Dataset statistics
Number of variables | 17 |
---|---|
Number of observations | 100 |
Missing cells | 1400 |
Missing cells (%) | 82.4% |
Duplicate rows | 10 |
Duplicate rows (%) | 10.0% |
Total size in memory | 14.9 KiB |
Average record size in memory | 152.3 B |
Variable types
Categorical | 3 |
---|---|
Unsupported | 14 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 환경부산하기관 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=e46f4a40-38bb-11ea-be28-4fa0eb812a46 |
생성날짜 has constant value "" | Constant |
Dataset has 10 (10.0%) duplicate rows | Duplicates |
통보전체 has 100 (100.0%) missing values | Missing |
통보원인 has 100 (100.0%) missing values | Missing |
통보등급 has 100 (100.0%) missing values | Missing |
행동요령 has 100 (100.0%) missing values | Missing |
이미지URL1 has 100 (100.0%) missing values | Missing |
이미지URL2 has 100 (100.0%) missing values | Missing |
이미지URL3 has 100 (100.0%) missing values | Missing |
이미지URL4 has 100 (100.0%) missing values | Missing |
이미지URL5 has 100 (100.0%) missing values | Missing |
이미지URL6 has 100 (100.0%) missing values | Missing |
이미지URL7 has 100 (100.0%) missing values | Missing |
이미지URL8 has 100 (100.0%) missing values | Missing |
이미지URL9 has 100 (100.0%) missing values | Missing |
통보데이터 has 100 (100.0%) missing values | Missing |
통보전체 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
통보원인 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
통보등급 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
행동요령 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이미지URL9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
통보데이터 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-10 11:08:11.448427 |
---|---|
Analysis finished | 2023-12-10 11:08:12.135873 |
Duration | 0.69 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
통보시간
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 5.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
2020-01-12 | |
---|---|
2020-01-11 | |
2020-01-10 | |
2020-01-09 | |
2020-01-08 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020-01-12 |
---|---|
2nd row | 2020-01-12 |
3rd row | 2020-01-12 |
4th row | 2020-01-12 |
5th row | 2020-01-12 |
Common Values
Value | Count | Frequency (%) |
2020-01-12 | 20 | |
2020-01-11 | 20 | |
2020-01-10 | 20 | |
2020-01-09 | 20 | |
2020-01-08 | 20 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020-01-12 | 20 | |
2020-01-11 | 20 | |
2020-01-10 | 20 | |
2020-01-09 | 20 | |
2020-01-08 | 20 |
통보코드
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
PM25 | |
---|---|
PM10 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | PM25 |
---|---|
2nd row | PM10 |
3rd row | PM10 |
4th row | PM25 |
5th row | PM25 |
Common Values
Value | Count | Frequency (%) |
PM25 | 50 | |
PM10 | 50 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
pm25 | 50 | |
pm10 | 50 |
통보전체
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
통보원인
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
통보등급
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
행동요령
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL1
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL2
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL3
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
이미지URL9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
통보데이터
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 100 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.0 KiB |
생성날짜
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
20191217 |
---|
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20191217 |
---|---|
2nd row | 20191217 |
3rd row | 20191217 |
4th row | 20191217 |
5th row | 20191217 |
Common Values
Value | Count | Frequency (%) |
20191217 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20191217 | 100 |
통보시간 | 통보코드 | |
---|---|---|
통보시간 | 1.000 | 0.000 |
통보코드 | 0.000 | 1.000 |
통보코드 | 통보시간 | |
---|---|---|
통보코드 | 1.000 | 0.000 |
통보시간 | 0.000 | 1.000 |
통보시간 | 통보코드 | |
---|---|---|
통보시간 | 1.000 | 0.000 |
통보코드 | 0.000 | 1.000 |
통보시간 | 통보코드 | 통보전체 | 통보원인 | 통보등급 | 행동요령 | 이미지URL1 | 이미지URL2 | 이미지URL3 | 이미지URL4 | 이미지URL5 | 이미지URL6 | 이미지URL7 | 이미지URL8 | 이미지URL9 | 통보데이터 | 생성날짜 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2020-01-12 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
1 | 2020-01-12 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
2 | 2020-01-12 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
3 | 2020-01-12 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
4 | 2020-01-12 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
5 | 2020-01-12 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
6 | 2020-01-12 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
7 | 2020-01-12 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
8 | 2020-01-12 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
9 | 2020-01-12 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
통보시간 | 통보코드 | 통보전체 | 통보원인 | 통보등급 | 행동요령 | 이미지URL1 | 이미지URL2 | 이미지URL3 | 이미지URL4 | 이미지URL5 | 이미지URL6 | 이미지URL7 | 이미지URL8 | 이미지URL9 | 통보데이터 | 생성날짜 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 | 2020-01-08 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
91 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
92 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
93 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
94 | 2020-01-08 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
95 | 2020-01-08 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
96 | 2020-01-08 | PM10 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
97 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
98 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
99 | 2020-01-08 | PM25 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 20191217 |
Most frequently occurring
통보시간 | 통보코드 | 생성날짜 | # duplicates | |
---|---|---|---|---|
0 | 2020-01-08 | PM10 | 20191217 | 10 |
1 | 2020-01-08 | PM25 | 20191217 | 10 |
2 | 2020-01-09 | PM10 | 20191217 | 10 |
3 | 2020-01-09 | PM25 | 20191217 | 10 |
4 | 2020-01-10 | PM10 | 20191217 | 10 |
5 | 2020-01-10 | PM25 | 20191217 | 10 |
6 | 2020-01-11 | PM10 | 20191217 | 10 |
7 | 2020-01-11 | PM25 | 20191217 | 10 |
8 | 2020-01-12 | PM10 | 20191217 | 10 |
9 | 2020-01-12 | PM25 | 20191217 | 10 |