908 |
3rd row | 019010d0000c780 |
4th row | 019010d00012289 |
5th row | 359369083431730 |
Value | Count | Frequency (%) |
019010d0000d786 | 12 | 0.1% |
019010d000083c9 | 12 | 0.1% |
019010d0000ca28 | 11 | 0.1% |
359369083516639 | 11 | 0.1% |
019010d0001227d | 11 | 0.1% |
019010d00003a30 | 11 | 0.1% |
019010d000050e7 | 11 | 0.1% |
019010d000050fb | 11 | 0.1% |
019010d0000d0c4 | 11 | 0.1% |
019010d0000d42b | 11 | 0.1% |
Other values (1936) | 9888 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 43643 | |
3 | 21679 | |
9 | 18795 | |
1 | 15141 | 10.1% |
5 | 9022 | 6.0% |
8 | 8361 | 5.6% |
6 | 7984 | 5.3% |
4 | 6492 | 4.3% |
d | 6226 | 4.2% |
2 | 4345 | 2.9% |
Other values (6) | 8312 | 5.5% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 138575 | |
Lowercase Letter | 11425 | 7.6% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 43643 | |
3 | 21679 | |
9 | 18795 | |
1 | 15141 | 10.9% |
5 | 9022 | 6.5% |
8 | 8361 | 6.0% |
6 | 7984 | 5.8% |
4 | 6492 | 4.7% |
2 | 4345 | 3.1% |
7 | 3113 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 6226 | |
e | 1389 | 12.2% |
f | 1119 | 9.8% |
a | 980 | 8.6% |
c | 971 | 8.5% |
b | 740 | 6.5% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 138575 | |
Latin | 11425 | 7.6% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 43643 | |
3 | 21679 | |
9 | 18795 | |
1 | 15141 | 10.9% |
5 | 9022 | 6.5% |
8 | 8361 | 6.0% |
6 | 7984 | 5.8% |
4 | 6492 | 4.7% |
2 | 4345 | 3.1% |
7 | 3113 | 2.2% |
Latin
Value | Count | Frequency (%) |
d | 6226 | |
e | 1389 | 12.2% |
f | 1119 | 9.8% |
a | 980 | 8.6% |
c | 971 | 8.5% |
b | 740 | 6.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 150000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 43643 | |
3 | 21679 | |
9 | 18795 | |
1 | 15141 | 10.1% |
5 | 9022 | 6.0% |
8 | 8361 | 5.6% |
6 | 7984 | 5.3% |
4 | 6492 | 4.3% |
d | 6226 | 4.2% |
2 | 4345 | 2.9% |
Other values (6) | 8312 | 5.5% |
접속간격
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
120 | |
---|---|
240 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 240 |
---|---|
2nd row | 240 |
3rd row | 120 |
4th row | 120 |
5th row | 240 |
Common Values
Value | Count | Frequency (%) |
120 | 5026 | |
240 | 4974 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
120 | 5026 | |
240 | 4974 |
수동유지
Real number (ℝ)
Distinct | 14 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.968 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 5 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 10 |
Q1 | 10 |
median | 10 |
Q3 | 10 |
95-th percentile | 10 |
Maximum | 30 |
Range | 30 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1.8530298 |
---|---|
Coefficient of variation (CV) | 0.18589785 |
Kurtosis | 80.84593 |
Mean | 9.968 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.9103242 |
Sum | 99680 |
Variance | 3.4337194 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 9721 | |
2 | 83 | 0.8% |
30 | 57 | 0.6% |
3 | 57 | 0.6% |
4 | 21 | 0.2% |
1 | 18 | 0.2% |
5 | 11 | 0.1% |
8 | 9 | 0.1% |
0 | 5 | 0.1% |
9 | 5 | 0.1% |
Other values (4) | 13 | 0.1% |
Value | Count | Frequency (%) |
0 | 5 | 0.1% |
1 | 18 | 0.2% |
2 | 83 | 0.8% |
3 | 57 | 0.6% |
4 | 21 | 0.2% |
5 | 11 | 0.1% |
6 | 5 | 0.1% |
8 | 9 | 0.1% |
9 | 5 | 0.1% |
10 | 9721 |
Value | Count | Frequency (%) |
30 | 57 | 0.6% |
20 | 3 | < 0.1% |
15 | 1 | < 0.1% |
11 | 4 | < 0.1% |
10 | 9721 | |
9 | 5 | 0.1% |
8 | 9 | 0.1% |
6 | 5 | 0.1% |
5 | 11 | 0.1% |
4 | 21 | 0.2% |
지역ID
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 | 3 |
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 | 9997 | |
2 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9997 | |
2 | 3 | < 0.1% |
점등편차
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -15.0788 |
Minimum | -45 |
---|---|
Maximum | -5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 10000 |
Negative (%) | 100.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | -45 |
---|---|
5-th percentile | -15 |
Q1 | -15 |
median | -15 |
Q3 | -15 |
95-th percentile | -15 |
Maximum | -5 |
Range | 40 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1.3966337 |
---|---|
Coefficient of variation (CV) | -0.092622336 |
Kurtosis | 376.31335 |
Mean | -15.0788 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -18.475423 |
Sum | -150788 |
Variance | 1.9505856 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15 | 9941 | |
-20 | 18 | 0.2% |
-45 | 17 | 0.2% |
-30 | 15 | 0.1% |
-17 | 4 | < 0.1% |
-5 | 4 | < 0.1% |
-10 | 1 | < 0.1% |
Value | Count | Frequency (%) |
-45 | 17 | 0.2% |
-30 | 15 | 0.1% |
-20 | 18 | 0.2% |
-17 | 4 | < 0.1% |
-15 | 9941 | |
-10 | 1 | < 0.1% |
-5 | 4 | < 0.1% |
Value | Count | Frequency (%) |
-5 | 4 | < 0.1% |
-10 | 1 | < 0.1% |
-15 | 9941 | |
-17 | 4 | < 0.1% |
-20 | 18 | 0.2% |
-30 | 15 | 0.1% |
-45 | 17 | 0.2% |
소등편차
