gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	10000
Missing cells	18684
Missing cells (%)	5.5%
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	18
DateTime	1

Dataset

Description	2021-01-04
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052201203000

Alerts

`updategbn` is highly imbalanced (94.7%)	Imbalance
`clgstdt` is highly imbalanced (91.9%)	Imbalance
`clgenddt` is highly imbalanced (91.7%)	Imbalance
`ropnymd` is highly imbalanced (81.7%)	Imbalance
`dtlstatenm` is highly imbalanced (67.4%)	Imbalance
`uptaenm` is highly imbalanced (64.9%)	Imbalance
`bdngdngnum` is highly imbalanced (75.9%)	Imbalance
`puprsenm` is highly imbalanced (97.0%)	Imbalance
`bupnm` is highly imbalanced (81.7%)	Imbalance
`insurjnyncode` is highly imbalanced (54.4%)	Imbalance
`drmkcobnm` is highly imbalanced (85.4%)	Imbalance
`ldercnt` is highly imbalanced (60.7%)	Imbalance
`memcolltotstfnum` is highly imbalanced (92.3%)	Imbalance
`sitepostno` has 5427 (54.3%) missing values	Missing
`sitewhladdr` has 120 (1.2%) missing values	Missing
`rdnwhladdr` has 271 (2.7%) missing values	Missing
`dcbymd` has 7063 (70.6%) missing values	Missing
`x` has 301 (3.0%) missing values	Missing
`y` has 301 (3.0%) missing values	Missing
`sitetel` has 332 (3.3%) missing values	Missing
`bdngyarea` has 4864 (48.6%) missing values	Missing
`apvpermymd` is highly skewed (γ1 = -63.3238542)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-17 21:57:46.595544
Analysis finished	2024-04-17 21:57:48.720471
Duration	2.12 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	4.1701
Min length	1

Characters and Unicode

Total characters	41701
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	487
2nd row	9596
3rd row	6664
4th row	5723
5th row	7497

Value	Count	Frequency (%)
487	1	< 0.1%
1877	1	< 0.1%
10030	1	< 0.1%
689	1	< 0.1%
6016	1	< 0.1%
11989	1	< 0.1%
3978	1	< 0.1%
12636	1	< 0.1%
13370	1	< 0.1%
784	1	< 0.1%
Other values (9991)	9991	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	7038	16.9%
2	4592	11.0%
3	4032	9.7%
5	3763	9.0%
4	3742	9.0%
7	3731	8.9%
0	3713	8.9%
6	3711	8.9%
9	3701	8.9%
8	3669	8.8%
Other values (9)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	41692	> 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	7038	16.9%
2	4592	11.0%
3	4032	9.7%
5	3763	9.0%
4	3742	9.0%
7	3731	8.9%
0	3713	8.9%
6	3711	8.9%
9	3701	8.9%
8	3669	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	41693	> 99.9%
Latin	8	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7038	16.9%
2	4592	11.0%
3	4032	9.7%
5	3763	9.0%
4	3742	9.0%
7	3731	8.9%
0	3713	8.9%
6	3711	8.9%
9	3701	8.9%
8	3669	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	41701	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7038	16.9%
2	4592	11.0%
3	4032	9.7%
5	3763	9.0%
4	3742	9.0%
7	3731	8.9%
0	3713	8.9%
6	3711	8.9%
9	3701	8.9%
8	3669	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	3734221.2

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	3360000
Q3	3930000
95-th percentile	5530000
Maximum	6520000
Range	5905147
Interquartile range (IQR)	630000

Descriptive statistics

Standard deviation	740181.43
Coefficient of variation (CV)	0.19821574
Kurtosis	2.4949295
Mean	3734221.2
Median Absolute Deviation (MAD)	80000
Skewness	1.8051486
Sum	3.7342212 × 10¹⁰
Variance	5.4786854 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3300000	627	6.3%
3290000	578	5.8%
3330000	533	5.3%
3310000	516	5.2%
3340000	487	4.9%
3350000	420	4.2%
3390000	392	3.9%
3320000	362	3.6%
3370000	294	2.9%
3380000	241	2.4%
Other values (223)	5550	55.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
614853	1	< 0.1%
3000000	16	0.2%
3010000	19	0.2%
3020000	17	0.2%
3030000	28	0.3%
3040000	24	0.2%
3050000	25	0.2%
3060000	18	0.2%
3070000	19	0.2%
3080000	12	0.1%

Value	Count	Frequency (%)
6520000	23	0.2%
6510000	86	0.9%
6470000	2	< 0.1%
6460000	1	< 0.1%
6440000	1	< 0.1%
6430000	1	< 0.1%
6420000	1	< 0.1%
6260000	5	0.1%
5710000	106	1.1%
5700000	5	0.1%

mgtno
Text

Distinct	1851
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	28
Median length	20
Mean length	20.0023
Min length	15

Characters and Unicode

Total characters	200023
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	702 ?
Unique (%)	7.0%

Sample

1st row	CDFH3301052009000006
2nd row	CDFH3301022019000004
3rd row	CDFH3301082012000001
4th row	CDFH3301082004000009
5th row	CDFH3301082019000001

Value	Count	Frequency (%)
cdfh3301082019000001	130	1.3%
cdfh3301082019000002	106	1.1%
cdfh3301022020000001	102	1.0%
cdfh3301082020000001	98	1.0%
cdfh3301062019000001	91	0.9%
cdfh3301022020000003	90	0.9%
cdfh3301052019000001	90	0.9%
cdfh3301022019000001	89	0.9%
cdfh3301022020000002	84	0.8%
cdfh3301082020000003	82	0.8%
Other values (1845)	9042	90.4%

Most occurring characters

Value	Count	Frequency (%)
0	81800	40.9%
3	22194	11.1%
1	19989	10.0%
2	16023	8.0%
C	9988	5.0%
F	9988	5.0%
H	9988	5.0%
D	9988	5.0%
9	5759	2.9%
8	5173	2.6%
Other values (21)	9133	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	160018	80.0%
Uppercase Letter	39952	20.0%
Dash Punctuation	31	< 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	81800	51.1%
3	22194	13.9%
1	19989	12.5%
2	16023	10.0%
9	5759	3.6%
8	5173	3.2%
6	3588	2.2%
5	2667	1.7%
4	1599	1.0%
7	1226	0.8%

Uppercase Letter

Value	Count	Frequency (%)
C	9988	25.0%
F	9988	25.0%
H	9988	25.0%
D	9988	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	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	160056	80.0%
Latin	39952	20.0%
Hangul	15	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	81800	51.1%
3	22194	13.9%
1	19989	12.5%
2	16023	10.0%
9	5759	3.6%
8	5173	3.2%
6	3588	2.2%
5	2667	1.7%
4	1599	1.0%
7	1226	0.8%
Other values (4)	38	< 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	9988	25.0%
F	9988	25.0%
H	9988	25.0%
D	9988	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	200008	> 99.9%
Hangul	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	81800	40.9%
3	22194	11.1%
1	19989	10.0%
2	16023	8.0%
C	9988	5.0%
F	9988	5.0%
H	9988	5.0%
D	9988	5.0%
9	5759	2.9%
8	5173	2.6%
Other values (8)	9118	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	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

10_32_01_P	3458
10_41_01_P	2565
10_42_01_P	2276
10_31_01_P	1292
10_35_01_P	205
Other values (9)	204

Length

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

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	10_31_01_P
2nd row	10_41_01_P
3rd row	10_32_01_P
4th row	10_32_01_P
5th row	10_32_01_P

Common Values

Value	Count	Frequency (%)
10_32_01_P	3458	34.6%
10_41_01_P	2565	25.7%
10_42_01_P	2276	22.8%
10_31_01_P	1292	12.9%
10_35_01_P	205	2.1%
10_37_01_P	54	0.5%
10_39_01_P	45	0.4%
10_33_02_P	41	0.4%
10_33_01_P	20	0.2%
10_34_01_P	16	0.2%
Other values (4)	28	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10_32_01_p	3458	34.6%
10_41_01_p	2565	25.7%
10_42_01_p	2276	22.8%
10_31_01_p	1292	12.9%
10_35_01_p	205	2.1%
10_37_01_p	54	0.5%
10_39_01_p	45	0.4%
10_33_02_p	41	0.4%
10_33_01_p	20	0.2%
10_34_01_p	16	0.2%
Other values (4)	28	0.3%

updategbn
Categorical

IMBALANCE

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

I	9897
U	102
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	9897	99.0%
U	102	1.0%
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	9897	98.9%
u	102	1.0%
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	598
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2013-12-05 00:00:00
Maximum	2021-01-02 00:23:15

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	5086
체력단련장업	1387
체육도장업	1336
당구장업	1221
골프연습장업	656
Other values (9)	314

Length

Max length	7
Median length	4
Mean length	4.5572
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5086	50.9%
체력단련장업	1387	13.9%
체육도장업	1336	13.4%
당구장업	1221	12.2%
골프연습장업	656	6.6%
수영장업	136	1.4%
썰매장업	45	0.4%
무도학원업	41	0.4%
종합체육시설업	34	0.3%
무도장업	20	0.2%
Other values (4)	38	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5086	50.9%
체력단련장업	1387	13.9%
체육도장업	1336	13.4%
당구장업	1221	12.2%
골프연습장업	656	6.6%
수영장업	136	1.4%
썰매장업	45	0.4%
무도학원업	41	0.4%
종합체육시설업	34	0.3%
무도장업	20	0.2%
Other values (4)	38	0.4%

bplcnm
Text

Distinct	7563
Distinct (%)	75.6%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	40
Median length	28
Mean length	7.2417242
Min length	1

Characters and Unicode

Total characters	72410
Distinct characters	870
Distinct categories	14 ?
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	6208 ?
Unique (%)	62.1%

Sample

1st row	신평스크린골프
2nd row	강한아이 태권도장
3rd row	스타당구장클럽
4th row	OK당구클럽
5th row	킹 당구장

Value	Count	Frequency (%)
당구장	365	2.5%
당구클럽	313	2.1%
합기도	183	1.2%
태권도	166	1.1%
휘트니스	151	1.0%
태권도장	137	0.9%
gym	119	0.8%
골프	94	0.6%
용인대	86	0.6%
스크린골프	74	0.5%
Other values (7825)	12957	88.5%

Most occurring characters

Value	Count	Frequency (%)
	4646	6.4%
구	3322	4.6%
당	3278	4.5%
장	3043	4.2%
스	2994	4.1%
도	1863	2.6%
클	1465	2.0%
럽	1450	2.0%
프	1281	1.8%
골	1169	1.6%
Other values (860)	47899	66.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60763	83.9%
Space Separator	4646	6.4%
Uppercase Letter	3978	5.5%
Lowercase Letter	1274	1.8%
Decimal Number	630	0.9%
Close Punctuation	400	0.6%
Open Punctuation	393	0.5%
Other Punctuation	258	0.4%
Dash Punctuation	51	0.1%
Math Symbol	8	< 0.1%
Other values (4)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	3322	5.5%
당	3278	5.4%
장	3043	5.0%
스	2994	4.9%
도	1863	3.1%
클	1465	2.4%
럽	1450	2.4%
프	1281	2.1%
골	1169	1.9%
관	1148	1.9%
Other values (772)	39750	65.4%

Uppercase Letter

Value	Count	Frequency (%)
G	364	9.2%
M	313	7.9%
T	301	7.6%
S	278	7.0%
P	248	6.2%
A	220	5.5%
Y	214	5.4%
O	196	4.9%
K	185	4.7%
I	175	4.4%
Other values (16)	1484	37.3%

Lowercase Letter

Value	Count	Frequency (%)
e	123	9.7%
i	119	9.3%
o	109	8.6%
n	108	8.5%
a	80	6.3%
t	80	6.3%
s	76	6.0%
y	72	5.7%
m	68	5.3%
r	67	5.3%
Other values (15)	372	29.2%

Decimal Number

Value	Count	Frequency (%)
2	176	27.9%
1	100	15.9%
3	69	11.0%
0	66	10.5%
5	52	8.3%
4	51	8.1%
7	38	6.0%
9	29	4.6%
8	27	4.3%
6	22	3.5%

Other Punctuation

Value	Count	Frequency (%)
&	99	38.4%
.	94	36.4%
,	22	8.5%
'	17	6.6%
:	9	3.5%
·	6	2.3%
/	4	1.6%
#	3	1.2%
?	3	1.2%
＆	1	0.4%

Math Symbol

Value	Count	Frequency (%)
+	4	50.0%
⇒	1	12.5%
<	1	12.5%
>	1	12.5%
~	1	12.5%

Close Punctuation

Value	Count	Frequency (%)
)	399	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	392	99.7%
[	1	0.3%

Other Number

Value	Count	Frequency (%)
②	1	50.0%
₂	1	50.0%

Other Symbol

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

Space Separator

Value	Count	Frequency (%)
	4646	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	51	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	4	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	60759	83.9%
Common	6390	8.8%
Latin	5256	7.3%
Han	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	3322	5.5%
당	3278	5.4%
장	3043	5.0%
스	2994	4.9%
도	1863	3.1%
클	1465	2.4%
럽	1450	2.4%
프	1281	2.1%
골	1169	1.9%
관	1148	1.9%
Other values (768)	39746	65.4%

Latin

Value	Count	Frequency (%)
G	364	6.9%
M	313	6.0%
T	301	5.7%
S	278	5.3%
P	248	4.7%
A	220	4.2%
Y	214	4.1%
O	196	3.7%
K	185	3.5%
I	175	3.3%
Other values (42)	2762	52.5%

Common

Value	Count	Frequency (%)
	4646	72.7%
)	399	6.2%
(	392	6.1%
2	176	2.8%
1	100	1.6%
&	99	1.5%
.	94	1.5%
3	69	1.1%
0	66	1.0%
5	52	0.8%
Other values (25)	297	4.6%

Han

Value	Count	Frequency (%)
秀	1	20.0%
人	1	20.0%
正	1	20.0%
日	1	20.0%
鄭	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	60758	83.9%
ASCII	11631	16.1%
None	9	< 0.1%
CJK	5	< 0.1%
Number Forms	4	< 0.1%
Enclosed Alphanum	1	< 0.1%
Letterlike Symbols	1	< 0.1%
Arrows	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4646	39.9%
)	399	3.4%
(	392	3.4%
G	364	3.1%
M	313	2.7%
T	301	2.6%
S	278	2.4%
P	248	2.1%
A	220	1.9%
Y	214	1.8%
Other values (70)	4256	36.6%

Hangul

Value	Count	Frequency (%)
구	3322	5.5%
당	3278	5.4%
장	3043	5.0%
스	2994	4.9%
도	1863	3.1%
클	1465	2.4%
럽	1450	2.4%
프	1281	2.1%
골	1169	1.9%
관	1148	1.9%
Other values (767)	39745	65.4%

None

Value	Count	Frequency (%)
·	6	66.7%
₂	1	11.1%
㈜	1	11.1%
＆	1	11.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	4	100.0%

CJK

Value	Count	Frequency (%)
秀	1	20.0%
人	1	20.0%
正	1	20.0%
日	1	20.0%
鄭	1	20.0%

Enclosed Alphanum

Value	Count	Frequency (%)
②	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

Arrows

Value	Count	Frequency (%)
⇒	1	100.0%

sitepostno
Text

MISSING

Distinct	812
Distinct (%)	17.8%
Missing	5427
Missing (%)	54.3%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	27438
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	250 ?
Unique (%)	5.5%

Sample

1st row	604834
2nd row	지번우편번호
3rd row	619963
4th row	604842
5th row	617833

Value	Count	Frequency (%)
지번우편번호	506	11.1%
608805	47	1.0%
604851	45	1.0%
607815	37	0.8%
616852	37	0.8%
609839	36	0.8%
608810	34	0.7%
607804	31	0.7%
619963	31	0.7%
619903	28	0.6%
Other values (802)	3741	81.8%

Most occurring characters

Value	Count	Frequency (%)
6	4969	18.1%
8	4300	15.7%
0	4075	14.9%
1	3621	13.2%
2	1754	6.4%
4	1434	5.2%
7	1373	5.0%
3	1294	4.7%
번	1012	3.7%
9	920	3.4%
Other values (6)	2686	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	24397	88.9%
Other Letter	3036	11.1%
Space Separator	5	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	4969	20.4%
8	4300	17.6%
0	4075	16.7%
1	3621	14.8%
2	1754	7.2%
4	1434	5.9%
7	1373	5.6%
3	1294	5.3%
9	920	3.8%
5	657	2.7%

Other Letter

Value	Count	Frequency (%)
번	1012	33.3%
지	506	16.7%
우	506	16.7%
편	506	16.7%
호	506	16.7%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	24402	88.9%
Hangul	3036	11.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	4969	20.4%
8	4300	17.6%
0	4075	16.7%
1	3621	14.8%
2	1754	7.2%
4	1434	5.9%
7	1373	5.6%
3	1294	5.3%
9	920	3.8%
5	657	2.7%

Hangul

Value	Count	Frequency (%)
번	1012	33.3%
지	506	16.7%
우	506	16.7%
편	506	16.7%
호	506	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24402	88.9%
Hangul	3036	11.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	4969	20.4%
8	4300	17.6%
0	4075	16.7%
1	3621	14.8%
2	1754	7.2%
4	1434	5.9%
7	1373	5.6%
3	1294	5.3%
9	920	3.8%
5	657	2.7%

Hangul

Value	Count	Frequency (%)
번	1012	33.3%
지	506	16.7%
우	506	16.7%
편	506	16.7%
호	506	16.7%

sitewhladdr
Text

MISSING

Distinct	8250
Distinct (%)	83.5%
Missing	120
Missing (%)	1.2%
Memory size	156.2 KiB

Length

Max length	67
Median length	51
Mean length	25.473583
Min length	4

Characters and Unicode

Total characters	251679
Distinct characters	647
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	7043 ?
Unique (%)	71.3%

Sample

1st row	부산광역시 사하구 신평동 452-23번지 6층
2nd row	대구광역시 수성구 두산동 101-19번지
3rd row	부산광역시 기장군 정관읍 매학리 748-6번지 정관테라스 311~313호
4th row	부산광역시 사하구 장림동 1124-11번지
5th row	경기도 양주시 남면 신산리 282-4번지

Value	Count	Frequency (%)
부산광역시	5280	11.0%
경기도	1351	2.8%
서울특별시	751	1.6%
동래구	627	1.3%
남구	595	1.2%
부산진구	577	1.2%
해운대구	523	1.1%
북구	489	1.0%
2층	470	1.0%
사하구	450	0.9%
Other values (11563)	36741	76.8%

Most occurring characters

Value	Count	Frequency (%)
	47167	18.7%
동	10688	4.2%
시	9768	3.9%
1	9751	3.9%
지	9379	3.7%
번	8729	3.5%
구	8210	3.3%
-	8180	3.3%
산	7341	2.9%
광	6673	2.7%
Other values (637)	125793	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	147373	58.6%
Decimal Number	47651	18.9%
Space Separator	47167	18.7%
Dash Punctuation	8180	3.3%
Uppercase Letter	585	0.2%
Other Punctuation	294	0.1%
Open Punctuation	139	0.1%
Close Punctuation	138	0.1%
Lowercase Letter	82	< 0.1%
Math Symbol	61	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10688	7.3%
시	9768	6.6%
지	9379	6.4%
번	8729	5.9%
구	8210	5.6%
산	7341	5.0%
광	6673	4.5%
부	6506	4.4%
역	6199	4.2%
도	3404	2.3%
Other values (565)	70476	47.8%

Uppercase Letter

Value	Count	Frequency (%)
B	115	19.7%
S	44	7.5%
A	41	7.0%
I	39	6.7%
K	38	6.5%
E	36	6.2%
C	31	5.3%
P	28	4.8%
T	25	4.3%
W	20	3.4%
Other values (16)	168	28.7%

Lowercase Letter

Value	Count	Frequency (%)
e	22	26.8%
l	8	9.8%
r	7	8.5%
u	7	8.5%
a	5	6.1%
o	5	6.1%
t	5	6.1%
c	4	4.9%
i	4	4.9%
s	3	3.7%
Other values (8)	12	14.6%

Decimal Number

Value	Count	Frequency (%)
1	9751	20.5%
2	6553	13.8%
3	5468	11.5%
4	4598	9.6%
5	4285	9.0%
0	3924	8.2%
6	3665	7.7%
7	3485	7.3%
8	3141	6.6%
9	2781	5.8%

Other Punctuation

Value	Count	Frequency (%)
,	230	78.2%
.	28	9.5%
?	14	4.8%
/	7	2.4%
&	7	2.4%
@	5	1.7%
·	2	0.7%
？	1	0.3%

Letter Number

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅵ	1	11.1%
Ⅰ	1	11.1%
Ⅳ	1	11.1%

Math Symbol

Value	Count	Frequency (%)
~	60	98.4%
+	1	1.6%

Space Separator

Value	Count	Frequency (%)
	47167	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8180	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	139	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	138	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	147373	58.6%
Common	103630	41.2%
Latin	676	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10688	7.3%
시	9768	6.6%
지	9379	6.4%
번	8729	5.9%
구	8210	5.6%
산	7341	5.0%
광	6673	4.5%
부	6506	4.4%
역	6199	4.2%
도	3404	2.3%
Other values (565)	70476	47.8%

Latin

Value	Count	Frequency (%)
B	115	17.0%
S	44	6.5%
A	41	6.1%
I	39	5.8%
K	38	5.6%
E	36	5.3%
C	31	4.6%
P	28	4.1%
T	25	3.7%
e	22	3.3%
Other values (38)	257	38.0%

Common

Value	Count	Frequency (%)
	47167	45.5%
1	9751	9.4%
-	8180	7.9%
2	6553	6.3%
3	5468	5.3%
4	4598	4.4%
5	4285	4.1%
0	3924	3.8%
6	3665	3.5%
7	3485	3.4%
Other values (14)	6554	6.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	147373	58.6%
ASCII	104294	41.4%
Number Forms	9	< 0.1%
None	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	47167	45.2%
1	9751	9.3%
-	8180	7.8%
2	6553	6.3%
3	5468	5.2%
4	4598	4.4%
5	4285	4.1%
0	3924	3.8%
6	3665	3.5%
7	3485	3.3%
Other values (56)	7218	6.9%

Hangul

Value	Count	Frequency (%)
동	10688	7.3%
시	9768	6.6%
지	9379	6.4%
번	8729	5.9%
구	8210	5.6%
산	7341	5.0%
광	6673	4.5%
부	6506	4.4%
역	6199	4.2%
도	3404	2.3%
Other values (565)	70476	47.8%

Number Forms

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅵ	1	11.1%
Ⅰ	1	11.1%
Ⅳ	1	11.1%

None

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

rdnpostno
Text

Distinct	3906
Distinct (%)	39.1%
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	2462 ?
Unique (%)	24.6%

Sample

1st row	48947
2nd row	42171
3rd row	48947
4th row	49476
5th row	11404

Value	Count	Frequency (%)
48947	3098	31.0%
46726	44	0.4%
46759	16	0.2%
48111	15	0.2%
46764	14	0.1%
46230	14	0.1%
46015	13	0.1%
11901	13	0.1%
10905	12	0.1%
10071	12	0.1%
Other values (3896)	6748	67.5%

Most occurring characters

Value	Count	Frequency (%)
4	11340	22.7%
7	6266	12.5%
8	5905	11.8%
9	5342	10.7%
1	4449	8.9%
2	3622	7.2%
0	3407	6.8%
6	3301	6.6%
5	3282	6.6%
3	3073	6.1%
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	11340	22.7%
7	6266	12.5%
8	5905	11.8%
9	5342	10.7%
1	4449	8.9%
2	3622	7.2%
0	3407	6.8%
6	3301	6.6%
5	3282	6.6%
3	3073	6.1%

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	11340	22.7%
7	6266	12.5%
8	5905	11.8%
9	5342	10.7%
1	4449	8.9%
2	3622	7.2%
0	3407	6.8%
6	3301	6.6%
5	3282	6.6%
3	3073	6.1%

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	11340	22.7%
7	6266	12.5%
8	5905	11.8%
9	5342	10.7%
1	4449	8.9%
2	3622	7.2%
0	3407	6.8%
6	3301	6.6%
5	3282	6.6%
3	3073	6.1%

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	8431
Distinct (%)	86.7%
Missing	271
Missing (%)	2.7%
Memory size	156.2 KiB

Length

Max length	75
Median length	63
Mean length	31.062596
Min length	3

Characters and Unicode

Total characters	302208
Distinct characters	700
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	7460 ?
Unique (%)	76.7%

Sample

1st row	부산광역시 사하구 하신중앙로 176 (신평동,6층)
2nd row	대구광역시 수성구 동대구로15길 23, 5층 (두산동)
3rd row	부산광역시 기장군 정관면 정관로 595, 1동 6층 311~313호 (정관테라스)
4th row	부산광역시 사하구 하신중앙로22번길 9 (장림동)
5th row	경기도 양주시 남면 개나리길 76

Value	Count	Frequency (%)
부산광역시	5131	8.5%
경기도	1350	2.2%
2층	1304	2.2%
3층	1031	1.7%
서울특별시	751	1.2%
동래구	589	1.0%
4층	571	0.9%
남구	569	0.9%
부산진구	562	0.9%
해운대구	521	0.9%
Other values (10936)	47964	79.5%

Most occurring characters

Value	Count	Frequency (%)
	52713	17.4%
동	11571	3.8%
시	9933	3.3%
1	9340	3.1%
로	9285	3.1%
(	8864	2.9%
)	8862	2.9%
구	8247	2.7%
,	8079	2.7%
2	7931	2.6%
Other values (690)	167383	55.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	174085	57.6%
Space Separator	52713	17.4%
Decimal Number	47077	15.6%
Open Punctuation	8867	2.9%
Close Punctuation	8865	2.9%
Other Punctuation	8170	2.7%
Dash Punctuation	1412	0.5%
Uppercase Letter	685	0.2%
Math Symbol	240	0.1%
Lowercase Letter	85	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11571	6.6%
시	9933	5.7%
로	9285	5.3%
구	8247	4.7%
산	7530	4.3%
광	6767	3.9%
부	6489	3.7%
역	6073	3.5%
층	5087	2.9%
길	3666	2.1%
Other values (617)	99437	57.1%

Uppercase Letter

Value	Count	Frequency (%)
B	205	29.9%
A	56	8.2%
S	46	6.7%
K	40	5.8%
I	37	5.4%
C	35	5.1%
E	32	4.7%
T	25	3.6%
P	25	3.6%
R	21	3.1%
Other values (16)	163	23.8%

Lowercase Letter

Value	Count	Frequency (%)
e	21	24.7%
l	8	9.4%
r	7	8.2%
u	7	8.2%
a	5	5.9%
i	5	5.9%
o	5	5.9%
t	5	5.9%
c	5	5.9%
b	5	5.9%
Other values (6)	12	14.1%

Decimal Number

Value	Count	Frequency (%)
1	9340	19.8%
2	7931	16.8%
3	5963	12.7%
0	4986	10.6%
4	4487	9.5%
5	3676	7.8%
6	3121	6.6%
7	2814	6.0%
8	2461	5.2%
9	2298	4.9%

Other Punctuation

Value	Count	Frequency (%)
,	8079	98.9%
.	41	0.5%
?	19	0.2%
·	10	0.1%
&	8	0.1%
@	5	0.1%
/	4	< 0.1%
*	3	< 0.1%
？	1	< 0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅵ	1	11.1%
Ⅰ	1	11.1%
Ⅳ	1	11.1%

Open Punctuation

Value	Count	Frequency (%)
(	8864	> 99.9%
[	3	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	8862	> 99.9%
]	3	< 0.1%

Math Symbol

Value	Count	Frequency (%)
~	239	99.6%
+	1	0.4%

Space Separator

Value	Count	Frequency (%)
	52713	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1412	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	174085	57.6%
Common	127344	42.1%
Latin	779	0.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11571	6.6%
시	9933	5.7%
로	9285	5.3%
구	8247	4.7%
산	7530	4.3%
광	6767	3.9%
부	6489	3.7%
역	6073	3.5%
층	5087	2.9%
길	3666	2.1%
Other values (617)	99437	57.1%

Latin

Value	Count	Frequency (%)
B	205	26.3%
A	56	7.2%
S	46	5.9%
K	40	5.1%
I	37	4.7%
C	35	4.5%
E	32	4.1%
T	25	3.2%
P	25	3.2%
R	21	2.7%
Other values (36)	257	33.0%

Common

Value	Count	Frequency (%)
	52713	41.4%
1	9340	7.3%
(	8864	7.0%
)	8862	7.0%
,	8079	6.3%
2	7931	6.2%
3	5963	4.7%
0	4986	3.9%
4	4487	3.5%
5	3676	2.9%
Other values (17)	12443	9.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	174085	57.6%
ASCII	128103	42.4%
None	11	< 0.1%
Number Forms	9	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	52713	41.1%
1	9340	7.3%
(	8864	6.9%
)	8862	6.9%
,	8079	6.3%
2	7931	6.2%
3	5963	4.7%
0	4986	3.9%
4	4487	3.5%
5	3676	2.9%
Other values (57)	13202	10.3%

Hangul

Value	Count	Frequency (%)
동	11571	6.6%
시	9933	5.7%
로	9285	5.3%
구	8247	4.7%
산	7530	4.3%
광	6767	3.9%
부	6489	3.7%
역	6073	3.5%
층	5087	2.9%
길	3666	2.1%
Other values (617)	99437	57.1%

None

Value	Count	Frequency (%)
·	10	90.9%
？	1	9.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	6	66.7%
Ⅵ	1	11.1%
Ⅰ	1	11.1%
Ⅳ	1	11.1%

apvpermymd
Real number (ℝ)

SKEWED

Distinct	3818
Distinct (%)	38.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	20116728

Minimum	388631.59
Maximum	20201231
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	388631.59
5-th percentile	19950914
Q1	20040909
median	20180111
Q3	20191115
95-th percentile	20201006
Maximum	20201231
Range	19812599
Interquartile range (IQR)	150206

Descriptive statistics

Standard deviation	239715.74
Coefficient of variation (CV)	0.011916239
Kurtosis	4905.3419
Mean	20116728
Median Absolute Deviation (MAD)	20918
Skewness	-63.323854
Sum	2.0114717 × 10¹¹
Variance	5.7463635 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030204.0	98	1.0%
20030206.0	54	0.5%
20030203.0	40	0.4%
20030205.0	30	0.3%
20200214.0	26	0.3%
20200515.0	26	0.3%
20190405.0	26	0.3%
20190215.0	26	0.3%
20190118.0	26	0.3%
20200417.0	26	0.3%
Other values (3808)	9621	96.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
388631.593406	1	< 0.1%
10001126.0	1	< 0.1%
19711022.0	1	< 0.1%
19720503.0	2	< 0.1%
19750416.0	1	< 0.1%
19750503.0	1	< 0.1%
19751001.0	1	< 0.1%
19770203.0	1	< 0.1%
19790830.0	1	< 0.1%
19790919.0	1	< 0.1%

Value	Count	Frequency (%)
20201231.0	8	0.1%
20201230.0	10	0.1%
20201229.0	9	0.1%
20201228.0	10	0.1%
20201224.0	4	< 0.1%
20201223.0	9	0.1%
20201222.0	9	0.1%
20201221.0	4	< 0.1%
20201220.0	1	< 0.1%
20201219.0	1	< 0.1%

dcbymd
Text

MISSING

Distinct	1501
Distinct (%)	51.1%
Missing	7063
Missing (%)	70.6%
Memory size	156.2 KiB

Length

Max length	20
Median length	8
Mean length	7.3149472
Min length	4

Characters and Unicode

Total characters	21484
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	1133 ?
Unique (%)	38.6%

Sample

1st row	폐업일자
2nd row	20140804
3rd row	20041025
4th row	폐업일자
5th row	20040330

Value	Count	Frequency (%)
폐업일자	506	17.2%
20180302	75	2.6%
20040504	43	1.5%
20151231	40	1.4%
20140411	37	1.3%
20070801	31	1.1%
20030613	23	0.8%
20021212	19	0.6%
20061215	16	0.5%
20121231	15	0.5%
Other values (1491)	2132	72.6%

Most occurring characters

Value	Count	Frequency (%)
0	6392	29.8%
2	4031	18.8%
1	3806	17.7%
3	980	4.6%
4	746	3.5%
9	734	3.4%
7	729	3.4%
8	716	3.3%
5	715	3.3%
6	608	2.8%
Other values (6)	2027	9.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19457	90.6%
Other Letter	2024	9.4%
Space Separator	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6392	32.9%
2	4031	20.7%
1	3806	19.6%
3	980	5.0%
4	746	3.8%
9	734	3.8%
7	729	3.7%
8	716	3.7%
5	715	3.7%
6	608	3.1%

Other Letter

Value	Count	Frequency (%)
폐	506	25.0%
업	506	25.0%
일	506	25.0%
자	506	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	19460	90.6%
Hangul	2024	9.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6392	32.8%
2	4031	20.7%
1	3806	19.6%
3	980	5.0%
4	746	3.8%
9	734	3.8%
7	729	3.7%
8	716	3.7%
5	715	3.7%
6	608	3.1%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	506	25.0%
업	506	25.0%
일	506	25.0%
자	506	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19460	90.6%
Hangul	2024	9.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6392	32.8%
2	4031	20.7%
1	3806	19.6%
3	980	5.0%
4	746	3.8%
9	734	3.8%
7	729	3.7%
8	716	3.7%
5	715	3.7%
6	608	3.1%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	506	25.0%
업	506	25.0%
일	506	25.0%
자	506	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9481
휴업시작일자	506
20180808	2
20091112	1
20140115112341	1
Other values (9)	9

Length

Max length	14
Median length	4
Mean length	4.107
Min length	4

Unique

Unique	11 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9481	94.8%
휴업시작일자	506	5.1%
20180808	2	< 0.1%
20091112	1	< 0.1%
20140115112341	1	< 0.1%
20090701	1	< 0.1%
20030108	1	< 0.1%
20130122	1	< 0.1%
20180701	1	< 0.1%
20070801	1	< 0.1%
Other values (4)	4	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9481	94.8%
휴업시작일자	506	5.1%
20180808	2	< 0.1%
20091112	1	< 0.1%
20140115112341	1	< 0.1%
20090701	1	< 0.1%
20030108	1	< 0.1%
20130122	1	< 0.1%
20180701	1	< 0.1%
20070801	1	< 0.1%
Other values (4)	4	< 0.1%

clgenddt
Categorical

IMBALANCE

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

<NA>	9482
휴업종료일자	506
20190630	2
20100530	1
20110630	1
Other values (8)	8

Length

Max length	8
Median length	4
Mean length	4.106
Min length	4

Unique

Unique	10 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9482	94.8%
휴업종료일자	506	5.1%
20190630	2	< 0.1%
20100530	1	< 0.1%
20110630	1	< 0.1%
20031231	1	< 0.1%
20130714	1	< 0.1%
20181231	1	< 0.1%
20421031	1	< 0.1%
20190410	1	< 0.1%
Other values (3)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9482	94.8%
휴업종료일자	506	5.1%
20190630	2	< 0.1%
20100530	1	< 0.1%
20110630	1	< 0.1%
20031231	1	< 0.1%
20130714	1	< 0.1%
20181231	1	< 0.1%
20421031	1	< 0.1%
20190410	1	< 0.1%
Other values (3)	3	< 0.1%

ropnymd
Categorical

IMBALANCE

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

<NA>	9493
재개업일자	506
051-123-1234	1

Length

Max length	12
Median length	4
Mean length	4.0514
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9493	94.9%
재개업일자	506	5.1%
051-123-1234	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9493	94.9%
재개업일자	506	5.1%
051-123-1234	1	< 0.1%

trdstatenm
Categorical

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

영업/정상	4840
13	2556
03	2212
35	298
<NA>	60
Other values (5)	34

Length

Max length	5
Median length	2
Mean length	3.4651
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	13
2nd row	영업/정상
3rd row	03
4th row	13
5th row	영업/정상

Common Values

Value	Count	Frequency (%)
영업/정상	4840	48.4%
13	2556	25.6%
03	2212	22.1%
35	298	3.0%
<NA>	60	0.6%
02	12	0.1%
폐업	8	0.1%
영업상태	8	0.1%
1	5	0.1%
32	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	4840	48.4%
13	2556	25.6%
03	2212	22.1%
35	298	3.0%
na	60	0.6%
02	12	0.1%
폐업	8	0.1%
영업상태	8	0.1%
1	5	< 0.1%
32	1	< 0.1%

dtlstatenm
Categorical

IMBALANCE

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

영업중	7455
폐업	2220
직권말소	298
휴업	12
영업	11
Other values (3)	4

Length

Max length	4
Median length	3
Mean length	2.8058
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	7455	74.6%
폐업	2220	22.2%
직권말소	298	3.0%
휴업	12	0.1%
영업	11	0.1%
<NA>	2	< 0.1%
???	1	< 0.1%
신고취소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	7455	74.6%
폐업	2220	22.2%
직권말소	298	3.0%
휴업	12	0.1%
영업	11	0.1%
na	2	< 0.1%
	1	< 0.1%
신고취소	1	< 0.1%

x
Text

MISSING

Distinct	7421
Distinct (%)	76.5%
Missing	301
Missing (%)	3.0%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.955253
Min length	2

Characters and Unicode

Total characters	193546
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	5836 ?
Unique (%)	60.2%

Sample

1st row	378982.41534000000
2nd row	346505.142589
3rd row	398148.88781000000
4th row	379223.08310900000
5th row	197737.191958709

Value	Count	Frequency (%)
좌표정보(x	32	0.3%
380613.87795500000	9	0.1%
385599.32170700000	7	0.1%
395308.61045334	7	0.1%
390129.64468900000	6	0.1%
384635.84456700000	6	0.1%
202115.873649386	6	0.1%
393357.80475400000	6	0.1%
397730.36167600000	6	0.1%
389736.93768600000	6	0.1%
Other values (7411)	9608	99.1%

Most occurring characters

Value	Count	Frequency (%)
	35501	18.3%
0	34828	18.0%
3	16628	8.6%
8	14092	7.3%
9	13006	6.7%
2	12906	6.7%
1	12903	6.7%
7	11467	5.9%
4	11153	5.8%
5	10891	5.6%
Other values (11)	20171	10.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	148261	76.6%
Space Separator	35501	18.3%
Other Punctuation	9558	4.9%
Other Letter	130	0.1%
Close Punctuation	32	< 0.1%
Uppercase Letter	32	< 0.1%
Open Punctuation	32	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34828	23.5%
3	16628	11.2%
8	14092	9.5%
9	13006	8.8%
2	12906	8.7%
1	12903	8.7%
7	11467	7.7%
4	11153	7.5%
5	10891	7.3%
6	10387	7.0%

Other Letter

Value	Count	Frequency (%)
좌	32	24.6%
표	32	24.6%
보	32	24.6%
정	32	24.6%
사	1	0.8%
립	1	0.8%

Space Separator

Value	Count	Frequency (%)
	35501	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9558	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	32	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193384	99.9%
Hangul	130	0.1%
Latin	32	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	35501	18.4%
0	34828	18.0%
3	16628	8.6%
8	14092	7.3%
9	13006	6.7%
2	12906	6.7%
1	12903	6.7%
7	11467	5.9%
4	11153	5.8%
5	10891	5.6%
Other values (4)	20009	10.3%

Hangul

Value	Count	Frequency (%)
좌	32	24.6%
표	32	24.6%
보	32	24.6%
정	32	24.6%
사	1	0.8%
립	1	0.8%

Latin

Value	Count	Frequency (%)
X	32	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193416	99.9%
Hangul	130	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35501	18.4%
0	34828	18.0%
3	16628	8.6%
8	14092	7.3%
9	13006	6.7%
2	12906	6.7%
1	12903	6.7%
7	11467	5.9%
4	11153	5.8%
5	10891	5.6%
Other values (5)	20041	10.4%

Hangul

Value	Count	Frequency (%)
좌	32	24.6%
표	32	24.6%
보	32	24.6%
정	32	24.6%
사	1	0.8%
립	1	0.8%

y
Text

MISSING

Distinct	7421
Distinct (%)	76.5%
Missing	301
Missing (%)	3.0%
Memory size	156.2 KiB

Length

Max length	20
Median length	20
Mean length	19.955666
Min length	6

Characters and Unicode

Total characters	193550
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	5837 ?
Unique (%)	60.2%

Sample

1st row	179343.76951600000
2nd row	260939.303626
3rd row	204835.03089600000
4th row	177887.50772000000
5th row	488189.146586042

Value	Count	Frequency (%)
좌표정보(y	32	0.3%
175596.00351700000	9	0.1%
187606.00717200000	7	0.1%
186564.639113751	7	0.1%
432560.215153888	6	0.1%
197260.59223600000	6	0.1%
179672.44601600000	6	0.1%
187408.08665500000	6	0.1%
191368.48905300000	6	0.1%
191804.07825600000	6	0.1%
Other values (7411)	9608	99.1%

Most occurring characters

Value	Count	Frequency (%)
	35384	18.3%
0	34033	17.6%
1	17000	8.8%
4	13790	7.1%
8	13477	7.0%
9	12820	6.6%
7	11687	6.0%
2	11613	6.0%
3	11599	6.0%
5	11151	5.8%
Other values (17)	20996	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	148294	76.6%
Space Separator	35384	18.3%
Other Punctuation	9556	4.9%
Other Letter	134	0.1%
Dash Punctuation	79	< 0.1%
Close Punctuation	39	< 0.1%
Uppercase Letter	32	< 0.1%
Open Punctuation	32	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34033	22.9%
1	17000	11.5%
4	13790	9.3%
8	13477	9.1%
9	12820	8.6%
7	11687	7.9%
2	11613	7.8%
3	11599	7.8%
5	11151	7.5%
6	11124	7.5%

Other Letter

Value	Count	Frequency (%)
좌	32	23.9%
표	32	23.9%
보	32	23.9%
정	32	23.9%
체	1	0.7%
력	1	0.7%
단	1	0.7%
련	1	0.7%
장	1	0.7%
업	1	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	32	82.1%
]	7	17.9%

Space Separator

Value	Count	Frequency (%)
	35384	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9556	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	79	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	32	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	193384	99.9%
Hangul	134	0.1%
Latin	32	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	35384	18.3%
0	34033	17.6%
1	17000	8.8%
4	13790	7.1%
8	13477	7.0%
9	12820	6.6%
7	11687	6.0%
2	11613	6.0%
3	11599	6.0%
5	11151	5.8%
Other values (6)	20830	10.8%

Hangul

Value	Count	Frequency (%)
좌	32	23.9%
표	32	23.9%
보	32	23.9%
정	32	23.9%
체	1	0.7%
력	1	0.7%
단	1	0.7%
련	1	0.7%
장	1	0.7%
업	1	0.7%

Latin

Value	Count	Frequency (%)
Y	32	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193416	99.9%
Hangul	134	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	35384	18.3%
0	34033	17.6%
1	17000	8.8%
4	13790	7.1%
8	13477	7.0%
9	12820	6.6%
7	11687	6.0%
2	11613	6.0%
3	11599	6.0%
5	11151	5.8%
Other values (7)	20862	10.8%

Hangul

Value	Count	Frequency (%)
좌	32	23.9%
표	32	23.9%
보	32	23.9%
정	32	23.9%
체	1	0.7%
력	1	0.7%
단	1	0.7%
련	1	0.7%
장	1	0.7%
업	1	0.7%

lastmodts
Real number (ℝ)

Distinct	8968
Distinct (%)	89.7%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.0160041 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0201231 × 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	2.0051206 × 10¹³
Q1	2.013122 × 10¹³
median	2.0180803 × 10¹³
Q3	2.0191119 × 10¹³
95-th percentile	2.0201012 × 10¹³
Maximum	2.0201231 × 10¹³
Range	1.8021304 × 10¹¹
Interquartile range (IQR)	5.9898976 × 10¹⁰

Descriptive statistics

Standard deviation	4.673904 × 10¹⁰
Coefficient of variation (CV)	0.0023184001
Kurtosis	0.69159219
Mean	2.0160041 × 10¹³
Median Absolute Deviation (MAD)	1.9698532 × 10¹⁰
Skewness	-1.2863568
Sum	2.0156009 × 10¹⁷
Variance	2.1845379 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021018132120	44	0.4%
20181102180811	3	< 0.1%
20200117173212	3	< 0.1%
20200110104259	3	< 0.1%
20190118172044	3	< 0.1%
20181026201158	3	< 0.1%
20190215153923	3	< 0.1%
20200703161035	3	< 0.1%
20200103104113	3	< 0.1%
20190628090643	3	< 0.1%
Other values (8958)	9927	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018132120	44	0.4%
20021226152409	1	< 0.1%
20021226155826	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%

Value	Count	Frequency (%)
20201231174652	1	< 0.1%
20201231162730	1	< 0.1%
20201231162134	1	< 0.1%
20201231152809	1	< 0.1%
20201231150358	1	< 0.1%
20201231142755	1	< 0.1%
20201231142738	1	< 0.1%
20201231091959	1	< 0.1%
20201230175009	1	< 0.1%
20201230172408	1	< 0.1%

uptaenm
Categorical

IMBALANCE

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

<NA>	8050
태권도	715
합기도	483
업태구분명	350
권투	183
Other values (5)	219

Length

Max length	5
Median length	4
Mean length	3.8373
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	8050	80.5%
태권도	715	7.1%
합기도	483	4.8%
업태구분명	350	3.5%
권투	183	1.8%
유도	116	1.2%
검도	65	0.7%
레슬링	21	0.2%
우슈	15	0.1%
야구종목	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	8050	80.5%
태권도	715	7.1%
합기도	483	4.8%
업태구분명	350	3.5%
권투	183	1.8%
유도	116	1.2%
검도	65	0.7%
레슬링	21	0.2%
우슈	15	0.1%
야구종목	2	< 0.1%

sitetel
Text

MISSING

Distinct	160
Distinct (%)	1.7%
Missing	332
Missing (%)	3.3%
Memory size	156.2 KiB

Length

Max length	13
Median length	12
Mean length	11.959764
Min length	4

Characters and Unicode

Total characters	115627
Distinct characters	15
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	141 ?
Unique (%)	1.5%

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	9451	97.8%
전화번호	42	0.4%
031-794-9998	2	< 0.1%
055-350-7000	2	< 0.1%
053-852-7989	2	< 0.1%
031-946-6330	2	< 0.1%
02-736-3676	2	< 0.1%
054-971-9861	2	< 0.1%
02-717-9618	2	< 0.1%
0313226490	2	< 0.1%
Other values (150)	159	1.6%

Most occurring characters

Value	Count	Frequency (%)
1	28515	24.7%
-	19228	16.6%
3	19124	16.5%
2	19102	16.5%
0	9775	8.5%
5	9621	8.3%
4	9570	8.3%
6	156	0.1%
9	133	0.1%
7	128	0.1%
Other values (5)	275	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	96231	83.2%
Dash Punctuation	19228	16.6%
Other Letter	168	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28515	29.6%
3	19124	19.9%
2	19102	19.9%
0	9775	10.2%
5	9621	10.0%
4	9570	9.9%
6	156	0.2%
9	133	0.1%
7	128	0.1%
8	107	0.1%

Other Letter

Value	Count	Frequency (%)
전	42	25.0%
화	42	25.0%
번	42	25.0%
호	42	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19228	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	115459	99.9%
Hangul	168	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28515	24.7%
-	19228	16.7%
3	19124	16.6%
2	19102	16.5%
0	9775	8.5%
5	9621	8.3%
4	9570	8.3%
6	156	0.1%
9	133	0.1%
7	128	0.1%

Hangul

Value	Count	Frequency (%)
전	42	25.0%
화	42	25.0%
번	42	25.0%
호	42	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	115459	99.9%
Hangul	168	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28515	24.7%
-	19228	16.7%
3	19124	16.6%
2	19102	16.5%
0	9775	8.5%
5	9621	8.3%
4	9570	8.3%
6	156	0.1%
9	133	0.1%
7	128	0.1%

Hangul

Value	Count	Frequency (%)
전	42	25.0%
화	42	25.0%
번	42	25.0%
호	42	25.0%

bdngdngnum
Categorical

IMBALANCE

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

<NA>	7975
1	1274
건축물동수	430
0	236
2	38
Other values (15)	47

Length

Max length	5
Median length	4
Mean length	3.5658
Min length	1

Unique

Unique	10 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7975	79.8%
1	1274	12.7%
건축물동수	430	4.3%
0	236	2.4%
2	38	0.4%
3	12	0.1%
4	8	0.1%
6	8	0.1%
5	7	0.1%
39	2	< 0.1%
Other values (10)	10	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	7975	79.8%
1	1274	12.7%
건축물동수	430	4.3%
0	236	2.4%
2	38	0.4%
3	12	0.1%
4	8	0.1%
6	8	0.1%
5	7	0.1%
39	2	< 0.1%
Other values (10)	10	0.1%

bdngyarea
Text

MISSING

Distinct	3713
Distinct (%)	72.3%
Missing	4864
Missing (%)	48.6%
Memory size	156.2 KiB

Length

Max length	9
Median length	8
Mean length	5.581581
Min length	1

Characters and Unicode

Total characters	28667
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	3179 ?
Unique (%)	61.9%

Sample

1st row	5172.17
2nd row	건축물연면적
3rd row	274.87
4th row	744.06
5th row	184.97

Value	Count	Frequency (%)
건축물연면적	288	5.6%
0	233	4.5%
1	58	1.1%
150	27	0.5%
160	22	0.4%
120	16	0.3%
140	15	0.3%
99	10	0.2%
165	9	0.2%
158	9	0.2%
Other values (3703)	4449	86.6%

Most occurring characters

Value	Count	Frequency (%)
.	3921	13.7%
1	3446	12.0%
2	2558	8.9%
4	2446	8.5%
9	2296	8.0%
3	2231	7.8%
8	2168	7.6%
6	2123	7.4%
5	2051	7.2%
7	2002	7.0%
Other values (7)	3425	11.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23018	80.3%
Other Punctuation	3921	13.7%
Other Letter	1728	6.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3446	15.0%
2	2558	11.1%
4	2446	10.6%
9	2296	10.0%
3	2231	9.7%
8	2168	9.4%
6	2123	9.2%
5	2051	8.9%
7	2002	8.7%
0	1697	7.4%

Other Letter

Value	Count	Frequency (%)
축	288	16.7%
적	288	16.7%
면	288	16.7%
연	288	16.7%
물	288	16.7%
건	288	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	3921	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	26939	94.0%
Hangul	1728	6.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	3921	14.6%
1	3446	12.8%
2	2558	9.5%
4	2446	9.1%
9	2296	8.5%
3	2231	8.3%
8	2168	8.0%
6	2123	7.9%
5	2051	7.6%
7	2002	7.4%

Hangul

Value	Count	Frequency (%)
축	288	16.7%
적	288	16.7%
면	288	16.7%
연	288	16.7%
물	288	16.7%
건	288	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26939	94.0%
Hangul	1728	6.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	3921	14.6%
1	3446	12.8%
2	2558	9.5%
4	2446	9.1%
9	2296	8.5%
3	2231	8.3%
8	2168	8.0%
6	2123	7.9%
5	2051	7.6%
7	2002	7.4%

Hangul

Value	Count	Frequency (%)
축	288	16.7%
적	288	16.7%
면	288	16.7%
연	288	16.7%
물	288	16.7%
건	288	16.7%

puprsenm
Categorical

IMBALANCE

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

사립	9920
<NA>	51
공사립구분명	15
공립	12
??	1

Length

Max length	19
Median length	2
Mean length	2.0179
Min length	2

Unique

Unique	2 ?
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	9920	99.2%
<NA>	51	0.5%
공사립구분명	15	0.1%
공립	12	0.1%
??	1	< 0.1%
2021-01-04 21:24:28	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	9920	99.2%
na	51	0.5%
공사립구분명	15	0.1%
공립	12	0.1%
	1	< 0.1%
2021-01-04	1	< 0.1%
21:24:28	1	< 0.1%

culphyedcobnm
Categorical

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

당구장업	3458
체육도장업	2565
체력단련장업	2275
골프연습장업	1291
수영장업	205
Other values (9)	206

Length

Max length	7
Median length	6
Mean length	4.9745
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
당구장업	3458	34.6%
체육도장업	2565	25.7%
체력단련장업	2275	22.8%
골프연습장업	1291	12.9%
수영장업	205	2.1%
<NA>	47	0.5%
썰매장업	45	0.4%
무도학원업	41	0.4%
골프장	22	0.2%
무도장업	20	0.2%
Other values (4)	31	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
당구장업	3458	34.6%
체육도장업	2565	25.7%
체력단련장업	2275	22.8%
골프연습장업	1291	12.9%
수영장업	205	2.1%
na	47	0.5%
썰매장업	45	0.4%
무도학원업	41	0.4%
골프장	22	0.2%
무도장업	20	0.2%
Other values (4)	31	0.3%

bupnm
Categorical

IMBALANCE

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

<NA>	9494
법인명	505
다산베아채컨트리클러(주) 대표 이애자	1

Length

Max length	20
Median length	4
Mean length	3.9511
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9494	94.9%
법인명	505	5.1%
다산베아채컨트리클러(주) 대표 이애자	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9494	94.9%
법인명	505	5.0%
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>	7790
0	1416
보	457
Y	319
1	18

Length

Max length	4
Median length	4
Mean length	3.337
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7790	77.9%
0	1416	14.2%
보	457	4.6%
Y	319	3.2%
1	18	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7790	77.9%
0	1416	14.2%
보	457	4.6%
y	319	3.2%
1	18	0.2%

drmkcobnm
Categorical

IMBALANCE

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

<NA>	9493
세부업종명	505
일반대중	1
없음	1

Length

Max length	5
Median length	4
Mean length	4.0503
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9493	94.9%
세부업종명	505	5.1%
일반대중	1	< 0.1%
없음	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	9493	94.9%
세부업종명	505	5.1%
일반대중	1	< 0.1%
없음	1	< 0.1%

ldercnt
Categorical

IMBALANCE

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

<NA>	7201
1	1904
2	411
지도자수	337
0	137
Other values (4)	10

Length

Max length	4
Median length	4
Mean length	3.2614
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7201	72.0%
1	1904	19.0%
2	411	4.1%
지도자수	337	3.4%
0	137	1.4%
3	6	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	7201	72.0%
1	1904	19.0%
2	411	4.1%
지도자수	337	3.4%
0	137	1.4%
3	6	0.1%
4	2	< 0.1%
5	1	< 0.1%
7	1	< 0.1%

memcolltotstfnum
Categorical

IMBALANCE

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

<NA>	9444
회원모집총인원	506
50	6
30	6
100	5
Other values (19)	33

Length

Max length	7
Median length	4
Mean length	4.1431
Min length	1

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	9444	94.4%
회원모집총인원	506	5.1%
50	6	0.1%
30	6	0.1%
100	5	0.1%
60	4	< 0.1%
40	4	< 0.1%
200	3	< 0.1%
0	3	< 0.1%
150	3	< 0.1%
Other values (14)	16	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	9444	94.4%
회원모집총인원	506	5.1%
50	6	0.1%
30	6	0.1%
100	5	< 0.1%
60	4	< 0.1%
40	4	< 0.1%
150	3	< 0.1%
0	3	< 0.1%
200	3	< 0.1%
Other values (14)	16	0.2%

last_load_dttm
Categorical

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

2021-01-04 21:24:28	4432
2021-01-04 21:24:29	3063
2021-01-04 21:24:30	2503
<NA>	2

Length

Max length	19
Median length	19
Mean length	18.997
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-01-04 21:24:28
2nd row	2021-01-04 21:24:29
3rd row	2021-01-04 21:24:29
4th row	2021-01-04 21:24:28
5th row	2021-01-04 21:24:29

Common Values

Value	Count	Frequency (%)
2021-01-04 21:24:28	4432	44.3%
2021-01-04 21:24:29	3063	30.6%
2021-01-04 21:24:30	2503	25.0%
<NA>	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-01-04	9998	50.0%
21:24:28	4432	22.2%
21:24:29	3063	15.3%
21:24:30	2503	12.5%
na	2	< 0.1%

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
490	487	3340000	CDFH3301052009000006	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	신평스크린골프	604834	부산광역시 사하구 신평동 452-23번지 6층	48947	부산광역시 사하구 하신중앙로 176 (신평동,6층)	20090702.0	<NA>	<NA>	<NA>	<NA>	13	영업중	378982.41534000000	179343.76951600000	20110218160552	<NA>	051-123-1234	1	5172.17	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:28
9596	9596	3460000	CDFH3301022019000004	10_41_01_P	I	2019-10-06 00:22:43.0	체육도장업	강한아이 태권도장	지번우편번호	대구광역시 수성구 두산동 101-19번지	42171	대구광역시 수성구 동대구로15길 23, 5층 (두산동)	20191004.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	346505.142589	260939.303626	20191004173000	태권도	051-123-1234	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	지도자수	회원모집총인원	2021-01-04 21:24:29
6664	6664	3400000	CDFH3301082012000001	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	스타당구장클럽	619963	부산광역시 기장군 정관읍 매학리 748-6번지 정관테라스 311~313호	48947	부산광역시 기장군 정관면 정관로 595, 1동 6층 311~313호 (정관테라스)	20120720.0	20140804	<NA>	<NA>	<NA>	03	폐업	398148.88781000000	204835.03089600000	20140805093239	<NA>	051-123-1234	<NA>	<NA>	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29
5724	5723	3340000	CDFH3301082004000009	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	OK당구클럽	604842	부산광역시 사하구 장림동 1124-11번지	49476	부산광역시 사하구 하신중앙로22번길 9 (장림동)	20040908.0	<NA>	<NA>	<NA>	<NA>	13	영업중	379223.08310900000	177887.50772000000	20180514102706	<NA>	051-123-1234	<NA>	274.87	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:28
7497	7497	5590000	CDFH3301082019000001	10_32_01_P	I	2019-01-11 02:20:45.0	당구장업	킹 당구장	<NA>	경기도 양주시 남면 신산리 282-4번지	11404	경기도 양주시 남면 개나리길 76	20190109.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	197737.191958709	488189.146586042	20190109183720	<NA>	051-123-1234	<NA>	744.06	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29
7533	7533	5690000	CDFH3301022019000001	10_41_01_P	I	2019-01-13 02:20:47.0	체육도장업	글로벌 태권도장	<NA>	세종특별자치시 보람동 628-7번지 아리랑빌딩	30150	세종특별자치시 남세종로 458, 아리랑빌딩 7층 703, 704호 (보람동)	20190111.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	225874.474982199	330726.250117406	20190111152003	태권도	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	<NA>	<NA>	1	<NA>	2021-01-04 21:24:29
6433	6430	3390000	CDFH3301081998000002	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	88당구장	617833	부산광역시 사상구 주례동 74-18번지	48947	부산광역시 사상구 가야대로366번길 16 (주례동)	19980507.0	20041025	<NA>	<NA>	<NA>	03	폐업	383396.74964600000	185622.66730900000	20090219153207	<NA>	051-123-1234	<NA>	184.97	사립	당구장업	<NA>	0	<NA>	<NA>	<NA>	2021-01-04 21:24:29
10055	10054	3610000	CDFH3301022019000007	10_41_01_P	I	2019-11-23 00:23:21.0	체육도장업	블랙벨트태권도장	지번우편번호	광주광역시 남구 방림동 106-14번지	61678	광주광역시 남구 천변좌로520번길 10, 3층 (방림동)	20191121.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	192734.565419	181725.053119	20191121142442	태권도	051-123-1234	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	1	회원모집총인원	2021-01-04 21:24:30
6285	6281	3380000	CDFH3301082017000001	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	와우당구클럽	<NA>	부산광역시 수영구 남천동 11-10번지 5층	48307	부산광역시 수영구 남천동로9번길 41, 5층 (남천동, 인재빌딩)	20170418.0	<NA>	<NA>	<NA>	<NA>	13	영업중	392366.21074000000	185179.92674400000	20170814103920	<NA>	051-123-1234	<NA>	<NA>	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29
9142	9142	4010000	CDFH3301112019000001	10_33_02_P	I	2019-07-11 02:21:33.0	무도학원업	차&케이댄스학원(Cha&K Dance Academy)	<NA>	경기도 시흥시 정왕동 1728-16번지 정임프라자	15036	경기도 시흥시 서촌상가2길 15, 정임프라자 4층 402호 (정왕동)	20190709.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	176311.236451956	427203.261209086	20190709102329	<NA>	051-123-1234	<NA>	<NA>	사립	무도학원업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29

	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
6827	6831	5070000	CDFH3301052018000002	10_31_01_P	I	2018-10-24 02:37:17.0	골프연습장업	CM골프연습장	<NA>	경상북도 안동시 풍천면 갈전리 1296번지 603호	36759	경상북도 안동시 풍천면 검무로 10-15, 603호	20181022.0	<NA>	<NA>	<NA>	<NA>	<NA>	영업중	333731.041353004	342653.455768163	20181022111325	<NA>	051-123-1234	<NA>	12365.29	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29
5336	5334	3320000	CDFH3301082011000005	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	태평양당구장	616093	부산광역시 북구 구포동 1241-18번지 지하	48947	부산광역시 북구 시랑로 171 (구포동,지하)	20110602.0	20130613	<NA>	<NA>	<NA>	03	폐업	383429.49025800000	190696.84845700000	20130613170652	<NA>	051-123-1234	1	<NA>	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:28
3414	3411	3370000	CDFH3301021998000002	10_41_01_P	I	2018-08-31 23:59:59.0	<NA>	명성체육관	611802	부산광역시 연제구 거제동 92-4번지	48947	부산광역시 연제구 중앙대로1235번길 41, 3층 (거제동, 양지빌딩)	19980825.0	<NA>	<NA>	<NA>	<NA>	13	영업중	389184.21552700000	190882.85646500000	20111227113005	<NA>	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	0	<NA>	<NA>	<NA>	2021-01-04 21:24:28
1480	1478	3330000	CDFH3301062016000007	10_42_01_P	I	2018-08-31 23:59:59.0	<NA>	맑은샘 휘트니스	<NA>	<NA>	48012	부산광역시 해운대구 신반송로 149 (반송동)	20160524.0	<NA>	<NA>	<NA>	<NA>	13	영업중	396784	194360	20180831150157	<NA>	051-123-1234	<NA>	<NA>	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:28
11242	11242	5690000	CDFH3301022020000006	10_41_01_P	I	2020-03-29 00:23:21.0	체육도장업	합기도 천지관 충효체육관	<NA>	세종특별자치시 고운동 1720번지 에셀프라자	30063	세종특별자치시 마음로 70, 에셀프라자 607호 (고운동)	20200327.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	220924.898119405	333809.1600746	20200327170551	합기도	051-123-1234	<NA>	9996.7	사립	체육도장업	<NA>	<NA>	<NA>	1	<NA>	2021-01-04 21:24:30
10565	10565	3470000	CDFH3301022020000001	10_41_01_P	I	2020-01-16 00:23:36.0	체육도장업	닐스벅태권도	<NA>	대구광역시 달서구 도원동 1436-4번지	42833	대구광역시 달서구 한실로 89, 3층 (도원동)	20200114.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	338820.811082	257416.787252	20200114090207	태권도	051-123-1234	<NA>	<NA>	사립	체육도장업	<NA>	<NA>	<NA>	1	<NA>	2021-01-04 21:24:30
11225	11225	3920000	CDFH3301022020000001	10_41_01_P	I	2020-03-27 00:23:21.0	체육도장업	지행 무도 합기도	<NA>	경기도 동두천시 지행동 719-1번지 개림프라자 702호	11350	경기도 동두천시 중앙로 110-13, 개림프라자 702호 (지행동)	20200325.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	204594.477167302	487641.901378399	20200325105734	합기도	051-123-1234	<NA>	6697.13	사립	체육도장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:30
7476	7476	3530000	CDFH3301022019000001	10_41_01_P	I	2019-01-09 02:20:58.0	체육도장업	경희대 찬 태권도장	<NA>	인천광역시 남동구 서창동 691-2번지 4층 405~6호	21614	인천광역시 남동구 서창남순환로215번길 17, 4층 405~6호 (서창동)	20190107.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	177584.32186028	435875.950141669	20190107161250	태권도	051-123-1234	<NA>	16856.64	사립	체육도장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:29
5127	5126	3310000	CDFH3301081992000002	10_32_01_P	I	2018-08-31 23:59:59.0	<NA>	경당구장	608812	부산광역시 남구 대연동 773-6번지	48947	<NA>	19921005.0	20000715	<NA>	<NA>	<NA>	03	폐업	<NA>	<NA>	20030129132331	<NA>	051-123-1234	<NA>	72.26	사립	당구장업	<NA>	0	<NA>	<NA>	<NA>	2021-01-04 21:24:28
10224	10224	4090000	CDFH3301062019000014	10_42_01_P	I	2019-12-11 00:23:26.0	체력단련장업	A GYM	<NA>	경기도 김포시 감정동 554-5번지 김포시산림조합	10104	경기도 김포시 중봉1로 10, 김포시산림조합 2층 (감정동)	20191209.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	173373.033147273	457823.168150901	20191209181613	<NA>	051-123-1234	<NA>	1908	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-01-04 21:24:30

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

Other Number

Other Symbol

Space Separator

Dash Punctuation

Letter Number

Modifier Symbol

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

CJK

Enclosed Alphanum

Letterlike Symbols

Arrows

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter