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 | 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 |
지역ID is highly imbalanced (99.5%) | Imbalance |
소등편차 is highly imbalanced (80.7%) | Imbalance |
심야소등해제시간 is highly imbalanced (99.6%) | Imbalance |
디밍값1(%) is highly imbalanced (99.9%) | Imbalance |
디밍값2(%) is highly imbalanced (99.4%) | Imbalance |
디밍값3(%) is highly imbalanced (99.9%) | Imbalance |
현재디밍값(%) is highly imbalanced (99.7%) | Imbalance |
램프고장(정상:0, 고장:1) is highly imbalanced (99.5%) | Imbalance |
안정기고장(정상:0, 고장:1) is highly imbalanced (99.7%) | Imbalance |
깜빡거림(정상:0, 고장:1) is highly imbalanced (99.2%) | Imbalance |
수동/강제상태(정상:0, 고장:1) is highly imbalanced (99.9%) | Imbalance |
심야소등적용기간 is highly skewed (γ1 = 53.24851223) | Skewed |
현재전력값(W) has 4243 (42.4%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-17 23:27:59.149880 |
---|---|
Analysis finished | 2024-05-17 23:28:01.075318 |
Duration | 1.93 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 | 62 ? |
---|---|
Unique (%) | 0.6% |
Sample
1st row | 359369084331202 |
---|---|
2nd row | 019010d000149f2 |
3rd row | 019010d00012277 |
4th row | 019010d000149e3 |
5th row | 019010d0000503f |
Value | Count | Frequency (%) |
359369083516639 | 14 | 0.1% |
019010d00012298 | 12 | 0.1% |
019010d00010ef4 | 12 | 0.1% |
019010d00010f03 | 12 | 0.1% |
019010d000149dc | 12 | 0.1% |
019010d0000c7ec | 12 | 0.1% |
019010d0000d41b | 12 | 0.1% |
019010d00012270 | 12 | 0.1% |
019010d0001226f | 12 | 0.1% |
019010d00005037 | 12 | 0.1% |
Other values (1936) | 9878 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 45202 | |
3 | 20731 | |
9 | 18478 | |
1 | 15644 | 10.4% |
5 | 8739 | 5.8% |
8 | 8036 | 5.4% |
6 | 7648 | 5.1% |
d | 6573 | 4.4% |
4 | 6286 | 4.2% |
2 | 4159 | 2.8% |
Other values (6) | 8504 | 5.7% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 138030 | |
Lowercase Letter | 11970 | 8.0% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 45202 | |
3 | 20731 | |
9 | 18478 | |
1 | 15644 | 11.3% |
5 | 8739 | 6.3% |
8 | 8036 | 5.8% |
6 | 7648 | 5.5% |
4 | 6286 | 4.6% |
2 | 4159 | 3.0% |
7 | 3107 | 2.3% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 6573 | |
e | 1392 | 11.6% |
f | 1161 | 9.7% |
c | 1035 | 8.6% |
a | 986 | 8.2% |
b | 823 | 6.9% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 138030 | |
Latin | 11970 | 8.0% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 45202 | |
3 | 20731 | |
9 | 18478 | |
1 | 15644 | 11.3% |
5 | 8739 | 6.3% |
8 | 8036 | 5.8% |
6 | 7648 | 5.5% |
4 | 6286 | 4.6% |
2 | 4159 | 3.0% |
7 | 3107 | 2.3% |
Latin
Value | Count | Frequency (%) |
d | 6573 | |
e | 1392 | 11.6% |
f | 1161 | 9.7% |
c | 1035 | 8.6% |
a | 986 | 8.2% |
b | 823 | 6.9% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 150000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 45202 | |
3 | 20731 | |
9 | 18478 | |
1 | 15644 | 10.4% |
5 | 8739 | 5.8% |
8 | 8036 | 5.4% |
6 | 7648 | 5.1% |
d | 6573 | 4.4% |
4 | 6286 | 4.2% |
2 | 4159 | 2.8% |
Other values (6) | 8504 | 5.7% |
접속간격
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
120 | |
---|---|
240 | |
100 | 2 |
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 | 120 |
4th row | 120 |
5th row | 120 |
Common Values
Value | Count | Frequency (%) |
120 | 5286 | |
240 | 4712 | |
100 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
120 | 5286 | |
240 | 4712 | |
100 | 2 | < 0.1% |
수동유지
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.9707 |
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 | 1.7107701 |
---|---|
Coefficient of variation (CV) | 0.17157973 |
Kurtosis | 94.374829 |
Mean | 9.9707 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.3692275 |
Sum | 99707 |
Variance | 2.9267342 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 9749 | |
2 | 55 | 0.5% |
3 | 53 | 0.5% |
30 | 48 | 0.5% |
4 | 30 | 0.3% |
1 | 18 | 0.2% |
5 | 10 | 0.1% |
6 | 8 | 0.1% |
9 | 8 | 0.1% |
8 | 7 | 0.1% |
Other values (3) | 14 | 0.1% |
Value | Count | Frequency (%) |
0 | 5 | 0.1% |
1 | 18 | 0.2% |
2 | 55 | 0.5% |
3 | 53 | 0.5% |
4 | 30 | 0.3% |
5 | 10 | 0.1% |
6 | 8 | 0.1% |
8 | 7 | 0.1% |
9 | 8 | 0.1% |
10 | 9749 |
Value | Count | Frequency (%) |
30 | 48 | 0.5% |
20 | 5 | 0.1% |
11 | 4 | < 0.1% |
10 | 9749 | |
9 | 8 | 0.1% |
8 | 7 | 0.1% |
6 | 8 | 0.1% |
5 | 10 | 0.1% |
4 | 30 | 0.3% |
3 | 53 | 0.5% |
지역ID
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
2 | 4 |
0 | 2 |
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 | 9994 | |
2 | 4 | < 0.1% |
0 | 2 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9994 | |
2 | 4 | < 0.1% |
0 | 2 | < 0.1% |
점등편차
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -15.0728 |
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 | 1.364363 |
---|---|
Coefficient of variation (CV) | -0.090518216 |
Kurtosis | 390.68312 |
Mean | -15.0728 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -18.746223 |
Sum | -150728 |
Variance | 1.8614863 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15 | 9942 | |
-45 | 16 | 0.2% |
-20 | 15 | 0.1% |
-30 | 15 | 0.1% |
-10 | 4 | < 0.1% |
-5 | 4 | < 0.1% |
-17 | 4 | < 0.1% |
Value | Count | Frequency (%) |
-45 | 16 | 0.2% |
-30 | 15 | 0.1% |
-20 | 15 | 0.1% |
-17 | 4 | < 0.1% |
-15 | 9942 | |
-10 | 4 | < 0.1% |
-5 | 4 | < 0.1% |
Value | Count | Frequency (%) |
-5 | 4 | < 0.1% |
-10 | 4 | < 0.1% |
-15 | 9942 | |
-17 | 4 | < 0.1% |
-20 | 15 | 0.1% |
-30 | 15 | 0.1% |
-45 | 16 | 0.2% |
소등편차
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
15 | |
---|---|
5 | 882 |
13 | 12 |
30 | 2 |
10 | 1 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9118 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 15 |
---|---|
2nd row | 15 |
3rd row | 15 |
4th row | 15 |
5th row | 15 |
Common Values
Value | Count | Frequency (%) |
15 | 9103 | |
5 | 882 | 8.8% |
13 | 12 | 0.1% |
30 | 2 | < 0.1% |
10 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 9103 | |
5 | 882 | 8.8% |
13 | 12 | 0.1% |
30 | 2 | < 0.1% |
10 | 1 | < 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 | 1014730 |
Minimum | 11031 |
---|---|
Maximum | 12011231 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 11031 |
---|---|
5-th percentile | 1011231 |
Q1 | 1011231 |
median | 1011231 |
Q3 | 1011231 |
95-th percentile | 1011231 |
Maximum | 12011231 |
Range | 12000200 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 178580.5 |
---|---|
Coefficient of variation (CV) | 0.1759882 |
Kurtosis | 3058.6753 |
Mean | 1014730 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 53.248512 |
Sum | 1.01473 × 1010 |
Variance | 3.1890996 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1011231 | 9992 | |
6011231 | 3 | < 0.1% |
12011231 | 2 | < 0.1% |
11231 | 1 | < 0.1% |
1001230 | 1 | < 0.1% |
11031 | 1 | < 0.1% |
Value | Count | Frequency (%) |
11031 | 1 | < 0.1% |
11231 | 1 | < 0.1% |
1001230 | 1 | < 0.1% |
1011231 | 9992 | |
6011231 | 3 | < 0.1% |
12011231 | 2 | < 0.1% |
Value | Count | Frequency (%) |
12011231 | 2 | < 0.1% |
6011231 | 3 | < 0.1% |
1011231 | 9992 | |
1001230 | 1 | < 0.1% |
11231 | 1 | < 0.1% |
11031 | 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 | 1 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9999 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 9999 | |
96 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9999 | |
96 | 1 | < 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 | 7 |
96 | 1 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9992 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 9992 | |
30 | 7 | 0.1% |
96 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9992 | |
30 | 7 | 0.1% |
96 | 1 | < 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 | 1 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9999 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 100 |
---|---|
2nd row | 100 |
3rd row | 100 |
4th row | 100 |
5th row | 100 |
Common Values
Value | Count | Frequency (%) |
100 | 9999 | |
96 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9999 | |
96 | 1 | < 0.1% |
현재디밍값(%)
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% |
현재전력값(W)
Real number (ℝ)
ZEROS
 
Distinct | 121 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 30.6305 |
Minimum | 0 |
---|---|
Maximum | 225 |
Zeros | 4243 |
Zeros (%) | 42.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 28 |
Q3 | 52 |
95-th percentile | 99 |
Maximum | 225 |
Range | 225 |
Interquartile range (IQR) | 52 |
Descriptive statistics
Standard deviation | 31.740219 |
---|---|
Coefficient of variation (CV) | 1.0362292 |
Kurtosis | 0.92922184 |
Mean | 30.6305 |
Median Absolute Deviation (MAD) | 28 |
Skewness | 0.90630235 |
Sum | 306305 |
Variance | 1007.4415 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4243 | |
52 | 659 | 6.6% |
51 | 475 | 4.8% |
53 | 437 | 4.4% |
50 | 378 | 3.8% |
26 | 367 | 3.7% |
47 | 362 | 3.6% |
48 | 344 | 3.4% |
27 | 244 | 2.4% |
54 | 238 | 2.4% |
Other values (111) | 2253 |
Value | Count | Frequency (%) |
0 | 4243 | |
22 | 1 | < 0.1% |
23 | 5 | 0.1% |
24 | 20 | 0.2% |
25 | 95 | 0.9% |
26 | 367 | 3.7% |
27 | 244 | 2.4% |
28 | 140 | 1.4% |
29 | 110 | 1.1% |
30 | 104 | 1.0% |
Value | Count | Frequency (%) |
225 | 1 | < 0.1% |
212 | 1 | < 0.1% |
208 | 1 | < 0.1% |
205 | 1 | < 0.1% |
201 | 1 | < 0.1% |
199 | 4 | |
177 | 1 | < 0.1% |
159 | 2 | |
158 | 2 | |
148 | 1 | < 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 | 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
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 | 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% |
깜빡거림(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 7 |
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 | 9993 | |
1 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9993 | |
1 | 7 | 0.1% |
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 | 5763 | |
0 | 4237 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5763 | |
0 | 4237 |
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 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 2 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 2 |
5th row | 2 |
Common Values
Value | Count | Frequency (%) |
2 | 9999 | |
0 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 9999 | |
0 | 1 | < 0.1% |
등록일자
Date
Distinct | 7855 |
---|---|
Distinct (%) | 78.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2024-03-11 00:00:06 |
---|---|
Maximum | 2024-03-12 06:41:30 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9569 | 강북구 | BMC-300S | 359369084331202 | 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 | 2024-03-11 14:48:06 |
19598 | 강북구 | BMC-300S | 019010d000149f2 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 99 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-03-12 05:16:43 |
11237 | 강북구 | BMC-300S | 019010d00012277 | 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 | 2024-03-11 17:08:21 |
19724 | 강북구 | BMC-300S | 019010d000149e3 | 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 | 2024-03-12 05:34:27 |
17318 | 강북구 | BMC-300S | 019010d0000503f | 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 | 2024-03-12 02:17:23 |
14898 | 강북구 | BMC-300S | 359369084330477 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 49 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-03-11 22:49:35 |
14632 | 강북구 | BMC-300S | 019010d00003eb3 | 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 | 2024-03-11 22:22:49 |
8050 | 강북구 | BMC-300S | 019010d0000bbf9 | 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 | 2024-03-11 11:39:12 |
8000 | 강북구 | BMC-300S | 019010d0000706f | 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 | 2024-03-11 11:33:19 |
6540 | 강북구 | BMC-300S | 019010d00012296 | 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 | 2024-03-11 10:36:32 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
208 | 강북구 | BMC-300S | 019010d00010ef8 | 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 | 2024-03-11 00:35:33 |
10499 | 강북구 | BMC-300S | 019010d000149f7 | 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 | 2024-03-11 15:08:58 |
1093 | 강북구 | BMC-300S | 359369083300331 | 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 | 2024-03-11 02:49:36 |
18666 | 강북구 | BMC-300S | 359369083358735 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 27 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-03-12 03:02:00 |
8274 | 강북구 | BMC-300S | 019010d00010f08 | 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 | 2024-03-11 12:15:49 |
3847 | 강북구 | BMC-300S | 359369083432118 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-03-11 06:33:12 |
17003 | 강북구 | BMC-300S | 019010d000050fc | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 28 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-03-12 01:31:42 |
12440 | 강북구 | BMC-300S | 359369083432118 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 53 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-03-11 18:47:58 |
11254 | 강북구 | BMC-300S | 019010d0000505b | 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 | 2024-03-11 17:10:24 |
11321 | 강북구 | BMC-300S | 359369083219846 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2024-03-11 17:19:30 |