gimi9 Pandas Profiling

Dataset statistics

Number of variables	66
Number of observations	10000
Missing cells	159652
Missing cells (%)	24.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 MiB
Average record size in memory	580.0 B

Variable types

Categorical	23
Numeric	21
Text	12
Boolean	4
Unsupported	6

Dataset

Description	산림복지서비스이용권시스템에서 추출한 이용상세정보입니다.
Author	한국산림복지진흥원
URL	https://www.data.go.kr/data/15088996/fileData.do

Alerts

`사업번호(BIZ_NO)` has constant value ""	Constant
`정지사유(STOP_RSN)` has constant value ""	Constant
`사용여부(USE_YN)` has constant value ""	Constant
`등록일자(INPUT_DT).2` has constant value ""	Constant
`수정일자(UPDATE_DT).2` has constant value ""	Constant
`정산여부(CALC_YN)` has constant value ""	Constant
`응답메세지(RESP_RSN).1` has constant value ""	Constant
`문자수신여부(SMS_REC_FLAG)` has constant value ""	Constant
`응답메세지(RESP_RSN)` is highly imbalanced (98.7%)	Imbalance
`정지일자(STOP_DT)` is highly imbalanced (99.9%)	Imbalance
`카드상태(K014)(CARD_STS)` is highly imbalanced (72.2%)	Imbalance
`등기번호_수신상태(REG_STS)` is highly imbalanced (88.1%)	Imbalance
`이월금액(LIMIT_PREV_AMT)` is highly imbalanced (78.8%)	Imbalance
`취소여부(CANCEL_YN)` is highly imbalanced (71.1%)	Imbalance
`요청일(REQ_DT)` is highly imbalanced (99.7%)	Imbalance
`정지일(STOP_DT)` is highly imbalanced (99.7%)	Imbalance
`정지시각(STOP_TM)` is highly imbalanced (99.7%)	Imbalance
`사용정지코드(1:정지,2:정지해제)(USE_STOP_CD)` is highly imbalanced (99.7%)	Imbalance
`응답코드(RESP_CD)` is highly imbalanced (99.9%)	Imbalance
`송수신작업상태(K013)(PRC_STATE)` is highly imbalanced (99.7%)	Imbalance
`송신일시(SEND_DT)` is highly imbalanced (99.5%)	Imbalance
`수신일시(RCV_DT)` is highly imbalanced (99.9%)	Imbalance
`정지사유(STOP_RSN)` has 9999 (> 99.9%) missing values	Missing
`수정일자(UPDATE_DT).1` has 8969 (89.7%) missing values	Missing
`정산일자(CALC_DT)` has 10000 (100.0%) missing values	Missing
`수정일자(UPDATE_DT).3` has 2695 (27.0%) missing values	Missing
`원거래승인일자(ORG_APVL_DT)` has 9502 (95.0%) missing values	Missing
`원거래승인시각(ORG_APVL_TM)` has 9502 (95.0%) missing values	Missing
`원거래승인번호(ORG_APVL_NO)` has 9502 (95.0%) missing values	Missing
`수정일자(UPDATE_DT).4` has 9493 (94.9%) missing values	Missing
`원거래매입접수번호(ORG_BUY_NO)` has 10000 (100.0%) missing values	Missing
`전체결제금액(TOT_APVL_AMT)` has 10000 (100.0%) missing values	Missing
`포인트잔액(BALANCE)` has 10000 (100.0%) missing values	Missing
`원가맹점번호(ORIGIN_STORE_NO)` has 10000 (100.0%) missing values	Missing
`원가맹점명(ORIGIN_STORE_NM)` has 10000 (100.0%) missing values	Missing
`응답메세지(RESP_RSN).1` has 9999 (> 99.9%) missing values	Missing
`등록일자(INPUT_DT).5` has 9996 (> 99.9%) missing values	Missing
`수정일자(UPDATE_DT).5` has 9996 (> 99.9%) missing values	Missing
`문자수신여부(SMS_REC_FLAG)` has 9999 (> 99.9%) missing values	Missing
`한도금액(LIMIT_AMT)` is highly skewed (γ1 = 22.33253046)	Skewed
`이력순번(HIS_SEQ)` has unique values	Unique
`정산일자(CALC_DT)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`원거래매입접수번호(ORG_BUY_NO)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`전체결제금액(TOT_APVL_AMT)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`포인트잔액(BALANCE)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`원가맹점번호(ORIGIN_STORE_NO)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`원가맹점명(ORIGIN_STORE_NM)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`정산결제건수(CALC_CNT)` has 112 (1.1%) zeros	Zeros
`포인트사용금액(CALC_AMT)` has 112 (1.1%) zeros	Zeros
`정산취소건수(CALC_CANCEL_CNT)` has 9592 (95.9%) zeros	Zeros
`포인트취소금액(CALC_CANCEL_AMT)` has 9592 (95.9%) zeros	Zeros
`사용금액(USE_AMT)` has 2651 (26.5%) zeros	Zeros
`잔액(BALANCE)` has 6350 (63.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 23:03:05.643477
Analysis finished	2023-12-11 23:03:07.541714
Duration	1.9 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

사업년도(BIZ_YEAR)
Categorical

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

2017	5254
2018	4746

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	2018
3rd row	2017
4th row	2018
5th row	2018

Common Values

Value	Count	Frequency (%)
2017	5254	52.5%
2018	4746	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	5254	52.5%
2018	4746	47.5%

사업번호(BIZ_NO)
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	248
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.097

Minimum	1
Maximum	323
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	19
Q3	40
95-th percentile	101
Maximum	323
Range	322
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	37.010636
Coefficient of variation (CV)	1.2297118
Kurtosis	10.240254
Mean	30.097
Median Absolute Deviation (MAD)	16
Skewness	2.6740333
Sum	300970
Variance	1369.7872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1330	13.3%
2	539	5.4%
3	377	3.8%
4	270	2.7%
5	210	2.1%
7	186	1.9%
6	184	1.8%
18	180	1.8%
13	174	1.7%
17	172	1.7%
Other values (238)	6378	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1330	13.3%
2	539	5.4%
3	377	3.8%
4	270	2.7%
5	210	2.1%
6	184	1.8%
7	186	1.9%
8	165	1.7%
9	166	1.7%
10	169	1.7%

Value	Count	Frequency (%)
323	1	< 0.1%
313	1	< 0.1%
311	1	< 0.1%
304	1	< 0.1%
298	1	< 0.1%
297	1	< 0.1%
290	1	< 0.1%
288	1	< 0.1%
287	1	< 0.1%
284	1	< 0.1%

발급일자(ISSUE_DT)
Real number (ℝ)

Distinct	35
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20175038

Minimum	20170302
Maximum	20180228
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170302
5-th percentile	20170302
Q1	20170307
median	20170522
Q3	20180228
95-th percentile	20180228
Maximum	20180228
Range	9926
Interquartile range (IQR)	9921

Descriptive statistics

Standard deviation	4929.8318
Coefficient of variation (CV)	0.00024435304
Kurtosis	-1.9894814
Mean	20175038
Median Absolute Deviation (MAD)	220
Skewness	0.10123194
Sum	2.0175038 × 10¹¹
Variance	24303242
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
20180228	2789	27.9%
20170307	2420	24.2%
20170302	1336	13.4%
20180220	988	9.9%
20180219	969	9.7%
20170522	756	7.6%
20170405	705	7.0%
20171016	3	< 0.1%
20170906	2	< 0.1%
20170706	2	< 0.1%
Other values (25)	30	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170302	1336	13.4%
20170307	2420	24.2%
20170315	2	< 0.1%
20170317	1	< 0.1%
20170324	1	< 0.1%
20170405	705	7.0%
20170522	756	7.6%
20170613	1	< 0.1%
20170614	1	< 0.1%
20170621	1	< 0.1%

Value	Count	Frequency (%)
20180228	2789	27.9%
20180220	988	9.9%
20180219	969	9.7%
20171122	1	< 0.1%
20171120	2	< 0.1%
20171115	1	< 0.1%
20171106	2	< 0.1%
20171102	1	< 0.1%
20171030	2	< 0.1%
20171020	1	< 0.1%

발급회차(ISSUE_SEQ)
Categorical

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

2	5254
3	4746

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	3
3rd row	2
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
2	5254	52.5%
3	4746	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	5254	52.5%
3	4746	47.5%

사용시작일(USE_START_DT)
Categorical

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

20170101	5254
20180219	4746

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20170101
2nd row	20180219
3rd row	20170101
4th row	20180219
5th row	20180219

Common Values

Value	Count	Frequency (%)
20170101	5254	52.5%
20180219	4746	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20170101	5254	52.5%
20180219	4746	47.5%

사용종료일(USE_END_DT)
Categorical

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

20171231	5254
20181231	4746

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20171231
2nd row	20181231
3rd row	20171231
4th row	20181231
5th row	20181231

Common Values

Value	Count	Frequency (%)
20171231	5254	52.5%
20181231	4746	47.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20171231	5254	52.5%
20181231	4746	47.5%

송신일자(SEND_DT)
Real number (ℝ)

Distinct	47
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20175061

Minimum	20170303
Maximum	20180308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170303
5-th percentile	20170308
Q1	20170310
median	20170524
Q3	20180302
95-th percentile	20180302
Maximum	20180308
Range	10005
Interquartile range (IQR)	9992

Descriptive statistics

Standard deviation	4950.6948
Coefficient of variation (CV)	0.00024538685
Kurtosis	-1.9893544
Mean	20175061
Median Absolute Deviation (MAD)	221
Skewness	0.10133928
Sum	2.0175061 × 10¹¹
Variance	24509379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
20180302	2392	23.9%
20170308	1006	10.1%
20180220	959	9.6%
20180221	940	9.4%
20170309	846	8.5%
20170310	844	8.4%
20170524	755	7.5%
20170406	705	7.0%
20170313	695	7.0%
20180305	439	4.4%
Other values (37)	419	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170303	252	2.5%
20170306	76	0.8%
20170308	1006	10.1%
20170309	846	8.5%
20170310	844	8.4%
20170313	695	7.0%
20170315	31	0.3%
20170316	8	0.1%
20170320	1	< 0.1%
20170327	1	< 0.1%

Value	Count	Frequency (%)
20180308	2	< 0.1%
20180307	2	< 0.1%
20180306	1	< 0.1%
20180305	439	4.4%
20180302	2392	23.9%
20180227	1	< 0.1%
20180223	3	< 0.1%
20180222	7	0.1%
20180221	940	9.4%
20180220	959	9.6%

수신일자(RCV_DT)
Real number (ℝ)

Distinct	47
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20175061

Minimum	20170303
Maximum	20180308
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20170303
5-th percentile	20170308
Q1	20170310
median	20170524
Q3	20180302
95-th percentile	20180302
Maximum	20180308
Range	10005
Interquartile range (IQR)	9992

Descriptive statistics

Standard deviation	4950.6948
Coefficient of variation (CV)	0.00024538685
Kurtosis	-1.9893544
Mean	20175061
Median Absolute Deviation (MAD)	221
Skewness	0.10133928
Sum	2.0175061 × 10¹¹
Variance	24509379
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
20180302	2392	23.9%
20170308	1006	10.1%
20180220	959	9.6%
20180221	940	9.4%
20170309	846	8.5%
20170310	844	8.4%
20170524	755	7.5%
20170406	705	7.0%
20170313	695	7.0%
20180305	439	4.4%
Other values (37)	419	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20170303	252	2.5%
20170306	76	0.8%
20170308	1006	10.1%
20170309	846	8.5%
20170310	844	8.4%
20170313	695	7.0%
20170315	31	0.3%
20170316	8	0.1%
20170320	1	< 0.1%
20170327	1	< 0.1%

Value	Count	Frequency (%)
20180308	2	< 0.1%
20180307	2	< 0.1%
20180306	1	< 0.1%
20180305	439	4.4%
20180302	2392	23.9%
20180227	1	< 0.1%
20180223	3	< 0.1%
20180222	7	0.1%
20180221	940	9.4%
20180220	959	9.6%

응답메세지(RESP_RSN)
Categorical

IMBALANCE

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

정상처리	9988
재발급처리가능여부체크 모듈 =[EGC0082],[분실사고등록이 되지 않은 카드입니다. 9531에서 분실사고등록 후 거래하세요.]	12

Length

Max length	71
Median length	4
Mean length	4.0804
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
정상처리	9988	99.9%
재발급처리가능여부체크 모듈 =[EGC0082],[분실사고등록이 되지 않은 카드입니다. 9531에서 분실사고등록 후 거래하세요.]	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정상처리	9988	98.8%
재발급처리가능여부체크	12	0.1%
모듈	12	0.1%
egc0082],[분실사고등록이	12	0.1%
되지	12	0.1%
않은	12	0.1%
카드입니다	12	0.1%
9531에서	12	0.1%
분실사고등록	12	0.1%
후	12	0.1%

등록일자(INPUT_DT)
Text

Distinct	488
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42 ?
Unique (%)	0.4%

Sample

1st row	52:56.0
2nd row	20:39.0
3rd row	14:32.0
4th row	20:39.0
5th row	37:22.0

Value	Count	Frequency (%)
20:39.0	2237	22.4%
56:03.0	988	9.9%
58:05.0	969	9.7%
39:00.0	705	7.0%
37:22.0	552	5.5%
14:14.0	66	0.7%
10:06.0	58	0.6%
08:21.0	46	0.5%
14:06.0	44	0.4%
11:59.0	41	0.4%
Other values (478)	4294	42.9%

Most occurring characters

Value	Count	Frequency (%)
0	18442	26.3%
:	10000	14.3%
.	10000	14.3%
3	6346	9.1%
2	5010	7.2%
5	4794	6.8%
1	4002	5.7%
9	3852	5.5%
4	2455	3.5%
8	1824	2.6%
Other values (2)	3275	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50000	71.4%
Other Punctuation	20000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18442	36.9%
3	6346	12.7%
2	5010	10.0%
5	4794	9.6%
1	4002	8.0%
9	3852	7.7%
4	2455	4.9%
8	1824	3.6%
7	1660	3.3%
6	1615	3.2%

Other Punctuation

Value	Count	Frequency (%)
:	10000	50.0%
.	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18442	26.3%
:	10000	14.3%
.	10000	14.3%
3	6346	9.1%
2	5010	7.2%
5	4794	6.8%
1	4002	5.7%
9	3852	5.5%
4	2455	3.5%
8	1824	2.6%
Other values (2)	3275	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18442	26.3%
:	10000	14.3%
.	10000	14.3%
3	6346	9.1%
2	5010	7.2%
5	4794	6.8%
1	4002	5.7%
9	3852	5.5%
4	2455	3.5%
8	1824	2.6%
Other values (2)	3275	4.7%

수정일자(UPDATE_DT)
Text

Distinct	290
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	0.1%

Sample

1st row	00:17.0
2nd row	27:21.0
3rd row	59:48.0
4th row	26:40.0
5th row	24:53.0

Value	Count	Frequency (%)
00:32.0	116	1.2%
00:37.0	112	1.1%
00:35.0	110	1.1%
00:33.0	109	1.1%
00:40.0	108	1.1%
00:29.0	101	1.0%
00:36.0	101	1.0%
00:34.0	101	1.0%
00:39.0	99	1.0%
00:38.0	98	1.0%
Other values (280)	8945	89.5%

Most occurring characters

Value	Count	Frequency (%)
0	20771	29.7%
:	10000	14.3%
.	10000	14.3%
2	5183	7.4%
4	4837	6.9%
5	4351	6.2%
3	3271	4.7%
6	2883	4.1%
1	2562	3.7%
7	2475	3.5%
Other values (2)	3667	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50000	71.4%
Other Punctuation	20000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20771	41.5%
2	5183	10.4%
4	4837	9.7%
5	4351	8.7%
3	3271	6.5%
6	2883	5.8%
1	2562	5.1%
7	2475	5.0%
9	2313	4.6%
8	1354	2.7%

Other Punctuation

Value	Count	Frequency (%)
:	10000	50.0%
.	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20771	29.7%
:	10000	14.3%
.	10000	14.3%
2	5183	7.4%
4	4837	6.9%
5	4351	6.2%
3	3271	4.7%
6	2883	4.1%
1	2562	3.7%
7	2475	3.5%
Other values (2)	3667	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20771	29.7%
:	10000	14.3%
.	10000	14.3%
2	5183	7.4%
4	4837	6.9%
5	4351	6.2%
3	3271	4.7%
6	2883	4.1%
1	2562	3.7%
7	2475	3.5%
Other values (2)	3667	5.2%

이력순번(HIS_SEQ)
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19392.058

Minimum	2
Maximum	57214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	1732.4
Q1	9081.25
median	18363
Q3	29308.25
95-th percentile	39327.25
Maximum	57214
Range	57212
Interquartile range (IQR)	20227

Descriptive statistics

Standard deviation	12032.213
Coefficient of variation (CV)	0.62047119
Kurtosis	-0.97592278
Mean	19392.058
Median Absolute Deviation (MAD)	10099.5
Skewness	0.21940054
Sum	1.9392058 × 10⁸
Variance	1.4477415 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4919	1	< 0.1%
622	1	< 0.1%
28440	1	< 0.1%
29044	1	< 0.1%
26796	1	< 0.1%
8595	1	< 0.1%
33477	1	< 0.1%
8779	1	< 0.1%
4496	1	< 0.1%
1995	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
13	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
44	1	< 0.1%
45	1	< 0.1%
53	1	< 0.1%
54	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%

Value	Count	Frequency (%)
57214	1	< 0.1%
57212	1	< 0.1%
57208	1	< 0.1%
56473	1	< 0.1%
56444	1	< 0.1%
56237	1	< 0.1%
56093	1	< 0.1%
56086	1	< 0.1%
56036	1	< 0.1%
56032	1	< 0.1%

발급일자(ISSUE_DT).1
Real number (ℝ)

Distinct	59
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20181652

Minimum	20160727
Maximum	20190416
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160727
5-th percentile	20170307
Q1	20180220
median	20180228
Q3	20180328
95-th percentile	20190305
Maximum	20190416
Range	29689
Interquartile range (IQR)	108

Descriptive statistics

Standard deviation	5458.1942
Coefficient of variation (CV)	0.00027045329
Kurtosis	0.17013672
Mean	20181652
Median Absolute Deviation (MAD)	9
Skewness	0.080720763
Sum	2.0181652 × 10¹¹
Variance	29791884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20180228	3714	37.1%
20190305	2260	22.6%
20180219	1061	10.6%
20180220	1027	10.3%
20170307	794	7.9%
20180315	393	3.9%
20180304	201	2.0%
20180720	138	1.4%
20180320	137	1.4%
20180328	96	1.0%
Other values (49)	179	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160727	1	< 0.1%
20160803	1	< 0.1%
20160809	2	< 0.1%
20160824	1	< 0.1%
20170302	56	0.6%
20170307	794	7.9%
20170405	3	< 0.1%
20170522	9	0.1%
20170809	1	< 0.1%
20170811	2	< 0.1%

Value	Count	Frequency (%)
20190416	1	< 0.1%
20190325	7	0.1%
20190305	2260	22.6%
20181218	1	< 0.1%
20181217	1	< 0.1%
20181122	1	< 0.1%
20181112	6	0.1%
20181105	1	< 0.1%
20181102	1	< 0.1%
20181029	1	< 0.1%

정지일자(STOP_DT)
Categorical

IMBALANCE

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

<NA>	9999
20181220	1

Length

Max length	8
Median length	4
Mean length	4.0004
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
20181220	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
20181220	1	< 0.1%

정지사유(STOP_RSN)
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	9999
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	퇴사자

Value	Count	Frequency (%)
퇴사자	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
퇴	1	33.3%
사	1	33.3%
자	1	33.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
퇴	1	33.3%
사	1	33.3%
자	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
퇴	1	33.3%
사	1	33.3%
자	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
퇴	1	33.3%
사	1	33.3%
자	1	33.3%

카드상태(K014)(CARD_STS)
Categorical

IMBALANCE

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

정상	9091
재발급	908
정치요청	1

Length

Max length	4
Median length	2
Mean length	2.091
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
정상	9091	90.9%
재발급	908	9.1%
정치요청	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정상	9091	90.9%
재발급	908	9.1%
정치요청	1	< 0.1%

사용여부(USE_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%

등록일자(INPUT_DT).1
Text

Distinct	1834
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1161 ?
Unique (%)	11.6%

Sample

1st row	46:24.0
2nd row	00:45.0
3rd row	26:39.0
4th row	08:13.0
5th row	19:06.0

Value	Count	Frequency (%)
01:37.0	78	0.8%
00:36.0	76	0.8%
01:36.0	69	0.7%
00:37.0	64	0.6%
01:35.0	61	0.6%
01:34.0	59	0.6%
27:34.0	55	0.5%
27:59.0	53	0.5%
26:41.0	49	0.5%
46:24.0	49	0.5%
Other values (1824)	9387	93.9%

Most occurring characters

Value	Count	Frequency (%)
0	16914	24.2%
:	10000	14.3%
.	10000	14.3%
2	6959	9.9%
4	4933	7.0%
1	4040	5.8%
5	3960	5.7%
3	3674	5.2%
7	3492	5.0%
6	3328	4.8%
Other values (2)	2700	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50000	71.4%
Other Punctuation	20000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16914	33.8%
2	6959	13.9%
4	4933	9.9%
1	4040	8.1%
5	3960	7.9%
3	3674	7.3%
7	3492	7.0%
6	3328	6.7%
9	1401	2.8%
8	1299	2.6%

Other Punctuation

Value	Count	Frequency (%)
:	10000	50.0%
.	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16914	24.2%
:	10000	14.3%
.	10000	14.3%
2	6959	9.9%
4	4933	7.0%
1	4040	5.8%
5	3960	5.7%
3	3674	5.2%
7	3492	5.0%
6	3328	4.8%
Other values (2)	2700	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16914	24.2%
:	10000	14.3%
.	10000	14.3%
2	6959	9.9%
4	4933	7.0%
1	4040	5.8%
5	3960	5.7%
3	3674	5.2%
7	3492	5.0%
6	3328	4.8%
Other values (2)	2700	3.9%

수정일자(UPDATE_DT).1
Text

MISSING

Distinct	204
Distinct (%)	19.8%
Missing	8969
Missing (%)	89.7%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	7217
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	171 ?
Unique (%)	16.6%

Sample

1st row	50:28.0
2nd row	00:47.0
3rd row	00:42.0
4th row	32:59.0
5th row	32:59.0

Value	Count	Frequency (%)
32:59.0	763	74.0%
01:59.0	8	0.8%
01:03.0	7	0.7%
01:47.0	5	0.5%
01:25.0	5	0.5%
02:41.0	5	0.5%
29:51.0	4	0.4%
01:13.0	4	0.4%
00:53.0	4	0.4%
01:49.0	4	0.4%
Other values (194)	222	21.5%

Most occurring characters

Value	Count	Frequency (%)
0	1273	17.6%
:	1031	14.3%
.	1031	14.3%
2	897	12.4%
5	876	12.1%
3	866	12.0%
9	818	11.3%
1	158	2.2%
4	148	2.1%
8	45	0.6%
Other values (2)	74	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5155	71.4%
Other Punctuation	2062	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1273	24.7%
2	897	17.4%
5	876	17.0%
3	866	16.8%
9	818	15.9%
1	158	3.1%
4	148	2.9%
8	45	0.9%
6	38	0.7%
7	36	0.7%

Other Punctuation

Value	Count	Frequency (%)
:	1031	50.0%
.	1031	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7217	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1273	17.6%
:	1031	14.3%
.	1031	14.3%
2	897	12.4%
5	876	12.1%
3	866	12.0%
9	818	11.3%
1	158	2.2%
4	148	2.1%
8	45	0.6%
Other values (2)	74	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7217	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1273	17.6%
:	1031	14.3%
.	1031	14.3%
2	897	12.4%
5	876	12.1%
3	866	12.0%
9	818	11.3%
1	158	2.2%
4	148	2.1%
8	45	0.6%
Other values (2)	74	1.0%

등기번호_수신상태(REG_STS)
Categorical

IMBALANCE

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

미수신	9745
수신완료	210
99	45

Length

Max length	4
Median length	3
Mean length	3.0165
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미수신	9745	97.5%
수신완료	210	2.1%
99	45	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미수신	9745	97.5%
수신완료	210	2.1%
99	45	0.4%

정산년도(CALC_YEAR)
Categorical

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

2019	4197
2018	3016
2017	1867
2016	920

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019
2nd row	2019
3rd row	2018
4th row	2017
5th row	2017

Common Values

Value	Count	Frequency (%)
2019	4197	42.0%
2018	3016	30.2%
2017	1867	18.7%
2016	920	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	4197	42.0%
2018	3016	30.2%
2017	1867	18.7%
2016	920	9.2%

정산월(CALC_MONTH)
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0408

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	6
median	9
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5172543
Coefficient of variation (CV)	0.31306018
Kurtosis	-1.1748213
Mean	8.0408
Median Absolute Deviation (MAD)	2
Skewness	-0.20031308
Sum	80408
Variance	6.336569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	1873	18.7%
6	1287	12.9%
9	1276	12.8%
11	1257	12.6%
5	1225	12.2%
7	811	8.1%
4	795	8.0%
8	724	7.2%
12	628	6.3%
3	105	1.1%
Other values (2)	19	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18	0.2%
2	1	< 0.1%
3	105	1.1%
4	795	8.0%
5	1225	12.2%
6	1287	12.9%
7	811	8.1%
8	724	7.2%
9	1276	12.8%
10	1873	18.7%

Value	Count	Frequency (%)
12	628	6.3%
11	1257	12.6%
10	1873	18.7%
9	1276	12.8%
8	724	7.2%
7	811	8.1%
6	1287	12.9%
5	1225	12.2%
4	795	8.0%
3	105	1.1%

정산결제건수(CALC_CNT)
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0409

Minimum	0
Maximum	11
Zeros	112
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.33650931
Coefficient of variation (CV)	0.32328687
Kurtosis	130.87782
Mean	1.0409
Median Absolute Deviation (MAD)	0
Skewness	8.1255708
Sum	10409
Variance	0.11323851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	9520	95.2%
2	273	2.7%
0	112	1.1%
3	59	0.6%
4	23	0.2%
5	10	0.1%
11	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	1.1%
1	9520	95.2%
2	273	2.7%
3	59	0.6%
4	23	0.2%
5	10	0.1%
6	1	< 0.1%
7	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
5	10	0.1%
4	23	0.2%
3	59	0.6%
2	273	2.7%
1	9520	95.2%
0	112	1.1%

포인트사용금액(CALC_AMT)
Real number (ℝ)

ZEROS

Distinct	452
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	96047.849

Minimum	0
Maximum	1195000
Zeros	112
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	40000
Q1	100000
median	100000
Q3	100000
95-th percentile	100000
Maximum	1195000
Range	1195000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	38705.627
Coefficient of variation (CV)	0.40298275
Kurtosis	102.19705
Mean	96047.849
Median Absolute Deviation (MAD)	0
Skewness	6.1556696
Sum	9.6047849 × 10⁸
Variance	1.4981255 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	7450	74.5%
50000	162	1.6%
0	112	1.1%
85000	88	0.9%
91000	77	0.8%
60000	58	0.6%
200000	46	0.5%
40000	44	0.4%
67000	42	0.4%
80000	39	0.4%
Other values (442)	1882	18.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	112	1.1%
1000	1	< 0.1%
1200	1	< 0.1%
1500	2	< 0.1%
2000	4	< 0.1%
2300	1	< 0.1%
2630	1	< 0.1%
3000	3	< 0.1%
4000	1	< 0.1%
4300	3	< 0.1%

Value	Count	Frequency (%)
1195000	1	< 0.1%
690400	1	< 0.1%
600000	1	< 0.1%
599900	1	< 0.1%
590000	1	< 0.1%
520000	1	< 0.1%
500000	4	< 0.1%
495000	1	< 0.1%
493600	1	< 0.1%
480000	1	< 0.1%

정산취소건수(CALC_CANCEL_CNT)
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0504

Minimum	0
Maximum	9
Zeros	9592
Zeros (%)	95.9%
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	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.27868909
Coefficient of variation (CV)	5.5295454
Kurtosis	155.78846
Mean	0.0504
Median Absolute Deviation (MAD)	0
Skewness	9.1285764
Sum	504
Variance	0.077667607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	9592	95.9%
1	338	3.4%
2	55	0.5%
3	10	0.1%
4	3	< 0.1%
9	1	< 0.1%
5	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9592	95.9%
1	338	3.4%
2	55	0.5%
3	10	0.1%
4	3	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
5	1	< 0.1%
4	3	< 0.1%
3	10	0.1%
2	55	0.5%
1	338	3.4%
0	9592	95.9%

포인트취소금액(CALC_CANCEL_AMT)
Real number (ℝ)

ZEROS

Distinct	166
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3223.4678

Minimum	0
Maximum	955000
Zeros	9592
Zeros (%)	95.9%
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	955000
Range	955000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21302.814
Coefficient of variation (CV)	6.6086634
Kurtosis	453.18894
Mean	3223.4678
Median Absolute Deviation (MAD)	0
Skewness	14.899715
Sum	32234678
Variance	4.5380987 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9592	95.9%
100000	36	0.4%
91000	19	0.2%
85000	19	0.2%
33500	17	0.2%
68000	13	0.1%
29000	10	0.1%
50000	10	0.1%
42500	8	0.1%
25000	8	0.1%
Other values (156)	268	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9592	95.9%
36	1	< 0.1%
100	2	< 0.1%
1000	2	< 0.1%
3300	4	< 0.1%
6300	1	< 0.1%
6700	1	< 0.1%
8500	2	< 0.1%
9872	1	< 0.1%
10000	3	< 0.1%

Value	Count	Frequency (%)
955000	1	< 0.1%
345000	1	< 0.1%
293000	1	< 0.1%
289000	1	< 0.1%
282000	1	< 0.1%
274000	1	< 0.1%
270000	3	< 0.1%
269000	1	< 0.1%
250000	1	< 0.1%
240000	1	< 0.1%

등록일자(INPUT_DT).2
Categorical

CONSTANT

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

45:13.0	10000

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	45:13.0
2nd row	45:13.0
3rd row	45:13.0
4th row	45:13.0
5th row	45:13.0

Common Values

Value	Count	Frequency (%)
45:13.0	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
45:13.0	10000	100.0%

수정일자(UPDATE_DT).2
Categorical

CONSTANT

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

45:13.0	10000

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	45:13.0
2nd row	45:13.0
3rd row	45:13.0
4th row	45:13.0
5th row	45:13.0

Common Values

Value	Count	Frequency (%)
45:13.0	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
45:13.0	10000	100.0%

사업년도(BIZ_YEAR).1
Categorical

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

2017	5071
2018	2475
2016	2453
2015	1

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	2016
2nd row	2016
3rd row	2017
4th row	2018
5th row	2018

Common Values

Value	Count	Frequency (%)
2017	5071	50.7%
2018	2475	24.8%
2016	2453	24.5%
2015	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	5071	50.7%
2018	2475	24.8%
2016	2453	24.5%
2015	1	< 0.1%

한도금액(LIMIT_AMT)
Real number (ℝ)

SKEWED

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101125

Minimum	100000
Maximum	900000
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	100000
Q3	100000
95-th percentile	100000
Maximum	900000
Range	800000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18735.514
Coefficient of variation (CV)	0.18527084
Kurtosis	628.34987
Mean	101125
Median Absolute Deviation (MAD)	0
Skewness	22.33253
Sum	1.01125 × 10⁹
Variance	3.5101948 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
100000	9949	99.5%
200000	20	0.2%
400000	12	0.1%
300000	11	0.1%
500000	5	0.1%
700000	1	< 0.1%
150000	1	< 0.1%
900000	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100000	9949	99.5%
150000	1	< 0.1%
200000	20	0.2%
300000	11	0.1%
400000	12	0.1%
500000	5	0.1%
700000	1	< 0.1%
900000	1	< 0.1%

Value	Count	Frequency (%)
900000	1	< 0.1%
700000	1	< 0.1%
500000	5	0.1%
400000	12	0.1%
300000	11	0.1%
200000	20	0.2%
150000	1	< 0.1%
100000	9949	99.5%

사용금액(USE_AMT)
Real number (ℝ)

ZEROS

Distinct	164
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71399.195

Minimum	0
Maximum	633400
Zeros	2651
Zeros (%)	26.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	100000
Q3	100000
95-th percentile	100000
Maximum	633400
Range	633400
Interquartile range (IQR)	100000

Descriptive statistics

Standard deviation	45375.637
Coefficient of variation (CV)	0.63552028
Kurtosis	3.9367583
Mean	71399.195
Median Absolute Deviation (MAD)	0
Skewness	-0.31199034
Sum	7.1399195 × 10⁸
Variance	2.0589484 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	6342	63.4%
0	2651	26.5%
85000	49	0.5%
91000	48	0.5%
98000	29	0.3%
81200	28	0.3%
99000	26	0.3%
96070	26	0.3%
47400	25	0.2%
50000	25	0.2%
Other values (154)	751	7.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2651	26.5%
1500	1	< 0.1%
3000	1	< 0.1%
5800	1	< 0.1%
7000	2	< 0.1%
7500	1	< 0.1%
7800	1	< 0.1%
9000	1	< 0.1%
10000	4	< 0.1%
12000	1	< 0.1%

Value	Count	Frequency (%)
633400	1	< 0.1%
500000	1	< 0.1%
467000	1	< 0.1%
420200	1	< 0.1%
400000	3	< 0.1%
305000	1	< 0.1%
300000	2	< 0.1%
290000	1	< 0.1%
200000	2	< 0.1%
196000	1	< 0.1%

잔액(BALANCE)
Real number (ℝ)

ZEROS

Distinct	161
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29725.805

Minimum	0
Maximum	900000
Zeros	6350
Zeros (%)	63.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	100000
95-th percentile	100000
Maximum	900000
Range	900000
Interquartile range (IQR)	100000

Descriptive statistics

Standard deviation	46667.621
Coefficient of variation (CV)	1.5699363
Kurtosis	14.850975
Mean	29725.805
Median Absolute Deviation (MAD)	0
Skewness	1.9788111
Sum	2.9725805 × 10⁸
Variance	2.1778668 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6350	63.5%
100000	2626	26.3%
15000	49	0.5%
9000	48	0.5%
2000	29	0.3%
18800	28	0.3%
1000	26	0.3%
3930	26	0.3%
50000	26	0.3%
52600	25	0.2%
Other values (151)	767	7.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6350	63.5%
100	1	< 0.1%
140	16	0.2%
300	5	0.1%
370	6	0.1%
440	11	0.1%
590	13	0.1%
600	1	< 0.1%
720	4	< 0.1%
880	13	0.1%

Value	Count	Frequency (%)
900000	1	< 0.1%
500000	1	< 0.1%
400000	5	0.1%
359800	1	< 0.1%
300000	6	0.1%
234000	1	< 0.1%
230000	1	< 0.1%
226000	1	< 0.1%
200000	12	0.1%
195000	1	< 0.1%

정산일자(CALC_DT)
Unsupported

MISSING REJECTED UNSUPPORTED

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

정산여부(CALC_YN)
Boolean

CONSTANT

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

False	10000

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	10000	100.0%

등록일자(INPUT_DT).3
Text

Distinct	253
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

1st row	03:56.0
2nd row	03:59.0
3rd row	00:29.0
4th row	46:44.0
5th row	46:30.0

Value	Count	Frequency (%)
00:34.0	122	1.2%
00:38.0	119	1.2%
00:31.0	116	1.2%
03:56.0	114	1.1%
00:37.0	108	1.1%
00:40.0	107	1.1%
00:33.0	107	1.1%
03:50.0	106	1.1%
00:32.0	106	1.1%
03:44.0	104	1.0%
Other values (243)	8891	88.9%

Most occurring characters

Value	Count	Frequency (%)
0	23103	33.0%
:	10000	14.3%
.	10000	14.3%
4	5488	7.8%
3	4888	7.0%
5	4129	5.9%
2	2915	4.2%
6	2563	3.7%
1	2404	3.4%
9	2134	3.0%
Other values (2)	2376	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50000	71.4%
Other Punctuation	20000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	23103	46.2%
4	5488	11.0%
3	4888	9.8%
5	4129	8.3%
2	2915	5.8%
6	2563	5.1%
1	2404	4.8%
9	2134	4.3%
8	1260	2.5%
7	1116	2.2%

Other Punctuation

Value	Count	Frequency (%)
:	10000	50.0%
.	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	23103	33.0%
:	10000	14.3%
.	10000	14.3%
4	5488	7.8%
3	4888	7.0%
5	4129	5.9%
2	2915	4.2%
6	2563	3.7%
1	2404	3.4%
9	2134	3.0%
Other values (2)	2376	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	23103	33.0%
:	10000	14.3%
.	10000	14.3%
4	5488	7.8%
3	4888	7.0%
5	4129	5.9%
2	2915	4.2%
6	2563	3.7%
1	2404	3.4%
9	2134	3.0%
Other values (2)	2376	3.4%

수정일자(UPDATE_DT).3
Text

MISSING

Distinct	249
Distinct (%)	3.4%
Missing	2695
Missing (%)	27.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	51135
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.2%

Sample

1st row	50:08.0
2nd row	50:13.0
3rd row	20:37.0
4th row	21:19.0
5th row	21:42.0

Value	Count	Frequency (%)
21:11.0	120	1.6%
21:24.0	117	1.6%
21:17.0	106	1.5%
21:04.0	99	1.4%
21:26.0	97	1.3%
21:03.0	95	1.3%
21:21.0	90	1.2%
21:14.0	89	1.2%
20:47.0	86	1.2%
20:43.0	85	1.2%
Other values (239)	6321	86.5%

Most occurring characters

Value	Count	Frequency (%)
0	12244	23.9%
:	7305	14.3%
.	7305	14.3%
2	6934	13.6%
1	5496	10.7%
5	3380	6.6%
4	2470	4.8%
3	1862	3.6%
9	1614	3.2%
8	917	1.8%
Other values (2)	1608	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36525	71.4%
Other Punctuation	14610	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12244	33.5%
2	6934	19.0%
1	5496	15.0%
5	3380	9.3%
4	2470	6.8%
3	1862	5.1%
9	1614	4.4%
8	917	2.5%
7	882	2.4%
6	726	2.0%

Other Punctuation

Value	Count	Frequency (%)
:	7305	50.0%
.	7305	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	51135	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12244	23.9%
:	7305	14.3%
.	7305	14.3%
2	6934	13.6%
1	5496	10.7%
5	3380	6.6%
4	2470	4.8%
3	1862	3.6%
9	1614	3.2%
8	917	1.8%
Other values (2)	1608	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51135	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12244	23.9%
:	7305	14.3%
.	7305	14.3%
2	6934	13.6%
1	5496	10.7%
5	3380	6.6%
4	2470	4.8%
3	1862	3.6%
9	1614	3.2%
8	917	1.8%
Other values (2)	1608	3.1%

기관개인구분 (K004)(ORG_PER_GB)
Categorical

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

시설	8345
개인	1655

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
시설	8345	83.5%
개인	1655	16.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
시설	8345	83.5%
개인	1655	16.6%

이월금액(LIMIT_PREV_AMT)
Categorical

IMBALANCE

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

0	9144
100000	854
300000	1
50000	1

Length

Max length	6
Median length	1
Mean length	1.4279
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	9144	91.4%
100000	854	8.5%
300000	1	< 0.1%
50000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	9144	91.4%
100000	854	8.5%
300000	1	< 0.1%
50000	1	< 0.1%

승인일자(APVL_DT)
Real number (ℝ)

Distinct	734
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20175696

Minimum	20160719
Maximum	20190526
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160719
5-th percentile	20161007
Q1	20170704
median	20180426
Q3	20180912
95-th percentile	20190419
Maximum	20190526
Range	29807
Interquartile range (IQR)	10208

Descriptive statistics

Standard deviation	8470.9627
Coefficient of variation (CV)	0.00041985976
Kurtosis	-0.68855223
Mean	20175696
Median Absolute Deviation (MAD)	9319
Skewness	-0.27638673
Sum	2.0175696 × 10¹¹
Variance	71757209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190404	96	1.0%
20180426	82	0.8%
20181030	78	0.8%
20170517	67	0.7%
20180619	63	0.6%
20180523	63	0.6%
20180913	60	0.6%
20180615	60	0.6%
20181023	58	0.6%
20160928	57	0.6%
Other values (724)	9316	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160719	18	0.2%
20160723	8	0.1%
20160726	14	0.1%
20160729	5	0.1%
20160803	10	0.1%
20160813	2	< 0.1%
20160816	13	0.1%
20160818	16	0.2%
20160822	3	< 0.1%
20160823	6	0.1%

Value	Count	Frequency (%)
20190526	1	< 0.1%
20190525	5	0.1%
20190524	14	0.1%
20190523	24	0.2%
20190522	56	0.6%
20190521	28	0.3%
20190518	6	0.1%
20190517	47	0.5%
20190516	2	< 0.1%
20190513	10	0.1%

승인시각(APVL_TM)
Real number (ℝ)

Distinct	8902
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137227.06

Minimum	531
Maximum	235813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	531
5-th percentile	84116.5
Q1	113033.75
median	135014.5
Q3	161244.25
95-th percentile	201907.2
Maximum	235813
Range	235282
Interquartile range (IQR)	48210.5

Descriptive statistics

Standard deviation	37573.604
Coefficient of variation (CV)	0.27380609
Kurtosis	0.53535243
Mean	137227.06
Median Absolute Deviation (MAD)	23108
Skewness	-0.16915342
Sum	1.3722706 × 10⁹
Variance	1.4117757 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
141111	7	0.1%
141432	5	0.1%
165435	4	< 0.1%
131942	4	< 0.1%
132313	4	< 0.1%
134354	4	< 0.1%
135224	4	< 0.1%
133446	3	< 0.1%
133413	3	< 0.1%
164947	3	< 0.1%
Other values (8892)	9959	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
531	1	< 0.1%
604	1	< 0.1%
1039	1	< 0.1%
1229	1	< 0.1%
1647	1	< 0.1%
1653	1	< 0.1%
1800	1	< 0.1%
1819	1	< 0.1%
2408	1	< 0.1%
2437	1	< 0.1%

Value	Count	Frequency (%)
235813	1	< 0.1%
235727	1	< 0.1%
235638	1	< 0.1%
235024	1	< 0.1%
235006	1	< 0.1%
234936	1	< 0.1%
234930	1	< 0.1%
234900	1	< 0.1%
234827	1	< 0.1%
234723	1	< 0.1%

원거래승인일자(ORG_APVL_DT)
Real number (ℝ)

MISSING

Distinct	300
Distinct (%)	60.2%
Missing	9502
Missing (%)	95.0%
Infinite	0
Infinite (%)	0.0%
Mean	20177440

Minimum	20160826
Maximum	20190521
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20160826
5-th percentile	20161111
Q1	20170911
median	20180610
Q3	20181107
95-th percentile	20190404
Maximum	20190521
Range	29695
Interquartile range (IQR)	10195.75

Descriptive statistics

Standard deviation	7429.933
Coefficient of variation (CV)	0.00036822971
Kurtosis	-0.06519078
Mean	20177440
Median Absolute Deviation (MAD)	601.5
Skewness	-0.49497373
Sum	1.0048365 × 10¹⁰
Variance	55203904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190404	16	0.2%
20160826	8	0.1%
20180404	7	0.1%
20180425	7	0.1%
20161111	6	0.1%
20161024	6	0.1%
20170904	6	0.1%
20170612	6	0.1%
20181213	5	0.1%
20170607	5	0.1%
Other values (290)	426	4.3%
(Missing)	9502	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20160826	8	0.1%
20160928	2	< 0.1%
20161024	6	0.1%
20161104	2	< 0.1%
20161105	2	< 0.1%
20161108	2	< 0.1%
20161110	1	< 0.1%
20161111	6	0.1%
20161115	1	< 0.1%
20161125	3	< 0.1%

Value	Count	Frequency (%)
20190521	1	< 0.1%
20190520	1	< 0.1%
20190514	1	< 0.1%
20190507	1	< 0.1%
20190503	1	< 0.1%
20190425	1	< 0.1%
20190419	1	< 0.1%
20190417	1	< 0.1%
20190416	1	< 0.1%
20190414	1	< 0.1%

원거래승인시각(ORG_APVL_TM)
Real number (ℝ)

MISSING

Distinct	497
Distinct (%)	99.8%
Missing	9502
Missing (%)	95.0%
Infinite	0
Infinite (%)	0.0%
Mean	145398.91

Minimum	356
Maximum	235543
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	356
5-th percentile	83001.75
Q1	112256
median	144263.5
Q3	175196
95-th percentile	222684.8
Maximum	235543
Range	235187
Interquartile range (IQR)	62940

Descriptive statistics

Standard deviation	47555.861
Coefficient of variation (CV)	0.32707165
Kurtosis	0.4940698
Mean	145398.91
Median Absolute Deviation (MAD)	31284
Skewness	-0.42889467
Sum	72408656
Variance	2.2615599 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133346	2	< 0.1%
111041	1	< 0.1%
195136	1	< 0.1%
123637	1	< 0.1%
135251	1	< 0.1%
222848	1	< 0.1%
154115	1	< 0.1%
150352	1	< 0.1%
140305	1	< 0.1%
90507	1	< 0.1%
Other values (487)	487	4.9%
(Missing)	9502	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
356	1	< 0.1%
1229	1	< 0.1%
2223	1	< 0.1%
4303	1	< 0.1%
5602	1	< 0.1%
10432	1	< 0.1%
11008	1	< 0.1%
12311	1	< 0.1%
12542	1	< 0.1%
13242	1	< 0.1%

Value	Count	Frequency (%)
235543	1	< 0.1%
234320	1	< 0.1%
234219	1	< 0.1%
234111	1	< 0.1%
233836	1	< 0.1%
233746	1	< 0.1%
233111	1	< 0.1%
232839	1	< 0.1%
232743	1	< 0.1%
232511	1	< 0.1%

원거래승인번호(ORG_APVL_NO)
Real number (ℝ)

MISSING

Distinct	498
Distinct (%)	100.0%
Missing	9502
Missing (%)	95.0%
Infinite	0
Infinite (%)	0.0%
Mean	52145859

Minimum	30103846
Maximum	78489713
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	30103846
5-th percentile	32320616
Q1	39500637
median	51584872
Q3	63459712
95-th percentile	75733978
Maximum	78489713
Range	48385867
Interquartile range (IQR)	23959075

Descriptive statistics

Standard deviation	13591312
Coefficient of variation (CV)	0.26064029
Kurtosis	-1.1852987
Mean	52145859
Median Absolute Deviation (MAD)	11923784
Skewness	0.14551638
Sum	2.5968638 × 10¹⁰
Variance	1.8472376 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62010223	1	< 0.1%
41458178	1	< 0.1%
38439470	1	< 0.1%
32986446	1	< 0.1%
34629813	1	< 0.1%
76438541	1	< 0.1%
41883769	1	< 0.1%
37507275	1	< 0.1%
43924408	1	< 0.1%
55112535	1	< 0.1%
Other values (488)	488	4.9%
(Missing)	9502	95.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30103846	1	< 0.1%
30153368	1	< 0.1%
30238930	1	< 0.1%
30288758	1	< 0.1%
30297083	1	< 0.1%
30448381	1	< 0.1%
30552414	1	< 0.1%
31185885	1	< 0.1%
31438216	1	< 0.1%
31529240	1	< 0.1%

Value	Count	Frequency (%)
78489713	1	< 0.1%
78330196	1	< 0.1%
77490510	1	< 0.1%
77460522	1	< 0.1%
77368742	1	< 0.1%
77295891	1	< 0.1%
77292830	1	< 0.1%
76906194	1	< 0.1%
76438541	1	< 0.1%
76329193	1	< 0.1%

포인트결제금액(APVL_AMT)
Real number (ℝ)

Distinct	339
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92558.731

Minimum	10
Maximum	1000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	10
5-th percentile	37000
Q1	99000
median	100000
Q3	100000
95-th percentile	100000
Maximum	1000000
Range	999990
Interquartile range (IQR)	1000

Descriptive statistics

Standard deviation	31977.939
Coefficient of variation (CV)	0.34548809
Kurtosis	111.45205
Mean	92558.731
Median Absolute Deviation (MAD)	0
Skewness	5.6553726
Sum	9.255873 × 10⁸
Variance	1.0225886 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	7186	71.9%
50000	213	2.1%
85000	195	1.9%
91000	191	1.9%
46000	77	0.8%
37000	60	0.6%
68000	59	0.6%
58000	55	0.5%
67000	50	0.5%
77000	42	0.4%
Other values (329)	1872	18.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
99	1	< 0.1%
100	4	< 0.1%
300	2	< 0.1%
1000	10	0.1%
1200	12	0.1%
1500	5	0.1%
2000	2	< 0.1%
2301	1	< 0.1%
3000	8	0.1%

Value	Count	Frequency (%)
1000000	1	< 0.1%
700000	1	< 0.1%
600000	1	< 0.1%
500000	5	0.1%
456000	1	< 0.1%
400000	6	0.1%
372000	1	< 0.1%
349200	1	< 0.1%
333000	1	< 0.1%
325000	1	< 0.1%

취소여부(CANCEL_YN)
Boolean

IMBALANCE

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

False	9494
True	506

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	9494	94.9%
True	506	5.1%

가맹점번호(PG사PK)(STORE_NO)
Real number (ℝ)

Distinct	79
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4647294 × 10⁸

Minimum	7.0014273 × 10⁸
Maximum	7.9905233 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	7.0014273 × 10⁸
5-th percentile	7.0014273 × 10⁸
Q1	7.0129575 × 10⁸
median	7.3869534 × 10⁸
Q3	7.9868724 × 10⁸
95-th percentile	7.9905233 × 10⁸
Maximum	7.9905233 × 10⁸
Range	98909605
Interquartile range (IQR)	97391496

Descriptive statistics

Standard deviation	41064275
Coefficient of variation (CV)	0.05501107
Kurtosis	-1.693448
Mean	7.4647294 × 10⁸
Median Absolute Deviation (MAD)	37644533
Skewness	0.1490073
Sum	7.4647294 × 10¹²
Variance	1.6862747 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
799052332	1508	15.1%
738695341	1159	11.6%
798687245	1120	11.2%
701050808	1028	10.3%
704613245	820	8.2%
778789130	729	7.3%
700142727	691	6.9%
785061543	620	6.2%
701295749	597	6.0%
730623298	337	3.4%
Other values (69)	1391	13.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
700142727	691	6.9%
701024891	149	1.5%
701050808	1028	10.3%
701050816	143	1.4%
701295731	1	< 0.1%
701295749	597	6.0%
703761221	3	< 0.1%
704613237	1	< 0.1%
704613245	820	8.2%
704622421	10	0.1%

Value	Count	Frequency (%)
799052332	1508	15.1%
799052195	6	0.1%
798687245	1120	11.2%
793903271	3	< 0.1%
793609341	1	< 0.1%
793089360	1	< 0.1%
785061543	620	6.2%
778789130	729	7.3%
774878974	9	0.1%
774126829	1	< 0.1%

등록일자(INPUT_DT).4
Text

Distinct	276
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	70000
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	0.2%

Sample

1st row	50:31.0
2nd row	20:44.0
3rd row	20:46.0
4th row	21:17.0
5th row	21:20.0

Value	Count	Frequency (%)
21:17.0	181	1.8%
21:24.0	159	1.6%
21:18.0	150	1.5%
21:23.0	142	1.4%
20:45.0	142	1.4%
21:13.0	135	1.4%
21:19.0	132	1.3%
20:55.0	128	1.3%
21:22.0	124	1.2%
21:20.0	122	1.2%
Other values (266)	8585	85.9%

Most occurring characters

Value	Count	Frequency (%)
0	16275	23.2%
2	10858	15.5%
:	10000	14.3%
.	10000	14.3%
1	8140	11.6%
5	3903	5.6%
4	3103	4.4%
3	2573	3.7%
9	1688	2.4%
7	1216	1.7%
Other values (2)	2244	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50000	71.4%
Other Punctuation	20000	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16275	32.6%
2	10858	21.7%
1	8140	16.3%
5	3903	7.8%
4	3103	6.2%
3	2573	5.1%
9	1688	3.4%
7	1216	2.4%
8	1174	2.3%
6	1070	2.1%

Other Punctuation

Value	Count	Frequency (%)
:	10000	50.0%
.	10000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16275	23.2%
2	10858	15.5%
:	10000	14.3%
.	10000	14.3%
1	8140	11.6%
5	3903	5.6%
4	3103	4.4%
3	2573	3.7%
9	1688	2.4%
7	1216	1.7%
Other values (2)	2244	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16275	23.2%
2	10858	15.5%
:	10000	14.3%
.	10000	14.3%
1	8140	11.6%
5	3903	5.6%
4	3103	4.4%
3	2573	3.7%
9	1688	2.4%
7	1216	1.7%
Other values (2)	2244	3.2%

수정일자(UPDATE_DT).4
Text

MISSING

Distinct	151
Distinct (%)	29.8%
Missing	9493
Missing (%)	94.9%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	3549
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	9.9%

Sample

1st row	20:48.0
2nd row	20:50.0
3rd row	21:45.0
4th row	21:36.0
5th row	20:51.0

Value	Count	Frequency (%)
21:17.0	28	5.5%
21:06.0	16	3.2%
21:13.0	11	2.2%
49:56.0	10	2.0%
21:19.0	10	2.0%
21:23.0	10	2.0%
20:42.0	9	1.8%
21:54.0	9	1.8%
21:31.0	8	1.6%
21:18.0	8	1.6%
Other values (141)	388	76.5%

Most occurring characters

Value	Count	Frequency (%)
0	792	22.3%
2	580	16.3%
:	507	14.3%
.	507	14.3%
1	453	12.8%
5	163	4.6%
4	143	4.0%
3	120	3.4%
9	85	2.4%
7	81	2.3%
Other values (2)	118	3.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2535	71.4%
Other Punctuation	1014	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	792	31.2%
2	580	22.9%
1	453	17.9%
5	163	6.4%
4	143	5.6%
3	120	4.7%
9	85	3.4%
7	81	3.2%
6	59	2.3%
8	59	2.3%

Other Punctuation

Value	Count	Frequency (%)
:	507	50.0%
.	507	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3549	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	792	22.3%
2	580	16.3%
:	507	14.3%
.	507	14.3%
1	453	12.8%
5	163	4.6%
4	143	4.0%
3	120	3.4%
9	85	2.4%
7	81	2.3%
Other values (2)	118	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3549	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	792	22.3%
2	580	16.3%
:	507	14.3%
.	507	14.3%
1	453	12.8%
5	163	4.6%
4	143	4.0%
3	120	3.4%
9	85	2.4%
7	81	2.3%
Other values (2)	118	3.3%

원거래매입접수번호(ORG_BUY_NO)
Unsupported

MISSING REJECTED UNSUPPORTED

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

전체결제금액(TOT_APVL_AMT)
Unsupported

MISSING REJECTED UNSUPPORTED

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

포인트잔액(BALANCE)
Unsupported

MISSING REJECTED UNSUPPORTED

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

원가맹점번호(ORIGIN_STORE_NO)
Unsupported

MISSING REJECTED UNSUPPORTED

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

원가맹점명(ORIGIN_STORE_NM)
Unsupported

MISSING REJECTED UNSUPPORTED

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

요청일(REQ_DT)
Categorical

IMBALANCE

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

<NA>	9996
20191217	2
20181220	1
20181129	1

Length

Max length	8
Median length	4
Mean length	4.0016
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9996	> 99.9%
20191217	2	< 0.1%
20181220	1	< 0.1%
20181129	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
20191217	2	< 0.1%
20181220	1	< 0.1%
20181129	1	< 0.1%

정지일(STOP_DT)
Categorical

IMBALANCE

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

<NA>	9996
20191217	2
20181220	1
20181129	1

Length

Max length	8
Median length	4
Mean length	4.0016
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9996	> 99.9%
20191217	2	< 0.1%
20181220	1	< 0.1%
20181129	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
20191217	2	< 0.1%
20181220	1	< 0.1%
20181129	1	< 0.1%

정지시각(STOP_TM)
Categorical

IMBALANCE

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

<NA>	9996
143138	2
171116	1
170724	1

Length

Max length	6
Median length	4
Mean length	4.0008
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9996	> 99.9%
143138	2	< 0.1%
171116	1	< 0.1%
170724	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
143138	2	< 0.1%
171116	1	< 0.1%
170724	1	< 0.1%

사용정지코드(1:정지,2:정지해제)(USE_STOP_CD)
Categorical

IMBALANCE

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

<NA>	9996
2	2
3	1
1	1

Length

Max length	4
Median length	4
Mean length	3.9988
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9996	> 99.9%
2	2	< 0.1%
3	1	< 0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
2	2	< 0.1%
3	1	< 0.1%
1	1	< 0.1%

응답코드(RESP_CD)
Categorical

IMBALANCE

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

<NA>	9999
0	1

Length

Max length	4
Median length	4
Mean length	3.9997
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
0	1	< 0.1%

응답메세지(RESP_RSN).1
Text

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	9999
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	4
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	정상처리

Value	Count	Frequency (%)
정상처리	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
정	1	25.0%
상	1	25.0%
처	1	25.0%
리	1	25.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
정	1	25.0%
상	1	25.0%
처	1	25.0%
리	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
정	1	25.0%
상	1	25.0%
처	1	25.0%
리	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
정	1	25.0%
상	1	25.0%
처	1	25.0%
리	1	25.0%

송수신작업상태(K013)(PRC_STATE)
Categorical

IMBALANCE

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

<NA>	9996
2	3
9	1

Length

Max length	4
Median length	4
Mean length	3.9988
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9996	> 99.9%
2	3	< 0.1%
9	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
2	3	< 0.1%
9	1	< 0.1%

송신일시(SEND_DT)
Categorical

IMBALANCE

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

<NA>	9996
20200000000000	4

Length

Max length	14
Median length	4
Mean length	4.004
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>	9996	> 99.9%
20200000000000	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9996	> 99.9%
20200000000000	4	< 0.1%

수신일시(RCV_DT)
Categorical

IMBALANCE

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

<NA>	9999
20200000000000	1

Length

Max length	14
Median length	4
Mean length	4.001
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9999	> 99.9%
20200000000000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9999	> 99.9%
20200000000000	1	< 0.1%

등록일자(INPUT_DT).5
Text

MISSING

Distinct	3
Distinct (%)	75.0%
Missing	9996
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	28
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	50.0%

Sample

1st row	31:38.0
2nd row	11:16.0
3rd row	07:24.0
4th row	31:38.0

Value	Count	Frequency (%)
31:38.0	2	50.0%
11:16.0	1	25.0%
07:24.0	1	25.0%

Most occurring characters

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
3	4	14.3%
:	4	14.3%
.	4	14.3%
8	2	7.1%
6	1	3.6%
7	1	3.6%
2	1	3.6%
4	1	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20	71.4%
Other Punctuation	8	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5	25.0%
0	5	25.0%
3	4	20.0%
8	2	10.0%
6	1	5.0%
7	1	5.0%
2	1	5.0%
4	1	5.0%

Other Punctuation

Value	Count	Frequency (%)
:	4	50.0%
.	4	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
3	4	14.3%
:	4	14.3%
.	4	14.3%
8	2	7.1%
6	1	3.6%
7	1	3.6%
2	1	3.6%
4	1	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
3	4	14.3%
:	4	14.3%
.	4	14.3%
8	2	7.1%
6	1	3.6%
7	1	3.6%
2	1	3.6%
4	1	3.6%

수정일자(UPDATE_DT).5
Text

MISSING

Distinct	4
Distinct (%)	100.0%
Missing	9996
Missing (%)	> 99.9%
Memory size	156.2 KiB

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	28
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	100.0%

Sample

1st row	31:49.0
2nd row	11:17.0
3rd row	07:25.0
4th row	31:39.0

Value	Count	Frequency (%)
31:49.0	1	25.0%
11:17.0	1	25.0%
07:25.0	1	25.0%
31:39.0	1	25.0%

Most occurring characters

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
:	4	14.3%
.	4	14.3%
3	3	10.7%
9	2	7.1%
7	2	7.1%
4	1	3.6%
2	1	3.6%
5	1	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20	71.4%
Other Punctuation	8	28.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	5	25.0%
0	5	25.0%
3	3	15.0%
9	2	10.0%
7	2	10.0%
4	1	5.0%
2	1	5.0%
5	1	5.0%

Other Punctuation

Value	Count	Frequency (%)
:	4	50.0%
.	4	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
:	4	14.3%
.	4	14.3%
3	3	10.7%
9	2	7.1%
7	2	7.1%
4	1	3.6%
2	1	3.6%
5	1	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	5	17.9%
0	5	17.9%
:	4	14.3%
.	4	14.3%
3	3	10.7%
9	2	7.1%
7	2	7.1%
4	1	3.6%
2	1	3.6%
5	1	3.6%

문자수신여부(SMS_REC_FLAG)
Boolean

CONSTANT MISSING

Distinct	1
Distinct (%)	100.0%
Missing	9999
Missing (%)	> 99.9%
Memory size	97.7 KiB

True	1
(Missing)	9999

Common Values (Table)
Common Values (Plot)

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

First rows
Last rows

	사업년도(BIZ_YEAR)	사업번호(BIZ_NO)	일련번호(SEQ)	발급일자(ISSUE_DT)	발급회차(ISSUE_SEQ)	사용시작일(USE_START_DT)	사용종료일(USE_END_DT)	송신일자(SEND_DT)	수신일자(RCV_DT)	응답메세지(RESP_RSN)	등록일자(INPUT_DT)	수정일자(UPDATE_DT)	이력순번(HIS_SEQ)	발급일자(ISSUE_DT).1	정지일자(STOP_DT)	정지사유(STOP_RSN)	카드상태(K014)(CARD_STS)	사용여부(USE_YN)	등록일자(INPUT_DT).1	수정일자(UPDATE_DT).1	등기번호_수신상태(REG_STS)	정산년도(CALC_YEAR)	정산월(CALC_MONTH)	정산결제건수(CALC_CNT)	포인트사용금액(CALC_AMT)	정산취소건수(CALC_CANCEL_CNT)	포인트취소금액(CALC_CANCEL_AMT)	등록일자(INPUT_DT).2	수정일자(UPDATE_DT).2	사업년도(BIZ_YEAR).1	한도금액(LIMIT_AMT)	사용금액(USE_AMT)	잔액(BALANCE)	정산일자(CALC_DT)	정산여부(CALC_YN)	등록일자(INPUT_DT).3	수정일자(UPDATE_DT).3	기관개인구분 (K004)(ORG_PER_GB)	이월금액(LIMIT_PREV_AMT)	승인일자(APVL_DT)	승인시각(APVL_TM)	원거래승인일자(ORG_APVL_DT)	원거래승인시각(ORG_APVL_TM)	원거래승인번호(ORG_APVL_NO)	포인트결제금액(APVL_AMT)	취소여부(CANCEL_YN)	가맹점번호(PG사PK)(STORE_NO)	등록일자(INPUT_DT).4	수정일자(UPDATE_DT).4	원거래매입접수번호(ORG_BUY_NO)	전체결제금액(TOT_APVL_AMT)	포인트잔액(BALANCE)	원가맹점번호(ORIGIN_STORE_NO)	원가맹점명(ORIGIN_STORE_NM)	요청일(REQ_DT)	정지일(STOP_DT)	정지시각(STOP_TM)	사용정지코드(1:정지,2:정지해제)(USE_STOP_CD)	응답코드(RESP_CD)	응답메세지(RESP_RSN).1	송수신작업상태(K013)(PRC_STATE)	송신일시(SEND_DT)	수신일시(RCV_DT)	등록일자(INPUT_DT).5	수정일자(UPDATE_DT).5	문자수신여부(SMS_REC_FLAG)
4287	2017	1	2	20170302	2	20170101	20171231	20170308	20170308	정상처리	52:56.0	00:17.0	4919	20180219	<NA>	<NA>	정상	Y	46:24.0	<NA>	미수신	2019	10	1	40000	0	0	45:13.0	45:13.0	2016	100000	100000	0	<NA>	N	03:56.0	50:08.0	시설	0	20161128	165724	<NA>	<NA>	<NA>	3000	N	701050816	50:31.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
35164	2018	1	5	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	27:21.0	38572	20190305	<NA>	<NA>	정상	Y	00:45.0	<NA>	미수신	2019	7	1	100000	0	0	45:13.0	45:13.0	2016	100000	100000	0	<NA>	N	03:59.0	50:13.0	시설	0	20190521	35121	20190507	172018	43378329	85000	N	712289123	20:44.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
16906	2017	1	30	20170522	2	20170101	20171231	20170524	20170524	정상처리	14:32.0	59:48.0	17082	20180228	<NA>	<NA>	정상	Y	26:39.0	<NA>	미수신	2018	6	1	100000	0	0	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	00:29.0	20:37.0	개인	0	20180427	205449	<NA>	<NA>	<NA>	100000	N	778789130	20:46.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
29387	2018	1	36	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	26:40.0	30805	20190305	<NA>	<NA>	정상	Y	08:13.0	<NA>	미수신	2017	6	1	100000	0	0	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	46:44.0	21:19.0	시설	0	20181107	43223	20181018	111541	52771620	23000	N	701050808	21:17.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
27613	2018	1	1	20180228	3	20180219	20181231	20180305	20180305	정상처리	37:22.0	24:53.0	34791	20190305	<NA>	<NA>	정상	Y	19:06.0	<NA>	미수신	2017	7	1	100000	0	0	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	46:30.0	21:42.0	시설	0	20180904	115348	<NA>	<NA>	<NA>	100000	N	701295749	21:20.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
26013	2018	1	30	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	27:59.0	34341	20190305	<NA>	<NA>	정상	Y	22:46.0	<NA>	미수신	2018	11	1	37000	1	37000	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	00:12.0	20:45.0	시설	0	20180914	81937	<NA>	<NA>	<NA>	91000	N	701050808	20:39.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
8868	2017	1	8	20170307	2	20170101	20171231	20170310	20170310	정상처리	10:06.0	00:51.0	7495	20180220	<NA>	<NA>	정상	Y	02:00.0	<NA>	미수신	2019	9	1	100000	0	0	45:13.0	45:13.0	2017	100000	99560	440	<NA>	N	00:41.0	25:34.0	시설	100000	20161211	130002	<NA>	<NA>	<NA>	89500	N	700142727	20:10.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7496	2017	1	40	20170307	2	20170101	20171231	20170309	20170309	정상처리	10:51.0	00:47.0	6247	20180219	<NA>	<NA>	정상	Y	46:36.0	<NA>	미수신	2018	8	1	100000	0	0	45:13.0	45:13.0	2016	100000	100000	0	<NA>	N	04:07.0	50:26.0	시설	0	20170622	133515	<NA>	<NA>	<NA>	100000	N	738695341	19:16.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
24350	2018	1	91	20180220	3	20180219	20181231	20180221	20180221	정상처리	56:03.0	01:53.0	29510	20180228	<NA>	<NA>	재발급	Y	01:35.0	50:28.0	수신완료	2019	10	1	100000	0	0	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	59:59.0	19:51.0	시설	100000	20180913	131455	<NA>	<NA>	<NA>	100000	N	738695341	21:19.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
33058	2018	1	49	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	26:38.0	37147	20190305	<NA>	<NA>	정상	Y	26:01.0	<NA>	미수신	2019	9	1	100000	0	0	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	26:42.0	21:28.0	시설	0	20190427	175125	<NA>	<NA>	<NA>	100000	N	778789130	21:02.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

	사업년도(BIZ_YEAR)	사업번호(BIZ_NO)	일련번호(SEQ)	발급일자(ISSUE_DT)	발급회차(ISSUE_SEQ)	사용시작일(USE_START_DT)	사용종료일(USE_END_DT)	송신일자(SEND_DT)	수신일자(RCV_DT)	응답메세지(RESP_RSN)	등록일자(INPUT_DT)	수정일자(UPDATE_DT)	이력순번(HIS_SEQ)	발급일자(ISSUE_DT).1	정지일자(STOP_DT)	정지사유(STOP_RSN)	카드상태(K014)(CARD_STS)	사용여부(USE_YN)	등록일자(INPUT_DT).1	수정일자(UPDATE_DT).1	등기번호_수신상태(REG_STS)	정산년도(CALC_YEAR)	정산월(CALC_MONTH)	정산결제건수(CALC_CNT)	포인트사용금액(CALC_AMT)	등록일자(INPUT_DT).2	수정일자(UPDATE_DT).2	사업년도(BIZ_YEAR).1	한도금액(LIMIT_AMT)	사용금액(USE_AMT)	잔액(BALANCE)	정산일자(CALC_DT)	정산여부(CALC_YN)	등록일자(INPUT_DT).3	수정일자(UPDATE_DT).3	기관개인구분 (K004)(ORG_PER_GB)	승인일자(APVL_DT)	승인시각(APVL_TM)	원거래승인일자(ORG_APVL_DT)	원거래승인시각(ORG_APVL_TM)	원거래승인번호(ORG_APVL_NO)	포인트결제금액(APVL_AMT)	취소여부(CANCEL_YN)	가맹점번호(PG사PK)(STORE_NO)	등록일자(INPUT_DT).4	수정일자(UPDATE_DT).4	원거래매입접수번호(ORG_BUY_NO)	전체결제금액(TOT_APVL_AMT)	포인트잔액(BALANCE)	원가맹점번호(ORIGIN_STORE_NO)	원가맹점명(ORIGIN_STORE_NM)	요청일(REQ_DT)	정지일(STOP_DT)	정지시각(STOP_TM)	사용정지코드(1:정지,2:정지해제)(USE_STOP_CD)	응답코드(RESP_CD)	응답메세지(RESP_RSN).1	송수신작업상태(K013)(PRC_STATE)	송신일시(SEND_DT)	수신일시(RCV_DT)	등록일자(INPUT_DT).5	수정일자(UPDATE_DT).5	문자수신여부(SMS_REC_FLAG)
33673	2018	1	53	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	27:45.0	37297	20190305	<NA>	<NA>	정상	Y	29:14.0	<NA>	미수신	2019	6	1	100000	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	01:25.0	20:57.0	시설	20170922	162223	<NA>	<NA>	<NA>	100000	N	704613245	20:44.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
31408	2018	1	8	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	26:43.0	41028	20190305	<NA>	<NA>	정상	Y	09:15.0	<NA>	미수신	2017	9	1	100000	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	01:33.0	20:58.0	시설	20190404	125135	<NA>	<NA>	<NA>	100000	N	707003608	21:18.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9864	2017	1	24	20170307	2	20170101	20171231	20170310	20170310	정상처리	12:00.0	00:38.0	6654	20180219	<NA>	<NA>	정상	Y	46:39.0	<NA>	미수신	2016	10	1	100000	45:13.0	45:13.0	2017	100000	0	100000	<NA>	N	00:48.0	<NA>	시설	20171111	204351	<NA>	<NA>	<NA>	100000	N	737970375	21:23.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9821	2017	1	55	20170307	2	20170101	20171231	20170310	20170310	정상처리	12:13.0	00:39.0	5744	20180219	<NA>	<NA>	정상	Y	46:35.0	<NA>	미수신	2016	11	1	100000	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	00:48.0	20:55.0	시설	20171027	102845	<NA>	<NA>	<NA>	100000	N	799052332	21:51.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
27795	2018	1	1	20180228	3	20180219	20181231	20180305	20180305	정상처리	37:22.0	24:54.0	5396	20180219	<NA>	<NA>	정상	Y	46:21.0	<NA>	미수신	2017	6	1	100000	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	26:48.0	21:24.0	시설	20180801	202742	<NA>	<NA>	<NA>	100000	N	778789130	21:34.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
31955	2018	1	42	20180228	3	20180219	20181231	20180302	20180302	정상처리	20:39.0	26:36.0	11275	20180228	<NA>	<NA>	정상	Y	27:39.0	<NA>	미수신	2019	4	1	100000	45:13.0	45:13.0	2018	100000	100000	0	<NA>	N	26:36.0	21:36.0	시설	20181216	185521	<NA>	<NA>	<NA>	37500	N	704613245	21:53.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
201	2017	1	2	20170302	2	20170101	20171231	20170308	20170308	정상처리	46:48.0	00:40.0	155	20170307	<NA>	<NA>	재발급	Y	59:54.0	32:59.0	미수신	2016	10	1	100000	45:13.0	45:13.0	2016	100000	100000	0	<NA>	N	03:43.0	49:47.0	시설	20161025	93017	<NA>	<NA>	<NA>	100000	N	798687245	49:51.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
23919	2018	1	13	20180219	3	20180219	20181231	20180220	20180220	정상처리	58:05.0	46:30.0	26557	20180315	<NA>	<NA>	정상	Y	01:08.0	<NA>	미수신	2019	5	1	100000	45:13.0	45:13.0	2016	100000	0	100000	<NA>	N	03:53.0	<NA>	시설	20181001	124054	<NA>	<NA>	<NA>	100000	N	738695341	20:18.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
11447	2017	1	13	20170307	2	20170101	20171231	20170313	20170313	정상처리	13:57.0	00:07.0	14050	20180228	<NA>	<NA>	정상	Y	27:26.0	<NA>	미수신	2017	8	1	100000	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	48:51.0	21:03.0	개인	20171109	185653	<NA>	<NA>	<NA>	100000	N	799052332	21:03.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
19960	2018	1	55	20180220	3	20180219	20181231	20180221	20180221	정상처리	56:03.0	01:29.0	21685	20180228	<NA>	<NA>	정상	Y	27:17.0	<NA>	미수신	2018	8	1	100000	45:13.0	45:13.0	2017	100000	100000	0	<NA>	N	59:32.0	21:03.0	시설	20180630	121420	<NA>	<NA>	<NA>	96500	N	701295749	20:47.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

Overview

Variables

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Most frequent character per category

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Other Punctuation

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Most frequent character per script

Common

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ASCII

Most occurring characters

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Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII