gimi9 Pandas Profiling

Dataset statistics

Number of variables	49
Number of observations	10000
Missing cells	22201
Missing cells (%)	4.5%
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	11
Categorical	32
DateTime	2

Dataset

Description	2021-05-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052601180000

Alerts

`opnsvcid` is highly imbalanced (65.2%)	Imbalance
`updategbn` is highly imbalanced (73.2%)	Imbalance
`opnsvcnm` is highly imbalanced (78.9%)	Imbalance
`clgstdt` is highly imbalanced (98.2%)	Imbalance
`clgenddt` is highly imbalanced (98.1%)	Imbalance
`ropnymd` is highly imbalanced (97.2%)	Imbalance
`uptaenm` is highly imbalanced (52.2%)	Imbalance
`bdngownsenm` is highly imbalanced (91.4%)	Imbalance
`fctyowkepcnt` is highly imbalanced (91.8%)	Imbalance
`fctypdtjobepcnt` is highly imbalanced (91.8%)	Imbalance
`fctysiljobepcnt` is highly imbalanced (89.7%)	Imbalance
`rgtmbdsno` is highly imbalanced (59.4%)	Imbalance
`wtrsplyfacilsenm` is highly imbalanced (76.1%)	Imbalance
`maneipcnt` is highly imbalanced (82.8%)	Imbalance
`multusnupsoyn` is highly imbalanced (94.4%)	Imbalance
`lvsenm` is highly imbalanced (84.3%)	Imbalance
`isream` is highly imbalanced (96.4%)	Imbalance
`hoffepcnt` is highly imbalanced (91.8%)	Imbalance
`equsiz` is highly imbalanced (94.8%)	Imbalance
`wmeipcnt` is highly imbalanced (83.8%)	Imbalance
`trdpjubnsenm` is highly imbalanced (82.7%)	Imbalance
`monam` is highly imbalanced (96.4%)	Imbalance
`sntuptaenm` is highly imbalanced (67.5%)	Imbalance
`jtupsomainedf` is highly imbalanced (94.8%)	Imbalance
`jtupsoasgnno` is highly imbalanced (96.6%)	Imbalance
`totepnum` is highly imbalanced (50.4%)	Imbalance
`lindprcbgbnnm` is highly imbalanced (67.1%)	Imbalance
`lindjobgbnnm` is highly imbalanced (94.6%)	Imbalance
`lindseqno` is highly imbalanced (94.8%)	Imbalance
`homepage` is highly imbalanced (94.8%)	Imbalance
`sitepostno` has 6931 (69.3%) missing values	Missing
`sitewhladdr` has 295 (2.9%) missing values	Missing
`rdnwhladdr` has 1516 (15.2%) missing values	Missing
`dcbymd` has 5106 (51.1%) missing values	Missing
`x` has 344 (3.4%) missing values	Missing
`y` has 344 (3.4%) missing values	Missing
`sitetel` has 784 (7.8%) missing values	Missing
`faciltotscp` has 6862 (68.6%) missing values	Missing
`opnsfteamcode` is highly skewed (γ1 = 26.52727362)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 08:57:23.075210
Analysis finished	2024-04-16 08:57:25.710900
Duration	2.64 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	7844.9097

Minimum	1
Maximum	21070
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	732.95
Q1	3544.75
median	7096.5
Q3	10623.25
95-th percentile	20388.05
Maximum	21070
Range	21069
Interquartile range (IQR)	7078.5

Descriptive statistics

Standard deviation	5527.9644
Coefficient of variation (CV)	0.70465622
Kurtosis	0.20672481
Mean	7844.9097
Median Absolute Deviation (MAD)	3537
Skewness	0.88063086
Sum	78449097
Variance	30558390
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1588	1	< 0.1%
40	1	< 0.1%
6511	1	< 0.1%
4831	1	< 0.1%
3562	1	< 0.1%
7446	1	< 0.1%
6966	1	< 0.1%
2062	1	< 0.1%
1073	1	< 0.1%
9557	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
21070	1	< 0.1%
21068	1	< 0.1%
21067	1	< 0.1%
21066	1	< 0.1%
21065	1	< 0.1%
21062	1	< 0.1%
21061	1	< 0.1%
21060	1	< 0.1%
21059	1	< 0.1%
21057	1	< 0.1%

opnsfteamcode
Real number (ℝ)

SKEWED

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3333343

Minimum	3250000
Maximum	6260000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3270000
Q1	3300000
median	3330000
Q3	3370000
95-th percentile	3400000
Maximum	6260000
Range	3010000
Interquartile range (IQR)	70000

Descriptive statistics

Standard deviation	87126.307
Coefficient of variation (CV)	0.026137816
Kurtosis	888.94291
Mean	3333343
Median Absolute Deviation (MAD)	30000
Skewness	26.527274
Sum	3.333343 × 10¹⁰
Variance	7.5909935 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3330000	1052	10.5%
3290000	1015	10.2%
3320000	916	9.2%
3300000	896	9.0%
3390000	865	8.6%
3340000	846	8.5%
3350000	684	6.8%
3370000	627	6.3%
3310000	626	6.3%
3400000	517	5.2%
Other values (7)	1956	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	220	2.2%
3260000	273	2.7%
3270000	334	3.3%
3280000	249	2.5%
3290000	1015	10.2%
3300000	896	9.0%
3310000	626	6.3%
3320000	916	9.2%
3330000	1052	10.5%
3340000	846	8.5%

Value	Count	Frequency (%)
6260000	7	0.1%
3400000	517	5.2%
3390000	865	8.6%
3380000	489	4.9%
3370000	627	6.3%
3360000	384	3.8%
3350000	684	6.8%
3340000	846	8.5%
3330000	1052	10.5%
3320000	916	9.2%

mgtno
Text

Distinct	9845
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	22
Median length	18
Mean length	19.2542
Min length	18

Characters and Unicode

Total characters	192542
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	9696 ?
Unique (%)	97.0%

Sample

1st row	329000000920080024
2nd row	333000000920010022
3rd row	3370000-107-2021-00034
4th row	3290000-107-2021-00059
5th row	329000000920030021

Value	Count	Frequency (%)
3330000-134-2020-00021	3	< 0.1%
3400000-107-2019-00012	3	< 0.1%
3370000-107-2020-00064	3	< 0.1%
3320000-107-2019-00268	3	< 0.1%
3340000-107-2019-00006	3	< 0.1%
3340000-107-2019-00005	3	< 0.1%
3250000-134-2020-00049	2	< 0.1%
3400000-107-2021-00034	2	< 0.1%
3330000-134-2021-00105	2	< 0.1%
3340000-107-2021-00041	2	< 0.1%
Other values (9835)	9974	99.7%

Most occurring characters

Value	Count	Frequency (%)
0	95460	49.6%
3	21608	11.2%
1	17205	8.9%
2	17128	8.9%
9	14819	7.7%
-	9405	4.9%
4	4045	2.1%
7	3726	1.9%
8	3297	1.7%
5	3029	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	183137	95.1%
Dash Punctuation	9405	4.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	95460	52.1%
3	21608	11.8%
1	17205	9.4%
2	17128	9.4%
9	14819	8.1%
4	4045	2.2%
7	3726	2.0%
8	3297	1.8%
5	3029	1.7%
6	2820	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	9405	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	192542	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	95460	49.6%
3	21608	11.2%
1	17205	8.9%
2	17128	8.9%
9	14819	7.7%
-	9405	4.9%
4	4045	2.1%
7	3726	1.9%
8	3297	1.7%
5	3029	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	192542	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	95460	49.6%
3	21608	11.2%
1	17205	8.9%
2	17128	8.9%
9	14819	7.7%
-	9405	4.9%
4	4045	2.1%
7	3726	1.9%
8	3297	1.7%
5	3029	1.6%

opnsvcid
Categorical

IMBALANCE

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

07_22_04_P	6845
07_22_18_P	1962
07_22_19_P	716
07_22_03_P	284
07_22_01_P	41
Other values (12)	152

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
07_22_04_P	6845	68.5%
07_22_18_P	1962	19.6%
07_22_19_P	716	7.2%
07_22_03_P	284	2.8%
07_22_01_P	41	0.4%
07_22_17_P	38	0.4%
07_22_10_P	33	0.3%
07_22_11_P	26	0.3%
07_22_08_P	22	0.2%
07_22_02_P	8	0.1%
Other values (7)	25	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07_22_04_p	6845	68.5%
07_22_18_p	1962	19.6%
07_22_19_p	716	7.2%
07_22_03_p	284	2.8%
07_22_01_p	41	0.4%
07_22_17_p	38	0.4%
07_22_10_p	33	0.3%
07_22_11_p	26	0.3%
07_22_08_p	22	0.2%
07_22_02_p	8	0.1%
Other values (7)	25	0.2%

updategbn
Categorical

IMBALANCE

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

I	9543
U	457

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	U
4th row	U
5th row	I

Common Values

Value	Count	Frequency (%)
I	9543	95.4%
U	457	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9543	95.4%
u	457	4.6%

updatedt
Date

Distinct	283
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

IMBALANCE

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

<NA>	8643
즉석판매제조가공업	716
건강기능식품일반판매업	284
축산판매업	97
제과점영업	67
Other values (13)	193

Length

Max length	13
Median length	4
Mean length	4.6461
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8643	86.4%
즉석판매제조가공업	716	7.2%
건강기능식품일반판매업	284	2.8%
축산판매업	97	1.0%
제과점영업	67	0.7%
집단급식소식품판매업	41	0.4%
유통전문판매업	38	0.4%
식품자동판매기업	33	0.3%
식품제조가공업	26	0.3%
식품소분업	22	0.2%
Other values (8)	33	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	8643	86.4%
즉석판매제조가공업	716	7.2%
건강기능식품일반판매업	284	2.8%
축산판매업	97	1.0%
제과점영업	67	0.7%
집단급식소식품판매업	41	0.4%
유통전문판매업	38	0.4%
식품자동판매기업	33	0.3%
식품제조가공업	26	0.3%
식품소분업	22	0.2%
Other values (8)	33	0.3%

bplcnm
Text

Distinct	7737
Distinct (%)	77.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	41
Median length	28
Mean length	6.4927
Min length	1

Characters and Unicode

Total characters	64927
Distinct characters	864
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	8 ?

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

Unique

Unique	6678 ?
Unique (%)	66.8%

Sample

1st row	신우유통
2nd row	철마성호정육
3rd row	덕유산유통
4th row	당감찬들
5th row	자운식육점

Value	Count	Frequency (%)
주식회사	117	1.0%
파리바게뜨	79	0.7%
베이커리	66	0.6%
부산우유	57	0.5%
뚜레쥬르	46	0.4%
파리바게트	41	0.3%
식육점	37	0.3%
탑플러스마트	35	0.3%
한우식육점	29	0.2%
대성식육점	28	0.2%
Other values (7998)	11353	95.5%

Most occurring characters

Value	Count	Frequency (%)
점	3652	5.6%
식	2528	3.9%
육	2269	3.5%
	1891	2.9%
리	1696	2.6%
산	1446	2.2%
유	1395	2.1%
우	1352	2.1%
주	1227	1.9%
)	1189	1.8%
Other values (854)	46282	71.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59137	91.1%
Space Separator	1891	2.9%
Close Punctuation	1189	1.8%
Open Punctuation	1183	1.8%
Uppercase Letter	636	1.0%
Lowercase Letter	488	0.8%
Decimal Number	285	0.4%
Other Punctuation	103	0.2%
Dash Punctuation	10	< 0.1%
Letter Number	2	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
점	3652	6.2%
식	2528	4.3%
육	2269	3.8%
리	1696	2.9%
산	1446	2.4%
유	1395	2.4%
우	1352	2.3%
주	1227	2.1%
대	1154	2.0%
트	1136	1.9%
Other values (773)	41282	69.8%

Uppercase Letter

Value	Count	Frequency (%)
S	83	13.1%
M	49	7.7%
C	43	6.8%
K	37	5.8%
D	37	5.8%
T	37	5.8%
G	35	5.5%
F	33	5.2%
N	30	4.7%
A	28	4.4%
Other values (16)	224	35.2%

Lowercase Letter

Value	Count	Frequency (%)
e	75	15.4%
a	57	11.7%
o	43	8.8%
n	30	6.1%
s	27	5.5%
i	25	5.1%
r	23	4.7%
l	20	4.1%
m	20	4.1%
c	19	3.9%
Other values (14)	149	30.5%

Other Punctuation

Value	Count	Frequency (%)
&	33	32.0%
.	28	27.2%
,	16	15.5%
'	10	9.7%
·	4	3.9%
:	2	1.9%
＆	2	1.9%
!	2	1.9%
"	2	1.9%
%	1	1.0%
Other values (3)	3	2.9%

Decimal Number

Value	Count	Frequency (%)
2	90	31.6%
1	71	24.9%
3	30	10.5%
5	21	7.4%
0	18	6.3%
9	15	5.3%
4	12	4.2%
7	10	3.5%
8	10	3.5%
6	8	2.8%

Other Symbol

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

Space Separator

Value	Count	Frequency (%)
	1891	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1189	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1183	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59130	91.1%
Common	4663	7.2%
Latin	1126	1.7%
Han	8	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
점	3652	6.2%
식	2528	4.3%
육	2269	3.8%
리	1696	2.9%
산	1446	2.4%
유	1395	2.4%
우	1352	2.3%
주	1227	2.1%
대	1154	2.0%
트	1136	1.9%
Other values (767)	41275	69.8%

Latin

Value	Count	Frequency (%)
S	83	7.4%
e	75	6.7%
a	57	5.1%
M	49	4.4%
o	43	3.8%
C	43	3.8%
K	37	3.3%
D	37	3.3%
T	37	3.3%
G	35	3.1%
Other values (41)	630	56.0%

Common

Value	Count	Frequency (%)
	1891	40.6%
)	1189	25.5%
(	1183	25.4%
2	90	1.9%
1	71	1.5%
&	33	0.7%
3	30	0.6%
.	28	0.6%
5	21	0.5%
0	18	0.4%
Other values (19)	109	2.3%

Han

Value	Count	Frequency (%)
愛	2	25.0%
情	1	12.5%
華	1	12.5%
美	1	12.5%
年	1	12.5%
生	1	12.5%
溫	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59128	91.1%
ASCII	5780	8.9%
None	7	< 0.1%
CJK	7	< 0.1%
Number Forms	2	< 0.1%
Specials	1	< 0.1%
Compat Jamo	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
점	3652	6.2%
식	2528	4.3%
육	2269	3.8%
리	1696	2.9%
산	1446	2.4%
유	1395	2.4%
우	1352	2.3%
주	1227	2.1%
대	1154	2.0%
트	1136	1.9%
Other values (765)	41273	69.8%

ASCII

Value	Count	Frequency (%)
	1891	32.7%
)	1189	20.6%
(	1183	20.5%
2	90	1.6%
S	83	1.4%
e	75	1.3%
1	71	1.2%
a	57	1.0%
M	49	0.8%
o	43	0.7%
Other values (66)	1049	18.1%

None

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

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

CJK

Value	Count	Frequency (%)
愛	2	28.6%
情	1	14.3%
華	1	14.3%
美	1	14.3%
生	1	14.3%
溫	1	14.3%

Specials

Value	Count	Frequency (%)
�	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
年	1	100.0%

sitepostno
Text

MISSING

Distinct	654
Distinct (%)	21.3%
Missing	6931
Missing (%)	69.3%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	18414
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	177 ?
Unique (%)	5.8%

Sample

1st row	611811
2nd row	614838
3rd row	616827
4th row	608817
5th row	612769

Value	Count	Frequency (%)
612020	106	3.5%
600017	39	1.3%
614847	36	1.2%
617808	33	1.1%
618200	31	1.0%
612824	31	1.0%
607831	28	0.9%
618814	26	0.8%
607804	25	0.8%
616852	24	0.8%
Other values (644)	2690	87.7%

Most occurring characters

Value	Count	Frequency (%)
6	3703	20.1%
1	3087	16.8%
8	3004	16.3%
0	2942	16.0%
2	1512	8.2%
4	1263	6.9%
7	946	5.1%
3	879	4.8%
9	626	3.4%
5	434	2.4%
Other values (5)	18	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18396	99.9%
Other Letter	18	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	3703	20.1%
1	3087	16.8%
8	3004	16.3%
0	2942	16.0%
2	1512	8.2%
4	1263	6.9%
7	946	5.1%
3	879	4.8%
9	626	3.4%
5	434	2.4%

Other Letter

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	18396	99.9%
Hangul	18	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	3703	20.1%
1	3087	16.8%
8	3004	16.3%
0	2942	16.0%
2	1512	8.2%
4	1263	6.9%
7	946	5.1%
3	879	4.8%
9	626	3.4%
5	434	2.4%

Hangul

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18396	99.9%
Hangul	18	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	3703	20.1%
1	3087	16.8%
8	3004	16.3%
0	2942	16.0%
2	1512	8.2%
4	1263	6.9%
7	946	5.1%
3	879	4.8%
9	626	3.4%
5	434	2.4%

Hangul

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

sitewhladdr
Text

MISSING

Distinct	7950
Distinct (%)	81.9%
Missing	295
Missing (%)	2.9%
Memory size	156.2 KiB

Length

Max length	60
Median length	52
Mean length	24.661721
Min length	13

Characters and Unicode

Total characters	239342
Distinct characters	484
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	6979 ?
Unique (%)	71.9%

Sample

1st row	부산광역시 부산진구 개금동 481-8번지
2nd row	부산광역시 해운대구 반송동 40-1063번지
3rd row	부산광역시 연제구 연산동 105-1 홈플러스 부산연산점
4th row	부산광역시 부산진구 부암동 332
5th row	부산광역시 부산진구 개금동 154-1번지

Value	Count	Frequency (%)
부산광역시	9705	22.3%
해운대구	996	2.3%
부산진구	962	2.2%
동래구	894	2.1%
북구	863	2.0%
사상구	855	2.0%
사하구	829	1.9%
금정구	673	1.5%
남구	625	1.4%
연제구	611	1.4%
Other values (8761)	26540	60.9%

Most occurring characters

Value	Count	Frequency (%)
	43143	18.0%
산	11496	4.8%
부	11470	4.8%
동	11236	4.7%
1	10953	4.6%
광	9976	4.2%
시	9916	4.1%
구	9789	4.1%
역	9719	4.1%
지	9076	3.8%
Other values (474)	102568	42.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	139828	58.4%
Decimal Number	46988	19.6%
Space Separator	43143	18.0%
Dash Punctuation	8367	3.5%
Uppercase Letter	375	0.2%
Other Punctuation	212	0.1%
Open Punctuation	200	0.1%
Close Punctuation	197	0.1%
Lowercase Letter	19	< 0.1%
Math Symbol	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	11496	8.2%
부	11470	8.2%
동	11236	8.0%
광	9976	7.1%
시	9916	7.1%
구	9789	7.0%
역	9719	7.0%
지	9076	6.5%
번	8503	6.1%
사	1944	1.4%
Other values (422)	46703	33.4%

Uppercase Letter

Value	Count	Frequency (%)
B	77	20.5%
A	60	16.0%
S	46	12.3%
G	35	9.3%
K	26	6.9%
E	20	5.3%
C	18	4.8%
T	13	3.5%
L	12	3.2%
P	12	3.2%
Other values (13)	56	14.9%

Decimal Number

Value	Count	Frequency (%)
1	10953	23.3%
2	6122	13.0%
3	4817	10.3%
5	4421	9.4%
4	4372	9.3%
0	3736	8.0%
7	3355	7.1%
6	3319	7.1%
8	3084	6.6%
9	2809	6.0%

Lowercase Letter

Value	Count	Frequency (%)
e	5	26.3%
s	4	21.1%
g	3	15.8%
c	2	10.5%
b	2	10.5%
l	1	5.3%
k	1	5.3%
u	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	159	75.0%
@	28	13.2%
.	15	7.1%
·	5	2.4%
/	4	1.9%
'	1	0.5%

Space Separator

Value	Count	Frequency (%)
	43143	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8367	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	200	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	197	100.0%

Math Symbol

Value	Count	Frequency (%)
~	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	139827	58.4%
Common	99120	41.4%
Latin	394	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	11496	8.2%
부	11470	8.2%
동	11236	8.0%
광	9976	7.1%
시	9916	7.1%
구	9789	7.0%
역	9719	7.0%
지	9076	6.5%
번	8503	6.1%
사	1944	1.4%
Other values (421)	46702	33.4%

Latin

Value	Count	Frequency (%)
B	77	19.5%
A	60	15.2%
S	46	11.7%
G	35	8.9%
K	26	6.6%
E	20	5.1%
C	18	4.6%
T	13	3.3%
L	12	3.0%
P	12	3.0%
Other values (21)	75	19.0%

Common

Value	Count	Frequency (%)
	43143	43.5%
1	10953	11.1%
-	8367	8.4%
2	6122	6.2%
3	4817	4.9%
5	4421	4.5%
4	4372	4.4%
0	3736	3.8%
7	3355	3.4%
6	3319	3.3%
Other values (11)	6515	6.6%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	139827	58.4%
ASCII	99509	41.6%
None	5	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	43143	43.4%
1	10953	11.0%
-	8367	8.4%
2	6122	6.2%
3	4817	4.8%
5	4421	4.4%
4	4372	4.4%
0	3736	3.8%
7	3355	3.4%
6	3319	3.3%
Other values (41)	6904	6.9%

Hangul

Value	Count	Frequency (%)
산	11496	8.2%
부	11470	8.2%
동	11236	8.0%
광	9976	7.1%
시	9916	7.1%
구	9789	7.0%
역	9719	7.0%
지	9076	6.5%
번	8503	6.1%
사	1944	1.4%
Other values (421)	46702	33.4%

None

Value	Count	Frequency (%)
·	5	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

rdnpostno
Text

Distinct	1459
Distinct (%)	14.6%
Missing	19
Missing (%)	0.2%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	5.0004008
Min length	5

Characters and Unicode

Total characters	49909
Distinct characters	17
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	515 ?
Unique (%)	5.2%

Sample

1st row	48947
2nd row	48947
3rd row	47552
4th row	47139
5th row	48947

Value	Count	Frequency (%)
48947	4639	46.5%
48058	88	0.9%
46504	63	0.6%
47052	45	0.5%
46901	44	0.4%
48944	40	0.4%
46916	38	0.4%
47285	37	0.4%
48735	30	0.3%
46702	30	0.3%
Other values (1449)	4927	49.4%

Most occurring characters

Value	Count	Frequency (%)
4	15980	32.0%
7	7799	15.6%
8	7422	14.9%
9	6676	13.4%
6	2600	5.2%
0	2394	4.8%
5	1999	4.0%
2	1914	3.8%
1	1662	3.3%
3	1456	2.9%
Other values (7)	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49902	> 99.9%
Other Letter	7	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	15980	32.0%
7	7799	15.6%
8	7422	14.9%
9	6676	13.4%
6	2600	5.2%
0	2394	4.8%
5	1999	4.0%
2	1914	3.8%
1	1662	3.3%
3	1456	2.9%

Other Letter

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	49902	> 99.9%
Hangul	7	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	15980	32.0%
7	7799	15.6%
8	7422	14.9%
9	6676	13.4%
6	2600	5.2%
0	2394	4.8%
5	1999	4.0%
2	1914	3.8%
1	1662	3.3%
3	1456	2.9%

Hangul

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49902	> 99.9%
Hangul	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	15980	32.0%
7	7799	15.6%
8	7422	14.9%
9	6676	13.4%
6	2600	5.2%
0	2394	4.8%
5	1999	4.0%
2	1914	3.8%
1	1662	3.3%
3	1456	2.9%

Hangul

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

rdnwhladdr
Text

MISSING

Distinct	7008
Distinct (%)	82.6%
Missing	1516
Missing (%)	15.2%
Memory size	156.2 KiB

Length

Max length	63
Median length	56
Mean length	29.133074
Min length	19

Characters and Unicode

Total characters	247165
Distinct characters	516
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	6173 ?
Unique (%)	72.8%

Sample

1st row	부산광역시 부산진구 백양대로313번길 9 (개금동)
2nd row	부산광역시 연제구 반송로 88, 홈플러스 부산연산점 (연산동)
3rd row	부산광역시 부산진구 동평로 129, 1층 (부암동)
4th row	부산광역시 부산진구 가야대로507번길 11 (개금동)
5th row	부산광역시 북구 덕천로276번길 32-14 (만덕동)

Value	Count	Frequency (%)
부산광역시	8484	17.9%
부산진구	920	1.9%
동래구	801	1.7%
1층	772	1.6%
북구	752	1.6%
해운대구	724	1.5%
사상구	707	1.5%
사하구	701	1.5%
금정구	622	1.3%
남구	570	1.2%
Other values (5869)	32399	68.3%

Most occurring characters

Value	Count	Frequency (%)
	38984	15.8%
동	10916	4.4%
산	10354	4.2%
부	10344	4.2%
1	9252	3.7%
시	9046	3.7%
광	8918	3.6%
구	8728	3.5%
역	8499	3.4%
(	8209	3.3%
Other values (506)	123915	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	148921	60.3%
Space Separator	38984	15.8%
Decimal Number	37569	15.2%
Open Punctuation	8209	3.3%
Close Punctuation	8206	3.3%
Other Punctuation	3690	1.5%
Dash Punctuation	1170	0.5%
Uppercase Letter	381	0.2%
Lowercase Letter	21	< 0.1%
Math Symbol	14	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10916	7.3%
산	10354	7.0%
부	10344	6.9%
시	9046	6.1%
광	8918	6.0%
구	8728	5.9%
역	8499	5.7%
로	8198	5.5%
길	4456	3.0%
번	4202	2.8%
Other values (456)	65260	43.8%

