gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	10000
Missing cells	18886
Missing cells (%)	5.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.7 MiB
Average record size in memory	283.0 B

Variable types

Text	12
Numeric	3
Categorical	17
DateTime	2

Dataset

Description	2021-02-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052201203000

Alerts

`updategbn` is highly imbalanced (94.2%)	Imbalance
`clgstdt` is highly imbalanced (90.7%)	Imbalance
`clgenddt` is highly imbalanced (90.3%)	Imbalance
`ropnymd` is highly imbalanced (81.2%)	Imbalance
`trdstatenm` is highly imbalanced (52.6%)	Imbalance
`dtlstatenm` is highly imbalanced (67.7%)	Imbalance
`uptaenm` is highly imbalanced (65.0%)	Imbalance
`bdngdngnum` is highly imbalanced (75.8%)	Imbalance
`puprsenm` is highly imbalanced (96.9%)	Imbalance
`bupnm` is highly imbalanced (87.1%)	Imbalance
`insurjnyncode` is highly imbalanced (54.9%)	Imbalance
`drmkcobnm` is highly imbalanced (87.0%)	Imbalance
`ldercnt` is highly imbalanced (60.2%)	Imbalance
`memcolltotstfnum` is highly imbalanced (92.0%)	Imbalance
`sitepostno` has 5514 (55.1%) missing values	Missing
`sitewhladdr` has 102 (1.0%) missing values	Missing
`rdnwhladdr` has 257 (2.6%) missing values	Missing
`dcbymd` has 7081 (70.8%) missing values	Missing
`x` has 313 (3.1%) missing values	Missing
`y` has 313 (3.1%) missing values	Missing
`sitetel` has 428 (4.3%) missing values	Missing
`bdngyarea` has 4874 (48.7%) missing values	Missing
`apvpermymd` is highly skewed (γ1 = -63.48806711)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-17 21:53:10.742386
Analysis finished	2024-04-17 21:53:13.203854
Duration	2.46 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	4
Mean length	4.1902
Min length	1

Characters and Unicode

Total characters	41902
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	10000 ?
Unique (%)	100.0%

Sample

1st row	5656
2nd row	9058
3rd row	4948
4th row	1527
5th row	4257

Value	Count	Frequency (%)
5656	1	< 0.1%
11548	1	< 0.1%
12945	1	< 0.1%
4146	1	< 0.1%
9293	1	< 0.1%
11277	1	< 0.1%
5883	1	< 0.1%
12699	1	< 0.1%
10456	1	< 0.1%
3087	1	< 0.1%
Other values (9991)	9991	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	7133	17.0%
2	4510	10.8%
3	4210	10.0%
5	3818	9.1%
4	3760	9.0%
8	3708	8.8%
9	3703	8.8%
0	3691	8.8%
7	3680	8.8%
6	3680	8.8%
Other values (9)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	41893	> 99.9%
Lowercase Letter	5	< 0.1%
Uppercase Letter	3	< 0.1%
Space Separator	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7133	17.0%
2	4510	10.8%
3	4210	10.0%
5	3818	9.1%
4	3760	9.0%
8	3708	8.9%
9	3703	8.8%
0	3691	8.8%
7	3680	8.8%
6	3680	8.8%

Lowercase Letter

Value	Count	Frequency (%)
t	1	20.0%
u	1	20.0%
d	1	20.0%
i	1	20.0%
o	1	20.0%

Uppercase Letter

Value	Count	Frequency (%)
P	1	33.3%
T	1	33.3%
S	1	33.3%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41894	> 99.9%
Latin	8	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7133	17.0%
2	4510	10.8%
3	4210	10.0%
5	3818	9.1%
4	3760	9.0%
8	3708	8.9%
9	3703	8.8%
0	3691	8.8%
7	3680	8.8%
6	3680	8.8%

Latin

Value	Count	Frequency (%)
P	1	12.5%
T	1	12.5%
S	1	12.5%
t	1	12.5%
u	1	12.5%
d	1	12.5%
i	1	12.5%
o	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41902	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7133	17.0%
2	4510	10.8%
3	4210	10.0%
5	3818	9.1%
4	3760	9.0%
8	3708	8.8%
9	3703	8.8%
0	3691	8.8%
7	3680	8.8%
6	3680	8.8%
Other values (9)	9	< 0.1%

opnsfteamcode
Real number (ℝ)

Distinct	233
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3743439.5

Minimum	614853
Maximum	6520000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	614853
5-th percentile	3200000
Q1	3300000
median	3370000
Q3	3940000
95-th percentile	5540000
Maximum	6520000
Range	5905147
Interquartile range (IQR)	640000

Descriptive statistics

Standard deviation	746895.42
Coefficient of variation (CV)	0.19952117
Kurtosis	2.4165498
Mean	3743439.5
Median Absolute Deviation (MAD)	100000
Skewness	1.7826497
Sum	3.7434395 × 10¹⁰
Variance	5.5785277 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3300000	607	6.1%
3290000	542	5.4%
3330000	521	5.2%
3310000	505	5.1%
3340000	468	4.7%
3350000	419	4.2%
3390000	370	3.7%
3320000	346	3.5%
3370000	300	3.0%
3380000	241	2.4%
Other values (223)	5681	56.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
614853	1	< 0.1%
3000000	20	0.2%
3010000	20	0.2%
3020000	15	0.1%
3030000	28	0.3%
3040000	25	0.2%
3050000	26	0.3%
3060000	15	0.1%
3070000	20	0.2%
3080000	14	0.1%

Value	Count	Frequency (%)
6520000	28	0.3%
6510000	87	0.9%
6470000	3	< 0.1%
6460000	1	< 0.1%
6450000	1	< 0.1%
6440000	1	< 0.1%
6430000	1	< 0.1%
6420000	1	< 0.1%
6260000	6	0.1%
5710000	104	1.0%

mgtno
Text

Distinct	1842
Distinct (%)	18.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	28
Median length	20
Mean length	20.0029
Min length	15

Characters and Unicode

Total characters	200029
Distinct characters	31
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	697 ?
Unique (%)	7.0%

Sample

1st row	CDFH3301082006000001
2nd row	CDFH3301022019000006
3rd row	CDFH3301081998000013
4th row	CDFH3301062016000001
5th row	CDFH3301082003000068

Value	Count	Frequency (%)
cdfh3301082019000001	129	1.3%
cdfh3301082019000002	106	1.1%
cdfh3301082020000001	101	1.0%
cdfh3301022020000001	98	1.0%
cdfh3301022019000001	92	0.9%
cdfh3301062019000001	90	0.9%
cdfh3301082019000003	87	0.9%
cdfh3301022020000002	82	0.8%
cdfh3301022020000003	81	0.8%
cdfh3301082020000003	78	0.8%
Other values (1836)	9060	90.6%

Most occurring characters

Value	Count	Frequency (%)
0	81839	40.9%
3	22154	11.1%
1	20096	10.0%
2	16168	8.1%
C	9985	5.0%
F	9985	5.0%
H	9985	5.0%
D	9985	5.0%
9	5588	2.8%
8	5117	2.6%
Other values (21)	9127	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	160027	80.0%
Uppercase Letter	39940	20.0%
Dash Punctuation	40	< 0.1%
Other Letter	15	< 0.1%
Space Separator	5	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	2	13.3%
산	2	13.3%
광	1	6.7%
역	1	6.7%
시	1	6.7%
진	1	6.7%
구	1	6.7%
양	1	6.7%
정	1	6.7%
동	1	6.7%
Other values (3)	3	20.0%

Decimal Number

Value	Count	Frequency (%)
0	81839	51.1%
3	22154	13.8%
1	20096	12.6%
2	16168	10.1%
9	5588	3.5%
8	5117	3.2%
6	3685	2.3%
5	2609	1.6%
4	1575	1.0%
7	1196	0.7%

Uppercase Letter

Value	Count	Frequency (%)
C	9985	25.0%
F	9985	25.0%
H	9985	25.0%
D	9985	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	160074	80.0%
Latin	39940	20.0%
Hangul	15	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	81839	51.1%
3	22154	13.8%
1	20096	12.6%
2	16168	10.1%
9	5588	3.5%
8	5117	3.2%
6	3685	2.3%
5	2609	1.6%
4	1575	1.0%
7	1196	0.7%
Other values (4)	47	< 0.1%

Hangul

Value	Count	Frequency (%)
부	2	13.3%
산	2	13.3%
광	1	6.7%
역	1	6.7%
시	1	6.7%
진	1	6.7%
구	1	6.7%
양	1	6.7%
정	1	6.7%
동	1	6.7%
Other values (3)	3	20.0%

