gimi9 Pandas Profiling

Dataset statistics

Number of variables	49
Number of observations	10000
Missing cells	18906
Missing cells (%)	3.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 MiB
Average record size in memory	404.0 B

Variable types

Numeric	4
Text	10
Categorical	33
DateTime	1
Unsupported	1

Dataset

Description	2020-12-22
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052601180000

Alerts

`opnsvcid` is highly imbalanced (55.1%)	Imbalance
`updategbn` is highly imbalanced (99.2%)	Imbalance
`opnsvcnm` is highly imbalanced (66.6%)	Imbalance
`clgstdt` is highly imbalanced (93.5%)	Imbalance
`clgenddt` is highly imbalanced (93.3%)	Imbalance
`ropnymd` is highly imbalanced (91.1%)	Imbalance
`bdngownsenm` is highly imbalanced (60.8%)	Imbalance
`fctyowkepcnt` is highly imbalanced (86.7%)	Imbalance
`fctypdtjobepcnt` is highly imbalanced (88.7%)	Imbalance
`fctysiljobepcnt` is highly imbalanced (84.6%)	Imbalance
`rgtmbdsno` is highly imbalanced (51.7%)	Imbalance
`wtrsplyfacilsenm` is highly imbalanced (68.8%)	Imbalance
`maneipcnt` is highly imbalanced (80.4%)	Imbalance
`multusnupsoyn` is highly imbalanced (97.2%)	Imbalance
`lvsenm` is highly imbalanced (80.1%)	Imbalance
`isream` is highly imbalanced (88.4%)	Imbalance
`hoffepcnt` is highly imbalanced (84.7%)	Imbalance
`equsiz` is highly imbalanced (77.5%)	Imbalance
`wmeipcnt` is highly imbalanced (80.1%)	Imbalance
`trdpjubnsenm` is highly imbalanced (80.7%)	Imbalance
`monam` is highly imbalanced (88.4%)	Imbalance
`sntuptaenm` is highly imbalanced (57.2%)	Imbalance
`jtupsomainedf` is highly imbalanced (77.5%)	Imbalance
`jtupsoasgnno` is highly imbalanced (77.5%)	Imbalance
`totepnum` is highly imbalanced (53.5%)	Imbalance
`lindprcbgbnnm` is highly imbalanced (62.6%)	Imbalance
`lindjobgbnnm` is highly imbalanced (88.3%)	Imbalance
`lindseqno` is highly imbalanced (77.5%)	Imbalance
`homepage` is highly imbalanced (85.7%)	Imbalance
`sitepostno` has 5264 (52.6%) missing values	Missing
`sitewhladdr` has 223 (2.2%) missing values	Missing
`rdnwhladdr` has 1146 (11.5%) missing values	Missing
`dcbymd` has 6228 (62.3%) missing values	Missing
`x` has 309 (3.1%) missing values	Missing
`y` has 309 (3.1%) missing values	Missing
`sitetel` has 278 (2.8%) missing values	Missing
`faciltotscp` has 5148 (51.5%) missing values	Missing
`skey` has unique values	Unique
`rdnpostno` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-04-16 08:59:11.049413
Analysis finished	2024-04-16 08:59:13.374141
Duration	2.32 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9593.2737

Minimum	2
Maximum	19234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	966.8
Q1	4784.75
median	9585.5
Q3	14424
95-th percentile	18295.1
Maximum	19234
Range	19232
Interquartile range (IQR)	9639.25

Descriptive statistics

Standard deviation	5560.9303
Coefficient of variation (CV)	0.57966972
Kurtosis	-1.2004773
Mean	9593.2737
Median Absolute Deviation (MAD)	4816
Skewness	0.0083646939
Sum	95932737
Variance	30923946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12069	1	< 0.1%
18861	1	< 0.1%
2439	1	< 0.1%
10095	1	< 0.1%
6933	1	< 0.1%
474	1	< 0.1%
14823	1	< 0.1%
5980	1	< 0.1%
8071	1	< 0.1%
11201	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
19234	1	< 0.1%
19232	1	< 0.1%
19231	1	< 0.1%
19230	1	< 0.1%
19229	1	< 0.1%
19228	1	< 0.1%
19225	1	< 0.1%
19221	1	< 0.1%
19219	1	< 0.1%
19218	1	< 0.1%

opnsfteamcode
Real number (ℝ)

Distinct	220
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3593115.1

Minimum	3000000
Maximum	6520000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3000000
5-th percentile	3210000
Q1	3300000
median	3340000
Q3	3460000
95-th percentile	5310000
Maximum	6520000
Range	3520000
Interquartile range (IQR)	160000

Descriptive statistics

Standard deviation	615825.36
Coefficient of variation (CV)	0.17139038
Kurtosis	4.944456
Mean	3593115.1
Median Absolute Deviation (MAD)	50000
Skewness	2.3614496
Sum	3.5931152 × 10¹⁰
Variance	3.7924088 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3290000	678	6.8%
3330000	664	6.6%
3320000	607	6.1%
3300000	588	5.9%
3340000	580	5.8%
3390000	573	5.7%
3350000	483	4.8%
3310000	433	4.3%
3370000	396	4.0%
3380000	356	3.6%
Other values (210)	4642	46.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	14	0.1%
3010000	27	0.3%
3020000	17	0.2%
3030000	17	0.2%
3040000	24	0.2%
3050000	22	0.2%
3060000	21	0.2%
3070000	18	0.2%
3080000	13	0.1%
3090000	12	0.1%

Value	Count	Frequency (%)
6520000	10	0.1%
6510000	26	0.3%
6470000	1	< 0.1%
6450000	1	< 0.1%
6440000	1	< 0.1%
6410000	1	< 0.1%
6280000	1	< 0.1%
5710000	74	0.7%
5700000	5	0.1%
5690000	33	0.3%

mgtno
Text

Distinct	9639
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	22
Median length	18
Mean length	19.928
Min length	18

Characters and Unicode

Total characters	199280
Distinct characters	11
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	9314 ?
Unique (%)	93.1%

Sample

1st row	3380000-121-2000-03772
2nd row	6520000-107-2019-00078
3rd row	3210000-134-2020-00392
4th row	337000000920010012
5th row	338000000920090026

Value	Count	Frequency (%)
3740000-107-2019-01607	3	< 0.1%
3990000-107-2019-00417	3	< 0.1%
3540000-107-2019-00098	3	< 0.1%
571000000720200002	3	< 0.1%
3210000-107-2019-00920	3	< 0.1%
4390000-107-2019-00145	3	< 0.1%
3590000-107-2019-00008	3	< 0.1%
3020000-107-2020-00059	3	< 0.1%
5030000-107-2019-00213	3	< 0.1%
495000000920190007	3	< 0.1%
Other values (9629)	9970	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	94518	47.4%
1	18451	9.3%
3	18152	9.1%
2	17706	8.9%
-	14457	7.3%
9	13467	6.8%
7	5991	3.0%
4	5046	2.5%
5	4421	2.2%
8	3771	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	184823	92.7%
Dash Punctuation	14457	7.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	94518	51.1%
1	18451	10.0%
3	18152	9.8%
2	17706	9.6%
9	13467	7.3%
7	5991	3.2%
4	5046	2.7%
5	4421	2.4%
8	3771	2.0%
6	3300	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	14457	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	199280	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	94518	47.4%
1	18451	9.3%
3	18152	9.1%
2	17706	8.9%
-	14457	7.3%
9	13467	6.8%
7	5991	3.0%
4	5046	2.5%
5	4421	2.2%
8	3771	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199280	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	94518	47.4%
1	18451	9.3%
3	18152	9.1%
2	17706	8.9%
-	14457	7.3%
9	13467	6.8%
7	5991	3.0%
4	5046	2.5%
5	4421	2.2%
8	3771	1.9%

opnsvcid
Categorical

IMBALANCE

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

07_22_04_P	5079
07_22_19_P	2824
07_22_18_P	1408
07_22_03_P	353
07_22_01_P	108
Other values (12)	228

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	07_22_18_P
2nd row	07_22_19_P
3rd row	07_22_03_P
4th row	07_22_04_P
5th row	07_22_04_P

Common Values

Value	Count	Frequency (%)
07_22_04_P	5079	50.8%
07_22_19_P	2824	28.2%
07_22_18_P	1408	14.1%
07_22_03_P	353	3.5%
07_22_01_P	108	1.1%
07_22_02_P	71	0.7%
07_22_25_P	53	0.5%
07_22_24_P	34	0.3%
07_22_11_P	30	0.3%
07_22_08_P	11	0.1%
Other values (7)	29	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07_22_04_p	5079	50.8%
07_22_19_p	2824	28.2%
07_22_18_p	1408	14.1%
07_22_03_p	353	3.5%
07_22_01_p	108	1.1%
07_22_02_p	71	0.7%
07_22_25_p	53	0.5%
07_22_24_p	34	0.3%
07_22_11_p	30	0.3%
07_22_08_p	11	0.1%
Other values (7)	29	0.3%

updategbn
Categorical

IMBALANCE

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

I	9993
U	7

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
I	9993	99.9%
U	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9993	99.9%
u	7	0.1%

updatedt
Date

Distinct	552
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2020-12-22 00:23:05

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

IMBALANCE

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

<NA>	6433
즉석판매제조가공업	2824
건강기능식품일반판매업	353
집단급식소식품판매업	108
건강기능식품유통전문판매업	71
Other values (13)	211

Length

Max length	13
Median length	4
Mean length	5.8297
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6433	64.3%
즉석판매제조가공업	2824	28.2%
건강기능식품일반판매업	353	3.5%
집단급식소식품판매업	108	1.1%
건강기능식품유통전문판매업	71	0.7%
축산물운반업	53	0.5%
축산판매업	52	0.5%
축산물보관업	34	0.3%
식품제조가공업	30	0.3%
식품소분업	11	0.1%
Other values (8)	31	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6433	64.3%
즉석판매제조가공업	2824	28.2%
건강기능식품일반판매업	353	3.5%
집단급식소식품판매업	108	1.1%
건강기능식품유통전문판매업	71	0.7%
축산물운반업	53	0.5%
축산판매업	52	0.5%
축산물보관업	34	0.3%
식품제조가공업	30	0.3%
식품소분업	11	0.1%
Other values (8)	31	0.3%

bplcnm
Text

Distinct	7401
Distinct (%)	74.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	41
Median length	27.5
Mean length	6.7224
Min length	2

Characters and Unicode

Total characters	67224
Distinct characters	901
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

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

Unique

Unique	6314 ?
Unique (%)	63.1%

Sample

1st row	크라운베이커리 부산 남천점
2nd row	바타타식탁
3rd row	(주)케이비맵
4th row	부광식육점
5th row	영남해장국식육점

Value	Count	Frequency (%)
주식회사	319	2.7%
베이커리	55	0.5%
파리바게뜨	51	0.4%
수라원	46	0.4%
부산우유	42	0.4%
더원씨푸드	41	0.3%
주)와이에이비커머스	36	0.3%
현승유통	35	0.3%
뚜레쥬르	31	0.3%
주)한울에프엔비	29	0.2%
Other values (7754)	11187	94.2%

Most occurring characters

Value	Count	Frequency (%)
점	2782	4.1%
식	2344	3.5%
주	1913	2.8%
	1876	2.8%
)	1752	2.6%
(	1742	2.6%
육	1682	2.5%
리	1457	2.2%
유	1280	1.9%
산	1251	1.9%
Other values (891)	49145	73.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60082	89.4%
Space Separator	1876	2.8%
Close Punctuation	1752	2.6%
Open Punctuation	1742	2.6%
Uppercase Letter	651	1.0%
Lowercase Letter	561	0.8%
Decimal Number	331	0.5%
Other Punctuation	119	0.2%
Dash Punctuation	100	0.1%
Math Symbol	4	< 0.1%
Other values (3)	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2782	4.6%
식	2344	3.9%
주	1913	3.2%
육	1682	2.8%
리	1457	2.4%
유	1280	2.1%
산	1251	2.1%
우	1128	1.9%
이	1094	1.8%
한	1016	1.7%
Other values (815)	44135	73.5%

Uppercase Letter

Value	Count	Frequency (%)
S	85	13.1%
M	44	6.8%
T	43	6.6%
N	38	5.8%
A	36	5.5%
D	34	5.2%
I	33	5.1%
K	31	4.8%
G	29	4.5%
O	29	4.5%
Other values (16)	249	38.2%

Lowercase Letter

Value	Count	Frequency (%)
e	84	15.0%
a	52	9.3%
o	51	9.1%
s	45	8.0%
n	30	5.3%
i	29	5.2%
r	28	5.0%
l	26	4.6%
t	24	4.3%
d	23	4.1%
Other values (12)	169	30.1%

Decimal Number

Value	Count	Frequency (%)
2	85	25.7%
1	77	23.3%
3	41	12.4%
5	27	8.2%
0	22	6.6%
8	21	6.3%
6	17	5.1%
9	16	4.8%
7	14	4.2%
4	11	3.3%

Other Punctuation

Value	Count	Frequency (%)
&	45	37.8%
.	30	25.2%
'	16	13.4%
,	15	12.6%
?	4	3.4%
"	4	3.4%
#	2	1.7%
/	1	0.8%
·	1	0.8%
＆	1	0.8%

Space Separator

Value	Count	Frequency (%)
	1876	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1752	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1742	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Math Symbol

Value	Count	Frequency (%)
+	4	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	4	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
�	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	60072	89.4%
Common	5929	8.8%
Latin	1213	1.8%
Han	10	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2782	4.6%
식	2344	3.9%
주	1913	3.2%
육	1682	2.8%
리	1457	2.4%
유	1280	2.1%
산	1251	2.1%
우	1128	1.9%
이	1094	1.8%
한	1016	1.7%
Other values (807)	44125	73.5%

Latin

Value	Count	Frequency (%)
S	85	7.0%
e	84	6.9%
a	52	4.3%
o	51	4.2%
s	45	3.7%
M	44	3.6%
T	43	3.5%
N	38	3.1%
A	36	3.0%
D	34	2.8%
Other values (39)	701	57.8%

Common

Value	Count	Frequency (%)
	1876	31.6%
)	1752	29.5%
(	1742	29.4%
-	100	1.7%
2	85	1.4%
1	77	1.3%
&	45	0.8%
3	41	0.7%
.	30	0.5%
5	27	0.5%
Other values (17)	154	2.6%

Han

Value	Count	Frequency (%)
品	2	20.0%
食	2	20.0%
情	1	10.0%
華	1	10.0%
年	1	10.0%
眞	1	10.0%
愛	1	10.0%
美	1	10.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60072	89.4%
ASCII	7138	10.6%
CJK	9	< 0.1%
None	2	< 0.1%
Number Forms	1	< 0.1%
Specials	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	2782	4.6%
식	2344	3.9%
주	1913	3.2%
육	1682	2.8%
리	1457	2.4%
유	1280	2.1%
산	1251	2.1%
우	1128	1.9%
이	1094	1.8%
한	1016	1.7%
Other values (807)	44125	73.5%

ASCII

Value	Count	Frequency (%)
	1876	26.3%
)	1752	24.5%
(	1742	24.4%
-	100	1.4%
2	85	1.2%
S	85	1.2%
e	84	1.2%
1	77	1.1%
a	52	0.7%
o	51	0.7%
Other values (62)	1234	17.3%

CJK

Value	Count	Frequency (%)
品	2	22.2%
食	2	22.2%
情	1	11.1%
華	1	11.1%
眞	1	11.1%
愛	1	11.1%
美	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Specials

Value	Count	Frequency (%)
�	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
年	1	100.0%

None

Value	Count	Frequency (%)
·	1	50.0%
＆	1	50.0%

sitepostno
Text

MISSING

Distinct	2074
Distinct (%)	43.8%
Missing	5264
Missing (%)	52.6%
Memory size	156.2 KiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	28416
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1124 ?
Unique (%)	23.7%

Sample

1st row	613815
2nd row	699914
3rd row	137895
4th row	607804
5th row	607804

Value	Count	Frequency (%)
612020	57	1.2%
지번우편번호	46	1.0%
411410	24	0.5%
406081	21	0.4%
600017	19	0.4%
463420	18	0.4%
608832	17	0.4%
617808	17	0.4%
616852	16	0.3%
612824	15	0.3%
Other values (2064)	4486	94.7%

Most occurring characters

Value	Count	Frequency (%)
0	4529	15.9%
1	4018	14.1%
8	3793	13.3%
6	3356	11.8%
4	2712	9.5%
2	2474	8.7%
3	2426	8.5%
5	1777	6.3%
7	1760	6.2%
9	1295	4.6%
Other values (5)	276	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28140	99.0%
Other Letter	276	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4529	16.1%
1	4018	14.3%
8	3793	13.5%
6	3356	11.9%
4	2712	9.6%
2	2474	8.8%
3	2426	8.6%
5	1777	6.3%
7	1760	6.3%
9	1295	4.6%

Other Letter

Value	Count	Frequency (%)
번	92	33.3%
지	46	16.7%
우	46	16.7%
편	46	16.7%
호	46	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	28140	99.0%
Hangul	276	1.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4529	16.1%
1	4018	14.3%
8	3793	13.5%
6	3356	11.9%
4	2712	9.6%
2	2474	8.8%
3	2426	8.6%
5	1777	6.3%
7	1760	6.3%
9	1295	4.6%

Hangul

Value	Count	Frequency (%)
번	92	33.3%
지	46	16.7%
우	46	16.7%
편	46	16.7%
호	46	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28140	99.0%
Hangul	276	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4529	16.1%
1	4018	14.3%
8	3793	13.5%
6	3356	11.9%
4	2712	9.6%
2	2474	8.8%
3	2426	8.6%
5	1777	6.3%
7	1760	6.3%
9	1295	4.6%

Hangul

Value	Count	Frequency (%)
번	92	33.3%
지	46	16.7%
우	46	16.7%
편	46	16.7%
호	46	16.7%

sitewhladdr
Text

MISSING

Distinct	7977
Distinct (%)	81.6%
Missing	223
Missing (%)	2.2%
Memory size	156.2 KiB

Length

Max length	53
Median length	49
Mean length	25.776823
Min length	13

Characters and Unicode

Total characters	252020
Distinct characters	616
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	6918 ?
Unique (%)	70.8%

Sample

1st row	부산광역시 수영구 남천동 29-13번지
2nd row	제주특별자치도 서귀포시 표선면 표선리 484번지
3rd row	서울특별시 서초구 양재동 287-4 동주빌딩
4th row	부산광역시 연제구 연산동 767-42번지
5th row	부산광역시 수영구 남천동 280번지

Value	Count	Frequency (%)
부산광역시	6430	13.7%
경기도	960	2.0%
서울특별시	752	1.6%
북구	650	1.4%
부산진구	636	1.4%
해운대구	623	1.3%
동래구	586	1.2%
사상구	566	1.2%
사하구	566	1.2%
남구	487	1.0%
Other values (10911)	34694	73.9%

Most occurring characters

Value	Count	Frequency (%)
	46531	18.5%
동	10848	4.3%
1	10601	4.2%
시	9825	3.9%
지	9583	3.8%
번	8864	3.5%
구	8847	3.5%
산	8476	3.4%
부	7894	3.1%
-	7713	3.1%
Other values (606)	122838	48.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	150816	59.8%
Space Separator	46531	18.5%
Decimal Number	45599	18.1%
Dash Punctuation	7713	3.1%
Uppercase Letter	585	0.2%
Other Punctuation	273	0.1%
Open Punctuation	197	0.1%
Close Punctuation	196	0.1%
Lowercase Letter	93	< 0.1%
Math Symbol	13	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10848	7.2%
시	9825	6.5%
지	9583	6.4%
번	8864	5.9%
구	8847	5.9%
산	8476	5.6%
부	7894	5.2%
광	7402	4.9%
역	7033	4.7%
도	2413	1.6%
Other values (535)	69631	46.2%

Uppercase Letter

Value	Count	Frequency (%)
B	82	14.0%
A	76	13.0%
S	64	10.9%
E	51	8.7%
G	50	8.5%
K	38	6.5%
C	29	5.0%
R	25	4.3%
T	23	3.9%
M	23	3.9%
Other values (15)	124	21.2%

Lowercase Letter

Value	Count	Frequency (%)
e	14	15.1%
s	14	15.1%
g	10	10.8%
a	9	9.7%
r	6	6.5%
n	5	5.4%
l	5	5.4%
t	4	4.3%
m	4	4.3%
i	4	4.3%
Other values (8)	18	19.4%

Decimal Number

Value	Count	Frequency (%)
1	10601	23.2%
2	5931	13.0%
3	4595	10.1%
4	4184	9.2%
5	4122	9.0%
0	3701	8.1%
6	3420	7.5%
7	3161	6.9%
8	2983	6.5%
9	2901	6.4%

Other Punctuation

Value	Count	Frequency (%)
,	206	75.5%
.	27	9.9%
@	18	6.6%
?	14	5.1%
/	4	1.5%
'	2	0.7%
&	1	0.4%
:	1	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	196	99.5%
[	1	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	195	99.5%
]	1	0.5%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	50.0%
Ⅱ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	46531	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7713	100.0%

Math Symbol

Value	Count	Frequency (%)
~	13	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	150818	59.8%
Common	100522	39.9%
Latin	680	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10848	7.2%
시	9825	6.5%
지	9583	6.4%
번	8864	5.9%
구	8847	5.9%
산	8476	5.6%
부	7894	5.2%
광	7402	4.9%
역	7033	4.7%
도	2413	1.6%
Other values (536)	69633	46.2%

Latin

Value	Count	Frequency (%)
B	82	12.1%
A	76	11.2%
S	64	9.4%
E	51	7.5%
G	50	7.4%
K	38	5.6%
C	29	4.3%
R	25	3.7%
T	23	3.4%
M	23	3.4%
Other values (35)	219	32.2%

Common

Value	Count	Frequency (%)
	46531	46.3%
1	10601	10.5%
-	7713	7.7%
2	5931	5.9%
3	4595	4.6%
4	4184	4.2%
5	4122	4.1%
0	3701	3.7%
6	3420	3.4%
7	3161	3.1%
Other values (15)	6563	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	150815	59.8%
ASCII	101200	40.2%
None	2	< 0.1%
Number Forms	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	46531	46.0%
1	10601	10.5%
-	7713	7.6%
2	5931	5.9%
3	4595	4.5%
4	4184	4.1%
5	4122	4.1%
0	3701	3.7%
6	3420	3.4%
7	3161	3.1%
Other values (58)	7241	7.2%

Hangul

Value	Count	Frequency (%)
동	10848	7.2%
시	9825	6.5%
지	9583	6.4%
번	8864	5.9%
구	8847	5.9%
산	8476	5.6%
부	7894	5.2%
광	7402	4.9%
역	7033	4.7%
도	2413	1.6%
Other values (534)	69630	46.2%

None

Value	Count	Frequency (%)
㈜	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	50.0%
Ⅱ	1	50.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

rdnpostno
Unsupported

REJECTED UNSUPPORTED

Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

rdnwhladdr
Text

MISSING

Distinct	7380
Distinct (%)	83.4%
Missing	1146
Missing (%)	11.5%
Memory size	156.2 KiB

Length

Max length	67
Median length	57
Mean length	30.831263
Min length	18

Characters and Unicode

Total characters	272980
Distinct characters	677
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	5 ?

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

Unique

Unique	6449 ?
Unique (%)	72.8%

Sample

1st row	제주특별자치도 서귀포시 표선면 표선동서로264번길 22, 2층
2nd row	서울특별시 서초구 논현로11길 6-7, 동주빌딩 302호 (양재동)
3rd row	부산광역시 연제구 고분로20번길 6 (연산동)
4th row	부산광역시 수영구 황령대로489번길 19 (남천동)
5th row	부산광역시 동래구 명륜로 117 (명륜동)

Value	Count	Frequency (%)
부산광역시	5513	10.2%
1층	1273	2.4%
경기도	959	1.8%
서울특별시	752	1.4%
부산진구	600	1.1%
북구	575	1.1%
지하1층	572	1.1%
동래구	519	1.0%
사하구	484	0.9%
사상구	448	0.8%
Other values (9424)	42250	78.3%

Most occurring characters

Value	Count	Frequency (%)
	45123	16.5%
동	10903	4.0%
1	10396	3.8%
시	9220	3.4%
로	8625	3.2%
(	8239	3.0%
)	8235	3.0%
구	8126	3.0%
산	7783	2.9%
부	7304	2.7%
Other values (667)	149026	54.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	165266	60.5%
Space Separator	45123	16.5%
Decimal Number	38859	14.2%
Open Punctuation	8241	3.0%
Close Punctuation	8237	3.0%
Other Punctuation	5244	1.9%
Dash Punctuation	1223	0.4%
Uppercase Letter	663	0.2%
Lowercase Letter	105	< 0.1%
Math Symbol	15	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10903	6.6%
시	9220	5.6%
로	8625	5.2%
구	8126	4.9%
산	7783	4.7%
부	7304	4.4%
광	6652	4.0%
역	6175	3.7%
길	4053	2.5%
대	3595	2.2%
Other values (594)	92830	56.2%

Uppercase Letter

Value	Count	Frequency (%)
B	122	18.4%
A	90	13.6%
S	77	11.6%
G	60	9.0%
E	50	7.5%
K	40	6.0%
C	36	5.4%
M	22	3.3%
N	21	3.2%
T	21	3.2%
Other values (14)	124	18.7%

Lowercase Letter

Value	Count	Frequency (%)
e	15	14.3%
s	13	12.4%
g	12	11.4%
a	11	10.5%
c	6	5.7%
m	6	5.7%
n	5	4.8%
r	5	4.8%
l	5	4.8%
t	5	4.8%
Other values (9)	22	21.0%

Decimal Number

Value	Count	Frequency (%)
1	10396	26.8%
2	5384	13.9%
3	4102	10.6%
0	3360	8.6%
4	3198	8.2%
5	3139	8.1%
6	2632	6.8%
7	2512	6.5%
8	2177	5.6%
9	1959	5.0%

Other Punctuation

Value	Count	Frequency (%)
,	5198	99.1%
.	17	0.3%
?	16	0.3%
@	5	0.1%
/	2	< 0.1%
*	2	< 0.1%
#	1	< 0.1%
&	1	< 0.1%
'	1	< 0.1%
·	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	8239	> 99.9%
[	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	8235	> 99.9%
]	2	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	50.0%
Ⅱ	1	50.0%

Space Separator

Value	Count	Frequency (%)
	45123	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1223	100.0%

Math Symbol

Value	Count	Frequency (%)
~	15	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	165268	60.5%
Common	106942	39.2%
Latin	770	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10903	6.6%
시	9220	5.6%
로	8625	5.2%
구	8126	4.9%
산	7783	4.7%
부	7304	4.4%
광	6652	4.0%
역	6175	3.7%
길	4053	2.5%
대	3595	2.2%
Other values (595)	92832	56.2%

Latin

Value	Count	Frequency (%)
B	122	15.8%
A	90	11.7%
S	77	10.0%
G	60	7.8%
E	50	6.5%
K	40	5.2%
C	36	4.7%
M	22	2.9%
N	21	2.7%
T	21	2.7%
Other values (35)	231	30.0%

Common

Value	Count	Frequency (%)
	45123	42.2%
1	10396	9.7%
(	8239	7.7%
)	8235	7.7%
2	5384	5.0%
,	5198	4.9%
3	4102	3.8%
0	3360	3.1%
4	3198	3.0%
5	3139	2.9%
Other values (17)	10568	9.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	165265	60.5%
ASCII	107709	39.5%
None	3	< 0.1%
Number Forms	2	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45123	41.9%
1	10396	9.7%
(	8239	7.6%
)	8235	7.6%
2	5384	5.0%
,	5198	4.8%
3	4102	3.8%
0	3360	3.1%
4	3198	3.0%
5	3139	2.9%
Other values (59)	11335	10.5%

Hangul

Value	Count	Frequency (%)
동	10903	6.6%
시	9220	5.6%
로	8625	5.2%
구	8126	4.9%
산	7783	4.7%
부	7304	4.4%
광	6652	4.0%
역	6175	3.7%
길	4053	2.5%
대	3595	2.2%
Other values (593)	92829	56.2%

None

Value	Count	Frequency (%)
㈜	2	66.7%
·	1	33.3%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	50.0%
Ⅱ	1	50.0%

apvpermymd
Real number (ℝ)

Distinct	4785
Distinct (%)	47.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20094288

Minimum	19631010
Maximum	20201220
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19631010
5-th percentile	19871030
Q1	20021118
median	20120820
Q3	20190531
95-th percentile	20200907
Maximum	20201220
Range	570210
Interquartile range (IQR)	169413

Descriptive statistics

Standard deviation	108626.88
Coefficient of variation (CV)	0.0054058588
Kurtosis	0.47112184
Mean	20094288
Median Absolute Deviation (MAD)	70287.5
Skewness	-1.0250926
Sum	2.0094288 × 10¹¹
Variance	1.17998 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19980713	58	0.6%
20181116	22	0.2%
20201106	21	0.2%
20190412	21	0.2%
20200117	20	0.2%
20191227	20	0.2%
20190503	19	0.2%
20190208	19	0.2%
20190125	19	0.2%
20200515	19	0.2%
Other values (4775)	9762	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19631010	1	< 0.1%
19651010	2	< 0.1%
19651116	1	< 0.1%
19651124	1	< 0.1%
19651215	1	< 0.1%
19660916	1	< 0.1%
19661001	2	< 0.1%
19661125	1	< 0.1%
19670302	1	< 0.1%
19670811	1	< 0.1%

Value	Count	Frequency (%)
20201220	1	< 0.1%
20201219	2	< 0.1%
20201218	16	0.2%
20201217	6	0.1%
20201216	5	0.1%
20201215	7	0.1%
20201214	6	0.1%
20201213	1	< 0.1%
20201212	1	< 0.1%
20201211	13	0.1%

dcbymd
Text

MISSING

Distinct	2213
Distinct (%)	58.7%
Missing	6228
Missing (%)	62.3%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.6161188
Min length	4

Characters and Unicode

Total characters	28728
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	1454 ?
Unique (%)	38.5%

Sample

1st row	20110401
2nd row	20050118
3rd row	20110603
4th row	20131120
5th row	20171207

Value	Count	Frequency (%)
폐업일자	362	9.6%
20131222	30	0.8%
20170131	16	0.4%
20121213	16	0.4%
20140820	14	0.4%
20060216	14	0.4%
20130607	9	0.2%
20090807	8	0.2%
20060412	8	0.2%
20111230	8	0.2%
Other values (2203)	3287	87.1%

Most occurring characters

Value	Count	Frequency (%)
0	9109	31.7%
2	5830	20.3%
1	5211	18.1%
3	1351	4.7%
6	1123	3.9%
7	1078	3.8%
4	1050	3.7%
5	916	3.2%
8	844	2.9%
9	768	2.7%
Other values (4)	1448	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27280	95.0%
Other Letter	1448	5.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9109	33.4%
2	5830	21.4%
1	5211	19.1%
3	1351	5.0%
6	1123	4.1%
7	1078	4.0%
4	1050	3.8%
5	916	3.4%
8	844	3.1%
9	768	2.8%

Other Letter

Value	Count	Frequency (%)
폐	362	25.0%
업	362	25.0%
일	362	25.0%
자	362	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27280	95.0%
Hangul	1448	5.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9109	33.4%
2	5830	21.4%
1	5211	19.1%
3	1351	5.0%
6	1123	4.1%
7	1078	4.0%
4	1050	3.8%
5	916	3.4%
8	844	3.1%
9	768	2.8%

Hangul

Value	Count	Frequency (%)
폐	362	25.0%
업	362	25.0%
일	362	25.0%
자	362	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27280	95.0%
Hangul	1448	5.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9109	33.4%
2	5830	21.4%
1	5211	19.1%
3	1351	5.0%
6	1123	4.1%
7	1078	4.0%
4	1050	3.8%
5	916	3.4%
8	844	3.1%
9	768	2.8%

Hangul

Value	Count	Frequency (%)
폐	362	25.0%
업	362	25.0%
일	362	25.0%
자	362	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9627
휴업시작일자	362
20060707	1
20130318	1
20110325	1
Other values (8)	8

Length

Max length	8
Median length	4
Mean length	4.0768
Min length	4

Unique

Unique	11 ?
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>	9627	96.3%
휴업시작일자	362	3.6%
20060707	1	< 0.1%
20130318	1	< 0.1%
20110325	1	< 0.1%
20101103	1	< 0.1%
20070621	1	< 0.1%
20111013	1	< 0.1%
20170313	1	< 0.1%
20060420	1	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9627	96.3%
휴업시작일자	362	3.6%
20060707	1	< 0.1%
20130318	1	< 0.1%
20110325	1	< 0.1%
20101103	1	< 0.1%
20070621	1	< 0.1%
20111013	1	< 0.1%
20170313	1	< 0.1%
20060420	1	< 0.1%
Other values (3)	3	< 0.1%

clgenddt
Categorical

IMBALANCE

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9627
휴업종료일자	362
20171231	2
20061231	1
20160317	1
Other values (7)	7

Length

Max length	8
Median length	4
Mean length	4.0768
Min length	4

Unique

Unique	9 ?
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>	9627	96.3%
휴업종료일자	362	3.6%
20171231	2	< 0.1%
20061231	1	< 0.1%
20160317	1	< 0.1%
20120324	1	< 0.1%
20111102	1	< 0.1%
20071231	1	< 0.1%
20121012	1	< 0.1%
20060831	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9627	96.3%
휴업종료일자	362	3.6%
20171231	2	< 0.1%
20061231	1	< 0.1%
20160317	1	< 0.1%
20120324	1	< 0.1%
20111102	1	< 0.1%
20071231	1	< 0.1%
20121012	1	< 0.1%
20060831	1	< 0.1%
Other values (2)	2	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9634
재개업일자	362
20070607	1
20061030	1
20180619	1

Length

Max length	8
Median length	4
Mean length	4.0378
Min length	4

Unique

Unique	4 ?
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>	9634	96.3%
재개업일자	362	3.6%
20070607	1	< 0.1%
20061030	1	< 0.1%
20180619	1	< 0.1%
20081007	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9634	96.3%
재개업일자	362	3.6%
20070607	1	< 0.1%
20061030	1	< 0.1%
20180619	1	< 0.1%
20081007	1	< 0.1%

trdstatenm
Categorical

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

영업/정상	3495
0002	2612
0000	2147
02	796
01	610
Other values (6)	340

Length

Max length	5
Median length	4
Mean length	4.0661
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	02
2nd row	영업/정상
3rd row	영업/정상
4th row	0002
5th row	0002

Common Values

Value	Count	Frequency (%)
영업/정상	3495	34.9%
0002	2612	26.1%
0000	2147	21.5%
02	796	8.0%
01	610	6.1%
0004	252	2.5%
<NA>	58	0.6%
폐업	11	0.1%
0001	10	0.1%
0003	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
영업/정상	3495	34.9%
0002	2612	26.1%
0000	2147	21.5%
02	796	8.0%
01	610	6.1%
0004	252	2.5%
na	58	0.6%
폐업	11	0.1%
0001	10	0.1%
0003	6	0.1%

dtlstatenm
Categorical

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

영업	4012
폐업	3419
정상	2296
말소	252
휴업	10
Other values (3)	11

Length

Max length	4
Median length	2
Mean length	2.0016
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	4012	40.1%
폐업	3419	34.2%
정상	2296	23.0%
말소	252	2.5%
휴업	10	0.1%
행정처분	6	0.1%
영업중	4	< 0.1%
??	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	4012	40.1%
폐업	3419	34.2%
정상	2296	23.0%
말소	252	2.5%
휴업	10	0.1%
행정처분	6	0.1%
영업중	4	< 0.1%
	1	< 0.1%

x
Text

MISSING

Distinct	7198
Distinct (%)	74.3%
Missing	309
Missing (%)	3.1%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.991951
Min length	7

Characters and Unicode

Total characters	193742
Distinct characters	19
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	5932 ?
Unique (%)	61.2%

Sample

1st row	392353.090923
2nd row	184649.620428
3rd row	204145.273488218
4th row	389869.54051300000
5th row	392128.24573200000

Value	Count	Frequency (%)
381223.93770800000	25	0.3%
394015.45385100000	24	0.2%
178006.080301401	19	0.2%
209850.446960528	18	0.2%
381150.24062500000	18	0.2%
200250.447804795	15	0.2%
190107.045415333	15	0.2%
381201.909278	15	0.2%
387443.21456800000	14	0.1%
238047.286715	13	0.1%
Other values (7188)	9515	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	37520	19.4%
	34871	18.0%
3	17270	8.9%
8	14237	7.3%
9	13076	6.7%
1	12375	6.4%
2	12140	6.3%
7	11232	5.8%
4	10547	5.4%
5	10527	5.4%
Other values (9)	19947	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149226	77.0%
Space Separator	34871	18.0%
Other Punctuation	9603	5.0%
Other Letter	24	< 0.1%
Open Punctuation	6	< 0.1%
Uppercase Letter	6	< 0.1%
Close Punctuation	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37520	25.1%
3	17270	11.6%
8	14237	9.5%
9	13076	8.8%
1	12375	8.3%
2	12140	8.1%
7	11232	7.5%
4	10547	7.1%
5	10527	7.1%
6	10302	6.9%

Other Letter

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

Space Separator

Value	Count	Frequency (%)
	34871	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9603	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193712	> 99.9%
Hangul	24	< 0.1%
Latin	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37520	19.4%
	34871	18.0%
3	17270	8.9%
8	14237	7.3%
9	13076	6.8%
1	12375	6.4%
2	12140	6.3%
7	11232	5.8%
4	10547	5.4%
5	10527	5.4%
Other values (4)	19917	10.3%

Hangul

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

Latin

Value	Count	Frequency (%)
X	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193718	> 99.9%
Hangul	24	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37520	19.4%
	34871	18.0%
3	17270	8.9%
8	14237	7.3%
9	13076	6.8%
1	12375	6.4%
2	12140	6.3%
7	11232	5.8%
4	10547	5.4%
5	10527	5.4%
Other values (5)	19923	10.3%

Hangul

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

y
Text

MISSING

Distinct	7197
Distinct (%)	74.3%
Missing	309
Missing (%)	3.1%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.991951
Min length	7

Characters and Unicode

Total characters	193742
Distinct characters	21
Distinct categories	8 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	5930 ?
Unique (%)	61.2%

Sample

1st row	185461.806335
2nd row	-18767.8647766
3rd row	441308.474903399
4th row	189653.15547800000
5th row	184563.69511100000

Value	Count	Frequency (%)
184549.28339000000	25	0.3%
187900.93961700000	24	0.2%
462865.812502378	19	0.2%
432304.149379043	18	0.2%
190717.70395600000	18	0.2%
444683.220506107	15	0.2%
445157.626366229	15	0.2%
184537.273724	15	0.2%
186484.77508400000	14	0.1%
349368.880808	13	0.1%
Other values (7187)	9515	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	36546	18.9%
	34908	18.0%
1	17427	9.0%
8	13726	7.1%
4	13106	6.8%
9	12949	6.7%
7	11498	5.9%
3	11162	5.8%
2	11071	5.7%
6	10957	5.7%
Other values (11)	20392	10.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149161	77.0%
Space Separator	34908	18.0%
Other Punctuation	9604	5.0%
Other Letter	24	< 0.1%
Dash Punctuation	23	< 0.1%
Close Punctuation	10	< 0.1%
Open Punctuation	6	< 0.1%
Uppercase Letter	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36546	24.5%
1	17427	11.7%
8	13726	9.2%
4	13106	8.8%
9	12949	8.7%
7	11498	7.7%
3	11162	7.5%
2	11071	7.4%
6	10957	7.3%
5	10719	7.2%

Other Letter

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	60.0%
]	4	40.0%

Space Separator

Value	Count	Frequency (%)
	34908	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9604	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193712	> 99.9%
Hangul	24	< 0.1%
Latin	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36546	18.9%
	34908	18.0%
1	17427	9.0%
8	13726	7.1%
4	13106	6.8%
9	12949	6.7%
7	11498	5.9%
3	11162	5.8%
2	11071	5.7%
6	10957	5.7%
Other values (6)	20362	10.5%

Hangul

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

Latin

Value	Count	Frequency (%)
Y	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193718	> 99.9%
Hangul	24	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36546	18.9%
	34908	18.0%
1	17427	9.0%
8	13726	7.1%
4	13106	6.8%
9	12949	6.7%
7	11498	5.9%
3	11162	5.8%
2	11071	5.7%
6	10957	5.7%
Other values (7)	20368	10.5%

Hangul

Value	Count	Frequency (%)
좌	6	25.0%
표	6	25.0%
정	6	25.0%
보	6	25.0%

lastmodts
Real number (ℝ)

Distinct	9531
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0145558 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.020122 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990315 × 10¹³
5-th percentile	2.0040324 × 10¹³
Q1	2.011111 × 10¹³
median	2.016102 × 10¹³
Q3	2.0190531 × 10¹³
95-th percentile	2.0200907 × 10¹³
Maximum	2.020122 × 10¹³
Range	2.1090514 × 10¹¹
Interquartile range (IQR)	7.9420991 × 10¹⁰

Descriptive statistics

Standard deviation	5.280007 × 10¹⁰
Coefficient of variation (CV)	0.0026209286
Kurtosis	-0.44030177
Mean	2.0145558 × 10¹³
Median Absolute Deviation (MAD)	3.0198999 × 10¹⁰
Skewness	-0.84309904
Sum	2.0145558 × 10¹⁷
Variance	2.7878474 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20061226000000	16	0.2%
20050614000000	11	0.1%
20020802000000	9	0.1%
20040823000000	7	0.1%
20050525000000	6	0.1%
20050615000000	5	0.1%
20020704000000	5	0.1%
19990318000000	4	< 0.1%
20190503161545	4	< 0.1%
19990317000000	4	< 0.1%
Other values (9521)	9929	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990315000000	3	< 0.1%
19990316000000	3	< 0.1%
19990317000000	4	< 0.1%
19990318000000	4	< 0.1%
19990319000000	4	< 0.1%
19990323000000	1	< 0.1%
19990324000000	1	< 0.1%
19990520000000	1	< 0.1%
19990610000000	1	< 0.1%
19990716000000	1	< 0.1%

Value	Count	Frequency (%)
20201220142437	1	< 0.1%
20201219173343	1	< 0.1%
20201219173013	1	< 0.1%
20201218174754	1	< 0.1%
20201218172026	2	< 0.1%
20201218164433	1	< 0.1%
20201218152229	2	< 0.1%
20201218143910	1	< 0.1%
20201218141525	1	< 0.1%
20201218135303	1	< 0.1%

uptaenm
Categorical

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

식육판매업	4028
즉석판매제조가공업	2810
제과점영업	1408
우유류판매업	683
<NA>	397
Other values (15)	674

Length

Max length	13
Median length	5
Mean length	6.436
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식육판매업	4028	40.3%
즉석판매제조가공업	2810	28.1%
제과점영업	1408	14.1%
우유류판매업	683	6.8%
<NA>	397	4.0%
축산물유통전문판매업	143	1.4%
축산물수입판매업	125	1.2%
집단급식소 식품판매업	108	1.1%
건강기능식품유통전문판매업	71	0.7%
식용란수집판매업	66	0.7%
Other values (10)	161	1.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
식육판매업	4028	39.7%
즉석판매제조가공업	2810	27.7%
제과점영업	1408	13.9%
우유류판매업	683	6.7%
na	397	3.9%
축산물유통전문판매업	143	1.4%
축산물수입판매업	125	1.2%
집단급식소	108	1.1%
식품판매업	108	1.1%
건강기능식품유통전문판매업	71	0.7%
Other values (11)	257	2.5%

sitetel
Text

MISSING

Distinct	84
Distinct (%)	0.9%
Missing	278
Missing (%)	2.8%
Memory size	156.2 KiB

Length

Max length	12
Median length	12
Mean length	11.964616
Min length	4

Characters and Unicode

Total characters	116320
Distinct characters	16
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	72 ?
Unique (%)	0.7%

Sample

1st row	051-123-1234
2nd row	051-123-1234
3rd row	070 46105577
4th row	051-123-1234
5th row	051-123-1234

Value	Count	Frequency (%)
051-123-1234	9587	97.4%
전화번호	40	0.4%
02	18	0.2%
070	12	0.1%
031	10	0.1%
062	6	0.1%
054	4	< 0.1%
26629884	4	< 0.1%
051	4	< 0.1%
041	4	< 0.1%
Other values (126)	154	1.6%

Most occurring characters

Value	Count	Frequency (%)
1	28852	24.8%
2	19300	16.6%
3	19268	16.6%
-	19203	16.5%
0	9758	8.4%
5	9696	8.3%
4	9673	8.3%
	137	0.1%
8	83	0.1%
6	69	0.1%
Other values (6)	281	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96820	83.2%
Dash Punctuation	19203	16.5%
Other Letter	160	0.1%
Space Separator	137	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28852	29.8%
2	19300	19.9%
3	19268	19.9%
0	9758	10.1%
5	9696	10.0%
4	9673	10.0%
8	83	0.1%
6	69	0.1%
7	61	0.1%
9	60	0.1%

Other Letter

Value	Count	Frequency (%)
전	40	25.0%
화	40	25.0%
번	40	25.0%
호	40	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19203	100.0%

Space Separator

Value	Count	Frequency (%)
	137	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	116160	99.9%
Hangul	160	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28852	24.8%
2	19300	16.6%
3	19268	16.6%
-	19203	16.5%
0	9758	8.4%
5	9696	8.3%
4	9673	8.3%
	137	0.1%
8	83	0.1%
6	69	0.1%
Other values (2)	121	0.1%

Hangul

Value	Count	Frequency (%)
전	40	25.0%
화	40	25.0%
번	40	25.0%
호	40	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	116160	99.9%
Hangul	160	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28852	24.8%
2	19300	16.6%
3	19268	16.6%
-	19203	16.5%
0	9758	8.4%
5	9696	8.3%
4	9673	8.3%
	137	0.1%
8	83	0.1%
6	69	0.1%
Other values (2)	121	0.1%

Hangul

Value	Count	Frequency (%)
전	40	25.0%
화	40	25.0%
번	40	25.0%
호	40	25.0%

bdngownsenm
Categorical

IMBALANCE

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

<NA>	8606
자가	742
임대	408
건물소유구분명	244

Length

Max length	7
Median length	4
Mean length	3.8432
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8606	86.1%
자가	742	7.4%
임대	408	4.1%
건물소유구분명	244	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8606	86.1%
자가	742	7.4%
임대	408	4.1%
건물소유구분명	244	2.4%

fctyowkepcnt
Categorical

IMBALANCE

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

<NA>	9542
공장사무직종업원수	347
0	105
1	4
2	2

Length

Max length	9
Median length	4
Mean length	4.1402
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>	9542	95.4%
공장사무직종업원수	347	3.5%
0	105	1.1%
1	4	< 0.1%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9542	95.4%
공장사무직종업원수	347	3.5%
0	105	1.1%
1	4	< 0.1%
2	2	< 0.1%

fctypdtjobepcnt
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9535
공장생산직종업원수	345
0	105
1	11
2	2
Other values (2)	2

Length

Max length	9
Median length	4
Mean length	4.1365
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>	9535	95.3%
공장생산직종업원수	345	3.5%
0	105	1.1%
1	11	0.1%
2	2	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9535	95.3%
공장생산직종업원수	345	3.5%
0	105	1.1%
1	11	0.1%
2	2	< 0.1%
6	1	< 0.1%
4	1	< 0.1%

fctysiljobepcnt
Categorical

IMBALANCE

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

<NA>	9542
공장판매직종업원수	348
0	106
1	4

Length

Max length	9
Median length	4
Mean length	4.141
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>	9542	95.4%
공장판매직종업원수	348	3.5%
0	106	1.1%
1	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9542	95.4%
공장판매직종업원수	348	3.5%
0	106	1.1%
1	4	< 0.1%

rgtmbdsno
Categorical

IMBALANCE

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

000	4580
<NA>	4492
L00	587
권리주체일련번호	331
100	3
Other values (3)	7

Length

Max length	8
Median length	3
Mean length	3.6147
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	000
5th row	000

Common Values

Value	Count	Frequency (%)
000	4580	45.8%
<NA>	4492	44.9%
L00	587	5.9%
권리주체일련번호	331	3.3%
100	3	< 0.1%
010	3	< 0.1%
L01	2	< 0.1%
F00	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
000	4580	45.8%
na	4492	44.9%
l00	587	5.9%
권리주체일련번호	331	3.3%
100	3	< 0.1%
010	3	< 0.1%
l01	2	< 0.1%
f00	2	< 0.1%

wtrsplyfacilsenm
Categorical

IMBALANCE

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

<NA>	8540
상수도전용	1123
급수시설구분명	320
지하수전용	13
간이상수도	4

Length

Max length	7
Median length	4
Mean length	4.21
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8540	85.4%
상수도전용	1123	11.2%
급수시설구분명	320	3.2%
지하수전용	13	0.1%
간이상수도	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8540	85.4%
상수도전용	1123	11.2%
급수시설구분명	320	3.2%
지하수전용	13	0.1%
간이상수도	4	< 0.1%

maneipcnt
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9092
0	507
남성종사자수	362
1	30
2	6
Other values (2)	3

Length

Max length	6
Median length	4
Mean length	3.9086
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9092	90.9%
0	507	5.1%
남성종사자수	362	3.6%
1	30	0.3%
2	6	0.1%
3	2	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9092	90.9%
0	507	5.1%
남성종사자수	362	3.6%
1	30	0.3%
2	6	0.1%
3	2	< 0.1%
4	1	< 0.1%

multusnupsoyn
Categorical

IMBALANCE

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

N	9946
<NA>	30
다	13
Y	11

Length

Max length	4
Median length	1
Mean length	1.009
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
N	9946	99.5%
<NA>	30	0.3%
다	13	0.1%
Y	11	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	9946	99.5%
na	30	0.3%
다	13	0.1%
y	11	0.1%

lvsenm
Categorical

IMBALANCE

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

<NA>	9218
등급구분명	362
기타	293
자율	124
우수	2

Length

Max length	5
Median length	4
Mean length	3.9522
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9218	92.2%
등급구분명	362	3.6%
기타	293	2.9%
자율	124	1.2%
우수	2	< 0.1%
관리	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9218	92.2%
등급구분명	362	3.6%
기타	293	2.9%
자율	124	1.2%
우수	2	< 0.1%
관리	1	< 0.1%

isream
Categorical

IMBALANCE

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

<NA>	9632
보증액	362
0	5
5000000	1

Length

Max length	7
Median length	4
Mean length	3.9626
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>	9632	96.3%
보증액	362	3.6%
0	5	0.1%
5000000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9632	96.3%
보증액	362	3.6%
0	5	< 0.1%
5000000	1	< 0.1%

hoffepcnt
Categorical

IMBALANCE

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

<NA>	9543
본사종업원수	348
0	107
1	2

Length

Max length	6
Median length	4
Mean length	4.0369
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>	9543	95.4%
본사종업원수	348	3.5%
0	107	1.1%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9543	95.4%
본사종업원수	348	3.5%
0	107	1.1%
1	2	< 0.1%

equsiz
Categorical

IMBALANCE

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

<NA>	9638
설비규격	362

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>	9638	96.4%
설비규격	362	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9638	96.4%
설비규격	362	3.6%

faciltotscp
Text

MISSING

Distinct	1207
Distinct (%)	24.9%
Missing	5148
Missing (%)	51.5%
Memory size	156.2 KiB

Length

Max length	6
Median length	1
Mean length	2.1032564
Min length	1

Characters and Unicode

Total characters	10205
Distinct characters	16
Distinct categories	3 ?
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	1030 ?
Unique (%)	21.2%

Sample

1st row	50.34
2nd row	0
3rd row	0
4th row	82.27
5th row	19

Value	Count	Frequency (%)
0	3192	65.8%
3.3	46	0.9%
시설총규모	33	0.7%
10	20	0.4%
6.6	19	0.4%
20	10	0.2%
33	9	0.2%
25	9	0.2%
36	8	0.2%
9.9	8	0.2%
Other values (1196)	1498	30.9%

Most occurring characters

Value	Count	Frequency (%)
0	3518	34.5%
.	1374	13.5%
2	749	7.3%
1	711	7.0%
3	659	6.5%
4	581	5.7%
6	580	5.7%
5	570	5.6%
8	473	4.6%
9	422	4.1%
Other values (6)	568	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8666	84.9%
Other Punctuation	1374	13.5%
Other Letter	165	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3518	40.6%
2	749	8.6%
1	711	8.2%
3	659	7.6%
4	581	6.7%
6	580	6.7%
5	570	6.6%
8	473	5.5%
9	422	4.9%
7	403	4.7%

Other Letter

Value	Count	Frequency (%)
시	33	20.0%
설	33	20.0%
총	33	20.0%
규	33	20.0%
모	33	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	1374	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10040	98.4%
Hangul	165	1.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3518	35.0%
.	1374	13.7%
2	749	7.5%
1	711	7.1%
3	659	6.6%
4	581	5.8%
6	580	5.8%
5	570	5.7%
8	473	4.7%
9	422	4.2%

Hangul

Value	Count	Frequency (%)
시	33	20.0%
설	33	20.0%
총	33	20.0%
규	33	20.0%
모	33	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10040	98.4%
Hangul	165	1.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3518	35.0%
.	1374	13.7%
2	749	7.5%
1	711	7.1%
3	659	6.6%
4	581	5.8%
6	580	5.8%
5	570	5.7%
8	473	4.7%
9	422	4.2%

Hangul

Value	Count	Frequency (%)
시	33	20.0%
설	33	20.0%
총	33	20.0%
규	33	20.0%
모	33	20.0%

wmeipcnt
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9086
0	504
여성종사자수	362
1	39
2	6
Other values (2)	3

Length

Max length	6
Median length	4
Mean length	3.9069
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	9086	90.9%
0	504	5.0%
여성종사자수	362	3.6%
1	39	0.4%
2	6	0.1%
4	2	< 0.1%
11	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9086	90.9%
0	504	5.0%
여성종사자수	362	3.6%
1	39	0.4%
2	6	0.1%
4	2	< 0.1%
11	1	< 0.1%

trdpjubnsenm
Categorical

IMBALANCE

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

<NA>	9133
영업장주변구분명	362
기타	351
주택가주변	75
아파트지역	57
Other values (3)	22

Length

Max length	8
Median length	4
Mean length	4.0965
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9133	91.3%
영업장주변구분명	362	3.6%
기타	351	3.5%
주택가주변	75	0.8%
아파트지역	57	0.6%
유흥업소밀집지역	16	0.2%
학교정화(상대)	5	0.1%
결혼예식장주변	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9133	91.3%
영업장주변구분명	362	3.6%
기타	351	3.5%
주택가주변	75	0.8%
아파트지역	57	0.6%
유흥업소밀집지역	16	0.2%
학교정화(상대	5	< 0.1%
결혼예식장주변	1	< 0.1%

monam
Categorical

IMBALANCE

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

<NA>	9632
월세액	362
0	5
400000	1

Length

Max length	6
Median length	4
Mean length	3.9625
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>	9632	96.3%
월세액	362	3.6%
0	5	0.1%
400000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9632	96.3%
월세액	362	3.6%
0	5	< 0.1%
400000	1	< 0.1%

sntuptaenm
Categorical

IMBALANCE

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5148
즉석판매제조가공업	2810
제과점영업	1408
전자상거래(통신판매업)	190
집단급식소 식품판매업	108
Other values (15)	336

Length

Max length	14
Median length	4
Mean length	5.8824
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	제과점영업
2nd row	즉석판매제조가공업
3rd row	전자상거래(통신판매업)
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	5148	51.5%
즉석판매제조가공업	2810	28.1%
제과점영업	1408	14.1%
전자상거래(통신판매업)	190	1.9%
집단급식소 식품판매업	108	1.1%
영업장판매	102	1.0%
건강기능식품유통전문판매업	71	0.7%
방문판매	36	0.4%
위생업태명	33	0.3%
기타 식품제조가공업	30	0.3%
Other values (10)	64	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5148	50.7%
즉석판매제조가공업	2810	27.7%
제과점영업	1408	13.9%
전자상거래(통신판매업	190	1.9%
집단급식소	108	1.1%
식품판매업	108	1.1%
영업장판매	102	1.0%
건강기능식품유통전문판매업	71	0.7%
기타	47	0.5%
방문판매	36	0.4%
Other values (12)	120	1.2%

jtupsomainedf
Categorical

IMBALANCE

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

<NA>	9638
전통업소주된음식	362

Length

Max length	8
Median length	4
Mean length	4.1448
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>	9638	96.4%
전통업소주된음식	362	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9638	96.4%
전통업소주된음식	362	3.6%

jtupsoasgnno
Categorical

IMBALANCE

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

<NA>	9638
전통업소지정번호	362

Length

Max length	8
Median length	4
Mean length	4.1448
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>	9638	96.4%
전통업소지정번호	362	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9638	96.4%
전통업소지정번호	362	3.6%

totepnum
Categorical

IMBALANCE

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	4607
식육판매업	3998
우유류판매업	680
총종업원수	361
축산물유통전문판매업	130
Other values (8)	224

Length

Max length	10
Median length	8
Mean length	4.7424
Min length	1

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4607	46.1%
식육판매업	3998	40.0%
우유류판매업	680	6.8%
총종업원수	361	3.6%
축산물유통전문판매업	130	1.3%
축산물수입판매업	125	1.2%
식용란수집판매업	63	0.6%
식육부산물전문판매업	31	0.3%
3	1	< 0.1%
6	1	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4607	46.1%
식육판매업	3998	40.0%
우유류판매업	680	6.8%
총종업원수	361	3.6%
축산물유통전문판매업	130	1.3%
축산물수입판매업	125	1.2%
식용란수집판매업	63	0.6%
식육부산물전문판매업	31	0.3%
3	1	< 0.1%
6	1	< 0.1%
Other values (3)	3	< 0.1%

lindprcbgbnnm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

축산물판매업	5027
<NA>	4562
축산물가공업구분명	349
식육판매업	30
축산물유통전문판매업	13
Other values (5)	19

Length

Max length	10
Median length	6
Mean length	5.1963
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
축산물판매업	5027	50.3%
<NA>	4562	45.6%
축산물가공업구분명	349	3.5%
식육판매업	30	0.3%
축산물유통전문판매업	13	0.1%
식육가공업	5	0.1%
식육포장처리업	5	0.1%
식용란수집판매업	3	< 0.1%
식육부산물전문판매업	3	< 0.1%
우유류판매업	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
축산물판매업	5027	50.3%
na	4562	45.6%
축산물가공업구분명	349	3.5%
식육판매업	30	0.3%
축산물유통전문판매업	13	0.1%
식육가공업	5	< 0.1%
식육포장처리업	5	< 0.1%
식용란수집판매업	3	< 0.1%
식육부산물전문판매업	3	< 0.1%
우유류판매업	3	< 0.1%

lindjobgbnnm
Categorical

IMBALANCE

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

<NA>	9519
축산업무구분명	331
축산물운반업	53
축산물판매업	52
축산물보관업	34
Other values (3)	11

Length

Max length	7
Median length	4
Mean length	4.1295
Min length	3

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>	9519	95.2%
축산업무구분명	331	3.3%
축산물운반업	53	0.5%
축산물판매업	52	0.5%
축산물보관업	34	0.3%
축산물가공업	5	0.1%
식육포장처리업	5	0.1%
집유업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9519	95.2%
축산업무구분명	331	3.3%
축산물운반업	53	0.5%
축산물판매업	52	0.5%
축산물보관업	34	0.3%
축산물가공업	5	< 0.1%
식육포장처리업	5	< 0.1%
집유업	1	< 0.1%

lindseqno
Categorical

IMBALANCE

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

<NA>	9638
축산일련번호	362

Length

Max length	6
Median length	4
Mean length	4.0724
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>	9638	96.4%
축산일련번호	362	3.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9638	96.4%
축산일련번호	362	3.6%

homepage
Categorical

IMBALANCE

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

<NA>	9637
홈페이지	362
https://smartstore.naver.com/navidstore	1

Length

Max length	39
Median length	4
Mean length	4.0035
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>	9637	96.4%
홈페이지	362	3.6%
https://smartstore.naver.com/navidstore	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9637	96.4%
홈페이지	362	3.6%
https://smartstore.naver.com/navidstore	1	< 0.1%

last_load_dttm
Categorical

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

2020-12-22 14:06:00	2649
2020-12-22 14:06:01	2563
2020-12-22 14:06:02	2458
2020-12-22 14:06:03	2330

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-12-22 14:06:02
2nd row	2020-12-22 14:06:02
3rd row	2020-12-22 14:06:03
4th row	2020-12-22 14:06:01
5th row	2020-12-22 14:06:01

Common Values

Value	Count	Frequency (%)
2020-12-22 14:06:00	2649	26.5%
2020-12-22 14:06:01	2563	25.6%
2020-12-22 14:06:02	2458	24.6%
2020-12-22 14:06:03	2330	23.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020-12-22	10000	50.0%
14:06:00	2649	13.2%
14:06:01	2563	12.8%
14:06:02	2458	12.3%
14:06:03	2330	11.7%

First rows
Last rows

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngownsenm	fctyowkepcnt	fctypdtjobepcnt	fctysiljobepcnt	rgtmbdsno	wtrsplyfacilsenm	maneipcnt	multusnupsoyn	lvsenm	isream	hoffepcnt	equsiz	faciltotscp	wmeipcnt	trdpjubnsenm	monam	sntuptaenm	jtupsomainedf	jtupsoasgnno	totepnum	lindprcbgbnnm	lindjobgbnnm	lindseqno	homepage	last_load_dttm
12066	12069	3380000	3380000-121-2000-03772	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	크라운베이커리 부산 남천점	613815	부산광역시 수영구 남천동 29-13번지	48947	<NA>	20000322	20110401	<NA>	<NA>	<NA>	02	폐업	392353.090923	185461.806335	20041008000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	자율	<NA>	<NA>	<NA>	50.34	0	유흥업소밀집지역	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
14633	14634	6520000	6520000-107-2019-00078	07_22_19_P	I	2019-06-23 02:21:37.0	즉석판매제조가공업	바타타식탁	699914	제주특별자치도 서귀포시 표선면 표선리 484번지	63629	제주특별자치도 서귀포시 표선면 표선동서로264번길 22, 2층	20190621	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	184649.620428	-18767.8647766	20190621165026	즉석판매제조가공업	051-123-1234	자가	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
18684	18685	3210000	3210000-134-2020-00392	07_22_03_P	I	2020-10-25 00:23:29.0	건강기능식품일반판매업	(주)케이비맵	137895	서울특별시 서초구 양재동 287-4 동주빌딩	06782	서울특별시 서초구 논현로11길 6-7, 동주빌딩 302호 (양재동)	20201023	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	204145.273488218	441308.474903399	20201023160531	<NA>	070 46105577	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	전자상거래(통신판매업)	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:03
7382	7375	3370000	337000000920010012	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	부광식육점	<NA>	부산광역시 연제구 연산동 767-42번지	48947	부산광역시 연제구 고분로20번길 6 (연산동)	20011127	20050118	<NA>	<NA>	<NA>	0002	폐업	389869.54051300000	189653.15547800000	20050118170657	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
8025	8025	3380000	338000000920090026	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	영남해장국식육점	<NA>	부산광역시 수영구 남천동 280번지	48947	부산광역시 수영구 황령대로489번길 19 (남천동)	20090723	20110603	<NA>	<NA>	<NA>	0002	폐업	392128.24573200000	184563.69511100000	20110603181548	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
10433	10435	3300000	3300000-121-2002-00003	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	던킨도너츠명륜점	607804	부산광역시 동래구 명륜동 446-4번지	47738	부산광역시 동래구 명륜로 117 (명륜동)	20020507	20131120	<NA>	<NA>	<NA>	02	폐업	389656.43299700000	191730.42721800000	20030317000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	<NA>	<NA>	<NA>	<NA>	82.27	0	유흥업소밀집지역	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
80	83	3250000	325000000920170006	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	금오생고기	<NA>	<NA>	48966	부산광역시 중구 보수대로 94 (보수동3가, 보수종합시장)	20160513	20171207	<NA>	<NA>	<NA>	0002	폐업	384345.89484100000	180527.12441400000	20171207133708	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:00
9552	9558	3400000	340000000920070016	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	동양마트월내점	<NA>	부산광역시 기장군 장안읍 길천리 207-3번지	48947	부산광역시 기장군 장안읍 해맞이로 424	20071226	20120318	<NA>	<NA>	<NA>	0002	폐업	407499.62747600000	206002.50653200000	20120402133151	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
10460	10461	3300000	3300000-121-1993-00001	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	신라당 명과	607804	부산광역시 동래구 명륜동 553-12번지	48947	<NA>	19930422	20080416	<NA>	<NA>	<NA>	02	폐업	389473.737572	191889.083870	19990317000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	기타	<NA>	<NA>	<NA>	19	0	기타	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
15260	15261	3020000	3020000-107-2019-00125	07_22_19_P	I	2019-10-06 00:22:43.0	즉석판매제조가공업	아띠몽	140780	서울특별시 용산구 한강로3가 40-999번지	4377	서울특별시 용산구 한강대로23길 55, 용산아이파크몰 6층 (한강로3가)	20191004	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	196762.077394917	447480.039577359	20191004172527	즉석판매제조가공업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngownsenm	fctyowkepcnt	fctypdtjobepcnt	fctysiljobepcnt	rgtmbdsno	wtrsplyfacilsenm	maneipcnt	multusnupsoyn	lvsenm	isream	hoffepcnt	equsiz	faciltotscp	wmeipcnt	trdpjubnsenm	monam	sntuptaenm	jtupsomainedf	jtupsoasgnno	totepnum	lindprcbgbnnm	lindjobgbnnm	lindseqno	homepage	last_load_dttm
1763	1759	3290000	329000000920050010	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	삼길유통	<NA>	부산광역시 부산진구 전포동 191-109번지 대동연립1동 지하1층	48947	부산광역시 부산진구 동성로96번길 59 (전포동,대동연립1동 지하1층)	20050321	<NA>	<NA>	<NA>	<NA>	0000	정상	388603.68925700000	186919.90698800000	20050321092510	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:00
5997	3995	3320000	332000000920010007	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	매일식육점	<NA>	부산광역시 북구 만덕동 909-9번지	48947	부산광역시 북구 만덕3로48번가길 21 (만덕동)	20011220	20060323	<NA>	<NA>	<NA>	0002	폐업	384630.81187700000	192444.82491600000	20060323180041	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
18947	18948	3180000	3180000-107-2020-00569	07_22_19_P	I	2020-11-22 00:23:08.0	즉석판매제조가공업	주)위찬	150796	서울특별시 영등포구 여의도동 42 한양아파트	07340	서울특별시 영등포구 국제금융로 79 (여의도동, 한양아파트)	20201120	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	193963.563089797	446584.550237569	20201120141611	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:03
11548	11547	3350000	3350000-121-2015-00011	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	본슈아라크렘	609839	부산광역시 금정구 장전동 292-4번지	46291	부산광역시 금정구 장전로12번길 55, 1116호,1117호,1118호,1119호 (장전동, 라퓨타아일랜드)	20151116	<NA>	<NA>	<NA>	<NA>	01	영업	390099.23809100000	194622.20113100000	20151116144111	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	45	<NA>	<NA>	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
5290	5288	3340000	334000000919970008	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	영천식육점	<NA>	부산광역시 사하구 하단동 870-24번지	48947	부산광역시 사하구 낙동남로1353번길 24 (하단동)	19970818	20131222	<NA>	<NA>	<NA>	0002	폐업	378697.51830000000	180795.16903800000	20140414175422	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
8472	8475	3390000	339000000920030017	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	합천식육점	<NA>	부산광역시 사상구 괘법동 551-13번지	48947	부산광역시 사상구 광장로104번길 40 (괘법동)	20030503	<NA>	<NA>	<NA>	<NA>	0004	말소	381148.98377400000	186690.13537200000	20140110101947	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
8444	8446	3390000	339000000919940012	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	항도유통	<NA>	부산광역시 사상구 엄궁동 645-3번지 상가 79호	47032	부산광역시 사상구 농산물시장로25번길 70 (엄궁동)	19940520	<NA>	<NA>	<NA>	<NA>	0000	정상	379415.47295000000	183348.01070300000	20180716143427	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01
16370	16371	3970000	3970000-107-2020-00007	07_22_19_P	I	2020-01-30 00:23:24.0	즉석판매제조가공업	농촌사랑 주식회사	427800	경기도 과천시 별양동 1-19번지 이마트 과천점	13837	경기도 과천시 별양상가3로 11, 이마트 과천점 지하1층 (별양동)	20200128	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	199209.021144538	436019.965418918	20200128173838	즉석판매제조가공업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:03
10658	10660	3310000	3310000-121-2003-00002	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	옵스	608832	부산광역시 남구 용호동 176-30번지 엘지메트로시티 1005동 111호	48516	부산광역시 남구 분포로 113, 1005동 111호 (용호동, 엘지메트로시티)	20031021	<NA>	<NA>	<NA>	<NA>	01	영업	392456.73180800000	183776.52526400000	20151229162418	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	<NA>	<NA>	<NA>	<NA>	0	0	아파트지역	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2020-12-22 14:06:02
9457	9462	3400000	340000000920010010	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	이진식육점	<NA>	부산광역시 기장군 기장읍 서부리 392-1번지	48947	부산광역시 기장군 기장읍 배산로8번길 48	20011121	20060704	<NA>	<NA>	<NA>	0002	폐업	401100.42451000000	197150.46000100000	20060704144656	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2020-12-22 14:06:01

Overview

Variables

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Decimal Number

Dash Punctuation

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Most frequent character per script

Common

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ASCII

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

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Math Symbol

Modifier Symbol

Letter Number

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

CJK

Number Forms

Specials

CJK Compat Ideographs

None

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Letter Number

Space Separator

Dash Punctuation

Math Symbol

Other Symbol

Most occurring scripts