gimi9 Pandas Profiling

Dataset statistics

Number of variables	49
Number of observations	10000
Missing cells	18739
Missing cells (%)	3.8%
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	32
DateTime	2
Unsupported	1

Dataset

Description	2021-02-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052601180000

Alerts

`opnsvcid` is highly imbalanced (56.3%)	Imbalance
`updategbn` is highly imbalanced (99.1%)	Imbalance
`opnsvcnm` is highly imbalanced (67.2%)	Imbalance
`clgstdt` is highly imbalanced (93.7%)	Imbalance
`clgenddt` is highly imbalanced (93.1%)	Imbalance
`ropnymd` is highly imbalanced (91.3%)	Imbalance
`bdngownsenm` is highly imbalanced (60.0%)	Imbalance
`fctyowkepcnt` is highly imbalanced (86.1%)	Imbalance
`fctypdtjobepcnt` is highly imbalanced (88.8%)	Imbalance
`fctysiljobepcnt` is highly imbalanced (83.7%)	Imbalance
`rgtmbdsno` is highly imbalanced (54.2%)	Imbalance
`wtrsplyfacilsenm` is highly imbalanced (68.6%)	Imbalance
`maneipcnt` is highly imbalanced (79.5%)	Imbalance
`multusnupsoyn` is highly imbalanced (97.0%)	Imbalance
`lvsenm` is highly imbalanced (80.6%)	Imbalance
`isream` is highly imbalanced (91.7%)	Imbalance
`hoffepcnt` is highly imbalanced (84.0%)	Imbalance
`equsiz` is highly imbalanced (76.3%)	Imbalance
`wmeipcnt` is highly imbalanced (79.5%)	Imbalance
`trdpjubnsenm` is highly imbalanced (78.5%)	Imbalance
`monam` is highly imbalanced (90.5%)	Imbalance
`sntuptaenm` is highly imbalanced (58.5%)	Imbalance
`jtupsomainedf` is highly imbalanced (76.3%)	Imbalance
`jtupsoasgnno` is highly imbalanced (76.3%)	Imbalance
`totepnum` is highly imbalanced (53.9%)	Imbalance
`lindprcbgbnnm` is highly imbalanced (62.1%)	Imbalance
`lindjobgbnnm` is highly imbalanced (88.0%)	Imbalance
`lindseqno` is highly imbalanced (76.3%)	Imbalance
`homepage` is highly imbalanced (84.9%)	Imbalance
`sitepostno` has 5172 (51.7%) missing values	Missing
`sitewhladdr` has 229 (2.3%) missing values	Missing
`rdnwhladdr` has 1111 (11.1%) missing values	Missing
`dcbymd` has 6220 (62.2%) missing values	Missing
`x` has 284 (2.8%) missing values	Missing
`y` has 284 (2.8%) missing values	Missing
`sitetel` has 380 (3.8%) missing values	Missing
`faciltotscp` has 5056 (50.6%) 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 08:58:27.326873
Analysis finished	2024-04-16 08:58:29.915797
Duration	2.59 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	9753.7978

Minimum	5
Maximum	19590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5
5-th percentile	1019.9
Q1	4823
median	9762.5
Q3	14633.75
95-th percentile	18607.05
Maximum	19590
Range	19585
Interquartile range (IQR)	9810.75

Descriptive statistics

Standard deviation	5644.0923
Coefficient of variation (CV)	0.57865587
Kurtosis	-1.2050265
Mean	9753.7978
Median Absolute Deviation (MAD)	4910
Skewness	0.016849086
Sum	97537978
Variance	31855778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16278	1	< 0.1%
13962	1	< 0.1%
1580	1	< 0.1%
12261	1	< 0.1%
17809	1	< 0.1%
3245	1	< 0.1%
1786	1	< 0.1%
15937	1	< 0.1%
16608	1	< 0.1%
16197	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
12	1	< 0.1%
15	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
22	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
19590	1	< 0.1%
19588	1	< 0.1%
19584	1	< 0.1%
19583	1	< 0.1%
19582	1	< 0.1%
19581	1	< 0.1%
19580	1	< 0.1%
19578	1	< 0.1%
19576	1	< 0.1%
19575	1	< 0.1%

opnsfteamcode
Real number (ℝ)

Distinct	219
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3598656.8

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	3200000
Q1	3300000
median	3340000
Q3	3510500
95-th percentile	5330000
Maximum	6520000
Range	3520000
Interquartile range (IQR)	210500

Descriptive statistics

Standard deviation	623263.84
Coefficient of variation (CV)	0.17319347
Kurtosis	5.0434158
Mean	3598656.8
Median Absolute Deviation (MAD)	50000
Skewness	2.3699564
Sum	3.5986568 × 10¹⁰
Variance	3.8845782 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3330000	686	6.9%
3320000	635	6.3%
3290000	627	6.3%
3300000	591	5.9%
3390000	586	5.9%
3340000	574	5.7%
3350000	486	4.9%
3310000	428	4.3%
3370000	402	4.0%
3380000	362	3.6%
Other values (209)	4623	46.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	9	0.1%
3010000	32	0.3%
3020000	18	0.2%
3030000	16	0.2%
3040000	22	0.2%
3050000	24	0.2%
3060000	24	0.2%
3070000	26	0.3%
3080000	14	0.1%
3090000	10	0.1%

Value	Count	Frequency (%)
6520000	14	0.1%
6510000	32	0.3%
6470000	1	< 0.1%
6450000	1	< 0.1%
6440000	1	< 0.1%
6410000	1	< 0.1%
6280000	2	< 0.1%
5710000	65	0.7%
5700000	6	0.1%
5690000	32	0.3%

mgtno
Text

Distinct	9647
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	22
Median length	18
Mean length	19.9645
Min length	18

Characters and Unicode

Total characters	199645
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	9326 ?
Unique (%)	93.3%

Sample

1st row	3230000-107-2020-00045
2nd row	4000000-107-2019-00050
3rd row	326000000920140004
4th row	330000000920070011
5th row	5690000-107-2020-00206

Value	Count	Frequency (%)
5030000-107-2019-00028	3	< 0.1%
5060000-107-2019-00005	3	< 0.1%
4400000-134-2020-00007	3	< 0.1%
4030000-107-2018-00123	3	< 0.1%
5380000-107-2019-00446	3	< 0.1%
3150000-107-2019-00210	3	< 0.1%
3900000-107-2020-00148	3	< 0.1%
3560000-107-2019-00120	3	< 0.1%
5380000-107-2019-00080	3	< 0.1%
339000000920190028	3	< 0.1%
Other values (9637)	9970	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	94419	47.3%
1	18448	9.2%
3	18178	9.1%
2	17883	9.0%
-	14730	7.4%
9	13303	6.7%
7	5975	3.0%
4	5127	2.6%
5	4383	2.2%
8	3882	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	184915	92.6%
Dash Punctuation	14730	7.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	94419	51.1%
1	18448	10.0%
3	18178	9.8%
2	17883	9.7%
9	13303	7.2%
7	5975	3.2%
4	5127	2.8%
5	4383	2.4%
8	3882	2.1%
6	3317	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	14730	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	199645	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	94419	47.3%
1	18448	9.2%
3	18178	9.1%
2	17883	9.0%
-	14730	7.4%
9	13303	6.7%
7	5975	3.0%
4	5127	2.6%
5	4383	2.2%
8	3882	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199645	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	94419	47.3%
1	18448	9.2%
3	18178	9.1%
2	17883	9.0%
-	14730	7.4%
9	13303	6.7%
7	5975	3.0%
4	5127	2.6%
5	4383	2.2%
8	3882	1.9%

opnsvcid
Categorical

IMBALANCE

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

07_22_04_P	4996
07_22_19_P	2884
07_22_18_P	1406
07_22_03_P	370
07_22_01_P	112
Other values (14)	232

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
07_22_04_P	4996	50.0%
07_22_19_P	2884	28.8%
07_22_18_P	1406	14.1%
07_22_03_P	370	3.7%
07_22_01_P	112	1.1%
07_22_02_P	73	0.7%
07_22_25_P	50	0.5%
07_22_11_P	36	0.4%
07_22_24_P	26	0.3%
07_22_08_P	12	0.1%
Other values (9)	35	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07_22_04_p	4996	50.0%
07_22_19_p	2884	28.8%
07_22_18_p	1406	14.1%
07_22_03_p	370	3.7%
07_22_01_p	112	1.1%
07_22_02_p	73	0.7%
07_22_25_p	50	0.5%
07_22_11_p	36	0.4%
07_22_24_p	26	0.3%
07_22_08_p	12	0.1%
Other values (9)	35	0.4%

updategbn
Categorical

IMBALANCE

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

I	9992
U	8

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	9992	99.9%
U	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9992	99.9%
u	8	0.1%

updatedt
Date

Distinct	589
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-31 00:23:03

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

IMBALANCE

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

<NA>	6343
즉석판매제조가공업	2884
건강기능식품일반판매업	370
집단급식소식품판매업	112
건강기능식품유통전문판매업	73
Other values (15)	218

Length

Max length	13
Median length	4
Mean length	5.8776
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6343	63.4%
즉석판매제조가공업	2884	28.8%
건강기능식품일반판매업	370	3.7%
집단급식소식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
축산판매업	57	0.6%
축산물운반업	50	0.5%
식품제조가공업	36	0.4%
축산물보관업	26	0.3%
식품소분업	12	0.1%
Other values (10)	37	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6343	63.4%
즉석판매제조가공업	2884	28.8%
건강기능식품일반판매업	370	3.7%
집단급식소식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
축산판매업	57	0.6%
축산물운반업	50	0.5%
식품제조가공업	36	0.4%
축산물보관업	26	0.3%
식품소분업	12	0.1%
Other values (10)	37	0.4%

bplcnm
Text

Distinct	7407
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	30
Median length	27
Mean length	6.713
Min length	1

Characters and Unicode

Total characters	67130
Distinct characters	903
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	6363 ?
Unique (%)	63.6%

Sample

1st row	명류당티에프
2nd row	(주)만구
3rd row	비락우유 서구 대리점
4th row	한국야쿠르트 온천점
5th row	대산유통시스템

Value	Count	Frequency (%)
주식회사	308	2.6%
베이커리	48	0.4%
파리바게뜨	46	0.4%
주)와이에이비커머스	43	0.4%
부산우유	42	0.4%
수라원	37	0.3%
현승유통	36	0.3%
더원씨푸드	35	0.3%
주)한울에프엔비	33	0.3%
뚜레쥬르	33	0.3%
Other values (7762)	11186	94.4%

Most occurring characters

Value	Count	Frequency (%)
점	2744	4.1%
식	2306	3.4%
주	1939	2.9%
	1850	2.8%
)	1808	2.7%
(	1795	2.7%
육	1667	2.5%
리	1438	2.1%
산	1304	1.9%
유	1254	1.9%
Other values (893)	49025	73.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59942	89.3%
Space Separator	1850	2.8%
Close Punctuation	1808	2.7%
Open Punctuation	1795	2.7%
Uppercase Letter	630	0.9%
Lowercase Letter	538	0.8%
Decimal Number	318	0.5%
Other Punctuation	139	0.2%
Dash Punctuation	101	0.2%
Math Symbol	6	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2744	4.6%
식	2306	3.8%
주	1939	3.2%
육	1667	2.8%
리	1438	2.4%
산	1304	2.2%
유	1254	2.1%
이	1083	1.8%
우	1052	1.8%
한	1011	1.7%
Other values (812)	44144	73.6%

Uppercase Letter

Value	Count	Frequency (%)
S	74	11.7%
D	44	7.0%
A	43	6.8%
N	42	6.7%
T	39	6.2%
M	31	4.9%
K	29	4.6%
I	28	4.4%
C	28	4.4%
G	28	4.4%
Other values (15)	244	38.7%

Lowercase Letter

Value	Count	Frequency (%)
e	90	16.7%
o	53	9.9%
a	47	8.7%
s	40	7.4%
r	31	5.8%
l	29	5.4%
t	28	5.2%
i	27	5.0%
m	25	4.6%
n	21	3.9%
Other values (13)	147	27.3%

Other Punctuation

Value	Count	Frequency (%)
&	47	33.8%
.	38	27.3%
,	21	15.1%
'	11	7.9%
?	4	2.9%
·	4	2.9%
!	3	2.2%
:	3	2.2%
/	2	1.4%
＆	2	1.4%
Other values (3)	4	2.9%

Decimal Number

Value	Count	Frequency (%)
2	86	27.0%
1	75	23.6%
3	34	10.7%
5	25	7.9%
9	22	6.9%
6	18	5.7%
0	17	5.3%
8	17	5.3%
4	14	4.4%
7	10	3.1%

Math Symbol

Value	Count	Frequency (%)
+	4	66.7%
<	1	16.7%
>	1	16.7%

Other Symbol

Value	Count	Frequency (%)
㈜	1	50.0%
�	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1850	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1808	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1795	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	101	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59931	89.3%
Common	6019	9.0%
Latin	1168	1.7%
Han	12	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2744	4.6%
식	2306	3.8%
주	1939	3.2%
육	1667	2.8%
리	1438	2.4%
산	1304	2.2%
유	1254	2.1%
이	1083	1.8%
우	1052	1.8%
한	1011	1.7%
Other values (802)	44133	73.6%

Latin

Value	Count	Frequency (%)
e	90	7.7%
S	74	6.3%
o	53	4.5%
a	47	4.0%
D	44	3.8%
A	43	3.7%
N	42	3.6%
s	40	3.4%
T	39	3.3%
r	31	2.7%
Other values (38)	665	56.9%

Common

Value	Count	Frequency (%)
	1850	30.7%
)	1808	30.0%
(	1795	29.8%
-	101	1.7%
2	86	1.4%
1	75	1.2%
&	47	0.8%
.	38	0.6%
3	34	0.6%
5	25	0.4%
Other values (22)	160	2.7%

Han

Value	Count	Frequency (%)
溫	2	16.7%
食	1	8.3%
品	1	8.3%
正	1	8.3%
華	1	8.3%
年	1	8.3%
生	1	8.3%
米	1	8.3%
美	1	8.3%
眞	1	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59930	89.3%
ASCII	7180	10.7%
CJK	11	< 0.1%
None	7	< 0.1%
Specials	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	2744	4.6%
식	2306	3.8%
주	1939	3.2%
육	1667	2.8%
리	1438	2.4%
산	1304	2.2%
유	1254	2.1%
이	1083	1.8%
우	1052	1.8%
한	1011	1.7%
Other values (801)	44132	73.6%

ASCII

Value	Count	Frequency (%)
	1850	25.8%
)	1808	25.2%
(	1795	25.0%
-	101	1.4%
e	90	1.3%
2	86	1.2%
1	75	1.0%
S	74	1.0%
o	53	0.7%
a	47	0.7%
Other values (67)	1201	16.7%

None

Value	Count	Frequency (%)
·	4	57.1%
＆	2	28.6%
㈜	1	14.3%

CJK

Value	Count	Frequency (%)
溫	2	18.2%
食	1	9.1%
品	1	9.1%
正	1	9.1%
華	1	9.1%
生	1	9.1%
米	1	9.1%
美	1	9.1%
眞	1	9.1%
情	1	9.1%

Specials

Value	Count	Frequency (%)
�	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
年	1	100.0%

sitepostno
Text

MISSING

Distinct	2140
Distinct (%)	44.3%
Missing	5172
Missing (%)	51.7%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	28968
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	1184 ?
Unique (%)	24.5%

Sample

1st row	138934
2nd row	447805
3rd row	339854
4th row	137893
5th row	619901

Value	Count	Frequency (%)
612020	52	1.1%
지번우편번호	46	1.0%
463420	25	0.5%
411410	22	0.5%
406081	20	0.4%
135724	17	0.4%
608832	16	0.3%
617808	16	0.3%
152706	16	0.3%
600017	15	0.3%
Other values (2130)	4583	94.9%

Most occurring characters

Value	Count	Frequency (%)
0	4602	15.9%
1	4117	14.2%
8	3909	13.5%
6	3414	11.8%
4	2803	9.7%
2	2519	8.7%
3	2431	8.4%
5	1834	6.3%
7	1762	6.1%
9	1301	4.5%
Other values (5)	276	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28692	99.0%
Other Letter	276	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4602	16.0%
1	4117	14.3%
8	3909	13.6%
6	3414	11.9%
4	2803	9.8%
2	2519	8.8%
3	2431	8.5%
5	1834	6.4%
7	1762	6.1%
9	1301	4.5%

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	28692	99.0%
Hangul	276	1.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4602	16.0%
1	4117	14.3%
8	3909	13.6%
6	3414	11.9%
4	2803	9.8%
2	2519	8.8%
3	2431	8.5%
5	1834	6.4%
7	1762	6.1%
9	1301	4.5%

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	28692	99.0%
Hangul	276	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4602	16.0%
1	4117	14.3%
8	3909	13.6%
6	3414	11.9%
4	2803	9.8%
2	2519	8.8%
3	2431	8.5%
5	1834	6.4%
7	1762	6.1%
9	1301	4.5%

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	7992
Distinct (%)	81.8%
Missing	229
Missing (%)	2.3%
Memory size	156.2 KiB

Length

Max length	72
Median length	52
Mean length	25.797667
Min length	13

Characters and Unicode

Total characters	252069
Distinct characters	614
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

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

Unique

Unique	6944 ?
Unique (%)	71.1%

Sample

1st row	서울특별시 송파구 신천동 29번지 롯데월드타워앤드롯데월드몰
2nd row	경기도 오산시 원동 360-6번지 오산이마트 1층
3rd row	부산광역시 서구 부용동2가 30-8번지
4th row	부산광역시 동래구 온천동 307-9번지
5th row	세종특별자치시 전의면 읍내리 214-8

Value	Count	Frequency (%)
부산광역시	6351	13.5%
경기도	1031	2.2%
서울특별시	766	1.6%
북구	664	1.4%
해운대구	635	1.4%
동래구	590	1.3%
부산진구	582	1.2%
사상구	580	1.2%
사하구	560	1.2%
남구	484	1.0%
Other values (10979)	34783	74.0%

Most occurring characters

Value	Count	Frequency (%)
	46582	18.5%
동	10875	4.3%
1	10649	4.2%
시	9831	3.9%
지	9397	3.7%
구	8865	3.5%
번	8691	3.4%
산	8413	3.3%
부	7768	3.1%
-	7731	3.1%
Other values (604)	123267	48.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	150640	59.8%
Space Separator	46582	18.5%
Decimal Number	45772	18.2%
Dash Punctuation	7731	3.1%
Uppercase Letter	546	0.2%
Other Punctuation	270	0.1%
Open Punctuation	196	0.1%
Close Punctuation	194	0.1%
Lowercase Letter	128	0.1%
Math Symbol	6	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10875	7.2%
시	9831	6.5%
지	9397	6.2%
구	8865	5.9%
번	8691	5.8%
산	8413	5.6%
부	7768	5.2%
광	7324	4.9%
역	6957	4.6%
도	2459	1.6%
Other values (534)	70060	46.5%

Uppercase Letter

Value	Count	Frequency (%)
B	78	14.3%
A	77	14.1%
S	70	12.8%
G	53	9.7%
E	43	7.9%
K	32	5.9%
C	27	4.9%
T	23	4.2%
M	21	3.8%
R	18	3.3%
Other values (14)	104	19.0%

Lowercase Letter

Value	Count	Frequency (%)
e	21	16.4%
s	19	14.8%
l	11	8.6%
o	9	7.0%
m	8	6.2%
g	7	5.5%
t	7	5.5%
a	6	4.7%
i	6	4.7%
u	6	4.7%
Other values (9)	28	21.9%

Decimal Number

Value	Count	Frequency (%)
1	10649	23.3%
2	5739	12.5%
3	4669	10.2%
4	4271	9.3%
5	4104	9.0%
0	3713	8.1%
6	3442	7.5%
7	3211	7.0%
8	3066	6.7%
9	2908	6.4%

Other Punctuation

Value	Count	Frequency (%)
,	216	80.0%
@	21	7.8%
.	14	5.2%
?	14	5.2%
/	3	1.1%
·	1	0.4%
'	1	0.4%

Open Punctuation

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

Close Punctuation

Value	Count	Frequency (%)
)	193	99.5%
]	1	0.5%

Letter Number

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

Space Separator

Value	Count	Frequency (%)
	46582	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7731	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	150641	59.8%
Common	100751	40.0%
Latin	676	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10875	7.2%
시	9831	6.5%
지	9397	6.2%
구	8865	5.9%
번	8691	5.8%
산	8413	5.6%
부	7768	5.2%
광	7324	4.9%
역	6957	4.6%
도	2459	1.6%
Other values (534)	70061	46.5%

Latin

Value	Count	Frequency (%)
B	78	11.5%
A	77	11.4%
S	70	10.4%
G	53	7.8%
E	43	6.4%
K	32	4.7%
C	27	4.0%
T	23	3.4%
e	21	3.1%
M	21	3.1%
Other values (35)	231	34.2%

Common

Value	Count	Frequency (%)
	46582	46.2%
1	10649	10.6%
-	7731	7.7%
2	5739	5.7%
3	4669	4.6%
4	4271	4.2%
5	4104	4.1%
0	3713	3.7%
6	3442	3.4%
7	3211	3.2%
Other values (14)	6640	6.6%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	150638	59.8%
ASCII	101424	40.2%
None	3	< 0.1%
Number Forms	2	< 0.1%
CJK	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	46582	45.9%
1	10649	10.5%
-	7731	7.6%
2	5739	5.7%
3	4669	4.6%
4	4271	4.2%
5	4104	4.0%
0	3713	3.7%
6	3442	3.4%
7	3211	3.2%
Other values (56)	7313	7.2%

Hangul

Value	Count	Frequency (%)
동	10875	7.2%
시	9831	6.5%
지	9397	6.2%
구	8865	5.9%
번	8691	5.8%
산	8413	5.6%
부	7768	5.2%
광	7324	4.9%
역	6957	4.6%
도	2459	1.6%
Other values (532)	70058	46.5%

None

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

Number Forms

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

CJK

Value	Count	Frequency (%)
內	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	1	100.0%

rdnpostno
Unsupported

REJECTED UNSUPPORTED

Missing	3
Missing (%)	< 0.1%
Memory size	156.2 KiB

rdnwhladdr
Text

MISSING

Distinct	7423
Distinct (%)	83.5%
Missing	1111
Missing (%)	11.1%
Memory size	156.2 KiB

Length

Max length	65
Median length	56
Mean length	30.900776
Min length	5

Characters and Unicode

Total characters	274677
Distinct characters	671
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	6531 ?
Unique (%)	73.5%

Sample

1st row	서울특별시 송파구 올림픽로 300, 롯데마트 월드타워점 (신천동)
2nd row	경기도 오산시 경기대로 181, 오산이마트 1층 (원동)
3rd row	부산광역시 동래구 차밭골로 43-1 (온천동)
4th row	세종특별자치시 전의면 읍내길 10, 전의농협 하나로마트
5th row	서울특별시 서초구 매헌로16길 6, 푸른솔빌딩 지하1층 (양재동)

Value	Count	Frequency (%)
부산광역시	5474	10.1%
1층	1330	2.5%
경기도	1030	1.9%
서울특별시	766	1.4%
지하1층	579	1.1%
북구	574	1.1%
부산진구	561	1.0%
동래구	532	1.0%
사상구	477	0.9%
사하구	473	0.9%
Other values (9549)	42472	78.3%

Most occurring characters

Value	Count	Frequency (%)
	45411	16.5%
동	11036	4.0%
1	10374	3.8%
시	9264	3.4%
로	8690	3.2%
(	8287	3.0%
)	8286	3.0%
구	8198	3.0%
산	7766	2.8%
부	7273	2.6%
Other values (661)	150092	54.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	166293	60.5%
Space Separator	45411	16.5%
Decimal Number	39049	14.2%
Open Punctuation	8290	3.0%
Close Punctuation	8289	3.0%
Other Punctuation	5357	2.0%
Dash Punctuation	1221	0.4%
Uppercase Letter	638	0.2%
Lowercase Letter	115	< 0.1%
Math Symbol	10	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11036	6.6%
시	9264	5.6%
로	8690	5.2%
구	8198	4.9%
산	7766	4.7%
부	7273	4.4%
광	6634	4.0%
역	6134	3.7%
길	4089	2.5%
대	3554	2.1%
Other values (590)	93655	56.3%

Uppercase Letter

Value	Count	Frequency (%)
B	115	18.0%
S	93	14.6%
A	79	12.4%
G	77	12.1%
E	41	6.4%
K	38	6.0%
C	35	5.5%
M	19	3.0%
N	18	2.8%
P	16	2.5%
Other values (15)	107	16.8%

Lowercase Letter

Value	Count	Frequency (%)
s	20	17.4%
e	18	15.7%
m	10	8.7%
g	8	7.0%
o	8	7.0%
l	8	7.0%
a	7	6.1%
u	7	6.1%
p	6	5.2%
t	5	4.3%
Other values (8)	18	15.7%

Decimal Number

Value	Count	Frequency (%)
1	10374	26.6%
2	5412	13.9%
3	4163	10.7%
0	3328	8.5%
5	3163	8.1%
4	3146	8.1%
6	2720	7.0%
7	2577	6.6%
8	2141	5.5%
9	2025	5.2%

Other Punctuation

Value	Count	Frequency (%)
,	5311	99.1%
?	16	0.3%
.	15	0.3%
@	8	0.1%
*	3	0.1%
/	2	< 0.1%
'	1	< 0.1%
#	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	8287	> 99.9%
[	3	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	8286	> 99.9%
]	3	< 0.1%

Letter Number

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

Space Separator

Value	Count	Frequency (%)
	45411	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1221	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	166294	60.5%
Common	107627	39.2%
Latin	755	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11036	6.6%
시	9264	5.6%
로	8690	5.2%
구	8198	4.9%
산	7766	4.7%
부	7273	4.4%
광	6634	4.0%
역	6134	3.7%
길	4089	2.5%
대	3554	2.1%
Other values (590)	93656	56.3%

Latin

Value	Count	Frequency (%)
B	115	15.2%
S	93	12.3%
A	79	10.5%
G	77	10.2%
E	41	5.4%
K	38	5.0%
C	35	4.6%
s	20	2.6%
M	19	2.5%
e	18	2.4%
Other values (35)	220	29.1%

Common

Value	Count	Frequency (%)
	45411	42.2%
1	10374	9.6%
(	8287	7.7%
)	8286	7.7%
2	5412	5.0%
,	5311	4.9%
3	4163	3.9%
0	3328	3.1%
5	3163	2.9%
4	3146	2.9%
Other values (15)	10746	10.0%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	166292	60.5%
ASCII	108380	39.5%
None	2	< 0.1%
Number Forms	2	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45411	41.9%
1	10374	9.6%
(	8287	7.6%
)	8286	7.6%
2	5412	5.0%
,	5311	4.9%
3	4163	3.8%
0	3328	3.1%
5	3163	2.9%
4	3146	2.9%
Other values (58)	11499	10.6%

Hangul

Value	Count	Frequency (%)
동	11036	6.6%
시	9264	5.6%
로	8690	5.2%
구	8198	4.9%
산	7766	4.7%
부	7273	4.4%
광	6634	4.0%
역	6134	3.7%
길	4089	2.5%
대	3554	2.1%
Other values (589)	93654	56.3%

None

Value	Count	Frequency (%)
㈜	2	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

Number Forms

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

apvpermymd
Real number (ℝ)

Distinct	4845
Distinct (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20094921

Minimum	19631010
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19631010
5-th percentile	19871218
Q1	20021023
median	20121212
Q3	20190621
95-th percentile	20201016
Maximum	20210129
Range	579119
Interquartile range (IQR)	169598

Descriptive statistics

Standard deviation	109338.15
Coefficient of variation (CV)	0.0054410839
Kurtosis	0.35010108
Mean	20094921
Median Absolute Deviation (MAD)	70015
Skewness	-0.99751575
Sum	2.0094921 × 10¹¹
Variance	1.1954832 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19980713	57	0.6%
20190927	23	0.2%
20200110	21	0.2%
20191206	20	0.2%
20190118	20	0.2%
20190531	20	0.2%
20181207	19	0.2%
20181123	19	0.2%
20190201	19	0.2%
20190628	19	0.2%
Other values (4835)	9763	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19631010	2	< 0.1%
19651010	2	< 0.1%
19651011	1	< 0.1%
19651024	1	< 0.1%
19651116	1	< 0.1%
19660415	1	< 0.1%
19661001	1	< 0.1%
19661125	1	< 0.1%
19670814	1	< 0.1%
19680422	2	< 0.1%

Value	Count	Frequency (%)
20210129	10	0.1%
20210128	6	0.1%
20210127	7	0.1%
20210126	4	< 0.1%
20210125	5	0.1%
20210124	1	< 0.1%
20210122	9	0.1%
20210121	7	0.1%
20210120	2	< 0.1%
20210119	7	0.1%

dcbymd
Text

MISSING

Distinct	2173
Distinct (%)	57.5%
Missing	6220
Missing (%)	62.2%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.5883598
Min length	4

Characters and Unicode

Total characters	28684
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	1395 ?
Unique (%)	36.9%

Sample

1st row	20050920
2nd row	20000720
3rd row	20071231
4th row	20171228
5th row	20150508

Value	Count	Frequency (%)
폐업일자	389	10.3%
20131222	20	0.5%
20060216	19	0.5%
20121213	18	0.5%
20140820	15	0.4%
20170131	14	0.4%
20130607	10	0.3%
20060412	9	0.2%
20130409	9	0.2%
20050526	8	0.2%
Other values (2163)	3269	86.5%

Most occurring characters

Value	Count	Frequency (%)
0	9044	31.5%
2	5849	20.4%
1	5260	18.3%
3	1325	4.6%
4	1071	3.7%
6	1052	3.7%
7	994	3.5%
5	909	3.2%
8	863	3.0%
9	761	2.7%
Other values (4)	1556	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27128	94.6%
Other Letter	1556	5.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9044	33.3%
2	5849	21.6%
1	5260	19.4%
3	1325	4.9%
4	1071	3.9%
6	1052	3.9%
7	994	3.7%
5	909	3.4%
8	863	3.2%
9	761	2.8%

Other Letter

Value	Count	Frequency (%)
폐	389	25.0%
업	389	25.0%
일	389	25.0%
자	389	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27128	94.6%
Hangul	1556	5.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9044	33.3%
2	5849	21.6%
1	5260	19.4%
3	1325	4.9%
4	1071	3.9%
6	1052	3.9%
7	994	3.7%
5	909	3.4%
8	863	3.2%
9	761	2.8%

Hangul

Value	Count	Frequency (%)
폐	389	25.0%
업	389	25.0%
일	389	25.0%
자	389	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27128	94.6%
Hangul	1556	5.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9044	33.3%
2	5849	21.6%
1	5260	19.4%
3	1325	4.9%
4	1071	3.9%
6	1052	3.9%
7	994	3.7%
5	909	3.4%
8	863	3.2%
9	761	2.8%

Hangul

Value	Count	Frequency (%)
폐	389	25.0%
업	389	25.0%
일	389	25.0%
자	389	25.0%

clgstdt
Categorical

IMBALANCE

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

<NA>	9596
휴업시작일자	389
20110325	1
20110225	1
20040325	1
Other values (12)	12

Length

Max length	8
Median length	4
Mean length	4.0838
Min length	4

Unique

Unique	15 ?
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>	9596	96.0%
휴업시작일자	389	3.9%
20110325	1	< 0.1%
20110225	1	< 0.1%
20040325	1	< 0.1%
20160331	1	< 0.1%
20060420	1	< 0.1%
20130314	1	< 0.1%
20050428	1	< 0.1%
20170313	1	< 0.1%
Other values (7)	7	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9596	96.0%
휴업시작일자	389	3.9%
20170313	1	< 0.1%
20180817	1	< 0.1%
20070621	1	< 0.1%
20160406	1	< 0.1%
20050331	1	< 0.1%
20060707	1	< 0.1%
20120215	1	< 0.1%
20050428	1	< 0.1%
Other values (7)	7	0.1%

clgenddt
Categorical

IMBALANCE

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

<NA>	9599
휴업종료일자	389
20171231	2
20060831	1
20140313	1
Other values (8)	8

Length

Max length	8
Median length	4
Mean length	4.0826
Min length	4

Unique

Unique	10 ?
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>	9599	96.0%
휴업종료일자	389	3.9%
20171231	2	< 0.1%
20060831	1	< 0.1%
20140313	1	< 0.1%
20060429	1	< 0.1%
20120324	1	< 0.1%
20210816	1	< 0.1%
20061231	1	< 0.1%
20070331	1	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9599	96.0%
휴업종료일자	389	3.9%
20171231	2	< 0.1%
20060831	1	< 0.1%
20140313	1	< 0.1%
20060429	1	< 0.1%
20120324	1	< 0.1%
20210816	1	< 0.1%
20061231	1	< 0.1%
20070331	1	< 0.1%
Other values (3)	3	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9606
재개업일자	389
20061030	1
20081007	1
20030327	1
Other values (2)	2

Length

Max length	8
Median length	4
Mean length	4.0409
Min length	4

Unique

Unique	5 ?
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>	9606	96.1%
재개업일자	389	3.9%
20061030	1	< 0.1%
20081007	1	< 0.1%
20030327	1	< 0.1%
20130806	1	< 0.1%
20070607	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9606	96.1%
재개업일자	389	3.9%
20061030	1	< 0.1%
20081007	1	< 0.1%
20030327	1	< 0.1%
20130806	1	< 0.1%
20070607	1	< 0.1%

trdstatenm
Categorical

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

영업/정상	3602
0002	2602
0000	2070
02	795
01	609
Other values (6)	322

Length

Max length	5
Median length	4
Mean length	4.0774
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	영업/정상
2nd row	영업/정상
3rd row	0000
4th row	0000
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	3602	36.0%
0002	2602	26.0%
0000	2070	20.7%
02	795	8.0%
01	609	6.1%
0004	251	2.5%
<NA>	42	0.4%
0001	14	0.1%
폐업	10	0.1%
영업상태	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
영업/정상	3602	36.0%
0002	2602	26.0%
0000	2070	20.7%
02	795	8.0%
01	609	6.1%
0004	251	2.5%
na	42	0.4%
0001	14	0.1%
폐업	10	0.1%
영업상태	3	< 0.1%

dtlstatenm
Categorical

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

영업	4104
폐업	3407
정상	2216
말소	251
휴업	14
Other values (3)	8

Length

Max length	4
Median length	2
Mean length	2.0009
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	4104	41.0%
폐업	3407	34.1%
정상	2216	22.2%
말소	251	2.5%
휴업	14	0.1%
영업중	5	0.1%
행정처분	2	< 0.1%
??	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	4104	41.0%
폐업	3407	34.1%
정상	2216	22.2%
말소	251	2.5%
휴업	14	0.1%
영업중	5	< 0.1%
행정처분	2	< 0.1%
	1	< 0.1%

x
Text

MISSING

Distinct	7231
Distinct (%)	74.4%
Missing	284
Missing (%)	2.8%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.995986
Min length	7

Characters and Unicode

Total characters	194281
Distinct characters	20
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	5982 ?
Unique (%)	61.6%

Sample

1st row	209074.900840074
2nd row	206383.775609107
3rd row	384086.906530
4th row	389119.89976100000
5th row	218237.744534084

Value	Count	Frequency (%)
381223.93770800000	25	0.3%
209850.446960528	24	0.2%
394015.45385100000	23	0.2%
178006.080301401	19	0.2%
202358.505687227	17	0.2%
190107.045415333	16	0.2%
381150.24062500000	16	0.2%
188884.075622342	14	0.1%
381172.69587400000	14	0.1%
381201.909278	14	0.1%
Other values (7221)	9534	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	37334	19.2%
	34943	18.0%
3	17448	9.0%
8	14487	7.5%
9	13196	6.8%
1	12323	6.3%
2	12269	6.3%
7	11124	5.7%
4	10570	5.4%
5	10543	5.4%
Other values (10)	20044	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149683	77.0%
Space Separator	34943	18.0%
Other Punctuation	9633	5.0%
Other Letter	12	< 0.1%
Open Punctuation	3	< 0.1%
Uppercase Letter	3	< 0.1%
Close Punctuation	3	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37334	24.9%
3	17448	11.7%
8	14487	9.7%
9	13196	8.8%
1	12323	8.2%
2	12269	8.2%
7	11124	7.4%
4	10570	7.1%
5	10543	7.0%
6	10389	6.9%

Other Letter

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

Space Separator

Value	Count	Frequency (%)
	34943	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9633	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	194266	> 99.9%
Hangul	12	< 0.1%
Latin	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37334	19.2%
	34943	18.0%
3	17448	9.0%
8	14487	7.5%
9	13196	6.8%
1	12323	6.3%
2	12269	6.3%
7	11124	5.7%
4	10570	5.4%
5	10543	5.4%
Other values (5)	20029	10.3%

Hangul

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

Latin

Value	Count	Frequency (%)
X	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194269	> 99.9%
Hangul	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37334	19.2%
	34943	18.0%
3	17448	9.0%
8	14487	7.5%
9	13196	6.8%
1	12323	6.3%
2	12269	6.3%
7	11124	5.7%
4	10570	5.4%
5	10543	5.4%
Other values (6)	20032	10.3%

Hangul

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

y
Text

MISSING

Distinct	7231
Distinct (%)	74.4%
Missing	284
Missing (%)	2.8%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.995986
Min length	7

Characters and Unicode

Total characters	194281
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	5982 ?
Unique (%)	61.6%

Sample

1st row	445657.80932984
2nd row	404319.688193021
3rd row	180888.571802
4th row	193179.78102800000
5th row	353235.355878044

Value	Count	Frequency (%)
184549.28339000000	25	0.3%
432304.149379043	24	0.2%
187900.93961700000	23	0.2%
462865.812502378	19	0.2%
447232.955697694	17	0.2%
445157.626366229	16	0.2%
190717.70395600000	16	0.2%
447186.888604306	14	0.1%
190737.64327700000	14	0.1%
184537.273724	14	0.1%
Other values (7221)	9534	98.1%

Most occurring characters

Value	Count	Frequency (%)
0	36304	18.7%
	34915	18.0%
1	17479	9.0%
8	13865	7.1%
4	13216	6.8%
9	13036	6.7%
7	11539	5.9%
2	11326	5.8%
3	11083	5.7%
6	10967	5.6%
Other values (11)	20551	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149678	77.0%
Space Separator	34915	18.0%
Other Punctuation	9633	5.0%
Dash Punctuation	30	< 0.1%
Other Letter	12	< 0.1%
Close Punctuation	7	< 0.1%
Open Punctuation	3	< 0.1%
Uppercase Letter	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36304	24.3%
1	17479	11.7%
8	13865	9.3%
4	13216	8.8%
9	13036	8.7%
7	11539	7.7%
2	11326	7.6%
3	11083	7.4%
6	10967	7.3%
5	10863	7.3%

Other Letter

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

Close Punctuation

Value	Count	Frequency (%)
]	4	57.1%
)	3	42.9%

Space Separator

Value	Count	Frequency (%)
	34915	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9633	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	194266	> 99.9%
Hangul	12	< 0.1%
Latin	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36304	18.7%
	34915	18.0%
1	17479	9.0%
8	13865	7.1%
4	13216	6.8%
9	13036	6.7%
7	11539	5.9%
2	11326	5.8%
3	11083	5.7%
6	10967	5.6%
Other values (6)	20536	10.6%

Hangul

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

Latin

Value	Count	Frequency (%)
Y	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194269	> 99.9%
Hangul	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36304	18.7%
	34915	18.0%
1	17479	9.0%
8	13865	7.1%
4	13216	6.8%
9	13036	6.7%
7	11539	5.9%
2	11326	5.8%
3	11083	5.7%
6	10967	5.6%
Other values (7)	20539	10.6%

Hangul

Value	Count	Frequency (%)
좌	3	25.0%
표	3	25.0%
정	3	25.0%
보	3	25.0%

lastmodts
Real number (ℝ)

Distinct	9525
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0146091 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.0210129 × 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	2.0040322 × 10¹³
Q1	2.0111114 × 10¹³
median	2.0161122 × 10¹³
Q3	2.0190621 × 10¹³
95-th percentile	2.0201016 × 10¹³
Maximum	2.0210129 × 10¹³
Range	2.1981418 × 10¹¹
Interquartile range (IQR)	7.950701 × 10¹⁰

Descriptive statistics

Standard deviation	5.3376943 × 10¹⁰
Coefficient of variation (CV)	0.0026494938
Kurtosis	-0.42246649
Mean	2.0146091 × 10¹³
Median Absolute Deviation (MAD)	3.0600059 × 10¹⁰
Skewness	-0.84359965
Sum	2.0146091 × 10¹⁷
Variance	2.849098 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20061226000000	15	0.1%
20040823000000	10	0.1%
20050614000000	10	0.1%
19990319000000	7	0.1%
20010803000000	7	0.1%
19990318000000	7	0.1%
19990317000000	6	0.1%
20020802000000	6	0.1%
20050525000000	6	0.1%
20050615000000	6	0.1%
Other values (9515)	9920	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990315000000	3	< 0.1%
19990316000000	4	< 0.1%
19990317000000	6	0.1%
19990318000000	7	0.1%
19990319000000	7	0.1%
19990323000000	1	< 0.1%
19990511000000	2	< 0.1%
19990520000000	1	< 0.1%
19990610000000	1	< 0.1%
19990716000000	1	< 0.1%

Value	Count	Frequency (%)
20210129175608	2	< 0.1%
20210129155415	2	< 0.1%
20210129114423	1	< 0.1%
20210129110703	1	< 0.1%
20210129104447	1	< 0.1%
20210129095732	1	< 0.1%
20210129095256	1	< 0.1%
20210129092925	1	< 0.1%
20210128173601	1	< 0.1%
20210128154453	1	< 0.1%

uptaenm
Categorical

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

식육판매업	4022
즉석판매제조가공업	2868
제과점영업	1406
우유류판매업	611
<NA>	404
Other values (17)	689

Length

Max length	13
Median length	5
Mean length	6.4565
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식육판매업	4022	40.2%
즉석판매제조가공업	2868	28.7%
제과점영업	1406	14.1%
우유류판매업	611	6.1%
<NA>	404	4.0%
축산물유통전문판매업	143	1.4%
축산물수입판매업	123	1.2%
집단급식소 식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
식용란수집판매업	62	0.6%
Other values (12)	176	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
식육판매업	4022	39.6%
즉석판매제조가공업	2868	28.3%
제과점영업	1406	13.9%
우유류판매업	611	6.0%
na	404	4.0%
축산물유통전문판매업	143	1.4%
축산물수입판매업	123	1.2%
집단급식소	112	1.1%
식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
Other values (13)	274	2.7%

sitetel
Text

MISSING

Distinct	124
Distinct (%)	1.3%
Missing	380
Missing (%)	3.8%
Memory size	156.2 KiB

Length

Max length	12
Median length	12
Mean length	11.957277
Min length	4

Characters and Unicode

Total characters	115029
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	105 ?
Unique (%)	1.1%

Sample

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

Value	Count	Frequency (%)
051-123-1234	9429	96.2%
전화번호	46	0.5%
02	21	0.2%
070	12	0.1%
031	12	0.1%
051	10	0.1%
055	8	0.1%
041	8	0.1%
062	7	0.1%
032	6	0.1%
Other values (189)	245	2.5%

Most occurring characters

Value	Count	Frequency (%)
1	28433	24.7%
2	19040	16.6%
3	19027	16.5%
-	18897	16.4%
0	9697	8.4%
5	9594	8.3%
4	9539	8.3%
	202	0.2%
8	134	0.1%
7	115	0.1%
Other values (6)	351	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	95746	83.2%
Dash Punctuation	18897	16.4%
Space Separator	202	0.2%
Other Letter	184	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28433	29.7%
2	19040	19.9%
3	19027	19.9%
0	9697	10.1%
5	9594	10.0%
4	9539	10.0%
8	134	0.1%
7	115	0.1%
6	97	0.1%
9	70	0.1%

Other Letter

Value	Count	Frequency (%)
전	46	25.0%
화	46	25.0%
번	46	25.0%
호	46	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	18897	100.0%

Space Separator

Value	Count	Frequency (%)
	202	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114845	99.8%
Hangul	184	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28433	24.8%
2	19040	16.6%
3	19027	16.6%
-	18897	16.5%
0	9697	8.4%
5	9594	8.4%
4	9539	8.3%
	202	0.2%
8	134	0.1%
7	115	0.1%
Other values (2)	167	0.1%

Hangul

Value	Count	Frequency (%)
전	46	25.0%
화	46	25.0%
번	46	25.0%
호	46	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114845	99.8%
Hangul	184	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28433	24.8%
2	19040	16.6%
3	19027	16.6%
-	18897	16.5%
0	9697	8.4%
5	9594	8.4%
4	9539	8.3%
	202	0.2%
8	134	0.1%
7	115	0.1%
Other values (2)	167	0.1%

Hangul

Value	Count	Frequency (%)
전	46	25.0%
화	46	25.0%
번	46	25.0%
호	46	25.0%

bdngownsenm
Categorical

IMBALANCE

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

<NA>	8563
자가	783
임대	389
건물소유구분명	265

Length

Max length	7
Median length	4
Mean length	3.8451
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8563	85.6%
자가	783	7.8%
임대	389	3.9%
건물소유구분명	265	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8563	85.6%
자가	783	7.8%
임대	389	3.9%
건물소유구분명	265	2.6%

fctyowkepcnt
Categorical

IMBALANCE

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

<NA>	9513
공장사무직종업원수	372
0	111
1	3
2	1

Length

Max length	9
Median length	4
Mean length	4.1515
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>	9513	95.1%
공장사무직종업원수	372	3.7%
0	111	1.1%
1	3	< 0.1%
2	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9513	95.1%
공장사무직종업원수	372	3.7%
0	111	1.1%
1	3	< 0.1%
2	1	< 0.1%

fctypdtjobepcnt
Categorical

IMBALANCE

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

<NA>	9505
공장생산직종업원수	366
0	108
1	15
2	3
Other values (3)	3

Length

Max length	9
Median length	4
Mean length	4.1443
Min length	1

Unique

Unique	3 ?
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>	9505	95.0%
공장생산직종업원수	366	3.7%
0	108	1.1%
1	15	0.1%
2	3	< 0.1%
6	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9505	95.0%
공장생산직종업원수	366	3.7%
0	108	1.1%
1	15	0.1%
2	3	< 0.1%
6	1	< 0.1%
3	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>	9508
공장판매직종업원수	372
0	112
1	8

Length

Max length	9
Median length	4
Mean length	4.15
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>	9508	95.1%
공장판매직종업원수	372	3.7%
0	112	1.1%
1	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9508	95.1%
공장판매직종업원수	372	3.7%
0	112	1.1%
1	8	0.1%

rgtmbdsno
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	4558
000	4513
L00	563
권리주체일련번호	357
100	3
Other values (4)	6

Length

Max length	8
Median length	3
Mean length	3.6343
Min length	3

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4558	45.6%
000	4513	45.1%
L00	563	5.6%
권리주체일련번호	357	3.6%
100	3	< 0.1%
010	3	< 0.1%
L01	1	< 0.1%
F00	1	< 0.1%
L02	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4558	45.6%
000	4513	45.1%
l00	563	5.6%
권리주체일련번호	357	3.6%
100	3	< 0.1%
010	3	< 0.1%
l01	1	< 0.1%
f00	1	< 0.1%
l02	1	< 0.1%

wtrsplyfacilsenm
Categorical

IMBALANCE

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

<NA>	8526
상수도전용	1124
급수시설구분명	334
지하수전용	14
간이상수도	2

Length

Max length	7
Median length	4
Mean length	4.2142
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>	8526	85.3%
상수도전용	1124	11.2%
급수시설구분명	334	3.3%
지하수전용	14	0.1%
간이상수도	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8526	85.3%
상수도전용	1124	11.2%
급수시설구분명	334	3.3%
지하수전용	14	0.1%
간이상수도	2	< 0.1%

maneipcnt
Categorical

IMBALANCE

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

<NA>	9037
0	537
남성종사자수	389
1	26
2	8
Other values (2)	3

Length

Max length	6
Median length	4
Mean length	3.9056
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>	9037	90.4%
0	537	5.4%
남성종사자수	389	3.9%
1	26	0.3%
2	8	0.1%
3	2	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9037	90.4%
0	537	5.4%
남성종사자수	389	3.9%
1	26	0.3%
2	8	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	9940
<NA>	36
다	16
Y	8

Length

Max length	4
Median length	1
Mean length	1.0108
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	9940	99.4%
<NA>	36	0.4%
다	16	0.2%
Y	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	9940	99.4%
na	36	0.4%
다	16	0.2%
y	8	0.1%

lvsenm
Categorical

IMBALANCE

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

<NA>	9155
등급구분명	389
기타	324
자율	129
지도	1
Other values (2)	2

Length

Max length	5
Median length	4
Mean length	3.9477
Min length	2

Unique

Unique	3 ?
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>	9155	91.5%
등급구분명	389	3.9%
기타	324	3.2%
자율	129	1.3%
지도	1	< 0.1%
관리	1	< 0.1%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9155	91.5%
등급구분명	389	3.9%
기타	324	3.2%
자율	129	1.3%
지도	1	< 0.1%
관리	1	< 0.1%
우수	1	< 0.1%

isream
Categorical

IMBALANCE

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

<NA>	9604
보증액	387
0	4
210000000	1
10000000	1
Other values (3)	3

Length

Max length	9
Median length	4
Mean length	3.9621
Min length	1

Unique

Unique	5 ?
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>	9604	96.0%
보증액	387	3.9%
0	4	< 0.1%
210000000	1	< 0.1%
10000000	1	< 0.1%
3000000	1	< 0.1%
2000000	1	< 0.1%
700000000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9604	96.0%
보증액	387	3.9%
0	4	< 0.1%
210000000	1	< 0.1%
10000000	1	< 0.1%
3000000	1	< 0.1%
2000000	1	< 0.1%
700000000	1	< 0.1%

hoffepcnt
Categorical

IMBALANCE

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

<NA>	9513
본사종업원수	373
0	112
1	2

Length

Max length	6
Median length	4
Mean length	4.0404
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>	9513	95.1%
본사종업원수	373	3.7%
0	112	1.1%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9513	95.1%
본사종업원수	373	3.7%
0	112	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>	9611
설비규격	389

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>	9611	96.1%
설비규격	389	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9611	96.1%
설비규격	389	3.9%

faciltotscp
Text

MISSING

Distinct	1223
Distinct (%)	24.7%
Missing	5056
Missing (%)	50.6%
Memory size	156.2 KiB

Length

Max length	6
Median length	1
Mean length	2.1041667
Min length	1

Characters and Unicode

Total characters	10403
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	1044 ?
Unique (%)	21.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	95.79

Value	Count	Frequency (%)
0	3251	65.8%
3.3	48	1.0%
시설총규모	36	0.7%
10	20	0.4%
6.6	19	0.4%
20	12	0.2%
33	11	0.2%
24	11	0.2%
15	9	0.2%
9.9	9	0.2%
Other values (1212)	1518	30.7%

Most occurring characters

Value	Count	Frequency (%)
0	3579	34.4%
.	1395	13.4%
1	755	7.3%
2	729	7.0%
3	718	6.9%
6	604	5.8%
4	569	5.5%
5	551	5.3%
8	498	4.8%
9	447	4.3%
Other values (6)	558	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8828	84.9%
Other Punctuation	1395	13.4%
Other Letter	180	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3579	40.5%
1	755	8.6%
2	729	8.3%
3	718	8.1%
6	604	6.8%
4	569	6.4%
5	551	6.2%
8	498	5.6%
9	447	5.1%
7	378	4.3%

Other Letter

Value	Count	Frequency (%)
시	36	20.0%
설	36	20.0%
총	36	20.0%
규	36	20.0%
모	36	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	1395	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10223	98.3%
Hangul	180	1.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3579	35.0%
.	1395	13.6%
1	755	7.4%
2	729	7.1%
3	718	7.0%
6	604	5.9%
4	569	5.6%
5	551	5.4%
8	498	4.9%
9	447	4.4%

Hangul

Value	Count	Frequency (%)
시	36	20.0%
설	36	20.0%
총	36	20.0%
규	36	20.0%
모	36	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10223	98.3%
Hangul	180	1.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3579	35.0%
.	1395	13.6%
1	755	7.4%
2	729	7.1%
3	718	7.0%
6	604	5.9%
4	569	5.6%
5	551	5.4%
8	498	4.9%
9	447	4.4%

Hangul

Value	Count	Frequency (%)
시	36	20.0%
설	36	20.0%
총	36	20.0%
규	36	20.0%
모	36	20.0%

wmeipcnt
Categorical

IMBALANCE

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

<NA>	9037
0	537
여성종사자수	389
1	29
2	6
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	3.9056
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>	9037	90.4%
0	537	5.4%
여성종사자수	389	3.9%
1	29	0.3%
2	6	0.1%
3	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9037	90.4%
0	537	5.4%
여성종사자수	389	3.9%
1	29	0.3%
2	6	0.1%
3	1	< 0.1%
4	1	< 0.1%

trdpjubnsenm
Categorical

IMBALANCE

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

<NA>	9079
영업장주변구분명	389
기타	385
주택가주변	73
아파트지역	51
Other values (2)	23

Length

Max length	8
Median length	4
Mean length	4.1002
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9079	90.8%
영업장주변구분명	389	3.9%
기타	385	3.9%
주택가주변	73	0.7%
아파트지역	51	0.5%
유흥업소밀집지역	18	0.2%
학교정화(상대)	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9079	90.8%
영업장주변구분명	389	3.9%
기타	385	3.9%
주택가주변	73	0.7%
아파트지역	51	0.5%
유흥업소밀집지역	18	0.2%
학교정화(상대	5	< 0.1%

monam
Categorical

IMBALANCE

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

<NA>	9605
월세액	388
0	4
600000	1
250000	1

Length

Max length	6
Median length	4
Mean length	3.9606
Min length	1

Unique

Unique	3 ?
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>	9605	96.0%
월세액	388	3.9%
0	4	< 0.1%
600000	1	< 0.1%
250000	1	< 0.1%
100000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9605	96.0%
월세액	388	3.9%
0	4	< 0.1%
600000	1	< 0.1%
250000	1	< 0.1%
100000	1	< 0.1%

sntuptaenm
Categorical

IMBALANCE

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5056
즉석판매제조가공업	2866
제과점영업	1406
전자상거래(통신판매업)	208
영업장판매	115
Other values (18)	349

Length

Max length	14
Median length	4
Mean length	5.9317
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5056	50.6%
즉석판매제조가공업	2866	28.7%
제과점영업	1406	14.1%
전자상거래(통신판매업)	208	2.1%
영업장판매	115	1.1%
집단급식소 식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
위생업태명	36	0.4%
기타 식품제조가공업	36	0.4%
방문판매	29	0.3%
Other values (13)	63	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5056	49.8%
즉석판매제조가공업	2866	28.2%
제과점영업	1406	13.8%
전자상거래(통신판매업	208	2.0%
영업장판매	115	1.1%
집단급식소	112	1.1%
식품판매업	112	1.1%
건강기능식품유통전문판매업	73	0.7%
기타	53	0.5%
위생업태명	36	0.4%
Other values (15)	116	1.1%

jtupsomainedf
Categorical

IMBALANCE

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

<NA>	9611
전통업소주된음식	389

Length

Max length	8
Median length	4
Mean length	4.1556
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>	9611	96.1%
전통업소주된음식	389	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9611	96.1%
전통업소주된음식	389	3.9%

jtupsoasgnno
Categorical

IMBALANCE

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

<NA>	9611
전통업소지정번호	389

Length

Max length	8
Median length	4
Mean length	4.1556
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>	9611	96.1%
전통업소지정번호	389	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9611	96.1%
전통업소지정번호	389	3.9%

totepnum
Categorical

IMBALANCE

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

<NA>	4669
식육판매업	3986
우유류판매업	608
총종업원수	386
축산물유통전문판매업	132
Other values (8)	219

Length

Max length	10
Median length	8
Mean length	4.7277
Min length	1

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4669	46.7%
식육판매업	3986	39.9%
우유류판매업	608	6.1%
총종업원수	386	3.9%
축산물유통전문판매업	132	1.3%
축산물수입판매업	123	1.2%
식용란수집판매업	59	0.6%
식육부산물전문판매업	31	0.3%
3	2	< 0.1%
16	1	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4669	46.7%
식육판매업	3986	39.9%
우유류판매업	608	6.1%
총종업원수	386	3.9%
축산물유통전문판매업	132	1.3%
축산물수입판매업	123	1.2%
식용란수집판매업	59	0.6%
식육부산물전문판매업	31	0.3%
3	2	< 0.1%
16	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	4939
<NA>	4619
축산물가공업구분명	373
식육판매업	36
축산물유통전문판매업	11
Other values (5)	22

Length

Max length	10
Median length	9
Mean length	5.1913
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
축산물판매업	4939	49.4%
<NA>	4619	46.2%
축산물가공업구분명	373	3.7%
식육판매업	36	0.4%
축산물유통전문판매업	11	0.1%
식육포장처리업	7	0.1%
식육가공업	5	0.1%
식육부산물전문판매업	4	< 0.1%
식용란수집판매업	3	< 0.1%
우유류판매업	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
축산물판매업	4939	49.4%
na	4619	46.2%
축산물가공업구분명	373	3.7%
식육판매업	36	0.4%
축산물유통전문판매업	11	0.1%
식육포장처리업	7	0.1%
식육가공업	5	< 0.1%
식육부산물전문판매업	4	< 0.1%
식용란수집판매업	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>	9497
축산업무구분명	357
축산물판매업	57
축산물운반업	50
축산물보관업	26
Other values (3)	13

Length

Max length	7
Median length	4
Mean length	4.1367
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>	9497	95.0%
축산업무구분명	357	3.6%
축산물판매업	57	0.6%
축산물운반업	50	0.5%
축산물보관업	26	0.3%
식육포장처리업	7	0.1%
축산물가공업	5	0.1%
집유업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9497	95.0%
축산업무구분명	357	3.6%
축산물판매업	57	0.6%
축산물운반업	50	0.5%
축산물보관업	26	0.3%
식육포장처리업	7	0.1%
축산물가공업	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>	9611
축산일련번호	389

Length

Max length	6
Median length	4
Mean length	4.0778
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>	9611	96.1%
축산일련번호	389	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9611	96.1%
축산일련번호	389	3.9%

homepage
Categorical

IMBALANCE

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

<NA>	9610
홈페이지	389
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>	9610	96.1%
홈페이지	389	3.9%
https://smartstore.naver.com/navidstore	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9610	96.1%
홈페이지	389	3.9%
https://smartstore.naver.com/navidstore	1	< 0.1%

last_load_dttm
Date

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

Minimum	2021-02-01 05:26:03
Maximum	2021-02-01 05:26:07

Histogram

Histogram with fixed size bins (bins=5)

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
16276	16278	3230000	3230000-107-2020-00045	07_22_19_P	I	2020-01-17 00:23:25.0	즉석판매제조가공업	명류당티에프	138934	서울특별시 송파구 신천동 29번지 롯데월드타워앤드롯데월드몰	5551	서울특별시 송파구 올림픽로 300, 롯데마트 월드타워점 (신천동)	20200115	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	209074.900840074	445657.80932984	20200115154958	즉석판매제조가공업	051-123-1234	임대	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:06
13919	13920	4000000	4000000-107-2019-00050	07_22_19_P	I	2019-04-10 02:20:18.0	즉석판매제조가공업	(주)만구	447805	경기도 오산시 원동 360-6번지 오산이마트 1층	18143	경기도 오산시 경기대로 181, 오산이마트 1층 (원동)	20190408	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	206383.775609107	404319.688193021	20190408161435	즉석판매제조가공업	051-123-1234	임대	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:06
349	350	3260000	326000000920140004	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	비락우유 서구 대리점	<NA>	부산광역시 서구 부용동2가 30-8번지	48947	<NA>	20140430	<NA>	<NA>	<NA>	<NA>	0000	정상	384086.906530	180888.571802	20150205135633	우유류판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	우유류판매업	축산물판매업	<NA>	<NA>	<NA>	2021-02-01 05:26:03
2208	2205	3300000	330000000920070011	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	한국야쿠르트 온천점	<NA>	부산광역시 동래구 온천동 307-9번지	47706	부산광역시 동래구 차밭골로 43-1 (온천동)	20070330	<NA>	<NA>	<NA>	<NA>	0000	정상	389119.89976100000	193179.78102800000	20150609090717	우유류판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	우유류판매업	축산물판매업	<NA>	<NA>	<NA>	2021-02-01 05:26:03
18055	18056	5690000	5690000-107-2020-00206	07_22_19_P	I	2020-08-15 00:23:13.0	즉석판매제조가공업	대산유통시스템	339854	세종특별자치시 전의면 읍내리 214-8	30004	세종특별자치시 전의면 읍내길 10, 전의농협 하나로마트	20200813	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	218237.744534084	353235.355878044	20200813151640	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>	2021-02-01 05:26:06
14723	14725	3210000	3210000-107-2019-00438	07_22_19_P	I	2019-07-03 02:21:41.0	즉석판매제조가공업	(주)인네이처	137893	서울특별시 서초구 양재동 204번지 푸른솔빌딩	6770	서울특별시 서초구 매헌로16길 6, 푸른솔빌딩 지하1층 (양재동)	20190701	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	203021.730728799	440569.770968036	20190701163429	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>	2021-02-01 05:26:06
12300	12304	3400000	3400000-121-2003-00006	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	샹크미과자점	619901	부산광역시 기장군 기장읍 교리 345-5번지	48947	<NA>	20031007	20050920	<NA>	<NA>	<NA>	02	폐업	401759.117029	197329.559619	20031007000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	자율	<NA>	<NA>	<NA>	95.79	0	주택가주변	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:06
19519	19521	4390000	4390000-107-2021-00014	07_22_19_P	I	2021-01-24 00:23:04.0	즉석판매제조가공업	(주)와이에이비커머스	380884	충청북도 충주시 주덕읍 신양리 550 농협하나로마트	27462	충청북도 충주시 주덕읍 신양로 34, 농협하나로마트	20210122	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	270406.537514	385725.537942	20210122103515	즉석판매제조가공업	07078118500	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:07
15864	15866	5100000	5100000-107-2019-00075	07_22_19_P	I	2019-12-06 00:23:27.0	즉석판매제조가공업	주식회사 인네이처	770240	경상북도 영천시 오수동 286번지	38840	경상북도 영천시 최무선로 83, 1층 (오수동)	20191204	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	372336.077240811	274785.016207305	20191204174405	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>	2021-02-01 05:26:06
12765	12767	3780000	3800000-134-2018-00043	07_22_03_P	I	2018-12-07 02:20:08.0	건강기능식품일반판매업	대박때깔	462834	경기도 성남시 중원구 은행동 2280번지 동남빌라 402호	13163	경기도 성남시 중원구 자혜로57번길 21-9, 402호 (은행동, 동남빌라)	20181205	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	214748.262764904	438914.594203373	20181205150030	<NA>	051-123-1234	<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>	2021-02-01 05:26:06

	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
7142	7136	3370000	337000000920100008	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	삼성빅마트	<NA>	부산광역시 연제구 연산동 1255-2번지	48947	부산광역시 연제구 월드컵대로153번길 18 (연산동)	20100302	<NA>	<NA>	<NA>	<NA>	0004	말소	389368.86502900000	189711.16512600000	20160122180530	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>	2021-02-01 05:26:04
4431	4426	3330000	333000000919850005	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	정육식육점	<NA>	부산광역시 해운대구 반여동 1217-15번지	48038	부산광역시 해운대구 선수촌로 109 (반여동)	19850520	<NA>	<NA>	<NA>	<NA>	0004	말소	393019.20926300000	191734.16382500000	20140710140048	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>	2021-02-01 05:26:04
10254	10256	3290000	3290000-121-2000-06861	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	이드프랑스제과점	614823	부산광역시 부산진구 당감동 797-0번지 나동 103호 주공상가	48947	<NA>	20000114	20070103	<NA>	<NA>	<NA>	02	폐업	384725.502542	187928.970682	20020621000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	기타	<NA>	<NA>	<NA>	42	0	기타	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:05
1612	1609	3290000	329000000920100008	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	참존후레쉬마트	<NA>	부산광역시 부산진구 전포동 190-25번지	48947	<NA>	20100329	20110429	<NA>	<NA>	<NA>	0002	폐업	388688.017890	186929.547217	20110503162918	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>	2021-02-01 05:26:03
1778	1774	3290000	329000000920130044	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	후레쉬마트	<NA>	부산광역시 부산진구 연지동 50-6번지	47120	부산광역시 부산진구 동평로291번길 30 (연지동, 화인아파트)	20131205	<NA>	<NA>	<NA>	<NA>	0004	말소	387668.06311200000	188352.53729800000	20150805130725	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>	2021-02-01 05:26:03
10461	10462	3300000	3300000-121-1993-00002	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	르네상스베이커리	607809	부산광역시 동래구 명장동 145-17번지	47775	부산광역시 동래구 명장로 54-4 (명장동)	19930512	20130516	<NA>	<NA>	<NA>	02	폐업	391857.16855200000	191809.95734100000	19990520000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	기타	<NA>	<NA>	<NA>	24	0	기타	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:26:05
5778	5784	3340000	334000000920110029	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	가람슈퍼렛	<NA>	부산광역시 사하구 하단동 529-1번지 EF골든빌라1층상가	48947	부산광역시 사하구 낙동대로486번길 6 (하단동,EF골든빌라1층상가)	20110825	20111010	<NA>	<NA>	<NA>	0002	폐업	379433.48378900000	180847.61199200000	20111201181727	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>	2021-02-01 05:26:04
14898	14900	5690000	5690000-134-2019-00054	07_22_03_P	I	2019-07-21 02:21:42.0	건강기능식품일반판매업	(주)부원산업	339813	세종특별자치시 연서면 봉암리 397번지	30047	세종특별자치시 연서면 서원길 27-22	20190719	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	225825.975530657	339883.637203693	20190719093339	<NA>	051-123-1234	<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>	2021-02-01 05:26:06
7420	7413	3370000	337000000920160012	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	남양상회	<NA>	<NA>	47543	부산광역시 연제구 거제대로178번길 40 (거제동)	20160805	<NA>	<NA>	<NA>	<NA>	0000	정상	388775.26567800000	189486.77934100000	20160805174924	식용란수집판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식용란수집판매업	축산물판매업	<NA>	<NA>	<NA>	2021-02-01 05:26:04
1699	1696	3290000	329000000920040008	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	대발유통	<NA>	부산광역시 부산진구 초읍동 272-21번지	48947	부산광역시 부산진구 초읍천로108번길 82 (초읍동)	20040802	20060721	<NA>	<NA>	<NA>	0002	폐업	386485.69532900000	188767.62626700000	20060721111150	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>	2021-02-01 05:26:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

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

Other Punctuation

Decimal Number

Math Symbol

Other Symbol

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

CJK

Specials

CJK Compat Ideographs

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

Most frequent character per script

Hangul