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
15 | |
---|---|
5 | 734 |
13 | 12 |
30 | 3 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9266 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 15 |
---|---|
2nd row | 15 |
3rd row | 15 |
4th row | 15 |
5th row | 15 |
Common Values
Value | Count | Frequency (%) |
15 | 9251 | |
5 | 734 | 7.3% |
13 | 12 | 0.1% |
30 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 9251 | |
5 | 734 | 7.3% |
13 | 12 | 0.1% |
30 | 3 | < 0.1% |
심야소등시작시간
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
XX |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | XX |
---|---|
2nd row | XX |
3rd row | XX |
4th row | XX |
5th row | XX |
Common Values
Value | Count | Frequency (%) |
XX | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
xx | 10000 |
심야소등시작분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
심야소등해제시간
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
19 | 5 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.0005 |
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 | 9995 | |
19 | 5 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9995 | |
19 | 5 | < 0.1% |
심야소등해제분
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
심야소등적용기간
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1011231 | |
---|---|
6011231 | 5 |
12011231 | 2 |
Length
Max length | 8 |
---|---|
Median length | 7 |
Mean length | 7.0002 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1011231 |
---|---|
2nd row | 1011231 |
3rd row | 1011231 |
4th row | 1011231 |
5th row | 1011231 |
Common Values
Value | Count | Frequency (%) |
1011231 | 9993 | |
6011231 | 5 | 0.1% |
12011231 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1011231 | 9993 | |
6011231 | 5 | < 0.1% |
12011231 | 2 | < 0.1% |
디밍시1
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
XX |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | XX |
---|---|
2nd row | XX |
3rd row | XX |
4th row | XX |
5th row | XX |
Common Values
Value | Count | Frequency (%) |
XX | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
xx | 10000 |
디밍분1
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
디밍값1(%)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 10000 |
디밍시2
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
XX |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | XX |
---|---|
2nd row | XX |
3rd row | XX |
4th row | XX |
5th row | XX |
Common Values
Value | Count | Frequency (%) |
XX | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
xx | 10000 |
디밍분2
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
디밍값2(%)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
30 | 9 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9991 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 9991 | |
30 | 9 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9991 | |
30 | 9 | 0.1% |
디밍시3
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
XX |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | XX |
---|---|
2nd row | XX |
3rd row | XX |
4th row | XX |
5th row | XX |
Common Values
Value | Count | Frequency (%) |
XX | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
xx | 10000 |
디밍분3
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
디밍값3(%)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 10000 |
현재디밍값(%)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 10000 |
현재전력값(W)
Real number (ℝ)
ZEROS
 
Distinct | 121 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.7451 |
Minimum | 0 |
---|---|
Maximum | 220 |
Zeros | 4800 |
Zeros (%) | 48.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 26 |
Q3 | 51 |
95-th percentile | 99 |
Maximum | 220 |
Range | 220 |
Interquartile range (IQR) | 51 |
Descriptive statistics
Standard deviation | 31.942175 |
---|---|
Coefficient of variation (CV) | 1.1512727 |
Kurtosis | 1.4403202 |
Mean | 27.7451 |
Median Absolute Deviation (MAD) | 26 |
Skewness | 1.1104766 |
Sum | 277451 |
Variance | 1020.3026 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4800 | |
52 | 594 | 5.9% |
51 | 472 | 4.7% |
47 | 420 | 4.2% |
50 | 419 | 4.2% |
26 | 345 | 3.5% |
53 | 308 | 3.1% |
27 | 233 | 2.3% |
46 | 188 | 1.9% |
54 | 159 | 1.6% |
Other values (111) | 2062 |
Value | Count | Frequency (%) |
0 | 4800 | |
23 | 5 | 0.1% |
24 | 21 | 0.2% |
25 | 115 | 1.1% |
26 | 345 | 3.5% |
27 | 233 | 2.3% |
28 | 127 | 1.3% |
29 | 92 | 0.9% |
30 | 94 | 0.9% |
31 | 69 | 0.7% |
Value | Count | Frequency (%) |
220 | 2 | |
216 | 3 | |
208 | 1 | < 0.1% |
199 | 1 | < 0.1% |
198 | 4 | |
197 | 1 | < 0.1% |
159 | 1 | < 0.1% |
158 | 3 | |
157 | 1 | < 0.1% |
146 | 2 |
램프고장(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 4 |
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 | 9996 | |
1 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9996 | |
1 | 4 | < 0.1% |
이상점등(정상:0, 고장:1)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
누전발생(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 2 |
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 | 9998 | |
1 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9998 | |
1 | 2 | < 0.1% |
안정기고장(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 6 |
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 | 9994 | |
1 | 6 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9994 | |
1 | 6 | 0.1% |
깜빡거림(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 18 |
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 | 9982 | |
1 | 18 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9982 | |
1 | 18 | 0.2% |
점소등상태(정상:0, 고장:1)
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
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 | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 5208 | |
0 | 4792 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5208 | |
0 | 4792 |
수동/강제상태(정상:0, 고장:1)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 10000 |
등록일자
Date
Distinct | 7989 |
---|---|
Distinct (%) | 79.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2024-04-08 00:00:08 |
---|---|
Maximum | 2024-04-09 04:25:36 |
기관 명 | 모델명 | 시리얼 | 접속간격 | 수동유지 | 지역ID | 점등편차 | 소등편차 | 심야소등시작시간 | 심야소등시작분 | 심야소등해제시간 | 심야소등해제분 | 심야소등적용기간 | 디밍시1 | 디밍분1 | 디밍값1(%) | 디밍시2 | 디밍분2 | 디밍값2(%) | 디밍시3 | 디밍분3 | 디밍값3(%) | 현재디밍값(%) | 현재전력값(W) | 램프고장(정상:0, 고장:1) | 이상점등(정상:0, 고장:1) | 누전발생(정상:0, 고장:1) | 안정기고장(정상:0, 고장:1) | 깜빡거림(정상:0, 고장:1) | 점소등상태(정상:0, 고장:1) | 수동/강제상태(정상:0, 고장:1) | 등록일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4792 | 강북구 | BMC-300S | 359369083303897 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 06:04:05 |
7016 | 강북구 | BMC-300S | 359369084344908 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 09:59:55 |
5030 | 강북구 | BMC-300S | 019010d0000c780 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 06:46:49 |
3302 | 강북구 | BMC-300S | 019010d00012289 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 47 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 05:33:34 |
16212 | 강북구 | BMC-300S | 359369083431730 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 51 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 23:18:58 |
19772 | 강북구 | BMC-300S | 359369083291878 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 47 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-09 03:28:02 |
12698 | 강북구 | BMC-300S | 359369083300760 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 18:09:59 |
3316 | 강북구 | BMC-300S | 019010d00010ee1 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 47 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 05:34:20 |
17430 | 강북구 | BMC-300S | 019010d0000c460 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 51 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 23:46:05 |
7446 | 강북구 | BMC-300S | 359369083391504 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 10:03:40 |
기관 명 | 모델명 | 시리얼 | 접속간격 | 수동유지 | 지역ID | 점등편차 | 소등편차 | 심야소등시작시간 | 심야소등시작분 | 심야소등해제시간 | 심야소등해제분 | 심야소등적용기간 | 디밍시1 | 디밍분1 | 디밍값1(%) | 디밍시2 | 디밍분2 | 디밍값2(%) | 디밍시3 | 디밍분3 | 디밍값3(%) | 현재디밍값(%) | 현재전력값(W) | 램프고장(정상:0, 고장:1) | 이상점등(정상:0, 고장:1) | 누전발생(정상:0, 고장:1) | 안정기고장(정상:0, 고장:1) | 깜빡거림(정상:0, 고장:1) | 점소등상태(정상:0, 고장:1) | 수동/강제상태(정상:0, 고장:1) | 등록일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20007 | 강북구 | BMC-300S | 359369084331699 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 52 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-09 03:38:49 |
2939 | 강북구 | BMC-300S | 019010d00010f43 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 47 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 04:44:29 |
16990 | 강북구 | BMC-300S | 359369083433470 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 130 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 23:23:16 |
7899 | 강북구 | BMC-300S | 019010d0000d773 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 11:16:53 |
13830 | 강북구 | BMC-300S | 359369083302089 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 48 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 19:17:29 |
17260 | 강북구 | BMC-300S | 019010d00003eb8 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 50 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 23:27:00 |
289 | 강북구 | BMC-300S | 019010d000083f4 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 50 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-04-08 00:50:47 |
7852 | 강북구 | BMC-300S | 019010d000149f5 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 11:10:46 |
3732 | 강북구 | BMC-300S | 359369083301909 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 05:53:22 |
7474 | 강북구 | BMC-300S | 019010d0000c835 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-04-08 10:06:14 |