Dataset statistics
Number of variables | 32 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 2 |
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 2 (< 0.1%) duplicate rows | Duplicates |
지역ID is highly imbalanced (99.0%) | Imbalance |
소등편차 is highly imbalanced (78.4%) | Imbalance |
심야소등해제시간 is highly imbalanced (99.5%) | Imbalance |
디밍값1(%) is highly imbalanced (99.2%) | Imbalance |
디밍값2(%) is highly imbalanced (98.9%) | Imbalance |
디밍값3(%) is highly imbalanced (99.2%) | Imbalance |
현재디밍값(%) is highly imbalanced (99.2%) | Imbalance |
램프고장(정상:0, 고장:1) is highly imbalanced (99.1%) | Imbalance |
안정기고장(정상:0, 고장:1) is highly imbalanced (99.2%) | Imbalance |
깜빡거림(정상:0, 고장:1) is highly imbalanced (98.7%) | Imbalance |
수동/강제상태(정상:0, 고장:1) is highly imbalanced (99.2%) | Imbalance |
점등편차 is highly skewed (γ1 = -20.30875384) | Skewed |
심야소등적용기간 is highly skewed (γ1 = 40.22162278) | Skewed |
현재전력값(W) has 3690 (36.9%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-11 16:29:30.286827 |
---|---|
Analysis finished | 2024-05-11 16:29:31.327211 |
Duration | 1.04 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 | 1949 |
---|---|
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 | 40 ? |
---|---|
Unique (%) | 0.4% |
Sample
1st row | 359369084345459 |
---|---|
2nd row | 019010d000122d3 |
3rd row | 019010d00012276 |
4th row | 359369083219283 |
5th row | 019010d00006994 |
Value | Count | Frequency (%) |
019010d00005c4a | 13 | 0.1% |
019010d0000503f | 12 | 0.1% |
019010d00003a26 | 12 | 0.1% |
019010d00013a3b | 12 | 0.1% |
019010d00012267 | 11 | 0.1% |
019010d000083f0 | 11 | 0.1% |
019010d00005063 | 11 | 0.1% |
019010d000149df | 11 | 0.1% |
019010d000083d3 | 11 | 0.1% |
019010d00003f50 | 11 | 0.1% |
Other values (1939) | 9885 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 43935 | |
3 | 21554 | |
9 | 18764 | |
1 | 15212 | 10.1% |
5 | 9035 | 6.0% |
8 | 8222 | 5.5% |
6 | 7911 | 5.3% |
4 | 6487 | 4.3% |
d | 6262 | 4.2% |
2 | 4293 | 2.9% |
Other values (6) | 8325 | 5.5% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 138525 | |
Lowercase Letter | 11475 | 7.6% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 43935 | |
3 | 21554 | |
9 | 18764 | |
1 | 15212 | 11.0% |
5 | 9035 | 6.5% |
8 | 8222 | 5.9% |
6 | 7911 | 5.7% |
4 | 6487 | 4.7% |
2 | 4293 | 3.1% |
7 | 3112 | 2.2% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 6262 | |
e | 1366 | 11.9% |
f | 1160 | 10.1% |
a | 979 | 8.5% |
c | 935 | 8.1% |
b | 773 | 6.7% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 138525 | |
Latin | 11475 | 7.6% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 43935 | |
3 | 21554 | |
9 | 18764 | |
1 | 15212 | 11.0% |
5 | 9035 | 6.5% |
8 | 8222 | 5.9% |
6 | 7911 | 5.7% |
4 | 6487 | 4.7% |
2 | 4293 | 3.1% |
7 | 3112 | 2.2% |
Latin
Value | Count | Frequency (%) |
d | 6262 | |
e | 1366 | 11.9% |
f | 1160 | 10.1% |
a | 979 | 8.5% |
c | 935 | 8.1% |
b | 773 | 6.7% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 150000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 43935 | |
3 | 21554 | |
9 | 18764 | |
1 | 15212 | 10.1% |
5 | 9035 | 6.0% |
8 | 8222 | 5.5% |
6 | 7911 | 5.3% |
4 | 6487 | 4.3% |
d | 6262 | 4.2% |
2 | 4293 | 2.9% |
Other values (6) | 8325 | 5.5% |
접속간격
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
120 | |
---|---|
240 | |
100 | 7 |
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 | 240 |
5th row | 120 |
Common Values
Value | Count | Frequency (%) |
120 | 5051 | |
240 | 4942 | |
100 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
120 | 5051 | |
240 | 4942 | |
100 | 7 | 0.1% |
수동유지
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.9732 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 6 |
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 | 1.8346712 |
---|---|
Coefficient of variation (CV) | 0.18396013 |
Kurtosis | 82.734923 |
Mean | 9.9732 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.0361071 |
Sum | 99732 |
Variance | 3.3660184 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 9729 | |
2 | 69 | 0.7% |
30 | 56 | 0.6% |
3 | 42 | 0.4% |
4 | 36 | 0.4% |
1 | 24 | 0.2% |
5 | 13 | 0.1% |
6 | 6 | 0.1% |
0 | 6 | 0.1% |
20 | 5 | 0.1% |
Other values (3) | 14 | 0.1% |
Value | Count | Frequency (%) |
0 | 6 | 0.1% |
1 | 24 | 0.2% |
2 | 69 | 0.7% |
3 | 42 | 0.4% |
4 | 36 | 0.4% |
5 | 13 | 0.1% |
6 | 6 | 0.1% |
8 | 5 | 0.1% |
9 | 5 | 0.1% |
10 | 9729 |
Value | Count | Frequency (%) |
30 | 56 | 0.6% |
20 | 5 | 0.1% |
11 | 4 | < 0.1% |
10 | 9729 | |
9 | 5 | 0.1% |
8 | 5 | 0.1% |
6 | 6 | 0.1% |
5 | 13 | 0.1% |
4 | 36 | 0.4% |
3 | 42 | 0.4% |
지역ID
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
0 | 8 |
2 | 5 |
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 | 9987 | |
0 | 8 | 0.1% |
2 | 5 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9987 | |
0 | 8 | 0.1% |
2 | 5 | < 0.1% |
점등편차
Real number (ℝ)
SKEWED
 
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -15.0538 |
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 | 1.1869484 |
---|---|
Coefficient of variation (CV) | -0.078847093 |
Kurtosis | 480.71246 |
Mean | -15.0538 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -20.308754 |
Sum | -150538 |
Variance | 1.4088464 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15 | 9938 | |
-20 | 17 | 0.2% |
-30 | 14 | 0.1% |
-10 | 13 | 0.1% |
-45 | 11 | 0.1% |
-17 | 4 | < 0.1% |
-5 | 3 | < 0.1% |
Value | Count | Frequency (%) |
-45 | 11 | 0.1% |
-30 | 14 | 0.1% |
-20 | 17 | 0.2% |
-17 | 4 | < 0.1% |
-15 | 9938 | |
-10 | 13 | 0.1% |
-5 | 3 | < 0.1% |
Value | Count | Frequency (%) |
-5 | 3 | < 0.1% |
-10 | 13 | 0.1% |
-15 | 9938 | |
-17 | 4 | < 0.1% |
-20 | 17 | 0.2% |
-30 | 14 | 0.1% |
-45 | 11 | 0.1% |
소등편차
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
15 | |
---|---|
5 | 826 |
13 | 12 |
10 | 7 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9174 |
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 | 9155 | |
5 | 826 | 8.3% |
13 | 12 | 0.1% |
10 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 9155 | |
5 | 826 | 8.3% |
13 | 12 | 0.1% |
10 | 7 | 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 | 4 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.0004 |
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 | |
19 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9996 | |
19 | 4 | < 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 | 1016723.8 |
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 | 243495.69 |
---|---|
Coefficient of variation (CV) | 0.23949049 |
Kurtosis | 1731.9275 |
Mean | 1016723.8 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 40.221623 |
Sum | 1.0167238 × 1010 |
Variance | 5.9290152 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1011231 | 9983 | |
1030 | 6 | 0.1% |
6011231 | 4 | < 0.1% |
12011231 | 4 | < 0.1% |
11030 | 2 | < 0.1% |
1230 | 1 | < 0.1% |
Value | Count | Frequency (%) |
1030 | 6 | 0.1% |
1230 | 1 | < 0.1% |
11030 | 2 | < 0.1% |
1011231 | 9983 | |
6011231 | 4 | < 0.1% |
12011231 | 4 | < 0.1% |
Value | Count | Frequency (%) |
12011231 | 4 | < 0.1% |
6011231 | 4 | < 0.1% |
1011231 | 9983 | |
11030 | 2 | < 0.1% |
1230 | 1 | < 0.1% |
1030 | 6 | 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 | 7 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9993 |
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 | 9993 | |
96 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9993 | |
96 | 7 | 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 | 7 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9986 |
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 | 9986 | |
30 | 7 | 0.1% |
96 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9986 | |
30 | 7 | 0.1% |
96 | 7 | 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 | 7 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9993 |
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 | 9993 | |
96 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9993 | |
96 | 7 | 0.1% |
현재디밍값(%)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
100 | |
---|---|
96 | 7 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9993 |
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 | 9993 | |
96 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9993 | |
96 | 7 | 0.1% |
현재전력값(W)
Real number (ℝ)
ZEROS
 
Distinct | 123 |
---|---|
Distinct (%) | 1.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.6666 |
Minimum | 0 |
---|---|
Maximum | 220 |
Zeros | 3690 |
Zeros (%) | 36.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 32 |
Q3 | 52 |
95-th percentile | 101 |
Maximum | 220 |
Range | 220 |
Interquartile range (IQR) | 52 |
Descriptive statistics
Standard deviation | 31.990773 |
---|---|
Coefficient of variation (CV) | 0.95022287 |
Kurtosis | 1.2549868 |
Mean | 33.6666 |
Median Absolute Deviation (MAD) | 23 |
Skewness | 0.87313948 |
Sum | 336666 |
Variance | 1023.4096 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 3690 | |
53 | 643 | 6.4% |
52 | 599 | 6.0% |
51 | 578 | 5.8% |
48 | 519 | 5.2% |
27 | 357 | 3.6% |
26 | 303 | 3.0% |
50 | 293 | 2.9% |
54 | 275 | 2.8% |
47 | 200 | 2.0% |
Other values (113) | 2543 |
Value | Count | Frequency (%) |
0 | 3690 | |
18 | 1 | < 0.1% |
23 | 5 | 0.1% |
24 | 24 | 0.2% |
25 | 89 | 0.9% |
26 | 303 | 3.0% |
27 | 357 | 3.6% |
28 | 169 | 1.7% |
29 | 117 | 1.2% |
30 | 104 | 1.0% |
Value | Count | Frequency (%) |
220 | 3 | |
216 | 1 | < 0.1% |
212 | 1 | < 0.1% |
208 | 2 | |
205 | 1 | < 0.1% |
201 | 1 | < 0.1% |
200 | 3 | |
177 | 1 | < 0.1% |
174 | 2 | |
169 | 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 | 8 |
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 | 9992 | |
1 | 8 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9992 | |
1 | 8 | 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 | 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% |
깜빡거림(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 12 |
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 | 9988 | |
1 | 12 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9988 | |
1 | 12 | 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 | 0 |
3rd row | 1 |
4th row | 1 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
1 | 6324 | |
0 | 3676 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 6324 | |
0 | 3676 |
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 | 7 |
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 | 9993 | |
0 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2 | 9993 | |
0 | 7 | 0.1% |
등록일자
Date
Distinct | 7378 |
---|---|
Distinct (%) | 73.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2024-01-29 00:00:15 |
---|---|
Maximum | 2024-01-30 04:21:25 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11560 | 강북구 | BMC-300S | 359369084345459 | 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 | 2024-01-29 15:38:45 |
12176 | 강북구 | BMC-300S | 019010d000122d3 | 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 | 2024-01-29 16:28:16 |
17678 | 강북구 | BMC-300S | 019010d00012276 | 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 | 2024-01-30 00:34:36 |
4580 | 강북구 | BMC-300S | 359369083219283 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 26 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 06:19:51 |
9198 | 강북구 | BMC-300S | 019010d00006994 | 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 | 2024-01-29 11:44:34 |
1412 | 강북구 | BMC-300S | 359369083408704 | 240 | 2 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 94 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 02:13:17 |
16636 | 강북구 | BMC-300S | 359369084336722 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 107 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 22:12:34 |
14190 | 강북구 | BMC-300S | 019010d0000d73a | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 55 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 18:33:39 |
2274 | 강북구 | BMC-300S | 019010d0000c737 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 53 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 02:57:32 |
3196 | 강북구 | BMC-300S | 019010d00012288 | 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 | 2024-01-29 05:16:35 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4137 | 강북구 | BMC-300S | 359369083405916 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 28 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 06:16:32 |
12410 | 강북구 | BMC-300S | 019010d0000c837 | 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 | 2024-01-29 17:10:41 |
2387 | 강북구 | BMC-300S | 019010d00012252 | 120 | 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 | 2024-01-29 03:15:17 |
9686 | 강북구 | BMC-300S | 019010d000122df | 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 | 2024-01-29 13:07:12 |
12485 | 강북구 | BMC-300S | 019010d00007079 | 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 | 2024-01-29 17:24:04 |
7708 | 강북구 | BMC-300S | 019010d000146a6 | 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 | 2024-01-29 11:02:51 |
3420 | 강북구 | BMC-300S | 019010d000083c5 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 98 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-29 05:40:27 |
2015 | 강북구 | BMC-300S | 019010d00013711 | 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 | 2024-01-29 02:18:31 |
18616 | 강북구 | BMC-300S | 359369083221164 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 29 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-30 02:11:41 |
18463 | 강북구 | BMC-300S | 359369083445029 | 240 | 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 | 2024-01-30 02:10:39 |
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 | 359369083300794 | 240 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 26 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-30 02:14:26 | 2 |
1 | 강북구 | BMC-300S | 359369083357331 | 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 | 2024-01-30 02:12:51 | 2 |