Dataset statistics
Number of variables | 32 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 1 |
Duplicate rows (%) | < 0.1% |
Total size in memory | 2.7 MiB |
Average record size in memory | 288.0 B |
Variable types
Categorical | 26 |
---|---|
Text | 1 |
Numeric | 4 |
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 |
디밍시2 has constant value "" | Constant |
디밍분2 has constant value "" | Constant |
디밍시3 has constant value "" | Constant |
디밍분3 has constant value "" | Constant |
이상점등(정상:0, 고장:1) has constant value "" | Constant |
누전발생(정상:0, 고장:1) has constant value "" | Constant |
Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
지역ID is highly imbalanced (99.4%) | Imbalance |
소등편차 is highly imbalanced (78.3%) | Imbalance |
심야소등해제시간 is highly imbalanced (99.6%) | Imbalance |
디밍값1(%) is highly imbalanced (99.7%) | Imbalance |
디밍값2(%) is highly imbalanced (99.5%) | Imbalance |
디밍값3(%) is highly imbalanced (99.7%) | Imbalance |
현재디밍값(%) is highly imbalanced (99.5%) | Imbalance |
램프고장(정상:0, 고장:1) is highly imbalanced (99.3%) | Imbalance |
안정기고장(정상:0, 고장:1) is highly imbalanced (99.9%) | Imbalance |
깜빡거림(정상:0, 고장:1) is highly imbalanced (97.6%) | Imbalance |
수동/강제상태(정상:0, 고장:1) is highly imbalanced (99.6%) | Imbalance |
점등편차 is highly skewed (γ1 = -20.18525702) | Skewed |
심야소등적용기간 is highly skewed (γ1 = 39.33343028) | Skewed |
현재전력값(W) has 4544 (45.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-11 16:30:11.195643 |
---|---|
Analysis finished | 2024-05-11 16:30:12.307206 |
Duration | 1.11 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 | 1947 |
---|---|
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 | 77 ? |
---|---|
Unique (%) | 0.8% |
Sample
1st row | 359369083358982 |
---|---|
2nd row | 019010d000149f6 |
3rd row | 359369084306766 |
4th row | 019010d0000502b |
5th row | 359369083482394 |
Value | Count | Frequency (%) |
019010d00005c5e | 16 | 0.2% |
019010d0000d472 | 14 | 0.1% |
019010d00007081 | 13 | 0.1% |
019010d00004be8 | 13 | 0.1% |
019010d00004bd8 | 12 | 0.1% |
019010d00003f5f | 12 | 0.1% |
019010d000083ee | 12 | 0.1% |
019010d00005c53 | 12 | 0.1% |
019010d00012295 | 12 | 0.1% |
019010d000061d2 | 12 | 0.1% |
Other values (1937) | 9872 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 43539 | |
3 | 21801 | |
9 | 18827 | |
1 | 15119 | 10.1% |
5 | 9038 | 6.0% |
8 | 8447 | 5.6% |
6 | 7960 | 5.3% |
4 | 6615 | 4.4% |
d | 6193 | 4.1% |
2 | 4215 | 2.8% |
Other values (6) | 8246 | 5.5% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 138648 | |
Lowercase Letter | 11352 | 7.6% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 43539 | |
3 | 21801 | |
9 | 18827 | |
1 | 15119 | 10.9% |
5 | 9038 | 6.5% |
8 | 8447 | 6.1% |
6 | 7960 | 5.7% |
4 | 6615 | 4.8% |
2 | 4215 | 3.0% |
7 | 3087 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 6193 | |
e | 1362 | 12.0% |
f | 1110 | 9.8% |
c | 989 | 8.7% |
a | 954 | 8.4% |
b | 744 | 6.6% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 138648 | |
Latin | 11352 | 7.6% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 43539 | |
3 | 21801 | |
9 | 18827 | |
1 | 15119 | 10.9% |
5 | 9038 | 6.5% |
8 | 8447 | 6.1% |
6 | 7960 | 5.7% |
4 | 6615 | 4.8% |
2 | 4215 | 3.0% |
7 | 3087 | 2.2% |
Latin
Value | Count | Frequency (%) |
d | 6193 | |
e | 1362 | 12.0% |
f | 1110 | 9.8% |
c | 989 | 8.7% |
a | 954 | 8.4% |
b | 744 | 6.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 150000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 43539 | |
3 | 21801 | |
9 | 18827 | |
1 | 15119 | 10.1% |
5 | 9038 | 6.0% |
8 | 8447 | 5.6% |
6 | 7960 | 5.3% |
4 | 6615 | 4.4% |
d | 6193 | 4.1% |
2 | 4215 | 2.8% |
Other values (6) | 8246 | 5.5% |
접속간격
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
240 | |
---|---|
120 | |
100 | 4 |
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 | 120 |
3rd row | 240 |
4th row | 120 |
5th row | 240 |
Common Values
Value | Count | Frequency (%) |
240 | 5023 | |
120 | 4973 | |
100 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
240 | 5023 | |
120 | 4973 | |
100 | 4 | < 0.1% |
수동유지
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.0007 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 9 |
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 | 1.8776187 |
---|---|
Coefficient of variation (CV) | 0.18774873 |
Kurtosis | 83.203273 |
Mean | 10.0007 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.5524594 |
Sum | 100007 |
Variance | 3.5254521 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 9746 | |
30 | 63 | 0.6% |
2 | 62 | 0.6% |
3 | 49 | 0.5% |
4 | 24 | 0.2% |
1 | 13 | 0.1% |
5 | 12 | 0.1% |
0 | 9 | 0.1% |
6 | 9 | 0.1% |
8 | 4 | < 0.1% |
Other values (3) | 9 | 0.1% |
Value | Count | Frequency (%) |
0 | 9 | 0.1% |
1 | 13 | 0.1% |
2 | 62 | 0.6% |
3 | 49 | 0.5% |
4 | 24 | 0.2% |
5 | 12 | 0.1% |
6 | 9 | 0.1% |
8 | 4 | < 0.1% |
9 | 2 | < 0.1% |
10 | 9746 |
Value | Count | Frequency (%) |
30 | 63 | 0.6% |
20 | 4 | < 0.1% |
11 | 3 | < 0.1% |
10 | 9746 | |
9 | 2 | < 0.1% |
8 | 4 | < 0.1% |
6 | 9 | 0.1% |
5 | 12 | 0.1% |
4 | 24 | 0.2% |
3 | 49 | 0.5% |
지역ID
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 | 4 |
0 | 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 | 9993 | |
2 | 4 | < 0.1% |
0 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9993 | |
2 | 4 | < 0.1% |
0 | 3 | < 0.1% |
점등편차
Real number (ℝ)
SKEWED
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -15.0515 |
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 | 1.1300334 |
---|---|
Coefficient of variation (CV) | -0.075077792 |
Kurtosis | 494.33825 |
Mean | -15.0515 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -20.185257 |
Sum | -150515 |
Variance | 1.2769754 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15 | 9942 | |
-20 | 16 | 0.2% |
-30 | 16 | 0.2% |
-45 | 9 | 0.1% |
-10 | 7 | 0.1% |
-17 | 5 | 0.1% |
-5 | 5 | 0.1% |
Value | Count | Frequency (%) |
-45 | 9 | 0.1% |
-30 | 16 | 0.2% |
-20 | 16 | 0.2% |
-17 | 5 | 0.1% |
-15 | 9942 | |
-10 | 7 | 0.1% |
-5 | 5 | 0.1% |
Value | Count | Frequency (%) |
-5 | 5 | 0.1% |
-10 | 7 | 0.1% |
-15 | 9942 | |
-17 | 5 | 0.1% |
-20 | 16 | 0.2% |
-30 | 16 | 0.2% |
-45 | 9 | 0.1% |
소등편차
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
15 | |
---|---|
5 | 842 |
13 | 12 |
10 | 3 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9158 |
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 | 9143 | |
5 | 842 | 8.4% |
13 | 12 | 0.1% |
10 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 9143 | |
5 | 842 | 8.4% |
13 | 12 | 0.1% |
10 | 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 | 3 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.0003 |
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 | 9997 | |
19 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9997 | |
19 | 3 | < 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
Real number (ℝ)
SKEWED
 
Distinct | 6 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1017929 |
Minimum | 1030 |
---|---|
Maximum | 12011231 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1030 |
---|---|
5-th percentile | 1011231 |
Q1 | 1011231 |
median | 1011231 |
Q3 | 1011231 |
95-th percentile | 1011231 |
Maximum | 12011231 |
Range | 12010201 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 261273.85 |
---|---|
Coefficient of variation (CV) | 0.25667198 |
Kurtosis | 1605.3205 |
Mean | 1017929 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 39.33343 |
Sum | 1.017929 × 1010 |
Variance | 6.8264024 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1011231 | 9988 | |
12011231 | 5 | 0.1% |
6011231 | 3 | < 0.1% |
11231 | 2 | < 0.1% |
1001230 | 1 | < 0.1% |
1030 | 1 | < 0.1% |
Value | Count | Frequency (%) |
1030 | 1 | < 0.1% |
11231 | 2 | < 0.1% |
1001230 | 1 | < 0.1% |
1011231 | 9988 | |
6011231 | 3 | < 0.1% |
12011231 | 5 | 0.1% |
Value | Count | Frequency (%) |
12011231 | 5 | 0.1% |
6011231 | 3 | < 0.1% |
1011231 | 9988 | |
1001230 | 1 | < 0.1% |
11231 | 2 | < 0.1% |
1030 | 1 | < 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
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
96 | 2 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9998 |
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 | 9998 | |
96 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9998 | |
96 | 2 | < 0.1% |
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 | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
30 | 4 |
96 | 2 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9994 |
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 | 9994 | |
30 | 4 | < 0.1% |
96 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9994 | |
30 | 4 | < 0.1% |
96 | 2 | < 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
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
96 | 2 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9998 |
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 | 9998 | |
96 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9998 | |
96 | 2 | < 0.1% |
현재디밍값(%)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
96 | 4 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9996 |
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 | 9996 | |
96 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9996 | |
96 | 4 | < 0.1% |
현재전력값(W)
Real number (ℝ)
ZEROS
 
Distinct | 124 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.216 |
Minimum | 0 |
---|---|
Maximum | 225 |
Zeros | 4544 |
Zeros (%) | 45.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 27 |
Q3 | 52 |
95-th percentile | 99 |
Maximum | 225 |
Range | 225 |
Interquartile range (IQR) | 52 |
Descriptive statistics
Standard deviation | 32.270062 |
---|---|
Coefficient of variation (CV) | 1.1045339 |
Kurtosis | 1.5406859 |
Mean | 29.216 |
Median Absolute Deviation (MAD) | 27 |
Skewness | 1.0788944 |
Sum | 292160 |
Variance | 1041.3569 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4544 | |
52 | 560 | 5.6% |
53 | 477 | 4.8% |
51 | 461 | 4.6% |
48 | 425 | 4.2% |
27 | 315 | 3.1% |
26 | 299 | 3.0% |
50 | 267 | 2.7% |
54 | 252 | 2.5% |
47 | 190 | 1.9% |
Other values (114) | 2210 |
Value | Count | Frequency (%) |
0 | 4544 | |
23 | 5 | 0.1% |
24 | 18 | 0.2% |
25 | 84 | 0.8% |
26 | 299 | 3.0% |
27 | 315 | 3.1% |
28 | 142 | 1.4% |
29 | 100 | 1.0% |
30 | 111 | 1.1% |
31 | 87 | 0.9% |
Value | Count | Frequency (%) |
225 | 1 | < 0.1% |
216 | 2 | < 0.1% |
208 | 2 | < 0.1% |
205 | 1 | < 0.1% |
201 | 5 | |
200 | 5 | |
172 | 2 | < 0.1% |
169 | 1 | < 0.1% |
160 | 1 | < 0.1% |
159 | 2 | < 0.1% |
램프고장(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% |
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
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 |
안정기고장(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 9999 | |
1 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9999 | |
1 | 1 | < 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 | 24 |
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 | 9976 | |
1 | 24 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9976 | |
1 | 24 | 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 | 1 |
3rd row | 0 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 5461 | |
0 | 4539 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5461 | |
0 | 4539 |
수동/강제상태(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2 | |
---|---|
0 | 3 |
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 | 9997 | |
0 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 9997 | |
0 | 3 | < 0.1% |
등록일자
Date
Distinct | 8491 |
---|---|
Distinct (%) | 84.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2024-02-05 00:00:28 |
---|---|
Maximum | 2024-02-07 15:24:44 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41086 | 강북구 | BMC-300S | 359369083358982 | 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 | 2024-02-07 07:20:02 |
17107 | 강북구 | BMC-300S | 019010d000149f6 | 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 | 2024-02-05 22:57:50 |
45602 | 강북구 | BMC-300S | 359369084306766 | 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 | 2024-02-07 15:22:14 |
2167 | 강북구 | BMC-300S | 019010d0000502b | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 54 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-02-05 02:34:55 |
36645 | 강북구 | BMC-300S | 359369083482394 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 31 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-02-07 02:22:35 |
39177 | 강북구 | BMC-300S | 359369083395521 | 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 | 2024-02-07 06:24:54 |
43854 | 강북구 | BMC-300S | 359369083482394 | 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 | 2024-02-07 11:26:03 |
11087 | 강북구 | BMC-300S | 359369083406310 | 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 | 2024-02-05 15:30:10 |
28630 | 강북구 | BMC-300S | 359369084295373 | 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 | 2024-02-06 15:30:35 |
35777 | 강북구 | BMC-300S | 019010d000146a8 | 120 | 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 | 2024-02-07 01:59:13 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45479 | 강북구 | BMC-300S | 359369084341771 | 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 | 2024-02-07 15:18:27 |
6797 | 강북구 | BMC-300S | 019010d0000d41b | 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 | 2024-02-05 08:27:15 |
44660 | 강북구 | BMC-300S | 019010d0000d476 | 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 | 2024-02-07 13:28:32 |
8240 | 강북구 | BMC-300S | 359369083303962 | 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 | 2024-02-05 11:25:42 |
41256 | 강북구 | BMC-300S | 359369083381646 | 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 | 2024-02-07 07:20:48 |
44586 | 강북구 | BMC-300S | 019010d0000705a | 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 | 2024-02-07 13:18:51 |
6058 | 강북구 | BMC-300S | 359369081408086 | 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 | 2024-02-05 07:25:09 |
31206 | 강북구 | BMC-300S | 359369083423430 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 56 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-02-06 18:14:50 |
2777 | 강북구 | BMC-300S | 019010d00012291 | 120 | 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 | 2024-02-05 04:10:54 |
33344 | 강북구 | BMC-300S | 359369084343801 | 240 | 3 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 26 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-02-06 22:15:55 |
Most frequently occurring
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 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 강북구 | BMC-300S | 359369084329586 | 240 | 30 | 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 | 2024-02-07 02:21:04 | 2 |