Uppercase Letter

Value	Count	Frequency (%)
B	81	21.3%
A	57	15.0%
S	50	13.1%
G	38	10.0%
E	27	7.1%
C	25	6.6%
K	24	6.3%
P	13	3.4%
N	12	3.1%
D	8	2.1%
Other values (12)	46	12.1%

Decimal Number

Value	Count	Frequency (%)
1	9252	24.6%
2	5194	13.8%
3	4263	11.3%
5	3348	8.9%
4	3175	8.5%
0	3033	8.1%
7	2581	6.9%
6	2549	6.8%
8	2142	5.7%
9	2032	5.4%

Lowercase Letter

Value	Count	Frequency (%)
s	6	28.6%
g	5	23.8%
e	5	23.8%
c	2	9.5%
k	1	4.8%
a	1	4.8%
u	1	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	3663	99.3%
.	10	0.3%
@	9	0.2%
·	5	0.1%
/	2	0.1%
'	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	38984	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8209	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1170	100.0%

Math Symbol

Value	Count	Frequency (%)
~	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	148920	60.3%
Common	97842	39.6%
Latin	402	0.2%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10916	7.3%
산	10354	7.0%
부	10344	6.9%
시	9046	6.1%
광	8918	6.0%
구	8728	5.9%
역	8499	5.7%
로	8198	5.5%
길	4456	3.0%
번	4202	2.8%
Other values (455)	65259	43.8%

Latin

Value	Count	Frequency (%)
B	81	20.1%
A	57	14.2%
S	50	12.4%
G	38	9.5%
E	27	6.7%
C	25	6.2%
K	24	6.0%
P	13	3.2%
N	12	3.0%
D	8	2.0%
Other values (19)	67	16.7%

Common

Value	Count	Frequency (%)
	38984	39.8%
1	9252	9.5%
(	8209	8.4%
)	8206	8.4%
2	5194	5.3%
3	4263	4.4%
,	3663	3.7%
5	3348	3.4%
4	3175	3.2%
0	3033	3.1%
Other values (11)	10515	10.7%

Han

Value	Count	Frequency (%)
內	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	148920	60.3%
ASCII	98239	39.7%
None	5	< 0.1%
CJK	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	38984	39.7%
1	9252	9.4%
(	8209	8.4%
)	8206	8.4%
2	5194	5.3%
3	4263	4.3%
,	3663	3.7%
5	3348	3.4%
4	3175	3.2%
0	3033	3.1%
Other values (39)	10912	11.1%

Hangul

Value	Count	Frequency (%)
동	10916	7.3%
산	10354	7.0%
부	10344	6.9%
시	9046	6.1%
광	8918	6.0%
구	8728	5.9%
역	8499	5.7%
로	8198	5.5%
길	4456	3.0%
번	4202	2.8%
Other values (455)	65259	43.8%

None

Value	Count	Frequency (%)
·	5	100.0%

CJK

Value	Count	Frequency (%)
內	1	100.0%

apvpermymd
Real number (ℝ)

Distinct	5426
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20061143

Minimum	19631010
Maximum	20210429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	19631010
5-th percentile	19859664
Q1	19991122
median	20071214
Q3	20140925
95-th percentile	20210326
Maximum	20210429
Range	579419
Interquartile range (IQR)	149803

Descriptive statistics

Standard deviation	106372.28
Coefficient of variation (CV)	0.0053024038
Kurtosis	0.14858031
Mean	20061143
Median Absolute Deviation (MAD)	70793
Skewness	-0.68254078
Sum	2.0061143 × 10¹¹
Variance	1.1315062 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19980713	81	0.8%
20210312	46	0.5%
20210319	37	0.4%
20210326	35	0.4%
20210402	33	0.3%
20210305	33	0.3%
20210322	31	0.3%
20210409	29	0.3%
20210426	29	0.3%
20210423	29	0.3%
Other values (5416)	9617	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19631010	1	< 0.1%
19651010	3	< 0.1%
19651011	1	< 0.1%
19651116	2	< 0.1%
19651124	1	< 0.1%
19661001	1	< 0.1%
19661125	1	< 0.1%
19670302	1	< 0.1%
19670811	1	< 0.1%
19670814	1	< 0.1%

Value	Count	Frequency (%)
20210429	22	0.2%
20210428	13	0.1%
20210427	17	0.2%
20210426	29	0.3%
20210425	1	< 0.1%
20210424	1	< 0.1%
20210423	29	0.3%
20210422	18	0.2%
20210421	16	0.2%
20210420	23	0.2%

dcbymd
Text

MISSING

Distinct	2647
Distinct (%)	54.1%
Missing	5106
Missing (%)	51.1%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.9542297
Min length	4

Characters and Unicode

Total characters	38928
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	1446 ?
Unique (%)	29.5%

Sample

1st row	20090430
2nd row	20050614
3rd row	20210407
4th row	20141222
5th row	20131016

Value	Count	Frequency (%)
폐업일자	56	1.1%
20131222	40	0.8%
20121213	26	0.5%
20060216	25	0.5%
20210414	22	0.4%
20140820	19	0.4%
20170131	16	0.3%
20210421	12	0.2%
20210410	12	0.2%
20130607	11	0.2%
Other values (2637)	4655	95.1%

Most occurring characters

Value	Count	Frequency (%)
0	12754	32.8%
2	8471	21.8%
1	7493	19.2%
3	1992	5.1%
4	1626	4.2%
6	1469	3.8%
7	1432	3.7%
5	1234	3.2%
8	1188	3.1%
9	1045	2.7%
Other values (4)	224	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38704	99.4%
Other Letter	224	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12754	33.0%
2	8471	21.9%
1	7493	19.4%
3	1992	5.1%
4	1626	4.2%
6	1469	3.8%
7	1432	3.7%
5	1234	3.2%
8	1188	3.1%
9	1045	2.7%

Other Letter

Value	Count	Frequency (%)
폐	56	25.0%
업	56	25.0%
일	56	25.0%
자	56	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	38704	99.4%
Hangul	224	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12754	33.0%
2	8471	21.9%
1	7493	19.4%
3	1992	5.1%
4	1626	4.2%
6	1469	3.8%
7	1432	3.7%
5	1234	3.2%
8	1188	3.1%
9	1045	2.7%

Hangul

Value	Count	Frequency (%)
폐	56	25.0%
업	56	25.0%
일	56	25.0%
자	56	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38704	99.4%
Hangul	224	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12754	33.0%
2	8471	21.9%
1	7493	19.4%
3	1992	5.1%
4	1626	4.2%
6	1469	3.8%
7	1432	3.7%
5	1234	3.2%
8	1188	3.1%
9	1045	2.7%

Hangul

Value	Count	Frequency (%)
폐	56	25.0%
업	56	25.0%
일	56	25.0%
자	56	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9927
휴업시작일자	59
20160406	1
20180817	1
20170313	1
Other values (11)	11

Length

Max length	8
Median length	4
Mean length	4.0174
Min length	4

Unique

Unique	14 ?
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>	9927	99.3%
휴업시작일자	59	0.6%
20160406	1	< 0.1%
20180817	1	< 0.1%
20170313	1	< 0.1%
20040325	1	< 0.1%
20130318	1	< 0.1%
20110225	1	< 0.1%
20060420	1	< 0.1%
20110408	1	< 0.1%
Other values (6)	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9927	99.3%
휴업시작일자	59	0.6%
20160406	1	< 0.1%
20180817	1	< 0.1%
20170313	1	< 0.1%
20040325	1	< 0.1%
20130318	1	< 0.1%
20110225	1	< 0.1%
20060420	1	< 0.1%
20110408	1	< 0.1%
Other values (6)	6	0.1%

clgenddt
Categorical

IMBALANCE

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

<NA>	9931
휴업종료일자	59
20161006	1
20210816	1
20171231	1
Other values (7)	7

Length

Max length	8
Median length	4
Mean length	4.0158
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>	9931	99.3%
휴업종료일자	59	0.6%
20161006	1	< 0.1%
20210816	1	< 0.1%
20171231	1	< 0.1%
20160317	1	< 0.1%
20060831	1	< 0.1%
20120324	1	< 0.1%
20111010	1	< 0.1%
20121012	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9931	99.3%
휴업종료일자	59	0.6%
20161006	1	< 0.1%
20210816	1	< 0.1%
20171231	1	< 0.1%
20160317	1	< 0.1%
20060831	1	< 0.1%
20120324	1	< 0.1%
20111010	1	< 0.1%
20121012	1	< 0.1%
Other values (2)	2	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9939
재개업일자	59
20081007	1
20180531	1

Length

Max length	8
Median length	4
Mean length	4.0067
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>	9939	99.4%
재개업일자	59	0.6%
20081007	1	< 0.1%
20180531	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9939	99.4%
재개업일자	59	0.6%
20081007	1	< 0.1%
20180531	1	< 0.1%

trdstatenm
Categorical

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

0002	3551
0000	2838
영업/정상	1124
02	1091
01	804
Other values (7)	592

Length

Max length	14
Median length	4
Mean length	3.689
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0002
2nd row	0002
3rd row	폐업
4th row	영업/정상
5th row	0000

Common Values

Value	Count	Frequency (%)
0002	3551	35.5%
0000	2838	28.4%
영업/정상	1124	11.2%
02	1091	10.9%
01	804	8.0%
0004	343	3.4%
폐업	227	2.3%
0001	13	0.1%
<NA>	4	< 0.1%
0003	3	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0002	3551	35.5%
0000	2838	28.4%
영업/정상	1124	11.2%
02	1091	10.9%
01	804	8.0%
0004	343	3.4%
폐업	227	2.3%
0001	13	0.1%
na	4	< 0.1%
0003	3	< 0.1%
Other values (2)	2	< 0.1%

dtlstatenm
Categorical

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

폐업	4869
정상	2942
영업	1827
말소	344
휴업	13
Other values (2)	5

Length

Max length	4
Median length	2
Mean length	2.0008
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
폐업	4869	48.7%
정상	2942	29.4%
영업	1827	18.3%
말소	344	3.4%
휴업	13	0.1%
행정처분	3	< 0.1%
영업중	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐업	4869	48.7%
정상	2942	29.4%
영업	1827	18.3%
말소	344	3.4%
휴업	13	0.1%
행정처분	3	< 0.1%
영업중	2	< 0.1%

x
Text

MISSING

Distinct	7280
Distinct (%)	75.4%
Missing	344
Missing (%)	3.4%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.994615
Min length	7

Characters and Unicode

Total characters	193068
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	6079 ?
Unique (%)	63.0%

Sample

1st row	383848.17053700000
2nd row	396217.102225
3rd row	390220.95452402
4th row	386124.196932643
5th row	384763.13178000000

Value	Count	Frequency (%)
393952.264486105	43	0.4%
381223.93770800000	37	0.4%
381150.24062500000	30	0.3%
385590.814676765	26	0.3%
394015.45385100000	25	0.3%
387271.299492377	23	0.2%
387443.21456800000	18	0.2%
387539.767677801	18	0.2%
381201.909278	17	0.2%
380816.783733047	17	0.2%
Other values (7270)	9402	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	45542	23.6%
	29290	15.2%
3	19079	9.9%
8	15212	7.9%
9	13341	6.9%
7	10818	5.6%
1	10659	5.5%
2	10232	5.3%
5	10022	5.2%
4	9697	5.0%
Other values (9)	19176	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	154165	79.9%
Space Separator	29290	15.2%
Other Punctuation	9585	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	45542	29.5%
3	19079	12.4%
8	15212	9.9%
9	13341	8.7%
7	10818	7.0%
1	10659	6.9%
2	10232	6.6%
5	10022	6.5%
4	9697	6.3%
6	9563	6.2%

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 (%)
	29290	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9585	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	193048	> 99.9%
Hangul	16	< 0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	45542	23.6%
	29290	15.2%
3	19079	9.9%
8	15212	7.9%
9	13341	6.9%
7	10818	5.6%
1	10659	5.5%
2	10232	5.3%
5	10022	5.2%
4	9697	5.0%
Other values (4)	19156	9.9%

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	193052	> 99.9%
Hangul	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	45542	23.6%
	29290	15.2%
3	19079	9.9%
8	15212	7.9%
9	13341	6.9%
7	10818	5.6%
1	10659	5.5%
2	10232	5.3%
5	10022	5.2%
4	9697	5.0%
Other values (5)	19160	9.9%

Hangul

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

y
Text

MISSING

Distinct	7280
Distinct (%)	75.4%
Missing	344
Missing (%)	3.4%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.994615
Min length	7

Characters and Unicode

Total characters	193068
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	6079 ?
Unique (%)	63.0%

Sample

1st row	186012.39549000000
2nd row	194891.400984
3rd row	189976.508572936
4th row	187156.935956832
5th row	186066.82398600000

Value	Count	Frequency (%)
187602.933160728	43	0.4%
184549.28339000000	37	0.4%
190717.70395600000	30	0.3%
179553.867031936	26	0.3%
187900.93961700000	25	0.3%
186099.137533193	23	0.2%
186484.77508400000	18	0.2%
184402.96650913	18	0.2%
184537.273724	17	0.2%
175515.467301635	17	0.2%
Other values (7270)	9402	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	45391	23.5%
	29187	15.1%
1	19418	10.1%
8	14654	7.6%
9	13832	7.2%
7	11480	5.9%
6	10120	5.2%
3	10023	5.2%
4	9911	5.1%
2	9818	5.1%
Other values (9)	19234	10.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	154268	79.9%
Space Separator	29187	15.1%
Other Punctuation	9585	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	45391	29.4%
1	19418	12.6%
8	14654	9.5%
9	13832	9.0%
7	11480	7.4%
6	10120	6.6%
3	10023	6.5%
4	9911	6.4%
2	9818	6.4%
5	9621	6.2%

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 (%)
	29187	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9585	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193048	> 99.9%
Hangul	16	< 0.1%
Latin	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	45391	23.5%
	29187	15.1%
1	19418	10.1%
8	14654	7.6%
9	13832	7.2%
7	11480	5.9%
6	10120	5.2%
3	10023	5.2%
4	9911	5.1%
2	9818	5.1%
Other values (4)	19214	10.0%

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	193052	> 99.9%
Hangul	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	45391	23.5%
	29187	15.1%
1	19418	10.1%
8	14654	7.6%
9	13832	7.2%
7	11480	5.9%
6	10120	5.2%
3	10023	5.2%
4	9911	5.1%
2	9818	5.1%
Other values (5)	19218	10.0%

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	9592
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0130505 × 10¹³

Minimum	1.9990303 × 10¹³
Maximum	2.0210429 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1.9990303 × 10¹³
5-th percentile	2.0031009 × 10¹³
Q1	2.0090915 × 10¹³
median	2.0140414 × 10¹³
Q3	2.0170808 × 10¹³
95-th percentile	2.0210409 × 10¹³
Maximum	2.0210429 × 10¹³
Range	2.2012618 × 10¹¹
Interquartile range (IQR)	7.9893233 × 10¹⁰

Descriptive statistics

Standard deviation	5.360046 × 10¹⁰
Coefficient of variation (CV)	0.0026626486
Kurtosis	-0.73967297
Mean	2.0130505 × 10¹³
Median Absolute Deviation (MAD)	3.9306536 × 10¹⁰
Skewness	-0.3904265
Sum	2.0130505 × 10¹⁷
Variance	2.8730093 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20061226000000	18	0.2%
20210415041509	17	0.2%
20040823000000	12	0.1%
19990318000000	12	0.1%
20210422041509	10	0.1%
20050615000000	9	0.1%
19990317000000	9	0.1%
20050525000000	9	0.1%
19990319000000	9	0.1%
20050614000000	8	0.1%
Other values (9582)	9887	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990303000000	1	< 0.1%
19990315000000	6	0.1%
19990316000000	5	0.1%
19990317000000	9	0.1%
19990318000000	12	0.1%
19990319000000	9	0.1%
19990323000000	1	< 0.1%
19990324000000	1	< 0.1%
19990511000000	3	< 0.1%
19990610000000	1	< 0.1%

Value	Count	Frequency (%)
20210429182318	1	< 0.1%
20210429180705	1	< 0.1%
20210429180201	1	< 0.1%
20210429175803	1	< 0.1%
20210429175226	2	< 0.1%
20210429173504	1	< 0.1%
20210429173008	1	< 0.1%
20210429171009	1	< 0.1%
20210429163143	1	< 0.1%
20210429163106	1	< 0.1%

uptaenm
Categorical

IMBALANCE

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

식육판매업	5485
제과점영업	1962
우유류판매업	857
즉석판매제조가공업	714
<NA>	284
Other values (17)	698

Length

Max length	13
Median length	5
Mean length	5.6059
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식육판매업	5485	54.9%
제과점영업	1962	19.6%
우유류판매업	857	8.6%
즉석판매제조가공업	714	7.1%
<NA>	284	2.8%
축산물유통전문판매업	206	2.1%
축산물수입판매업	170	1.7%
식용란수집판매업	94	0.9%
집단급식소 식품판매업	41	0.4%
유통전문판매업	38	0.4%
Other values (12)	149	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
식육판매업	5485	54.5%
제과점영업	1962	19.5%
우유류판매업	857	8.5%
즉석판매제조가공업	714	7.1%
na	284	2.8%
축산물유통전문판매업	206	2.0%
축산물수입판매업	170	1.7%
식용란수집판매업	94	0.9%
집단급식소	41	0.4%
식품판매업	41	0.4%
Other values (12)	211	2.1%

sitetel
Text

MISSING

Distinct	229
Distinct (%)	2.5%
Missing	784
Missing (%)	7.8%
Memory size	156.2 KiB

