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 |
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 (99.2%) | Imbalance |
소등편차 is highly imbalanced (78.9%) | Imbalance |
심야소등해제시간 is highly imbalanced (99.5%) | Imbalance |
심야소등적용기간 is highly imbalanced (99.2%) | Imbalance |
디밍값1(%) is highly imbalanced (99.2%) | Imbalance |
디밍값2(%) is highly imbalanced (99.2%) | Imbalance |
디밍값3(%) is highly imbalanced (99.2%) | Imbalance |
현재디밍값(%) is highly imbalanced (99.2%) | Imbalance |
램프고장(정상:0, 고장:1) is highly imbalanced (99.6%) | Imbalance |
안정기고장(정상:0, 고장:1) is highly imbalanced (98.7%) | Imbalance |
깜빡거림(정상:0, 고장:1) is highly imbalanced (98.3%) | Imbalance |
수동/강제상태(정상:0, 고장:1) is highly imbalanced (99.2%) | Imbalance |
현재전력값(W) has 4068 (40.7%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-11 16:28:49.816893 |
---|---|
Analysis finished | 2024-05-11 16:28:50.946583 |
Duration | 1.13 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 | 1954 |
---|---|
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 | 25 ? |
---|---|
Unique (%) | 0.2% |
Sample
1st row | 019010d0000d6d0 |
---|---|
2nd row | 019010d00007083 |
3rd row | 359369083302329 |
4th row | 359369081219889 |
5th row | 019010d00012284 |
Value | Count | Frequency (%) |
019010d0000503b | 12 | 0.1% |
019010d000069a1 | 12 | 0.1% |
019010d00006a89 | 12 | 0.1% |
019010d00003eb1 | 12 | 0.1% |
019010d00005c5c | 12 | 0.1% |
019010d0000c821 | 12 | 0.1% |
019010d00006994 | 11 | 0.1% |
359369083393765 | 11 | 0.1% |
019010d00003f34 | 11 | 0.1% |
019010d00004bd9 | 11 | 0.1% |
Other values (1944) | 9884 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 43682 | |
3 | 21742 | |
9 | 18860 | |
1 | 15035 | 10.0% |
5 | 9019 | 6.0% |
8 | 8417 | 5.6% |
6 | 7915 | 5.3% |
4 | 6533 | 4.4% |
d | 6215 | 4.1% |
2 | 4231 | 2.8% |
Other values (6) | 8351 | 5.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 138621 | |
Lowercase Letter | 11379 | 7.6% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 43682 | |
3 | 21742 | |
9 | 18860 | |
1 | 15035 | 10.8% |
5 | 9019 | 6.5% |
8 | 8417 | 6.1% |
6 | 7915 | 5.7% |
4 | 6533 | 4.7% |
2 | 4231 | 3.1% |
7 | 3187 | 2.3% |
Lowercase Letter
Value | Count | Frequency (%) |
d | 6215 | |
e | 1346 | 11.8% |
f | 1136 | 10.0% |
c | 961 | 8.4% |
a | 951 | 8.4% |
b | 770 | 6.8% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 138621 | |
Latin | 11379 | 7.6% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 43682 | |
3 | 21742 | |
9 | 18860 | |
1 | 15035 | 10.8% |
5 | 9019 | 6.5% |
8 | 8417 | 6.1% |
6 | 7915 | 5.7% |
4 | 6533 | 4.7% |
2 | 4231 | 3.1% |
7 | 3187 | 2.3% |
Latin
Value | Count | Frequency (%) |
d | 6215 | |
e | 1346 | 11.8% |
f | 1136 | 10.0% |
c | 961 | 8.4% |
a | 951 | 8.4% |
b | 770 | 6.8% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 150000 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 43682 | |
3 | 21742 | |
9 | 18860 | |
1 | 15035 | 10.0% |
5 | 9019 | 6.0% |
8 | 8417 | 5.6% |
6 | 7915 | 5.3% |
4 | 6533 | 4.4% |
d | 6215 | 4.1% |
2 | 4231 | 2.8% |
Other values (6) | 8351 | 5.6% |
접속간격
Categorical
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
240 | |
---|---|
120 | |
100 | 7 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 120 |
---|---|
2nd row | 120 |
3rd row | 240 |
4th row | 240 |
5th row | 120 |
Common Values
Value | Count | Frequency (%) |
240 | 5000 | |
120 | 4993 | |
100 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
240 | 5000 | |
120 | 4993 | |
100 | 7 | 0.1% |
수동유지
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.9936 |
Minimum | 0 |
---|---|
Maximum | 30 |
Zeros | 7 |
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 | 1.8479449 |
---|---|
Coefficient of variation (CV) | 0.18491284 |
Kurtosis | 84.83214 |
Mean | 9.9936 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 6.5339377 |
Sum | 99936 |
Variance | 3.4149005 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10 | 9739 | |
2 | 64 | 0.6% |
30 | 60 | 0.6% |
3 | 45 | 0.4% |
4 | 29 | 0.3% |
5 | 16 | 0.2% |
1 | 13 | 0.1% |
6 | 7 | 0.1% |
8 | 7 | 0.1% |
0 | 7 | 0.1% |
Other values (3) | 13 | 0.1% |
Value | Count | Frequency (%) |
0 | 7 | 0.1% |
1 | 13 | 0.1% |
2 | 64 | 0.6% |
3 | 45 | 0.4% |
4 | 29 | 0.3% |
5 | 16 | 0.2% |
6 | 7 | 0.1% |
8 | 7 | 0.1% |
9 | 6 | 0.1% |
10 | 9739 |
Value | Count | Frequency (%) |
30 | 60 | 0.6% |
20 | 5 | 0.1% |
11 | 2 | < 0.1% |
10 | 9739 | |
9 | 6 | 0.1% |
8 | 7 | 0.1% |
6 | 7 | 0.1% |
5 | 16 | 0.2% |
4 | 29 | 0.3% |
3 | 45 | 0.4% |
지역ID
Categorical
IMBALANCE
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1 | |
---|---|
0 | 7 |
2 | 4 |
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 | 9989 | |
0 | 7 | 0.1% |
2 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9989 | |
0 | 7 | 0.1% |
2 | 4 | < 0.1% |
점등편차
Real number (ℝ)
Distinct | 7 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -15.0663 |
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 | 1.3133457 |
---|---|
Coefficient of variation (CV) | -0.087171081 |
Kurtosis | 403.76563 |
Mean | -15.0663 |
Median Absolute Deviation (MAD) | 0 |
Skewness | -18.787364 |
Sum | -150663 |
Variance | 1.7248768 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-15 | 9935 | |
-20 | 17 | 0.2% |
-30 | 16 | 0.2% |
-45 | 14 | 0.1% |
-10 | 10 | 0.1% |
-5 | 4 | < 0.1% |
-17 | 4 | < 0.1% |
Value | Count | Frequency (%) |
-45 | 14 | 0.1% |
-30 | 16 | 0.2% |
-20 | 17 | 0.2% |
-17 | 4 | < 0.1% |
-15 | 9935 | |
-10 | 10 | 0.1% |
-5 | 4 | < 0.1% |
Value | Count | Frequency (%) |
-5 | 4 | < 0.1% |
-10 | 10 | 0.1% |
-15 | 9935 | |
-17 | 4 | < 0.1% |
-20 | 17 | 0.2% |
-30 | 16 | 0.2% |
-45 | 14 | 0.1% |
소등편차
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
15 | |
---|---|
5 | 794 |
13 | 13 |
10 | 7 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 1.9206 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 15 |
---|---|
2nd row | 15 |
3rd row | 15 |
4th row | 5 |
5th row | 15 |
Common Values
Value | Count | Frequency (%) |
15 | 9186 | |
5 | 794 | 7.9% |
13 | 13 | 0.1% |
10 | 7 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
15 | 9186 | |
5 | 794 | 7.9% |
13 | 13 | 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
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
1011231 | |
---|---|
1030 | 6 |
6011231 | 4 |
12011231 | 3 |
11030 | 1 |
Length
Max length | 8 |
---|---|
Median length | 7 |
Mean length | 6.9983 |
Min length | 4 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | 1011231 |
---|---|
2nd row | 1011231 |
3rd row | 1011231 |
4th row | 1011231 |
5th row | 1011231 |
Common Values
Value | Count | Frequency (%) |
1011231 | 9986 | |
1030 | 6 | 0.1% |
6011231 | 4 | < 0.1% |
12011231 | 3 | < 0.1% |
11030 | 1 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1011231 | 9986 | |
1030 | 6 | 0.1% |
6011231 | 4 | < 0.1% |
12011231 | 3 | < 0.1% |
11030 | 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 | 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 | |
---|---|
96 | 7 |
30 | 4 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.9989 |
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 | 9989 | |
96 | 7 | 0.1% |
30 | 4 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
100 | 9989 | |
96 | 7 | 0.1% |
30 | 4 | < 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 | 133 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 31.9125 |
Minimum | 0 |
---|---|
Maximum | 229 |
Zeros | 4068 |
Zeros (%) | 40.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 29 |
Q3 | 52 |
95-th percentile | 101 |
Maximum | 229 |
Range | 229 |
Interquartile range (IQR) | 52 |
Descriptive statistics
Standard deviation | 32.30043 |
---|---|
Coefficient of variation (CV) | 1.0121561 |
Kurtosis | 1.3475426 |
Mean | 31.9125 |
Median Absolute Deviation (MAD) | 29 |
Skewness | 0.94441634 |
Sum | 319125 |
Variance | 1043.3178 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 4068 | |
53 | 615 | 6.2% |
52 | 541 | 5.4% |
51 | 471 | 4.7% |
48 | 387 | 3.9% |
27 | 345 | 3.5% |
54 | 325 | 3.2% |
49 | 288 | 2.9% |
26 | 256 | 2.6% |
50 | 244 | 2.4% |
Other values (123) | 2460 |
Value | Count | Frequency (%) |
0 | 4068 | |
20 | 1 | < 0.1% |
21 | 1 | < 0.1% |
22 | 1 | < 0.1% |
23 | 2 | < 0.1% |
24 | 13 | 0.1% |
25 | 78 | 0.8% |
26 | 256 | 2.6% |
27 | 345 | 3.5% |
28 | 150 | 1.5% |
Value | Count | Frequency (%) |
229 | 1 | < 0.1% |
220 | 4 | |
216 | 2 | |
205 | 1 | < 0.1% |
202 | 1 | < 0.1% |
201 | 3 | |
200 | 1 | < 0.1% |
174 | 2 | |
167 | 1 | < 0.1% |
163 | 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 | 3 |
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 | 9997 | |
1 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9997 | |
1 | 3 | < 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 | 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% |
깜빡거림(정상:0, 고장:1)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 | |
---|---|
1 | 16 |
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 | 9984 | |
1 | 16 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 9984 | |
1 | 16 | 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 | 1 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 5945 | |
0 | 4055 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 5945 | |
0 | 4055 |
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 | 7381 |
---|---|
Distinct (%) | 73.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2024-01-08 00:00:10 |
---|---|
Maximum | 2024-01-09 00:49:45 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
122 | 강북구 | BMC-300S | 019010d0000d6d0 | 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 | 2024-01-08 00:18:16 |
6626 | 강북구 | BMC-300S | 019010d00007083 | 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 | 2024-01-08 07:50:21 |
5970 | 강북구 | BMC-300S | 359369083302329 | 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 | 2024-01-08 07:35:12 |
3219 | 강북구 | BMC-300S | 359369081219889 | 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 | 2024-01-08 05:08:49 |
4736 | 강북구 | BMC-300S | 019010d00012284 | 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 | 2024-01-08 06:12:47 |
5828 | 강북구 | BMC-300S | 359369083433108 | 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 | 2024-01-08 07:34:38 |
14386 | 강북구 | BMC-300S | 019010d00003e99 | 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 | 2024-01-08 19:15:09 |
10682 | 강북구 | BMC-300S | 019010d000149e6 | 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 | 2024-01-08 15:25:32 |
15823 | 강북구 | BMC-300S | 359369083304655 | 240 | 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 | 2024-01-08 21:50:56 |
12724 | 강북구 | BMC-300S | 359369084344882 | 240 | 10 | 1 | -15 | 5 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 99 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-08 17:45:55 |
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7960 | 강북구 | BMC-300S | 019010d0000d43d | 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 | 2024-01-08 11:23:26 |
1975 | 강북구 | BMC-300S | 019010d0000d75f | 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 | 2024-01-08 02:23:29 |
3757 | 강북구 | BMC-300S | 359369083301669 | 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 | 2024-01-08 05:55:38 |
4236 | 강북구 | BMC-300S | 359369083299426 | 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 | 2024-01-08 05:59:39 |
9694 | 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 | 2024-01-08 12:47:41 |
13199 | 강북구 | BMC-300S | 359369081409993 | 240 | 4 | 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 | 2024-01-08 17:47:50 |
7196 | 강북구 | BMC-300S | 019010d00013709 | 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 | 2024-01-08 09:16:33 |
13745 | 강북구 | BMC-300S | 359369083384103 | 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 | 2024-01-08 17:50:12 |
7884 | 강북구 | BMC-300S | 019010d0001228f | 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 | 2024-01-08 11:10:49 |
4757 | 강북구 | BMC-300S | 019010d00006994 | 120 | 10 | 1 | -15 | 15 | XX | 0 | 0 | 0 | 1011231 | XX | 0 | 100 | XX | 0 | 100 | XX | 0 | 100 | 100 | 42 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2024-01-08 06:15:19 |