gimi9 Pandas Profiling

Dataset statistics

Number of variables	113
Number of observations	10000
Missing cells	442496
Missing cells (%)	39.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.3 MiB
Average record size in memory	974.0 B

Variable types

Categorical	29
Numeric	38
Boolean	26
DateTime	10
Unsupported	9
Text	1

Dataset

Description	산림복지서비스이용권시스템에서 추출한 신청정보입니다.
Author	한국산림복지진흥원
URL	https://www.data.go.kr/data/15089003/fileData.do

Alerts

`위약금지불동의서(PENALTY_AGREE)` has constant value ""	Constant
`사진활용동의서(PHOTO_AGREE)` has constant value ""	Constant
`개인정보수집동의(AGREE_CHECK_1)` has constant value ""	Constant
`개인식별번호수집동의(AGREE_CHECK_2)` has constant value ""	Constant
`제3자정보제공동의(AGREE_CHECK_3)` has constant value ""	Constant
`등록사이트구분 (KFWI:산림복지, G24:정부24) 2020.10.23(SITE_ORIGIN)` has constant value ""	Constant
`사업번호(BIZ_NO).2` has constant value ""	Constant
`발급구분(K012)(ISS_GB)` has constant value ""	Constant
`위임장 제출 여부(ENTRUST_SEND_YN)` has constant value ""	Constant
`개인정보수집이용 15조 동의(PRIVATE_USE15_AGREE)` has constant value ""	Constant
`개인정보수집이용 24조 동의(PRIVATE_USE24_AGREE)` has constant value ""	Constant
`개인정보 제3자 제공 동의(PRIVATE_OFFER_AGREE)` has constant value ""	Constant
`행정정보 공동이용 동의(ADMIN_INFO_USE_AGREE)` has constant value ""	Constant
`고객만족도 조사여부(SATISFACTION_YN)` has constant value ""	Constant
`지불제재여부(PAY_PENALTY_YN)` has constant value ""	Constant
`사업년도(BIZ_YEAR)` is highly imbalanced (62.3%)	Imbalance
`숙박구분 (K010)(STAY_FLAG)` is highly imbalanced (52.1%)	Imbalance
`사업번호(BIZ_NO)` is highly imbalanced (99.9%)	Imbalance
`기관개인구분 (K004)(ORG_PER_GB)` is highly imbalanced (50.6%)	Imbalance
`문자서비스수신동의(SMS_FLAG)` is highly imbalanced (92.2%)	Imbalance
`전자우편수신동의(EMAIL_FLAG)` is highly imbalanced (91.8%)	Imbalance
`사업년도(BIZ_YEAR).2` is highly imbalanced (62.2%)	Imbalance
`대상선정여부 (K006)(TARGET_SEL_YN)` is highly imbalanced (86.8%)	Imbalance
`대리여부(AGENT_YN)` is highly imbalanced (85.6%)	Imbalance
`가족증명서 사본 제출여부(FAMILY_SEND_YN)` is highly imbalanced (90.5%)	Imbalance
`내외국인 구분(1:외국인, 2:내국인)(FOREIGN_TYPE)` is highly imbalanced (99.0%)	Imbalance
`개별 합산여부(BALANCE_SEL_YN)` is highly imbalanced (96.9%)	Imbalance
`방문신청 시설(VIS_FAC)` is highly imbalanced (98.9%)	Imbalance
`이월여부(PREV_YN)` is highly imbalanced (58.6%)	Imbalance
`대리인관계 (K003)(AGENT_RELATION)` is highly imbalanced (76.1%)	Imbalance
`제공자시설 고유코드(USE_FACILITY_CD)` has 8429 (84.3%) missing values	Missing
`기초수급자수(BASE_RCPT_CNT)` has 8434 (84.3%) missing values	Missing
`장애수급자수(DSBT_RCPT_CNT)` has 8434 (84.3%) missing values	Missing
`차상위수(UN_RCPT_CNT)` has 8433 (84.3%) missing values	Missing
`담당자수(CHARGER_RCPT_CNT)` has 8434 (84.3%) missing values	Missing
`남성수(MALE_CNT)` has 8434 (84.3%) missing values	Missing
`여성수(FEMALE_CNT)` has 8434 (84.3%) missing values	Missing
`성인수(ADULT_CNT)` has 8434 (84.3%) missing values	Missing
`미성년자수(MINOR_CNT)` has 8434 (84.3%) missing values	Missing
`총인원(TOTAL_CNT)` has 8433 (84.3%) missing values	Missing
`1순위시작일(FIRST_START_DT)` has 8607 (86.1%) missing values	Missing
`1순위종료일(FIRST_END_DT)` has 8607 (86.1%) missing values	Missing
`2순위시작일(SECOND_START_DT)` has 8607 (86.1%) missing values	Missing
`2순위종료일(SECOND_END_DT)` has 8607 (86.1%) missing values	Missing
`3순위시작일(THIRD_START_DT)` has 8607 (86.1%) missing values	Missing
`3순위종료일(THIRD_END_DT)` has 8607 (86.1%) missing values	Missing
`위약금지불동의서(PENALTY_AGREE)` has 8437 (84.4%) missing values	Missing
`사진활용동의서(PHOTO_AGREE)` has 8437 (84.4%) missing values	Missing
`등록일자(INPUT_DT)` has 8429 (84.3%) missing values	Missing
`수정일자(UPDATE_DT)` has 8509 (85.1%) missing values	Missing
`거동제한자(WEAK_CNT)` has 8721 (87.2%) missing values	Missing
`장애인연금수급자(DISB_PENS_CNT)` has 9296 (93.0%) missing values	Missing
`처리일자(APRV_DT)` has 2586 (25.9%) missing values	Missing
`수정일자(UPDATE_DT).1` has 1823 (18.2%) missing values	Missing
`사용실적률, 신청서 내 가장 비율이 높은 실적률을 취해 반영(REQ_USE_RATE_M)` has 6985 (69.8%) missing values	Missing
`신청이력비율, 신청서 내 가장 많은 이력순위의 비율(REQ_HIST_RATE)` has 8458 (84.6%) missing values	Missing
`대상유형비율, 신청서 내 가장 많은 대상유형의 비율(REQ_TYPE_RATE)` has 8458 (84.6%) missing values	Missing
`신청서 내 생애첫신청의 작년탈락자 다수여부(LAST_YEAR_DROP_YN)` has 8458 (84.6%) missing values	Missing
`합산자 수신동의(BALANCE_SMS_FLAG)` has 8458 (84.6%) missing values	Missing
`타사이트추적PK 2020.10.23(SITE_TRACENO)` has 10000 (100.0%) missing values	Missing
`문자서비스수신동의(SMS_FLAG)` has 8427 (84.3%) missing values	Missing
`전자우편수신동의(EMAIL_FLAG)` has 8427 (84.3%) missing values	Missing
`등록일자(INPUT_DT).2` has 8427 (84.3%) missing values	Missing
`수정일자(UPDATE_DT).2` has 8520 (85.2%) missing values	Missing
`신청일자(REQ_DT).1` has 5835 (58.4%) missing values	Missing
`승인일자(APRV_DT)` has 9367 (93.7%) missing values	Missing
`신청서인원(TOTAL_CNT)` has 5835 (58.4%) missing values	Missing
`신청인원(REQ_CNT)` has 5835 (58.4%) missing values	Missing
`총지원금(TOTAL_AMT)` has 5835 (58.4%) missing values	Missing
`대상유형 (K002) 상세(TARGET_TYPE_SUB)` has 10000 (100.0%) missing values	Missing
`대상선정일자(TARGET_SEL_DT)` has 301 (3.0%) missing values	Missing
`신분증 사본 제출여부(PRIVACY_SEND_YN)` has 3669 (36.7%) missing values	Missing
`수정일자(UPDATE_DT).3` has 3669 (36.7%) missing values	Missing
`가족증명서 사본 제출여부(FAMILY_SEND_YN)` has 3669 (36.7%) missing values	Missing
`위임장 제출 여부(ENTRUST_SEND_YN)` has 3669 (36.7%) missing values	Missing
`지불제재여부(PAY_PENALTY_YN)` has 2541 (25.4%) missing values	Missing
`정보발신여부(INFO_FLAG)` has 10000 (100.0%) missing values	Missing
`신청이력 순위정보(1~6위)(REQ_HIST_RANK)` has 10000 (100.0%) missing values	Missing
`대상유형 순위정보(1~22위)(REQ_TYPE_RANK)` has 10000 (100.0%) missing values	Missing
`사용실적률(백분률)(REQ_USE_RATE)` has 10000 (100.0%) missing values	Missing
`작년탈락여부(생애첫신청)(LAST_YEAR_DROP_YN)` has 10000 (100.0%) missing values	Missing
`카드거래내역 이용 동의(CARD_APVL_AGREE)` has 10000 (100.0%) missing values	Missing
`대상유형(기초생활수급자, 생계/의료/주거/교육)(TARGET_TYPE_BASE)` has 10000 (100.0%) missing values	Missing
`사업년도(BIZ_YEAR).5` has 8860 (88.6%) missing values	Missing
`문자서비스수신동의(AGENT_SMS_FLAG)` has 8860 (88.6%) missing values	Missing
`등록일자(INPUT_DT).4` has 8860 (88.6%) missing values	Missing
`수정일자(UPDATE_DT).4` has 8860 (88.6%) missing values	Missing
`차상위수(UN_RCPT_CNT)` is highly skewed (γ1 = 22.68939002)	Skewed
`타사이트추적PK 2020.10.23(SITE_TRACENO)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`대상유형 (K002) 상세(TARGET_TYPE_SUB)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`정보발신여부(INFO_FLAG)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`신청이력 순위정보(1~6위)(REQ_HIST_RANK)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`대상유형 순위정보(1~22위)(REQ_TYPE_RANK)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`사용실적률(백분률)(REQ_USE_RATE)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`작년탈락여부(생애첫신청)(LAST_YEAR_DROP_YN)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`카드거래내역 이용 동의(CARD_APVL_AGREE)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`대상유형(기초생활수급자, 생계/의료/주거/교육)(TARGET_TYPE_BASE)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`제공자시설 고유코드(USE_FACILITY_CD)` has 130 (1.3%) zeros	Zeros
`기초수급자수(BASE_RCPT_CNT)` has 542 (5.4%) zeros	Zeros
`장애수급자수(DSBT_RCPT_CNT)` has 861 (8.6%) zeros	Zeros
`차상위수(UN_RCPT_CNT)` has 1561 (15.6%) zeros	Zeros
`담당자수(CHARGER_RCPT_CNT)` has 180 (1.8%) zeros	Zeros
`미성년자수(MINOR_CNT)` has 1159 (11.6%) zeros	Zeros
`거동제한자(WEAK_CNT)` has 428 (4.3%) zeros	Zeros
`장애인연금수급자(DISB_PENS_CNT)` has 111 (1.1%) zeros	Zeros
`사용실적률, 신청서 내 가장 비율이 높은 실적률을 취해 반영(REQ_USE_RATE_M)` has 1790 (17.9%) zeros	Zeros
`지원금액(SUPPORT_AMT)` has 1137 (11.4%) zeros	Zeros
`세대주관계(HOUSE_H_RELATION)` has 8817 (88.2%) zeros	Zeros
`이월금액(PREV_AMT)` has 9160 (91.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 18:31:49.028308
Analysis finished	2023-12-12 18:31:51.820653
Duration	2.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

사업년도(BIZ_YEAR)
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8429
2019	405
2021	368
2018	353
2020	340

Length

Max length	4
Median length	4
Mean length	4
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>	8429	84.3%
2019	405	4.0%
2021	368	3.7%
2018	353	3.5%
2020	340	3.4%
2017	105	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8429	84.3%
2019	405	4.0%
2021	368	3.7%
2018	353	3.5%
2020	340	3.4%
2017	105	1.1%

사업회차(BIZ_NO)
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8429
1	1571

Length

Max length	4
Median length	4
Mean length	3.5287
Min length	1

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>	8429	84.3%
1	1571	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8429	84.3%
1	1571	15.7%

제공자시설 고유코드(USE_FACILITY_CD)
Real number (ℝ)

MISSING ZEROS

Distinct	20
Distinct (%)	1.3%
Missing	8429
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	43.320178

Minimum	0
Maximum	199
Zeros	130
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15
median	18
Q3	67
95-th percentile	177
Maximum	199
Range	199
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	47.521835
Coefficient of variation (CV)	1.0969908
Kurtosis	3.296011
Mean	43.320178
Median Absolute Deviation (MAD)	4
Skewness	1.875792
Sum	68056
Variance	2258.3248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
15	224	2.2%
14	178	1.8%
20	150	1.5%
16	145	1.5%
18	140	1.4%
0	130	1.3%
67	117	1.2%
90	89	0.9%
66	67	0.7%
199	61	0.6%
Other values (10)	270	2.7%
(Missing)	8429	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	130	1.3%
14	178	1.8%
15	224	2.2%
16	145	1.5%
18	140	1.4%
20	150	1.5%
21	28	0.3%
29	9	0.1%
51	15	0.1%
64	52	0.5%

Value	Count	Frequency (%)
199	61	0.6%
188	9	0.1%
177	27	0.3%
99	7	0.1%
94	55	0.5%
90	89	0.9%
70	27	0.3%
68	41	0.4%
67	117	1.2%
66	67	0.7%

기초수급자수(BASE_RCPT_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	102
Distinct (%)	6.5%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	13.816092

Minimum	0
Maximum	304
Zeros	542
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	22
95-th percentile	52.75
Maximum	304
Range	304
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.002513
Coefficient of variation (CV)	1.592528
Kurtosis	26.663938
Mean	13.816092
Median Absolute Deviation (MAD)	4
Skewness	3.6746215
Sum	21636
Variance	484.11057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	542	5.4%
1	124	1.2%
2	61	0.6%
4	49	0.5%
3	43	0.4%
5	38	0.4%
24	29	0.3%
26	27	0.3%
7	26	0.3%
20	26	0.3%
Other values (92)	601	6.0%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	542	5.4%
1	124	1.2%
2	61	0.6%
3	43	0.4%
4	49	0.5%
5	38	0.4%
6	19	0.2%
7	26	0.3%
8	24	0.2%
9	15	0.1%

Value	Count	Frequency (%)
304	1	< 0.1%
166	1	< 0.1%
162	1	< 0.1%
150	1	< 0.1%
136	1	< 0.1%
134	1	< 0.1%
130	1	< 0.1%
127	1	< 0.1%
120	2	< 0.1%
115	1	< 0.1%

장애수급자수(DSBT_RCPT_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	50
Distinct (%)	3.2%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.1066411

Minimum	0
Maximum	107
Zeros	861
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	14
Maximum	107
Range	107
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	8.657014
Coefficient of variation (CV)	2.7866154
Kurtosis	56.08471
Mean	3.1066411
Median Absolute Deviation (MAD)	0
Skewness	6.4619288
Sum	4865
Variance	74.943892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	861	8.6%
1	192	1.9%
2	117	1.2%
3	92	0.9%
6	43	0.4%
5	42	0.4%
4	34	0.3%
7	24	0.2%
10	18	0.2%
9	17	0.2%
Other values (40)	126	1.3%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	861	8.6%
1	192	1.9%
2	117	1.2%
3	92	0.9%
4	34	0.3%
5	42	0.4%
6	43	0.4%
7	24	0.2%
8	14	0.1%
9	17	0.2%

Value	Count	Frequency (%)
107	1	< 0.1%
106	1	< 0.1%
105	1	< 0.1%
79	1	< 0.1%
78	1	< 0.1%
75	1	< 0.1%
68	1	< 0.1%
60	1	< 0.1%
59	1	< 0.1%
51	3	< 0.1%

차상위수(UN_RCPT_CNT)
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	6
Distinct (%)	0.4%
Missing	8433
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.031269943

Minimum	0
Maximum	17
Zeros	1561
Zeros (%)	15.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.64200942
Coefficient of variation (CV)	20.531199
Kurtosis	531.85141
Mean	0.031269943
Median Absolute Deviation (MAD)	0
Skewness	22.68939
Sum	49
Variance	0.4121761
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1561	15.6%
1	2	< 0.1%
12	1	< 0.1%
17	1	< 0.1%
14	1	< 0.1%
4	1	< 0.1%
(Missing)	8433	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1561	15.6%
1	2	< 0.1%
4	1	< 0.1%
12	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
14	1	< 0.1%
12	1	< 0.1%
4	1	< 0.1%
1	2	< 0.1%
0	1561	15.6%

담당자수(CHARGER_RCPT_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	71
Distinct (%)	4.5%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	12.693487

Minimum	0
Maximum	91
Zeros	180
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	9
Q3	19
95-th percentile	35
Maximum	91
Range	91
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	13.141036
Coefficient of variation (CV)	1.0352582
Kurtosis	7.3783703
Mean	12.693487
Median Absolute Deviation (MAD)	7
Skewness	2.1988165
Sum	19878
Variance	172.68682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	180	1.8%
9	85	0.9%
2	81	0.8%
4	79	0.8%
10	78	0.8%
3	77	0.8%
5	74	0.7%
7	59	0.6%
1	58	0.6%
11	57	0.6%
Other values (61)	738	7.4%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	180	1.8%
1	58	0.6%
2	81	0.8%
3	77	0.8%
4	79	0.8%
5	74	0.7%
6	52	0.5%
7	59	0.6%
8	53	0.5%
9	85	0.9%

Value	Count	Frequency (%)
91	1	< 0.1%
90	1	< 0.1%
89	2	< 0.1%
88	1	< 0.1%
87	1	< 0.1%
83	1	< 0.1%
80	2	< 0.1%
79	1	< 0.1%
72	3	< 0.1%
69	3	< 0.1%

남성수(MALE_CNT)
Real number (ℝ)

MISSING

Distinct	102
Distinct (%)	6.5%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	20.336526

Minimum	0
Maximum	242
Zeros	95
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	15
Q3	27
95-th percentile	57
Maximum	242
Range	242
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	22.002812
Coefficient of variation (CV)	1.0819356
Kurtosis	22.616748
Mean	20.336526
Median Absolute Deviation (MAD)	10
Skewness	3.5084507
Sum	31847
Variance	484.12374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95	0.9%
1	62	0.6%
4	62	0.6%
2	53	0.5%
15	52	0.5%
14	46	0.5%
12	46	0.5%
3	46	0.5%
7	44	0.4%
5	44	0.4%
Other values (92)	1016	10.2%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	95	0.9%
1	62	0.6%
2	53	0.5%
3	46	0.5%
4	62	0.6%
5	44	0.4%
6	40	0.4%
7	44	0.4%
8	42	0.4%
9	41	0.4%

Value	Count	Frequency (%)
242	1	< 0.1%
240	1	< 0.1%
223	1	< 0.1%
190	1	< 0.1%
144	1	< 0.1%
141	1	< 0.1%
123	1	< 0.1%
119	1	< 0.1%
118	2	< 0.1%
116	1	< 0.1%

여성수(FEMALE_CNT)
Real number (ℝ)

MISSING

Distinct	102
Distinct (%)	6.5%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.360153

Minimum	0
Maximum	184
Zeros	89
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	14
Q3	25
95-th percentile	54.75
Maximum	184
Range	184
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	21.216198
Coefficient of variation (CV)	1.0958693
Kurtosis	14.499397
Mean	19.360153
Median Absolute Deviation (MAD)	9
Skewness	3.0787959
Sum	30318
Variance	450.12708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	89	0.9%
1	69	0.7%
2	66	0.7%
10	62	0.6%
5	55	0.5%
6	54	0.5%
3	54	0.5%
8	51	0.5%
13	50	0.5%
11	48	0.5%
Other values (92)	968	9.7%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	0.9%
1	69	0.7%
2	66	0.7%
3	54	0.5%
4	44	0.4%
5	55	0.5%
6	54	0.5%
7	37	0.4%
8	51	0.5%
9	37	0.4%

Value	Count	Frequency (%)
184	1	< 0.1%
183	1	< 0.1%
181	1	< 0.1%
151	1	< 0.1%
148	1	< 0.1%
146	1	< 0.1%
140	1	< 0.1%
136	2	< 0.1%
132	1	< 0.1%
131	1	< 0.1%

성인수(ADULT_CNT)
Real number (ℝ)

MISSING

Distinct	156
Distinct (%)	10.0%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	37.226692

Minimum	0
Maximum	425
Zeros	10
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.25
Q1	14
median	28
Q3	47
95-th percentile	101
Maximum	425
Range	425
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	39.530944
Coefficient of variation (CV)	1.0618978
Kurtosis	22.613046
Mean	37.226692
Median Absolute Deviation (MAD)	17
Skewness	3.632834
Sum	58297
Variance	1562.6955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	45	0.4%
5	44	0.4%
20	43	0.4%
1	42	0.4%
3	41	0.4%
6	38	0.4%
40	35	0.4%
24	35	0.4%
22	34	0.3%
25	33	0.3%
Other values (146)	1176	11.8%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.1%
1	42	0.4%
2	27	0.3%
3	41	0.4%
4	45	0.4%
5	44	0.4%
6	38	0.4%
7	19	0.2%
8	28	0.3%
9	23	0.2%

Value	Count	Frequency (%)
425	1	< 0.1%
421	1	< 0.1%
407	1	< 0.1%
336	1	< 0.1%
248	1	< 0.1%
238	1	< 0.1%
237	1	< 0.1%
234	1	< 0.1%
231	1	< 0.1%
228	1	< 0.1%

미성년자수(MINOR_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	49
Distinct (%)	3.1%
Missing	8434
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.4699872

Minimum	0
Maximum	73
Zeros	1159
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	17
Maximum	73
Range	73
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	7.6717018
Coefficient of variation (CV)	3.1059682
Kurtosis	22.062937
Mean	2.4699872
Median Absolute Deviation (MAD)	0
Skewness	4.4221161
Sum	3868
Variance	58.855009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	1159	11.6%
1	100	1.0%
2	48	0.5%
3	46	0.5%
4	26	0.3%
5	26	0.3%
7	19	0.2%
6	19	0.2%
9	8	0.1%
10	8	0.1%
Other values (39)	107	1.1%
(Missing)	8434	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1159	11.6%
1	100	1.0%
2	48	0.5%
3	46	0.5%
4	26	0.3%
5	26	0.3%
6	19	0.2%
7	19	0.2%
8	6	0.1%
9	8	0.1%

Value	Count	Frequency (%)
73	1	< 0.1%
67	1	< 0.1%
54	1	< 0.1%
53	1	< 0.1%
50	1	< 0.1%
48	3	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
45	2	< 0.1%
44	2	< 0.1%

총인원(TOTAL_CNT)
Real number (ℝ)

MISSING

Distinct	159
Distinct (%)	10.1%
Missing	8433
Missing (%)	84.3%
Infinite	0
Infinite (%)	0.0%
Mean	39.671347

Minimum	0
Maximum	425
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	15
median	30
Q3	51
95-th percentile	103
Maximum	425
Range	425
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	39.803538
Coefficient of variation (CV)	1.0033322
Kurtosis	21.331878
Mean	39.671347
Median Absolute Deviation (MAD)	18
Skewness	3.4777576
Sum	62165
Variance	1584.3217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	46	0.5%
6	45	0.4%
5	43	0.4%
30	38	0.4%
1	38	0.4%
8	37	0.4%
10	35	0.4%
4	34	0.3%
22	33	0.3%
26	32	0.3%
Other values (149)	1186	11.9%
(Missing)	8433	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	38	0.4%
2	16	0.2%
3	17	0.2%
4	34	0.3%
5	43	0.4%
6	45	0.4%
7	21	0.2%
8	37	0.4%
9	27	0.3%

Value	Count	Frequency (%)
425	1	< 0.1%
421	1	< 0.1%
407	1	< 0.1%
336	1	< 0.1%
250	1	< 0.1%
240	1	< 0.1%
239	1	< 0.1%
238	1	< 0.1%
231	1	< 0.1%
228	1	< 0.1%

숙박구분 (K010)(STAY_FLAG)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8477
1박2일	971
당일	552

Length

Max length	4
Median length	4
Mean length	3.8896
Min length	2

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>	8477	84.8%
1박2일	971	9.7%
당일	552	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8477	84.8%
1박2일	971	9.7%
당일	552	5.5%

1순위시작일(FIRST_START_DT)
Real number (ℝ)

MISSING

Distinct	615
Distinct (%)	44.1%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192562

Minimum	20170412
Maximum	20211125
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170412
5-th percentile	20170615
Q1	20180705
median	20190625
Q3	20200810
95-th percentile	20210910
Maximum	20211125
Range	40713
Interquartile range (IQR)	20105

Descriptive statistics

Standard deviation	12206.794
Coefficient of variation (CV)	0.00060451932
Kurtosis	-0.90905077
Mean	20192562
Median Absolute Deviation (MAD)	10023
Skewness	-0.11979902
Sum	2.8128239 × 10¹⁰
Variance	1.4900581 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190516	17	0.2%
20211014	11	0.1%
20190418	11	0.1%
20201015	10	0.1%
20180510	10	0.1%
20170511	9	0.1%
20190509	9	0.1%
20190404	9	0.1%
20180419	9	0.1%
20180517	8	0.1%
Other values (605)	1290	12.9%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170412	1	< 0.1%
20170413	1	< 0.1%
20170426	1	< 0.1%
20170427	2	< 0.1%
20170501	1	< 0.1%
20170504	1	< 0.1%
20170508	2	< 0.1%
20170509	3	< 0.1%
20170511	9	0.1%
20170512	2	< 0.1%

Value	Count	Frequency (%)
20211125	2	< 0.1%
20211028	2	< 0.1%
20211026	2	< 0.1%
20211022	1	< 0.1%
20211021	5	0.1%
20211020	1	< 0.1%
20211019	3	< 0.1%
20211018	1	< 0.1%
20211015	3	< 0.1%
20211014	11	0.1%

1순위종료일(FIRST_END_DT)
Real number (ℝ)

MISSING

Distinct	630
Distinct (%)	45.2%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192563

Minimum	20170413
Maximum	20211125
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170413
5-th percentile	20170616
Q1	20180706
median	20190625
Q3	20200811
95-th percentile	20210910
Maximum	20211125
Range	40712
Interquartile range (IQR)	20105

Descriptive statistics

Standard deviation	12207.007
Coefficient of variation (CV)	0.00060452983
Kurtosis	-0.90888583
Mean	20192563
Median Absolute Deviation (MAD)	10023
Skewness	-0.11972762
Sum	2.8128241 × 10¹⁰
Variance	1.4901102 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190517	16	0.2%
20190510	13	0.1%
20201016	11	0.1%
20200911	11	0.1%
20211015	10	0.1%
20200508	10	0.1%
20180511	10	0.1%
20210514	10	0.1%
20170512	9	0.1%
20180420	9	0.1%
Other values (620)	1284	12.8%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170413	1	< 0.1%
20170414	1	< 0.1%
20170427	1	< 0.1%
20170428	2	< 0.1%
20170502	1	< 0.1%
20170504	1	< 0.1%
20170509	3	< 0.1%
20170510	2	< 0.1%
20170511	2	< 0.1%
20170512	9	0.1%

Value	Count	Frequency (%)
20211125	2	< 0.1%
20211029	2	< 0.1%
20211027	1	< 0.1%
20211026	1	< 0.1%
20211023	1	< 0.1%
20211022	5	0.1%
20211021	1	< 0.1%
20211020	2	< 0.1%
20211019	1	< 0.1%
20211018	1	< 0.1%

2순위시작일(SECOND_START_DT)
Real number (ℝ)

MISSING

Distinct	634
Distinct (%)	45.5%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192628

Minimum	20170419
Maximum	20211118
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170419
5-th percentile	20170626
Q1	20180822
median	20190808
Q3	20200909
95-th percentile	20210927
Maximum	20211118
Range	40699
Interquartile range (IQR)	20087

Descriptive statistics

Standard deviation	12204.694
Coefficient of variation (CV)	0.00060441336
Kurtosis	-0.90525996
Mean	20192628
Median Absolute Deviation (MAD)	10014
Skewness	-0.1216323
Sum	2.8128331 × 10¹⁰
Variance	1.4895456 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200917	12	0.1%
20180517	11	0.1%
20190523	10	0.1%
20190516	9	0.1%
20180524	9	0.1%
20210916	9	0.1%
20200618	9	0.1%
20190425	9	0.1%
20200528	8	0.1%
20190926	8	0.1%
Other values (624)	1299	13.0%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170419	1	< 0.1%
20170420	1	< 0.1%
20170424	1	< 0.1%
20170426	1	< 0.1%
20170501	1	< 0.1%
20170505	1	< 0.1%
20170509	3	< 0.1%
20170510	1	< 0.1%
20170513	1	< 0.1%
20170516	1	< 0.1%

Value	Count	Frequency (%)
20211118	1	< 0.1%
20211111	1	< 0.1%
20211108	1	< 0.1%
20211104	1	< 0.1%
20211101	1	< 0.1%
20211028	6	0.1%
20211026	3	< 0.1%
20211022	4	< 0.1%
20211021	8	0.1%
20211020	3	< 0.1%

2순위종료일(SECOND_END_DT)
Real number (ℝ)

MISSING

Distinct	630
Distinct (%)	45.2%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192629

Minimum	20170420
Maximum	20211119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170420
5-th percentile	20170627
Q1	20180823
median	20190808
Q3	20200910
95-th percentile	20210928
Maximum	20211119
Range	40699
Interquartile range (IQR)	20087

Descriptive statistics

Standard deviation	12204.525
Coefficient of variation (CV)	0.00060440493
Kurtosis	-0.90514651
Mean	20192629
Median Absolute Deviation (MAD)	10015
Skewness	-0.12166963
Sum	2.8128332 × 10¹⁰
Variance	1.4895042 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190524	16	0.2%
20200918	13	0.1%
20190927	10	0.1%
20190517	10	0.1%
20200619	10	0.1%
20210917	9	0.1%
20200515	9	0.1%
20180518	9	0.1%
20190516	9	0.1%
20170616	8	0.1%
Other values (620)	1290	12.9%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170420	1	< 0.1%
20170421	1	< 0.1%
20170425	1	< 0.1%
20170427	1	< 0.1%
20170502	1	< 0.1%
20170506	1	< 0.1%
20170510	3	< 0.1%
20170511	1	< 0.1%
20170514	1	< 0.1%
20170516	1	< 0.1%

Value	Count	Frequency (%)
20211119	1	< 0.1%
20211112	1	< 0.1%
20211108	1	< 0.1%
20211105	1	< 0.1%
20211102	1	< 0.1%
20211029	3	< 0.1%
20211028	3	< 0.1%
20211027	2	< 0.1%
20211026	1	< 0.1%
20211023	3	< 0.1%

3순위시작일(THIRD_START_DT)
Real number (ℝ)

MISSING

Distinct	661
Distinct (%)	47.5%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192671

Minimum	20170405
Maximum	20211225
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170405
5-th percentile	20170720
Q1	20181010
median	20190925
Q3	20200925
95-th percentile	20211014
Maximum	20211225
Range	40820
Interquartile range (IQR)	19915

Descriptive statistics

Standard deviation	12229.06
Coefficient of variation (CV)	0.00060561872
Kurtosis	-0.90543627
Mean	20192671
Median Absolute Deviation (MAD)	9998
Skewness	-0.12489196
Sum	2.8128391 × 10¹⁰
Variance	1.495499 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200917	14	0.1%
20201022	13	0.1%
20191017	11	0.1%
20211007	10	0.1%
20180524	10	0.1%
20210923	9	0.1%
20190530	9	0.1%
20211014	9	0.1%
20190613	9	0.1%
20190620	8	0.1%
Other values (651)	1291	12.9%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170405	1	< 0.1%
20170412	1	< 0.1%
20170420	2	< 0.1%
20170421	1	< 0.1%
20170424	1	< 0.1%
20170426	1	< 0.1%
20170427	1	< 0.1%
20170507	1	< 0.1%
20170509	2	< 0.1%
20170510	3	< 0.1%

Value	Count	Frequency (%)
20211225	1	< 0.1%
20211210	1	< 0.1%
20211208	1	< 0.1%
20211201	1	< 0.1%
20211129	1	< 0.1%
20211123	3	< 0.1%
20211120	2	< 0.1%
20211118	2	< 0.1%
20211117	1	< 0.1%
20211116	1	< 0.1%

3순위종료일(THIRD_END_DT)
Real number (ℝ)

MISSING

Distinct	652
Distinct (%)	46.8%
Missing	8607
Missing (%)	86.1%
Infinite	0
Infinite (%)	0.0%
Mean	20192673

Minimum	20170405
Maximum	20211226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170405
5-th percentile	20170721
Q1	20181011
median	20190925
Q3	20200925
95-th percentile	20211015
Maximum	20211226
Range	40821
Interquartile range (IQR)	19914

Descriptive statistics

Standard deviation	12229.275
Coefficient of variation (CV)	0.00060562933
Kurtosis	-0.90549841
Mean	20192673
Median Absolute Deviation (MAD)	9999
Skewness	-0.12480997
Sum	2.8128393 × 10¹⁰
Variance	1.4955516 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20201023	14	0.1%
20200918	13	0.1%
20211008	13	0.1%
20190614	12	0.1%
20191018	11	0.1%
20191011	10	0.1%
20201030	10	0.1%
20191025	9	0.1%
20201016	8	0.1%
20180525	8	0.1%
Other values (642)	1285	12.8%
(Missing)	8607	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170405	1	< 0.1%
20170413	1	< 0.1%
20170421	2	< 0.1%
20170422	1	< 0.1%
20170425	1	< 0.1%
20170427	1	< 0.1%
20170428	1	< 0.1%
20170508	1	< 0.1%
20170510	2	< 0.1%
20170511	3	< 0.1%

Value	Count	Frequency (%)
20211226	1	< 0.1%
20211211	1	< 0.1%
20211208	1	< 0.1%
20211202	1	< 0.1%
20211130	1	< 0.1%
20211124	2	< 0.1%
20211123	1	< 0.1%
20211121	1	< 0.1%
20211120	1	< 0.1%
20211119	2	< 0.1%

위약금지불동의서(PENALTY_AGREE)
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	8437
Missing (%)	84.4%
Memory size	97.7 KiB

True	1563
(Missing)	8437

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1563	15.6%
(Missing)	8437	84.4%

사진활용동의서(PHOTO_AGREE)
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	0.1%
Missing	8437
Missing (%)	84.4%
Memory size	97.7 KiB

True	1563
(Missing)	8437

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1563	15.6%
(Missing)	8437	84.4%

등록일자(INPUT_DT)
Date

MISSING

Distinct	1495
Distinct (%)	95.2%
Missing	8429
Missing (%)	84.3%
Memory size	156.2 KiB

Minimum	2017-01-24 10:00:45
Maximum	2021-02-15 15:36:28

Histogram

Histogram with fixed size bins (bins=50)

수정일자(UPDATE_DT)
Date

MISSING

Distinct	1491
Distinct (%)	100.0%
Missing	8509
Missing (%)	85.1%
Memory size	156.2 KiB

Minimum	2017-01-24 17:48:21
Maximum	2021-06-10 12:36:10

Histogram

Histogram with fixed size bins (bins=50)

거동제한자(WEAK_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	99
Distinct (%)	7.7%
Missing	8721
Missing (%)	87.2%
Infinite	0
Infinite (%)	0.0%
Mean	15.931196

Minimum	0
Maximum	372
Zeros	428
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6
Q3	23.5
95-th percentile	58.1
Maximum	372
Range	372
Interquartile range (IQR)	23.5

Descriptive statistics

Standard deviation	25.688119
Coefficient of variation (CV)	1.6124413
Kurtosis	47.340867
Mean	15.931196
Median Absolute Deviation (MAD)	6
Skewness	4.9747829
Sum	20376
Variance	659.87946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	428	4.3%
3	48	0.5%
10	47	0.5%
20	43	0.4%
4	38	0.4%
5	38	0.4%
30	36	0.4%
1	36	0.4%
2	33	0.3%
15	28	0.3%
Other values (89)	504	5.0%
(Missing)	8721	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	428	4.3%
1	36	0.4%
2	33	0.3%
3	48	0.5%
4	38	0.4%
5	38	0.4%
6	21	0.2%
7	18	0.2%
8	10	0.1%
9	5	0.1%

Value	Count	Frequency (%)
372	1	< 0.1%
315	1	< 0.1%
159	1	< 0.1%
153	1	< 0.1%
150	1	< 0.1%
149	1	< 0.1%
145	1	< 0.1%
142	1	< 0.1%
131	1	< 0.1%
127	1	< 0.1%

장애인연금수급자(DISB_PENS_CNT)
Real number (ℝ)

MISSING ZEROS

Distinct	81
Distinct (%)	11.5%
Missing	9296
Missing (%)	93.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.115057

Minimum	0
Maximum	239
Zeros	111
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	11
Q3	23
95-th percentile	56
Maximum	239
Range	239
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	23.690263
Coefficient of variation (CV)	1.3841767
Kurtosis	26.742715
Mean	17.115057
Median Absolute Deviation (MAD)	10
Skewness	4.1101404
Sum	12049
Variance	561.22856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	111	1.1%
1	41	0.4%
3	38	0.4%
4	29	0.3%
2	26	0.3%
10	23	0.2%
17	19	0.2%
23	18	0.2%
7	18	0.2%
14	18	0.2%
Other values (71)	363	3.6%
(Missing)	9296	93.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	111	1.1%
1	41	0.4%
2	26	0.3%
3	38	0.4%
4	29	0.3%
5	15	0.1%
6	15	0.1%
7	18	0.2%
8	18	0.2%
9	11	0.1%

Value	Count	Frequency (%)
239	1	< 0.1%
236	1	< 0.1%
147	2	< 0.1%
142	1	< 0.1%
135	1	< 0.1%
128	1	< 0.1%
123	1	< 0.1%
117	1	< 0.1%
115	1	< 0.1%
109	1	< 0.1%

사업년도(BIZ_YEAR).1
Real number (ℝ)

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2018.51

Minimum	2015
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2015
5-th percentile	2017
Q1	2018
median	2019
Q3	2019
95-th percentile	2020
Maximum	2020
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0319915
Coefficient of variation (CV)	0.00051126401
Kurtosis	-0.16412681
Mean	2018.51
Median Absolute Deviation (MAD)	1
Skewness	-0.54530066
Sum	20185100
Variance	1.0650065
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2019	4101	41.0%
2018	2724	27.2%
2020	1541	15.4%
2017	1187	11.9%
2016	445	4.5%
2015	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2015	2	< 0.1%
2016	445	4.5%
2017	1187	11.9%
2018	2724	27.2%
2019	4101	41.0%
2020	1541	15.4%

Value	Count	Frequency (%)
2020	1541	15.4%
2019	4101	41.0%
2018	2724	27.2%
2017	1187	11.9%
2016	445	4.5%
2015	2	< 0.1%

사업번호(BIZ_NO)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	9999
2	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9999	> 99.9%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9999	> 99.9%
2	1	< 0.1%

신청일자(REQ_DT)
Real number (ℝ)

Distinct	207
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20184404

Minimum	20160704
Maximum	20200306
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160704
5-th percentile	20170123
Q1	20180118
median	20181231
Q3	20190131
95-th percentile	20200204
Maximum	20200306
Range	39602
Interquartile range (IQR)	10013

Descriptive statistics

Standard deviation	10455.733
Coefficient of variation (CV)	0.00051801049
Kurtosis	-0.54228481
Mean	20184404
Median Absolute Deviation (MAD)	8899
Skewness	-0.29626774
Sum	2.0184404 × 10¹¹
Variance	1.0932236 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180131	1356	13.6%
20200203	723	7.2%
20190313	589	5.9%
20190131	463	4.6%
20190130	375	3.8%
20200204	345	3.5%
20161015	314	3.1%
20200205	249	2.5%
20190129	193	1.9%
20190107	157	1.6%
Other values (197)	5236	52.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160704	1	< 0.1%
20160711	2	< 0.1%
20160725	3	< 0.1%
20160801	14	0.1%
20160805	12	0.1%
20160810	6	0.1%
20160822	11	0.1%
20160826	10	0.1%
20160902	11	0.1%
20160907	1	< 0.1%

Value	Count	Frequency (%)
20200306	4	< 0.1%
20200305	9	0.1%
20200304	2	< 0.1%
20200303	19	0.2%
20200302	14	0.1%
20200221	22	0.2%
20200220	6	0.1%
20200219	3	< 0.1%
20200218	12	0.1%
20200217	3	< 0.1%

신청상태 (K005)(REQ_STS)
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

발급선정	5157
접수완료	2981
이월등록	1254
미선정	596
반려	12

Length

Max length	4
Median length	4
Mean length	3.938
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	발급선정
2nd row	접수완료
3rd row	발급선정
4th row	발급선정
5th row	이월등록

Common Values

Value	Count	Frequency (%)
발급선정	5157	51.6%
접수완료	2981	29.8%
이월등록	1254	12.5%
미선정	596	6.0%
반려	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
발급선정	5157	51.6%
접수완료	2981	29.8%
이월등록	1254	12.5%
미선정	596	6.0%
반려	12	0.1%

기관개인구분 (K004)(ORG_PER_GB)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

개인	8921
시설	1079

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	개인
2nd row	개인
3rd row	개인
4th row	개인
5th row	시설

Common Values

Value	Count	Frequency (%)
개인	8921	89.2%
시설	1079	10.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
개인	8921	89.2%
시설	1079	10.8%

개인정보수집동의(AGREE_CHECK_1)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

처리아이디(APRV_ID)
Categorical

Distinct	43
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	2586
admin02	1841
admin01	1370
lim1001	1101
RD_finecpn17	1004
Other values (38)	2098

Length

Max length	12
Median length	7
Mean length	6.872
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	RD_finecpn17
2nd row	<NA>
3rd row	RD_finecpn17
4th row	RD_finecpn17
5th row	admin05

Common Values

Value	Count	Frequency (%)
<NA>	2586	25.9%
admin02	1841	18.4%
admin01	1370	13.7%
lim1001	1101	11.0%
RD_finecpn17	1004	10.0%
admin05	790	7.9%
admin04	159	1.6%
kimcherish	153	1.5%
hsyoung96	116	1.2%
thdus5701	84	0.8%
Other values (33)	796	8.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	2586	25.9%
admin02	1841	18.4%
admin01	1370	13.7%
lim1001	1101	11.0%
rd_finecpn17	1004	10.0%
admin05	790	7.9%
admin04	159	1.6%
kimcherish	153	1.5%
hsyoung96	116	1.2%
thdus5701	84	0.8%
Other values (33)	796	8.0%

처리일자(APRV_DT)
Real number (ℝ)

MISSING

Distinct	117
Distinct (%)	1.6%
Missing	2586
Missing (%)	25.9%
Infinite	0
Infinite (%)	0.0%
Mean	20185974

Minimum	20160921
Maximum	20200306
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160921
5-th percentile	20170302
Q1	20180131
median	20190211
Q3	20190313
95-th percentile	20200306
Maximum	20200306
Range	39385
Interquartile range (IQR)	10182

Descriptive statistics

Standard deviation	10158.714
Coefficient of variation (CV)	0.00050325606
Kurtosis	-0.93268519
Mean	20185974
Median Absolute Deviation (MAD)	10080
Skewness	-0.16130394
Sum	1.4965881 × 10¹¹
Variance	1.0319946 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180131	1936	19.4%
20190305	1369	13.7%
20170302	1027	10.3%
20200306	1004	10.0%
20190313	782	7.8%
20200220	164	1.6%
20170307	89	0.9%
20200222	62	0.6%
20200221	57	0.6%
20200224	51	0.5%
Other values (107)	873	8.7%
(Missing)	2586	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160921	1	< 0.1%
20160923	4	< 0.1%
20160927	6	0.1%
20160929	9	0.1%
20160930	1	< 0.1%
20161004	11	0.1%
20161024	5	0.1%
20161027	11	0.1%
20161228	12	0.1%
20170125	2	< 0.1%

Value	Count	Frequency (%)
20200306	1004	10.0%
20200305	1	< 0.1%
20200229	4	< 0.1%
20200228	5	0.1%
20200227	8	0.1%
20200226	9	0.1%
20200225	22	0.2%
20200224	51	0.5%
20200222	62	0.6%
20200221	57	0.6%

개인식별번호수집동의(AGREE_CHECK_2)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

제3자정보제공동의(AGREE_CHECK_3)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

등록일자(INPUT_DT).1
Date

Distinct	8292
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-09-09 09:48:05
Maximum	2020-02-21 19:34:00

Histogram

Histogram with fixed size bins (bins=50)

수정일자(UPDATE_DT).1
Date

MISSING

Distinct	3629
Distinct (%)	44.4%
Missing	1823
Missing (%)	18.2%
Memory size	156.2 KiB

Minimum	2016-09-21 17:41:36
Maximum	2020-08-07 14:37:04

Histogram

Histogram with fixed size bins (bins=50)

합산여부(BALANCE_YN)
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	6047
True	3953

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	6047	60.5%
True	3953	39.5%

사용실적률, 신청서 내 가장 비율이 높은 실적률을 취해 반영(REQ_USE_RATE_M)
Real number (ℝ)

MISSING ZEROS

Distinct	99
Distinct (%)	3.3%
Missing	6985
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%
Mean	27.957546

Minimum	0
Maximum	100
Zeros	1790
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	64
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	38.623927
Coefficient of variation (CV)	1.3815207
Kurtosis	-0.9556499
Mean	27.957546
Median Absolute Deviation (MAD)	0
Skewness	0.87860672
Sum	84292
Variance	1491.8078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1790	17.9%
100	259	2.6%
50	39	0.4%
85	27	0.3%
95	24	0.2%
91	23	0.2%
75	22	0.2%
67	22	0.2%
80	21	0.2%
60	20	0.2%
Other values (89)	768	7.7%
(Missing)	6985	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1790	17.9%
1	9	0.1%
2	11	0.1%
3	4	< 0.1%
4	5	0.1%
5	10	0.1%
6	4	< 0.1%
7	5	0.1%
8	3	< 0.1%
9	5	0.1%

Value	Count	Frequency (%)
100	259	2.6%
99	13	0.1%
98	12	0.1%
97	10	0.1%
96	17	0.2%
95	24	0.2%
94	19	0.2%
93	17	0.2%
92	18	0.2%
91	23	0.2%

신청이력비율, 신청서 내 가장 많은 이력순위의 비율(REQ_HIST_RATE)
Real number (ℝ)

MISSING

Distinct	33
Distinct (%)	2.1%
Missing	8458
Missing (%)	84.6%
Infinite	0
Infinite (%)	0.0%
Mean	97.835927

Minimum	33
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	33
5-th percentile	78
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	67
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.1112345
Coefficient of variation (CV)	0.093127696
Kurtosis	20.282215
Mean	97.835927
Median Absolute Deviation (MAD)	0
Skewness	-4.5075665
Sum	150863
Variance	83.014594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
100	1443	14.4%
50	22	0.2%
67	18	0.2%
75	14	0.1%
80	6	0.1%
93	3	< 0.1%
73	3	< 0.1%
60	3	< 0.1%
38	2	< 0.1%
71	2	< 0.1%
Other values (23)	26	0.3%
(Missing)	8458	84.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33	1	< 0.1%
38	2	< 0.1%
40	2	< 0.1%
42	1	< 0.1%
43	1	< 0.1%
49	1	< 0.1%
50	22	0.2%
54	1	< 0.1%
55	1	< 0.1%
60	3	< 0.1%

Value	Count	Frequency (%)
100	1443	14.4%
98	1	< 0.1%
97	1	< 0.1%
96	1	< 0.1%
93	3	< 0.1%
92	1	< 0.1%
90	1	< 0.1%
88	1	< 0.1%
86	2	< 0.1%
83	1	< 0.1%

대상유형비율, 신청서 내 가장 많은 대상유형의 비율(REQ_TYPE_RATE)
Real number (ℝ)

MISSING

Distinct	37
Distinct (%)	2.4%
Missing	8458
Missing (%)	84.6%
Infinite	0
Infinite (%)	0.0%
Mean	93.434501

Minimum	25
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	25
5-th percentile	50
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	75
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.32234
Coefficient of variation (CV)	0.16399017
Kurtosis	3.6553195
Mean	93.434501
Median Absolute Deviation (MAD)	0
Skewness	-2.2152379
Sum	144076
Variance	234.7741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
100	1271	12.7%
50	89	0.9%
67	66	0.7%
75	38	0.4%
80	15	0.1%
60	11	0.1%
33	8	0.1%
83	5	0.1%
86	4	< 0.1%
71	3	< 0.1%
Other values (27)	32	0.3%
(Missing)	8458	84.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	1	< 0.1%
27	1	< 0.1%
33	8	0.1%
40	2	< 0.1%
42	1	< 0.1%
45	1	< 0.1%
50	89	0.9%
52	1	< 0.1%
53	1	< 0.1%
54	1	< 0.1%

Value	Count	Frequency (%)
100	1271	12.7%
93	1	< 0.1%
91	1	< 0.1%
90	2	< 0.1%
89	1	< 0.1%
88	1	< 0.1%
86	4	< 0.1%
85	3	< 0.1%
83	5	0.1%
82	1	< 0.1%

신청서 내 생애첫신청의 작년탈락자 다수여부(LAST_YEAR_DROP_YN)
Boolean

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	8458
Missing (%)	84.6%
Memory size	97.7 KiB

False	1317
True	225
(Missing)	8458

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	1317	13.2%
True	225	2.2%
(Missing)	8458	84.6%

합산자 수신동의(BALANCE_SMS_FLAG)
Boolean

MISSING

Distinct	2
Distinct (%)	0.1%
Missing	8458
Missing (%)	84.6%
Memory size	97.7 KiB

True	1018
False	524
(Missing)	8458

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1018	10.2%
False	524	5.2%
(Missing)	8458	84.6%

등록사이트구분 (KFWI:산림복지, G24:정부24) 2020.10.23(SITE_ORIGIN)
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

KFWI	10000

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	KFWI
2nd row	KFWI
3rd row	KFWI
4th row	KFWI
5th row	KFWI

Common Values

Value	Count	Frequency (%)
KFWI	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
kfwi	10000	100.0%

타사이트추적PK 2020.10.23(SITE_TRACENO)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

문자서비스수신동의(SMS_FLAG)
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	8427
Missing (%)	84.3%
Memory size	97.7 KiB

True	1558
False	15
(Missing)	8427

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1558	15.6%
False	15	0.1%
(Missing)	8427	84.3%

전자우편수신동의(EMAIL_FLAG)
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	0.1%
Missing	8427
Missing (%)	84.3%
Memory size	97.7 KiB

True	1557
False	16
(Missing)	8427

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	1557	15.6%
False	16	0.2%
(Missing)	8427	84.3%

등록일자(INPUT_DT).2
Date

MISSING

Distinct	1484
Distinct (%)	94.3%
Missing	8427
Missing (%)	84.3%
Memory size	156.2 KiB

Minimum	2017-01-23 18:39:52
Maximum	2021-02-08 09:20:28

Histogram

Histogram with fixed size bins (bins=50)

수정일자(UPDATE_DT).2
Date

MISSING

Distinct	1480
Distinct (%)	100.0%
Missing	8520
Missing (%)	85.2%
Memory size	156.2 KiB

Minimum	2017-01-24 11:37:26
Maximum	2021-06-14 18:25:09

Histogram

Histogram with fixed size bins (bins=50)

사업년도(BIZ_YEAR).2
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8427
2019	408
2021	367
2018	352
2020	335

Length

Max length	4
Median length	4
Mean length	4
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>	8427	84.3%
2019	408	4.1%
2021	367	3.7%
2018	352	3.5%
2020	335	3.4%
2017	111	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8427	84.3%
2019	408	4.1%
2021	367	3.7%
2018	352	3.5%
2020	335	3.4%
2017	111	1.1%

사업번호(BIZ_NO).1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8427
1	1573

Length

Max length	4
Median length	4
Mean length	3.5281
Min length	1

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>	8427	84.3%
1	1573	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8427	84.3%
1	1573	15.7%

사업년도(BIZ_YEAR).3
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
2019	3344
2018	821

Length

Max length	4
Median length	4
Mean length	4
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>	5835	58.4%
2019	3344	33.4%
2018	821	8.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5835	58.4%
2019	3344	33.4%
2018	821	8.2%

사업회차(BIZ_NO).1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
1	4165

Length

Max length	4
Median length	4
Mean length	2.7505
Min length	1

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>	5835	58.4%
1	4165	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5835	58.4%
1	4165	41.6%

신청일자(REQ_DT).1
Real number (ℝ)

MISSING

Distinct	80
Distinct (%)	1.9%
Missing	5835
Missing (%)	58.4%
Infinite	0
Infinite (%)	0.0%
Mean	20186412

Minimum	20171220
Maximum	20190213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20171220
5-th percentile	20180108
Q1	20181221
median	20190110
Q3	20190128
95-th percentile	20190131
Maximum	20190213
Range	18993
Interquartile range (IQR)	8907

Descriptive statistics

Standard deviation	5251.0527
Coefficient of variation (CV)	0.00026012808
Kurtosis	0.070617395
Mean	20186412
Median Absolute Deviation (MAD)	20
Skewness	-1.0452895
Sum	8.4076408 × 10¹⁰
Variance	27573555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190131	420	4.2%
20190130	352	3.5%
20180131	260	2.6%
20190129	194	1.9%
20190107	160	1.6%
20181226	155	1.6%
20190118	153	1.5%
20190104	139	1.4%
20190111	131	1.3%
20181220	112	1.1%
Other values (70)	2089	20.9%
(Missing)	5835	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20171220	34	0.3%
20171221	26	0.3%
20171222	16	0.2%
20171223	8	0.1%
20171224	4	< 0.1%
20171225	4	< 0.1%
20171226	14	0.1%
20171227	9	0.1%
20171228	13	0.1%
20171229	9	0.1%

Value	Count	Frequency (%)
20190213	1	< 0.1%
20190212	1	< 0.1%
20190211	7	0.1%
20190208	3	< 0.1%
20190207	7	0.1%
20190201	39	0.4%
20190131	420	4.2%
20190130	352	3.5%
20190129	194	1.9%
20190128	72	0.7%

개인/시설 구분(ORG_PER_GB)
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
개인	3770
시설	395

Length

Max length	4
Median length	4
Mean length	3.167
Min length	2

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>	5835	58.4%
개인	3770	37.7%
시설	395	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5835	58.4%
개인	3770	37.7%
시설	395	4.0%

승인일자(APRV_DT)
Real number (ℝ)

MISSING

Distinct	57
Distinct (%)	9.0%
Missing	9367
Missing (%)	93.7%
Infinite	0
Infinite (%)	0.0%
Mean	20185592

Minimum	20171220
Maximum	20190211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20171220
5-th percentile	20180116
Q1	20180131
median	20190107
Q3	20190121
95-th percentile	20190130
Maximum	20190211
Range	18991
Interquartile range (IQR)	9990

Descriptive statistics

Standard deviation	5168.4665
Coefficient of variation (CV)	0.0002560473
Kurtosis	-1.0198409
Mean	20185592
Median Absolute Deviation (MAD)	23
Skewness	-0.49510438
Sum	1.277748 × 10¹⁰
Variance	26713046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180131	53	0.5%
20190130	38	0.4%
20190107	34	0.3%
20181226	30	0.3%
20190129	27	0.3%
20190111	22	0.2%
20190115	20	0.2%
20190131	19	0.2%
20180125	19	0.2%
20190117	18	0.2%
Other values (47)	353	3.5%
(Missing)	9367	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20171220	1	< 0.1%
20171221	2	< 0.1%
20171222	1	< 0.1%
20171226	2	< 0.1%
20171227	1	< 0.1%
20171228	1	< 0.1%
20171229	5	0.1%
20180102	3	< 0.1%
20180103	6	0.1%
20180104	3	< 0.1%

Value	Count	Frequency (%)
20190211	1	< 0.1%
20190131	19	0.2%
20190130	38	0.4%
20190129	27	0.3%
20190128	9	0.1%
20190126	3	< 0.1%
20190125	11	0.1%
20190124	10	0.1%
20190123	14	0.1%
20190122	11	0.1%

주소지역(ADDR)
Categorical

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
서울특별시	877
경기도	768
전라북도	322
인천광역시	320
Other values (13)	1878

Length

Max length	7
Median length	4
Mean length	4.1362
Min length	3

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>	5835	58.4%
서울특별시	877	8.8%
경기도	768	7.7%
전라북도	322	3.2%
인천광역시	320	3.2%
대구광역시	249	2.5%
부산광역시	239	2.4%
경상북도	218	2.2%
광주광역시	203	2.0%
대전광역시	182	1.8%
Other values (8)	787	7.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5835	58.4%
서울특별시	877	8.8%
경기도	768	7.7%
전라북도	322	3.2%
인천광역시	320	3.2%
대구광역시	249	2.5%
부산광역시	239	2.4%
경상북도	218	2.2%
광주광역시	203	2.0%
대전광역시	182	1.8%
Other values (8)	787	7.9%

신청서인원(TOTAL_CNT)
Real number (ℝ)

MISSING

Distinct	98
Distinct (%)	2.4%
Missing	5835
Missing (%)	58.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.7978391

Minimum	1
Maximum	231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	30
Maximum	231
Range	230
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	14.878856
Coefficient of variation (CV)	2.5662761
Kurtosis	53.396203
Mean	5.7978391
Median Absolute Deviation (MAD)	1
Skewness	6.1506293
Sum	24148
Variance	221.38035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1677	16.8%
2	753	7.5%
3	633	6.3%
4	427	4.3%
5	206	2.1%
6	67	0.7%
8	25	0.2%
7	23	0.2%
20	14	0.1%
25	12	0.1%
Other values (88)	328	3.3%
(Missing)	5835	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1677	16.8%
2	753	7.5%
3	633	6.3%
4	427	4.3%
5	206	2.1%
6	67	0.7%
7	23	0.2%
8	25	0.2%
9	10	0.1%
10	8	0.1%

Value	Count	Frequency (%)
231	1	< 0.1%
224	1	< 0.1%
195	1	< 0.1%
176	1	< 0.1%
166	1	< 0.1%
138	1	< 0.1%
136	1	< 0.1%
131	1	< 0.1%
130	2	< 0.1%
119	1	< 0.1%

신청인원(REQ_CNT)
Real number (ℝ)

MISSING

Distinct	98
Distinct (%)	2.4%
Missing	5835
Missing (%)	58.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.7978391

Minimum	1
Maximum	231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	30
Maximum	231
Range	230
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	14.878856
Coefficient of variation (CV)	2.5662761
Kurtosis	53.396203
Mean	5.7978391
Median Absolute Deviation (MAD)	1
Skewness	6.1506293
Sum	24148
Variance	221.38035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1677	16.8%
2	753	7.5%
3	633	6.3%
4	427	4.3%
5	206	2.1%
6	67	0.7%
8	25	0.2%
7	23	0.2%
20	14	0.1%
25	12	0.1%
Other values (88)	328	3.3%
(Missing)	5835	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1677	16.8%
2	753	7.5%
3	633	6.3%
4	427	4.3%
5	206	2.1%
6	67	0.7%
7	23	0.2%
8	25	0.2%
9	10	0.1%
10	8	0.1%

Value	Count	Frequency (%)
231	1	< 0.1%
224	1	< 0.1%
195	1	< 0.1%
176	1	< 0.1%
166	1	< 0.1%
138	1	< 0.1%
136	1	< 0.1%
131	1	< 0.1%
130	2	< 0.1%
119	1	< 0.1%

초기인원(PRE_CNT)
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
0	4165

Length

Max length	4
Median length	4
Mean length	2.7505
Min length	1

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>	5835	58.4%
0	4165	41.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5835	58.4%
0	4165	41.6%

총지원금(TOTAL_AMT)
Real number (ℝ)

MISSING

Distinct	98
Distinct (%)	2.4%
Missing	5835
Missing (%)	58.4%
Infinite	0
Infinite (%)	0.0%
Mean	579783.91

Minimum	100000
Maximum	23100000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	100000
5-th percentile	100000
Q1	100000
median	200000
Q3	400000
95-th percentile	3000000
Maximum	23100000
Range	23000000
Interquartile range (IQR)	300000

Descriptive statistics

Standard deviation	1487885.6
Coefficient of variation (CV)	2.5662761
Kurtosis	53.396203
Mean	579783.91
Median Absolute Deviation (MAD)	100000
Skewness	6.1506293
Sum	2.4148 × 10⁹
Variance	2.2138035 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	1677	16.8%
200000	753	7.5%
300000	633	6.3%
400000	427	4.3%
500000	206	2.1%
600000	67	0.7%
800000	25	0.2%
700000	23	0.2%
2000000	14	0.1%
2500000	12	0.1%
Other values (88)	328	3.3%
(Missing)	5835	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100000	1677	16.8%
200000	753	7.5%
300000	633	6.3%
400000	427	4.3%
500000	206	2.1%
600000	67	0.7%
700000	23	0.2%
800000	25	0.2%
900000	10	0.1%
1000000	8	0.1%

Value	Count	Frequency (%)
23100000	1	< 0.1%
22400000	1	< 0.1%
19500000	1	< 0.1%
17600000	1	< 0.1%
16600000	1	< 0.1%
13800000	1	< 0.1%
13600000	1	< 0.1%
13100000	1	< 0.1%
13000000	2	< 0.1%
11900000	1	< 0.1%

선정여부(REQ_STS)
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5835
선정	2208
미선정	1957

Length

Max length	4
Median length	4
Mean length	3.3627
Min length	2

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>	5835	58.4%
선정	2208	22.1%
미선정	1957	19.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5835	58.4%
선정	2208	22.1%
미선정	1957	19.6%

사업년도(BIZ_YEAR).4
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2017	6122
2016	3794
2018	82
2015	2

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2017
2nd row	2017
3rd row	2017
4th row	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2017	6122	61.2%
2016	3794	37.9%
2018	82	0.8%
2015	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	6122	61.2%
2016	3794	37.9%
2018	82	0.8%
2015	2	< 0.1%

사업번호(BIZ_NO).2
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	10000

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	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

일련번호(SEQ)
Real number (ℝ)

Distinct	224
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.054

Minimum	1
Maximum	242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	15
Q3	34
95-th percentile	85.05
Maximum	242
Range	241
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	32.107802
Coefficient of variation (CV)	1.281544
Kurtosis	9.4935098
Mean	25.054
Median Absolute Deviation (MAD)	13
Skewness	2.6487006
Sum	250540
Variance	1030.911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1592	15.9%
2	694	6.9%
3	500	5.0%
4	347	3.5%
5	252	2.5%
6	200	2.0%
20	179	1.8%
10	178	1.8%
7	175	1.8%
8	171	1.7%
Other values (214)	5712	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1592	15.9%
2	694	6.9%
3	500	5.0%
4	347	3.5%
5	252	2.5%
6	200	2.0%
7	175	1.8%
8	171	1.7%
9	170	1.7%
10	178	1.8%

Value	Count	Frequency (%)
242	1	< 0.1%
241	1	< 0.1%
240	1	< 0.1%
239	1	< 0.1%
238	1	< 0.1%
237	2	< 0.1%
234	1	< 0.1%
233	1	< 0.1%
232	1	< 0.1%
229	1	< 0.1%

대상유형 (K002)(TARGET_TYPE)
Categorical

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

기초-생계급여수급	4104
<NA>	3669
활동지원인력	1168
F	573
장애수당	236
Other values (9)	250

Length

Max length	10
Median length	9
Mean length	6.2275
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	기초-생계급여수급
2nd row	기초-생계급여수급
3rd row	활동지원인력
4th row	기초-생계급여수급
5th row	기초-생계급여수급

Common Values

Value	Count	Frequency (%)
기초-생계급여수급	4104	41.0%
<NA>	3669	36.7%
활동지원인력	1168	11.7%
F	573	5.7%
장애수당	236	2.4%
기초- 주거급여수급	69	0.7%
기초-교육급여수급	66	0.7%
기초-일반수급자	53	0.5%
장애아동수당	29	0.3%
기초-조건부수급자	21	0.2%
Other values (4)	12	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
기초-생계급여수급	4104	40.8%
na	3669	36.4%
활동지원인력	1168	11.6%
f	573	5.7%
장애수당	236	2.3%
기초	69	0.7%
주거급여수급	69	0.7%
기초-교육급여수급	66	0.7%
기초-일반수급자	53	0.5%
장애아동수당	29	0.3%
Other values (5)	33	0.3%

대상유형 (K002) 상세(TARGET_TYPE_SUB)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

우편번호(ZIP_NO)
Real number (ℝ)

Distinct	2006
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35438.911

Minimum	1026
Maximum	636822
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1026
5-th percentile	3596.3
Q1	16409
median	35428
Q3	54048
95-th percentile	61686
Maximum	636822
Range	635796
Interquartile range (IQR)	37639

Descriptive statistics

Standard deviation	30480.78
Coefficient of variation (CV)	0.86009359
Kurtosis	152.53055
Mean	35438.911
Median Absolute Deviation (MAD)	18900
Skewness	9.3627273
Sum	3.5438911 × 10⁸
Variance	9.2907796 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41528	216	2.2%
54570	151	1.5%
35428	143	1.4%
62407	95	0.9%
61682	95	0.9%
16409	81	0.8%
61686	75	0.8%
50805	73	0.7%
36739	72	0.7%
58561	70	0.7%
Other values (1996)	8929	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1026	4	< 0.1%
1044	6	0.1%
1056	1	< 0.1%
1060	3	< 0.1%
1064	2	< 0.1%
1076	1	< 0.1%
1094	2	< 0.1%
1106	1	< 0.1%
1111	17	0.2%
1130	1	< 0.1%

Value	Count	Frequency (%)
636822	7	0.1%
403830	1	< 0.1%
403828	22	0.2%
63324	3	< 0.1%
63222	2	< 0.1%
62443	1	< 0.1%
62434	4	< 0.1%
62407	95	0.9%
62405	33	0.3%
62385	1	< 0.1%

문자서비스수신동의(SMS_FLAG).1
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	6615
False	3385

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	6615	66.1%
False	3385	33.9%

전자우편수신동의(EMAIL_FLAG).1
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	5439
False	4561

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	5439	54.4%
False	4561	45.6%

지원금액(SUPPORT_AMT)
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88830

Minimum	0
Maximum	600000
Zeros	1137
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	100000
median	100000
Q3	100000
95-th percentile	100000
Maximum	600000
Range	600000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	32624.186
Coefficient of variation (CV)	0.36726541
Kurtosis	10.732459
Mean	88830
Median Absolute Deviation (MAD)	0
Skewness	-1.683646
Sum	8.883 × 10⁸
Variance	1.0643375 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
100000	8852	88.5%
0	1137	11.4%
200000	6	0.1%
300000	3	< 0.1%
600000	1	< 0.1%
400000	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1137	11.4%
100000	8852	88.5%
200000	6	0.1%
300000	3	< 0.1%
400000	1	< 0.1%
600000	1	< 0.1%

Value	Count	Frequency (%)
600000	1	< 0.1%
400000	1	< 0.1%
300000	3	< 0.1%
200000	6	0.1%
100000	8852	88.5%
0	1137	11.4%

세대주관계(HOUSE_H_RELATION)
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4675

Minimum	0
Maximum	5
Zeros	8817
Zeros (%)	88.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3035773
Coefficient of variation (CV)	2.7884006
Kurtosis	4.4558527
Mean	0.4675
Median Absolute Deviation (MAD)	0
Skewness	2.5048635
Sum	4675
Variance	1.6993137
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	8817	88.2%
4	886	8.9%
5	178	1.8%
2	56	0.6%
3	33	0.3%
1	30	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8817	88.2%
1	30	0.3%
2	56	0.6%
3	33	0.3%
4	886	8.9%
5	178	1.8%

Value	Count	Frequency (%)
5	178	1.8%
4	886	8.9%
3	33	0.3%
2	56	0.6%
1	30	0.3%
0	8817	88.2%

발급구분(K012)(ISS_GB)
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

신규	10000

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	신규
2nd row	신규
3rd row	신규
4th row	신규
5th row	신규

Common Values

Value	Count	Frequency (%)
신규	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신규	10000	100.0%

대상선정여부 (K006)(TARGET_SEL_YN)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

선정	9691
탈락	289
선정중	20

Length

Max length	3
Median length	2
Mean length	2.002
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	선정
2nd row	선정
3rd row	선정
4th row	선정
5th row	선정

Common Values

Value	Count	Frequency (%)
선정	9691	96.9%
탈락	289	2.9%
선정중	20	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
선정	9691	96.9%
탈락	289	2.9%
선정중	20	0.2%

대상선정일자(TARGET_SEL_DT)
Real number (ℝ)

MISSING

Distinct	25
Distinct (%)	0.3%
Missing	301
Missing (%)	3.0%
Infinite	0
Infinite (%)	0.0%
Mean	20166718

Minimum	20160704
Maximum	20180219
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160704
5-th percentile	20160801
Q1	20160822
median	20170302
Q3	20170307
95-th percentile	20170522
Maximum	20180219
Range	19515
Interquartile range (IQR)	9485

Descriptive statistics

Standard deviation	4703.4672
Coefficient of variation (CV)	0.00023322918
Kurtosis	-1.5422057
Mean	20166718
Median Absolute Deviation (MAD)	5
Skewness	-0.37156637
Sum	1.95597 × 10¹¹
Variance	22122604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
20170307	3124	31.2%
20170302	2006	20.1%
20170522	783	7.8%
20160801	660	6.6%
20160805	602	6.0%
20160902	545	5.5%
20160822	507	5.1%
20160810	409	4.1%
20161015	316	3.2%
20160826	302	3.0%
Other values (15)	445	4.5%
(Missing)	301	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160704	64	0.6%
20160711	55	0.5%
20160725	189	1.9%
20160801	660	6.6%
20160805	602	6.0%
20160810	409	4.1%
20160822	507	5.1%
20160826	302	3.0%
20160902	545	5.5%
20160907	20	0.2%

Value	Count	Frequency (%)
20180219	43	0.4%
20171010	2	< 0.1%
20170522	783	7.8%
20170307	3124	31.2%
20170302	2006	20.1%
20170224	1	< 0.1%
20170210	1	< 0.1%
20170124	2	< 0.1%
20161015	316	3.2%
20161004	12	0.1%

대리여부(AGENT_YN)
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9795
True	205

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9795	98.0%
True	205	2.1%

신분증 사본 제출여부(PRIVACY_SEND_YN)
Boolean

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	3669
Missing (%)	36.7%
Memory size	97.7 KiB

True	4108
False	2223
(Missing)	3669

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	4108	41.1%
False	2223	22.2%
(Missing)	3669	36.7%

신청인구분(신청인,담당자,가족)(REQ_USER_TYPE)
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

신청인	7647
가족	1183
담당자	1170

Length

Max length	3
Median length	3
Mean length	2.8817
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	신청인
2nd row	신청인
3rd row	담당자
4th row	신청인
5th row	신청인

Common Values

Value	Count	Frequency (%)
신청인	7647	76.5%
가족	1183	11.8%
담당자	1170	11.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신청인	7647	76.5%
가족	1183	11.8%
담당자	1170	11.7%

신청인순번(USER_REQ_SEQ)
Real number (ℝ)

Distinct	267
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.4348

Minimum	1
Maximum	355
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	17
Q3	39
95-th percentile	106
Maximum	355
Range	354
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	40.717936
Coefficient of variation (CV)	1.3833264
Kurtosis	12.206221
Mean	29.4348
Median Absolute Deviation (MAD)	16
Skewness	2.9656716
Sum	294348
Variance	1657.9503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2685	26.9%
4	173	1.7%
5	166	1.7%
9	158	1.6%
8	154	1.5%
7	153	1.5%
10	152	1.5%
15	152	1.5%
3	151	1.5%
14	149	1.5%
Other values (257)	5907	59.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2685	26.9%
2	135	1.4%
3	151	1.5%
4	173	1.7%
5	166	1.7%
6	147	1.5%
7	153	1.5%
8	154	1.5%
9	158	1.6%
10	152	1.5%

Value	Count	Frequency (%)
355	1	< 0.1%
354	1	< 0.1%
353	1	< 0.1%
341	1	< 0.1%
340	1	< 0.1%
339	1	< 0.1%
338	1	< 0.1%
336	1	< 0.1%
332	1	< 0.1%
326	1	< 0.1%

가족순번(FAMILY_SEQ)
Real number (ℝ)

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2248

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	3
Maximum	10
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.71799479
Coefficient of variation (CV)	0.5862139
Kurtosis	17.501609
Mean	1.2248
Median Absolute Deviation (MAD)	0
Skewness	3.9019035
Sum	12248
Variance	0.51551651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	8817	88.2%
2	554	5.5%
3	345	3.5%
4	170	1.7%
5	85	0.9%
6	23	0.2%
7	5	0.1%
10	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8817	88.2%
2	554	5.5%
3	345	3.5%
4	170	1.7%
5	85	0.9%
6	23	0.2%
7	5	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
7	5	0.1%
6	23	0.2%
5	85	0.9%
4	170	1.7%
3	345	3.5%
2	554	5.5%
1	8817	88.2%

등록일자(INPUT_DT).3
Date

Distinct	1936
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2016-09-07 11:48:37
Maximum	2018-02-07 15:29:44

Histogram

Histogram with fixed size bins (bins=50)

수정일자(UPDATE_DT).3
Date

MISSING

Distinct	628
Distinct (%)	9.9%
Missing	3669
Missing (%)	36.7%
Memory size	156.2 KiB

Minimum	2016-09-21 17:41:36
Maximum	2018-04-17 16:18:26

Histogram

Histogram with fixed size bins (bins=50)

가족증명서 사본 제출여부(FAMILY_SEND_YN)
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	3669
Missing (%)	36.7%
Memory size	97.7 KiB

False	6254
True	77
(Missing)	3669

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	6254	62.5%
True	77	0.8%
(Missing)	3669	36.7%

위임장 제출 여부(ENTRUST_SEND_YN)
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	3669
Missing (%)	36.7%
Memory size	97.7 KiB

True	6331
(Missing)	3669

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	6331	63.3%
(Missing)	3669	36.7%

내외국인 구분(1:외국인, 2:내국인)(FOREIGN_TYPE)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2	9991
1	9

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	9991	99.9%
1	9	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	9991	99.9%
1	9	0.1%

개인정보수집이용 15조 동의(PRIVATE_USE15_AGREE)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

개인정보수집이용 24조 동의(PRIVATE_USE24_AGREE)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

개인정보 제3자 제공 동의(PRIVATE_OFFER_AGREE)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

행정정보 공동이용 동의(ADMIN_INFO_USE_AGREE)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

세대주 검증 구분(RIGHT_GB)
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	5206
True	4794

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	5206	52.1%
True	4794	47.9%

고객만족도 조사여부(SATISFACTION_YN)
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10000	100.0%

세대주 검증여부(HH_GB)
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	7872
True	2128

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	7872	78.7%
True	2128	21.3%

지불제재여부(PAY_PENALTY_YN)
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	2541
Missing (%)	25.4%
Memory size	97.7 KiB

True	7459
(Missing)	2541

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	7459	74.6%
(Missing)	2541	25.4%

개별 합산여부(BALANCE_SEL_YN)
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

비합산	9968
합산	32

Length

Max length	3
Median length	3
Mean length	2.9968
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	비합산
2nd row	비합산
3rd row	비합산
4th row	비합산
5th row	비합산

Common Values

Value	Count	Frequency (%)
비합산	9968	99.7%
합산	32	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
비합산	9968	99.7%
합산	32	0.3%

이월예산년도(PREV_BIZ_YEAR)
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2017	5081
2016	4565
<NA>	311
2018	43

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2017
2nd row	2017
3rd row	2017
4th row	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2017	5081	50.8%
2016	4565	45.6%
<NA>	311	3.1%
2018	43	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	5081	50.8%
2016	4565	45.6%
na	311	3.1%
2018	43	0.4%

이월금액(PREV_AMT)
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8361.67

Minimum	0
Maximum	100000
Zeros	9160
Zeros (%)	91.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	100000
Maximum	100000
Range	100000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27667.669
Coefficient of variation (CV)	3.3088689
Kurtosis	7.058675
Mean	8361.67
Median Absolute Deviation (MAD)	0
Skewness	3.0091697
Sum	83616700
Variance	7.6549993 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	9160	91.6%
100000	834	8.3%
9000	2	< 0.1%
27200	1	< 0.1%
82500	1	< 0.1%
74000	1	< 0.1%
15000	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9160	91.6%
9000	2	< 0.1%
15000	1	< 0.1%
27200	1	< 0.1%
74000	1	< 0.1%
82500	1	< 0.1%
100000	834	8.3%

Value	Count	Frequency (%)
100000	834	8.3%
82500	1	< 0.1%
74000	1	< 0.1%
27200	1	< 0.1%
15000	1	< 0.1%
9000	2	< 0.1%
0	9160	91.6%

방문신청 시설(VIS_FAC)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9985
15	12
18	3

Length

Max length	4
Median length	4
Mean length	3.997
Min length	2

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>	9985	99.9%
15	12	0.1%
18	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9985	99.9%
15	12	0.1%
18	3	< 0.1%

지역코드(AREA_CD)
Text

Distinct	200
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	14
Median length	8
Mean length	8.1357
Min length	7

Characters and Unicode

Total characters	81357
Distinct characters	129
Distinct categories	4 ?
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 (%)	0.1%

Sample

1st row	광주광역시 동구
2nd row	충청남도 공주시
3rd row	경기도 고양시
4th row	충청남도 천안시
5th row	강원도 원주시

Value	Count	Frequency (%)
서울특별시	1489	7.4%
경기도	1263	6.3%
광주광역시	934	4.7%
전라북도	919	4.6%
경상북도	919	4.6%
대구광역시	720	3.6%
전라남도	628	3.1%
충청북도	555	2.8%
대전광역시	546	2.7%
서구	514	2.6%
Other values (187)	11507	57.6%

Most occurring characters

Value	Count	Frequency (%)
	9994	12.3%
시	8319	10.2%
도	5675	7.0%
구	5287	6.5%
광	4151	5.1%
북	2982	3.7%
역	2889	3.6%
경	2739	3.4%
서	2460	3.0%
남	2315	2.8%
Other values (119)	34546	42.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	71285	87.6%
Space Separator	9994	12.3%
Close Punctuation	39	< 0.1%
Open Punctuation	39	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	8319	11.7%
도	5675	8.0%
구	5287	7.4%
광	4151	5.8%
북	2982	4.2%
역	2889	4.1%
경	2739	3.8%
서	2460	3.5%
남	2315	3.2%
전	2212	3.1%
Other values (116)	32256	45.2%

Space Separator

Value	Count	Frequency (%)
	9994	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	71285	87.6%
Common	10072	12.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	8319	11.7%
도	5675	8.0%
구	5287	7.4%
광	4151	5.8%
북	2982	4.2%
역	2889	4.1%
경	2739	3.8%
서	2460	3.5%
남	2315	3.2%
전	2212	3.1%
Other values (116)	32256	45.2%

Common

Value	Count	Frequency (%)
	9994	99.2%
)	39	0.4%
(	39	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	71285	87.6%
ASCII	10072	12.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9994	99.2%
)	39	0.4%
(	39	0.4%

Hangul

Value	Count	Frequency (%)
시	8319	11.7%
도	5675	8.0%
구	5287	7.4%
광	4151	5.8%
북	2982	4.2%
역	2889	4.1%
경	2739	3.8%
서	2460	3.5%
남	2315	3.2%
전	2212	3.1%
Other values (116)	32256	45.2%

이월여부(PREV_YN)
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

False	9167
True	833

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9167	91.7%
True	833	8.3%

정보발신여부(INFO_FLAG)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

신청이력 순위정보(1~6위)(REQ_HIST_RANK)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

대상유형 순위정보(1~22위)(REQ_TYPE_RANK)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

사용실적률(백분률)(REQ_USE_RATE)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

작년탈락여부(생애첫신청)(LAST_YEAR_DROP_YN)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

카드거래내역 이용 동의(CARD_APVL_AGREE)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

대상유형(기초생활수급자, 생계/의료/주거/교육)(TARGET_TYPE_BASE)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

사업년도(BIZ_YEAR).5
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	0.5%
Missing	8860
Missing (%)	88.6%
Infinite	0
Infinite (%)	0.0%
Mean	2019.6482

Minimum	2016
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2016
5-th percentile	2017
Q1	2019
median	2020
Q3	2021
95-th percentile	2021
Maximum	2021
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4406449
Coefficient of variation (CV)	0.00071331478
Kurtosis	-0.85848028
Mean	2019.6482
Median Absolute Deviation (MAD)	1
Skewness	-0.70207528
Sum	2302399
Variance	2.0754579
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2021	462	4.6%
2020	244	2.4%
2019	162	1.6%
2017	149	1.5%
2018	119	1.2%
2016	4	< 0.1%
(Missing)	8860	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2016	4	< 0.1%
2017	149	1.5%
2018	119	1.2%
2019	162	1.6%
2020	244	2.4%
2021	462	4.6%

Value	Count	Frequency (%)
2021	462	4.6%
2020	244	2.4%
2019	162	1.6%
2018	119	1.2%
2017	149	1.5%
2016	4	< 0.1%

사업번호(BIZ_NO).3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8860
1	1140

Length

Max length	4
Median length	4
Mean length	3.658
Min length	1

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>	8860	88.6%
1	1140	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8860	88.6%
1	1140	11.4%

일련번호(SEQ).1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8860
1	1140

Length

Max length	4
Median length	4
Mean length	3.658
Min length	1

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>	8860	88.6%
1	1140	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8860	88.6%
1	1140	11.4%

대리인관계 (K003)(AGENT_RELATION)
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	8860
부모	665
기타	203
친족	143
청소년보호사,상담사,청소년기관지도사,학교장 등	77
Other values (3)	52

Length

Max length	25
Median length	4
Mean length	3.9587
Min length	2

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>	8860	88.6%
부모	665	6.7%
기타	203	2.0%
친족	143	1.4%
청소년보호사,상담사,청소년기관지도사,학교장 등	77	0.8%
배우자	35	0.4%
장애인 보호자	11	0.1%
후견인	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8860	87.8%
부모	665	6.6%
기타	203	2.0%
친족	143	1.4%
청소년보호사,상담사,청소년기관지도사,학교장	77	0.8%
등	77	0.8%
배우자	35	0.3%
장애인	11	0.1%
보호자	11	0.1%
후견인	6	0.1%

문자서비스수신동의(AGENT_SMS_FLAG)
Boolean

MISSING

Distinct	2
Distinct (%)	0.2%
Missing	8860
Missing (%)	88.6%
Memory size	97.7 KiB

True	812
False	328
(Missing)	8860

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	812	8.1%
False	328	3.3%
(Missing)	8860	88.6%

등록일자(INPUT_DT).4
Date

MISSING

Distinct	1140
Distinct (%)	100.0%
Missing	8860
Missing (%)	88.6%
Memory size	156.2 KiB

Minimum	2016-09-27 11:02:11
Maximum	2021-02-15 15:12:08

Histogram

Histogram with fixed size bins (bins=50)

수정일자(UPDATE_DT).4
Date

MISSING

Distinct	1140
Distinct (%)	100.0%
Missing	8860
Missing (%)	88.6%
Memory size	156.2 KiB

Minimum	2016-09-27 11:02:11
Maximum	2021-02-15 15:12:08

Histogram

Histogram with fixed size bins (bins=50)

First rows
Last rows

	사업년도(BIZ_YEAR)	사업회차(BIZ_NO)	제공자시설 고유코드(USE_FACILITY_CD)	기초수급자수(BASE_RCPT_CNT)	장애수급자수(DSBT_RCPT_CNT)	차상위수(UN_RCPT_CNT)	담당자수(CHARGER_RCPT_CNT)	남성수(MALE_CNT)	여성수(FEMALE_CNT)	성인수(ADULT_CNT)	미성년자수(MINOR_CNT)	총인원(TOTAL_CNT)	숙박구분 (K010)(STAY_FLAG)	1순위시작일(FIRST_START_DT)	1순위종료일(FIRST_END_DT)	2순위시작일(SECOND_START_DT)	2순위종료일(SECOND_END_DT)	3순위시작일(THIRD_START_DT)	3순위종료일(THIRD_END_DT)	위약금지불동의서(PENALTY_AGREE)	사진활용동의서(PHOTO_AGREE)	등록일자(INPUT_DT)	수정일자(UPDATE_DT)	거동제한자(WEAK_CNT)	장애인연금수급자(DISB_PENS_CNT)	사업년도(BIZ_YEAR).1	사업번호(BIZ_NO)	신청일자(REQ_DT)	신청상태 (K005)(REQ_STS)	기관개인구분 (K004)(ORG_PER_GB)	개인정보수집동의(AGREE_CHECK_1)	처리아이디(APRV_ID)	처리일자(APRV_DT)	개인식별번호수집동의(AGREE_CHECK_2)	제3자정보제공동의(AGREE_CHECK_3)	등록일자(INPUT_DT).1	수정일자(UPDATE_DT).1	합산여부(BALANCE_YN)	사용실적률, 신청서 내 가장 비율이 높은 실적률을 취해 반영(REQ_USE_RATE_M)	신청이력비율, 신청서 내 가장 많은 이력순위의 비율(REQ_HIST_RATE)	대상유형비율, 신청서 내 가장 많은 대상유형의 비율(REQ_TYPE_RATE)	신청서 내 생애첫신청의 작년탈락자 다수여부(LAST_YEAR_DROP_YN)	합산자 수신동의(BALANCE_SMS_FLAG)	등록사이트구분 (KFWI:산림복지, G24:정부24) 2020.10.23(SITE_ORIGIN)	타사이트추적PK 2020.10.23(SITE_TRACENO)	문자서비스수신동의(SMS_FLAG)	전자우편수신동의(EMAIL_FLAG)	등록일자(INPUT_DT).2	수정일자(UPDATE_DT).2	사업년도(BIZ_YEAR).2	사업번호(BIZ_NO).1	사업년도(BIZ_YEAR).3	사업회차(BIZ_NO).1	신청일자(REQ_DT).1	개인/시설 구분(ORG_PER_GB)	승인일자(APRV_DT)	주소지역(ADDR)	신청서인원(TOTAL_CNT)	신청인원(REQ_CNT)	초기인원(PRE_CNT)	총지원금(TOTAL_AMT)	선정여부(REQ_STS)	사업년도(BIZ_YEAR).4	사업번호(BIZ_NO).2	일련번호(SEQ)	대상유형 (K002)(TARGET_TYPE)	대상유형 (K002) 상세(TARGET_TYPE_SUB)	우편번호(ZIP_NO)	문자서비스수신동의(SMS_FLAG).1	전자우편수신동의(EMAIL_FLAG).1	지원금액(SUPPORT_AMT)	세대주관계(HOUSE_H_RELATION)	발급구분(K012)(ISS_GB)	대상선정여부 (K006)(TARGET_SEL_YN)	대상선정일자(TARGET_SEL_DT)	대리여부(AGENT_YN)	신분증 사본 제출여부(PRIVACY_SEND_YN)	신청인구분(신청인,담당자,가족)(REQ_USER_TYPE)	신청인순번(USER_REQ_SEQ)	가족순번(FAMILY_SEQ)	등록일자(INPUT_DT).3	수정일자(UPDATE_DT).3	가족증명서 사본 제출여부(FAMILY_SEND_YN)	위임장 제출 여부(ENTRUST_SEND_YN)	내외국인 구분(1:외국인, 2:내국인)(FOREIGN_TYPE)	개인정보수집이용 15조 동의(PRIVATE_USE15_AGREE)	개인정보수집이용 24조 동의(PRIVATE_USE24_AGREE)	개인정보 제3자 제공 동의(PRIVATE_OFFER_AGREE)	행정정보 공동이용 동의(ADMIN_INFO_USE_AGREE)	세대주 검증 구분(RIGHT_GB)	고객만족도 조사여부(SATISFACTION_YN)	세대주 검증여부(HH_GB)	지불제재여부(PAY_PENALTY_YN)	개별 합산여부(BALANCE_SEL_YN)	이월예산년도(PREV_BIZ_YEAR)	이월금액(PREV_AMT)	방문신청 시설(VIS_FAC)	지역코드(AREA_CD)	이월여부(PREV_YN)	정보발신여부(INFO_FLAG)	신청이력 순위정보(1~6위)(REQ_HIST_RANK)	대상유형 순위정보(1~22위)(REQ_TYPE_RANK)	사용실적률(백분률)(REQ_USE_RATE)	작년탈락여부(생애첫신청)(LAST_YEAR_DROP_YN)	카드거래내역 이용 동의(CARD_APVL_AGREE)	대상유형(기초생활수급자, 생계/의료/주거/교육)(TARGET_TYPE_BASE)	사업년도(BIZ_YEAR).5	사업번호(BIZ_NO).3	일련번호(SEQ).1	대리인관계 (K003)(AGENT_RELATION)	문자서비스수신동의(AGENT_SMS_FLAG)	등록일자(INPUT_DT).4	수정일자(UPDATE_DT).4
22119	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200204	발급선정	개인	Y	RD_finecpn17	20200306	Y	Y	2020-02-04 14:11:24.0	2020-03-09 17:33:14.0	N	0	100	100	N	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	55	기초-생계급여수급	<NA>	61461	Y	Y	100000	0	신규	선정	20170307	N	Y	신청인	57	1	2017-03-03 17:51:12.0	2017-03-07 18:07:28.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	광주광역시 동구	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
17590	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190130	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-25 18:29:06.0	2019-01-30 11:20:02.0	Y	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	46	기초-생계급여수급	<NA>	32623	N	Y	100000	0	신규	선정	20170307	N	Y	신청인	46	1	2017-03-03 17:28:08.0	2017-03-07 18:08:59.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	충청남도 공주시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
23802	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200203	발급선정	개인	Y	RD_finecpn17	20200306	Y	Y	2020-02-03 20:39:55.0	2020-03-09 17:33:14.0	Y	0	100	100	N	Y	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	120	활동지원인력	<NA>	10245	Y	Y	100000	0	신규	선정	20170307	N	Y	담당자	121	1	2017-02-27 17:37:57.0	2017-03-07 18:14:06.0	N	Y	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2017	0	<NA>	경기도 고양시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
21216	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200204	발급선정	개인	Y	RD_finecpn17	20200306	Y	Y	2020-02-04 01:56:57.0	2020-03-09 17:33:14.0	N	0	100	100	N	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	20	기초-생계급여수급	<NA>	31033	Y	N	100000	0	신규	선정	20170522	N	Y	신청인	22	1	2017-05-17 11:35:35.0	2017-05-22 13:13:40.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	충청남도 천안시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
17349	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190313	이월등록	시설	Y	admin05	20190313	Y	Y	2019-03-13 20:11:10.0	2019-03-13 20:21:50.0	N	0	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	13	기초-생계급여수급	<NA>	26455	Y	Y	100000	0	신규	선정	20170522	N	Y	신청인	13	1	2017-05-16 11:43:31.0	2017-05-22 13:14:30.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	강원도 원주시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
22038	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200205	발급선정	개인	Y	RD_finecpn17	20200306	Y	Y	2020-02-05 11:37:30.0	2020-03-09 17:33:14.0	N	0	100	100	Y	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	16	기초-생계급여수급	<NA>	29135	N	Y	100000	0	신규	선정	20170307	N	Y	신청인	21	1	2017-03-03 18:17:21.0	2017-03-07 18:09:39.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	충청북도 영동군	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9535	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20181226	발급선정	개인	Y	admin01	20190305	Y	Y	2018-12-25 13:13:20.0	2019-03-05 15:26:38.0	N	100	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190123	개인	<NA>	서울특별시	1	1	0	100000	선정	2016	1	51	<NA>	<NA>	54535	N	N	100000	0	신규	선정	20160704	N	<NA>	신청인	51	1	2016-11-08 16:24:40.0	<NA>	<NA>	<NA>	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2016	0	<NA>	전라북도 익산시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
10849	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018	1	20180105	발급선정	시설	Y	admin02	20180131	Y	Y	2018-01-04 16:16:54.0	2018-02-13 10:18:19.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	93	활동지원인력	<NA>	61682	Y	N	0	0	신규	선정	20170307	N	Y	담당자	113	1	2017-03-06 17:47:42.0	2017-03-07 18:11:40.0	N	Y	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2016	100000	<NA>	광주광역시 남구	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
19400	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190130	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-29 22:18:47.0	2019-01-30 22:48:17.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	2	F	<NA>	3303	Y	Y	100000	2	신규	선정	20170302	N	N	가족	1	2	2017-02-25 18:16:08.0	2017-03-02 16:46:59.0	N	Y	2	Y	Y	Y	Y	Y	Y	Y	<NA>	비합산	2017	0	<NA>	서울특별시 은평구	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
21189	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200204	미선정	개인	Y	hsyoung96	20200221	Y	Y	2020-02-04 20:48:05.0	2020-02-21 10:11:17.0	N	100	100	100	N	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	1	기초-생계급여수급	<NA>	12549	Y	N	100000	0	신규	선정	20170302	N	N	신청인	1	1	2017-02-24 17:26:50.0	2017-03-02 16:46:56.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	<NA>	비합산	2017	0	<NA>	경기도 양평군	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	사업년도(BIZ_YEAR)	사업회차(BIZ_NO)	제공자시설 고유코드(USE_FACILITY_CD)	기초수급자수(BASE_RCPT_CNT)	장애수급자수(DSBT_RCPT_CNT)	차상위수(UN_RCPT_CNT)	담당자수(CHARGER_RCPT_CNT)	남성수(MALE_CNT)	여성수(FEMALE_CNT)	성인수(ADULT_CNT)	미성년자수(MINOR_CNT)	총인원(TOTAL_CNT)	숙박구분 (K010)(STAY_FLAG)	1순위시작일(FIRST_START_DT)	1순위종료일(FIRST_END_DT)	2순위시작일(SECOND_START_DT)	2순위종료일(SECOND_END_DT)	3순위시작일(THIRD_START_DT)	3순위종료일(THIRD_END_DT)	위약금지불동의서(PENALTY_AGREE)	사진활용동의서(PHOTO_AGREE)	등록일자(INPUT_DT)	수정일자(UPDATE_DT)	거동제한자(WEAK_CNT)	장애인연금수급자(DISB_PENS_CNT)	사업년도(BIZ_YEAR).1	사업번호(BIZ_NO)	신청일자(REQ_DT)	신청상태 (K005)(REQ_STS)	기관개인구분 (K004)(ORG_PER_GB)	개인정보수집동의(AGREE_CHECK_1)	처리아이디(APRV_ID)	처리일자(APRV_DT)	개인식별번호수집동의(AGREE_CHECK_2)	제3자정보제공동의(AGREE_CHECK_3)	등록일자(INPUT_DT).1	수정일자(UPDATE_DT).1	합산여부(BALANCE_YN)	사용실적률, 신청서 내 가장 비율이 높은 실적률을 취해 반영(REQ_USE_RATE_M)	신청이력비율, 신청서 내 가장 많은 이력순위의 비율(REQ_HIST_RATE)	대상유형비율, 신청서 내 가장 많은 대상유형의 비율(REQ_TYPE_RATE)	신청서 내 생애첫신청의 작년탈락자 다수여부(LAST_YEAR_DROP_YN)	합산자 수신동의(BALANCE_SMS_FLAG)	등록사이트구분 (KFWI:산림복지, G24:정부24) 2020.10.23(SITE_ORIGIN)	타사이트추적PK 2020.10.23(SITE_TRACENO)	문자서비스수신동의(SMS_FLAG)	전자우편수신동의(EMAIL_FLAG)	등록일자(INPUT_DT).2	수정일자(UPDATE_DT).2	사업년도(BIZ_YEAR).2	사업번호(BIZ_NO).1	사업년도(BIZ_YEAR).3	사업회차(BIZ_NO).1	신청일자(REQ_DT).1	개인/시설 구분(ORG_PER_GB)	승인일자(APRV_DT)	주소지역(ADDR)	신청서인원(TOTAL_CNT)	신청인원(REQ_CNT)	초기인원(PRE_CNT)	총지원금(TOTAL_AMT)	선정여부(REQ_STS)	사업년도(BIZ_YEAR).4	사업번호(BIZ_NO).2	일련번호(SEQ)	대상유형 (K002)(TARGET_TYPE)	대상유형 (K002) 상세(TARGET_TYPE_SUB)	우편번호(ZIP_NO)	문자서비스수신동의(SMS_FLAG).1	전자우편수신동의(EMAIL_FLAG).1	지원금액(SUPPORT_AMT)	세대주관계(HOUSE_H_RELATION)	발급구분(K012)(ISS_GB)	대상선정여부 (K006)(TARGET_SEL_YN)	대상선정일자(TARGET_SEL_DT)	대리여부(AGENT_YN)	신분증 사본 제출여부(PRIVACY_SEND_YN)	신청인구분(신청인,담당자,가족)(REQ_USER_TYPE)	신청인순번(USER_REQ_SEQ)	가족순번(FAMILY_SEQ)	등록일자(INPUT_DT).3	수정일자(UPDATE_DT).3	가족증명서 사본 제출여부(FAMILY_SEND_YN)	위임장 제출 여부(ENTRUST_SEND_YN)	내외국인 구분(1:외국인, 2:내국인)(FOREIGN_TYPE)	개인정보수집이용 15조 동의(PRIVATE_USE15_AGREE)	개인정보수집이용 24조 동의(PRIVATE_USE24_AGREE)	개인정보 제3자 제공 동의(PRIVATE_OFFER_AGREE)	행정정보 공동이용 동의(ADMIN_INFO_USE_AGREE)	세대주 검증 구분(RIGHT_GB)	고객만족도 조사여부(SATISFACTION_YN)	세대주 검증여부(HH_GB)	지불제재여부(PAY_PENALTY_YN)	개별 합산여부(BALANCE_SEL_YN)	이월예산년도(PREV_BIZ_YEAR)	이월금액(PREV_AMT)	방문신청 시설(VIS_FAC)	지역코드(AREA_CD)	이월여부(PREV_YN)	정보발신여부(INFO_FLAG)	신청이력 순위정보(1~6위)(REQ_HIST_RANK)	대상유형 순위정보(1~22위)(REQ_TYPE_RANK)	사용실적률(백분률)(REQ_USE_RATE)	작년탈락여부(생애첫신청)(LAST_YEAR_DROP_YN)	카드거래내역 이용 동의(CARD_APVL_AGREE)	대상유형(기초생활수급자, 생계/의료/주거/교육)(TARGET_TYPE_BASE)	사업년도(BIZ_YEAR).5	사업번호(BIZ_NO).3	일련번호(SEQ).1	대리인관계 (K003)(AGENT_RELATION)	문자서비스수신동의(AGENT_SMS_FLAG)	등록일자(INPUT_DT).4	수정일자(UPDATE_DT).4
15190	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190129	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-25 14:45:29.0	2019-01-29 17:21:09.0	Y	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	3	활동지원인력	<NA>	62207	Y	Y	0	0	신규	선정	20170307	N	Y	담당자	3	1	2017-02-17 14:45:34.0	2017-03-07 18:12:31.0	N	Y	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2016	100000	<NA>	광주광역시 광산구	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
21732	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200205	미선정	개인	Y	thdus5701	20200222	Y	Y	2020-02-05 11:35:07.0	2020-02-22 12:34:41.0	N	77	100	100	N	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	37	활동지원인력	<NA>	57128	Y	Y	0	0	신규	선정	20170307	N	Y	담당자	39	1	2017-02-23 15:01:02.0	2017-03-07 18:09:16.0	N	Y	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2016	100000	<NA>	전라남도 함평군	Y	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
15859	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190107	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-07 10:20:09.0	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	49	기초-생계급여수급	<NA>	59025	Y	N	100000	0	신규	선정	20170307	N	Y	신청인	50	1	2017-02-02 18:23:37.0	2017-03-07 18:10:46.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	전라남도 해남군	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
19396	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190131	발급선정	개인	Y	admin01	20190305	Y	Y	2019-01-28 21:13:43.0	2019-03-05 15:16:58.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	1	기초-생계급여수급	<NA>	24904	Y	N	100000	0	신규	선정	20170302	N	N	신청인	1	1	2017-02-27 14:55:39.0	2017-03-02 16:46:42.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	<NA>	비합산	2017	0	<NA>	강원도 속초시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
11160	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2018	1	20180131	발급선정	개인	Y	admin02	20180131	Y	Y	2018-01-30 10:57:51.0	2018-02-13 10:18:19.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	1	기초-생계급여수급	<NA>	37630	Y	N	100000	0	신규	선정	20170302	N	N	신청인	1	1	2017-01-25 10:19:04.0	2017-03-02 16:51:41.0	N	Y	2	Y	Y	Y	Y	Y	Y	Y	<NA>	비합산	2017	0	<NA>	경상북도 포항시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
19713	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190128	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-27 23:31:40.0	2019-01-28 13:49:38.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	13	기초-생계급여수급	<NA>	7519	Y	N	100000	0	신규	선정	20170307	N	Y	신청인	13	1	2017-02-28 11:10:50.0	2017-03-07 18:08:38.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	서울특별시 강서구	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
12994	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190109	접수완료	개인	Y	<NA>	<NA>	Y	Y	2019-01-08 17:38:55.0	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	3	F	<NA>	42956	N	Y	100000	4	신규	선정	20170302	N	N	가족	1	3	2017-01-24 20:51:41.0	2017-03-02 16:51:39.0	N	Y	2	Y	Y	Y	Y	Y	Y	Y	<NA>	비합산	2017	0	<NA>	대구광역시 달성군	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
15048	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2019	1	20190115	접수완료	개인	Y	admin05	20190313	Y	Y	2019-01-15 11:49:29.0	2019-03-13 19:37:30.0	N	0	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	72	기초-생계급여수급	<NA>	36739	Y	Y	100000	0	신규	선정	20170307	N	Y	신청인	180	1	2017-02-08 10:18:32.0	2017-03-07 18:10:06.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	경상북도 안동시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
2558	2020	1	67	0	3	0	13	19	8	27	0	27	당일	20200508	20200508	20200605	20200605	20200904	20200904	Y	Y	2020-02-25 11:10:27.0	2020-02-25 18:38:32.0	0	11	2017	1	20170207	발급선정	개인	Y	lim1001	20170302	Y	Y	2017-02-07 17:17:32.0	2017-03-02 16:49:52.0	N	<NA>	<NA>	<NA>	<NA>	<NA>	KFWI	<NA>	Y	Y	2020-02-26 00:40:58.0	2020-02-26 10:49:10.0	2020	1	2019	1	20181220	개인	<NA>	충청남도	2	2	0	200000	미선정	2016	1	24	<NA>	<NA>	7930	Y	N	100000	0	신규	선정	20160810	N	<NA>	신청인	24	1	2016-11-08 16:24:38.0	<NA>	<NA>	<NA>	2	Y	Y	Y	Y	N	Y	N	Y	비합산	2016	0	<NA>	서울특별시 양천구	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021	1	1	부모	Y	2021-02-03 20:46:01.0	2021-02-08 10:40:31.0
22980	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020	1	20200203	발급선정	시설	Y	RD_finecpn17	20200306	Y	Y	2020-02-03 12:15:55.0	2020-03-09 17:33:14.0	Y	95	96	77	N	N	KFWI	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2017	1	14	기초-생계급여수급	<NA>	16409	Y	N	100000	0	신규	선정	20170307	N	Y	신청인	14	1	2017-02-28 16:23:57.0	2017-03-07 18:10:23.0	N	Y	2	Y	Y	Y	Y	Y	Y	N	Y	비합산	2017	0	<NA>	경기도 수원시	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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