Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 99782 |
| Missing cells (%) | 49.9% |
| Duplicate rows | 61 |
| Duplicate rows (%) | 0.6% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 169.0 B |
Variable types
| Numeric | 1 |
|---|---|
| DateTime | 4 |
| Unsupported | 1 |
| Boolean | 1 |
| Text | 11 |
| Categorical | 2 |
Dataset
| Description | 23~25 공공데이터 중장기 개방계획에 의한 생활민원처리시스템 DB개방자료로서 발송이력정보,생활민원처리정보,이관정보,협조부서정보 등의 테이블을 합성하여 개방함 |
|---|---|
| Author | 충청남도 |
| URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=16&beforeMenuCd=DOM_000000201001001000&publicdatapk=15122610 |
| Dataset has 61 (0.6%) duplicate rows | Duplicates |
생활민원번호 is highly overall correlated with 중장기연장처리예정일 and 1 other fields | High correlation |
중장기연장처리예정일 is highly overall correlated with 생활민원번호 | High correlation |
중장기연장처리사유 is highly overall correlated with 생활민원번호 | High correlation |
중장기연장처리예정일 is highly imbalanced (99.6%) | Imbalance |
중장기연장처리사유 is highly imbalanced (99.6%) | Imbalance |
이관요청일시 has 5650 (56.5%) missing values | Missing |
알림예약일시 has 9502 (95.0%) missing values | Missing |
배정자부서명 has 8749 (87.5%) missing values | Missing |
배정자팀명 has 8755 (87.5%) missing values | Missing |
이관처리부서명 has 5656 (56.6%) missing values | Missing |
이관처리팀명 has 5668 (56.7%) missing values | Missing |
이관시의견 has 7907 (79.1%) missing values | Missing |
이관부서명 has 7902 (79.0%) missing values | Missing |
협조요청일시 has 9983 (99.8%) missing values | Missing |
협조부서명 has 9983 (99.8%) missing values | Missing |
협조상위부서명 has 9995 (> 99.9%) missing values | Missing |
협조팀명 has 9983 (99.8%) missing values | Missing |
발송일시 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2024-01-09 22:41:42.577121 |
|---|---|
| Analysis finished | 2024-01-09 22:41:44.811692 |
| Duration | 2.23 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
생활민원번호
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9182 |
|---|---|
| Distinct (%) | 91.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0193505 × 1010 |
| Minimum | 2.0180428 × 1010 |
|---|---|
| Maximum | 2.0210324 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.0 KiB |
Quantile statistics
| Minimum | 2.0180428 × 1010 |
|---|---|
| 5-th percentile | 2.018062 × 1010 |
| Q1 | 2.0190107 × 1010 |
| median | 2.0191004 × 1010 |
| Q3 | 2.0200804 × 1010 |
| 95-th percentile | 2.0210214 × 1010 |
| Maximum | 2.0210324 × 1010 |
| Range | 29896052 |
| Interquartile range (IQR) | 10697225 |
Descriptive statistics
| Standard deviation | 9265111.1 |
|---|---|
| Coefficient of variation (CV) | 0.00045881638 |
| Kurtosis | -1.0247792 |
| Mean | 2.0193505 × 1010 |
| Median Absolute Deviation (MAD) | 9792023 |
| Skewness | 0.070135375 |
| Sum | 2.0193505 × 1014 |
| Variance | 8.5842283 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20201027054 | 4 | < 0.1% |
| 20190606006 | 4 | < 0.1% |
| 20190509025 | 4 | < 0.1% |
| 20190627025 | 3 | < 0.1% |
| 20180619025 | 3 | < 0.1% |
| 20181012023 | 3 | < 0.1% |
| 20180509044 | 3 | < 0.1% |
| 20180814033 | 3 | < 0.1% |
| 20190520003 | 3 | < 0.1% |
| 20180514033 | 3 | < 0.1% |
| Other values (9172) | 9967 |
| Value | Count | Frequency (%) |
| 20180428028 | 1 | |
| 20180430020 | 1 | |
| 20180430032 | 1 | |
| 20180430034 | 1 | |
| 20180501011 | 1 | |
| 20180502039 | 1 | |
| 20180503039 | 1 | |
| 20180504008 | 1 | |
| 20180504012 | 1 | |
| 20180505007 | 1 |
| Value | Count | Frequency (%) |
| 20210324080 | 2 | |
| 20210324078 | 1 | |
| 20210324077 | 1 | |
| 20210324070 | 1 | |
| 20210324069 | 1 | |
| 20210324067 | 1 | |
| 20210324065 | 1 | |
| 20210324064 | 1 | |
| 20210324059 | 1 | |
| 20210324058 | 1 |
발송요청일시
Date
| Distinct | 8712 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| Minimum | 2018-05-07 11:14:00 |
|---|---|
| Maximum | 2021-04-01 09:00:00 |
Histogram with fixed size bins (bins=50)
발송일시
Unsupported
REJECTED UNSUPPORTED
| Missing | 23 |
|---|---|
| Missing (%) | 0.2% |
| Memory size | 156.2 KiB |
출동처리여부
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 26 |
| Missing (%) | 0.3% |
| Memory size | 97.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| True | 5024 | |
| False | 4950 | |
| (Missing) | 26 | 0.3% |
출동예정일시
Text
| Distinct | 3928 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 8.6405 |
| Min length | 1 |
Characters and Unicode
| Total characters | 86405 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3055 ? |
|---|---|
| Unique (%) | 30.6% |
Sample
| 1st row | 2018-08-28 14:20 |
|---|---|
| 2nd row | |
| 3rd row | 2019-07-23 10:20 |
| 4th row | |
| 5th row | 2019-09-10 17:50 |
| Value | Count | Frequency (%) |
| 10:00 | 621 | 6.1% |
| 14:00 | 535 | 5.3% |
| 15:00 | 409 | 4.0% |
| 09:00 | 356 | 3.5% |
| 16:00 | 305 | 3.0% |
| 11:00 | 297 | 2.9% |
| 13:00 | 207 | 2.0% |
| 14:30 | 156 | 1.5% |
| 17:00 | 145 | 1.4% |
| 15:30 | 136 | 1.3% |
| Other values (1048) | 7020 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22494 | |
| 1 | 12916 | |
| 2 | 10310 | |
| - | 10182 | |
| 10000 | ||
| : | 5101 | 5.9% |
| 9 | 3245 | 3.8% |
| 8 | 2785 | 3.2% |
| 3 | 2599 | 3.0% |
| 5 | 2092 | 2.4% |
| Other values (3) | 4681 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 61122 | |
| Dash Punctuation | 10182 | 11.8% |
| Space Separator | 10000 | 11.6% |
| Other Punctuation | 5101 | 5.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22494 | |
| 1 | 12916 | |
| 2 | 10310 | |
| 9 | 3245 | 5.3% |
| 8 | 2785 | 4.6% |
| 3 | 2599 | 4.3% |
| 5 | 2092 | 3.4% |
| 4 | 1744 | 2.9% |
| 6 | 1563 | 2.6% |
| 7 | 1374 | 2.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10182 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 5101 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86405 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22494 | |
| 1 | 12916 | |
| 2 | 10310 | |
| - | 10182 | |
| 10000 | ||
| : | 5101 | 5.9% |
| 9 | 3245 | 3.8% |
| 8 | 2785 | 3.2% |
| 3 | 2599 | 3.0% |
| 5 | 2092 | 2.4% |
| Other values (3) | 4681 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86405 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22494 | |
| 1 | 12916 | |
| 2 | 10310 | |
| - | 10182 | |
| 10000 | ||
| : | 5101 | 5.9% |
| 9 | 3245 | 3.8% |
| 8 | 2785 | 3.2% |
| 3 | 2599 | 3.0% |
| 5 | 2092 | 2.4% |
| Other values (3) | 4681 | 5.4% |
처리완료일시
Text
| Distinct | 8983 |
|---|---|
| Distinct (%) | 89.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.9595 |
| Min length | 1 |
Characters and Unicode
| Total characters | 159595 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8075 ? |
|---|---|
| Unique (%) | 80.8% |
Sample
| 1st row | 2018-08-28 17:56 |
|---|---|
| 2nd row | 2018-08-13 13:45 |
| 3rd row | 2019-07-01 09:39 |
| 4th row | 2020-09-11 12:12 |
| 5th row | 2019-09-10 19:32 |
| Value | Count | Frequency (%) |
| 2020-08-10 | 59 | 0.3% |
| 2019-09-09 | 48 | 0.2% |
| 2020-08-12 | 44 | 0.2% |
| 09:17 | 41 | 0.2% |
| 2020-08-11 | 40 | 0.2% |
| 2020-08-06 | 40 | 0.2% |
| 09:16 | 38 | 0.2% |
| 09:15 | 38 | 0.2% |
| 2020-08-18 | 37 | 0.2% |
| 09:13 | 37 | 0.2% |
| Other values (1751) | 19524 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32175 | |
| 1 | 25710 | |
| 2 | 23010 | |
| - | 19946 | |
| 10000 | 6.3% | |
| : | 9973 | 6.2% |
| 9 | 7762 | 4.9% |
| 8 | 6919 | 4.3% |
| 3 | 5657 | 3.5% |
| 5 | 5006 | 3.1% |
| Other values (3) | 13437 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 119676 | |
| Dash Punctuation | 19946 | 12.5% |
| Space Separator | 10000 | 6.3% |
| Other Punctuation | 9973 | 6.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32175 | |
| 1 | 25710 | |
| 2 | 23010 | |
| 9 | 7762 | 6.5% |
| 8 | 6919 | 5.8% |
| 3 | 5657 | 4.7% |
| 5 | 5006 | 4.2% |
| 4 | 4679 | 3.9% |
| 7 | 4638 | 3.9% |
| 6 | 4120 | 3.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19946 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 9973 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 159595 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32175 | |
| 1 | 25710 | |
| 2 | 23010 | |
| - | 19946 | |
| 10000 | 6.3% | |
| : | 9973 | 6.2% |
| 9 | 7762 | 4.9% |
| 8 | 6919 | 4.3% |
| 3 | 5657 | 3.5% |
| 5 | 5006 | 3.1% |
| Other values (3) | 13437 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159595 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32175 | |
| 1 | 25710 | |
| 2 | 23010 | |
| - | 19946 | |
| 10000 | 6.3% | |
| : | 9973 | 6.2% |
| 9 | 7762 | 4.9% |
| 8 | 6919 | 4.3% |
| 3 | 5657 | 3.5% |
| 5 | 5006 | 3.1% |
| Other values (3) | 13437 |
이관요청일시
Date
MISSING
| Distinct | 3912 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 5650 |
| Missing (%) | 56.5% |
| Memory size | 156.2 KiB |
| Minimum | 2019-12-31 00:27:00 |
|---|---|
| Maximum | 2021-03-30 14:51:00 |
Histogram with fixed size bins (bins=50)
알림예약일시
Date
MISSING
| Distinct | 249 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 9502 |
| Missing (%) | 95.0% |
| Memory size | 156.2 KiB |
| Minimum | 2019-12-31 09:00:00 |
|---|---|
| Maximum | 2021-03-25 09:05:00 |
Histogram with fixed size bins (bins=50)
배정자부서명
Text
MISSING
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 8749 |
| Missing (%) | 87.5% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.4708233 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5593 |
|---|---|
| Distinct characters | 116 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 교통행정과 |
|---|---|
| 2nd row | 자원순환과 |
| 3rd row | 교통행정과 |
| 4th row | 민원봉사과 |
| 5th row | 미래전략과 |
| Value | Count | Frequency (%) |
| 민원봉사과 | 199 | 15.9% |
| 도로과 | 75 | 6.0% |
| 허가담당관 | 72 | 5.8% |
| 교통행정과 | 55 | 4.4% |
| 자원순환과 | 51 | 4.1% |
| 환경보전과 | 50 | 4.0% |
| 기후변화대책과 | 35 | 2.8% |
| 기업경제과 | 34 | 2.7% |
| 건축과 | 33 | 2.6% |
| 위생과 | 32 | 2.6% |
| Other values (51) | 615 |
Most occurring characters
| Value | Count | Frequency (%) |
| 과 | 1089 | 19.5% |
| 원 | 287 | 5.1% |
| 사 | 246 | 4.4% |
| 봉 | 204 | 3.6% |
| 민 | 199 | 3.6% |
| 정 | 146 | 2.6% |
| 도 | 141 | 2.5% |
| 관 | 138 | 2.5% |
| 경 | 105 | 1.9% |
| 가 | 103 | 1.8% |
| Other values (106) | 2935 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 5575 | |
| Decimal Number | 18 | 0.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 과 | 1089 | 19.5% |
| 원 | 287 | 5.1% |
| 사 | 246 | 4.4% |
| 봉 | 204 | 3.7% |
| 민 | 199 | 3.6% |
| 정 | 146 | 2.6% |
| 도 | 141 | 2.5% |
| 관 | 138 | 2.5% |
| 경 | 105 | 1.9% |
| 가 | 103 | 1.8% |
| Other values (101) | 2917 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 7 | |
| 5 | 4 | |
| 2 | 3 | |
| 3 | 2 | 11.1% |
| 1 | 2 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 5575 | |
| Common | 18 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 과 | 1089 | 19.5% |
| 원 | 287 | 5.1% |
| 사 | 246 | 4.4% |
| 봉 | 204 | 3.7% |
| 민 | 199 | 3.6% |
| 정 | 146 | 2.6% |
| 도 | 141 | 2.5% |
| 관 | 138 | 2.5% |
| 경 | 105 | 1.9% |
| 가 | 103 | 1.8% |
| Other values (101) | 2917 |
Common
| Value | Count | Frequency (%) |
| 6 | 7 | |
| 5 | 4 | |
| 2 | 3 | |
| 3 | 2 | 11.1% |
| 1 | 2 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 5575 | |
| ASCII | 18 | 0.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 과 | 1089 | 19.5% |
| 원 | 287 | 5.1% |
| 사 | 246 | 4.4% |
| 봉 | 204 | 3.7% |
| 민 | 199 | 3.6% |
| 정 | 146 | 2.6% |
| 도 | 141 | 2.5% |
| 관 | 138 | 2.5% |
| 경 | 105 | 1.9% |
| 가 | 103 | 1.8% |
| Other values (101) | 2917 |
ASCII
| Value | Count | Frequency (%) |
| 6 | 7 | |
| 5 | 4 | |
| 2 | 3 | |
| 3 | 2 | 11.1% |
| 1 | 2 | 11.1% |
배정자팀명
Text
MISSING
| Distinct | 164 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 8755 |
| Missing (%) | 87.5% |
| Memory size | 156.2 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.1373494 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6396 |
|---|---|
| Distinct characters | 174 |
| Distinct categories | 4 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | 교통지도팀 |
|---|---|
| 2nd row | 재활용팀 |
| 3rd row | 교통지도팀 |
| 4th row | 민원콜센터팀 |
| 5th row | 클린아산T/F팀 |
| Value | Count | Frequency (%) |
| 민원콜센터팀 | 177 | 14.2% |
| 도로관리팀 | 32 | 2.6% |
| 청소행정팀 | 30 | 2.4% |
| 산업개발팀 | 28 | 2.2% |
| 건축지도팀 | 26 | 2.1% |
| 총무팀 | 24 | 1.9% |
| 환경지도팀 | 23 | 1.8% |
| 위생지도팀 | 22 | 1.8% |
| 주택개발팀 | 21 | 1.7% |
| 민원행정팀 | 20 | 1.6% |
| Other values (154) | 842 |
Most occurring characters
| Value | Count | Frequency (%) |
| 팀 | 1212 | 18.9% |
| 원 | 242 | 3.8% |
| 민 | 216 | 3.4% |
| 도 | 212 | 3.3% |
| 지 | 203 | 3.2% |
| 정 | 178 | 2.8% |
| 센 | 177 | 2.8% |
| 터 | 177 | 2.8% |
| 콜 | 177 | 2.8% |
| 관 | 168 | 2.6% |
| Other values (164) | 3434 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 6350 | |
| Uppercase Letter | 20 | 0.3% |
| Decimal Number | 18 | 0.3% |
| Other Punctuation | 8 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 팀 | 1212 | 19.1% |
| 원 | 242 | 3.8% |
| 민 | 216 | 3.4% |
| 도 | 212 | 3.3% |
| 지 | 203 | 3.2% |
| 정 | 178 | 2.8% |
| 센 | 177 | 2.8% |
| 터 | 177 | 2.8% |
| 콜 | 177 | 2.8% |
| 관 | 168 | 2.6% |
| Other values (159) | 3388 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 11 | |
| 1 | 7 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 10 | |
| F | 10 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 6350 | |
| Common | 26 | 0.4% |
| Latin | 20 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 팀 | 1212 | 19.1% |
| 원 | 242 | 3.8% |
| 민 | 216 | 3.4% |
| 도 | 212 | 3.3% |
| 지 | 203 | 3.2% |
| 정 | 178 | 2.8% |
| 센 | 177 | 2.8% |
| 터 | 177 | 2.8% |
| 콜 | 177 | 2.8% |
| 관 | 168 | 2.6% |
| Other values (159) | 3388 |
Common
| Value | Count | Frequency (%) |
| 2 | 11 | |
| / | 8 | |
| 1 | 7 |
Latin
| Value | Count | Frequency (%) |
| T | 10 | |
| F | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 6350 | |
| ASCII | 46 | 0.7% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 팀 | 1212 | 19.1% |
| 원 | 242 | 3.8% |
| 민 | 216 | 3.4% |
| 도 | 212 | 3.3% |
| 지 | 203 | 3.2% |
| 정 | 178 | 2.8% |
| 센 | 177 | 2.8% |
| 터 | 177 | 2.8% |
| 콜 | 177 | 2.8% |
| 관 | 168 | 2.6% |
| Other values (159) | 3388 |
ASCII
| Value | Count | Frequency (%) |
| 2 | 11 | |
| T | 10 | |
| F | 10 | |
| / | 8 | |
| 1 | 7 |
이관처리부서명
Text
MISSING
| Distinct | 66 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 5656 |
| Missing (%) | 56.6% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 4.3646409 |
| Min length | 3 |
Characters and Unicode
| Total characters | 18960 |
|---|---|
| Distinct characters | 126 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 질병예방과 |
|---|---|
| 2nd row | 건강증진과 |
| 3rd row | 도로과 |
| 4th row | 도로과 |
| 5th row | 대중교통과 |
| Value | Count | Frequency (%) |
| 도로과 | 618 | 14.2% |
| 기후변화대책과 | 386 | 8.9% |
| 자원순환과 | 341 | 7.8% |
| 교통행정과 | 321 | 7.4% |
| 대중교통과 | 310 | 7.1% |
| 환경보전과 | 197 | 4.5% |
| 위생과 | 178 | 4.1% |
| 질병예방과 | 139 | 3.2% |
| 배방읍 | 132 | 3.0% |
| 주택과 | 125 | 2.9% |
| Other values (56) | 1597 |
Most occurring characters
| Value | Count | Frequency (%) |
| 과 | 3739 | 19.7% |
| 도 | 967 | 5.1% |
| 대 | 696 | 3.7% |
| 통 | 642 | 3.4% |
| 로 | 638 | 3.4% |
| 교 | 632 | 3.3% |
| 환 | 538 | 2.8% |
| 원 | 513 | 2.7% |
| 기 | 444 | 2.3% |
| 화 | 437 | 2.3% |
| Other values (116) | 9714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 18866 | |
| Decimal Number | 94 | 0.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 과 | 3739 | 19.8% |
| 도 | 967 | 5.1% |
| 대 | 696 | 3.7% |
| 통 | 642 | 3.4% |
| 로 | 638 | 3.4% |
| 교 | 632 | 3.3% |
| 환 | 538 | 2.9% |
| 원 | 513 | 2.7% |
| 기 | 444 | 2.4% |
| 화 | 437 | 2.3% |
| Other values (110) | 9620 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 28 | |
| 5 | 23 | |
| 3 | 16 | |
| 2 | 14 | |
| 4 | 7 | 7.4% |
| 1 | 6 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 18866 | |
| Common | 94 | 0.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 과 | 3739 | 19.8% |
| 도 | 967 | 5.1% |
| 대 | 696 | 3.7% |
| 통 | 642 | 3.4% |
| 로 | 638 | 3.4% |
| 교 | 632 | 3.3% |
| 환 | 538 | 2.9% |
| 원 | 513 | 2.7% |
| 기 | 444 | 2.4% |
| 화 | 437 | 2.3% |
| Other values (110) | 9620 |
Common
| Value | Count | Frequency (%) |
| 6 | 28 | |
| 5 | 23 | |
| 3 | 16 | |
| 2 | 14 | |
| 4 | 7 | 7.4% |
| 1 | 6 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 18866 | |
| ASCII | 94 | 0.5% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 과 | 3739 | 19.8% |
| 도 | 967 | 5.1% |
| 대 | 696 | 3.7% |
| 통 | 642 | 3.4% |
| 로 | 638 | 3.4% |
| 교 | 632 | 3.3% |
| 환 | 538 | 2.9% |
| 원 | 513 | 2.7% |
| 기 | 444 | 2.4% |
| 화 | 437 | 2.3% |
| Other values (110) | 9620 |
ASCII
| Value | Count | Frequency (%) |
| 6 | 28 | |
| 5 | 23 | |
| 3 | 16 | |
| 2 | 14 | |
| 4 | 7 | 7.4% |
| 1 | 6 | 6.4% |
이관처리팀명
Text
MISSING
| Distinct | 150 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 5668 |
| Missing (%) | 56.7% |
| Memory size | 156.2 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.0413204 |
| Min length | 2 |
Characters and Unicode
| Total characters | 21839 |
|---|---|
| Distinct characters | 169 |
| Distinct categories | 4 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | 감염병관리팀 |
|---|---|
| 2nd row | 건강증진팀 |
| 3rd row | 도로관리팀 |
| 4th row | 도로관리팀 |
| 5th row | 운수지도팀 |
| Value | Count | Frequency (%) |
| 도로관리팀 | 479 | 11.1% |
| 산업개발팀 | 320 | 7.4% |
| 청소행정팀 | 302 | 7.0% |
| 생활환경팀 | 245 | 5.7% |
| 운수지도팀 | 240 | 5.5% |
| 교통지도팀 | 176 | 4.1% |
| 위생지도팀 | 163 | 3.8% |
| 미세먼지대책팀 | 140 | 3.2% |
| 총무팀 | 119 | 2.7% |
| 가로등팀 | 112 | 2.6% |
| Other values (140) | 2036 |
Most occurring characters
| Value | Count | Frequency (%) |
| 팀 | 4306 | |
| 도 | 1422 | 6.5% |
| 지 | 1014 | 4.6% |
| 관 | 962 | 4.4% |
| 리 | 962 | 4.4% |
| 로 | 685 | 3.1% |
| 정 | 602 | 2.8% |
| 수 | 473 | 2.2% |
| 경 | 464 | 2.1% |
| 산 | 441 | 2.0% |
| Other values (159) | 10508 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 21705 | |
| Uppercase Letter | 92 | 0.4% |
| Other Punctuation | 35 | 0.2% |
| Decimal Number | 7 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 팀 | 4306 | |
| 도 | 1422 | 6.6% |
| 지 | 1014 | 4.7% |
| 관 | 962 | 4.4% |
| 리 | 962 | 4.4% |
| 로 | 685 | 3.2% |
| 정 | 602 | 2.8% |
| 수 | 473 | 2.2% |
| 경 | 464 | 2.1% |
| 산 | 441 | 2.0% |
| Other values (154) | 10374 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 46 | |
| T | 46 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6 | |
| 1 | 1 | 14.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 21705 | |
| Latin | 92 | 0.4% |
| Common | 42 | 0.2% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 팀 | 4306 | |
| 도 | 1422 | 6.6% |
| 지 | 1014 | 4.7% |
| 관 | 962 | 4.4% |
| 리 | 962 | 4.4% |
| 로 | 685 | 3.2% |
| 정 | 602 | 2.8% |
| 수 | 473 | 2.2% |
| 경 | 464 | 2.1% |
| 산 | 441 | 2.0% |
| Other values (154) | 10374 |
Common
| Value | Count | Frequency (%) |
| / | 35 | |
| 2 | 6 | 14.3% |
| 1 | 1 | 2.4% |
Latin
| Value | Count | Frequency (%) |
| F | 46 | |
| T | 46 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 21705 | |
| ASCII | 134 | 0.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 팀 | 4306 | |
| 도 | 1422 | 6.6% |
| 지 | 1014 | 4.7% |
| 관 | 962 | 4.4% |
| 리 | 962 | 4.4% |
| 로 | 685 | 3.2% |
| 정 | 602 | 2.8% |
| 수 | 473 | 2.2% |
| 경 | 464 | 2.1% |
| 산 | 441 | 2.0% |
| Other values (154) | 10374 |
ASCII
| Value | Count | Frequency (%) |
| F | 46 | |
| T | 46 | |
| / | 35 | |
| 2 | 6 | 4.5% |
| 1 | 1 | 0.7% |
이관시의견
Text
MISSING
| Distinct | 933 |
|---|---|
| Distinct (%) | 44.6% |
| Missing | 7907 |
| Missing (%) | 79.1% |
| Memory size | 156.2 KiB |
Length
| Max length | 128 |
|---|---|
| Median length | 74 |
| Mean length | 11.634018 |
| Min length | 1 |
Characters and Unicode
| Total characters | 24350 |
|---|---|
| Distinct characters | 473 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 708 ? |
|---|---|
| Unique (%) | 33.8% |
Sample
| 1st row | 자전거관리 관련부서 업무 |
|---|---|
| 2nd row | 기초 현황조사 부서 이관 |
| 3rd row | 담당자변경 |
| 4th row | 담당자 재지정 |
| 5th row | 담당자 변경 |
| Value | Count | Frequency (%) |
| 담당자 | 513 | 8.8% |
| 변경 | 445 | 7.6% |
| 이관 | 426 | 7.3% |
| 담당부서 | 271 | 4.6% |
| 재지정 | 133 | 2.3% |
| 담당자에게 | 107 | 1.8% |
| 관련 | 90 | 1.5% |
| 담당부서로 | 67 | 1.1% |
| 담당자변경 | 54 | 0.9% |
| 업무 | 47 | 0.8% |
| Other values (1708) | 3709 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3850 | 15.8% | |
| 당 | 1240 | 5.1% |
| 담 | 1207 | 5.0% |
| 관 | 994 | 4.1% |
| 자 | 826 | 3.4% |
| 이 | 696 | 2.9% |
| 로 | 648 | 2.7% |
| 경 | 612 | 2.5% |
| 변 | 600 | 2.5% |
| 서 | 541 | 2.2% |
| Other values (463) | 13136 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 19702 | |
| Space Separator | 3850 | 15.8% |
| Decimal Number | 254 | 1.0% |
| Other Punctuation | 234 | 1.0% |
| Open Punctuation | 133 | 0.5% |
| Close Punctuation | 133 | 0.5% |
| Dash Punctuation | 26 | 0.1% |
| Uppercase Letter | 13 | 0.1% |
| Lowercase Letter | 4 | < 0.1% |
| Math Symbol | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 당 | 1240 | 6.3% |
| 담 | 1207 | 6.1% |
| 관 | 994 | 5.0% |
| 자 | 826 | 4.2% |
| 이 | 696 | 3.5% |
| 로 | 648 | 3.3% |
| 경 | 612 | 3.1% |
| 변 | 600 | 3.0% |
| 서 | 541 | 2.7% |
| 부 | 506 | 2.6% |
| Other values (432) | 11832 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 56 | |
| 2 | 48 | |
| 0 | 31 | |
| 4 | 26 | |
| 3 | 22 | 8.7% |
| 5 | 21 | 8.3% |
| 9 | 15 | 5.9% |
| 6 | 14 | 5.5% |
| 8 | 11 | 4.3% |
| 7 | 10 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 4 | |
| T | 3 | |
| V | 2 | |
| F | 1 | 7.7% |
| L | 1 | 7.7% |
| E | 1 | 7.7% |
| D | 1 | 7.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 182 | |
| , | 37 | 15.8% |
| : | 7 | 3.0% |
| / | 6 | 2.6% |
| " | 2 | 0.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 1 | |
| c | 1 | |
| p | 1 | |
| o | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 3850 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 133 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 133 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 26 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 19702 | |
| Common | 4631 | 19.0% |
| Latin | 17 | 0.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 당 | 1240 | 6.3% |
| 담 | 1207 | 6.1% |
| 관 | 994 | 5.0% |
| 자 | 826 | 4.2% |
| 이 | 696 | 3.5% |
| 로 | 648 | 3.3% |
| 경 | 612 | 3.1% |
| 변 | 600 | 3.0% |
| 서 | 541 | 2.7% |
| 부 | 506 | 2.6% |
| Other values (432) | 11832 |
Common
| Value | Count | Frequency (%) |
| 3850 | ||
| . | 182 | 3.9% |
| ( | 133 | 2.9% |
| ) | 133 | 2.9% |
| 1 | 56 | 1.2% |
| 2 | 48 | 1.0% |
| , | 37 | 0.8% |
| 0 | 31 | 0.7% |
| 4 | 26 | 0.6% |
| - | 26 | 0.6% |
| Other values (10) | 109 | 2.4% |
Latin
| Value | Count | Frequency (%) |
| C | 4 | |
| T | 3 | |
| V | 2 | |
| r | 1 | 5.9% |
| F | 1 | 5.9% |
| c | 1 | 5.9% |
| p | 1 | 5.9% |
| L | 1 | 5.9% |
| E | 1 | 5.9% |
| D | 1 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 19702 | |
| ASCII | 4648 | 19.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3850 | ||
| . | 182 | 3.9% |
| ( | 133 | 2.9% |
| ) | 133 | 2.9% |
| 1 | 56 | 1.2% |
| 2 | 48 | 1.0% |
| , | 37 | 0.8% |
| 0 | 31 | 0.7% |
| 4 | 26 | 0.6% |
| - | 26 | 0.6% |
| Other values (21) | 126 | 2.7% |
Hangul
| Value | Count | Frequency (%) |
| 당 | 1240 | 6.3% |
| 담 | 1207 | 6.1% |
| 관 | 994 | 5.0% |
| 자 | 826 | 4.2% |
| 이 | 696 | 3.5% |
| 로 | 648 | 3.3% |
| 경 | 612 | 3.1% |
| 변 | 600 | 3.0% |
| 서 | 541 | 2.7% |
| 부 | 506 | 2.6% |
| Other values (432) | 11832 |
이관부서명
Text
MISSING
| Distinct | 63 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 7902 |
| Missing (%) | 79.0% |
| Memory size | 156.2 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.42898 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9292 |
|---|---|
| Distinct characters | 115 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 교통행정과 |
|---|---|
| 2nd row | 건축과 |
| 3rd row | 대중교통과 |
| 4th row | 민원봉사담당관 |
| 5th row | 민원봉사과 |
| Value | Count | Frequency (%) |
| 민원봉사과 | 477 | |
| 도로과 | 205 | 9.8% |
| 자원순환과 | 101 | 4.8% |
| 공원녹지과 | 94 | 4.5% |
| 허가담당관 | 87 | 4.1% |
| 상수도과 | 86 | 4.1% |
| 환경보전과 | 82 | 3.9% |
| 교통행정과 | 80 | 3.8% |
| 하수도과 | 65 | 3.1% |
| 건축과 | 62 | 3.0% |
| Other values (53) | 759 |
Most occurring characters
| Value | Count | Frequency (%) |
| 과 | 1721 | |
| 원 | 740 | 8.0% |
| 봉 | 558 | 6.0% |
| 사 | 549 | 5.9% |
| 민 | 536 | 5.8% |
| 도 | 383 | 4.1% |
| 로 | 205 | 2.2% |
| 환 | 183 | 2.0% |
| 수 | 172 | 1.9% |
| 관 | 164 | 1.8% |
| Other values (105) | 4081 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 9218 | |
| Decimal Number | 74 | 0.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 과 | 1721 | |
| 원 | 740 | 8.0% |
| 봉 | 558 | 6.1% |
| 사 | 549 | 6.0% |
| 민 | 536 | 5.8% |
| 도 | 383 | 4.2% |
| 로 | 205 | 2.2% |
| 환 | 183 | 2.0% |
| 수 | 172 | 1.9% |
| 관 | 164 | 1.8% |
| Other values (99) | 4007 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 21 | |
| 3 | 18 | |
| 1 | 13 | |
| 5 | 10 | |
| 4 | 9 | |
| 2 | 3 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 9218 | |
| Common | 74 | 0.8% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 과 | 1721 | |
| 원 | 740 | 8.0% |
| 봉 | 558 | 6.1% |
| 사 | 549 | 6.0% |
| 민 | 536 | 5.8% |
| 도 | 383 | 4.2% |
| 로 | 205 | 2.2% |
| 환 | 183 | 2.0% |
| 수 | 172 | 1.9% |
| 관 | 164 | 1.8% |
| Other values (99) | 4007 |
Common
| Value | Count | Frequency (%) |
| 6 | 21 | |
| 3 | 18 | |
| 1 | 13 | |
| 5 | 10 | |
| 4 | 9 | |
| 2 | 3 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 9218 | |
| ASCII | 74 | 0.8% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 과 | 1721 | |
| 원 | 740 | 8.0% |
| 봉 | 558 | 6.1% |
| 사 | 549 | 6.0% |
| 민 | 536 | 5.8% |
| 도 | 383 | 4.2% |
| 로 | 205 | 2.2% |
| 환 | 183 | 2.0% |
| 수 | 172 | 1.9% |
| 관 | 164 | 1.8% |
| Other values (99) | 4007 |
ASCII
| Value | Count | Frequency (%) |
| 6 | 21 | |
| 3 | 18 | |
| 1 | 13 | |
| 5 | 10 | |
| 4 | 9 | |
| 2 | 3 | 4.1% |
협조요청일시
Date
MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 9983 |
| Missing (%) | 99.8% |
| Memory size | 156.2 KiB |
| Minimum | 2018-11-05 11:16:00 |
|---|---|
| Maximum | 2020-10-23 14:29:00 |
Histogram with fixed size bins (bins=15)
협조부서명
Text
MISSING
| Distinct | 10 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 9983 |
| Missing (%) | 99.8% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.1176471 |
| Min length | 3 |
Characters and Unicode
| Total characters | 70 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 41.2% |
Sample
| 1st row | 주택과 |
|---|---|
| 2nd row | 주택과 |
| 3rd row | 교통행정과 |
| 4th row | 민원봉사담당관 |
| 5th row | 교통행정과 |
| Value | Count | Frequency (%) |
| 주택과 | 4 | |
| 교통행정과 | 4 | |
| 농정과 | 2 | |
| 민원봉사담당관 | 1 | 5.9% |
| 축수산과 | 1 | 5.9% |
| 자원순환과 | 1 | 5.9% |
| 건설과 | 1 | 5.9% |
| 도로과 | 1 | 5.9% |
| 허가담당관 | 1 | 5.9% |
| 환경보전과 | 1 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 과 | 15 | |
| 정 | 6 | 8.6% |
| 주 | 4 | 5.7% |
| 교 | 4 | 5.7% |
| 통 | 4 | 5.7% |
| 행 | 4 | 5.7% |
| 택 | 4 | 5.7% |
| 담 | 2 | 2.9% |
| 관 | 2 | 2.9% |
| 당 | 2 | 2.9% |
| Other values (20) | 23 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 70 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 과 | 15 | |
| 정 | 6 | 8.6% |
| 주 | 4 | 5.7% |
| 교 | 4 | 5.7% |
| 통 | 4 | 5.7% |
| 행 | 4 | 5.7% |
| 택 | 4 | 5.7% |
| 담 | 2 | 2.9% |
| 관 | 2 | 2.9% |
| 당 | 2 | 2.9% |
| Other values (20) | 23 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 70 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 과 | 15 | |
| 정 | 6 | 8.6% |
| 주 | 4 | 5.7% |
| 교 | 4 | 5.7% |
| 통 | 4 | 5.7% |
| 행 | 4 | 5.7% |
| 택 | 4 | 5.7% |
| 담 | 2 | 2.9% |
| 관 | 2 | 2.9% |
| 당 | 2 | 2.9% |
| Other values (20) | 23 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 70 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 과 | 15 | |
| 정 | 6 | 8.6% |
| 주 | 4 | 5.7% |
| 교 | 4 | 5.7% |
| 통 | 4 | 5.7% |
| 행 | 4 | 5.7% |
| 택 | 4 | 5.7% |
| 담 | 2 | 2.9% |
| 관 | 2 | 2.9% |
| 당 | 2 | 2.9% |
| Other values (20) | 23 |
협조상위부서명
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 9995 |
| Missing (%) | > 99.9% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.6 |
| Min length | 5 |
Characters and Unicode
| Total characters | 28 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 60.0% |
Sample
| 1st row | 도시개발국 |
|---|---|
| 2nd row | 시민행복기획실 |
| 3rd row | 농업기술센터 |
| 4th row | 도시개발국 |
| 5th row | 건설교통국 |
| Value | Count | Frequency (%) |
| 도시개발국 | 2 | |
| 시민행복기획실 | 1 | |
| 농업기술센터 | 1 | |
| 건설교통국 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 국 | 3 | 10.7% |
| 시 | 3 | 10.7% |
| 도 | 2 | 7.1% |
| 개 | 2 | 7.1% |
| 발 | 2 | 7.1% |
| 기 | 2 | 7.1% |
| 술 | 1 | 3.6% |
| 교 | 1 | 3.6% |
| 설 | 1 | 3.6% |
| 건 | 1 | 3.6% |
| Other values (10) | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 28 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 국 | 3 | 10.7% |
| 시 | 3 | 10.7% |
| 도 | 2 | 7.1% |
| 개 | 2 | 7.1% |
| 발 | 2 | 7.1% |
| 기 | 2 | 7.1% |
| 술 | 1 | 3.6% |
| 교 | 1 | 3.6% |
| 설 | 1 | 3.6% |
| 건 | 1 | 3.6% |
| Other values (10) | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 28 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 국 | 3 | 10.7% |
| 시 | 3 | 10.7% |
| 도 | 2 | 7.1% |
| 개 | 2 | 7.1% |
| 발 | 2 | 7.1% |
| 기 | 2 | 7.1% |
| 술 | 1 | 3.6% |
| 교 | 1 | 3.6% |
| 설 | 1 | 3.6% |
| 건 | 1 | 3.6% |
| Other values (10) | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 28 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 국 | 3 | 10.7% |
| 시 | 3 | 10.7% |
| 도 | 2 | 7.1% |
| 개 | 2 | 7.1% |
| 발 | 2 | 7.1% |
| 기 | 2 | 7.1% |
| 술 | 1 | 3.6% |
| 교 | 1 | 3.6% |
| 설 | 1 | 3.6% |
| 건 | 1 | 3.6% |
| Other values (10) | 10 |
협조팀명
Text
MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 70.6% |
| Missing | 9983 |
| Missing (%) | 99.8% |
| Memory size | 156.2 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.2352941 |
| Min length | 4 |
Characters and Unicode
| Total characters | 89 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 41.2% |
Sample
| 1st row | 옥외광고물팀 |
|---|---|
| 2nd row | 주택개발팀 |
| 3rd row | 교통시설팀 |
| 4th row | 민원콜센터팀 |
| 5th row | 교통지도팀 |
| Value | Count | Frequency (%) |
| 옥외광고물팀 | 2 | |
| 주택개발팀 | 2 | |
| 교통시설팀 | 2 | |
| 교통지도팀 | 2 | |
| 농촌관리 | 2 | |
| 민원콜센터팀 | 1 | |
| 축산유통팀 | 1 | |
| 청소행정팀 | 1 | |
| 농촌지역개발팀 | 1 | |
| 자전거문화팀 | 1 | |
| Other values (2) | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| 팀 | 15 | 16.9% |
| 통 | 5 | 5.6% |
| 교 | 4 | 4.5% |
| 지 | 3 | 3.4% |
| 리 | 3 | 3.4% |
| 관 | 3 | 3.4% |
| 촌 | 3 | 3.4% |
| 개 | 3 | 3.4% |
| 발 | 3 | 3.4% |
| 농 | 3 | 3.4% |
| Other values (33) | 44 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 89 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 팀 | 15 | 16.9% |
| 통 | 5 | 5.6% |
| 교 | 4 | 4.5% |
| 지 | 3 | 3.4% |
| 리 | 3 | 3.4% |
| 관 | 3 | 3.4% |
| 촌 | 3 | 3.4% |
| 개 | 3 | 3.4% |
| 발 | 3 | 3.4% |
| 농 | 3 | 3.4% |
| Other values (33) | 44 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 89 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 팀 | 15 | 16.9% |
| 통 | 5 | 5.6% |
| 교 | 4 | 4.5% |
| 지 | 3 | 3.4% |
| 리 | 3 | 3.4% |
| 관 | 3 | 3.4% |
| 촌 | 3 | 3.4% |
| 개 | 3 | 3.4% |
| 발 | 3 | 3.4% |
| 농 | 3 | 3.4% |
| Other values (33) | 44 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 89 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 팀 | 15 | 16.9% |
| 통 | 5 | 5.6% |
| 교 | 4 | 4.5% |
| 지 | 3 | 3.4% |
| 리 | 3 | 3.4% |
| 관 | 3 | 3.4% |
| 촌 | 3 | 3.4% |
| 개 | 3 | 3.4% |
| 발 | 3 | 3.4% |
| 농 | 3 | 3.4% |
| Other values (33) | 44 |
중장기연장처리예정일
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| <NA> | |
|---|---|
| 2020-06-30 | 3 |
| 2019-10-25 | 2 |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 4.003 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 9995 | |
| 2020-06-30 | 3 | < 0.1% |
| 2019-10-25 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 9995 | |
| 2020-06-30 | 3 | < 0.1% |
| 2019-10-25 | 2 | < 0.1% |
중장기연장처리사유
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| <NA> | |
|---|---|
| 추경예산확보 후 처리예정(배방읍 박병훈 3월2일요청) | 3 |
| 잡초제거 용역 진행 중 | 2 |
Length
| Max length | 29 |
|---|---|
| Median length | 4 |
| Mean length | 4.0091 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 9995 | |
| 추경예산확보 후 처리예정(배방읍 박병훈 3월2일요청) | 3 | < 0.1% |
| 잡초제거 용역 진행 중 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 9995 | |
| 추경예산확보 | 3 | < 0.1% |
| 후 | 3 | < 0.1% |
| 처리예정(배방읍 | 3 | < 0.1% |
| 박병훈 | 3 | < 0.1% |
| 3월2일요청 | 3 | < 0.1% |
| 잡초제거 | 2 | < 0.1% |
| 용역 | 2 | < 0.1% |
| 진행 | 2 | < 0.1% |
| 중 | 2 | < 0.1% |
| 생활민원번호 | 출동처리여부 | 배정자부서명 | 이관처리부서명 | 이관부서명 | 협조요청일시 | 협조부서명 | 협조상위부서명 | 협조팀명 | 중장기연장처리예정일 | 중장기연장처리사유 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 생활민원번호 | 1.000 | 0.231 | 0.323 | 0.311 | 0.532 | 1.000 | 0.896 | 1.000 | 1.000 | NaN | NaN |
| 출동처리여부 | 0.231 | 1.000 | 0.210 | 0.623 | 0.338 | 1.000 | 0.405 | 0.000 | 0.568 | 0.611 | 0.611 |
| 배정자부서명 | 0.323 | 0.210 | 1.000 | 0.857 | 0.996 | NaN | NaN | NaN | NaN | NaN | NaN |
| 이관처리부서명 | 0.311 | 0.623 | 0.857 | 1.000 | 0.973 | 1.000 | 0.803 | 1.000 | 0.979 | NaN | NaN |
| 이관부서명 | 0.532 | 0.338 | 0.996 | 0.973 | 1.000 | 1.000 | 1.000 | NaN | 1.000 | NaN | NaN |
| 협조요청일시 | 1.000 | 1.000 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN |
| 협조부서명 | 0.896 | 0.405 | NaN | 0.803 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN |
| 협조상위부서명 | 1.000 | 0.000 | NaN | 1.000 | NaN | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN |
| 협조팀명 | 1.000 | 0.568 | NaN | 0.979 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN |
| 중장기연장처리예정일 | NaN | 0.611 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | 0.611 |
| 중장기연장처리사유 | NaN | 0.611 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.611 | 1.000 |
| 출동처리여부 | 중장기연장처리예정일 | 중장기연장처리사유 | |
|---|---|---|---|
| 출동처리여부 | 1.000 | 0.347 | 0.347 |
| 중장기연장처리예정일 | 0.347 | 1.000 | 0.347 |
| 중장기연장처리사유 | 0.347 | 0.347 | 1.000 |
| 생활민원번호 | 출동처리여부 | 중장기연장처리예정일 | 중장기연장처리사유 | |
|---|---|---|---|---|
| 생활민원번호 | 1.000 | 0.154 | 1.000 | 1.000 |
| 출동처리여부 | 0.154 | 1.000 | 0.347 | 0.347 |
| 중장기연장처리예정일 | 1.000 | 0.347 | 1.000 | 0.347 |
| 중장기연장처리사유 | 1.000 | 0.347 | 0.347 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 생활민원번호 | 발송요청일시 | 발송일시 | 출동처리여부 | 출동예정일시 | 처리완료일시 | 이관요청일시 | 알림예약일시 | 배정자부서명 | 배정자팀명 | 이관처리부서명 | 이관처리팀명 | 이관시의견 | 이관부서명 | 협조요청일시 | 협조부서명 | 협조상위부서명 | 협조팀명 | 중장기연장처리예정일 | 중장기연장처리사유 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11732 | 20180826009 | 2018-08-26 17:52 | 2.02E+13 | N | 2018-08-28 14:20 | 2018-08-28 17:56 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 10501 | 20180813011 | 2018-08-13 13:36 | 2.02E+13 | Y | 2018-08-13 13:45 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 35733 | 20190620042 | 2019-06-28 09:00 | 20200000000000.0 | N | 2019-07-23 10:20 | 2019-07-01 09:39 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 자전거관리 관련부서 업무 | 교통행정과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 73691 | 20200907052 | 2020-09-11 12:12 | 20200000000000.0 | Y | 2020-09-11 12:12 | 2020-09-07 17:23 | <NA> | <NA> | <NA> | 질병예방과 | 감염병관리팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 43259 | 20190909024 | 2019-09-09 09:43 | 20200000000000.0 | N | 2019-09-10 17:50 | 2019-09-10 19:32 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 기초 현황조사 부서 이관 | 건축과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 23390 | 20190118001 | 2019-01-22 16:57 | 2.02E+13 | Y | 2019-01-22 16:57 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 91422 | 20210317059 | 2021-03-17 15:18 | 20200000000000.0 | N | 2021-03-17 16:30 | 2021-03-17 17:13 | 2021-03-17 15:18 | <NA> | <NA> | <NA> | 건강증진과 | 건강증진팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 37325 | 20190708059 | 2019-07-08 15:40 | 20200000000000.0 | Y | 2019-07-08 15:40 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 68598 | 20200803527 | 2020-08-03 18:16 | 20200000000000.0 | Y | 2020-08-27 06:06 | 2020-08-03 18:16 | <NA> | <NA> | <NA> | 도로과 | 도로관리팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 72487 | 20200828020 | 2020-08-28 10:41 | 20200000000000.0 | Y | 2020-09-21 11:05 | 2020-08-28 10:41 | <NA> | <NA> | <NA> | 도로과 | 도로관리팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 생활민원번호 | 발송요청일시 | 발송일시 | 출동처리여부 | 출동예정일시 | 처리완료일시 | 이관요청일시 | 알림예약일시 | 배정자부서명 | 배정자팀명 | 이관처리부서명 | 이관처리팀명 | 이관시의견 | 이관부서명 | 협조요청일시 | 협조부서명 | 협조상위부서명 | 협조팀명 | 중장기연장처리예정일 | 중장기연장처리사유 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 80998 | 20201129002 | 2020-11-29 07:29 | 20200000000000.0 | N | 2020-12-02 16:00 | 2020-12-03 17:48 | 2020-11-30 13:22 | <NA> | 도로과 | 도로구조물팀 | 교통행정과 | 교통시설팀 | 교통표지판으로 교통행정과로 이관 | 도로과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 15771 | 20181005014 | 2018-10-11 11:39 | 2.02E+13 | Y | 2018-10-11 11:39 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 35396 | 20190618005 | 2019-06-18 09:32 | 20200000000000.0 | N | 2019-06-18 14:30 | 2019-06-18 15:54 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 57205 | 20200401004 | 2020-04-01 08:43 | 20200000000000.0 | Y | 2020-04-02 09:00 | 2020-04-01 08:43 | <NA> | <NA> | <NA> | 도로과 | 도로관리팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 41953 | 20190827046 | 2019-08-27 16:40 | 20200000000000.0 | Y | 2019-08-29 09:07 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 담당부서 변경 | 민원봉사과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 18840 | 20181109015 | 2018-11-15 17:37 | 2.02E+13 | N | 2018-11-14 15:00 | 2018-11-15 17:37 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 환경미화원담당자에게 이관 | 자원순환과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 75596 | 20200924042 | 2020-10-06 09:00 | 20200000000000.0 | Y | 2020-10-07 09:19 | 2020-09-24 18:02 | <NA> | <NA> | <NA> | 교통행정과 | 교통지도팀 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | |
| 79045 | 20201104036 | 2020-11-04 15:48 | 20200000000000.0 | N | 2020-11-04 17:00 | 2020-11-09 09:05 | 2020-11-04 17:24 | <NA> | 민원봉사과 | 민원콜센터팀 | 기후변화대책과 | 생활환경팀 | 담당자 변경 | 민원봉사과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 74244 | 20200911036 | 2020-09-11 11:48 | 20200000000000.0 | N | 2020-09-16 12:00 | 2020-09-21 09:43 | 2020-09-11 11:51 | <NA> | 온양6동 | 총무팀 | 온양5동 | 총무팀 | 초사동 (온양5동) | 온양6동 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 48801 | 20191111007 | 2019-11-18 07:53 | 20200000000000.0 | Y | 2019-11-18 07:53 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
| 생활민원번호 | 발송요청일시 | 출동처리여부 | 출동예정일시 | 처리완료일시 | 이관요청일시 | 알림예약일시 | 배정자부서명 | 배정자팀명 | 이관처리부서명 | 이관처리팀명 | 이관시의견 | 이관부서명 | 협조요청일시 | 협조부서명 | 협조상위부서명 | 협조팀명 | 중장기연장처리예정일 | 중장기연장처리사유 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20180509044 | 2018-05-10 09:00 | N | 2018-05-10 11:00 | 2018-05-10 13:11 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 1 | 20180510021 | 2018-05-10 14:12 | N | 2018-05-11 11:30 | 2018-05-11 18:17 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 2 | 20180620051 | 2018-06-20 17:21 | N | 2018-06-21 10:00 | 2018-06-28 17:00 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 3 | 20180626065 | 2018-06-26 16:37 | N | 2018-06-28 10:00 | 2018-07-04 17:24 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 어린이보호구역 관련 | 도로과 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 4 | 20180711041 | 2018-07-11 17:35 | Y | 2018-07-12 10:12 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 | |
| 5 | 20180813034 | 2018-08-14 09:00 | N | 2018-08-16 09:00 | 2018-08-16 17:51 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 6 | 20180822035 | 2018-08-22 14:26 | N | 2018-08-24 10:00 | 2018-08-24 16:06 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 7 | 20180901019 | 2018-09-03 09:00 | N | 2018-09-03 13:00 | 2018-09-04 10:23 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 8 | 20181004040 | 2018-10-04 14:37 | Y | 2018-10-12 10:19 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 | |
| 9 | 20181011016 | 2018-10-11 12:40 | Y | 2018-10-16 13:22 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 시설관리공단 | 민원봉사담당관 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |