gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	7243
Missing cells	9859
Missing cells (%)	4.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.9 MiB
Average record size in memory	276.0 B

Variable types

Text	11
Numeric	4
Categorical	17
DateTime	2

Dataset

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

Alerts

`updategbn` is highly imbalanced (92.1%)	Imbalance
`opnsvcnm` is highly imbalanced (82.5%)	Imbalance
`clgstdt` is highly imbalanced (97.2%)	Imbalance
`clgenddt` is highly imbalanced (97.2%)	Imbalance
`ropnymd` is highly imbalanced (94.6%)	Imbalance
`trdstatenm` is highly imbalanced (53.4%)	Imbalance
`dtlstatenm` is highly imbalanced (57.7%)	Imbalance
`uptaenm` is highly imbalanced (81.7%)	Imbalance
`bdngdngnum` is highly imbalanced (71.7%)	Imbalance
`puprsenm` is highly imbalanced (97.5%)	Imbalance
`bupnm` is highly imbalanced (91.7%)	Imbalance
`insurjnyncode` is highly imbalanced (55.8%)	Imbalance
`drmkcobnm` is highly imbalanced (91.7%)	Imbalance
`ldercnt` is highly imbalanced (69.1%)	Imbalance
`memcolltotstfnum` is highly imbalanced (97.0%)	Imbalance
`sitepostno` has 1765 (24.4%) missing values	Missing
`sitewhladdr` has 142 (2.0%) missing values	Missing
`rdnwhladdr` has 349 (4.8%) missing values	Missing
`dcbymd` has 3911 (54.0%) missing values	Missing
`x` has 133 (1.8%) missing values	Missing
`y` has 133 (1.8%) missing values	Missing
`sitetel` has 77 (1.1%) missing values	Missing
`bdngyarea` has 3334 (46.0%) missing values	Missing
`opnsfteamcode` is highly skewed (γ1 = -21.73078664)	Skewed
`rdnpostno` is highly skewed (γ1 = 81.77481657)	Skewed
`apvpermymd` is highly skewed (γ1 = -59.00451209)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-17 21:54:42.889010
Analysis finished	2024-04-17 21:54:45.156064
Duration	2.27 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Text

UNIQUE

Distinct	7243
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

Length

Max length	9
Median length	4
Mean length	3.8867872
Min length	1

Characters and Unicode

Total characters	28152
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	7243 ?
Unique (%)	100.0%

Sample

1st row	4
2nd row	5
3rd row	6
4th row	7
5th row	8

Value	Count	Frequency (%)
4	1	< 0.1%
4994	1	< 0.1%
4846	1	< 0.1%
4845	1	< 0.1%
4844	1	< 0.1%
4843	1	< 0.1%
4842	1	< 0.1%
4841	1	< 0.1%
4840	1	< 0.1%
4839	1	< 0.1%
Other values (7234)	7234	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	3533	12.5%
3	3281	11.7%
2	3259	11.6%
4	3210	11.4%
5	3209	11.4%
6	2967	10.5%
7	2234	7.9%
8	2153	7.6%
0	2150	7.6%
9	2147	7.6%
Other values (9)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28143	> 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	3533	12.6%
3	3281	11.7%
2	3259	11.6%
4	3210	11.4%
5	3209	11.4%
6	2967	10.5%
7	2234	7.9%
8	2153	7.7%
0	2150	7.6%
9	2147	7.6%

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	28144	> 99.9%
Latin	8	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3533	12.6%
3	3281	11.7%
2	3259	11.6%
4	3210	11.4%
5	3209	11.4%
6	2967	10.5%
7	2234	7.9%
8	2153	7.6%
0	2150	7.6%
9	2147	7.6%

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	28152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3533	12.5%
3	3281	11.7%
2	3259	11.6%
4	3210	11.4%
5	3209	11.4%
6	2967	10.5%
7	2234	7.9%
8	2153	7.6%
0	2150	7.6%
9	2147	7.6%
Other values (9)	9	< 0.1%

opnsfteamcode
Real number (ℝ)

SKEWED

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3326832.1

Minimum	614853
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.8 KiB

Quantile statistics

Minimum	614853
5-th percentile	3260000
Q1	3300000
median	3330000
Q3	3350000
95-th percentile	3390000
Maximum	3400000
Range	2785147
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	50178.135
Coefficient of variation (CV)	0.015082858
Kurtosis	1176.9932
Mean	3326832.1
Median Absolute Deviation (MAD)	30000
Skewness	-21.730787
Sum	2.4096245 × 10¹⁰
Variance	2.5178452 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3300000	835	11.5%
3290000	771	10.6%
3330000	704	9.7%
3310000	695	9.6%
3340000	614	8.5%
3350000	589	8.1%
3390000	507	7.0%
3320000	482	6.7%
3370000	410	5.7%
3380000	319	4.4%
Other values (7)	1317	18.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
614853	1	< 0.1%
3250000	205	2.8%
3260000	188	2.6%
3270000	184	2.5%
3280000	237	3.3%
3290000	771	10.6%
3300000	835	11.5%
3310000	695	9.6%
3320000	482	6.7%
3330000	704	9.7%

Value	Count	Frequency (%)
3400000	277	3.8%
3390000	507	7.0%
3380000	319	4.4%
3370000	410	5.7%
3360000	225	3.1%
3350000	589	8.1%
3340000	614	8.5%
3330000	704	9.7%
3320000	482	6.7%
3310000	695	9.6%

mgtno
Text

Distinct	1781
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

Length

Max length	28
Median length	20
Mean length	20.001105
Min length	20

Characters and Unicode

Total characters	144868
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	694 ?
Unique (%)	9.6%

Sample

1st row	CDFH3301051997000002
2nd row	CDFH3301051999000001
3rd row	CDFH3301052003000001
4th row	CDFH3301052003000002
5th row	CDFH3301052004000001

Value	Count	Frequency (%)
cdfh3301062019000002	17	0.2%
cdfh3301082017000001	16	0.2%
cdfh3301082009000001	16	0.2%
cdfh3301082008000001	16	0.2%
cdfh3301082009000003	16	0.2%
cdfh3301082009000005	16	0.2%
cdfh3301082009000006	16	0.2%
cdfh3301062004000001	16	0.2%
cdfh3301082010000002	16	0.2%
cdfh3301082003000002	16	0.2%
Other values (1775)	7086	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	59014	40.7%
3	16518	11.4%
1	14362	9.9%
2	9519	6.6%
C	7242	5.0%
D	7242	5.0%
F	7242	5.0%
H	7242	5.0%
9	4474	3.1%
8	4456	3.1%
Other values (21)	7557	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	115877	80.0%
Uppercase Letter	28968	20.0%
Other Letter	15	< 0.1%
Space Separator	5	< 0.1%
Dash Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	2	13.3%
부	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	59014	50.9%
3	16518	14.3%
1	14362	12.4%
2	9519	8.2%
9	4474	3.9%
8	4456	3.8%
6	2640	2.3%
5	2218	1.9%
4	1450	1.3%
7	1226	1.1%

Uppercase Letter

Value	Count	Frequency (%)
C	7242	25.0%
D	7242	25.0%
F	7242	25.0%
H	7242	25.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	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	115885	80.0%
Latin	28968	20.0%
Hangul	15	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	59014	50.9%
3	16518	14.3%
1	14362	12.4%
2	9519	8.2%
9	4474	3.9%
8	4456	3.8%
6	2640	2.3%
5	2218	1.9%
4	1450	1.3%
7	1226	1.1%
Other values (4)	8	< 0.1%

Hangul

Value	Count	Frequency (%)
산	2	13.3%
부	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	7242	25.0%
D	7242	25.0%
F	7242	25.0%
H	7242	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144853	> 99.9%
Hangul	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	59014	40.7%
3	16518	11.4%
1	14362	9.9%
2	9519	6.6%
C	7242	5.0%
D	7242	5.0%
F	7242	5.0%
H	7242	5.0%
9	4474	3.1%
8	4456	3.1%
Other values (8)	7542	5.2%

Hangul

Value	Count	Frequency (%)
산	2	13.3%
부	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	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

10_32_01_P	3053
10_41_01_P	1734
10_42_01_P	1394
10_31_01_P	920
10_35_01_P	95
Other values (5)	47

Length

Max length	10
Median length	10
Mean length	9.9993097
Min length	5

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
10_32_01_P	3053	42.2%
10_41_01_P	1734	23.9%
10_42_01_P	1394	19.2%
10_31_01_P	920	12.7%
10_35_01_P	95	1.3%
10_37_01_P	34	0.5%
10_33_02_P	8	0.1%
10_39_01_P	3	< 0.1%
47213	1	< 0.1%
10_33_01_P	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10_32_01_p	3053	42.2%
10_41_01_p	1734	23.9%
10_42_01_p	1394	19.2%
10_31_01_p	920	12.7%
10_35_01_p	95	1.3%
10_37_01_p	34	0.5%
10_33_02_p	8	0.1%
10_39_01_p	3	< 0.1%
47213	1	< 0.1%
10_33_01_p	1	< 0.1%

updategbn
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

I	7120
U	122
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1

Length

Max length	31
Median length	1
Mean length	1.0041419
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	7120	98.3%
U	122	1.7%
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7120	98.2%
u	122	1.7%
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	293
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

Minimum	2013-12-05 00:00:00
Maximum	2021-04-01 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	6663
체력단련장업	199
당구장업	131
체육도장업	131
골프연습장업	89
Other values (5)	30

Length

Max length	7
Median length	4
Mean length	4.1012012
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>	6663	92.0%
체력단련장업	199	2.7%
당구장업	131	1.8%
체육도장업	131	1.8%
골프연습장업	89	1.2%
수영장업	12	0.2%
무도학원업	8	0.1%
종합체육시설업	6	0.1%
썰매장업	3	< 0.1%
무도장업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6663	92.0%
체력단련장업	199	2.7%
당구장업	131	1.8%
체육도장업	131	1.8%
골프연습장업	89	1.2%
수영장업	12	0.2%
무도학원업	8	0.1%
종합체육시설업	6	0.1%
썰매장업	3	< 0.1%
무도장업	1	< 0.1%

bplcnm
Text

Distinct	5445
Distinct (%)	75.2%
Missing	1
Missing (%)	< 0.1%
Memory size	56.7 KiB

Length

Max length	28
Median length	27
Mean length	6.6561723
Min length	1

Characters and Unicode

Total characters	48204
Distinct characters	753
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	4557 ?
Unique (%)	62.9%

Sample

1st row	광복실내골프연습장
2nd row	마린골프연습장
3rd row	포시즌 골프연습장
4th row	에스에스 골프연습장
5th row	가나다라골프연습장

Value	Count	Frequency (%)
당구장	253	2.7%
당구클럽	239	2.6%
태권도	115	1.2%
휘트니스	83	0.9%
태권도장	63	0.7%
골프	53	0.6%
스크린골프	43	0.5%
헬스	39	0.4%
골프연습장	35	0.4%
스크린	34	0.4%
Other values (5511)	8390	89.8%

Most occurring characters

Value	Count	Frequency (%)
구	2976	6.2%
당	2943	6.1%
장	2730	5.7%
스	2171	4.5%
	2105	4.4%
럽	1181	2.5%
클	1180	2.4%
도	1098	2.3%
관	986	2.0%
프	914	1.9%
Other values (743)	29920	62.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42679	88.5%
Space Separator	2105	4.4%
Uppercase Letter	1927	4.0%
Lowercase Letter	469	1.0%
Decimal Number	388	0.8%
Close Punctuation	233	0.5%
Open Punctuation	232	0.5%
Other Punctuation	141	0.3%
Dash Punctuation	15	< 0.1%
Letter Number	6	< 0.1%
Other values (4)	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
구	2976	7.0%
당	2943	6.9%
장	2730	6.4%
스	2171	5.1%
럽	1181	2.8%
클	1180	2.8%
도	1098	2.6%
관	986	2.3%
프	914	2.1%
골	866	2.0%
Other values (660)	25634	60.1%

Uppercase Letter

Value	Count	Frequency (%)
M	145	7.5%
S	136	7.1%
G	133	6.9%
P	127	6.6%
T	123	6.4%
A	118	6.1%
K	117	6.1%
I	102	5.3%
O	102	5.3%
J	97	5.0%
Other values (16)	727	37.7%

Lowercase Letter

Value	Count	Frequency (%)
e	48	10.2%
i	47	10.0%
o	45	9.6%
n	41	8.7%
s	33	7.0%
l	29	6.2%
a	28	6.0%
r	23	4.9%
t	23	4.9%
y	22	4.7%
Other values (15)	130	27.7%

Decimal Number

Value	Count	Frequency (%)
2	139	35.8%
0	64	16.5%
1	59	15.2%
3	29	7.5%
5	28	7.2%
7	23	5.9%
4	20	5.2%
8	14	3.6%
9	7	1.8%
6	5	1.3%

Other Punctuation

Value	Count	Frequency (%)
.	64	45.4%
&	53	37.6%
,	8	5.7%
·	5	3.5%
'	4	2.8%
#	2	1.4%
:	2	1.4%
＆	2	1.4%
/	1	0.7%

Letter Number

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

Math Symbol

Value	Count	Frequency (%)
+	3	75.0%
⇒	1	25.0%

Other Symbol

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

Other Number

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

Space Separator

Value	Count	Frequency (%)
	2105	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	233	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	232	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	42676	88.5%
Common	3123	6.5%
Latin	2402	5.0%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	2976	7.0%
당	2943	6.9%
장	2730	6.4%
스	2171	5.1%
럽	1181	2.8%
클	1180	2.8%
도	1098	2.6%
관	986	2.3%
프	914	2.1%
골	866	2.0%
Other values (657)	25631	60.1%

Latin

Value	Count	Frequency (%)
M	145	6.0%
S	136	5.7%
G	133	5.5%
P	127	5.3%
T	123	5.1%
A	118	4.9%
K	117	4.9%
I	102	4.2%
O	102	4.2%
J	97	4.0%
Other values (43)	1202	50.0%

Common

Value	Count	Frequency (%)
	2105	67.4%
)	233	7.5%
(	232	7.4%
2	139	4.5%
0	64	2.0%
.	64	2.0%
1	59	1.9%
&	53	1.7%
3	29	0.9%
5	28	0.9%
Other values (20)	117	3.7%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42676	88.5%
ASCII	5507	11.4%
None	8	< 0.1%
Number Forms	6	< 0.1%
CJK	3	< 0.1%
Letterlike Symbols	1	< 0.1%
Specials	1	< 0.1%
Enclosed Alphanum	1	< 0.1%
Arrows	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	2976	7.0%
당	2943	6.9%
장	2730	6.4%
스	2171	5.1%
럽	1181	2.8%
클	1180	2.8%
도	1098	2.6%
관	986	2.3%
프	914	2.1%
골	866	2.0%
Other values (657)	25631	60.1%

ASCII

Value	Count	Frequency (%)
	2105	38.2%
)	233	4.2%
(	232	4.2%
M	145	2.6%
2	139	2.5%
S	136	2.5%
G	133	2.4%
P	127	2.3%
T	123	2.2%
A	118	2.1%
Other values (64)	2016	36.6%

None

Value	Count	Frequency (%)
·	5	62.5%
＆	2	25.0%
₂	1	12.5%

Number Forms

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

CJK

Value	Count	Frequency (%)
人	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%

Enclosed Alphanum

Value	Count	Frequency (%)
②	1	100.0%

Arrows

Value	Count	Frequency (%)
⇒	1	100.0%

sitepostno
Text

MISSING

Distinct	871
Distinct (%)	15.9%
Missing	1765
Missing (%)	24.4%
Memory size	56.7 KiB

Length

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

Characters and Unicode

Total characters	32868
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	234 ?
Unique (%)	4.3%

Sample

1st row	600092
2nd row	600100
3rd row	600092
4th row	600031
5th row	600816

Value	Count	Frequency (%)
지번우편번호	73	1.3%
608805	66	1.2%
616852	53	1.0%
604851	52	0.9%
609839	49	0.9%
619963	43	0.8%
608810	42	0.8%
607815	41	0.7%
619903	39	0.7%
619905	39	0.7%
Other values (861)	4981	90.9%

Most occurring characters

Value	Count	Frequency (%)
6	6628	20.2%
8	5710	17.4%
0	5428	16.5%
1	4835	14.7%
2	2307	7.0%
4	1888	5.7%
7	1787	5.4%
3	1715	5.2%
9	1268	3.9%
5	862	2.6%
Other values (6)	440	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32428	98.7%
Other Letter	438	1.3%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	6628	20.4%
8	5710	17.6%
0	5428	16.7%
1	4835	14.9%
2	2307	7.1%
4	1888	5.8%
7	1787	5.5%
3	1715	5.3%
9	1268	3.9%
5	862	2.7%

Other Letter

Value	Count	Frequency (%)
번	146	33.3%
지	73	16.7%
우	73	16.7%
편	73	16.7%
호	73	16.7%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32430	98.7%
Hangul	438	1.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	6628	20.4%
8	5710	17.6%
0	5428	16.7%
1	4835	14.9%
2	2307	7.1%
4	1888	5.8%
7	1787	5.5%
3	1715	5.3%
9	1268	3.9%
5	862	2.7%

Hangul

Value	Count	Frequency (%)
번	146	33.3%
지	73	16.7%
우	73	16.7%
편	73	16.7%
호	73	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32430	98.7%
Hangul	438	1.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	6628	20.4%
8	5710	17.6%
0	5428	16.7%
1	4835	14.9%
2	2307	7.1%
4	1888	5.8%
7	1787	5.5%
3	1715	5.3%
9	1268	3.9%
5	862	2.7%

Hangul

Value	Count	Frequency (%)
번	146	33.3%
지	73	16.7%
우	73	16.7%
편	73	16.7%
호	73	16.7%

sitewhladdr
Text

MISSING

Distinct	6045
Distinct (%)	85.1%
Missing	142
Missing (%)	2.0%
Memory size	56.7 KiB

Length

Max length	73
Median length	51
Mean length	25.149134
Min length	14

Characters and Unicode

Total characters	178584
Distinct characters	461
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	5238 ?
Unique (%)	73.8%

Sample

1st row	부산광역시 중구 대청동2가 34-1번지
2nd row	부산광역시 중구 중앙동4가 79-1번지 마린센터 지하107호,110호
3rd row	부산광역시 중구 대창동2가 36-5번지
4th row	부산광역시 중구 대청동2가 7-1번지 5층
5th row	부산광역시 중구 신창동3가 13-1번지

Value	Count	Frequency (%)
부산광역시	7101	21.6%
동래구	835	2.5%
부산진구	770	2.3%
해운대구	694	2.1%
남구	683	2.1%
금정구	586	1.8%
사하구	571	1.7%
사상구	501	1.5%
북구	478	1.5%
3층	461	1.4%
Other values (6323)	20258	61.5%

Most occurring characters

Value	Count	Frequency (%)
	32436	18.2%
부	8413	4.7%
동	8386	4.7%
산	8342	4.7%
1	7555	4.2%
지	7292	4.1%
광	7272	4.1%
시	7172	4.0%
역	7106	4.0%
구	7076	4.0%
Other values (451)	77534	43.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	102761	57.5%
Decimal Number	36126	20.2%
Space Separator	32436	18.2%
Dash Punctuation	6401	3.6%
Uppercase Letter	252	0.1%
Other Punctuation	243	0.1%
Open Punctuation	161	0.1%
Close Punctuation	160	0.1%
Math Symbol	36	< 0.1%
Lowercase Letter	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	8413	8.2%
동	8386	8.2%
산	8342	8.1%
지	7292	7.1%
광	7272	7.1%
시	7172	7.0%
역	7106	6.9%
구	7076	6.9%
번	6814	6.6%
층	1815	1.8%
Other values (400)	33073	32.2%

Uppercase Letter

Value	Count	Frequency (%)
B	70	27.8%
A	28	11.1%
S	19	7.5%
C	16	6.3%
K	14	5.6%
I	13	5.2%
E	10	4.0%
Z	9	3.6%
G	8	3.2%
N	8	3.2%
Other values (12)	57	22.6%

Decimal Number

Value	Count	Frequency (%)
1	7555	20.9%
2	5146	14.2%
3	4353	12.0%
4	3637	10.1%
5	3229	8.9%
0	2871	7.9%
6	2538	7.0%
7	2514	7.0%
8	2250	6.2%
9	2033	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	197	81.1%
.	24	9.9%
/	7	2.9%
@	7	2.9%
&	3	1.2%
?	2	0.8%
？	2	0.8%
·	1	0.4%

Lowercase Letter

Value	Count	Frequency (%)
e	3	42.9%
s	1	14.3%
b	1	14.3%
k	1	14.3%
g	1	14.3%

Space Separator

Value	Count	Frequency (%)
	32436	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6401	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	161	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	160	100.0%

Math Symbol

Value	Count	Frequency (%)
~	36	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	102760	57.5%
Common	75563	42.3%
Latin	260	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	8413	8.2%
동	8386	8.2%
산	8342	8.1%
지	7292	7.1%
광	7272	7.1%
시	7172	7.0%
역	7106	6.9%
구	7076	6.9%
번	6814	6.6%
층	1815	1.8%
Other values (399)	33072	32.2%

Latin

Value	Count	Frequency (%)
B	70	26.9%
A	28	10.8%
S	19	7.3%
C	16	6.2%
K	14	5.4%
I	13	5.0%
E	10	3.8%
Z	9	3.5%
G	8	3.1%
N	8	3.1%
Other values (18)	65	25.0%

Common

Value	Count	Frequency (%)
	32436	42.9%
1	7555	10.0%
-	6401	8.5%
2	5146	6.8%
3	4353	5.8%
4	3637	4.8%
5	3229	4.3%
0	2871	3.8%
6	2538	3.4%
7	2514	3.3%
Other values (13)	4883	6.5%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	102760	57.5%
ASCII	75819	42.5%
None	3	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	32436	42.8%
1	7555	10.0%
-	6401	8.4%
2	5146	6.8%
3	4353	5.7%
4	3637	4.8%
5	3229	4.3%
0	2871	3.8%
6	2538	3.3%
7	2514	3.3%
Other values (38)	5139	6.8%

Hangul

Value	Count	Frequency (%)
부	8413	8.2%
동	8386	8.2%
산	8342	8.1%
지	7292	7.1%
광	7272	7.1%
시	7172	7.0%
역	7106	6.9%
구	7076	6.9%
번	6814	6.6%
층	1815	1.8%
Other values (399)	33072	32.2%

None

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

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
盧	1	100.0%

rdnpostno
Real number (ℝ)

SKEWED

Distinct	1165
Distinct (%)	16.1%
Missing	9
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	48443.248

Minimum	13
Maximum	619962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.8 KiB

Quantile statistics

Minimum	13
5-th percentile	46278
Q1	47794.25
median	48947
Q3	48947
95-th percentile	49005.05
Maximum	619962
Range	619949
Interquartile range (IQR)	1152.75

Descriptive statistics

Standard deviation	6807.6406
Coefficient of variation (CV)	0.14052816
Kurtosis	6870.8435
Mean	48443.248
Median Absolute Deviation (MAD)	0
Skewness	81.774817
Sum	3.5043846 × 10⁸
Variance	46343971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48947	4065	56.1%
46726	59	0.8%
46759	24	0.3%
46764	20	0.3%
48111	17	0.2%
46015	17	0.2%
46061	16	0.2%
46230	15	0.2%
46765	15	0.2%
48106	14	0.2%
Other values (1155)	2972	41.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	< 0.1%
46004	3	< 0.1%
46006	1	< 0.1%
46007	1	< 0.1%
46008	13	0.2%
46011	1	< 0.1%
46012	8	0.1%
46013	2	< 0.1%
46014	2	< 0.1%
46015	17	0.2%

Value	Count	Frequency (%)
619962	1	< 0.1%
49524	1	< 0.1%
49523	1	< 0.1%
49521	8	0.1%
49520	1	< 0.1%
49519	1	< 0.1%
49518	4	0.1%
49516	3	< 0.1%
49515	1	< 0.1%
49514	2	< 0.1%

rdnwhladdr
Text

MISSING

Distinct	6256
Distinct (%)	90.7%
Missing	349
Missing (%)	4.8%
Memory size	56.7 KiB

Length

Max length	70
Median length	55
Mean length	29.315057
Min length	3

Characters and Unicode

Total characters	202098
Distinct characters	529
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	5737 ?
Unique (%)	83.2%

Sample

1st row	부산광역시 중구 광복중앙로 28-1 (대청동2가)
2nd row	부산광역시 중구 충장대로9번길 52, 지1층 (중앙동4가, 마린센터빌딩)
3rd row	부산광역시 중구 중앙대로 133 (대창동2가)
4th row	부산광역시 중구 대청로 107, 5층 (대청동2가)
5th row	부산광역시 중구 광복로35번길 18 (신창동3가)

Value	Count	Frequency (%)
부산광역시	6893	17.8%
동래구	789	2.0%
부산진구	753	1.9%
해운대구	686	1.8%
남구	652	1.7%
사하구	597	1.5%
금정구	571	1.5%
사상구	475	1.2%
북구	463	1.2%
3층	461	1.2%
Other values (4852)	26400	68.1%

Most occurring characters

Value	Count	Frequency (%)
	34615	17.1%
동	8826	4.4%
산	8289	4.1%
부	8248	4.1%
시	7296	3.6%
광	7266	3.6%
구	6997	3.5%
역	6899	3.4%
로	6805	3.4%
(	6782	3.4%
Other values (519)	100075	49.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	118678	58.7%
Space Separator	34615	17.1%
Decimal Number	29663	14.7%
Open Punctuation	6784	3.4%
Close Punctuation	6782	3.4%
Other Punctuation	4448	2.2%
Dash Punctuation	819	0.4%
Uppercase Letter	245	0.1%
Math Symbol	43	< 0.1%
Lowercase Letter	20	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	8826	7.4%
산	8289	7.0%
부	8248	6.9%
시	7296	6.1%
광	7266	6.1%
구	6997	5.9%
역	6899	5.8%
로	6805	5.7%
대	3133	2.6%
층	2556	2.2%
Other values (458)	52363	44.1%

Uppercase Letter

Value	Count	Frequency (%)
B	87	35.5%
A	23	9.4%
S	20	8.2%
K	18	7.3%
C	14	5.7%
I	12	4.9%
E	8	3.3%
P	6	2.4%
N	6	2.4%
G	6	2.4%
Other values (13)	45	18.4%

Lowercase Letter

Value	Count	Frequency (%)
e	4	20.0%
s	3	15.0%
b	3	15.0%
k	2	10.0%
a	2	10.0%
l	1	5.0%
z	1	5.0%
w	1	5.0%
i	1	5.0%
v	1	5.0%

Decimal Number

Value	Count	Frequency (%)
1	5937	20.0%
2	4778	16.1%
3	3739	12.6%
4	2825	9.5%
0	2585	8.7%
5	2442	8.2%
6	2149	7.2%
7	1867	6.3%
8	1739	5.9%
9	1602	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	4408	99.1%
.	18	0.4%
@	6	0.1%
/	4	0.1%
·	3	0.1%
&	3	0.1%
*	2	< 0.1%
？	2	< 0.1%
?	2	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	6782	> 99.9%
[	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	6780	> 99.9%
]	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	34615	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	819	100.0%

Math Symbol

Value	Count	Frequency (%)
~	43	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	118677	58.7%
Common	83154	41.1%
Latin	266	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	8826	7.4%
산	8289	7.0%
부	8248	6.9%
시	7296	6.1%
광	7266	6.1%
구	6997	5.9%
역	6899	5.8%
로	6805	5.7%
대	3133	2.6%
층	2556	2.2%
Other values (457)	52362	44.1%

Latin

Value	Count	Frequency (%)
B	87	32.7%
A	23	8.6%
S	20	7.5%
K	18	6.8%
C	14	5.3%
I	12	4.5%
E	8	3.0%
P	6	2.3%
N	6	2.3%
G	6	2.3%
Other values (25)	66	24.8%

Common

Value	Count	Frequency (%)
	34615	41.6%
(	6782	8.2%
)	6780	8.2%
1	5937	7.1%
2	4778	5.7%
,	4408	5.3%
3	3739	4.5%
4	2825	3.4%
0	2585	3.1%
5	2442	2.9%
Other values (16)	8263	9.9%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	118677	58.7%
ASCII	83414	41.3%
None	5	< 0.1%
CJK Compat Ideographs	1	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	34615	41.5%
(	6782	8.1%
)	6780	8.1%
1	5937	7.1%
2	4778	5.7%
,	4408	5.3%
3	3739	4.5%
4	2825	3.4%
0	2585	3.1%
5	2442	2.9%
Other values (48)	8523	10.2%

Hangul

Value	Count	Frequency (%)
동	8826	7.4%
산	8289	7.0%
부	8248	6.9%
시	7296	6.1%
광	7266	6.1%
구	6997	5.9%
역	6899	5.8%
로	6805	5.7%
대	3133	2.6%
층	2556	2.2%
Other values (457)	52362	44.1%

None

Value	Count	Frequency (%)
·	3	60.0%
？	2	40.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
盧	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

apvpermymd
Real number (ℝ)

SKEWED

Distinct	4255
Distinct (%)	58.8%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	20053214

Minimum	388631.59
Maximum	20210325
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.8 KiB

Quantile statistics

Minimum	388631.59
5-th percentile	19921102
Q1	20000413
median	20051208
Q3	20120106
95-th percentile	20190503
Maximum	20210325
Range	19821693
Interquartile range (IQR)	119693.25

Descriptive statistics

Standard deviation	272260.34
Coefficient of variation (CV)	0.013576893
Kurtosis	4015.3671
Mean	20053214
Median Absolute Deviation (MAD)	59621.5
Skewness	-59.004512
Sum	1.4522538 × 10¹¹
Variance	7.4125693 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20030204.0	124	1.7%
20030206.0	66	0.9%
20030203.0	55	0.8%
20030205.0	36	0.5%
19890731.0	31	0.4%
20030123.0	21	0.3%
20030124.0	19	0.3%
20030210.0	12	0.2%
19891116.0	12	0.2%
20191213.0	11	0.2%
Other values (4245)	6855	94.6%

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%
19730112.0	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%

Value	Count	Frequency (%)
20210325.0	1	< 0.1%
20210324.0	1	< 0.1%
20210323.0	2	< 0.1%
20210322.0	1	< 0.1%
20210319.0	2	< 0.1%
20210316.0	2	< 0.1%
20210312.0	2	< 0.1%
20210311.0	1	< 0.1%
20210310.0	2	< 0.1%
20210309.0	1	< 0.1%

dcbymd
Text

MISSING

Distinct	1867
Distinct (%)	56.0%
Missing	3911
Missing (%)	54.0%
Memory size	56.7 KiB

Length

Max length	20
Median length	8
Mean length	7.9147659
Min length	4

Characters and Unicode

Total characters	26372
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	1319 ?
Unique (%)	39.6%

Sample

1st row	20020727
2nd row	20040228
3rd row	20130408
4th row	20150608
5th row	20070605

Value	Count	Frequency (%)
20180302	96	2.9%
폐업일자	74	2.2%
20040504	65	2.0%
20140411	54	1.6%
20151231	51	1.5%
20070801	39	1.2%
20030613	28	0.8%
20021212	24	0.7%
20061215	20	0.6%
20180703	19	0.6%
Other values (1857)	2862	85.9%

Most occurring characters

Value	Count	Frequency (%)
0	8573	32.5%
2	5333	20.2%
1	5099	19.3%
3	1299	4.9%
4	1033	3.9%
9	997	3.8%
7	988	3.7%
8	966	3.7%
5	952	3.6%
6	833	3.2%
Other values (6)	299	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26073	98.9%
Other Letter	296	1.1%
Space Separator	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8573	32.9%
2	5333	20.5%
1	5099	19.6%
3	1299	5.0%
4	1033	4.0%
9	997	3.8%
7	988	3.8%
8	966	3.7%
5	952	3.7%
6	833	3.2%

Other Letter

Value	Count	Frequency (%)
폐	74	25.0%
업	74	25.0%
일	74	25.0%
자	74	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	26076	98.9%
Hangul	296	1.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8573	32.9%
2	5333	20.5%
1	5099	19.6%
3	1299	5.0%
4	1033	4.0%
9	997	3.8%
7	988	3.8%
8	966	3.7%
5	952	3.7%
6	833	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	74	25.0%
업	74	25.0%
일	74	25.0%
자	74	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26076	98.9%
Hangul	296	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8573	32.9%
2	5333	20.5%
1	5099	19.6%
3	1299	5.0%
4	1033	4.0%
9	997	3.8%
7	988	3.8%
8	966	3.7%
5	952	3.7%
6	833	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	74	25.0%
업	74	25.0%
일	74	25.0%
자	74	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7153
휴업시작일자	75
20180808	2
20180701	1
20090701	1
Other values (11)	11

Length

Max length	14
Median length	4
Mean length	4.0298219
Min length	4

Unique

Unique	13 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7153	98.8%
휴업시작일자	75	1.0%
20180808	2	< 0.1%
20180701	1	< 0.1%
20090701	1	< 0.1%
20140115112341	1	< 0.1%
20070801	1	< 0.1%
20030108	1	< 0.1%
20171025	1	< 0.1%
20130122	1	< 0.1%
Other values (6)	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	7153	98.8%
휴업시작일자	75	1.0%
20180808	2	< 0.1%
20180701	1	< 0.1%
20090701	1	< 0.1%
20140115112341	1	< 0.1%
20070801	1	< 0.1%
20030108	1	< 0.1%
20171025	1	< 0.1%
20130122	1	< 0.1%
Other values (6)	6	0.1%

clgenddt
Categorical

IMBALANCE

Distinct	15
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7154
휴업종료일자	75
20190630	2
20181231	1
20110630	1
Other values (10)	10

Length

Max length	8
Median length	4
Mean length	4.0284413
Min length	4

Unique

Unique	12 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7154	98.8%
휴업종료일자	75	1.0%
20190630	2	< 0.1%
20181231	1	< 0.1%
20110630	1	< 0.1%
20421031	1	< 0.1%
20031231	1	< 0.1%
20181025	1	< 0.1%
20130714	1	< 0.1%
20100123	1	< 0.1%
Other values (5)	5	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	7154	98.8%
휴업종료일자	75	1.0%
20190630	2	< 0.1%
20181231	1	< 0.1%
20110630	1	< 0.1%
20421031	1	< 0.1%
20031231	1	< 0.1%
20181025	1	< 0.1%
20130714	1	< 0.1%
20100123	1	< 0.1%
Other values (5)	5	0.1%

ropnymd
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7167
재개업일자	75
051-123-1234	1

Length

Max length	12
Median length	4
Mean length	4.0114593
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>	7167	99.0%
재개업일자	75	1.0%
051-123-1234	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7167	99.0%
재개업일자	75	1.0%
051-123-1234	1	< 0.1%

trdstatenm
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

13	3281
03	2962
영업/정상	561
35	402
02	14
Other values (6)	23

Length

Max length	8
Median length	2
Mean length	2.2356758
Min length	2

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
13	3281	45.3%
03	2962	40.9%
영업/정상	561	7.7%
35	402	5.6%
02	14	0.2%
폐업	11	0.2%
<NA>	8	0.1%
32	1	< 0.1%
33	1	< 0.1%
제외/삭제/전출	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
13	3281	45.3%
03	2962	40.9%
영업/정상	561	7.7%
35	402	5.6%
02	14	0.2%
폐업	11	0.2%
na	8	0.1%
32	1	< 0.1%
33	1	< 0.1%
제외/삭제/전출	1	< 0.1%

dtlstatenm
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

영업중	3849
폐업	2973
직권말소	402
휴업	14
<NA>	2
Other values (3)	3

Length

Max length	4
Median length	3
Mean length	2.6435179
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	3849	53.1%
폐업	2973	41.0%
직권말소	402	5.6%
휴업	14	0.2%
<NA>	2	< 0.1%
신고취소	1	< 0.1%
지정취소	1	< 0.1%
전출	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	3849	53.1%
폐업	2973	41.0%
직권말소	402	5.6%
휴업	14	0.2%
na	2	< 0.1%
신고취소	1	< 0.1%
지정취소	1	< 0.1%
전출	1	< 0.1%

x
Text

MISSING

Distinct	5091
Distinct (%)	71.6%
Missing	133
Missing (%)	1.8%
Memory size	56.7 KiB

Length

Max length	20
Median length	20
Mean length	19.993812
Min length	2

Characters and Unicode

Total characters	142156
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	3733 ?
Unique (%)	52.5%

Sample

1st row	385198.60018500000
2nd row	385898.66824500000
3rd row	385707.34088600000
4th row	385250.02502800000
5th row	385004.37293600000

Value	Count	Frequency (%)
380613.87795500000	11	0.2%
373579.04761500000	9	0.1%
390129.64468900000	8	0.1%
393357.80475400000	8	0.1%
395308.61045334	8	0.1%
383255.80791500000	7	0.1%
392607.54573000000	7	0.1%
385599.32170700000	7	0.1%
387962.62914200000	7	0.1%
387811.67602200000	7	0.1%
Other values (5081)	7031	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	38397	27.0%
	17836	12.5%
3	14010	9.9%
8	11235	7.9%
9	9853	6.9%
7	7830	5.5%
1	7529	5.3%
2	7300	5.1%
4	7231	5.1%
5	7078	5.0%
Other values (11)	13857	9.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117272	82.5%
Space Separator	17836	12.5%
Other Punctuation	7032	4.9%
Other Letter	10	< 0.1%
Open Punctuation	2	< 0.1%
Uppercase Letter	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38397	32.7%
3	14010	11.9%
8	11235	9.6%
9	9853	8.4%
7	7830	6.7%
1	7529	6.4%
2	7300	6.2%
4	7231	6.2%
5	7078	6.0%
6	6809	5.8%

Other Letter

Value	Count	Frequency (%)
좌	2	20.0%
표	2	20.0%
정	2	20.0%
보	2	20.0%
사	1	10.0%
립	1	10.0%

Space Separator

Value	Count	Frequency (%)
	17836	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7032	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	142144	> 99.9%
Hangul	10	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38397	27.0%
	17836	12.5%
3	14010	9.9%
8	11235	7.9%
9	9853	6.9%
7	7830	5.5%
1	7529	5.3%
2	7300	5.1%
4	7231	5.1%
5	7078	5.0%
Other values (4)	13845	9.7%

Hangul

Value	Count	Frequency (%)
좌	2	20.0%
표	2	20.0%
정	2	20.0%
보	2	20.0%
사	1	10.0%
립	1	10.0%

Latin

Value	Count	Frequency (%)
X	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	142146	> 99.9%
Hangul	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38397	27.0%
	17836	12.5%
3	14010	9.9%
8	11235	7.9%
9	9853	6.9%
7	7830	5.5%
1	7529	5.3%
2	7300	5.1%
4	7231	5.1%
5	7078	5.0%
Other values (5)	13847	9.7%

Hangul

Value	Count	Frequency (%)
좌	2	20.0%
표	2	20.0%
정	2	20.0%
보	2	20.0%
사	1	10.0%
립	1	10.0%

y
Text

MISSING

Distinct	5090
Distinct (%)	71.6%
Missing	133
Missing (%)	1.8%
Memory size	56.7 KiB

Length

Max length	20
Median length	20
Mean length	19.994374
Min length	6

Characters and Unicode

Total characters	142160
Distinct characters	25
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	3733 ?
Unique (%)	52.5%