Length

Max length	23
Median length	12
Mean length	11.965929
Min length	3

Characters and Unicode

Total characters	110278
Distinct characters	17
Distinct categories	5 ?
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	190 ?
Unique (%)	2.1%

Sample

1st row	051-123-1234
2nd row	051-123-1234
3rd row	051-123-1234
4th row	051 362 6305
5th row	051-123-1234

Value	Count	Frequency (%)
051-123-1234	8913	92.7%
051	172	1.8%
전화번호	21	0.2%
831	17	0.2%
5711	13	0.1%
031	12	0.1%
062	9	0.1%
055	7	0.1%
070	7	0.1%
02	6	0.1%
Other values (335)	441	4.6%

Most occurring characters

Value	Count	Frequency (%)
1	27230	24.7%
2	18069	16.4%
3	18042	16.4%
-	17901	16.2%
0	9388	8.5%
5	9322	8.5%
4	9069	8.2%
	412	0.4%
6	204	0.2%
7	204	0.2%
Other values (7)	437	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	91880	83.3%
Dash Punctuation	17901	16.2%
Space Separator	412	0.4%
Other Letter	84	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	27230	29.6%
2	18069	19.7%
3	18042	19.6%
0	9388	10.2%
5	9322	10.1%
4	9069	9.9%
6	204	0.2%
7	204	0.2%
8	180	0.2%
9	172	0.2%

Other Letter

Value	Count	Frequency (%)
화	21	25.0%
호	21	25.0%
번	21	25.0%
전	21	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17901	100.0%

Space Separator

Value	Count	Frequency (%)
	412	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	110194	99.9%
Hangul	84	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	27230	24.7%
2	18069	16.4%
3	18042	16.4%
-	17901	16.2%
0	9388	8.5%
5	9322	8.5%
4	9069	8.2%
	412	0.4%
6	204	0.2%
7	204	0.2%
Other values (3)	353	0.3%

Hangul

Value	Count	Frequency (%)
화	21	25.0%
호	21	25.0%
번	21	25.0%
전	21	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110194	99.9%
Hangul	84	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	27230	24.7%
2	18069	16.4%
3	18042	16.4%
-	17901	16.2%
0	9388	8.5%
5	9322	8.5%
4	9069	8.2%
	412	0.4%
6	204	0.2%
7	204	0.2%
Other values (3)	353	0.3%

Hangul

Value	Count	Frequency (%)
화	21	25.0%
호	21	25.0%
번	21	25.0%
전	21	25.0%

bdngownsenm
Categorical

IMBALANCE

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

<NA>	9785
자가	153
건물소유구분명	55
임대	7

Length

Max length	7
Median length	4
Mean length	3.9845
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>	9785	97.9%
자가	153	1.5%
건물소유구분명	55	0.5%
임대	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9785	97.9%
자가	153	1.5%
건물소유구분명	55	0.5%
임대	7	0.1%

fctyowkepcnt
Categorical

IMBALANCE

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

<NA>	9792
0	148
공장사무직종업원수	59
1	1

Length

Max length	9
Median length	4
Mean length	3.9848
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9792	97.9%
0	148	1.5%
공장사무직종업원수	59	0.6%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9792	97.9%
0	148	1.5%
공장사무직종업원수	59	0.6%
1	1	< 0.1%

fctypdtjobepcnt
Categorical

IMBALANCE

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

<NA>	9793
0	147
공장생산직종업원수	59
1	1

Length

Max length	9
Median length	4
Mean length	3.9851
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9793	97.9%
0	147	1.5%
공장생산직종업원수	59	0.6%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9793	97.9%
0	147	1.5%
공장생산직종업원수	59	0.6%
1	1	< 0.1%

fctysiljobepcnt
Categorical

IMBALANCE

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

<NA>	9793
0	148
공장판매직종업원수	59

Length

Max length	9
Median length	4
Mean length	3.9851
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9793	97.9%
0	148	1.5%
공장판매직종업원수	59	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9793	97.9%
0	148	1.5%
공장판매직종업원수	59	0.6%

rgtmbdsno
Categorical

IMBALANCE

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

000	6123
<NA>	3081
L00	730
권리주체일련번호	56
100	4
Other values (4)	6

Length

Max length	8
Median length	3
Mean length	3.3361
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
000	6123	61.2%
<NA>	3081	30.8%
L00	730	7.3%
권리주체일련번호	56	0.6%
100	4	< 0.1%
010	2	< 0.1%
L01	2	< 0.1%
200	1	< 0.1%
F00	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
000	6123	61.2%
na	3081	30.8%
l00	730	7.3%
권리주체일련번호	56	0.6%
100	4	< 0.1%
010	2	< 0.1%
l01	2	< 0.1%
200	1	< 0.1%
f00	1	< 0.1%

wtrsplyfacilsenm
Categorical

IMBALANCE

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

<NA>	8839
상수도전용	1100
급수시설구분명	58
지하수전용	2
간이상수도	1

Length

Max length	7
Median length	4
Mean length	4.1277
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>	8839	88.4%
상수도전용	1100	11.0%
급수시설구분명	58	0.6%
지하수전용	2	< 0.1%
간이상수도	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8839	88.4%
상수도전용	1100	11.0%
급수시설구분명	58	0.6%
지하수전용	2	< 0.1%
간이상수도	1	< 0.1%

maneipcnt
Categorical

IMBALANCE

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

<NA>	9163
0	717
남성종사자수	59
1	49
2	7
Other values (2)	5

Length

Max length	6
Median length	4
Mean length	3.7784
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>	9163	91.6%
0	717	7.2%
남성종사자수	59	0.6%
1	49	0.5%
2	7	0.1%
3	3	< 0.1%
4	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9163	91.6%
0	717	7.2%
남성종사자수	59	0.6%
1	49	0.5%
2	7	0.1%
3	3	< 0.1%
4	2	< 0.1%

multusnupsoyn
Categorical

IMBALANCE

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

N	9867
<NA>	112
Y	19
다	2

Length

Max length	4
Median length	1
Mean length	1.0336
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	9867	98.7%
<NA>	112	1.1%
Y	19	0.2%
다	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	9867	98.7%
na	112	1.1%
y	19	0.2%
다	2	< 0.1%

lvsenm
Categorical

IMBALANCE

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

<NA>	9329
기타	430
자율	177
등급구분명	59
우수	2
Other values (2)	3

Length

Max length	5
Median length	4
Mean length	3.8835
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>	9329	93.3%
기타	430	4.3%
자율	177	1.8%
등급구분명	59	0.6%
우수	2	< 0.1%
지도	2	< 0.1%
관리	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9329	93.3%
기타	430	4.3%
자율	177	1.8%
등급구분명	59	0.6%
우수	2	< 0.1%
지도	2	< 0.1%
관리	1	< 0.1%

isream
Categorical

IMBALANCE

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

<NA>	9937
보증액	59
0	4

Length

Max length	4
Median length	4
Mean length	3.9929
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>	9937	99.4%
보증액	59	0.6%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9937	99.4%
보증액	59	0.6%
0	4	< 0.1%

hoffepcnt
Categorical

IMBALANCE

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

<NA>	9792
0	148
본사종업원수	59
3	1

Length

Max length	6
Median length	4
Mean length	3.9671
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9792	97.9%
0	148	1.5%
본사종업원수	59	0.6%
3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9792	97.9%
0	148	1.5%
본사종업원수	59	0.6%
3	1	< 0.1%

equsiz
Categorical

IMBALANCE

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

<NA>	9941
설비규격	59

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>	9941	99.4%
설비규격	59	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9941	99.4%
설비규격	59	0.6%

faciltotscp
Text

MISSING

Distinct	1500
Distinct (%)	47.8%
Missing	6862
Missing (%)	68.6%
Memory size	156.2 KiB

Length

Max length	6
Median length	5
Mean length	3.0764818
Min length	1

Characters and Unicode

Total characters	9654
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	1263 ?
Unique (%)	40.2%

Sample

1st row	0
2nd row	0
3rd row	129.48
4th row	0
5th row	0

Value	Count	Frequency (%)
0	1213	38.7%
33	11	0.4%
24	10	0.3%
66	9	0.3%
30	8	0.3%
20	8	0.3%
25	8	0.3%
3	7	0.2%
26	7	0.2%
22	7	0.2%
Other values (1488)	1850	59.0%

Most occurring characters

Value	Count	Frequency (%)
.	1665	17.2%
0	1594	16.5%
2	943	9.8%
1	893	9.3%
3	766	7.9%
4	718	7.4%
6	715	7.4%
5	700	7.3%
8	596	6.2%
9	525	5.4%
Other values (6)	539	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7974	82.6%
Other Punctuation	1665	17.2%
Other Letter	15	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1594	20.0%
2	943	11.8%
1	893	11.2%
3	766	9.6%
4	718	9.0%
6	715	9.0%
5	700	8.8%
8	596	7.5%
9	525	6.6%
7	524	6.6%

Other Letter

Value	Count	Frequency (%)
시	3	20.0%
설	3	20.0%
총	3	20.0%
규	3	20.0%
모	3	20.0%

Other Punctuation

Value	Count	Frequency (%)
.	1665	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9639	99.8%
Hangul	15	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1665	17.3%
0	1594	16.5%
2	943	9.8%
1	893	9.3%
3	766	7.9%
4	718	7.4%
6	715	7.4%
5	700	7.3%
8	596	6.2%
9	525	5.4%

Hangul

Value	Count	Frequency (%)
시	3	20.0%
설	3	20.0%
총	3	20.0%
규	3	20.0%
모	3	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9639	99.8%
Hangul	15	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1665	17.3%
0	1594	16.5%
2	943	9.8%
1	893	9.3%
3	766	7.9%
4	718	7.4%
6	715	7.4%
5	700	7.3%
8	596	6.2%
9	525	5.4%

Hangul

Value	Count	Frequency (%)
시	3	20.0%
설	3	20.0%
총	3	20.0%
규	3	20.0%
모	3	20.0%

wmeipcnt
Categorical

IMBALANCE

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

<NA>	9159
0	714
여성종사자수	59
1	55
2	9
Other values (3)	4

Length

Max length	6
Median length	4
Mean length	3.7773
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>	9159	91.6%
0	714	7.1%
여성종사자수	59	0.6%
1	55	0.5%
2	9	0.1%
4	2	< 0.1%
3	1	< 0.1%
11	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9159	91.6%
0	714	7.1%
여성종사자수	59	0.6%
1	55	0.5%
2	9	0.1%
4	2	< 0.1%
3	1	< 0.1%
11	1	< 0.1%

trdpjubnsenm
Categorical

IMBALANCE

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

<NA>	9223
기타	512
주택가주변	99
아파트지역	75
영업장주변구분명	59
Other values (3)	32

Length

Max length	8
Median length	4
Mean length	3.9513
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>	9223	92.2%
기타	512	5.1%
주택가주변	99	1.0%
아파트지역	75	0.8%
영업장주변구분명	59	0.6%
유흥업소밀집지역	24	0.2%
학교정화(상대)	7	0.1%
결혼예식장주변	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9223	92.2%
기타	512	5.1%
주택가주변	99	1.0%
아파트지역	75	0.8%
영업장주변구분명	59	0.6%
유흥업소밀집지역	24	0.2%
학교정화(상대	7	0.1%
결혼예식장주변	1	< 0.1%

monam
Categorical

IMBALANCE

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

<NA>	9937
월세액	59
0	4

Length

Max length	4
Median length	4
Mean length	3.9929
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>	9937	99.4%
월세액	59	0.6%
0	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9937	99.4%
월세액	59	0.6%
0	4	< 0.1%

sntuptaenm
Categorical

IMBALANCE

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

<NA>	6862
제과점영업	1962
즉석판매제조가공업	714
전자상거래(통신판매업)	185
영업장판매	62
Other values (17)	215

Length

Max length	14
Median length	4
Mean length	4.8005
Min length	2

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6862	68.6%
제과점영업	1962	19.6%
즉석판매제조가공업	714	7.1%
전자상거래(통신판매업)	185	1.8%
영업장판매	62	0.6%
집단급식소 식품판매업	41	0.4%
유통전문판매업	38	0.4%
식품자동판매기영업	33	0.3%
기타 식품제조가공업	24	0.2%
식품소분업	22	0.2%
Other values (12)	57	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	6862	68.1%
제과점영업	1962	19.5%
즉석판매제조가공업	714	7.1%
전자상거래(통신판매업	185	1.8%
영업장판매	62	0.6%
집단급식소	41	0.4%
식품판매업	41	0.4%
유통전문판매업	38	0.4%
식품자동판매기영업	33	0.3%
기타	33	0.3%
Other values (13)	107	1.1%

jtupsomainedf
Categorical

IMBALANCE

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

<NA>	9941
전통업소주된음식	59

Length

Max length	8
Median length	4
Mean length	4.0236
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>	9941	99.4%
전통업소주된음식	59	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9941	99.4%
전통업소주된음식	59	0.6%

jtupsoasgnno
Categorical

IMBALANCE

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

<NA>	9940
전통업소지정번호	59
-+	1

Length

Max length	8
Median length	4
Mean length	4.0234
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>	9940	99.4%
전통업소지정번호	59	0.6%
-+	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9940	99.4%
전통업소지정번호	59	0.6%
	1	< 0.1%

totepnum
Categorical

IMBALANCE

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

식육판매업	5448
<NA>	3186
우유류판매업	818
축산물유통전문판매업	192
축산물수입판매업	170
Other values (5)	186

Length

Max length	10
Median length	5
Mean length	4.95
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
식육판매업	5448	54.5%
<NA>	3186	31.9%
우유류판매업	818	8.2%
축산물유통전문판매업	192	1.9%
축산물수입판매업	170	1.7%
식용란수집판매업	87	0.9%
총종업원수	59	0.6%
식육부산물전문판매업	33	0.3%
0	6	0.1%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
식육판매업	5448	54.5%
na	3186	31.9%
우유류판매업	818	8.2%
축산물유통전문판매업	192	1.9%
축산물수입판매업	170	1.7%
식용란수집판매업	87	0.9%
총종업원수	59	0.6%
식육부산물전문판매업	33	0.3%
0	6	0.1%
1	1	< 0.1%

lindprcbgbnnm
Categorical

IMBALANCE

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

축산물판매업	6748
<NA>	3086
축산물가공업구분명	57
우유류판매업	39
식육판매업	37
Other values (4)	33

Length

Max length	10
Median length	6
Mean length	5.403
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
축산물판매업	6748	67.5%
<NA>	3086	30.9%
축산물가공업구분명	57	0.6%
우유류판매업	39	0.4%
식육판매업	37	0.4%
축산물유통전문판매업	14	0.1%
식용란수집판매업	7	0.1%
식육가공업	7	0.1%
식육포장처리업	5	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
축산물판매업	6748	67.5%
na	3086	30.9%
축산물가공업구분명	57	0.6%
우유류판매업	39	0.4%
식육판매업	37	0.4%
축산물유통전문판매업	14	0.1%
식용란수집판매업	7	0.1%
식육가공업	7	0.1%
식육포장처리업	5	< 0.1%

lindjobgbnnm
Categorical

IMBALANCE

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

<NA>	9829
축산물판매업	97
축산업무구분명	56
축산물가공업	7
식육포장처리업	5
Other values (2)	6

Length

Max length	7
Median length	4
Mean length	4.0403
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>	9829	98.3%
축산물판매업	97	1.0%
축산업무구분명	56	0.6%
축산물가공업	7	0.1%
식육포장처리업	5	0.1%
축산물운반업	4	< 0.1%
축산물보관업	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9829	98.3%
축산물판매업	97	1.0%
축산업무구분명	56	0.6%
축산물가공업	7	0.1%
식육포장처리업	5	< 0.1%
축산물운반업	4	< 0.1%
축산물보관업	2	< 0.1%

lindseqno
Categorical

IMBALANCE

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

<NA>	9941
축산일련번호	59

Length

Max length	6
Median length	4
Mean length	4.0118
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>	9941	99.4%
축산일련번호	59	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9941	99.4%
축산일련번호	59	0.6%

homepage
Categorical

IMBALANCE

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

<NA>	9941
홈페이지	59

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>	9941	99.4%
홈페이지	59	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9941	99.4%
홈페이지	59	0.6%

last_load_dttm
Date

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

Minimum	2021-05-01 05:26:03
Maximum	2021-05-01 05:26:06

Histogram

Histogram with fixed size bins (bins=4)

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
1591	1588	3290000	329000000920080024	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	신우유통	<NA>	부산광역시 부산진구 개금동 481-8번지	48947	부산광역시 부산진구 백양대로313번길 9 (개금동)	20080821	20090430	<NA>	<NA>	<NA>	0002	폐업	383848.17053700000	186012.39549000000	20090430153527	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>	2021-05-01 05:26:03
4622	4618	3330000	333000000920010022	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	철마성호정육	<NA>	부산광역시 해운대구 반송동 40-1063번지	48947	<NA>	20010615	20050614	<NA>	<NA>	<NA>	0002	폐업	396217.102225	194891.400984	20050614105507	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>	2021-05-01 05:26:04
13952	19944	3370000	3370000-107-2021-00034	07_22_19_P	U	2021-04-10 02:40:00.0	즉석판매제조가공업	덕유산유통	611811	부산광역시 연제구 연산동 105-1 홈플러스 부산연산점	47552	부산광역시 연제구 반송로 88, 홈플러스 부산연산점 (연산동)	20210309	20210407	<NA>	<NA>	<NA>	폐업	폐업	390220.95452402	189976.508572936	20210408041508	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-05-01 05:26:06
13731	20160	3290000	3290000-107-2021-00059	07_22_19_P	U	2021-04-11 02:40:00.0	즉석판매제조가공업	당감찬들	614838	부산광역시 부산진구 부암동 332	47139	부산광역시 부산진구 동평로 129, 1층 (부암동)	20210318	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	386124.196932643	187156.935956832	20210409174128	즉석판매제조가공업	<NA>	<NA>	0	0	0	<NA>	<NA>	<NA>	N	<NA>	<NA>	0	<NA>	0	<NA>	<NA>	<NA>	즉석판매제조가공업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-05-01 05:26:06
1067	1071	3290000	329000000920030021	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	자운식육점	<NA>	부산광역시 부산진구 개금동 154-1번지	48947	부산광역시 부산진구 가야대로507번길 11 (개금동)	20030429	<NA>	<NA>	<NA>	<NA>	0000	정상	384763.13178000000	186066.82398600000	20090629160658	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>	2021-05-01 05:26:03
10867	10879	3320000	3320000-121-2015-00011	07_22_18_P	U	2021-04-22 02:40:00.0	제과점영업	드래곤과자점(동문점)	616827	부산광역시 북구 만덕동 835-3	46611	부산광역시 북구 덕천로276번길 32-14 (만덕동)	20151026	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385091.793401198	191787.622373092	20210420141532	제과점영업	051 362 6305	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	<NA>	<NA>	<NA>	<NA>	129.48	<NA>	<NA>	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-05-01 05:26:05
8843	8842	3390000	339000000919890007	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	만물식육점	<NA>	부산광역시 사상구 학장동 565-1번지	47052	부산광역시 사상구 학감대로 111 (학장동)	19891106	20141222	<NA>	<NA>	<NA>	0002	폐업	381223.93770800000	184549.28339000000	20141223151733	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>	2021-05-01 05:26:04
3163	3159	3310000	331000000919840003	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	중앙식육점	<NA>	부산광역시 남구 대연동 1781-59번지	48947	부산광역시 남구 중앙고길 167 (대연동)	19840828	20131016	<NA>	<NA>	<NA>	0002	폐업	389366.70264700000	184371.56843900000	20140106141855	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>	2021-05-01 05:26:03
6932	6924	3360000	336000000920160031	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	대한푸드	<NA>	<NA>	46703	부산광역시 강서구 체육공원로6번길 56 (대저1동)	20161220	<NA>	<NA>	<NA>	<NA>	0000	정상	380043.61206600000	191740.61122300000	20170612153527	축산물유통전문판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	축산물유통전문판매업	축산물판매업	<NA>	<NA>	<NA>	2021-05-01 05:26:04
12489	14298	3310000	3310000-134-2019-00019	07_22_03_P	I	2019-05-19 02:20:50.0	건강기능식품일반판매업	이치방 유통	608817	부산광역시 남구 대연동 1578-48번지 302호	48448	부산광역시 남구 진남로154번길 10, 3층 302호 (대연동)	20190517	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	389509.731252298	184346.36349925	20190517140825	<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>	2021-05-01 05:26:05

	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
8848	8847	3390000	339000000919840002	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	대성식육점	<NA>	부산광역시 사상구 덕포동 422-6번지	48947	부산광역시 사상구 사상로293번길 17 (덕포동)	19840411	20170706	<NA>	<NA>	<NA>	0002	폐업	380558.52596200000	187878.55514700000	20170706102942	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>	2021-05-01 05:26:04
13526	19206	3400000	340000000920200025	07_22_04_P	I	2020-12-20 00:23:06.0	축산판매업	부산상회	<NA>	부산광역시 기장군 정관읍 방곡리 427-3	46022	부산광역시 기장군 정관읍 방곡5로 2-23	20201218	<NA>	<NA>	<NA>	<NA>	영업/정상	정상	398684.41527569	204815.973393457	20201218105041	우유류판매업	<NA>	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	우유류판매업	축산물판매업	<NA>	<NA>	2021-05-01 05:26:06
9574	9580	3400000	340000000920130021	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	태양플러스 축산	<NA>	부산광역시 기장군 장안읍 월내리 265-5번지	46037	부산광역시 기장군 장안읍 해맞이로 413	20130719	<NA>	<NA>	<NA>	<NA>	0000	정상	407372.101586	206012.335493	20180125164405	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>	2021-05-01 05:26:04
8965	8967	3390000	339000000919980005	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	(주)미진식품	<NA>	부산광역시 사상구 삼락동 51-4번지	48947	부산광역시 사상구 낙동대로 1554-8 (삼락동)	19981127	20121213	<NA>	<NA>	<NA>	0002	폐업	380989.08016600000	190610.55154300000	20121213104028	식육판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	L00	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육판매업	축산물판매업	<NA>	<NA>	<NA>	2021-05-01 05:26:04
12366	12397	3340000	3340000-107-2018-00174	07_22_19_P	I	2018-10-21 02:37:05.0	즉석판매제조가공업	수지INT's	604822	부산광역시 사하구 다대동 120-19번지	49519	부산광역시 사하구 다송로 58 (다대동)	20181019	<NA>	<NA>	<NA>	<NA>	<NA>	영업	380816.783733047	175515.467301635	20181019172813	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>	2021-05-01 05:26:05
3803	3796	3320000	332000000919950034	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	주야식육점	<NA>	부산광역시 북구 구포동 1187-1번지	48947	부산광역시 북구 낙동대로1570번나길 17 (구포동)	19951011	20140501	<NA>	<NA>	<NA>	0002	폐업	381206.39575100000	190672.62104500000	20140616113512	식육부산물전문판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	식육부산물전문판매업	축산물판매업	<NA>	<NA>	<NA>	2021-05-01 05:26:03
4679	4676	3330000	333000000920010016	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	우진유통	<NA>	부산광역시 해운대구 좌동 425-11번지	48079	부산광역시 해운대구 대천로 132 (좌동)	20010320	<NA>	<NA>	<NA>	<NA>	0004	말소	398281.52880000000	188578.68308700000	20140710134116	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>	2021-05-01 05:26:04
11842	11854	3370000	3370000-121-2012-00007	07_22_18_P	I	2018-08-31 23:59:59.0	<NA>	(주)쿱스토어부산 연산토곡점2	611817	부산광역시 연제구 연산동 400-14번지	47565	부산광역시 연제구 과정로 216 (연산동)	20120619	20170511	<NA>	<NA>	<NA>	02	폐업	391620.76403200000	190002.33200000000	20170511110838	제과점영업	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	<NA>	<NA>	<NA>	<NA>	32.98	<NA>	<NA>	<NA>	제과점영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-05-01 05:26:05
5487	5487	3340000	334000000920000014	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	화인유통	<NA>	부산광역시 사하구 하단동 457-6번지	48947	<NA>	20000516	20060629	<NA>	<NA>	<NA>	0002	폐업	<NA>	<NA>	20060629154607	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>	2021-05-01 05:26:04
7090	7084	3360000	336000000920180022	07_22_04_P	I	2018-08-31 23:59:59.0	<NA>	아진미트	<NA>	부산광역시 강서구 대저1동 3177-1번지	46703	부산광역시 강서구 신덕길2번길 53, 1층 (대저1동)	20180618	<NA>	<NA>	<NA>	<NA>	0000	정상	379496.82494100000	191355.81858100000	20180618174322	축산물유통전문판매업	051-123-1234	<NA>	<NA>	<NA>	<NA>	000	<NA>	<NA>	N	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	축산물유통전문판매업	축산물판매업	<NA>	<NA>	<NA>	2021-05-01 05:26:04

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

Other Symbol

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Letter Number

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Number Forms

CJK

Specials

Compat Jamo

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

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul