Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 10000 |
Missing cells | 20000 |
Missing cells (%) | 28.6% |
Duplicate rows | 43 |
Duplicate rows (%) | 0.4% |
Total size in memory | 615.5 KiB |
Average record size in memory | 63.0 B |
Variable types
Unsupported | 3 |
---|---|
Categorical | 2 |
Numeric | 1 |
DateTime | 1 |
Dataset
Description | 파일 다운로드 |
---|---|
Author | 서울특별시 |
URL | https://data.seoul.go.kr/dataList/OA-15966/S/1/datasetView.do |
모델명 has constant value "" | Constant |
Dataset has 43 (0.4%) duplicate rows | Duplicates |
고유번호 is highly imbalanced (59.5%) | Imbalance |
악취저감장치 연속OFF시간 has 10000 (100.0%) missing values | Missing |
등록일시 has 10000 (100.0%) missing values | Missing |
기관 명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
악취저감장치 연속OFF시간 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등록일시 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) has 8324 (83.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-05-17 22:14:28.680958 |
---|---|
Analysis finished | 2024-05-17 22:14:30.030291 |
Duration | 1.35 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기관 명
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 0 |
---|---|
Missing (%) | 0.0% |
Memory size | 97.9 KiB |
모델명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 97.9 KiB |
1 |
---|
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 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 10000 |
고유번호
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 97.9 KiB |
1 | |
---|---|
0 | 807 |
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 | 9193 | |
0 | 807 | 8.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 9193 | |
0 | 807 | 8.1% |
IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2)
Real number (ℝ)
ZEROS
 
Distinct | 1209 |
---|---|
Distinct (%) | 12.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 485.8133 |
Minimum | 0 |
---|---|
Maximum | 22188 |
Zeros | 8324 |
Zeros (%) | 83.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 107.7 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 3107.4 |
Maximum | 22188 |
Range | 22188 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1911.3612 |
---|---|
Coefficient of variation (CV) | 3.9343533 |
Kurtosis | 36.942002 |
Mean | 485.8133 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 5.5580527 |
Sum | 4858133 |
Variance | 3653301.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 8324 | |
2 | 8 | 0.1% |
13 | 8 | 0.1% |
1074 | 7 | 0.1% |
1108 | 6 | 0.1% |
1093 | 6 | 0.1% |
1096 | 6 | 0.1% |
61 | 6 | 0.1% |
1136 | 6 | 0.1% |
10 | 6 | 0.1% |
Other values (1199) | 1617 | 16.2% |
Value | Count | Frequency (%) |
0 | 8324 | |
2 | 8 | 0.1% |
3 | 3 | < 0.1% |
4 | 4 | < 0.1% |
5 | 1 | < 0.1% |
6 | 2 | < 0.1% |
7 | 4 | < 0.1% |
8 | 2 | < 0.1% |
9 | 1 | < 0.1% |
10 | 6 | 0.1% |
Value | Count | Frequency (%) |
22188 | 1 | |
22185 | 1 | |
22179 | 1 | |
22169 | 1 | |
22167 | 1 | |
22153 | 1 | |
22148 | 1 | |
22144 | 1 | |
22134 | 1 | |
16907 | 1 |
Distinct | 9908 |
---|---|
Distinct (%) | 99.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 97.9 KiB |
Minimum | 2024-01-22 00:20:03 |
---|---|
Maximum | 2024-01-25 14:39:25 |
악취저감장치 연속OFF시간
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 107.7 KiB |
등록일시
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 107.7 KiB |
고유번호 | IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) | |
---|---|---|
고유번호 | 1.000 | 0.470 |
IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) | 0.470 | 1.000 |
기관 명 | 모델명 | 고유번호 | IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) | 악취저감장치상태(꺼짐:0, 켜짐:1, 알수없음:2) | 악취저감장치 연속OFF시간 | 등록일시 | ||
---|---|---|---|---|---|---|---|---|
서울시 | NTS100 | 0000002103 | 1 | 1 | 0 | 2024-01-22 12:32:03 | <NA> | <NA> |
NTS100 | 0000000629 | 1 | 1 | 0 | 2024-01-24 08:05:03 | <NA> | <NA> | |
NTS100 | 0000000404 | 1 | 1 | 0 | 2024-01-23 08:41:40 | <NA> | <NA> | |
NTS100 | 0000000031 | 1 | 1 | 11600 | 2024-01-22 07:35:06 | <NA> | <NA> | |
NTS100 | 0000000080 | 1 | 1 | 0 | 2024-01-22 02:41:24 | <NA> | <NA> | |
NTS100 | 383 | 1 | 1 | 0 | 2024-01-25 07:48:19 | <NA> | <NA> | |
NTS100 | 0000000346 | 1 | 1 | 0 | 2024-01-23 10:15:58 | <NA> | <NA> | |
NTS100 | 926 | 1 | 1 | 0 | 2024-01-24 19:52:09 | <NA> | <NA> | |
NTS100 | 0000000867 | 1 | 1 | 0 | 2024-01-23 02:29:43 | <NA> | <NA> | |
NTS100 | 0000000231 | 1 | 1 | 24 | 2024-01-23 23:25:45 | <NA> | <NA> |
기관 명 | 모델명 | 고유번호 | IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) | 악취저감장치상태(꺼짐:0, 켜짐:1, 알수없음:2) | 악취저감장치 연속OFF시간 | 등록일시 | ||
---|---|---|---|---|---|---|---|---|
서울시 | NTS100 | 0000000256 | 1 | 1 | 0 | 2024-01-22 06:51:34 | <NA> | <NA> |
NTS100 | 0000000974 | 1 | 1 | 0 | 2024-01-23 09:33:06 | <NA> | <NA> | |
NTS100 | 0000000703 | 1 | 1 | 0 | 2024-01-23 04:47:38 | <NA> | <NA> | |
NTS100 | 0000001089 | 1 | 1 | 0 | 2024-01-23 14:15:52 | <NA> | <NA> | |
NTS100 | 638 | 1 | 1 | 0 | 2024-01-24 11:12:56 | <NA> | <NA> | |
NTS100 | 0000000271 | 1 | 1 | 0 | 2024-01-22 06:51:48 | <NA> | <NA> | |
NTS100 | 2063 | 1 | 1 | 598 | 2024-01-24 21:29:08 | <NA> | <NA> | |
NTS100 | 139 | 1 | 1 | 0 | 2024-01-25 02:42:44 | <NA> | <NA> | |
NTS100 | 717 | 1 | 1 | 0 | 2024-01-25 02:50:02 | <NA> | <NA> | |
NTS100 | 146 | 1 | 1 | 0 | 2024-01-25 04:16:28 | <NA> | <NA> |
Most frequently occurring
모델명 | 고유번호 | IoT기기상태값(꺼짐:0, 켜짐:1, 알수없음:2) | 악취저감장치상태(꺼짐:0, 켜짐:1, 알수없음:2) | # duplicates | |
---|---|---|---|---|---|
23 | 1 | 1 | 0 | 2024-01-23 02:32:58 | 4 |
24 | 1 | 1 | 0 | 2024-01-23 02:34:39 | 4 |
12 | 1 | 1 | 0 | 2024-01-23 02:20:39 | 3 |
13 | 1 | 1 | 0 | 2024-01-23 02:21:08 | 3 |
14 | 1 | 1 | 0 | 2024-01-23 02:22:07 | 3 |
16 | 1 | 1 | 0 | 2024-01-23 02:23:52 | 3 |
21 | 1 | 1 | 0 | 2024-01-23 02:31:24 | 3 |
22 | 1 | 1 | 0 | 2024-01-23 02:32:14 | 3 |
29 | 1 | 1 | 0 | 2024-01-24 02:34:41 | 3 |
32 | 1 | 1 | 0 | 2024-01-24 02:37:47 | 3 |