Sample

1st row	180287.48839500000
2nd row	181213.88172000000
3rd row	181152.27052700000
4th row	180424.29203400000
5th row	180162.69448800000

Value	Count	Frequency (%)
175596.00351700000	11	0.2%
178017.84297300000	9	0.1%
197260.59223600000	8	0.1%
191804.07825600000	8	0.1%
186564.639113751	8	0.1%
190262.68201300000	7	0.1%
188403.67614400000	7	0.1%
187606.00717200000	7	0.1%
194331.52968600000	7	0.1%
183803.94132300000	7	0.1%
Other values (5080)	7031	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	38202	26.9%
	17810	12.5%
1	14319	10.1%
8	10980	7.7%
9	9818	6.9%
7	8297	5.8%
6	7339	5.2%
4	7250	5.1%
5	7103	5.0%
.	7032	4.9%
Other values (15)	14010	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117298	82.5%
Space Separator	17810	12.5%
Other Punctuation	7032	4.9%
Other Letter	14	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%
Uppercase Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	38202	32.6%
1	14319	12.2%
8	10980	9.4%
9	9818	8.4%
7	8297	7.1%
6	7339	6.3%
4	7250	6.2%
5	7103	6.1%
3	7000	6.0%
2	6990	6.0%

Other Letter

Value	Count	Frequency (%)
좌	2	14.3%
보	2	14.3%
정	2	14.3%
표	2	14.3%
체	1	7.1%
력	1	7.1%
단	1	7.1%
련	1	7.1%
장	1	7.1%
업	1	7.1%

Space Separator

Value	Count	Frequency (%)
	17810	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7032	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	142144	> 99.9%
Hangul	14	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38202	26.9%
	17810	12.5%
1	14319	10.1%
8	10980	7.7%
9	9818	6.9%
7	8297	5.8%
6	7339	5.2%
4	7250	5.1%
5	7103	5.0%
.	7032	4.9%
Other values (4)	13994	9.8%

Hangul

Value	Count	Frequency (%)
좌	2	14.3%
보	2	14.3%
정	2	14.3%
표	2	14.3%
체	1	7.1%
력	1	7.1%
단	1	7.1%
련	1	7.1%
장	1	7.1%
업	1	7.1%

Latin

Value	Count	Frequency (%)
Y	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	142146	> 99.9%
Hangul	14	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38202	26.9%
	17810	12.5%
1	14319	10.1%
8	10980	7.7%
9	9818	6.9%
7	8297	5.8%
6	7339	5.2%
4	7250	5.1%
5	7103	5.0%
.	7032	4.9%
Other values (5)	13996	9.8%

Hangul

Value	Count	Frequency (%)
좌	2	14.3%
보	2	14.3%
정	2	14.3%
표	2	14.3%
체	1	7.1%
력	1	7.1%
단	1	7.1%
련	1	7.1%
장	1	7.1%
업	1	7.1%

lastmodts
Real number (ℝ)

Distinct	7055
Distinct (%)	97.4%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.013215 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.021033 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.8 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0031124 × 10¹³
Q1	2.0110113 × 10¹³
median	2.0140527 × 10¹³
Q3	2.017053 × 10¹³
95-th percentile	2.0191213 × 10¹³
Maximum	2.021033 × 10¹³
Range	1.8931205 × 10¹¹
Interquartile range (IQR)	6.0416968 × 10¹⁰

Descriptive statistics

Standard deviation	4.7623766 × 10¹⁰
Coefficient of variation (CV)	0.0023655579
Kurtosis	-0.52418426
Mean	2.013215 × 10¹³
Median Absolute Deviation (MAD)	3.0204977 × 10¹⁰
Skewness	-0.60084992
Sum	1.457769 × 10¹⁷
Variance	2.2680231 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021018132120	62	0.9%
20191018101519	3	< 0.1%
20191108144420	3	< 0.1%
20191115090310	3	< 0.1%
20191115140601	3	< 0.1%
20191129084358	3	< 0.1%
20191213211336	3	< 0.1%
20191213161234	3	< 0.1%
20191213170840	3	< 0.1%
20181026201158	3	< 0.1%
Other values (7045)	7152	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20021018132120	62	0.9%
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 (%)
20210330181444	1	< 0.1%
20210330180642	1	< 0.1%
20210330170343	1	< 0.1%
20210329175907	1	< 0.1%
20210329175843	1	< 0.1%
20210329175812	1	< 0.1%
20210329175737	1	< 0.1%
20210329175641	1	< 0.1%
20210329151549	1	< 0.1%
20210329143126	1	< 0.1%

uptaenm
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	6634
태권도	372
업태구분명	55
권투	52
유도	40
Other values (4)	90

Length

Max length	5
Median length	4
Mean length	3.9123291
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	6634	91.6%
태권도	372	5.1%
업태구분명	55	0.8%
권투	52	0.7%
유도	40	0.6%
합기도	38	0.5%
검도	37	0.5%
레슬링	8	0.1%
우슈	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6634	91.6%
태권도	372	5.1%
업태구분명	55	0.8%
권투	52	0.7%
유도	40	0.6%
합기도	38	0.5%
검도	37	0.5%
레슬링	8	0.1%
우슈	7	0.1%

sitetel
Text

MISSING

Distinct	107
Distinct (%)	1.5%
Missing	77
Missing (%)	1.1%
Memory size	56.7 KiB

Length

Max length	13
Median length	12
Mean length	11.96302
Min length	4

Characters and Unicode

Total characters	85727
Distinct characters	17
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	95 ?
Unique (%)	1.3%

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	7027	98.1%
전화번호	24	0.3%
051-905-0444	2	< 0.1%
051-731-1469	2	< 0.1%
051-582-8779	2	< 0.1%
051-925-0909	2	< 0.1%
051-723-5896	2	< 0.1%
051-747-0336	2	< 0.1%
051-911-0202	2	< 0.1%
051)515-1369	2	< 0.1%
Other values (97)	99	1.4%

Most occurring characters

Value	Count	Frequency (%)
1	21259	24.8%
-	14259	16.6%
3	14144	16.5%
2	14128	16.5%
0	7227	8.4%
5	7191	8.4%
4	7089	8.3%
7	104	0.1%
8	83	0.1%
9	75	0.1%
Other values (7)	168	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	71369	83.3%
Dash Punctuation	14259	16.6%
Other Letter	96	0.1%
Close Punctuation	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	21259	29.8%
3	14144	19.8%
2	14128	19.8%
0	7227	10.1%
5	7191	10.1%
4	7089	9.9%
7	104	0.1%
8	83	0.1%
9	75	0.1%
6	69	0.1%

Other Letter

Value	Count	Frequency (%)
화	24	25.0%
호	24	25.0%
번	24	25.0%
전	24	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14259	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	85631	99.9%
Hangul	96	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	21259	24.8%
-	14259	16.7%
3	14144	16.5%
2	14128	16.5%
0	7227	8.4%
5	7191	8.4%
4	7089	8.3%
7	104	0.1%
8	83	0.1%
9	75	0.1%
Other values (3)	72	0.1%

Hangul

Value	Count	Frequency (%)
화	24	25.0%
호	24	25.0%
번	24	25.0%
전	24	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85631	99.9%
Hangul	96	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	21259	24.8%
-	14259	16.7%
3	14144	16.5%
2	14128	16.5%
0	7227	8.4%
5	7191	8.4%
4	7089	8.3%
7	104	0.1%
8	83	0.1%
9	75	0.1%
Other values (3)	72	0.1%

Hangul

Value	Count	Frequency (%)
화	24	25.0%
호	24	25.0%
번	24	25.0%
전	24	25.0%

bdngdngnum
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	5778
1	1039
0	309
건축물동수	72
2	24
Other values (6)	21

Length

Max length	5
Median length	4
Mean length	3.433384
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5778	79.8%
1	1039	14.3%
0	309	4.3%
건축물동수	72	1.0%
2	24	0.3%
3	8	0.1%
4	6	0.1%
5	4	0.1%
302	1	< 0.1%
12	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5778	79.8%
1	1039	14.3%
0	309	4.3%
건축물동수	72	1.0%
2	24	0.3%
3	8	0.1%
4	6	0.1%
5	4	0.1%
302	1	< 0.1%
12	1	< 0.1%

bdngyarea
Text

MISSING

Distinct	2887
Distinct (%)	73.9%
Missing	3334
Missing (%)	46.0%
Memory size	56.7 KiB

Length

Max length	9
Median length	8
Mean length	5.1383986
Min length	1

Characters and Unicode

Total characters	20086
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	2543 ?
Unique (%)	65.1%

Sample

1st row	20120.65
2nd row	4130.27
3rd row	1155.7
4th row	5404.88
5th row	8245.54

Value	Count	Frequency (%)
0	306	7.8%
1	85	2.2%
건축물연면적	47	1.2%
150	36	0.9%
160	25	0.6%
120	23	0.6%
140	16	0.4%
99	14	0.4%
158	12	0.3%
165	11	0.3%
Other values (2877)	3334	85.3%

Most occurring characters

Value	Count	Frequency (%)
.	2948	14.7%
1	2827	14.1%
2	1924	9.6%
9	1664	8.3%
4	1638	8.2%
3	1572	7.8%
8	1530	7.6%
5	1474	7.3%
0	1429	7.1%
6	1415	7.0%
Other values (7)	1665	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16856	83.9%
Other Punctuation	2948	14.7%
Other Letter	282	1.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2827	16.8%
2	1924	11.4%
9	1664	9.9%
4	1638	9.7%
3	1572	9.3%
8	1530	9.1%
5	1474	8.7%
0	1429	8.5%
6	1415	8.4%
7	1383	8.2%

Other Letter

Value	Count	Frequency (%)
면	47	16.7%
연	47	16.7%
물	47	16.7%
축	47	16.7%
건	47	16.7%
적	47	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	2948	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19804	98.6%
Hangul	282	1.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2948	14.9%
1	2827	14.3%
2	1924	9.7%
9	1664	8.4%
4	1638	8.3%
3	1572	7.9%
8	1530	7.7%
5	1474	7.4%
0	1429	7.2%
6	1415	7.1%

Hangul

Value	Count	Frequency (%)
면	47	16.7%
연	47	16.7%
물	47	16.7%
축	47	16.7%
건	47	16.7%
적	47	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19804	98.6%
Hangul	282	1.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2948	14.9%
1	2827	14.3%
2	1924	9.7%
9	1664	8.4%
4	1638	8.3%
3	1572	7.9%
8	1530	7.7%
5	1474	7.4%
0	1429	7.2%
6	1415	7.1%

Hangul

Value	Count	Frequency (%)
면	47	16.7%
연	47	16.7%
물	47	16.7%
축	47	16.7%
건	47	16.7%
적	47	16.7%

puprsenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

사립	7201
<NA>	33
공립	6
공사립구분명	2
2021-04-01 05:22:03	1

Length

Max length	19
Median length	2
Mean length	2.0125639
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	7201	99.4%
<NA>	33	0.5%
공립	6	0.1%
공사립구분명	2	< 0.1%
2021-04-01 05:22:03	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	7201	99.4%
na	33	0.5%
공립	6	0.1%
공사립구분명	2	< 0.1%
2021-04-01	1	< 0.1%
05:22:03	1	< 0.1%

culphyedcobnm
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

당구장업	3053
체육도장업	1734
체력단련장업	1393
골프연습장업	920
수영장업	95
Other values (5)	48

Length

Max length	7
Median length	6
Mean length	4.8800221
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
당구장업	3053	42.2%
체육도장업	1734	23.9%
체력단련장업	1393	19.2%
골프연습장업	920	12.7%
수영장업	95	1.3%
<NA>	34	0.5%
무도학원업	8	0.1%
썰매장업	3	< 0.1%
문화체육업종명	2	< 0.1%
무도장업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
당구장업	3053	42.2%
체육도장업	1734	23.9%
체력단련장업	1393	19.2%
골프연습장업	920	12.7%
수영장업	95	1.3%
na	34	0.5%
무도학원업	8	0.1%
썰매장업	3	< 0.1%
문화체육업종명	2	< 0.1%
무도장업	1	< 0.1%

bupnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7168
법인명	75

Length

Max length	4
Median length	4
Mean length	3.9896452
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7168	99.0%
법인명	75	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7168	99.0%
법인명	75	1.0%

insurjnyncode
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	5189
0	1858
Y	102
보	73
1	21

Length

Max length	4
Median length	4
Mean length	3.1492475
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5189	71.6%
0	1858	25.7%
Y	102	1.4%
보	73	1.0%
1	21	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5189	71.6%
0	1858	25.7%
y	102	1.4%
보	73	1.0%
1	21	0.3%

drmkcobnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7168
세부업종명	75

Length

Max length	5
Median length	4
Mean length	4.0103548
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7168	99.0%
세부업종명	75	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7168	99.0%
세부업종명	75	1.0%

ldercnt
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	5799
1	1033
2	182
0	178
지도자수	44
Other values (4)	7

Length

Max length	4
Median length	4
Mean length	3.4201298
Min length	1

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	5799	80.1%
1	1033	14.3%
2	182	2.5%
0	178	2.5%
지도자수	44	0.6%
3	4	0.1%
5	1	< 0.1%
4	1	< 0.1%
7	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5799	80.1%
1	1033	14.3%
2	182	2.5%
0	178	2.5%
지도자수	44	0.6%
3	4	0.1%
5	1	< 0.1%
4	1	< 0.1%
7	1	< 0.1%

memcolltotstfnum
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.7 KiB

<NA>	7148
회원모집총인원	75
60	3
100	2
20	2
Other values (11)	13

Length

Max length	7
Median length	4
Mean length	4.0260942
Min length	1

Unique

Unique	9 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	7148	98.7%
회원모집총인원	75	1.0%
60	3	< 0.1%
100	2	< 0.1%
20	2	< 0.1%
50	2	< 0.1%
30	2	< 0.1%
300	1	< 0.1%
70	1	< 0.1%
400	1	< 0.1%
Other values (6)	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	7148	98.7%
회원모집총인원	75	1.0%
60	3	< 0.1%
100	2	< 0.1%
20	2	< 0.1%
50	2	< 0.1%
30	2	< 0.1%
300	1	< 0.1%
70	1	< 0.1%
400	1	< 0.1%
Other values (6)	6	0.1%

last_load_dttm
Date

Distinct	2
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	56.7 KiB

Minimum	2021-04-01 05:22:03
Maximum	2021-04-01 05:22:04

Histogram

Histogram with fixed size bins (bins=2)

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
0	4	3250000	CDFH3301051997000002	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	광복실내골프연습장	600092	부산광역시 중구 대청동2가 34-1번지	48947	부산광역시 중구 광복중앙로 28-1 (대청동2가)	19971211.0	20020727	<NA>	<NA>	<NA>	03	폐업	385198.60018500000	180287.48839500000	20040727102048	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	0	<NA>	<NA>	<NA>	2021-04-01 05:22:03
1	5	3250000	CDFH3301051999000001	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	마린골프연습장	<NA>	부산광역시 중구 중앙동4가 79-1번지 마린센터 지하107호,110호	48936	부산광역시 중구 충장대로9번길 52, 지1층 (중앙동4가, 마린센터빌딩)	19990513.0	<NA>	<NA>	<NA>	<NA>	13	영업중	385898.66824500000	181213.88172000000	20170124143354	<NA>	051-123-1234	<NA>	20120.65	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
2	6	3250000	CDFH3301052003000001	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	포시즌 골프연습장	600100	부산광역시 중구 대창동2가 36-5번지	48947	부산광역시 중구 중앙대로 133 (대창동2가)	20030305.0	20040228	<NA>	<NA>	<NA>	03	폐업	385707.34088600000	181152.27052700000	20040709121811	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	0	<NA>	<NA>	<NA>	2021-04-01 05:22:03
3	7	3250000	CDFH3301052003000002	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	에스에스 골프연습장	<NA>	부산광역시 중구 대청동2가 7-1번지 5층	48933	부산광역시 중구 대청로 107, 5층 (대청동2가)	20031124.0	<NA>	<NA>	<NA>	<NA>	13	영업중	385250.02502800000	180424.29203400000	20161205154150	<NA>	051-123-1234	<NA>	4130.27	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
4	8	3250000	CDFH3301052004000001	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	가나다라골프연습장	<NA>	부산광역시 중구 신창동3가 13-1번지	48946	부산광역시 중구 광복로35번길 18 (신창동3가)	20040413.0	<NA>	<NA>	<NA>	<NA>	13	영업중	385004.37293600000	180162.69448800000	20180202153954	<NA>	051-123-1234	<NA>	1155.7	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
5	9	3250000	CDFH3301052004000002	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	테일러메이드 실내골프 연습장	600092	부산광역시 중구 대청동2가 34-1번지	48947	부산광역시 중구 광복중앙로 28-1 (대청동2가)	20040727.0	20130408	<NA>	<NA>	<NA>	35	직권말소	385198.60018500000	180287.48839500000	20130408094631	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
6	10	3250000	CDFH3301052004000003	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	(주)이지알앤에스 실내골프연습장	600031	부산광역시 중구 광복동1가 7번지	48947	부산광역시 중구 광복로85번길 5-10 (광복동1가)	20040811.0	20150608	<NA>	<NA>	<NA>	03	폐업	385448.75499800000	179977.32822800000	20150608132227	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
7	11	3250000	CDFH3301052005000001	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	리드 실내골프연습장	600816	부산광역시 중구 중앙동4가 76-23번지	48947	부산광역시 중구 중앙대로 148 (중앙동4가)	20050328.0	20070605	<NA>	<NA>	<NA>	03	폐업	385805.96072100000	181267.38472100000	20070605140559	<NA>	051-123-1234	<NA>	<NA>	사립	골프연습장업	<NA>	0	<NA>	<NA>	<NA>	2021-04-01 05:22:03
8	12	3250000	CDFH3301052014000002	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	우리동네스크린골프	<NA>	부산광역시 중구 동광동2가 1번지	48955	부산광역시 중구 광복로97번길 26-2, 2층 (동광동2가)	20140429.0	<NA>	<NA>	<NA>	<NA>	13	영업중	385546.63989500000	180191.50295800000	20180126153016	<NA>	051-123-1234	<NA>	5404.88	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03
9	13	3250000	CDFH3301052014000003	10_31_01_P	I	2018-08-31 23:59:59.0	<NA>	광복스크린	600042	부산광역시 중구 남포동2가 25-10번지	48954	부산광역시 중구 구덕로34번길 4 (남포동2가)	20140508.0	<NA>	<NA>	<NA>	<NA>	13	영업중	385314.95814000000	179888.76467800000	20161125110922	<NA>	051-123-1234	<NA>	8245.54	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:03

	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
7233	13793	3280000	CDFH3301022021000001	10_41_01_P	I	2021-03-07 00:23:00.0	체육도장업	크로스멀티짐(CROSS MULTI GYM)	지번우편번호	부산광역시 영도구 동삼동 219-61 장원빌라	49092	부산광역시 영도구 동삼서로 52, 지하1층 (동삼동, 장원빌라)	20210305.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	388729.846932294	177945.507851308	20210305143730	유도	051-996-6565	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	2	회원모집총인원	2021-04-01 05:22:04
7234	13794	3280000	CDFH3301022021000001	10_41_01_P	I	2021-03-07 00:23:00.0	체육도장업	크로스멀티짐(CROSS MULTI GYM)	지번우편번호	부산광역시 영도구 동삼동 219-61 장원빌라	49092	부산광역시 영도구 동삼서로 52, 지하1층 (동삼동, 장원빌라)	20210305.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	388729.846932294	177945.507851308	20210305143730	유도	051-996-6565	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	2	회원모집총인원	2021-04-01 05:22:04
7235	13795	3380000	CDFH3301062021000001	10_42_01_P	I	2021-03-11 00:23:00.0	체력단련장업	비기닝하루	지번우편번호	부산광역시 수영구 남천동 3-4 세진빌딩	48304	부산광역시 수영구 남천바다로 34, 세진빌딩 5층 (남천동)	20210309.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	392569.973712727	185302.931297631	20210309085632	업태구분명	전화번호	건축물동수	건축물연면적	사립	체력단련장업	법인명	보	세부업종명	1	회원모집총인원	2021-04-01 05:22:04
7236	13796	3360000	CDFH3301022021000002	10_41_01_P	I	2021-03-12 00:23:00.0	체육도장업	기품태권도	지번우편번호	부산광역시 강서구 신호동 215-15	46759	부산광역시 강서구 신호산단2로27번길 3, 채움더테라스 상가동 2층 202,203호 (신호동)	20210310.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	371179.51398421	178017.346679391	20210310131708	태권도	051-973-7002	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	지도자수	회원모집총인원	2021-04-01 05:22:04
7237	13797	3330000	CDFH3301062021000006	10_42_01_P	I	2021-03-12 00:23:00.0	체력단련장업	워너짐 반여	<NA>	부산광역시 해운대구 반여동 1199-11 센텀대림아파트 상가12동 지하1~5호	48038	부산광역시 해운대구 선수촌로 95, 상가12동 지하1층 1~5호 (반여동, 센텀대림아파트)	20210310.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	392834.111355574	191144.530436064	20210310093400	<NA>	051-531-1516	<NA>	2404.06	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:04
7238	13798	3350000	CDFH3301062021000002	10_42_01_P	I	2021-03-13 00:23:00.0	체력단련장업	마이너짐	지번우편번호	부산광역시 금정구 구서동 1013-5	46235	부산광역시 금정구 금샘로 419, 2층 (구서동)	20210311.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	389597.400218161	197663.503148215	20210311115544	업태구분명	전화번호	건축물동수	558.67	사립	체력단련장업	법인명	보	세부업종명	1	회원모집총인원	2021-04-01 05:22:04
7239	13799	3370000	CDFH3301022021000001	10_41_01_P	I	2021-03-14 00:23:00.0	체육도장업	GTI태권도	지번우편번호	부산광역시 연제구 연산동 2027-24	47608	부산광역시 연제구 황령산로605번길 35, 2층 (연산동)	20210312.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	389597.015225215	187856.758045285	20210312115913	태권도	전화번호	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	1	회원모집총인원	2021-04-01 05:22:04
7240	13800	3370000	CDFH3301022021000001	10_41_01_P	I	2021-03-14 00:23:00.0	체육도장업	GTI태권도	지번우편번호	부산광역시 연제구 연산동 2027-24	47608	부산광역시 연제구 황령산로605번길 35, 2층 (연산동)	20210312.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	389597.015225215	187856.758045285	20210312115913	태권도	전화번호	건축물동수	건축물연면적	사립	체육도장업	법인명	보	세부업종명	1	회원모집총인원	2021-04-01 05:22:04
7241	13801	3400000	CDFH3301062021000004	10_42_01_P	I	2021-03-18 00:22:59.0	체력단련장업	운동J GYM	지번우편번호	부산광역시 기장군 정관읍 매학리 717-1 스타빌딩 3층 306호	46015	부산광역시 기장군 정관읍 정관로 579, 스타빌딩 306호	20210316.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	397914.744296503	204614.40236876	20210316161825	업태구분명	전화번호	1	13040.64	사립	체력단련장업	법인명	보	세부업종명	1	회원모집총인원	2021-04-01 05:22:04
7242	13778	3340000	CDFH3301082021000002	10_32_01_P	I	2021-02-24 00:23:01.0	당구장업	해오름 당구클럽	<NA>	부산광역시 사하구 다대동 1552-5	49506	부산광역시 사하구 다대로 694-2, 5층 (다대동)	20210222.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	379257.467705859	173968.574615591	20210222090253	<NA>	<NA>	<NA>	<NA>	사립	당구장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:22:04

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ASCII

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Common Values (Plot)

Common Values

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Common Values (Plot)

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Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

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Other Symbol

Other Number

Space Separator

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Open Punctuation

Dash Punctuation

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Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

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Hangul

ASCII

None

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CJK

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