Latin

Value	Count	Frequency (%)
C	9985	25.0%
F	9985	25.0%
H	9985	25.0%
D	9985	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	200014	> 99.9%
Hangul	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	81839	40.9%
3	22154	11.1%
1	20096	10.0%
2	16168	8.1%
C	9985	5.0%
F	9985	5.0%
H	9985	5.0%
D	9985	5.0%
9	5588	2.8%
8	5117	2.6%
Other values (8)	9112	4.6%

Hangul

Value	Count	Frequency (%)
부	2	13.3%
산	2	13.3%
광	1	6.7%
역	1	6.7%
시	1	6.7%
진	1	6.7%
구	1	6.7%
양	1	6.7%
정	1	6.7%
동	1	6.7%
Other values (3)	3	20.0%

opnsvcid
Categorical

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

10_32_01_P	3399
10_41_01_P	2542
10_42_01_P	2395
10_31_01_P	1260
10_35_01_P	197
Other values (10)	207

Length

Max length	10
Median length	10
Mean length	9.9995
Min length	5

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	10_32_01_P
2nd row	10_41_01_P
3rd row	10_32_01_P
4th row	10_42_01_P
5th row	10_32_01_P

Common Values

Value	Count	Frequency (%)
10_32_01_P	3399	34.0%
10_41_01_P	2542	25.4%
10_42_01_P	2395	23.9%
10_31_01_P	1260	12.6%
10_35_01_P	197	2.0%
10_37_01_P	49	0.5%
10_33_02_P	43	0.4%
10_39_01_P	41	0.4%
10_34_01_P	27	0.3%
10_33_01_P	19	0.2%
Other values (5)	28	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10_32_01_p	3399	34.0%
10_41_01_p	2542	25.4%
10_42_01_p	2395	23.9%
10_31_01_p	1260	12.6%
10_35_01_p	197	2.0%
10_37_01_p	49	0.5%
10_33_02_p	43	0.4%
10_39_01_p	41	0.4%
10_34_01_p	27	0.3%
10_33_01_p	19	0.2%
Other values (5)	28	0.3%

updategbn
Categorical

IMBALANCE

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

I	9884
U	115
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1

Length

Max length	31
Median length	1
Mean length	1.003
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
I	9884	98.8%
U	115	1.1%
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9884	98.8%
u	115	1.1%
부산광역시	1	< 0.1%
부산진구	1	< 0.1%
중앙대로	1	< 0.1%
923-1	1	< 0.1%
2층	1	< 0.1%
양정동	1	< 0.1%

updatedt
Date

Distinct	626
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2013-12-05 00:00:00
Maximum	2021-01-31 00:23:03

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	4936
체력단련장업	1493
체육도장업	1343
당구장업	1247
골프연습장업	659
Other values (10)	322

Length

Max length	7
Median length	4
Mean length	4.5806
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4936	49.4%
체력단련장업	1493	14.9%
체육도장업	1343	13.4%
당구장업	1247	12.5%
골프연습장업	659	6.6%
수영장업	138	1.4%
무도학원업	43	0.4%
썰매장업	41	0.4%
종합체육시설업	33	0.3%
빙상장업	27	0.3%
Other values (5)	40	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	4936	49.4%
체력단련장업	1493	14.9%
체육도장업	1343	13.4%
당구장업	1247	12.5%
골프연습장업	659	6.6%
수영장업	138	1.4%
무도학원업	43	0.4%
썰매장업	41	0.4%
종합체육시설업	33	0.3%
빙상장업	27	0.3%
Other values (5)	40	0.4%

bplcnm
Text

Distinct	7580
Distinct (%)	75.8%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	40
Median length	29
Mean length	7.250325
Min length	1

Characters and Unicode

Total characters	72496
Distinct characters	864
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	9 ?

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

Unique

Unique	6200 ?
Unique (%)	62.0%

Sample

1st row	패밀리당구장
2nd row	TEAM MAD
3rd row	은실당구장
4th row	점핑캣 바이 메디핏
5th row	포커스당구장

Value	Count	Frequency (%)
당구장	367	2.5%
당구클럽	313	2.1%
태권도	175	1.2%
휘트니스	159	1.1%
합기도	159	1.1%
태권도장	135	0.9%
gym	118	0.8%
골프	92	0.6%
용인대	88	0.6%
스크린골프	79	0.5%
Other values (7860)	12934	88.5%

Most occurring characters

Value	Count	Frequency (%)
	4621	6.4%
구	3257	4.5%
당	3201	4.4%
스	3031	4.2%
장	2960	4.1%
도	1841	2.5%
클	1462	2.0%
럽	1447	2.0%
프	1243	1.7%
골	1116	1.5%
Other values (854)	48317	66.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60607	83.6%
Space Separator	4621	6.4%
Uppercase Letter	4182	5.8%
Lowercase Letter	1334	1.8%
Decimal Number	545	0.8%
Close Punctuation	432	0.6%
Open Punctuation	424	0.6%
Other Punctuation	272	0.4%
Dash Punctuation	58	0.1%
Math Symbol	10	< 0.1%
Other values (4)	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	3257	5.4%
당	3201	5.3%
스	3031	5.0%
장	2960	4.9%
도	1841	3.0%
클	1462	2.4%
럽	1447	2.4%
프	1243	2.1%
골	1116	1.8%
관	1116	1.8%
Other values (765)	39933	65.9%

Uppercase Letter

Value	Count	Frequency (%)
G	379	9.1%
M	346	8.3%
T	318	7.6%
S	289	6.9%
P	259	6.2%
A	235	5.6%
Y	220	5.3%
O	216	5.2%
I	196	4.7%
K	194	4.6%
Other values (16)	1530	36.6%

Lowercase Letter

Value	Count	Frequency (%)
i	134	10.0%
e	127	9.5%
n	118	8.8%
o	108	8.1%
t	78	5.8%
l	77	5.8%
y	76	5.7%
a	76	5.7%
r	75	5.6%
s	73	5.5%
Other values (16)	392	29.4%

Decimal Number

Value	Count	Frequency (%)
2	163	29.9%
1	97	17.8%
3	62	11.4%
0	45	8.3%
4	42	7.7%
5	42	7.7%
7	27	5.0%
9	27	5.0%
8	21	3.9%
6	19	3.5%

Other Punctuation

Value	Count	Frequency (%)
&	100	36.8%
.	100	36.8%
?	19	7.0%
'	16	5.9%
,	14	5.1%
:	10	3.7%
·	7	2.6%
#	3	1.1%
/	2	0.7%
＆	1	0.4%

Math Symbol

Value	Count	Frequency (%)
+	6	60.0%
~	1	10.0%
⇒	1	10.0%
<	1	10.0%
>	1	10.0%

Close Punctuation

Value	Count	Frequency (%)
)	431	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	423	99.8%
[	1	0.2%

Letter Number

Value	Count	Frequency (%)
Ⅱ	5	83.3%
Ⅰ	1	16.7%

Other Symbol

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

Space Separator

Value	Count	Frequency (%)
	4621	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Other Number

Value	Count	Frequency (%)
₂	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	60604	83.6%
Common	6367	8.8%
Latin	5522	7.6%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	3257	5.4%
당	3201	5.3%
스	3031	5.0%
장	2960	4.9%
도	1841	3.0%
클	1462	2.4%
럽	1447	2.4%
프	1243	2.1%
골	1116	1.8%
관	1116	1.8%
Other values (762)	39930	65.9%

Latin

Value	Count	Frequency (%)
G	379	6.9%
M	346	6.3%
T	318	5.8%
S	289	5.2%
P	259	4.7%
A	235	4.3%
Y	220	4.0%
O	216	3.9%
I	196	3.5%
K	194	3.5%
Other values (44)	2870	52.0%

Common

Value	Count	Frequency (%)
	4621	72.6%
)	431	6.8%
(	423	6.6%
2	163	2.6%
&	100	1.6%
.	100	1.6%
1	97	1.5%
3	62	1.0%
-	58	0.9%
0	45	0.7%
Other values (25)	267	4.2%

Han

Value	Count	Frequency (%)
正	1	33.3%
日	1	33.3%
孝	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60603	83.6%
ASCII	11871	16.4%
None	9	< 0.1%
Number Forms	6	< 0.1%
CJK	3	< 0.1%
Arrows	1	< 0.1%
Letterlike Symbols	1	< 0.1%
Specials	1	< 0.1%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4621	38.9%
)	431	3.6%
(	423	3.6%
G	379	3.2%
M	346	2.9%
T	318	2.7%
S	289	2.4%
P	259	2.2%
A	235	2.0%
Y	220	1.9%
Other values (71)	4350	36.6%

Hangul

Value	Count	Frequency (%)
구	3257	5.4%
당	3201	5.3%
스	3031	5.0%
장	2960	4.9%
도	1841	3.0%
클	1462	2.4%
럽	1447	2.4%
프	1243	2.1%
골	1116	1.8%
관	1116	1.8%
Other values (761)	39929	65.9%

None

Value	Count	Frequency (%)
·	7	77.8%
＆	1	11.1%
₂	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	5	83.3%
Ⅰ	1	16.7%

Arrows

Value	Count	Frequency (%)
⇒	1	100.0%

CJK

Value	Count	Frequency (%)
正	1	33.3%
日	1	33.3%
孝	1	33.3%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

Specials

Value	Count	Frequency (%)
�	1	100.0%

Compat Jamo

Value	Count	Frequency (%)
ㆍ	1	100.0%

sitepostno
Text

MISSING

Distinct	796
Distinct (%)	17.7%
Missing	5514
Missing (%)	55.1%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	26916
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	246 ?
Unique (%)	5.5%

Sample

1st row	604813
2nd row	608813
3rd row	611702
4th row	지번우편번호
5th row	604840

Value	Count	Frequency (%)
지번우편번호	523	11.7%
608805	51	1.1%
616852	45	1.0%
604851	36	0.8%
609839	34	0.8%
619903	32	0.7%
607815	32	0.7%
607804	31	0.7%
608810	31	0.7%
619963	28	0.6%
Other values (786)	3643	81.2%

Most occurring characters

Value	Count	Frequency (%)
6	4862	18.1%
8	4178	15.5%
0	4013	14.9%
1	3508	13.0%
2	1703	6.3%
4	1402	5.2%
7	1305	4.8%
3	1239	4.6%
번	1046	3.9%
9	925	3.4%
Other values (6)	2735	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23774	88.3%
Other Letter	3138	11.7%
Space Separator	4	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	4862	20.5%
8	4178	17.6%
0	4013	16.9%
1	3508	14.8%
2	1703	7.2%
4	1402	5.9%
7	1305	5.5%
3	1239	5.2%
9	925	3.9%
5	639	2.7%

Other Letter

Value	Count	Frequency (%)
번	1046	33.3%
지	523	16.7%
우	523	16.7%
편	523	16.7%
호	523	16.7%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23778	88.3%
Hangul	3138	11.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	4862	20.4%
8	4178	17.6%
0	4013	16.9%
1	3508	14.8%
2	1703	7.2%
4	1402	5.9%
7	1305	5.5%
3	1239	5.2%
9	925	3.9%
5	639	2.7%

Hangul

Value	Count	Frequency (%)
번	1046	33.3%
지	523	16.7%
우	523	16.7%
편	523	16.7%
호	523	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23778	88.3%
Hangul	3138	11.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	4862	20.4%
8	4178	17.6%
0	4013	16.9%
1	3508	14.8%
2	1703	7.2%
4	1402	5.9%
7	1305	5.5%
3	1239	5.2%
9	925	3.9%
5	639	2.7%

Hangul

Value	Count	Frequency (%)
번	1046	33.3%
지	523	16.7%
우	523	16.7%
편	523	16.7%
호	523	16.7%

sitewhladdr
Text

MISSING

Distinct	8243
Distinct (%)	83.3%
Missing	102
Missing (%)	1.0%
Memory size	156.2 KiB

Length

Max length	65
Median length	49
Mean length	25.41665
Min length	4

Characters and Unicode

Total characters	251574
Distinct characters	651
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	6990 ?
Unique (%)	70.6%

Sample

1st row	부산광역시 사하구 괴정동 580-13번지 2층
2nd row	경상북도 포항시 남구 오천읍 원리 893-107번지
3rd row	부산광역시 남구 대연동 1752-16번지
4th row	부산광역시 해운대구 중동 1519-3번지
5th row	부산광역시 부산진구 양정동 350-70번지

Value	Count	Frequency (%)
부산광역시	5178	10.8%
경기도	1387	2.9%
서울특별시	772	1.6%
동래구	606	1.3%
남구	578	1.2%
부산진구	542	1.1%
해운대구	512	1.1%
북구	465	1.0%
2층	459	1.0%
사하구	440	0.9%
Other values (11602)	36991	77.2%

Most occurring characters

Value	Count	Frequency (%)
	47261	18.8%
동	10677	4.2%
1	9841	3.9%
시	9793	3.9%
지	9225	3.7%
번	8578	3.4%
-	8174	3.2%
구	8134	3.2%
산	7209	2.9%
광	6627	2.6%
Other values (641)	126055	50.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	147259	58.5%
Decimal Number	47557	18.9%
Space Separator	47261	18.8%
Dash Punctuation	8174	3.2%
Uppercase Letter	570	0.2%
Other Punctuation	329	0.1%
Open Punctuation	134	0.1%
Close Punctuation	133	0.1%
Lowercase Letter	82	< 0.1%
Math Symbol	66	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10677	7.3%
시	9793	6.7%
지	9225	6.3%
번	8578	5.8%
구	8134	5.5%
산	7209	4.9%
광	6627	4.5%
부	6373	4.3%
역	6128	4.2%
도	3471	2.4%
Other values (569)	71044	48.2%

Uppercase Letter

Value	Count	Frequency (%)
B	110	19.3%
S	43	7.5%
A	42	7.4%
I	39	6.8%
K	38	6.7%
E	34	6.0%
T	26	4.6%
P	24	4.2%
C	24	4.2%
L	19	3.3%
Other values (16)	171	30.0%

Lowercase Letter

Value	Count	Frequency (%)
e	23	28.0%
l	8	9.8%
o	7	8.5%
r	6	7.3%
c	6	7.3%
i	4	4.9%
w	4	4.9%
a	4	4.9%
y	4	4.9%
u	4	4.9%
Other values (7)	12	14.6%

Decimal Number

Value	Count	Frequency (%)
1	9841	20.7%
2	6551	13.8%
3	5415	11.4%
4	4470	9.4%
5	4317	9.1%
0	3891	8.2%
6	3721	7.8%
7	3491	7.3%
8	3076	6.5%
9	2784	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	216	65.7%
?	73	22.2%
.	18	5.5%
&	7	2.1%
@	6	1.8%
/	4	1.2%
？	2	0.6%
·	2	0.6%
'	1	0.3%

Letter Number

Value	Count	Frequency (%)
Ⅱ	4	44.4%
Ⅰ	3	33.3%
Ⅵ	1	11.1%
Ⅳ	1	11.1%

Math Symbol

Value	Count	Frequency (%)
~	65	98.5%
+	1	1.5%

Space Separator

Value	Count	Frequency (%)
	47261	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8174	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	134	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	133	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	147258	58.5%
Common	103654	41.2%
Latin	661	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10677	7.3%
시	9793	6.7%
지	9225	6.3%
번	8578	5.8%
구	8134	5.5%
산	7209	4.9%
광	6627	4.5%
부	6373	4.3%
역	6128	4.2%
도	3471	2.4%
Other values (568)	71043	48.2%

Latin

Value	Count	Frequency (%)
B	110	16.6%
S	43	6.5%
A	42	6.4%
I	39	5.9%
K	38	5.7%
E	34	5.1%
T	26	3.9%
P	24	3.6%
C	24	3.6%
e	23	3.5%
Other values (37)	258	39.0%

Common

Value	Count	Frequency (%)
	47261	45.6%
1	9841	9.5%
-	8174	7.9%
2	6551	6.3%
3	5415	5.2%
4	4470	4.3%
5	4317	4.2%
0	3891	3.8%
6	3721	3.6%
7	3491	3.4%
Other values (15)	6522	6.3%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	147258	58.5%
ASCII	104302	41.5%
Number Forms	9	< 0.1%
None	4	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47261	45.3%
1	9841	9.4%
-	8174	7.8%
2	6551	6.3%
3	5415	5.2%
4	4470	4.3%
5	4317	4.1%
0	3891	3.7%
6	3721	3.6%
7	3491	3.3%
Other values (56)	7170	6.9%

Hangul

Value	Count	Frequency (%)
동	10677	7.3%
시	9793	6.7%
지	9225	6.3%
번	8578	5.8%
구	8134	5.5%
산	7209	4.9%
광	6627	4.5%
부	6373	4.3%
역	6128	4.2%
도	3471	2.4%
Other values (568)	71043	48.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	4	44.4%
Ⅰ	3	33.3%
Ⅵ	1	11.1%
Ⅳ	1	11.1%

None

Value	Count	Frequency (%)
？	2	50.0%
·	2	50.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
盧	1	100.0%

rdnpostno
Text

Distinct	3926
Distinct (%)	39.3%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	4.9999
Min length	2

Characters and Unicode

Total characters	49994
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	2456 ?
Unique (%)	24.6%

Sample

1st row	48947
2nd row	37883
3rd row	48947
4th row	48114
5th row	47222

Value	Count	Frequency (%)
48947	3031	30.3%
46726	33	0.3%
46759	20	0.2%
46764	16	0.2%
10071	14	0.1%
48515	12	0.1%
48111	12	0.1%
46008	11	0.1%
48059	11	0.1%
46015	11	0.1%
Other values (3916)	6828	68.3%

Most occurring characters

Value	Count	Frequency (%)
4	11179	22.4%
7	6246	12.5%
8	5849	11.7%
9	5336	10.7%
1	4492	9.0%
2	3685	7.4%
0	3436	6.9%
6	3364	6.7%
5	3267	6.5%
3	3133	6.3%
Other values (7)	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49987	> 99.9%
Other Letter	7	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	11179	22.4%
7	6246	12.5%
8	5849	11.7%
9	5336	10.7%
1	4492	9.0%
2	3685	7.4%
0	3436	6.9%
6	3364	6.7%
5	3267	6.5%
3	3133	6.3%

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	49987	> 99.9%
Hangul	7	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	11179	22.4%
7	6246	12.5%
8	5849	11.7%
9	5336	10.7%
1	4492	9.0%
2	3685	7.4%
0	3436	6.9%
6	3364	6.7%
5	3267	6.5%
3	3133	6.3%

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	49987	> 99.9%
Hangul	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	11179	22.4%
7	6246	12.5%
8	5849	11.7%
9	5336	10.7%
1	4492	9.0%
2	3685	7.4%
0	3436	6.9%
6	3364	6.7%
5	3267	6.5%
3	3133	6.3%

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	8407
Distinct (%)	86.3%
Missing	257
Missing (%)	2.6%
Memory size	156.2 KiB

Length

Max length	71
Median length	61
Mean length	31.077389
Min length	3

Characters and Unicode

Total characters	302787
Distinct characters	707
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	7388 ?
Unique (%)	75.8%

Sample

1st row	부산광역시 사하구 낙동대로323번길 18 (괴정동,2층)
2nd row	경상북도 포항시 남구 오천읍 남원로 85-75, 3층
3rd row	부산광역시 남구 수영로196번길 9 (대연동)
4th row	부산광역시 해운대구 좌동순환로433번길 30, 상가동 지하층 101호 (중동, 해운대힐스테이트위브)
5th row	부산광역시 부산진구 양지로5번길 48 (양정동)

Value	Count	Frequency (%)
부산광역시	5028	8.3%
경기도	1384	2.3%
2층	1331	2.2%
3층	1034	1.7%
서울특별시	772	1.3%
동래구	578	1.0%
4층	558	0.9%
남구	557	0.9%
부산진구	534	0.9%
해운대구	505	0.8%
Other values (11023)	48248	79.7%

Most occurring characters

Value	Count	Frequency (%)
	52857	17.5%
동	11561	3.8%
시	9925	3.3%
1	9340	3.1%
로	9274	3.1%
(	8861	2.9%
)	8859	2.9%
구	8162	2.7%
,	8106	2.7%
2	8055	2.7%
Other values (697)	167787	55.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	174380	57.6%
Space Separator	52857	17.5%
Decimal Number	47149	15.6%
Open Punctuation	8863	2.9%
Close Punctuation	8861	2.9%
Other Punctuation	8256	2.7%
Dash Punctuation	1370	0.5%
Uppercase Letter	697	0.2%
Math Symbol	249	0.1%
Lowercase Letter	96	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11561	6.6%
시	9925	5.7%
로	9274	5.3%
구	8162	4.7%
산	7397	4.2%
광	6737	3.9%
부	6350	3.6%
역	6005	3.4%
층	5100	2.9%
길	3693	2.1%
Other values (622)	100176	57.4%

Uppercase Letter

Value	Count	Frequency (%)
B	207	29.7%
A	59	8.5%
S	46	6.6%
K	41	5.9%
I	39	5.6%
E	33	4.7%
C	27	3.9%
T	27	3.9%
P	22	3.2%
N	20	2.9%
Other values (16)	176	25.3%

Lowercase Letter

Value	Count	Frequency (%)
e	24	25.0%
l	8	8.3%
o	7	7.3%
c	6	6.2%
b	6	6.2%
a	6	6.2%
i	6	6.2%
r	6	6.2%
w	5	5.2%
t	4	4.2%
Other values (7)	18	18.8%

Decimal Number

Value	Count	Frequency (%)
1	9340	19.8%
2	8055	17.1%
3	5969	12.7%
0	4984	10.6%
4	4481	9.5%
5	3682	7.8%
6	3113	6.6%
7	2797	5.9%
8	2500	5.3%
9	2228	4.7%

Other Punctuation

Value	Count	Frequency (%)
,	8106	98.2%
?	93	1.1%
.	26	0.3%
·	9	0.1%
&	8	0.1%
@	6	0.1%
/	3	< 0.1%
*	2	< 0.1%
？	2	< 0.1%
'	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	4	44.4%
Ⅰ	3	33.3%
Ⅳ	1	11.1%
Ⅵ	1	11.1%

Open Punctuation

Value	Count	Frequency (%)
(	8861	> 99.9%
[	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	8859	> 99.9%
]	2	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	248	99.6%
+	1	0.4%

Space Separator

Value	Count	Frequency (%)
	52857	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1370	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	174379	57.6%
Common	127605	42.1%
Latin	802	0.3%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11561	6.6%
시	9925	5.7%
로	9274	5.3%
구	8162	4.7%
산	7397	4.2%
광	6737	3.9%
부	6350	3.6%
역	6005	3.4%
층	5100	2.9%
길	3693	2.1%
Other values (621)	100175	57.4%

Latin

Value	Count	Frequency (%)
B	207	25.8%
A	59	7.4%
S	46	5.7%
K	41	5.1%
I	39	4.9%
E	33	4.1%
C	27	3.4%
T	27	3.4%
e	24	3.0%
P	22	2.7%
Other values (37)	277	34.5%

Common

Value	Count	Frequency (%)
	52857	41.4%
1	9340	7.3%
(	8861	6.9%
)	8859	6.9%
,	8106	6.4%
2	8055	6.3%
3	5969	4.7%
0	4984	3.9%
4	4481	3.5%
5	3682	2.9%
Other values (18)	12411	9.7%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	174379	57.6%
ASCII	128387	42.4%
None	11	< 0.1%
Number Forms	9	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	52857	41.2%
1	9340	7.3%
(	8861	6.9%
)	8859	6.9%
,	8106	6.3%
2	8055	6.3%
3	5969	4.6%
0	4984	3.9%
4	4481	3.5%
5	3682	2.9%
Other values (59)	13193	10.3%

Hangul

Value	Count	Frequency (%)
동	11561	6.6%
시	9925	5.7%
로	9274	5.3%
구	8162	4.7%
산	7397	4.2%
광	6737	3.9%
부	6350	3.6%
역	6005	3.4%
층	5100	2.9%
길	3693	2.1%
Other values (621)	100175	57.4%

None

Value	Count	Frequency (%)
·	9	81.8%
？	2	18.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	4	44.4%
Ⅰ	3	33.3%
Ⅳ	1	11.1%
Ⅵ	1	11.1%

CJK Compat Ideographs

Value	Count	Frequency (%)
盧	1	100.0%

apvpermymd
Real number (ℝ)

SKEWED

Distinct	3775
Distinct (%)	37.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20119101

Minimum	388631.59
Maximum	20210129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	388631.59
5-th percentile	19951198
Q1	20050223
median	20181026
Q3	20191206
95-th percentile	20201104
Maximum	20210129
Range	19821497
Interquartile range (IQR)	140983.25

Descriptive statistics

Standard deviation	239533.36
Coefficient of variation (CV)	0.011905769
Kurtosis	4922.3278
Mean	20119101
Median Absolute Deviation (MAD)	20100
Skewness	-63.488067
Sum	2.0119101 × 10¹¹
Variance	5.7376231 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030204.0	100	1.0%
20030206.0	44	0.4%
20030203.0	43	0.4%
20191115.0	26	0.3%
20191213.0	26	0.3%
20181116.0	26	0.3%
20190215.0	25	0.2%
20181130.0	25	0.2%
20191220.0	25	0.2%
20191018.0	25	0.2%
Other values (3765)	9635	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
388631.593406	1	< 0.1%
10001126.0	1	< 0.1%
19720503.0	1	< 0.1%
19750416.0	1	< 0.1%
19750503.0	1	< 0.1%
19750519.0	1	< 0.1%
19751001.0	1	< 0.1%
19770203.0	1	< 0.1%
19790919.0	1	< 0.1%
19800709.0	2	< 0.1%

Value	Count	Frequency (%)
20210129.0	12	0.1%
20210128.0	7	0.1%
20210127.0	7	0.1%
20210126.0	4	< 0.1%
20210125.0	6	0.1%
20210122.0	12	0.1%
20210121.0	8	0.1%
20210120.0	8	0.1%
20210119.0	8	0.1%
20210118.0	6	0.1%

dcbymd
Text

MISSING

Distinct	1509
Distinct (%)	51.7%
Missing	7081
Missing (%)	70.8%
Memory size	156.2 KiB

Length

Max length	20
Median length	8
Mean length	7.2874272
Min length	4

Characters and Unicode

Total characters	21272
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	1156 ?
Unique (%)	39.6%

Sample

1st row	20111213
2nd row	19991216
3rd row	20171106
4th row	20180302
5th row	폐업일자

Value	Count	Frequency (%)
폐업일자	523	17.9%
20180302	65	2.2%
20040504	52	1.8%
20151231	41	1.4%
20140411	37	1.3%
20070801	27	0.9%
20030613	20	0.7%
20021212	18	0.6%
20061215	16	0.5%
20121231	15	0.5%
Other values (1499)	2105	72.1%

Most occurring characters

Value	Count	Frequency (%)
0	6304	29.6%
2	3950	18.6%
1	3742	17.6%
3	975	4.6%
4	768	3.6%
7	724	3.4%
8	713	3.4%
5	708	3.3%
9	702	3.3%
6	591	2.8%
Other values (6)	2095	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19177	90.2%
Other Letter	2092	9.8%
Space Separator	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6304	32.9%
2	3950	20.6%
1	3742	19.5%
3	975	5.1%
4	768	4.0%
7	724	3.8%
8	713	3.7%
5	708	3.7%
9	702	3.7%
6	591	3.1%

Other Letter

Value	Count	Frequency (%)
폐	523	25.0%
업	523	25.0%
일	523	25.0%
자	523	25.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19180	90.2%
Hangul	2092	9.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6304	32.9%
2	3950	20.6%
1	3742	19.5%
3	975	5.1%
4	768	4.0%
7	724	3.8%
8	713	3.7%
5	708	3.7%
9	702	3.7%
6	591	3.1%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	523	25.0%
업	523	25.0%
일	523	25.0%
자	523	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19180	90.2%
Hangul	2092	9.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6304	32.9%
2	3950	20.6%
1	3742	19.5%
3	975	5.1%
4	768	4.0%
7	724	3.8%
8	713	3.7%
5	708	3.7%
9	702	3.7%
6	591	3.1%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	523	25.0%
업	523	25.0%
일	523	25.0%
자	523	25.0%

clgstdt
Categorical

IMBALANCE

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

<NA>	9470
휴업시작일자	522
20130122	1
20091112	1
20180701	1
Other values (5)	5

Length

Max length	14
Median length	4
Mean length	4.1082
Min length	4

Unique

Unique	8 ?
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>	9470	94.7%
휴업시작일자	522	5.2%
20130122	1	< 0.1%
20091112	1	< 0.1%
20180701	1	< 0.1%
20180808	1	< 0.1%
20180525	1	< 0.1%
20200828	1	< 0.1%
20140115112341	1	< 0.1%
20070801	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9470	94.7%
휴업시작일자	522	5.2%
20130122	1	< 0.1%
20091112	1	< 0.1%
20180701	1	< 0.1%
20180808	1	< 0.1%
20180525	1	< 0.1%
20200828	1	< 0.1%
20140115112341	1	< 0.1%
20070801	1	< 0.1%

clgenddt
Categorical

IMBALANCE

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

<NA>	9471
휴업종료일자	522
20130714	1
20100530	1
20181231	1
Other values (4)	4

Length

Max length	8
Median length	4
Mean length	4.1072
Min length	4

Unique

Unique	7 ?
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>	9471	94.7%
휴업종료일자	522	5.2%
20130714	1	< 0.1%
20100530	1	< 0.1%
20181231	1	< 0.1%
20190630	1	< 0.1%
20230524	1	< 0.1%
20210228	1	< 0.1%
20421031	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9471	94.7%
휴업종료일자	522	5.2%
20130714	1	< 0.1%
20100530	1	< 0.1%
20181231	1	< 0.1%
20190630	1	< 0.1%
20230524	1	< 0.1%
20210228	1	< 0.1%
20421031	1	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9476
재개업일자	523
051-123-1234	1

Length

Max length	12
Median length	4
Mean length	4.0531
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>	9476	94.8%
재개업일자	523	5.2%
051-123-1234	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9476	94.8%
재개업일자	523	5.2%
051-123-1234	1	< 0.1%

trdstatenm
Categorical

IMBALANCE

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

영업/정상	4990
13	2447
03	2189
35	286
<NA>	57
Other values (7)	31

Length

Max length	14
Median length	5
Mean length	3.5106
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	03
2nd row	영업/정상
3rd row	03
4th row	03
5th row	35

Common Values

Value	Count	Frequency (%)
영업/정상	4990	49.9%
13	2447	24.5%
03	2189	21.9%
35	286	2.9%
<NA>	57	0.6%
폐업	8	0.1%
영업상태	8	0.1%
1	6	0.1%
02	6	0.1%
휴업	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
영업/정상	4990	49.9%
13	2447	24.5%
03	2189	21.9%
35	286	2.9%
na	57	0.6%
폐업	8	0.1%
영업상태	8	0.1%
1	6	0.1%
02	6	0.1%
휴업	1	< 0.1%
Other values (2)	2	< 0.1%

dtlstatenm
Categorical

IMBALANCE

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

영업중	7488
폐업	2197
직권말소	287
영업	14
휴업	7
Other values (3)	7

Length

Max length	4
Median length	3
Mean length	2.8071
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	폐업
2nd row	영업중
3rd row	폐업
4th row	폐업
5th row	직권말소

Common Values

Value	Count	Frequency (%)
영업중	7488	74.9%
폐업	2197	22.0%
직권말소	287	2.9%
영업	14	0.1%
휴업	7	0.1%
???	5	0.1%
<NA>	1	< 0.1%
신고취소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	7488	74.9%
폐업	2197	22.0%
직권말소	287	2.9%
영업	14	0.1%
휴업	7	0.1%
	5	< 0.1%
na	1	< 0.1%
신고취소	1	< 0.1%

x
Text

MISSING

Distinct	7423
Distinct (%)	76.6%
Missing	313
Missing (%)	3.1%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.948488
Min length	2

Characters and Unicode

Total characters	193241
Distinct characters	21
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	5835 ?
Unique (%)	60.2%

Sample

1st row	380662.18976300000
2nd row	416511.192333945
3rd row	390325.48550100000
4th row	398933.34447400000
5th row	388683.20273300000

Value	Count	Frequency (%)
좌표정보(x	37	0.4%
380613.87795500000	8	0.1%
385599.32170700000	7	0.1%
161426.029955154	7	0.1%
373579.04761500000	6	0.1%
392607.54573000000	6	0.1%
192565.493522349	6	0.1%
202115.873649386	6	0.1%
393357.80475400000	6	0.1%
276579.535612042	6	0.1%
Other values (7413)	9592	99.0%

Most occurring characters

Value	Count	Frequency (%)
	35673	18.5%
0	34320	17.8%
3	16512	8.5%
8	14100	7.3%
9	13103	6.8%
1	12995	6.7%
2	12974	6.7%
7	11299	5.8%
4	11114	5.8%
5	11002	5.7%
Other values (11)	20149	10.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	147760	76.5%
Space Separator	35673	18.5%
Other Punctuation	9547	4.9%
Other Letter	150	0.1%
Close Punctuation	37	< 0.1%
Uppercase Letter	37	< 0.1%
Open Punctuation	37	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34320	23.2%
3	16512	11.2%
8	14100	9.5%
9	13103	8.9%
1	12995	8.8%
2	12974	8.8%
7	11299	7.6%
4	11114	7.5%
5	11002	7.4%
6	10341	7.0%

Other Letter

Value	Count	Frequency (%)
좌	37	24.7%
표	37	24.7%
보	37	24.7%
정	37	24.7%
사	1	0.7%
립	1	0.7%

Space Separator

Value	Count	Frequency (%)
	35673	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9547	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193054	99.9%
Hangul	150	0.1%
Latin	37	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	35673	18.5%
0	34320	17.8%
3	16512	8.6%
8	14100	7.3%
9	13103	6.8%
1	12995	6.7%
2	12974	6.7%
7	11299	5.9%
4	11114	5.8%
5	11002	5.7%
Other values (4)	19962	10.3%

Hangul

Value	Count	Frequency (%)
좌	37	24.7%
표	37	24.7%
보	37	24.7%
정	37	24.7%
사	1	0.7%
립	1	0.7%

Latin

Value	Count	Frequency (%)
X	37	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193091	99.9%
Hangul	150	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35673	18.5%
0	34320	17.8%
3	16512	8.6%
8	14100	7.3%
9	13103	6.8%
1	12995	6.7%
2	12974	6.7%
7	11299	5.9%
4	11114	5.8%
5	11002	5.7%
Other values (5)	19999	10.4%

Hangul

Value	Count	Frequency (%)
좌	37	24.7%
표	37	24.7%
보	37	24.7%
정	37	24.7%
사	1	0.7%
립	1	0.7%

y
Text

MISSING

Distinct	7422
Distinct (%)	76.6%
Missing	313
Missing (%)	3.1%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.948901
Min length	6

Characters and Unicode

Total characters	193245
Distinct characters	27
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	5833 ?
Unique (%)	60.2%

Sample

1st row	179887.72661300000
2nd row	276742.095980593
3rd row	184007.03908700000
4th row	187515.39674200000
5th row	188087.90348500000

Value	Count	Frequency (%)
좌표정보(y	37	0.4%
175596.00351700000	8	0.1%
443010.928764189	7	0.1%
187606.00717200000	7	0.1%
191804.07825600000	6	0.1%
177095.68296500000	6	0.1%
437231.71060133	6	0.1%
197920.382594183	6	0.1%
444312.914685658	6	0.1%
177965.93694600000	6	0.1%
Other values (7412)	9592	99.0%

Most occurring characters

Value	Count	Frequency (%)
	35542	18.4%
0	33380	17.3%
1	16832	8.7%
4	13859	7.2%
8	13452	7.0%
9	12815	6.6%
2	11793	6.1%
7	11776	6.1%
3	11598	6.0%
6	11171	5.8%
Other values (17)	21027	10.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	147801	76.5%
Space Separator	35542	18.4%
Other Punctuation	9545	4.9%
Other Letter	154	0.1%
Dash Punctuation	83	< 0.1%
Close Punctuation	46	< 0.1%
Uppercase Letter	37	< 0.1%
Open Punctuation	37	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	33380	22.6%
1	16832	11.4%
4	13859	9.4%
8	13452	9.1%
9	12815	8.7%
2	11793	8.0%
7	11776	8.0%
3	11598	7.8%
6	11171	7.6%
5	11125	7.5%

Other Letter

Value	Count	Frequency (%)
좌	37	24.0%
표	37	24.0%
보	37	24.0%
정	37	24.0%
체	1	0.6%
력	1	0.6%
단	1	0.6%
련	1	0.6%
장	1	0.6%
업	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	37	80.4%
]	9	19.6%

Space Separator

Value	Count	Frequency (%)
	35542	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9545	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	83	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	37	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193054	99.9%
Hangul	154	0.1%
Latin	37	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	35542	18.4%
0	33380	17.3%
1	16832	8.7%
4	13859	7.2%
8	13452	7.0%
9	12815	6.6%
2	11793	6.1%
7	11776	6.1%
3	11598	6.0%
6	11171	5.8%
Other values (6)	20836	10.8%

Hangul

Value	Count	Frequency (%)
좌	37	24.0%
표	37	24.0%
보	37	24.0%
정	37	24.0%
체	1	0.6%
력	1	0.6%
단	1	0.6%
련	1	0.6%
장	1	0.6%
업	1	0.6%

Latin

Value	Count	Frequency (%)
Y	37	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193091	99.9%
Hangul	154	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35542	18.4%
0	33380	17.3%
1	16832	8.7%
4	13859	7.2%
8	13452	7.0%
9	12815	6.6%
2	11793	6.1%
7	11776	6.1%
3	11598	6.0%
6	11171	5.8%
Other values (7)	20873	10.8%

Hangul

Value	Count	Frequency (%)
좌	37	24.0%
표	37	24.0%
보	37	24.0%
정	37	24.0%
체	1	0.6%
력	1	0.6%
단	1	0.6%
련	1	0.6%
장	1	0.6%
업	1	0.6%

lastmodts
Real number (ℝ)

Distinct	8957
Distinct (%)	89.6%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.0161095 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210129 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0051226 × 10¹³
Q1	2.0140112 × 10¹³
median	2.0181026 × 10¹³
Q3	2.0191212 × 10¹³
95-th percentile	2.0201106 × 10¹³
Maximum	2.0210129 × 10¹³
Range	1.8911104 × 10¹¹
Interquartile range (IQR)	5.1100574 × 10¹⁰

Descriptive statistics

Standard deviation	4.6798891 × 10¹⁰
Coefficient of variation (CV)	0.0023212475
Kurtosis	0.72209247
Mean	2.0161095 × 10¹³
Median Absolute Deviation (MAD)	1.9591002 × 10¹⁰
Skewness	-1.2963449
Sum	2.0159079 × 10¹⁷
Variance	2.1901362 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021018132120	40	0.4%
20200508141537	3	< 0.1%
20200725111244	3	< 0.1%
20190308090843	3	< 0.1%
20190412165254	3	< 0.1%
20181130195857	3	< 0.1%
20191129084655	3	< 0.1%
20200619091732	3	< 0.1%
20200221152607	3	< 0.1%
20200515095318	3	< 0.1%
Other values (8947)	9932	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018132120	40	0.4%
20021226152409	1	< 0.1%
20021226160855	1	< 0.1%
20021226163050	1	< 0.1%
20021227103144	1	< 0.1%
20021227115048	1	< 0.1%
20021227135543	1	< 0.1%
20021227140112	1	< 0.1%
20021227140309	1	< 0.1%
20021227141903	1	< 0.1%

Value	Count	Frequency (%)
20210129173709	2	< 0.1%
20210129162648	1	< 0.1%
20210129155701	1	< 0.1%
20210129151032	1	< 0.1%
20210129140505	2	< 0.1%
20210129102229	2	< 0.1%
20210129095305	1	< 0.1%
20210129091007	1	< 0.1%
20210129090328	1	< 0.1%
20210128175854	1	< 0.1%

uptaenm
Categorical

IMBALANCE

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

<NA>	8058
태권도	722
합기도	454
업태구분명	364
권투	186
Other values (5)	216

Length

Max length	5
Median length	4
Mean length	3.8407
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8058	80.6%
태권도	722	7.2%
합기도	454	4.5%
업태구분명	364	3.6%
권투	186	1.9%
유도	118	1.2%
검도	64	0.6%
레슬링	19	0.2%
우슈	13	0.1%
야구종목	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8058	80.6%
태권도	722	7.2%
합기도	454	4.5%
업태구분명	364	3.6%
권투	186	1.9%
유도	118	1.2%
검도	64	0.6%
레슬링	19	0.2%
우슈	13	0.1%
야구종목	2	< 0.1%

sitetel
Text

MISSING

Distinct	210
Distinct (%)	2.2%
Missing	428
Missing (%)	4.3%
Memory size	156.2 KiB

Length

Max length	14
Median length	12
Mean length	11.94672
Min length	4

Characters and Unicode

Total characters	114354
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	181 ?
Unique (%)	1.9%

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	9279	96.9%
전화번호	56	0.6%
055-574-1600	4	< 0.1%
474-2429	2	< 0.1%
02-406-0285	2	< 0.1%
02-736-3676	2	< 0.1%
031-768-7911	2	< 0.1%
031-794-9998	2	< 0.1%
031-232-7990	2	< 0.1%
0545566161	2	< 0.1%
Other values (200)	219	2.3%

Most occurring characters

Value	Count	Frequency (%)
1	28073	24.5%
-	19003	16.6%
3	18856	16.5%
2	18829	16.5%
0	9696	8.5%
5	9528	8.3%
4	9472	8.3%
6	200	0.2%
7	175	0.2%
9	151	0.1%
Other values (6)	371	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	95126	83.2%
Dash Punctuation	19003	16.6%
Other Letter	224	0.2%
Close Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28073	29.5%
3	18856	19.8%
2	18829	19.8%
0	9696	10.2%
5	9528	10.0%
4	9472	10.0%
6	200	0.2%
7	175	0.2%
9	151	0.2%
8	146	0.2%

Other Letter

Value	Count	Frequency (%)
전	56	25.0%
화	56	25.0%
번	56	25.0%
호	56	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19003	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114130	99.8%
Hangul	224	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28073	24.6%
-	19003	16.7%
3	18856	16.5%
2	18829	16.5%
0	9696	8.5%
5	9528	8.3%
4	9472	8.3%
6	200	0.2%
7	175	0.2%
9	151	0.1%
Other values (2)	147	0.1%

Hangul

Value	Count	Frequency (%)
전	56	25.0%
화	56	25.0%
번	56	25.0%
호	56	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114130	99.8%
Hangul	224	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28073	24.6%
-	19003	16.7%
3	18856	16.5%
2	18829	16.5%
0	9696	8.5%
5	9528	8.3%
4	9472	8.3%
6	200	0.2%
7	175	0.2%
9	151	0.1%
Other values (2)	147	0.1%

Hangul

Value	Count	Frequency (%)
전	56	25.0%
화	56	25.0%
번	56	25.0%
호	56	25.0%

bdngdngnum
Categorical

IMBALANCE

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

<NA>	7967
1	1277
건축물동수	451
0	224
2	35
Other values (15)	46

Length

Max length	5
Median length	4
Mean length	3.572
Min length	1

Unique

Unique	10 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7967	79.7%
1	1277	12.8%
건축물동수	451	4.5%
0	224	2.2%
2	35	0.4%
5	10	0.1%
3	9	0.1%
4	8	0.1%
6	6	0.1%
39	3	< 0.1%
Other values (10)	10	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	7967	79.7%
1	1277	12.8%
건축물동수	451	4.5%
0	224	2.2%
2	35	0.4%
5	10	0.1%
3	9	0.1%
4	8	0.1%
6	6	0.1%
39	3	< 0.1%
Other values (10)	10	0.1%

bdngyarea
Text

MISSING

Distinct	3735
Distinct (%)	72.9%
Missing	4874
Missing (%)	48.7%
Memory size	156.2 KiB

Length

Max length	9
Median length	8
Mean length	5.597737
Min length	1

Characters and Unicode

Total characters	28694
Distinct characters	17
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	3201 ?
Unique (%)	62.4%

Sample

1st row	588.64
2nd row	882.33
3rd row	131.67
4th row	160
5th row	56293.45

Value	Count	Frequency (%)
건축물연면적	307	6.0%
0	220	4.3%
1	58	1.1%
150	24	0.5%
160	16	0.3%
120	16	0.3%
140	11	0.2%
99	11	0.2%
198	9	0.2%
158	8	0.2%
Other values (3725)	4446	86.7%

Most occurring characters

Value	Count	Frequency (%)
.	3916	13.6%
1	3386	11.8%
2	2473	8.6%
4	2431	8.5%
9	2380	8.3%
3	2218	7.7%
8	2192	7.6%
6	2121	7.4%
5	2074	7.2%
7	1974	6.9%
Other values (7)	3529	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22936	79.9%
Other Punctuation	3916	13.6%
Other Letter	1842	6.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3386	14.8%
2	2473	10.8%
4	2431	10.6%
9	2380	10.4%
3	2218	9.7%
8	2192	9.6%
6	2121	9.2%
5	2074	9.0%
7	1974	8.6%
0	1687	7.4%

Other Letter

Value	Count	Frequency (%)
적	307	16.7%
축	307	16.7%
면	307	16.7%
연	307	16.7%
물	307	16.7%
건	307	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	3916	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26852	93.6%
Hangul	1842	6.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	3916	14.6%
1	3386	12.6%
2	2473	9.2%
4	2431	9.1%
9	2380	8.9%
3	2218	8.3%
8	2192	8.2%
6	2121	7.9%
5	2074	7.7%
7	1974	7.4%

Hangul

Value	Count	Frequency (%)
적	307	16.7%
축	307	16.7%
면	307	16.7%
연	307	16.7%
물	307	16.7%
건	307	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26852	93.6%
Hangul	1842	6.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	3916	14.6%
1	3386	12.6%
2	2473	9.2%
4	2431	9.1%
9	2380	8.9%
3	2218	8.3%
8	2192	8.2%
6	2121	7.9%
5	2074	7.7%
7	1974	7.4%

Hangul

Value	Count	Frequency (%)
적	307	16.7%
축	307	16.7%
면	307	16.7%
연	307	16.7%
물	307	16.7%
건	307	16.7%

puprsenm
Categorical

IMBALANCE

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

사립	9919
<NA>	50
공사립구분명	13
공립	12
??	5

Length

Max length	19
Median length	2
Mean length	2.0169
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
사립	9919	99.2%
<NA>	50	0.5%
공사립구분명	13	0.1%
공립	12	0.1%
??	5	0.1%
2021-02-01 05:22:03	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	9919	99.2%
na	50	0.5%
공사립구분명	13	0.1%
공립	12	0.1%
	5	< 0.1%
2021-02-01	1	< 0.1%
05:22:03	1	< 0.1%

culphyedcobnm
Categorical

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

당구장업	3398
체육도장업	2542
체력단련장업	2394
골프연습장업	1257
수영장업	197
Other values (11)	212

Length

Max length	7
Median length	6
Mean length	4.9895
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	당구장업
2nd row	체육도장업
3rd row	당구장업
4th row	체력단련장업
5th row	당구장업

Common Values

Value	Count	Frequency (%)
당구장업	3398	34.0%
체육도장업	2542	25.4%
체력단련장업	2394	23.9%
골프연습장업	1257	12.6%
수영장업	197	2.0%
<NA>	43	0.4%
무도학원업	43	0.4%
썰매장업	41	0.4%
빙상장업	27	0.3%
골프장	21	0.2%
Other values (6)	37	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
당구장업	3398	34.0%
체육도장업	2542	25.4%
체력단련장업	2394	23.9%
골프연습장업	1257	12.6%
수영장업	197	2.0%
na	43	0.4%
무도학원업	43	0.4%
썰매장업	41	0.4%
빙상장업	27	0.3%
골프장	21	0.2%
Other values (5)	37	0.4%

bupnm
Categorical

IMBALANCE

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

<NA>	9475
법인명	522
삼성물산 주식회사 대표이사 최치훈	1
경원개발주식회사	1
다산베아채컨트리클러(주) 대표 이애자	1

Length

Max length	20
Median length	4
Mean length	3.9512
Min length	3

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>	9475	94.8%
법인명	522	5.2%
삼성물산 주식회사 대표이사 최치훈	1	< 0.1%
경원개발주식회사	1	< 0.1%
다산베아채컨트리클러(주) 대표 이애자	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9475	94.7%
법인명	522	5.2%
삼성물산	1	< 0.1%
주식회사	1	< 0.1%
대표이사	1	< 0.1%
최치훈	1	< 0.1%
경원개발주식회사	1	< 0.1%
다산베아채컨트리클러(주	1	< 0.1%
대표	1	< 0.1%
이애자	1	< 0.1%

insurjnyncode
Categorical

IMBALANCE

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

<NA>	7826
0	1379
보	476
Y	304
1	15

Length

Max length	4
Median length	4
Mean length	3.3478
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7826	78.3%
0	1379	13.8%
보	476	4.8%
Y	304	3.0%
1	15	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7826	78.3%
0	1379	13.8%
보	476	4.8%
y	304	3.0%
1	15	0.1%

drmkcobnm
Categorical

IMBALANCE

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

<NA>	9473
세부업종명	522
없음	2
회원제	2
일반대중	1

Length

Max length	5
Median length	4
Mean length	4.0516
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>	9473	94.7%
세부업종명	522	5.2%
없음	2	< 0.1%
회원제	2	< 0.1%
일반대중	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9473	94.7%
세부업종명	522	5.2%
없음	2	< 0.1%
회원제	2	< 0.1%
일반대중	1	< 0.1%

ldercnt
Categorical

IMBALANCE

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

<NA>	7128
1	1970
2	422
지도자수	341
0	127
Other values (4)	12

Length

Max length	4
Median length	4
Mean length	3.2407
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7128	71.3%
1	1970	19.7%
2	422	4.2%
지도자수	341	3.4%
0	127	1.3%
3	8	0.1%
4	2	< 0.1%
5	1	< 0.1%
7	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7128	71.3%
1	1970	19.7%
2	422	4.2%
지도자수	341	3.4%
0	127	1.3%
3	8	0.1%
4	2	< 0.1%
5	1	< 0.1%
7	1	< 0.1%

memcolltotstfnum
Categorical

IMBALANCE

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

<NA>	9430
회원모집총인원	519
50	6
100	6
30	4
Other values (18)	35

Length

Max length	7
Median length	4
Mean length	4.1471
Min length	1

Unique

Unique	7 ?
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>	9430	94.3%
회원모집총인원	519	5.2%
50	6	0.1%
100	6	0.1%
30	4	< 0.1%
60	4	< 0.1%
150	3	< 0.1%
1	3	< 0.1%
20	3	< 0.1%
0	3	< 0.1%
Other values (13)	19	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9430	94.3%
회원모집총인원	519	5.2%
50	6	0.1%
100	6	0.1%
30	4	< 0.1%
60	4	< 0.1%
150	3	< 0.1%
1	3	< 0.1%
20	3	< 0.1%
0	3	< 0.1%
Other values (13)	19	0.2%

last_load_dttm
Date

Distinct	3
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Minimum	2021-02-01 05:22:03
Maximum	2021-02-01 05:22:05

Histogram

Histogram with fixed size bins (bins=3)

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	bdngdngnum	bdngyarea	puprsenm	culphyedcobnm	bupnm	insurjnyncode	drmkcobnm	ldercnt	memcolltotstfnum	last_load_dttm
5658	5656	3340000	CDFH3301082006000001	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	패밀리당구장	604813	부산광역시 사하구 괴정동 580-13번지 2층	48947	부산광역시 사하구 낙동대로323번길 18 (괴정동,2층)	20060127.0	20111213	<NA>	<NA>	<NA>	03	폐업	380662.18976300000	179887.72661300000	20111213161740	<NA>	051-123-1234	1	588.64	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:04
9058	9058	5020000	CDFH3301022019000006	10_41_01_P	I	2019-06-30 02:21:24.0	체육도장업	TEAM MAD	<NA>	경상북도 포항시 남구 오천읍 원리 893-107번지	37883	경상북도 포항시 남구 오천읍 남원로 85-75, 3층	20190628.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	416511.192333945	276742.095980593	20190628181641	우슈	051-123-1234	<NA>	882.33	사립	체육도장업	<NA>	<NA>	<NA>	1	<NA>	2021-02-01 05:22:04
4951	4948	3310000	CDFH3301081998000013	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	은실당구장	608813	부산광역시 남구 대연동 1752-16번지	48947	부산광역시 남구 수영로196번길 9 (대연동)	19981026.0	19991216	<NA>	<NA>	<NA>	03	폐업	390325.48550100000	184007.03908700000	20030130144723	<NA>	051-123-1234	<NA>	131.67	사립	당구장업	<NA>	0	<NA>	<NA>	<NA>	2021-02-01 05:22:04
1529	1527	3330000	CDFH3301062016000001	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	점핑캣 바이 메디핏	<NA>	부산광역시 해운대구 중동 1519-3번지	48114	부산광역시 해운대구 좌동순환로433번길 30, 상가동 지하층 101호 (중동, 해운대힐스테이트위브)	20160224.0	20171106	<NA>	<NA>	<NA>	03	폐업	398933.34447400000	187515.39674200000	20171106173510	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:03
4264	4257	3290000	CDFH3301082003000068	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	포커스당구장	<NA>	부산광역시 부산진구 양정동 350-70번지	47222	부산광역시 부산진구 양지로5번길 48 (양정동)	20030206.0	20180302	<NA>	<NA>	<NA>	35	직권말소	388683.20273300000	188087.90348500000	20180302131320	<NA>	051-123-1234	<NA>	160	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:03
9169	9169	3240000	CDFH3301022019000005	10_41_01_P	I	2019-07-13 02:21:44.0	체육도장업	캡틴복싱클럽	<NA>	서울특별시 강동구 천호동 393-43번지 신성빌딩	05330	서울특별시 강동구 구천면로 250, 신성빌딩 5층 (천호동)	20190711.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	211552.085729225	448928.788210003	20190711114410	권투	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:04
7410	7410	3220000	CDFH3301062018000044	10_42_01_P	I	2019-01-02 02:20:35.0	체력단련장업	로그짐	<NA>	서울특별시 강남구 대치동 890-59번지 롯데골드로즈2	06193	서울특별시 강남구 선릉로86길 31, 롯데골드로즈2 2층 214호 (대치동)	20181231.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	204536.822020513	444660.784269339	20181231173759	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:04
1877	1876	3370000	CDFH3301062015000004	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	국제휘트니스	611702	부산광역시 연제구 거제동 76-2번지 국제빌딩 지하 1층	47505	부산광역시 연제구 중앙대로 1217 (거제동)	20150604.0	<NA>	<NA>	<NA>	<NA>	13	영업중	389429.27576400000	190832.86204500000	20180511110439	<NA>	051-123-1234	<NA>	56293.45	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:03
11308	11308	4190000	CDFH3301012020000001	10_35_01_P	I	2020-04-05 00:23:35.0	수영장업	그랑블루 어린이수영장	지번우편번호	강원도 원주시 반곡동 1779번지	26457	강원도 원주시 늘품로 213 (반곡동)	20200403.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	285466.853903742	426139.542500139	20200403130216	업태구분명	051-123-1234	건축물동수	665	사립	수영장업	법인명	Y	세부업종명	2	회원모집총인원	2021-02-01 05:22:05
8012	8012	3120000	CDFH3301062019000004	10_42_01_P	I	2019-03-10 02:21:45.0	체력단련장업	아이소포스짐	<NA>	서울특별시 서대문구 창천동 31-92번지 J-Tower	03776	서울특별시 서대문구 명물길 19, J-Tower 나동 7층 (창천동)	20190308.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	194425.547743193	450629.487978481	20190308201343	<NA>	051-123-1234	<NA>	1826	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:04

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngdngnum	bdngyarea	puprsenm	culphyedcobnm	bupnm	insurjnyncode	drmkcobnm	ldercnt	memcolltotstfnum	last_load_dttm
9109	9109	3780000	CDFH3301062019000017	10_42_01_P	I	2019-07-07 02:21:30.0	체력단련장업	동네헬스	<NA>	경기도 성남시 수정구 태평동 3475번지 태광빌딩	13291	경기도 성남시 수정구 탄리로 86, 태광빌딩 3층 (태평동)	20190705.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	211933.203385395	437948.671710884	20190705172010	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	1	<NA>	2021-02-01 05:22:04
11488	11488	3940000	CDFH3301022020000010	10_41_01_P	I	2020-04-23 00:23:20.0	체육도장업	KM GYM 합기도 킥복싱	<NA>	경기도 고양시 일산동구 식사동 1582-1번지 502호	10324	경기도 고양시 일산동구 위시티로 32, 502호 (식사동)	20200421.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	<NA>	<NA>	20200421143413	합기도	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:05
1318	1313	3310000	CDFH3301062014000004	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	엑스피 바디 스튜디오	608043	부산광역시 남구 문현동 405-6번지 3층	48415	부산광역시 남구 수영로 19, 3층 (문현동)	20140723.0	<NA>	<NA>	<NA>	<NA>	13	영업중	388655.07386500000	184283.09394700000	20140723135609	<NA>	051-123-1234	1	836.75	사립	체력단련장업	<NA>	<NA>	<NA>	1	<NA>	2021-02-01 05:22:03
2286	2289	3290000	CDFH3301022003000067	10_41_01_P	I	2018-08-31 23:59:59.0	<NA>	팀레전드 수양 태권도장	<NA>	부산광역시 부산진구 개금동 540-240번지 가동 2층	47387	부산광역시 부산진구 엄광로 36-3 (개금동)	20030204.0	20161121	<NA>	<NA>	<NA>	35	직권말소	384087.24600000000	185374.34138500000	20161121174943	태권도	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:03
7309	7307	3350000	CDFH3301082018000004	10_32_01_P	I	2018-12-19 02:20:21.0	당구장업	작당당구장	<NA>	부산광역시 금정구 부곡동 394-13번지 2층	46311	부산광역시 금정구 동현로16번길 95, 2층 (부곡동)	20181217.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	390000.711703439	193171.528238517	20181217130049	<NA>	051-123-1234	<NA>	468.26	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:04
361	443	3330000	CDFH3301052007000008	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	왕스크린	612020	부산광역시 해운대구 우동 1498번지	48947	부산광역시 해운대구 센텀동로 9 (우동)	20071228.0	20090413	<NA>	<NA>	<NA>	03	폐업	394318.43300500000	188115.35028700000	20090414173839	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	0	<NA>	<NA>	<NA>	2021-02-01 05:22:03
2724	2723	3320000	CDFH3301021996000004	10_41_01_P	I	2018-08-31 23:59:59.0	<NA>	무진2체육관	616845	부산광역시 북구 화명동 741-4번지 난애빌딩 501호	48947	부산광역시 북구 화명대로 92, 501호 (화명동,난애빌딩)	19960711.0	20080731	<NA>	<NA>	<NA>	03	폐업	383714.72476200000	194939.09097400000	20080731171321	<NA>	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	0	<NA>	<NA>	<NA>	2021-02-01 05:22:03
12005	12005	4230000	CDFH3301052020000001	10_31_01_P	I	2020-07-05 00:23:17.0	골프연습장업	금호 썬라이즈스크린골프	<NA>	강원도 속초시 금호동 482-18 삼성홈프레스티지2	24837	강원도 속초시 청초호반로 291, 삼성홈프레스티지2 2층 202~204호 (금호동)	20200703.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	339107.157800369	523290.126401449	20200703095746	<NA>	051-123-1234	<NA>	23614.23	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:05
1464	1462	3320000	CDFH3301062013000001	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	펀앤조이	616852	부산광역시 북구 화명동 2271-5번지	46524	부산광역시 북구 화명대로 17, 4층 402호 (화명동, 목양프라자)	20131030.0	<NA>	<NA>	<NA>	<NA>	13	영업중	382994.91711300000	195062.61032100000	20170110155053	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	1	<NA>	2021-02-01 05:22:03
1481	1479	3330000	CDFH3301062016000010	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	레이짐	<NA>	부산광역시 해운대구 우동 1507번지	48060	부산광역시 해운대구 센텀3로 32, 215호 (우동, 트럼프월드센텀2)	20161214.0	<NA>	<NA>	<NA>	<NA>	13	영업중	394428.63864400000	187692.28169500000	20161214163941	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-02-01 05:22:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Dash Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Math Symbol

Close Punctuation

Open Punctuation

Letter Number

Other Symbol

Space Separator

Dash Punctuation

Modifier Symbol

Other Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Number Forms

Arrows

CJK

Letterlike Symbols

Specials

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number