gimi9 Pandas Profiling

Dataset statistics

Number of variables	49
Number of observations	10000
Missing cells	18736
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	2021-01-05
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052601180000

Alerts

`opnsvcid` is highly imbalanced (55.9%)	Imbalance
`updategbn` is highly imbalanced (98.7%)	Imbalance
`opnsvcnm` is highly imbalanced (67.2%)	Imbalance
`clgstdt` is highly imbalanced (93.5%)	Imbalance
`clgenddt` is highly imbalanced (93.3%)	Imbalance
`ropnymd` is highly imbalanced (89.0%)	Imbalance
`bdngownsenm` is highly imbalanced (65.7%)	Imbalance
`fctyowkepcnt` is highly imbalanced (87.5%)	Imbalance
`fctypdtjobepcnt` is highly imbalanced (88.5%)	Imbalance
`fctysiljobepcnt` is highly imbalanced (85.4%)	Imbalance
`rgtmbdsno` is highly imbalanced (51.9%)	Imbalance
`wtrsplyfacilsenm` is highly imbalanced (68.9%)	Imbalance
`maneipcnt` is highly imbalanced (80.4%)	Imbalance
`multusnupsoyn` is highly imbalanced (97.2%)	Imbalance
`lvsenm` is highly imbalanced (81.6%)	Imbalance
`isream` is highly imbalanced (91.2%)	Imbalance
`hoffepcnt` is highly imbalanced (85.7%)	Imbalance
`equsiz` is highly imbalanced (78.2%)	Imbalance
`wmeipcnt` is highly imbalanced (80.4%)	Imbalance
`trdpjubnsenm` is highly imbalanced (79.3%)	Imbalance
`monam` is highly imbalanced (91.2%)	Imbalance
`sntuptaenm` is highly imbalanced (58.3%)	Imbalance
`jtupsomainedf` is highly imbalanced (78.2%)	Imbalance
`jtupsoasgnno` is highly imbalanced (78.2%)	Imbalance
`totepnum` is highly imbalanced (52.5%)	Imbalance
`lindprcbgbnnm` is highly imbalanced (62.8%)	Imbalance
`lindjobgbnnm` is highly imbalanced (88.9%)	Imbalance
`lindseqno` is highly imbalanced (78.2%)	Imbalance
`homepage` is highly imbalanced (86.2%)	Imbalance
`sitepostno` has 5204 (52.0%) missing values	Missing
`sitewhladdr` has 213 (2.1%) missing values	Missing
`rdnwhladdr` has 1111 (11.1%) missing values	Missing
`dcbymd` has 6248 (62.5%) missing values	Missing
`x` has 290 (2.9%) missing values	Missing
`y` has 290 (2.9%) missing values	Missing
`sitetel` has 296 (3.0%) missing values	Missing
`faciltotscp` has 5084 (50.8%) 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 08:58:49.117740
Analysis finished	2024-04-16 08:58:51.697946
Duration	2.58 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	9680.7816

Minimum	2
Maximum	19327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	952.95
Q1	4829.75
median	9703
Q3	14518.75
95-th percentile	18364.1
Maximum	19327
Range	19325
Interquartile range (IQR)	9689

Descriptive statistics

Standard deviation	5586.8125
Coefficient of variation (CV)	0.57710346
Kurtosis	-1.2047282
Mean	9680.7816
Median Absolute Deviation (MAD)	4840.5
Skewness	-0.0052221239
Sum	96807816
Variance	31212474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10697	1	< 0.1%
1163	1	< 0.1%
1909	1	< 0.1%
366	1	< 0.1%
2301	1	< 0.1%
18491	1	< 0.1%
17329	1	< 0.1%
17533	1	< 0.1%
4548	1	< 0.1%
15536	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
19327	1	< 0.1%
19326	1	< 0.1%
19324	1	< 0.1%
19322	1	< 0.1%
19318	1	< 0.1%
19316	1	< 0.1%
19315	1	< 0.1%
19314	1	< 0.1%
19313	1	< 0.1%
19312	1	< 0.1%

opnsfteamcode
Real number (ℝ)

Distinct	214
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3589419.2

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	3209500
Q1	3300000
median	3340000
Q3	3450000
95-th percentile	5310000
Maximum	6520000
Range	3520000
Interquartile range (IQR)	150000

Descriptive statistics

Standard deviation	613531.1
Coefficient of variation (CV)	0.17092768
Kurtosis	5.1693433
Mean	3589419.2
Median Absolute Deviation (MAD)	50000
Skewness	2.4004433
Sum	3.5894192 × 10¹⁰
Variance	3.7642041 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3290000	657	6.6%
3330000	652	6.5%
3320000	630	6.3%
3390000	602	6.0%
3300000	565	5.7%
3340000	556	5.6%
3350000	454	4.5%
3310000	439	4.4%
3370000	404	4.0%
3380000	355	3.5%
Other values (204)	4686	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3000000	10	0.1%
3010000	34	0.3%
3020000	20	0.2%
3030000	17	0.2%
3040000	24	0.2%
3050000	27	0.3%
3060000	17	0.2%
3070000	20	0.2%
3080000	15	0.1%
3090000	12	0.1%

Value	Count	Frequency (%)
6520000	10	0.1%
6510000	28	0.3%
6450000	2	< 0.1%
6440000	1	< 0.1%
6410000	1	< 0.1%
5710000	70	0.7%
5700000	5	0.1%
5690000	33	0.3%
5680000	8	0.1%
5670000	55	0.5%

mgtno
Text

Distinct	9645
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	22
Median length	18
Mean length	19.9541
Min length	18

Characters and Unicode

Total characters	199541
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	9321 ?
Unique (%)	93.2%

Sample

1st row	3310000-121-2007-00001
2nd row	356000000920190094
3rd row	331000000920120008
4th row	330000000919990006
5th row	335000000919870009

Value	Count	Frequency (%)
3080000-107-2019-00020	3	< 0.1%
571000000720200002	3	< 0.1%
3220000-107-2020-00041	3	< 0.1%
3320000-107-2019-00007	3	< 0.1%
4070000-107-2019-00092	3	< 0.1%
4140000-107-2020-00016	3	< 0.1%
5340000-107-2020-00036	3	< 0.1%
5530000-107-2019-00077	3	< 0.1%
3620000-107-2019-00027	3	< 0.1%
3250000-107-2019-00112	3	< 0.1%
Other values (9635)	9970	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	94555	47.4%
1	18365	9.2%
3	18220	9.1%
2	17843	8.9%
-	14652	7.3%
9	13375	6.7%
7	6053	3.0%
4	5057	2.5%
5	4283	2.1%
8	3786	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	184889	92.7%
Dash Punctuation	14652	7.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	94555	51.1%
1	18365	9.9%
3	18220	9.9%
2	17843	9.7%
9	13375	7.2%
7	6053	3.3%
4	5057	2.7%
5	4283	2.3%
8	3786	2.0%
6	3352	1.8%

Dash Punctuation

Value	Count	Frequency (%)
-	14652	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	199541	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	94555	47.4%
1	18365	9.2%
3	18220	9.1%
2	17843	8.9%
-	14652	7.3%
9	13375	6.7%
7	6053	3.0%
4	5057	2.5%
5	4283	2.1%
8	3786	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199541	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	94555	47.4%
1	18365	9.2%
3	18220	9.1%
2	17843	8.9%
-	14652	7.3%
9	13375	6.7%
7	6053	3.0%
4	5057	2.5%
5	4283	2.1%
8	3786	1.9%

opnsvcid
Categorical

IMBALANCE

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

07_22_04_P	5023
07_22_19_P	2888
07_22_18_P	1413
07_22_03_P	351
07_22_01_P	97
Other values (13)	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_04_P
3rd row	07_22_04_P
4th row	07_22_04_P
5th row	07_22_04_P

Common Values

Value	Count	Frequency (%)
07_22_04_P	5023	50.2%
07_22_19_P	2888	28.9%
07_22_18_P	1413	14.1%
07_22_03_P	351	3.5%
07_22_01_P	97	1.0%
07_22_02_P	67	0.7%
07_22_25_P	49	0.5%
07_22_11_P	34	0.3%
07_22_24_P	26	0.3%
07_22_10_P	16	0.2%
Other values (8)	36	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07_22_04_p	5023	50.2%
07_22_19_p	2888	28.9%
07_22_18_p	1413	14.1%
07_22_03_p	351	3.5%
07_22_01_p	97	1.0%
07_22_02_p	67	0.7%
07_22_25_p	49	0.5%
07_22_11_p	34	0.3%
07_22_24_p	26	0.3%
07_22_10_p	16	0.2%
Other values (8)	36	0.4%

updategbn
Categorical

IMBALANCE

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

I	9988
U	12

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	9988	99.9%
U	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9988	99.9%
u	12	0.1%

updatedt
Date

Distinct	559
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-01-05 00:23:05

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

IMBALANCE

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

<NA>	6386
즉석판매제조가공업	2888
건강기능식품일반판매업	351
집단급식소식품판매업	97
건강기능식품유통전문판매업	67
Other values (14)	211

Length

Max length	13
Median length	4
Mean length	5.8534
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6386	63.9%
즉석판매제조가공업	2888	28.9%
건강기능식품일반판매업	351	3.5%
집단급식소식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
축산물운반업	49	0.5%
축산판매업	48	0.5%
식품제조가공업	34	0.3%
축산물보관업	26	0.3%
식품자동판매기업	16	0.2%
Other values (9)	38	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6386	63.9%
즉석판매제조가공업	2888	28.9%
건강기능식품일반판매업	351	3.5%
집단급식소식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
축산물운반업	49	0.5%
축산판매업	48	0.5%
식품제조가공업	34	0.3%
축산물보관업	26	0.3%
식품자동판매기업	16	0.2%
Other values (9)	38	0.4%

bplcnm
Text

Distinct	7409
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	41
Median length	27
Mean length	6.714
Min length	2

Characters and Unicode

Total characters	67140
Distinct characters	895
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	6334 ?
Unique (%)	63.3%

Sample

1st row	따삐오 베이커리
2nd row	신선유통
3rd row	한우외식센타
4th row	봉계유통
5th row	세원식육점

Value	Count	Frequency (%)
주식회사	337	2.8%
파리바게뜨	46	0.4%
베이커리	42	0.4%
수라원	41	0.3%
주)한울에프엔비	40	0.3%
부산우유	37	0.3%
더원씨푸드	36	0.3%
주)와이에이비커머스	35	0.3%
뚜레쥬르	34	0.3%
현승유통	32	0.3%
Other values (7763)	11210	94.3%

Most occurring characters

Value	Count	Frequency (%)
점	2736	4.1%
식	2358	3.5%
주	1950	2.9%
	1891	2.8%
)	1755	2.6%
(	1742	2.6%
육	1696	2.5%
리	1436	2.1%
유	1275	1.9%
산	1249	1.9%
Other values (885)	49052	73.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60066	89.5%
Space Separator	1891	2.8%
Close Punctuation	1755	2.6%
Open Punctuation	1742	2.6%
Uppercase Letter	617	0.9%
Lowercase Letter	533	0.8%
Decimal Number	292	0.4%
Other Punctuation	131	0.2%
Dash Punctuation	105	0.2%
Modifier Symbol	3	< 0.1%
Other values (3)	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	2736	4.6%
식	2358	3.9%
주	1950	3.2%
육	1696	2.8%
리	1436	2.4%
유	1275	2.1%
산	1249	2.1%
이	1110	1.8%
우	1028	1.7%
트	1020	1.7%
Other values (808)	44208	73.6%

Uppercase Letter

Value	Count	Frequency (%)
S	80	13.0%
M	43	7.0%
G	38	6.2%
T	35	5.7%
N	35	5.7%
D	34	5.5%
B	31	5.0%
C	31	5.0%
K	31	5.0%
J	30	4.9%
Other values (14)	229	37.1%

Lowercase Letter

Value	Count	Frequency (%)
e	83	15.6%
a	53	9.9%
o	47	8.8%
n	34	6.4%
s	33	6.2%
i	32	6.0%
l	30	5.6%
r	28	5.3%
y	22	4.1%
t	21	3.9%
Other values (13)	150	28.1%

Other Punctuation

Value	Count	Frequency (%)
&	46	35.1%
.	26	19.8%
,	21	16.0%
?	14	10.7%
'	11	8.4%
"	4	3.1%
＆	3	2.3%
:	2	1.5%
!	1	0.8%
;	1	0.8%
Other values (2)	2	1.5%

Decimal Number

Value	Count	Frequency (%)
1	75	25.7%
2	71	24.3%
3	32	11.0%
5	20	6.8%
0	19	6.5%
6	19	6.5%
9	16	5.5%
8	15	5.1%
4	13	4.5%
7	12	4.1%

Space Separator

Value	Count	Frequency (%)
	1891	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1755	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1742	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	105	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	3	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	60059	89.5%
Common	5922	8.8%
Latin	1151	1.7%
Han	8	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	2736	4.6%
식	2358	3.9%
주	1950	3.2%
육	1696	2.8%
리	1436	2.4%
유	1275	2.1%
산	1249	2.1%
이	1110	1.8%
우	1028	1.7%
트	1020	1.7%
Other values (801)	44201	73.6%

Latin

Value	Count	Frequency (%)
e	83	7.2%
S	80	7.0%
a	53	4.6%
o	47	4.1%
M	43	3.7%
G	38	3.3%
T	35	3.0%
N	35	3.0%
D	34	3.0%
n	34	3.0%
Other values (38)	669	58.1%

Common

Value	Count	Frequency (%)
	1891	31.9%
)	1755	29.6%
(	1742	29.4%
-	105	1.8%
1	75	1.3%
2	71	1.2%
&	46	0.8%
3	32	0.5%
.	26	0.4%
,	21	0.4%
Other values (18)	158	2.7%

Han

Value	Count	Frequency (%)
華	1	12.5%
年	1	12.5%
正	1	12.5%
生	1	12.5%
情	1	12.5%
美	1	12.5%
愛	1	12.5%
溫	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60056	89.4%
ASCII	7068	10.5%
CJK	7	< 0.1%
None	5	< 0.1%
Compat Jamo	2	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	2736	4.6%
식	2358	3.9%
주	1950	3.2%
육	1696	2.8%
리	1436	2.4%
유	1275	2.1%
산	1249	2.1%
이	1110	1.8%
우	1028	1.7%
트	1020	1.7%
Other values (798)	44198	73.6%

ASCII

Value	Count	Frequency (%)
	1891	26.8%
)	1755	24.8%
(	1742	24.6%
-	105	1.5%
e	83	1.2%
S	80	1.1%
1	75	1.1%
2	71	1.0%
a	53	0.7%
o	47	0.7%
Other values (63)	1166	16.5%

None

Value	Count	Frequency (%)
＆	3	60.0%
㈜	1	20.0%
·	1	20.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK

Value	Count	Frequency (%)
華	1	14.3%
正	1	14.3%
生	1	14.3%
情	1	14.3%
美	1	14.3%
愛	1	14.3%
溫	1	14.3%

CJK Compat Ideographs

Value	Count	Frequency (%)
年	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㅊ	1	50.0%
ㆍ	1	50.0%

sitepostno
Text

MISSING

Distinct	2120
Distinct (%)	44.2%
Missing	5204
Missing (%)	52.0%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	28776
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	1153 ?
Unique (%)	24.0%

Sample

1st row	608807
2nd row	150034
3rd row	611823
4th row	760310
5th row	136719

Value	Count	Frequency (%)
612020	47	1.0%
지번우편번호	44	0.9%
463420	23	0.5%
600017	20	0.4%
406081	20	0.4%
411410	19	0.4%
618814	18	0.4%
617808	17	0.4%
616852	17	0.4%
608832	15	0.3%
Other values (2110)	4556	95.0%

Most occurring characters

Value	Count	Frequency (%)
0	4558	15.8%
1	4109	14.3%
8	3895	13.5%
6	3382	11.8%
4	2795	9.7%
3	2482	8.6%
2	2448	8.5%
5	1784	6.2%
7	1758	6.1%
9	1301	4.5%
Other values (5)	264	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28512	99.1%
Other Letter	264	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4558	16.0%
1	4109	14.4%
8	3895	13.7%
6	3382	11.9%
4	2795	9.8%
3	2482	8.7%
2	2448	8.6%
5	1784	6.3%
7	1758	6.2%
9	1301	4.6%

Other Letter

Value	Count	Frequency (%)
번	88	33.3%
지	44	16.7%
우	44	16.7%
편	44	16.7%
호	44	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	28512	99.1%
Hangul	264	0.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4558	16.0%
1	4109	14.4%
8	3895	13.7%
6	3382	11.9%
4	2795	9.8%
3	2482	8.7%
2	2448	8.6%
5	1784	6.3%
7	1758	6.2%
9	1301	4.6%

Hangul

Value	Count	Frequency (%)
번	88	33.3%
지	44	16.7%
우	44	16.7%
편	44	16.7%
호	44	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28512	99.1%
Hangul	264	0.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4558	16.0%
1	4109	14.4%
8	3895	13.7%
6	3382	11.9%
4	2795	9.8%
3	2482	8.7%
2	2448	8.6%
5	1784	6.3%
7	1758	6.2%
9	1301	4.6%

Hangul

Value	Count	Frequency (%)
번	88	33.3%
지	44	16.7%
우	44	16.7%
편	44	16.7%
호	44	16.7%

sitewhladdr
Text

MISSING

Distinct	7946
Distinct (%)	81.2%
Missing	213
Missing (%)	2.1%
Memory size	156.2 KiB

Length

Max length	72
Median length	53
Mean length	25.888117
Min length	13

Characters and Unicode

Total characters	253367
Distinct characters	609
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	6851 ?
Unique (%)	70.0%

Sample

1st row	부산광역시 남구 대연동 1742-4번지 외 1필지
2nd row	인천광역시 서구 오류동 1654번지 (주)신선식품
3rd row	부산광역시 남구 용호동 495-14번지
4th row	부산광역시 동래구 온천동 729-12번지
5th row	부산광역시 금정구 장전동 418-10번지

Value	Count	Frequency (%)
부산광역시	6409	13.6%
경기도	1001	2.1%
서울특별시	794	1.7%
북구	657	1.4%
부산진구	614	1.3%
해운대구	608	1.3%
사상구	596	1.3%
동래구	563	1.2%
사하구	547	1.2%
남구	492	1.0%
Other values (10997)	34938	74.0%

Most occurring characters

Value	Count	Frequency (%)
	46755	18.5%
동	10824	4.3%
1	10631	4.2%
시	9836	3.9%
지	9544	3.8%
구	8853	3.5%
번	8834	3.5%
산	8449	3.3%
부	7890	3.1%
-	7722	3.0%
Other values (599)	124029	49.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	151608	59.8%
Space Separator	46755	18.5%
Decimal Number	45777	18.1%
Dash Punctuation	7722	3.0%
Uppercase Letter	629	0.2%
Other Punctuation	298	0.1%
Open Punctuation	221	0.1%
Close Punctuation	219	0.1%
Lowercase Letter	124	< 0.1%
Math Symbol	12	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10824	7.1%
시	9836	6.5%
지	9544	6.3%
구	8853	5.8%
번	8834	5.8%
산	8449	5.6%
부	7890	5.2%
광	7382	4.9%
역	7019	4.6%
도	2443	1.6%
Other values (530)	70534	46.5%

Uppercase Letter

Value	Count	Frequency (%)
A	87	13.8%
B	86	13.7%
S	67	10.7%
G	52	8.3%
E	48	7.6%
C	43	6.8%
K	39	6.2%
T	26	4.1%
M	22	3.5%
R	21	3.3%
Other values (15)	138	21.9%

Lowercase Letter

Value	Count	Frequency (%)
e	19	15.3%
s	15	12.1%
l	10	8.1%
a	9	7.3%
g	8	6.5%
t	7	5.6%
i	7	5.6%
o	6	4.8%
u	5	4.0%
n	5	4.0%
Other values (9)	33	26.6%

Decimal Number

Value	Count	Frequency (%)
1	10631	23.2%
2	5828	12.7%
3	4684	10.2%
4	4225	9.2%
5	4077	8.9%
0	3753	8.2%
6	3514	7.7%
7	3226	7.0%
8	2984	6.5%
9	2855	6.2%

Other Punctuation

Value	Count	Frequency (%)
,	210	70.5%
?	35	11.7%
.	28	9.4%
@	19	6.4%
/	2	0.7%
'	2	0.7%
:	1	0.3%
&	1	0.3%

Space Separator

Value	Count	Frequency (%)
	46755	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7722	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	221	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	219	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	151609	59.8%
Common	101004	39.9%
Latin	754	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10824	7.1%
시	9836	6.5%
지	9544	6.3%
구	8853	5.8%
번	8834	5.8%
산	8449	5.6%
부	7890	5.2%
광	7382	4.9%
역	7019	4.6%
도	2443	1.6%
Other values (531)	70535	46.5%

Latin

Value	Count	Frequency (%)
A	87	11.5%
B	86	11.4%
S	67	8.9%
G	52	6.9%
E	48	6.4%
C	43	5.7%
K	39	5.2%
T	26	3.4%
M	22	2.9%
R	21	2.8%
Other values (35)	263	34.9%

Common

Value	Count	Frequency (%)
	46755	46.3%
1	10631	10.5%
-	7722	7.6%
2	5828	5.8%
3	4684	4.6%
4	4225	4.2%
5	4077	4.0%
0	3753	3.7%
6	3514	3.5%
7	3226	3.2%
Other values (13)	6589	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	151608	59.8%
ASCII	101757	40.2%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	46755	45.9%
1	10631	10.4%
-	7722	7.6%
2	5828	5.7%
3	4684	4.6%
4	4225	4.2%
5	4077	4.0%
0	3753	3.7%
6	3514	3.5%
7	3226	3.2%
Other values (57)	7342	7.2%

Hangul

Value	Count	Frequency (%)
동	10824	7.1%
시	9836	6.5%
지	9544	6.3%
구	8853	5.8%
번	8834	5.8%
산	8449	5.6%
부	7890	5.2%
광	7382	4.9%
역	7019	4.6%
도	2443	1.6%
Other values (530)	70534	46.5%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

rdnpostno
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

rdnwhladdr
Text

MISSING

Distinct	7377
Distinct (%)	83.0%
Missing	1111
Missing (%)	11.1%
Memory size	156.2 KiB

Length

Max length	67
Median length	59
Mean length	30.935538
Min length	5

Characters and Unicode

Total characters	274986
Distinct characters	671
Distinct categories	12 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	6445 ?
Unique (%)	72.5%

Sample

1st row	부산광역시 남구 못골로 78 (대연동)
2nd row	인천광역시 서구 검단로 107, (주)신선식품 (오류동)
3rd row	부산광역시 남구 용호로 191 (용호동)
4th row	부산광역시 동래구 충렬대로95번길 56 (온천동)
5th row	부산광역시 금정구 부산대학로50번길 23 (장전동)

Value	Count	Frequency (%)
부산광역시	5514	10.1%
1층	1321	2.4%
경기도	1001	1.8%
서울특별시	794	1.5%
부산진구	587	1.1%
북구	584	1.1%
지하1층	571	1.1%
동래구	504	0.9%
사상구	489	0.9%
사하구	448	0.8%
Other values (9565)	42516	78.3%

Most occurring characters

Value	Count	Frequency (%)
	45474	16.5%
동	10935	4.0%
1	10488	3.8%
시	9260	3.4%
로	8649	3.1%
(	8238	3.0%
)	8236	3.0%
구	8168	3.0%
산	7779	2.8%
부	7343	2.7%
Other values (661)	150416	54.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	166383	60.5%
Space Separator	45474	16.5%
Decimal Number	39245	14.3%
Open Punctuation	8239	3.0%
Close Punctuation	8237	3.0%
Other Punctuation	5409	2.0%
Dash Punctuation	1205	0.4%
Uppercase Letter	691	0.3%
Lowercase Letter	87	< 0.1%
Math Symbol	14	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10935	6.6%
시	9260	5.6%
로	8649	5.2%
구	8168	4.9%
산	7779	4.7%
부	7343	4.4%
광	6655	4.0%
역	6184	3.7%
길	4072	2.4%
대	3604	2.2%
Other values (590)	93734	56.3%

Uppercase Letter

Value	Count	Frequency (%)
B	125	18.1%
A	90	13.0%
S	82	11.9%
G	59	8.5%
C	50	7.2%
E	46	6.7%
K	44	6.4%
P	24	3.5%
N	22	3.2%
M	21	3.0%
Other values (15)	128	18.5%

Lowercase Letter

Value	Count	Frequency (%)
e	17	19.5%
s	16	18.4%
g	10	11.5%
l	6	6.9%
o	5	5.7%
u	5	5.7%
c	4	4.6%
a	4	4.6%
m	3	3.4%
i	3	3.4%
Other values (7)	14	16.1%

Decimal Number

Value	Count	Frequency (%)
1	10488	26.7%
2	5498	14.0%
3	4104	10.5%
0	3428	8.7%
5	3165	8.1%
4	3141	8.0%
6	2672	6.8%
7	2563	6.5%
8	2189	5.6%
9	1997	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	5340	98.7%
?	39	0.7%
.	15	0.3%
@	8	0.1%
/	2	< 0.1%
#	1	< 0.1%
·	1	< 0.1%
*	1	< 0.1%
'	1	< 0.1%
&	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	8238	> 99.9%
[	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	8236	> 99.9%
]	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	45474	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1205	100.0%

Math Symbol

Value	Count	Frequency (%)
~	14	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	166384	60.5%
Common	107823	39.2%
Latin	779	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10935	6.6%
시	9260	5.6%
로	8649	5.2%
구	8168	4.9%
산	7779	4.7%
부	7343	4.4%
광	6655	4.0%
역	6184	3.7%
길	4072	2.4%
대	3604	2.2%
Other values (591)	93735	56.3%

Latin

Value	Count	Frequency (%)
B	125	16.0%
A	90	11.6%
S	82	10.5%
G	59	7.6%
C	50	6.4%
E	46	5.9%
K	44	5.6%
P	24	3.1%
N	22	2.8%
M	21	2.7%
Other values (33)	216	27.7%

Common

Value	Count	Frequency (%)
	45474	42.2%
1	10488	9.7%
(	8238	7.6%
)	8236	7.6%
2	5498	5.1%
,	5340	5.0%
3	4104	3.8%
0	3428	3.2%
5	3165	2.9%
4	3141	2.9%
Other values (17)	10711	9.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	166383	60.5%
ASCII	108600	39.5%
None	2	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45474	41.9%
1	10488	9.7%
(	8238	7.6%
)	8236	7.6%
2	5498	5.1%
,	5340	4.9%
3	4104	3.8%
0	3428	3.2%
5	3165	2.9%
4	3141	2.9%
Other values (58)	11488	10.6%

Hangul

Value	Count	Frequency (%)
동	10935	6.6%
시	9260	5.6%
로	8649	5.2%
구	8168	4.9%
산	7779	4.7%
부	7343	4.4%
광	6655	4.0%
역	6184	3.7%
길	4072	2.4%
대	3604	2.2%
Other values (590)	93734	56.3%

None

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

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	100.0%

apvpermymd
Real number (ℝ)

Distinct	4842
Distinct (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20095843

Minimum	19631010
Maximum	20210104
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19631010
5-th percentile	19880728
Q1	20030115
median	20121024
Q3	20190611
95-th percentile	20200915
Maximum	20210104
Range	579094
Interquartile range (IQR)	160496.25

Descriptive statistics

Standard deviation	107539.74
Coefficient of variation (CV)	0.0053513427
Kurtosis	0.48839466
Mean	20095843
Median Absolute Deviation (MAD)	70104
Skewness	-1.023853
Sum	2.0095843 × 10¹¹
Variance	1.1564796 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19980713	51	0.5%
20190315	23	0.2%
20190208	20	0.2%
20191213	20	0.2%
20200131	20	0.2%
20201120	20	0.2%
20190104	20	0.2%
20190412	19	0.2%
20190322	19	0.2%
20200327	19	0.2%
Other values (4832)	9769	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19631010	1	< 0.1%
19651010	5	0.1%
19651024	1	< 0.1%
19651116	1	< 0.1%
19651124	1	< 0.1%
19651215	1	< 0.1%
19660916	1	< 0.1%
19661125	1	< 0.1%
19670814	1	< 0.1%
19680422	2	< 0.1%

Value	Count	Frequency (%)
20210104	1	< 0.1%
20210103	1	< 0.1%
20210102	2	< 0.1%
20210101	2	< 0.1%
20201231	5	0.1%
20201230	2	< 0.1%
20201229	5	0.1%
20201228	4	< 0.1%
20201227	1	< 0.1%
20201226	1	< 0.1%

dcbymd
Text

MISSING

Distinct	2161
Distinct (%)	57.6%
Missing	6248
Missing (%)	62.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.6289979
Min length	4

Characters and Unicode

Total characters	28624
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	1390 ?
Unique (%)	37.0%

Sample

1st row	20151111
2nd row	20141226
3rd row	20160630
4th row	19990323
5th row	20091126

Value	Count	Frequency (%)
폐업일자	348	9.3%
20131222	30	0.8%
20121213	22	0.6%
20060216	19	0.5%
20140820	15	0.4%
20170131	9	0.2%
20050526	9	0.2%
20060412	9	0.2%
20111230	8	0.2%
20130607	8	0.2%
Other values (2151)	3275	87.3%

Most occurring characters

Value	Count	Frequency (%)
0	9032	31.6%
2	5838	20.4%
1	5294	18.5%
3	1368	4.8%
6	1100	3.8%
4	1036	3.6%
7	1019	3.6%
5	920	3.2%
8	868	3.0%
9	757	2.6%
Other values (4)	1392	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27232	95.1%
Other Letter	1392	4.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	9032	33.2%
2	5838	21.4%
1	5294	19.4%
3	1368	5.0%
6	1100	4.0%
4	1036	3.8%
7	1019	3.7%
5	920	3.4%
8	868	3.2%
9	757	2.8%

Other Letter

Value	Count	Frequency (%)
폐	348	25.0%
업	348	25.0%
일	348	25.0%
자	348	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	27232	95.1%
Hangul	1392	4.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	9032	33.2%
2	5838	21.4%
1	5294	19.4%
3	1368	5.0%
6	1100	4.0%
4	1036	3.8%
7	1019	3.7%
5	920	3.4%
8	868	3.2%
9	757	2.8%

Hangul

Value	Count	Frequency (%)
폐	348	25.0%
업	348	25.0%
일	348	25.0%
자	348	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27232	95.1%
Hangul	1392	4.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	9032	33.2%
2	5838	21.4%
1	5294	19.4%
3	1368	5.0%
6	1100	4.0%
4	1036	3.8%
7	1019	3.7%
5	920	3.4%
8	868	3.2%
9	757	2.8%

Hangul

Value	Count	Frequency (%)
폐	348	25.0%
업	348	25.0%
일	348	25.0%
자	348	25.0%

clgstdt
Categorical

IMBALANCE

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

<NA>	9642
휴업시작일자	348
20101103	1
20130528	1
20050428	1
Other values (7)	7

Length

Max length	8
Median length	4
Mean length	4.0736
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>	9642	96.4%
휴업시작일자	348	3.5%
20101103	1	< 0.1%
20130528	1	< 0.1%
20050428	1	< 0.1%
20160406	1	< 0.1%
20060707	1	< 0.1%
20130314	1	< 0.1%
20111013	1	< 0.1%
20110408	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9642	96.4%
휴업시작일자	348	3.5%
20101103	1	< 0.1%
20130528	1	< 0.1%
20050428	1	< 0.1%
20160406	1	< 0.1%
20060707	1	< 0.1%
20130314	1	< 0.1%
20111013	1	< 0.1%
20110408	1	< 0.1%
Other values (2)	2	< 0.1%

clgenddt
Categorical

IMBALANCE

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

<NA>	9643
휴업종료일자	348
20111102	1
20131231	1
20060429	1
Other values (6)	6

Length

Max length	8
Median length	4
Mean length	4.0732
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>	9643	96.4%
휴업종료일자	348	3.5%
20111102	1	< 0.1%
20131231	1	< 0.1%
20060429	1	< 0.1%
20161006	1	< 0.1%
20061231	1	< 0.1%
20140313	1	< 0.1%
20121012	1	< 0.1%
20120324	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9643	96.4%
휴업종료일자	348	3.5%
20111102	1	< 0.1%
20131231	1	< 0.1%
20060429	1	< 0.1%
20161006	1	< 0.1%
20061231	1	< 0.1%
20140313	1	< 0.1%
20121012	1	< 0.1%
20120324	1	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9650
재개업일자	348
20081007	1
20130806	1

Length

Max length	8
Median length	4
Mean length	4.0356
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9650	96.5%
재개업일자	348	3.5%
20081007	1	< 0.1%
20130806	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9650	96.5%
재개업일자	348	3.5%
20081007	1	< 0.1%
20130806	1	< 0.1%

trdstatenm
Categorical

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

영업/정상	3556
0002	2607
0000	2114
02	813
01	598
Other values (6)	312

Length

Max length	5
Median length	4
Mean length	4.072
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	3556	35.6%
0002	2607	26.1%
0000	2114	21.1%
02	813	8.1%
01	598	6.0%
0004	243	2.4%
<NA>	44	0.4%
0001	9	0.1%
폐업	7	0.1%
영업상태	7	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
영업/정상	3556	35.6%
0002	2607	26.1%
0000	2114	21.1%
02	813	8.1%
01	598	6.0%
0004	243	2.4%
na	44	0.4%
0001	9	0.1%
폐업	7	0.1%
영업상태	7	0.1%

dtlstatenm
Categorical

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

영업	4063
폐업	3427
정상	2249
말소	243
휴업	9
Other values (3)	9

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	4063	40.6%
폐업	3427	34.3%
정상	2249	22.5%
말소	243	2.4%
휴업	9	0.1%
영업중	5	0.1%
??	2	< 0.1%
행정처분	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	4063	40.6%
폐업	3427	34.3%
정상	2249	22.5%
말소	243	2.4%
휴업	9	0.1%
영업중	5	< 0.1%
	2	< 0.1%
행정처분	2	< 0.1%

x
Text

MISSING

Distinct	7185
Distinct (%)	74.0%
Missing	290
Missing (%)	2.9%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.994645
Min length	7

Characters and Unicode

Total characters	194148
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	5892 ?
Unique (%)	60.7%

Sample

1st row	390580.53369500000
2nd row	166274.138994991
3rd row	392474.24138100000
4th row	388680.63587400000
5th row	389913.11285600000

Value	Count	Frequency (%)
381223.93770800000	30	0.3%
209850.446960528	22	0.2%
381150.24062500000	18	0.2%
394015.45385100000	17	0.2%
381201.909278	16	0.2%
381168.29159900000	16	0.2%
190107.045415333	14	0.1%
202358.505687227	14	0.1%
178006.080301401	14	0.1%
200250.447804795	14	0.1%
Other values (7175)	9535	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	37569	19.4%
	34767	17.9%
3	17272	8.9%
8	14314	7.4%
9	13293	6.8%
2	12438	6.4%
1	12426	6.4%
7	11104	5.7%
5	10508	5.4%
4	10411	5.4%
Other values (9)	20046	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149724	77.1%
Space Separator	34767	17.9%
Other Punctuation	9629	5.0%
Other Letter	16	< 0.1%
Open Punctuation	4	< 0.1%
Uppercase Letter	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37569	25.1%
3	17272	11.5%
8	14314	9.6%
9	13293	8.9%
2	12438	8.3%
1	12426	8.3%
7	11104	7.4%
5	10508	7.0%
4	10411	7.0%
6	10389	6.9%

Other Letter

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

Space Separator

Value	Count	Frequency (%)
	34767	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9629	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	194128	> 99.9%
Hangul	16	< 0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37569	19.4%
	34767	17.9%
3	17272	8.9%
8	14314	7.4%
9	13293	6.8%
2	12438	6.4%
1	12426	6.4%
7	11104	5.7%
5	10508	5.4%
4	10411	5.4%
Other values (4)	20026	10.3%

Hangul

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

Latin

Value	Count	Frequency (%)
X	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194132	> 99.9%
Hangul	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37569	19.4%
	34767	17.9%
3	17272	8.9%
8	14314	7.4%
9	13293	6.8%
2	12438	6.4%
1	12426	6.4%
7	11104	5.7%
5	10508	5.4%
4	10411	5.4%
Other values (5)	20030	10.3%

Hangul

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

y
Text

MISSING

Distinct	7184
Distinct (%)	74.0%
Missing	290
Missing (%)	2.9%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.994645
Min length	7

Characters and Unicode

Total characters	194148
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	5890 ?
Unique (%)	60.7%

Sample

1st row	184167.07016700000
2nd row	455084.787859596
3rd row	181919.67284200000
4th row	192411.99154100000
5th row	194880.99658600000

Value	Count	Frequency (%)
184549.28339000000	30	0.3%
432304.149379043	22	0.2%
190717.70395600000	18	0.2%
187900.93961700000	17	0.2%
190674.25624800000	16	0.2%
184537.273724	16	0.2%
444683.220506107	14	0.1%
447232.955697694	14	0.1%
445157.626366229	14	0.1%
462865.812502378	14	0.1%
Other values (7174)	9535	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	36516	18.8%
	34767	17.9%
1	17453	9.0%
8	13749	7.1%
4	13126	6.8%
9	13010	6.7%
7	11583	6.0%
3	11257	5.8%
2	11165	5.8%
6	11022	5.7%
Other values (11)	20500	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	149693	77.1%
Space Separator	34767	17.9%
Other Punctuation	9630	5.0%
Dash Punctuation	26	< 0.1%
Other Letter	16	< 0.1%
Close Punctuation	8	< 0.1%
Open Punctuation	4	< 0.1%
Uppercase Letter	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	36516	24.4%
1	17453	11.7%
8	13749	9.2%
4	13126	8.8%
9	13010	8.7%
7	11583	7.7%
3	11257	7.5%
2	11165	7.5%
6	11022	7.4%
5	10812	7.2%

Other Letter

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	50.0%
]	4	50.0%

Space Separator

Value	Count	Frequency (%)
	34767	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9630	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	194128	> 99.9%
Hangul	16	< 0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	36516	18.8%
	34767	17.9%
1	17453	9.0%
8	13749	7.1%
4	13126	6.8%
9	13010	6.7%
7	11583	6.0%
3	11257	5.8%
2	11165	5.8%
6	11022	5.7%
Other values (6)	20480	10.5%

Hangul

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

Latin

Value	Count	Frequency (%)
Y	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	194132	> 99.9%
Hangul	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	36516	18.8%
	34767	17.9%
1	17453	9.0%
8	13749	7.1%
4	13126	6.8%
9	13010	6.7%
7	11583	6.0%
3	11257	5.8%
2	11165	5.8%
6	11022	5.7%
Other values (7)	20484	10.6%

Hangul

Value	Count	Frequency (%)
좌	4	25.0%
표	4	25.0%
정	4	25.0%
보	4	25.0%

lastmodts
Real number (ℝ)

Distinct	9532
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0146072 × 10¹³

Minimum	1.9990315 × 10¹³
Maximum	2.0210103 × 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	2.0040402 × 10¹³
Q1	2.0111114 × 10¹³
median	2.016111 × 10¹³
Q3	2.0190611 × 10¹³
95-th percentile	2.0200915 × 10¹³
Maximum	2.0210103 × 10¹³
Range	2.1978817 × 10¹¹
Interquartile range (IQR)	7.9496969 × 10¹⁰

Descriptive statistics

Standard deviation	5.2729921 × 10¹⁰
Coefficient of variation (CV)	0.0026173797
Kurtosis	-0.41142193
Mean	2.0146072 × 10¹³
Median Absolute Deviation (MAD)	3.038506 × 10¹⁰
Skewness	-0.84865462
Sum	2.0146072 × 10¹⁷
Variance	2.7804446 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20061226000000	16	0.2%
20050614000000	10	0.1%
20020802000000	7	0.1%
20040823000000	7	0.1%
20050615000000	7	0.1%
19990319000000	7	0.1%
20050525000000	6	0.1%
20020801000000	5	0.1%
19990318000000	5	0.1%
20020531000000	5	0.1%
Other values (9522)	9925	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990315000000	3	< 0.1%
19990316000000	3	< 0.1%
19990317000000	4	< 0.1%
19990318000000	5	0.1%
19990319000000	7	0.1%
19990323000000	1	< 0.1%
19990324000000	1	< 0.1%
19990511000000	2	< 0.1%
19990520000000	1	< 0.1%
19990610000000	1	< 0.1%

Value	Count	Frequency (%)
20210103171443	1	< 0.1%
20210103141601	1	< 0.1%
20210102151319	1	< 0.1%
20210102150412	1	< 0.1%
20210101102502	1	< 0.1%
20201231203956	1	< 0.1%
20201231163331	1	< 0.1%
20201231145850	1	< 0.1%
20201231141227	1	< 0.1%
20201231140741	1	< 0.1%

uptaenm
Categorical

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

식육판매업	4028
즉석판매제조가공업	2870
제과점영업	1413
우유류판매업	605
<NA>	398
Other values (16)	686

Length

Max length	13
Median length	5
Mean length	6.458
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	제과점영업
2nd row	식용란수집판매업
3rd row	식육판매업
4th row	식육판매업
5th row	식육판매업

Common Values

Value	Count	Frequency (%)
식육판매업	4028	40.3%
즉석판매제조가공업	2870	28.7%
제과점영업	1413	14.1%
우유류판매업	605	6.0%
<NA>	398	4.0%
축산물유통전문판매업	165	1.7%
축산물수입판매업	122	1.2%
집단급식소 식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
식용란수집판매업	66	0.7%
Other values (11)	169	1.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
식육판매업	4028	39.8%
즉석판매제조가공업	2870	28.3%
제과점영업	1413	13.9%
우유류판매업	605	6.0%
na	398	3.9%
축산물유통전문판매업	165	1.6%
축산물수입판매업	122	1.2%
집단급식소	97	1.0%
식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
Other values (12)	269	2.7%

sitetel
Text

MISSING

Distinct	101
Distinct (%)	1.0%
Missing	296
Missing (%)	3.0%
Memory size	156.2 KiB

Length

Max length	12
Median length	12
Mean length	11.972795
Min length	4

Characters and Unicode

Total characters	116184
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	83 ?
Unique (%)	0.9%

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	9552	96.8%
전화번호	30	0.3%
02	18	0.2%
070	14	0.1%
031	13	0.1%
055	10	0.1%
041	9	0.1%
062	7	0.1%
032	6	0.1%
78118500	4	< 0.1%
Other values (152)	202	2.0%

Most occurring characters

Value	Count	Frequency (%)
1	28772	24.8%
2	19256	16.6%
3	19243	16.6%
-	19133	16.5%
0	9783	8.4%
5	9696	8.3%
4	9652	8.3%
	179	0.2%
7	105	0.1%
8	104	0.1%
Other values (6)	261	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96752	83.3%
Dash Punctuation	19133	16.5%
Space Separator	179	0.2%
Other Letter	120	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28772	29.7%
2	19256	19.9%
3	19243	19.9%
0	9783	10.1%
5	9696	10.0%
4	9652	10.0%
7	105	0.1%
8	104	0.1%
6	83	0.1%
9	58	0.1%

Other Letter

Value	Count	Frequency (%)
전	30	25.0%
화	30	25.0%
번	30	25.0%
호	30	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19133	100.0%

Space Separator

Value	Count	Frequency (%)
	179	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	116064	99.9%
Hangul	120	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28772	24.8%
2	19256	16.6%
3	19243	16.6%
-	19133	16.5%
0	9783	8.4%
5	9696	8.4%
4	9652	8.3%
	179	0.2%
7	105	0.1%
8	104	0.1%
Other values (2)	141	0.1%

Hangul

Value	Count	Frequency (%)
전	30	25.0%
화	30	25.0%
번	30	25.0%
호	30	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	116064	99.9%
Hangul	120	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28772	24.8%
2	19256	16.6%
3	19243	16.6%
-	19133	16.5%
0	9783	8.4%
5	9696	8.4%
4	9652	8.3%
	179	0.2%
7	105	0.1%
8	104	0.1%
Other values (2)	141	0.1%

Hangul

Value	Count	Frequency (%)
전	30	25.0%
화	30	25.0%
번	30	25.0%
호	30	25.0%

bdngownsenm
Categorical

IMBALANCE

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

<NA>	8564
자가	812
임대	390
건물소유구분명	233
??	1

Length

Max length	7
Median length	4
Mean length	3.8293
Min length	2

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>	8564	85.6%
자가	812	8.1%
임대	390	3.9%
건물소유구분명	233	2.3%
??	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8564	85.6%
자가	812	8.1%
임대	390	3.9%
건물소유구분명	233	2.3%
	1	< 0.1%

fctyowkepcnt
Categorical

IMBALANCE

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

<NA>	9574
공장사무직종업원수	334
0	86
1	4
2	2

Length

Max length	9
Median length	4
Mean length	4.1394
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>	9574	95.7%
공장사무직종업원수	334	3.3%
0	86	0.9%
1	4	< 0.1%
2	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9574	95.7%
공장사무직종업원수	334	3.3%
0	86	0.9%
1	4	< 0.1%
2	2	< 0.1%

fctypdtjobepcnt
Categorical

IMBALANCE

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

<NA>	9570
공장생산직종업원수	330
0	85
1	10
2	4

Length

Max length	9
Median length	4
Mean length	4.135
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>	9570	95.7%
공장생산직종업원수	330	3.3%
0	85	0.9%
1	10	0.1%
2	4	< 0.1%
5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9570	95.7%
공장생산직종업원수	330	3.3%
0	85	0.9%
1	10	0.1%
2	4	< 0.1%
5	1	< 0.1%

fctysiljobepcnt
Categorical

IMBALANCE

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

<NA>	9572
공장판매직종업원수	335
0	85
1	8

Length

Max length	9
Median length	4
Mean length	4.1396
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>	9572	95.7%
공장판매직종업원수	335	3.4%
0	85	0.9%
1	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9572	95.7%
공장판매직종업원수	335	3.4%
0	85	0.9%
1	8	0.1%

rgtmbdsno
Categorical

IMBALANCE

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

<NA>	4569
000	4523
L00	579
권리주체일련번호	320
100	5
Other values (3)	4

Length

Max length	8
Median length	3
Mean length	3.6169
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4569	45.7%
000	4523	45.2%
L00	579	5.8%
권리주체일련번호	320	3.2%
100	5	0.1%
F00	2	< 0.1%
010	1	< 0.1%
L01	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4569	45.7%
000	4523	45.2%
l00	579	5.8%
권리주체일련번호	320	3.2%
100	5	< 0.1%
f00	2	< 0.1%
010	1	< 0.1%
l01	1	< 0.1%

wtrsplyfacilsenm
Categorical

IMBALANCE

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

<NA>	8535
상수도전용	1147
급수시설구분명	302
지하수전용	14
간이상수도	2

Length

Max length	7
Median length	4
Mean length	4.2069
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>	8535	85.4%
상수도전용	1147	11.5%
급수시설구분명	302	3.0%
지하수전용	14	0.1%
간이상수도	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8535	85.4%
상수도전용	1147	11.5%
급수시설구분명	302	3.0%
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>	9103
0	502
남성종사자수	348
1	38
2	7
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	3.9049
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>	9103	91.0%
0	502	5.0%
남성종사자수	348	3.5%
1	38	0.4%
2	7	0.1%
3	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9103	91.0%
0	502	5.0%
남성종사자수	348	3.5%
1	38	0.4%
2	7	0.1%
3	1	< 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>	33
다	12
Y	9

Length

Max length	4
Median length	1
Mean length	1.0099
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>	33	0.3%
다	12	0.1%
Y	9	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	9946	99.5%
na	33	0.3%
다	12	0.1%
y	9	0.1%

lvsenm
Categorical

IMBALANCE

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

<NA>	9216
등급구분명	348
기타	305
자율	128
지도	1
Other values (2)	2

Length

Max length	5
Median length	4
Mean length	3.9476
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>	9216	92.2%
등급구분명	348	3.5%
기타	305	3.0%
자율	128	1.3%
지도	1	< 0.1%
우수	1	< 0.1%
관리	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9216	92.2%
등급구분명	348	3.5%
기타	305	3.0%
자율	128	1.3%
지도	1	< 0.1%
우수	1	< 0.1%
관리	1	< 0.1%

isream
Categorical

IMBALANCE

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

<NA>	9645
보증액	347
0	5
5000000	1
10000000	1

Length

Max length	8
Median length	4
Mean length	3.9648
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>	9645	96.5%
보증액	347	3.5%
0	5	0.1%
5000000	1	< 0.1%
10000000	1	< 0.1%
2000000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9645	96.5%
보증액	347	3.5%
0	5	< 0.1%
5000000	1	< 0.1%
10000000	1	< 0.1%
2000000	1	< 0.1%

hoffepcnt
Categorical

IMBALANCE

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

<NA>	9575
본사종업원수	336
0	87
1	2

Length

Max length	6
Median length	4
Mean length	4.0405
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>	9575	95.8%
본사종업원수	336	3.4%
0	87	0.9%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9575	95.8%
본사종업원수	336	3.4%
0	87	0.9%
1	2	< 0.1%

equsiz
Categorical

IMBALANCE

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

<NA>	9652
설비규격	348

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>	9652	96.5%
설비규격	348	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9652	96.5%
설비규격	348	3.5%

faciltotscp
Text

MISSING

Distinct	1223
Distinct (%)	24.9%
Missing	5084
Missing (%)	50.8%
Memory size	156.2 KiB

Length

Max length	6
Median length	1
Mean length	2.1175753
Min length	1

Characters and Unicode

Total characters	10410
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	1022 ?
Unique (%)	20.8%

Sample

1st row	33.66
2nd row	0
3rd row	17.64
4th row	0
5th row	0

Value	Count	Frequency (%)
0	3230	65.7%
3.3	40	0.8%
시설총규모	32	0.7%
10	18	0.4%
6.6	18	0.4%
33	10	0.2%
20	10	0.2%
24	9	0.2%
30	9	0.2%
5	7	0.1%
Other values (1212)	1533	31.2%

Most occurring characters

Value	Count	Frequency (%)
0	3569	34.3%
.	1390	13.4%
2	767	7.4%
1	754	7.2%
3	698	6.7%
4	608	5.8%
6	590	5.7%
5	581	5.6%
8	481	4.6%
9	407	3.9%
Other values (6)	565	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8860	85.1%
Other Punctuation	1390	13.4%
Other Letter	160	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3569	40.3%
2	767	8.7%
1	754	8.5%
3	698	7.9%
4	608	6.9%
6	590	6.7%
5	581	6.6%
8	481	5.4%
9	407	4.6%
7	405	4.6%

Other Letter

Value	Count	Frequency (%)
시	32	20.0%
설	32	20.0%
총	32	20.0%
규	32	20.0%
모	32	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	1390	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10250	98.5%
Hangul	160	1.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3569	34.8%
.	1390	13.6%
2	767	7.5%
1	754	7.4%
3	698	6.8%
4	608	5.9%
6	590	5.8%
5	581	5.7%
8	481	4.7%
9	407	4.0%

Hangul

Value	Count	Frequency (%)
시	32	20.0%
설	32	20.0%
총	32	20.0%
규	32	20.0%
모	32	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10250	98.5%
Hangul	160	1.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3569	34.8%
.	1390	13.6%
2	767	7.5%
1	754	7.4%
3	698	6.8%
4	608	5.9%
6	590	5.8%
5	581	5.7%
8	481	4.7%
9	407	4.0%

Hangul

Value	Count	Frequency (%)
시	32	20.0%
설	32	20.0%
총	32	20.0%
규	32	20.0%
모	32	20.0%

wmeipcnt
Categorical

IMBALANCE

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

<NA>	9101
0	501
여성종사자수	348
1	41
2	7
Other values (2)	2

Length

Max length	6
Median length	4
Mean length	3.9044
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>	9101	91.0%
0	501	5.0%
여성종사자수	348	3.5%
1	41	0.4%
2	7	0.1%
11	1	< 0.1%
4	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9101	91.0%
0	501	5.0%
여성종사자수	348	3.5%
1	41	0.4%
2	7	0.1%
11	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>	9129
기타	364
영업장주변구분명	348
주택가주변	85
아파트지역	53
Other values (2)	21

Length

Max length	8
Median length	4
Mean length	4.0886
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>	9129	91.3%
기타	364	3.6%
영업장주변구분명	348	3.5%
주택가주변	85	0.9%
아파트지역	53	0.5%
유흥업소밀집지역	15	0.1%
학교정화(상대)	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9129	91.3%
기타	364	3.6%
영업장주변구분명	348	3.5%
주택가주변	85	0.9%
아파트지역	53	0.5%
유흥업소밀집지역	15	0.1%
학교정화(상대	6	0.1%

monam
Categorical

IMBALANCE

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

<NA>	9645
월세액	347
0	5
500000	1
600000	1

Length

Max length	6
Median length	4
Mean length	3.9644
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>	9645	96.5%
월세액	347	3.5%
0	5	0.1%
500000	1	< 0.1%
600000	1	< 0.1%
100000	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9645	96.5%
월세액	347	3.5%
0	5	< 0.1%
500000	1	< 0.1%
600000	1	< 0.1%
100000	1	< 0.1%

sntuptaenm
Categorical

IMBALANCE

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

<NA>	5084
즉석판매제조가공업	2870
제과점영업	1413
전자상거래(통신판매업)	200
영업장판매	101
Other values (17)	332

Length

Max length	14
Median length	4
Mean length	5.915
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5084	50.8%
즉석판매제조가공업	2870	28.7%
제과점영업	1413	14.1%
전자상거래(통신판매업)	200	2.0%
영업장판매	101	1.0%
집단급식소 식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
기타 식품제조가공업	34	0.3%
위생업태명	32	0.3%
방문판매	26	0.3%
Other values (12)	76	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5084	50.1%
즉석판매제조가공업	2870	28.3%
제과점영업	1413	13.9%
전자상거래(통신판매업	200	2.0%
영업장판매	101	1.0%
집단급식소	97	1.0%
식품판매업	97	1.0%
건강기능식품유통전문판매업	67	0.7%
기타	55	0.5%
식품제조가공업	34	0.3%
Other values (14)	122	1.2%

jtupsomainedf
Categorical

IMBALANCE

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

<NA>	9652
전통업소주된음식	348

Length

Max length	8
Median length	4
Mean length	4.1392
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>	9652	96.5%
전통업소주된음식	348	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9652	96.5%
전통업소주된음식	348	3.5%

jtupsoasgnno
Categorical

IMBALANCE

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

<NA>	9652
전통업소지정번호	348

Length

Max length	8
Median length	4
Mean length	4.1392
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>	9652	96.5%
전통업소지정번호	348	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9652	96.5%
전통업소지정번호	348	3.5%

totepnum
Categorical

IMBALANCE

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

<NA>	4674
식육판매업	4000
우유류판매업	602
총종업원수	347
축산물유통전문판매업	152
Other values (7)	225

Length

Max length	10
Median length	8
Mean length	4.7406
Min length	1

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4674	46.7%
식육판매업	4000	40.0%
우유류판매업	602	6.0%
총종업원수	347	3.5%
축산물유통전문판매업	152	1.5%
축산물수입판매업	122	1.2%
식용란수집판매업	64	0.6%
식육부산물전문판매업	35	0.4%
4	1	< 0.1%
6	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4674	46.7%
식육판매업	4000	40.0%
우유류판매업	602	6.0%
총종업원수	347	3.5%
축산물유통전문판매업	152	1.5%
축산물수입판매업	122	1.2%
식용란수집판매업	64	0.6%
식육부산물전문판매업	35	0.4%
4	1	< 0.1%
6	1	< 0.1%
Other values (2)	2	< 0.1%

lindprcbgbnnm
Categorical

IMBALANCE

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

축산물판매업	4975
<NA>	4632
축산물가공업구분명	333
식육판매업	28
축산물유통전문판매업	13
Other values (5)	19

Length

Max length	10
Median length	9
Mean length	5.1777
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
축산물판매업	4975	49.8%
<NA>	4632	46.3%
축산물가공업구분명	333	3.3%
식육판매업	28	0.3%
축산물유통전문판매업	13	0.1%
식육포장처리업	9	0.1%
식육가공업	3	< 0.1%
우유류판매업	3	< 0.1%
식용란수집판매업	2	< 0.1%
식육부산물전문판매업	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
축산물판매업	4975	49.8%
na	4632	46.3%
축산물가공업구분명	333	3.3%
식육판매업	28	0.3%
축산물유통전문판매업	13	0.1%
식육포장처리업	9	0.1%
식육가공업	3	< 0.1%
우유류판매업	3	< 0.1%
식용란수집판매업	2	< 0.1%
식육부산물전문판매업	2	< 0.1%

lindjobgbnnm
Categorical

IMBALANCE

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

<NA>	9544
축산업무구분명	320
축산물운반업	49
축산물판매업	48
축산물보관업	26
Other values (3)	13

Length

Max length	7
Median length	4
Mean length	4.1238
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9544	95.4%
축산업무구분명	320	3.2%
축산물운반업	49	0.5%
축산물판매업	48	0.5%
축산물보관업	26	0.3%
식육포장처리업	9	0.1%
축산물가공업	3	< 0.1%
집유업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9544	95.4%
축산업무구분명	320	3.2%
축산물운반업	49	0.5%
축산물판매업	48	0.5%
축산물보관업	26	0.3%
식육포장처리업	9	0.1%
축산물가공업	3	< 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>	9652
축산일련번호	348

Length

Max length	6
Median length	4
Mean length	4.0696
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>	9652	96.5%
축산일련번호	348	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9652	96.5%
축산일련번호	348	3.5%

homepage
Categorical

IMBALANCE

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

<NA>	9651
홈페이지	348
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>	9651	96.5%
홈페이지	348	3.5%
https://smartstore.naver.com/navidstore	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9651	96.5%
홈페이지	348	3.5%
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	2021-01-05 10:31:03
Maximum	2021-01-05 10:31:07

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
10696	10697	3310000	3310000-121-2007-00001	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	따삐오 베이커리	608807	부산광역시 남구 대연동 1742-4번지 외 1필지	48445	부산광역시 남구 못골로 78 (대연동)	20070418	20151111	<NA>	<NA>	<NA>	02	폐업	390580.53369500000	184167.07016700000	20140408143443	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	33.66	<NA>	<NA>	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:05
16074	16076	3560000	356000000920190094	07_22_04_P	I	2019-12-27 00:23:37.0	축산판매업	신선유통	<NA>	인천광역시 서구 오류동 1654번지 (주)신선식품	22653	인천광역시 서구 검단로 107, (주)신선식품 (오류동)	20191225	<NA>	<NA>	<NA>	<NA>	영업/정상	정상	166274.138994991	455084.787859596	20191225155324	식용란수집판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식용란수집판매업	축산물판매업	<NA>	<NA>	2021-01-05 10:31:06
3313	3305	3310000	331000000920120008	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	한우외식센타	<NA>	부산광역시 남구 용호동 495-14번지	48587	부산광역시 남구 용호로 191 (용호동)	20120521	20141226	<NA>	<NA>	<NA>	0002	폐업	392474.24138100000	181919.67284200000	20141226160011	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>	2021-01-05 10:31:04
2355	2352	3300000	330000000919990006	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	봉계유통	<NA>	부산광역시 동래구 온천동 729-12번지	47730	부산광역시 동래구 충렬대로95번길 56 (온천동)	19990406	20160630	<NA>	<NA>	<NA>	0002	폐업	388680.63587400000	192411.99154100000	20160629101024	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>	2021-01-05 10:31:03
6638	6636	3350000	335000000919870009	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	세원식육점	<NA>	부산광역시 금정구 장전동 418-10번지	48947	부산광역시 금정구 부산대학로50번길 23 (장전동)	19870822	19990323	<NA>	<NA>	<NA>	0002	폐업	389913.11285600000	194880.99658600000	20050131155818	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>	2021-01-05 10:31:04
17875	17877	3180000	3180000-107-2020-00347	07_22_19_P	I	2020-07-19 00:23:15.0	즉석판매제조가공업	사랑섬김 사회적 협동조합	150034	서울특별시 영등포구 영등포동4가 426-2	07305	서울특별시 영등포구 경인로 823-2 (영등포동4가)	20200717	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	191478.014118646	445967.326555221	20200717145213	즉석판매제조가공업	051-123-1234	자가	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:06
3769	3762	3320000	332000000920160009	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	예우축산	<NA>	<NA>	46504	부산광역시 북구 사상로577번길 14 (구포동)	20160407	<NA>	<NA>	<NA>	<NA>	0000	정상	381222.30580500000	190634.56539800000	20160407175032	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>	2021-01-05 10:31:04
6804	6798	3360000	336000000920020001	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	평강식육점	<NA>	부산광역시 강서구 대저1동 1748-70번지	48947	부산광역시 강서구 낙동북로188번길 26 (대저1동)	20021116	<NA>	<NA>	<NA>	<NA>	0000	정상	377382.06709100000	192520.97655500000	20130628175030	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>	2021-01-05 10:31:04
11895	11897	3370000	3370000-121-1998-00001	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	빠리앙스제과점	611823	부산광역시 연제구 연산동 767-7번지	48947	<NA>	19980122	20091126	<NA>	<NA>	<NA>	02	폐업	389868.770150	189639.436836	20061226000000	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	기타	<NA>	<NA>	<NA>	17.64	0	기타	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:05
13854	13855	5070000	5070000-134-2019-00009	07_22_03_P	I	2019-04-04 02:20:12.0	건강기능식품일반판매업	아모레퍼스픽	760310	경상북도 안동시 옥동 800-3번지 이마트	36663	경상북도 안동시 옥동1길 2, 이마트 지하2층 (옥동)	20190403	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업	352101.301410573	340941.207635123	20190402194437	업태구분명	051-123-1234	자가	공장사무직종업원수	공장생산직종업원수	공장판매직종업원수	권리주체일련번호	급수시설구분명	남성종사자수	N	등급구분명	보증액	본사종업원수	설비규격	0	여성종사자수	영업장주변구분명	월세액	방문판매	전통업소주된음식	전통업소지정번호	총종업원수	축산물가공업구분명	축산업무구분명	축산일련번호	홈페이지	2021-01-05 10:31:06

	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
14842	14844	5130000	5130000-135-2019-00002	07_22_02_P	I	2019-07-14 02:21:36.0	건강기능식품유통전문판매업	(주)이엘농업법인	712881	경상북도 경산시 남천면 협석리 423-1번지 다동	38695	경상북도 경산시 남천면 협석2길 25, 다동	20190712	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	356225.839399379	255813.975660406	20190712131327	건강기능식품유통전문판매업	051-123-1234	자가	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	건강기능식품유통전문판매업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:06
3762	3755	3320000	332000000919960007	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	금곡스토아	<NA>	부산광역시 북구 금곡동 1110번지	48947	<NA>	19960712	20050831	<NA>	<NA>	<NA>	0002	폐업	383444.793733	196568.893601	20050831161151	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>	2021-01-05 10:31:04
16889	16891	3140000	3140000-107-2020-00158	07_22_19_P	I	2020-03-22 00:23:22.0	즉석판매제조가공업	(주)햇살드림	158050	서울특별시 양천구 목동 916번지 현대백화점 목동점 지하2층	07998	서울특별시 양천구 목동동로 257, 지하2층 (목동, 현대하이페리온)	20200320	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	188884.075622342	447186.888604306	20200320145648	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>	2021-01-05 10:31:06
137	139	3250000	325000000920040001	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	남양유업중구가정대리점	<NA>	부산광역시 중구 영주동 282-24번지 12통4반	48947	<NA>	20040407	20090515	<NA>	<NA>	<NA>	0002	폐업	385025.109745	180944.896247	20090515165816	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>	2021-01-05 10:31:03
18163	18164	3690000	3690000-107-2020-00081	07_22_19_P	I	2020-08-27 00:23:13.0	즉석판매제조가공업	양금반찬	681815	울산광역시 중구 우정동 283-3	44467	울산광역시 중구 장춘로 12, 1층 (우정동)	20200825	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	409460.763531293	230891.52978694	20200825102843	즉석판매제조가공업	051-123-1234	자가	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	10.8	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:06
12196	12199	3390000	3390000-121-2011-00009	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	몽블랑제서부산점행사매대	617808	부산광역시 사상구 괘법동 529-1번지 홈플러스서부산점 지하 1층	46970	부산광역시 사상구 광장로 7, 지하 1층 (괘법동, 홈플러스서부산점)	20110810	20180608	<NA>	<NA>	<NA>	02	폐업	380245.68145100000	187128.27562600000	20180608171833	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	2.69	<NA>	<NA>	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-05 10:31:06
4495	4490	3330000	333000000919950010	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	해강식육점	<NA>	부산광역시 해운대구 우동 1388-10번지	48091	부산광역시 해운대구 해운대해변로 83 (우동)	19951011	<NA>	<NA>	<NA>	<NA>	0000	정상	395198.78523300000	187130.02333600000	20170914131841	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>	2021-01-05 10:31:04
8233	8232	3390000	339000000920090014	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	시골장터식육점	<NA>	부산광역시 사상구 괘법동 273-1번지	48947	부산광역시 사상구 사상로224번길 14 (괘법동)	20090603	20140610	<NA>	<NA>	<NA>	0002	폐업	380788.80772300000	187216.90038800000	20140610175520	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>	2021-01-05 10:31:04
13891	13892	3100000	3100000-107-2019-00181	07_22_19_P	I	2019-04-07 02:20:15.0	즉석판매제조가공업	마더앤피쉬	139708	서울특별시 노원구 상계동 713번지 롯데백화점 지하1층	1695	서울특별시 노원구 동일로 1414, 롯데백화점 지하1층 (상계동)	20190405	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	205320.28476675	461419.881795004	20190405162846	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>	2021-01-05 10:31:06
1014	1019	3280000	328000000920000004	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	미주마트식육점	<NA>	부산광역시 영도구 청학동 69-83번지 미주비치아파트 상가동	49090	부산광역시 영도구 일산봉로 64 (청학동, 미주비치아파트 상가동)	20001201	<NA>	<NA>	<NA>	<NA>	0000	정상	388310.19209000000	178786.16805200000	20120217105930	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>	2021-01-05 10:31:03

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Most occurring characters

Most occurring categories

Most frequent character per category

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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

Space Separator

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Open Punctuation

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Math Symbol

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Most occurring scripts