Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 800.8 KiB |
Average record size in memory | 82.0 B |
Variable types
Numeric | 1 |
---|---|
Categorical | 4 |
DateTime | 4 |
Dataset
Description | 인천광역시 서구 문자발송시스템 발송 현황에 대한 데이터로 발신번호, 메시지 종류, 발송건수 등의 정보가 포함되어 있습니다.(상담민원 이력 알림 관련문자) |
---|---|
Author | 인천광역시 서구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15091238&srcSe=7661IVAWM27C61E190 |
Reproduction
Analysis started | 2024-01-28 11:19:37.248828 |
---|---|
Analysis finished | 2024-01-28 11:19:38.041580 |
Duration | 0.79 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
번호
Real number (ℝ)
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 46648.706 |
Minimum | 14 |
---|---|
Maximum | 93049 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 14 |
---|---|
5-th percentile | 4420.95 |
Q1 | 23249.5 |
median | 46778 |
Q3 | 70166.5 |
95-th percentile | 88123.7 |
Maximum | 93049 |
Range | 93035 |
Interquartile range (IQR) | 46917 |
Descriptive statistics
Standard deviation | 26882.357 |
---|---|
Coefficient of variation (CV) | 0.5762723 |
Kurtosis | -1.2054775 |
Mean | 46648.706 |
Median Absolute Deviation (MAD) | 23459.5 |
Skewness | -0.011524921 |
Sum | 4.6648706 × 108 |
Variance | 7.2266111 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
86859 | 1 | < 0.1% |
2692 | 1 | < 0.1% |
31957 | 1 | < 0.1% |
4919 | 1 | < 0.1% |
46042 | 1 | < 0.1% |
66316 | 1 | < 0.1% |
91879 | 1 | < 0.1% |
56008 | 1 | < 0.1% |
54753 | 1 | < 0.1% |
71052 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
14 | 1 | |
20 | 1 | |
23 | 1 | |
27 | 1 | |
28 | 1 | |
52 | 1 | |
66 | 1 | |
81 | 1 | |
89 | 1 | |
92 | 1 |
Value | Count | Frequency (%) |
93049 | 1 | |
93040 | 1 | |
93037 | 1 | |
93036 | 1 | |
93017 | 1 | |
92990 | 1 | |
92985 | 1 | |
92969 | 1 | |
92961 | 1 | |
92956 | 1 |
발신번호
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
032-560-5940 |
---|
Length
Max length | 12 |
---|---|
Median length | 12 |
Mean length | 12 |
Min length | 12 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 032-560-5940 |
---|---|
2nd row | 032-560-5940 |
3rd row | 032-560-5940 |
4th row | 032-560-5940 |
5th row | 032-560-5940 |
Common Values
Value | Count | Frequency (%) |
032-560-5940 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
032-560-5940 | 10000 |
메시지 종류
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
SMS |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | SMS |
---|---|
2nd row | SMS |
3rd row | SMS |
4th row | SMS |
5th row | SMS |
Common Values
Value | Count | Frequency (%) |
SMS | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
sms | 10000 |
발송건수
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 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 |
발송상태
Categorical
IMBALANCE
 
Distinct | 6 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
전송성공 | |
---|---|
기타에러 | 93 |
실패 | 57 |
메시지유효시간초과 | 17 |
비가입,결번,서비스정지 | 15 |
Length
Max length | 12 |
---|---|
Median length | 4 |
Mean length | 4.0115 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전송성공 |
---|---|
2nd row | 전송성공 |
3rd row | 전송성공 |
4th row | 전송성공 |
5th row | 전송성공 |
Common Values
Value | Count | Frequency (%) |
전송성공 | 9815 | |
기타에러 | 93 | 0.9% |
실패 | 57 | 0.6% |
메시지유효시간초과 | 17 | 0.2% |
비가입,결번,서비스정지 | 15 | 0.1% |
단말기전원꺼짐,음영지역 | 3 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
전송성공 | 9815 | |
기타에러 | 93 | 0.9% |
실패 | 57 | 0.6% |
메시지유효시간초과 | 17 | 0.2% |
비가입,결번,서비스정지 | 15 | 0.1% |
단말기전원꺼짐,음영지역 | 3 | < 0.1% |
등록일
Date
Distinct | 9455 |
---|---|
Distinct (%) | 94.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2021-01-04 11:50:00 |
---|---|
Maximum | 2022-08-31 23:26:00 |
발송예정일
Date
Distinct | 9459 |
---|---|
Distinct (%) | 94.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2021-01-04 11:50:00 |
---|---|
Maximum | 2022-08-31 23:26:00 |
발송완료일
Date
Distinct | 9459 |
---|---|
Distinct (%) | 94.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2021-01-04 11:50:00 |
---|---|
Maximum | 2022-08-31 23:26:00 |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2022-09-15 00:00:00 |
---|---|
Maximum | 2022-09-15 00:00:00 |
번호 | 발송상태 | |
---|---|---|
번호 | 1.000 | 0.153 |
발송상태 | 0.153 | 1.000 |
번호 | 발송상태 | |
---|---|---|
번호 | 1.000 | 0.081 |
발송상태 | 0.081 | 1.000 |
번호 | 발신번호 | 메시지 종류 | 발송건수 | 발송상태 | 등록일 | 발송예정일 | 발송완료일 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
86858 | 86859 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-07-21 23:06 | 2022-07-21 23:06 | 2022-07-21 23:06 | 2022-09-15 |
68621 | 68622 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-04-12 17:11 | 2022-04-12 17:11 | 2022-04-12 17:11 | 2022-09-15 |
36589 | 36590 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-09-19 14:02 | 2021-09-19 14:02 | 2021-09-19 14:02 | 2022-09-15 |
64233 | 64234 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-03-16 10:45 | 2022-03-16 10:45 | 2022-03-16 10:45 | 2022-09-15 |
43542 | 43543 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-11-03 10:52 | 2021-11-03 10:52 | 2021-11-03 10:52 | 2022-09-15 |
73566 | 73567 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-05-13 18:42 | 2022-05-13 18:42 | 2022-05-13 18:42 | 2022-09-15 |
78597 | 78598 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-06-10 22:58 | 2022-06-10 22:58 | 2022-06-10 22:58 | 2022-09-15 |
66510 | 66511 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-03-29 19:01 | 2022-03-29 19:01 | 2022-03-29 19:01 | 2022-09-15 |
87633 | 87634 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-07-27 09:09 | 2022-07-27 09:09 | 2022-07-27 09:09 | 2022-09-15 |
70622 | 70623 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-04-25 18:09 | 2022-04-25 18:09 | 2022-04-25 18:09 | 2022-09-15 |
번호 | 발신번호 | 메시지 종류 | 발송건수 | 발송상태 | 등록일 | 발송예정일 | 발송완료일 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|
80189 | 80190 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-06-19 08:55 | 2022-06-19 08:55 | 2022-06-19 08:55 | 2022-09-15 |
37778 | 37779 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-09-28 13:54 | 2021-09-28 13:55 | 2021-09-28 13:55 | 2022-09-15 |
22787 | 22788 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-07-16 16:47 | 2021-07-16 16:47 | 2021-07-16 16:47 | 2022-09-15 |
33622 | 33623 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-08-31 20:23 | 2021-08-31 20:23 | 2021-08-31 20:23 | 2022-09-15 |
19991 | 19992 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-06-25 17:18 | 2021-06-25 17:18 | 2021-06-25 17:18 | 2022-09-15 |
90069 | 90070 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-08-12 15:28 | 2022-08-12 15:28 | 2022-08-12 15:28 | 2022-09-15 |
13802 | 13803 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-05-04 09:54 | 2021-05-04 09:54 | 2021-05-04 09:54 | 2022-09-15 |
31963 | 31964 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-08-21 14:06 | 2021-08-21 14:06 | 2021-08-21 14:06 | 2022-09-15 |
28451 | 28452 | 032-560-5940 | SMS | 1 | 전송성공 | 2021-08-30 15:15 | 2021-08-30 15:15 | 2021-08-30 15:15 | 2022-09-15 |
78036 | 78037 | 032-560-5940 | SMS | 1 | 전송성공 | 2022-06-10 00:04 | 2022-06-10 00:04 | 2022-06-10 00:04 | 2022-09-15 |