gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	7225
Missing cells	9785
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	10
Numeric	4
Categorical	19
DateTime	1

Dataset

Description	2021-03-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052201203000

Alerts

`updategbn` is highly imbalanced (97.1%)	Imbalance
`opnsvcnm` is highly imbalanced (85.0%)	Imbalance
`clgstdt` is highly imbalanced (97.7%)	Imbalance
`clgenddt` is highly imbalanced (97.6%)	Imbalance
`ropnymd` is highly imbalanced (95.8%)	Imbalance
`trdstatenm` is highly imbalanced (52.8%)	Imbalance
`dtlstatenm` is highly imbalanced (54.8%)	Imbalance
`uptaenm` is highly imbalanced (82.2%)	Imbalance
`sitetel` is highly imbalanced (96.9%)	Imbalance
`bdngdngnum` is highly imbalanced (72.1%)	Imbalance
`puprsenm` is highly imbalanced (97.5%)	Imbalance
`bupnm` is highly imbalanced (93.5%)	Imbalance
`insurjnyncode` is highly imbalanced (56.5%)	Imbalance
`drmkcobnm` is highly imbalanced (93.5%)	Imbalance
`ldercnt` is highly imbalanced (69.4%)	Imbalance
`memcolltotstfnum` is highly imbalanced (97.4%)	Imbalance
`last_load_dttm` is highly imbalanced (99.6%)	Imbalance
`sitepostno` has 1764 (24.4%) missing values	Missing
`sitewhladdr` has 143 (2.0%) missing values	Missing
`rdnwhladdr` has 349 (4.8%) missing values	Missing
`dcbymd` has 3919 (54.2%) missing values	Missing
`x` has 133 (1.8%) missing values	Missing
`y` has 133 (1.8%) missing values	Missing
`bdngyarea` has 3337 (46.2%) missing values	Missing
`opnsfteamcode` is highly skewed (γ1 = -21.75812187)	Skewed
`apvpermymd` is highly skewed (γ1 = -59.00075817)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-17 21:55:18.593141
Analysis finished	2024-04-17 21:55:20.473385
Duration	1.88 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Text

UNIQUE

Distinct	7225
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

Length

Max length	9
Median length	4
Mean length	3.8840138
Min length	1

Characters and Unicode

Total characters	28062
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	7225 ?
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%
4852	1	< 0.1%
4833	1	< 0.1%
4832	1	< 0.1%
4831	1	< 0.1%
4830	1	< 0.1%
4829	1	< 0.1%
4828	1	< 0.1%
4827	1	< 0.1%
4826	1	< 0.1%
Other values (7216)	7216	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	3514	12.5%
3	3261	11.6%
2	3257	11.6%
4	3208	11.4%
5	3207	11.4%
6	2965	10.6%
7	2224	7.9%
8	2141	7.6%
0	2139	7.6%
9	2137	7.6%
Other values (9)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28053	> 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	3514	12.5%
3	3261	11.6%
2	3257	11.6%
4	3208	11.4%
5	3207	11.4%
6	2965	10.6%
7	2224	7.9%
8	2141	7.6%
0	2139	7.6%
9	2137	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	28054	> 99.9%
Latin	8	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3514	12.5%
3	3261	11.6%
2	3257	11.6%
4	3208	11.4%
5	3207	11.4%
6	2965	10.6%
7	2224	7.9%
8	2141	7.6%
0	2139	7.6%
9	2137	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	28062	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3514	12.5%
3	3261	11.6%
2	3257	11.6%
4	3208	11.4%
5	3207	11.4%
6	2965	10.6%
7	2224	7.9%
8	2141	7.6%
0	2139	7.6%
9	2137	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	3326792.4

Minimum	614853
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.6 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	50197.955
Coefficient of variation (CV)	0.015088996
Kurtosis	1177.9975
Mean	3326792.4
Median Absolute Deviation (MAD)	30000
Skewness	-21.758122
Sum	2.4036075 × 10¹⁰
Variance	2.5198347 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3300000	833	11.5%
3290000	771	10.7%
3330000	701	9.7%
3310000	694	9.6%
3340000	614	8.5%
3350000	588	8.1%
3390000	506	7.0%
3320000	481	6.7%
3370000	407	5.6%
3380000	318	4.4%
Other values (7)	1312	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	235	3.3%
3290000	771	10.7%
3300000	833	11.5%
3310000	694	9.6%
3320000	481	6.7%
3330000	701	9.7%

Value	Count	Frequency (%)
3400000	275	3.8%
3390000	506	7.0%
3380000	318	4.4%
3370000	407	5.6%
3360000	224	3.1%
3350000	588	8.1%
3340000	614	8.5%
3330000	701	9.7%
3320000	481	6.7%
3310000	694	9.6%

mgtno
Text

Distinct	1778
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

Length

Max length	28
Median length	20
Mean length	20.001107
Min length	20

Characters and Unicode

Total characters	144508
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%
cdfh3301082015000001	16	0.2%
cdfh3301082003000002	16	0.2%
cdfh3301062015000001	16	0.2%
cdfh3301082009000006	16	0.2%
cdfh3301082016000001	16	0.2%
cdfh3301082009000003	16	0.2%
cdfh3301082017000001	16	0.2%
cdfh3301082009000001	16	0.2%
cdfh3301082003000001	16	0.2%
Other values (1772)	7068	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	58870	40.7%
3	16482	11.4%
1	14318	9.9%
2	9474	6.6%
C	7224	5.0%
D	7224	5.0%
F	7224	5.0%
H	7224	5.0%
9	4474	3.1%
8	4455	3.1%
Other values (21)	7539	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	115589	80.0%
Uppercase Letter	28896	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	58870	50.9%
3	16482	14.3%
1	14318	12.4%
2	9474	8.2%
9	4474	3.9%
8	4455	3.9%
6	2627	2.3%
5	2216	1.9%
4	1449	1.3%
7	1224	1.1%

Uppercase Letter

Value	Count	Frequency (%)
C	7224	25.0%
D	7224	25.0%
F	7224	25.0%
H	7224	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	115597	80.0%
Latin	28896	20.0%
Hangul	15	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	58870	50.9%
3	16482	14.3%
1	14318	12.4%
2	9474	8.2%
9	4474	3.9%
8	4455	3.9%
6	2627	2.3%
5	2216	1.9%
4	1449	1.3%
7	1224	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	7224	25.0%
D	7224	25.0%
F	7224	25.0%
H	7224	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144493	> 99.9%
Hangul	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	58870	40.7%
3	16482	11.4%
1	14318	9.9%
2	9474	6.6%
C	7224	5.0%
D	7224	5.0%
F	7224	5.0%
H	7224	5.0%
9	4474	3.1%
8	4455	3.1%
Other values (8)	7524	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	56.6 KiB

10_32_01_P	3052
10_41_01_P	1728
10_42_01_P	1384
10_31_01_P	919
10_35_01_P	95
Other values (5)	47

Length

Max length	10
Median length	10
Mean length	9.999308
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	3052	42.2%
10_41_01_P	1728	23.9%
10_42_01_P	1384	19.2%
10_31_01_P	919	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	3052	42.2%
10_41_01_p	1728	23.9%
10_42_01_p	1384	19.2%
10_31_01_p	919	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	56.6 KiB

I	7189
U	35
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1

Length

Max length	31
Median length	1
Mean length	1.0041522
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	7189	99.5%
U	35	0.5%
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7189	99.4%
u	35	0.5%
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	263
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

Minimum	2013-12-05 00:00:00
Maximum	2021-02-28 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	56.6 KiB

<NA>	6746
체력단련장업	183
당구장업	107
체육도장업	99
골프연습장업	63
Other values (5)	27

Length

Max length	7
Median length	4
Mean length	4.0853979
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>	6746	93.4%
체력단련장업	183	2.5%
당구장업	107	1.5%
체육도장업	99	1.4%
골프연습장업	63	0.9%
수영장업	9	0.1%
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	6746	93.4%
체력단련장업	183	2.5%
당구장업	107	1.5%
체육도장업	99	1.4%
골프연습장업	63	0.9%
수영장업	9	0.1%
무도학원업	8	0.1%
종합체육시설업	6	0.1%
썰매장업	3	< 0.1%
무도장업	1	< 0.1%

bplcnm
Text

Distinct	5429
Distinct (%)	75.2%
Missing	1
Missing (%)	< 0.1%
Memory size	56.6 KiB

Length

Max length	28
Median length	27
Mean length	6.6515781
Min length	1

Characters and Unicode

Total characters	48051
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	4542 ?
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	252	2.7%
당구클럽	239	2.6%
태권도	115	1.2%
휘트니스	82	0.9%
태권도장	62	0.7%
골프	52	0.6%
스크린골프	43	0.5%
헬스	39	0.4%
골프연습장	36	0.4%
스크린	35	0.4%
Other values (5494)	8362	89.7%

Most occurring characters

Value	Count	Frequency (%)
구	2974	6.2%
당	2942	6.1%
장	2729	5.7%
스	2167	4.5%
	2093	4.4%
럽	1180	2.5%
클	1179	2.5%
도	1092	2.3%
관	989	2.1%
프	909	1.9%
Other values (743)	29797	62.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42588	88.6%
Space Separator	2093	4.4%
Uppercase Letter	1880	3.9%
Lowercase Letter	469	1.0%
Decimal Number	389	0.8%
Close Punctuation	231	0.5%
Open Punctuation	230	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	2974	7.0%
당	2942	6.9%
장	2729	6.4%
스	2167	5.1%
럽	1180	2.8%
클	1179	2.8%
도	1092	2.6%
관	989	2.3%
프	909	2.1%
골	862	2.0%
Other values (660)	25565	60.0%

Uppercase Letter

Value	Count	Frequency (%)
M	140	7.4%
S	131	7.0%
G	127	6.8%
P	127	6.8%
T	119	6.3%
A	117	6.2%
K	115	6.1%
O	100	5.3%
I	97	5.2%
J	96	5.1%
Other values (16)	711	37.8%

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%
t	23	4.9%
r	23	4.9%
y	22	4.7%
Other values (15)	130	27.7%

Decimal Number

Value	Count	Frequency (%)
2	140	36.0%
0	64	16.5%
1	59	15.2%
3	29	7.5%
5	28	7.2%
7	23	5.9%
4	20	5.1%
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 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 (%)
	2093	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	231	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	230	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	42585	88.6%
Common	3108	6.5%
Latin	2355	4.9%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	2974	7.0%
당	2942	6.9%
장	2729	6.4%
스	2167	5.1%
럽	1180	2.8%
클	1179	2.8%
도	1092	2.6%
관	989	2.3%
프	909	2.1%
골	862	2.0%
Other values (657)	25562	60.0%

Latin

Value	Count	Frequency (%)
M	140	5.9%
S	131	5.6%
G	127	5.4%
P	127	5.4%
T	119	5.1%
A	117	5.0%
K	115	4.9%
O	100	4.2%
I	97	4.1%
J	96	4.1%
Other values (43)	1186	50.4%

Common

Value	Count	Frequency (%)
	2093	67.3%
)	231	7.4%
(	230	7.4%
2	140	4.5%
0	64	2.1%
.	64	2.1%
1	59	1.9%
&	53	1.7%
3	29	0.9%
5	28	0.9%
Other values (20)	117	3.8%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42585	88.6%
ASCII	5445	11.3%
None	8	< 0.1%
Number Forms	6	< 0.1%
CJK	3	< 0.1%
Specials	1	< 0.1%
Enclosed Alphanum	1	< 0.1%
Arrows	1	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	2974	7.0%
당	2942	6.9%
장	2729	6.4%
스	2167	5.1%
럽	1180	2.8%
클	1179	2.8%
도	1092	2.6%
관	989	2.3%
프	909	2.1%
골	862	2.0%
Other values (657)	25562	60.0%

ASCII

Value	Count	Frequency (%)
	2093	38.4%
)	231	4.2%
(	230	4.2%
2	140	2.6%
M	140	2.6%
S	131	2.4%
G	127	2.3%
P	127	2.3%
T	119	2.2%
A	117	2.1%
Other values (64)	1990	36.5%

Number Forms

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

None

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

CJK

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

Specials

Value	Count	Frequency (%)
�	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
②	1	100.0%

Arrows

Value	Count	Frequency (%)
⇒	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

sitepostno
Text

MISSING

Distinct	871
Distinct (%)	15.9%
Missing	1764
Missing (%)	24.4%
Memory size	56.6 KiB

Length

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

Characters and Unicode

Total characters	32766
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	233 ?
Unique (%)	4.3%

Sample

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

Value	Count	Frequency (%)
608805	66	1.2%
지번우편번호	55	1.0%
616852	53	1.0%
604851	52	1.0%
609839	49	0.9%
619963	43	0.8%
608810	42	0.8%
607815	41	0.8%
619905	39	0.7%
619903	39	0.7%
Other values (861)	4982	91.2%

Most occurring characters

Value	Count	Frequency (%)
6	6630	20.2%
8	5711	17.4%
0	5429	16.6%
1	4835	14.8%
2	2309	7.0%
4	1888	5.8%
7	1787	5.5%
3	1715	5.2%
9	1268	3.9%
5	862	2.6%
Other values (6)	332	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32434	99.0%
Other Letter	330	1.0%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	6630	20.4%
8	5711	17.6%
0	5429	16.7%
1	4835	14.9%
2	2309	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	110	33.3%
지	55	16.7%
우	55	16.7%
편	55	16.7%
호	55	16.7%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32436	99.0%
Hangul	330	1.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	6630	20.4%
8	5711	17.6%
0	5429	16.7%
1	4835	14.9%
2	2309	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	110	33.3%
지	55	16.7%
우	55	16.7%
편	55	16.7%
호	55	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32436	99.0%
Hangul	330	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	6630	20.4%
8	5711	17.6%
0	5429	16.7%
1	4835	14.9%
2	2309	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	110	33.3%
지	55	16.7%
우	55	16.7%
편	55	16.7%
호	55	16.7%

sitewhladdr
Text

MISSING

Distinct	6016
Distinct (%)	84.9%
Missing	143
Missing (%)	2.0%
Memory size	56.6 KiB

Length

Max length	73
Median length	51
Mean length	25.175798
Min length	14

Characters and Unicode

Total characters	178295
Distinct characters	460
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	5203 ?
Unique (%)	73.5%

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	7082	21.6%
동래구	833	2.5%
부산진구	770	2.3%
해운대구	691	2.1%
남구	682	2.1%
금정구	585	1.8%
사하구	571	1.7%
사상구	500	1.5%
북구	477	1.5%
3층	460	1.4%
Other values (6259)	20193	61.5%

Most occurring characters

Value	Count	Frequency (%)
	32344	18.1%
부	8394	4.7%
동	8363	4.7%
산	8320	4.7%
1	7534	4.2%
지	7376	4.1%
광	7253	4.1%
시	7152	4.0%
역	7087	4.0%
구	7060	4.0%
Other values (450)	77412	43.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	102661	57.6%
Decimal Number	36042	20.2%
Space Separator	32344	18.1%
Dash Punctuation	6389	3.6%
Uppercase Letter	252	0.1%
Other Punctuation	243	0.1%
Open Punctuation	161	0.1%
Close Punctuation	160	0.1%
Math Symbol	35	< 0.1%
Lowercase Letter	7	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	8394	8.2%
동	8363	8.1%
산	8320	8.1%
지	7376	7.2%
광	7253	7.1%
시	7152	7.0%
역	7087	6.9%
구	7060	6.9%
번	6899	6.7%
층	1812	1.8%
Other values (399)	32945	32.1%

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%
T	8	3.2%
Other values (12)	57	22.6%

Decimal Number

Value	Count	Frequency (%)
1	7534	20.9%
2	5131	14.2%
3	4348	12.1%
4	3625	10.1%
5	3221	8.9%
0	2866	8.0%
6	2535	7.0%
7	2505	7.0%
8	2250	6.2%
9	2027	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%
k	1	14.3%
b	1	14.3%
g	1	14.3%

Space Separator

Value	Count	Frequency (%)
	32344	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6389	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	161	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	160	100.0%

Math Symbol

Value	Count	Frequency (%)
~	35	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	102660	57.6%
Common	75374	42.3%
Latin	260	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	8394	8.2%
동	8363	8.1%
산	8320	8.1%
지	7376	7.2%
광	7253	7.1%
시	7152	7.0%
역	7087	6.9%
구	7060	6.9%
번	6899	6.7%
층	1812	1.8%
Other values (398)	32944	32.1%

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%
T	8	3.1%
Other values (18)	65	25.0%

Common

Value	Count	Frequency (%)
	32344	42.9%
1	7534	10.0%
-	6389	8.5%
2	5131	6.8%
3	4348	5.8%
4	3625	4.8%
5	3221	4.3%
0	2866	3.8%
6	2535	3.4%
7	2505	3.3%
Other values (13)	4876	6.5%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	102660	57.6%
ASCII	75630	42.4%
None	3	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	32344	42.8%
1	7534	10.0%
-	6389	8.4%
2	5131	6.8%
3	4348	5.7%
4	3625	4.8%
5	3221	4.3%
0	2866	3.8%
6	2535	3.4%
7	2505	3.3%
Other values (38)	5132	6.8%

Hangul

Value	Count	Frequency (%)
부	8394	8.2%
동	8363	8.1%
산	8320	8.1%
지	7376	7.2%
광	7253	7.1%
시	7152	7.0%
역	7087	6.9%
구	7060	6.9%
번	6899	6.7%
층	1812	1.8%
Other values (398)	32944	32.1%

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)

Distinct	1161
Distinct (%)	16.1%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	48366.815

Minimum	13
Maximum	49524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.6 KiB

Quantile statistics

Minimum	13
5-th percentile	46278
Q1	47803
median	48947
Q3	48947
95-th percentile	48984
Maximum	49524
Range	49511
Interquartile range (IQR)	1144

Descriptive statistics

Standard deviation	1085.1179
Coefficient of variation (CV)	0.022435173
Kurtosis	545.10578
Mean	48366.815
Median Absolute Deviation (MAD)	0
Skewness	-12.995669
Sum	3.4930514 × 10⁸
Variance	1177480.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48947	4072	56.4%
46726	60	0.8%
46759	23	0.3%
46764	20	0.3%
48111	17	0.2%
46061	16	0.2%
46015	16	0.2%
46765	15	0.2%
46230	15	0.2%
47229	14	0.2%
Other values (1151)	2954	40.9%

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	16	0.2%

Value	Count	Frequency (%)
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%
49511	6	0.1%

rdnwhladdr
Text

MISSING

Distinct	6242
Distinct (%)	90.8%
Missing	349
Missing (%)	4.8%
Memory size	56.6 KiB

Length

Max length	70
Median length	55
Mean length	29.304392
Min length	3

Characters and Unicode

Total characters	201497
Distinct characters	528
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	5727 ?
Unique (%)	83.3%

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	6875	17.8%
동래구	787	2.0%
부산진구	753	1.9%
해운대구	683	1.8%
남구	651	1.7%
사하구	597	1.5%
금정구	570	1.5%
사상구	474	1.2%
북구	462	1.2%
3층	459	1.2%
Other values (4836)	26308	68.1%

Most occurring characters

Value	Count	Frequency (%)
	34514	17.1%
동	8798	4.4%
산	8264	4.1%
부	8230	4.1%
시	7277	3.6%
광	7248	3.6%
구	6982	3.5%
역	6881	3.4%
로	6787	3.4%
(	6767	3.4%
Other values (518)	99749	49.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	118329	58.7%
Space Separator	34514	17.1%
Decimal Number	29570	14.7%
Open Punctuation	6769	3.4%
Close Punctuation	6767	3.4%
Other Punctuation	4426	2.2%
Dash Punctuation	817	0.4%
Uppercase Letter	245	0.1%
Math Symbol	41	< 0.1%
Lowercase Letter	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	8798	7.4%
산	8264	7.0%
부	8230	7.0%
시	7277	6.1%
광	7248	6.1%
구	6982	5.9%
역	6881	5.8%
로	6787	5.7%
대	3129	2.6%
길	2542	2.1%
Other values (458)	52191	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%
G	6	2.4%
N	6	2.4%
P	6	2.4%
Other values (13)	45	18.4%

Decimal Number

Value	Count	Frequency (%)
1	5923	20.0%
2	4757	16.1%
3	3730	12.6%
4	2815	9.5%
0	2578	8.7%
5	2433	8.2%
6	2146	7.3%
7	1856	6.3%
8	1735	5.9%
9	1597	5.4%

Lowercase Letter

Value	Count	Frequency (%)
e	4	22.2%
b	3	16.7%
s	2	11.1%
k	2	11.1%
a	2	11.1%
z	1	5.6%
l	1	5.6%
w	1	5.6%
i	1	5.6%
v	1	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	4386	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 (%)
(	6767	> 99.9%
[	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	6765	> 99.9%
]	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	34514	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	817	100.0%

Math Symbol

Value	Count	Frequency (%)
~	41	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	118328	58.7%
Common	82904	41.1%
Latin	264	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	8798	7.4%
산	8264	7.0%
부	8230	7.0%
시	7277	6.1%
광	7248	6.1%
구	6982	5.9%
역	6881	5.8%
로	6787	5.7%
대	3129	2.6%
길	2542	2.1%
Other values (457)	52190	44.1%

Latin

Value	Count	Frequency (%)
B	87	33.0%
A	23	8.7%
S	20	7.6%
K	18	6.8%
C	14	5.3%
I	12	4.5%
E	8	3.0%
G	6	2.3%
N	6	2.3%
P	6	2.3%
Other values (24)	64	24.2%

Common

Value	Count	Frequency (%)
	34514	41.6%
(	6767	8.2%
)	6765	8.2%
1	5923	7.1%
2	4757	5.7%
,	4386	5.3%
3	3730	4.5%
4	2815	3.4%
0	2578	3.1%
5	2433	2.9%
Other values (16)	8236	9.9%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	118328	58.7%
ASCII	83162	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 (%)
	34514	41.5%
(	6767	8.1%
)	6765	8.1%
1	5923	7.1%
2	4757	5.7%
,	4386	5.3%
3	3730	4.5%
4	2815	3.4%
0	2578	3.1%
5	2433	2.9%
Other values (47)	8494	10.2%

Hangul

Value	Count	Frequency (%)
동	8798	7.4%
산	8264	7.0%
부	8230	7.0%
시	7277	6.1%
광	7248	6.1%
구	6982	5.9%
역	6881	5.8%
로	6787	5.7%
대	3129	2.6%
길	2542	2.1%
Other values (457)	52190	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	4243
Distinct (%)	58.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	20052823

Minimum	388631.59
Maximum	20210226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.6 KiB

Quantile statistics

Minimum	388631.59
5-th percentile	19921041
Q1	20000406
median	20051123
Q3	20111210
95-th percentile	20190412
Maximum	20210226
Range	19821594
Interquartile range (IQR)	110804.5

Descriptive statistics

Standard deviation	272486.25
Coefficient of variation (CV)	0.013588424
Kurtosis	4011.7069
Mean	20052823
Median Absolute Deviation (MAD)	59693
Skewness	-59.000758
Sum	1.4486159 × 10¹¹
Variance	7.4248759 × 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%
19891116.0	12	0.2%
20030210.0	12	0.2%
20191213.0	11	0.2%
Other values (4233)	6837	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 (%)
20210226.0	6	0.1%
20210224.0	2	< 0.1%
20210223.0	1	< 0.1%
20210222.0	1	< 0.1%
20210218.0	1	< 0.1%
20210217.0	2	< 0.1%
20210216.0	2	< 0.1%
20210209.0	1	< 0.1%
20210205.0	2	< 0.1%
20210203.0	1	< 0.1%

dcbymd
Text

MISSING

Distinct	1861
Distinct (%)	56.3%
Missing	3919
Missing (%)	54.2%
Memory size	56.6 KiB

Length

Max length	20
Median length	8
Mean length	7.9370841
Min length	4

Characters and Unicode

Total characters	26240
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	1314 ?
Unique (%)	39.7%

Sample

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

Value	Count	Frequency (%)
20180302	96	2.9%
20040504	65	2.0%
폐업일자	55	1.7%
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 (1851)	2855	86.4%

Most occurring characters

Value	Count	Frequency (%)
0	8555	32.6%
2	5319	20.3%
1	5088	19.4%
3	1291	4.9%
4	1032	3.9%
9	996	3.8%
7	988	3.8%
8	965	3.7%
5	951	3.6%
6	832	3.2%
Other values (6)	223	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26017	99.2%
Other Letter	220	0.8%
Space Separator	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8555	32.9%
2	5319	20.4%
1	5088	19.6%
3	1291	5.0%
4	1032	4.0%
9	996	3.8%
7	988	3.8%
8	965	3.7%
5	951	3.7%
6	832	3.2%

Other Letter

Value	Count	Frequency (%)
폐	55	25.0%
업	55	25.0%
일	55	25.0%
자	55	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	26020	99.2%
Hangul	220	0.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8555	32.9%
2	5319	20.4%
1	5088	19.6%
3	1291	5.0%
4	1032	4.0%
9	996	3.8%
7	988	3.8%
8	965	3.7%
5	951	3.7%
6	832	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	55	25.0%
업	55	25.0%
일	55	25.0%
자	55	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26020	99.2%
Hangul	220	0.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8555	32.9%
2	5319	20.4%
1	5088	19.6%
3	1291	5.0%
4	1032	4.0%
9	996	3.8%
7	988	3.8%
8	965	3.7%
5	951	3.7%
6	832	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	55	25.0%
업	55	25.0%
일	55	25.0%
자	55	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	7155
휴업시작일자	55
20180808	2
20180701	1
20090701	1
Other values (11)	11

Length

Max length	14
Median length	4
Mean length	4.0243599
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>	7155	99.0%
휴업시작일자	55	0.8%
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	7155	99.0%
휴업시작일자	55	0.8%
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	56.6 KiB

<NA>	7156
휴업종료일자	55
20190630	2
20181231	1
20110630	1
Other values (10)	10

Length

Max length	8
Median length	4
Mean length	4.0229758
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>	7156	99.0%
휴업종료일자	55	0.8%
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	7156	99.0%
휴업종료일자	55	0.8%
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	56.6 KiB

<NA>	7169
재개업일자	55
051-123-1234	1

Length

Max length	12
Median length	4
Mean length	4.0087197
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>	7169	99.2%
재개업일자	55	0.8%
051-123-1234	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7169	99.2%
재개업일자	55	0.8%
051-123-1234	1	< 0.1%

trdstatenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

13	3364
03	2962
영업/정상	467
35	402
02	14
Other values (5)	16

Length

Max length	5
Median length	2
Mean length	2.1964014
Min length	2

Unique

Unique	3 ?
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	3364	46.6%
03	2962	41.0%
영업/정상	467	6.5%
35	402	5.6%
02	14	0.2%
<NA>	8	0.1%
폐업	5	0.1%
32	1	< 0.1%
33	1	< 0.1%
영업상태	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
13	3364	46.6%
03	2962	41.0%
영업/정상	467	6.5%
35	402	5.6%
02	14	0.2%
na	8	0.1%
폐업	5	0.1%
32	1	< 0.1%
33	1	< 0.1%
영업상태	1	< 0.1%

dtlstatenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

영업중	3838
폐업	2967
직권말소	402
휴업	14
<NA>	2
Other values (2)	2

Length

Max length	4
Median length	3
Mean length	2.6435986
Min length	2

Unique

Unique	2 ?
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	3838	53.1%
폐업	2967	41.1%
직권말소	402	5.6%
휴업	14	0.2%
<NA>	2	< 0.1%
신고취소	1	< 0.1%
지정취소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	3838	53.1%
폐업	2967	41.1%
직권말소	402	5.6%
휴업	14	0.2%
na	2	< 0.1%
신고취소	1	< 0.1%
지정취소	1	< 0.1%

x
Text

MISSING

Distinct	5051
Distinct (%)	71.2%
Missing	133
Missing (%)	1.8%
Memory size	56.6 KiB

Length

Max length	20
Median length	20
Mean length	19.993796
Min length	2

Characters and Unicode

Total characters	141796
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	3687 ?
Unique (%)	52.0%

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%
385599.32170700000	9	0.1%
373579.04761500000	9	0.1%
392607.54573000000	8	0.1%
390129.64468900000	8	0.1%
393357.80475400000	8	0.1%
395308.61045334	8	0.1%
383255.80791500000	7	0.1%
387962.62914200000	7	0.1%
387811.67602200000	7	0.1%
Other values (5041)	7010	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	38737	27.3%
	17651	12.4%
3	13955	9.8%
8	11180	7.9%
9	9793	6.9%
7	7768	5.5%
1	7489	5.3%
2	7253	5.1%
4	7179	5.1%
.	7010	4.9%
Other values (11)	13781	9.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117119	82.6%
Space Separator	17651	12.4%
Other Punctuation	7010	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	38737	33.1%
3	13955	11.9%
8	11180	9.5%
9	9793	8.4%
7	7768	6.6%
1	7489	6.4%
2	7253	6.2%
4	7179	6.1%
5	7006	6.0%
6	6759	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 (%)
	17651	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7010	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	141784	> 99.9%
Hangul	10	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38737	27.3%
	17651	12.4%
3	13955	9.8%
8	11180	7.9%
9	9793	6.9%
7	7768	5.5%
1	7489	5.3%
2	7253	5.1%
4	7179	5.1%
.	7010	4.9%
Other values (4)	13769	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	141786	> 99.9%
Hangul	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38737	27.3%
	17651	12.4%
3	13955	9.8%
8	11180	7.9%
9	9793	6.9%
7	7768	5.5%
1	7489	5.3%
2	7253	5.1%
4	7179	5.1%
.	7010	4.9%
Other values (5)	13771	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	5050
Distinct (%)	71.2%
Missing	133
Missing (%)	1.8%
Memory size	56.6 KiB

Length

Max length	20
Median length	20
Mean length	19.99436
Min length	6

Characters and Unicode

Total characters	141800
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	3687 ?
Unique (%)	52.0%

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%
187606.00717200000	9	0.1%
191804.07825600000	8	0.1%
186564.639113751	8	0.1%
183803.94132300000	8	0.1%
197260.59223600000	8	0.1%
188403.67614400000	7	0.1%
194331.52968600000	7	0.1%
190262.68201300000	7	0.1%
Other values (5040)	7010	98.8%

Most occurring characters

Value	Count	Frequency (%)
0	38529	27.2%
	17626	12.4%
1	14274	10.1%
8	10913	7.7%
9	9758	6.9%
7	8241	5.8%
6	7308	5.2%
4	7208	5.1%
5	7042	5.0%
.	7010	4.9%
Other values (15)	13891	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117144	82.6%
Space Separator	17626	12.4%
Other Punctuation	7010	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	38529	32.9%
1	14274	12.2%
8	10913	9.3%
9	9758	8.3%
7	8241	7.0%
6	7308	6.2%
4	7208	6.2%
5	7042	6.0%
2	6936	5.9%
3	6935	5.9%

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 (%)
	17626	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7010	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	141784	> 99.9%
Hangul	14	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38529	27.2%
	17626	12.4%
1	14274	10.1%
8	10913	7.7%
9	9758	6.9%
7	8241	5.8%
6	7308	5.2%
4	7208	5.1%
5	7042	5.0%
.	7010	4.9%
Other values (4)	13875	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	141786	> 99.9%
Hangul	14	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38529	27.2%
	17626	12.4%
1	14274	10.1%
8	10913	7.7%
9	9758	6.9%
7	8241	5.8%
6	7308	5.2%
4	7208	5.1%
5	7042	5.0%
.	7010	4.9%
Other values (5)	13877	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	7040
Distinct (%)	97.5%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.0131401 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210226 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	63.6 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0031112 × 10¹³
Q1	2.0110111 × 10¹³
median	2.0140515 × 10¹³
Q3	2.0170418 × 10¹³
95-th percentile	2.019051 × 10¹³
Maximum	2.0210226 × 10¹³
Range	1.8920804 × 10¹¹
Interquartile range (IQR)	6.0306953 × 10¹⁰

Descriptive statistics

Standard deviation	4.6909171 × 10¹⁰
Coefficient of variation (CV)	0.0023301493
Kurtosis	-0.51100903
Mean	2.0131401 × 10¹³
Median Absolute Deviation (MAD)	3.019198 × 10¹⁰
Skewness	-0.64279765
Sum	1.4540911 × 10¹⁷
Variance	2.2004703 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021018132120	62	0.9%
20190809140635	3	< 0.1%
20200508134225	3	< 0.1%
20190809132354	3	< 0.1%
20200710161620	3	< 0.1%
20191018101519	3	< 0.1%
20191108144420	3	< 0.1%
20191115090310	3	< 0.1%
20191115162448	3	< 0.1%
20191115140601	3	< 0.1%
Other values (7030)	7134	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 (%)
20210226174329	1	< 0.1%
20210226153908	2	< 0.1%
20210226140220	1	< 0.1%
20210226111447	2	< 0.1%
20210226103639	1	< 0.1%
20210226094133	2	< 0.1%
20210226092516	1	< 0.1%
20210226092444	1	< 0.1%
20210226091820	1	< 0.1%
20210224155610	1	< 0.1%

uptaenm
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	6636
태권도	366
권투	52
업태구분명	43
유도	38
Other values (4)	90

Length

Max length	5
Median length	4
Mean length	3.9118339
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>	6636	91.8%
태권도	366	5.1%
권투	52	0.7%
업태구분명	43	0.6%
유도	38	0.5%
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	6636	91.8%
태권도	366	5.1%
권투	52	0.7%
업태구분명	43	0.6%
유도	38	0.5%
합기도	38	0.5%
검도	37	0.5%
레슬링	8	0.1%
우슈	7	0.1%

sitetel
Categorical

IMBALANCE

Distinct	40
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

051-123-1234	7113
<NA>	58
전화번호	11
051-731-1469	2
051)515-1369	2
Other values (35)	39

Length

Max length	13
Median length	12
Mean length	11.920554
Min length	4

Unique

Unique	31 ?
Unique (%)	0.4%

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

Common Values

Value	Count	Frequency (%)
051-123-1234	7113	98.4%
<NA>	58	0.8%
전화번호	11	0.2%
051-731-1469	2	< 0.1%
051)515-1369	2	< 0.1%
051-905-0444	2	< 0.1%
051-582-8779	2	< 0.1%
051-925-0909	2	< 0.1%
051-723-5896	2	< 0.1%
051-758-1012	1	< 0.1%
Other values (30)	30	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	7113	98.4%
na	58	0.8%
전화번호	11	0.2%
051-731-1469	2	< 0.1%
051)515-1369	2	< 0.1%
051-905-0444	2	< 0.1%
051-582-8779	2	< 0.1%
051-925-0909	2	< 0.1%
051-723-5896	2	< 0.1%
051-703-7274	1	< 0.1%
Other values (30)	30	0.4%

bdngdngnum
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	5780
1	1037
0	309
건축물동수	54
2	24
Other values (6)	21

Length

Max length	5
Median length	4
Mean length	3.4303114
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>	5780	80.0%
1	1037	14.4%
0	309	4.3%
건축물동수	54	0.7%
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	5780	80.0%
1	1037	14.4%
0	309	4.3%
건축물동수	54	0.7%
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	2881
Distinct (%)	74.1%
Missing	3337
Missing (%)	46.2%
Memory size	56.6 KiB

Length

Max length	9
Median length	8
Mean length	5.1296296
Min length	1

Characters and Unicode

Total characters	19944
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	2541 ?
Unique (%)	65.4%

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	7.9%
1	85	2.2%
건축물연면적	37	1.0%
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 (2871)	3323	85.5%

Most occurring characters

Value	Count	Frequency (%)
.	2935	14.7%
1	2822	14.1%
2	1916	9.6%
9	1657	8.3%
4	1632	8.2%
3	1562	7.8%
8	1525	7.6%
5	1465	7.3%
0	1419	7.1%
6	1409	7.1%
Other values (7)	1602	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16787	84.2%
Other Punctuation	2935	14.7%
Other Letter	222	1.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2822	16.8%
2	1916	11.4%
9	1657	9.9%
4	1632	9.7%
3	1562	9.3%
8	1525	9.1%
5	1465	8.7%
0	1419	8.5%
6	1409	8.4%
7	1380	8.2%

Other Letter

Value	Count	Frequency (%)
면	37	16.7%
연	37	16.7%
물	37	16.7%
축	37	16.7%
건	37	16.7%
적	37	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	2935	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19722	98.9%
Hangul	222	1.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2935	14.9%
1	2822	14.3%
2	1916	9.7%
9	1657	8.4%
4	1632	8.3%
3	1562	7.9%
8	1525	7.7%
5	1465	7.4%
0	1419	7.2%
6	1409	7.1%

Hangul

Value	Count	Frequency (%)
면	37	16.7%
연	37	16.7%
물	37	16.7%
축	37	16.7%
건	37	16.7%
적	37	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19722	98.9%
Hangul	222	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2935	14.9%
1	2822	14.3%
2	1916	9.7%
9	1657	8.4%
4	1632	8.3%
3	1562	7.9%
8	1525	7.7%
5	1465	7.4%
0	1419	7.2%
6	1409	7.1%

Hangul

Value	Count	Frequency (%)
면	37	16.7%
연	37	16.7%
물	37	16.7%
축	37	16.7%
건	37	16.7%
적	37	16.7%

puprsenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

사립	7183
<NA>	33
공립	6
공사립구분명	2
2021-03-01 05:22:03	1

Length

Max length	19
Median length	2
Mean length	2.0125952
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	7183	99.4%
<NA>	33	0.5%
공립	6	0.1%
공사립구분명	2	< 0.1%
2021-03-01 05:22:03	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	7183	99.4%
na	33	0.5%
공립	6	0.1%
공사립구분명	2	< 0.1%
2021-03-01	1	< 0.1%
05:22:03	1	< 0.1%

culphyedcobnm
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

당구장업	3052
체육도장업	1728
체력단련장업	1383
골프연습장업	919
수영장업	95
Other values (5)	48

Length

Max length	7
Median length	6
Mean length	4.8783391
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	3052	42.2%
체육도장업	1728	23.9%
체력단련장업	1383	19.1%
골프연습장업	919	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	3052	42.2%
체육도장업	1728	23.9%
체력단련장업	1383	19.1%
골프연습장업	919	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	56.6 KiB

<NA>	7170
법인명	55

Length

Max length	4
Median length	4
Mean length	3.9923875
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>	7170	99.2%
법인명	55	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7170	99.2%
법인명	55	0.8%

insurjnyncode
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	5189
0	1860
Y	102
보	53
1	21

Length

Max length	4
Median length	4
Mean length	3.1546021
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	71.8%
0	1860	25.7%
Y	102	1.4%
보	53	0.7%
1	21	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5189	71.8%
0	1860	25.7%
y	102	1.4%
보	53	0.7%
1	21	0.3%

drmkcobnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	7170
세부업종명	55

Length

Max length	5
Median length	4
Mean length	4.0076125
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>	7170	99.2%
세부업종명	55	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7170	99.2%
세부업종명	55	0.8%

ldercnt
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

<NA>	5800
1	1023
2	179
0	178
지도자수	38
Other values (4)	7

Length

Max length	4
Median length	4
Mean length	3.424083
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>	5800	80.3%
1	1023	14.2%
2	179	2.5%
0	178	2.5%
지도자수	38	0.5%
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	5800	80.3%
1	1023	14.2%
2	179	2.5%
0	178	2.5%
지도자수	38	0.5%
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	56.6 KiB

<NA>	7150
회원모집총인원	55
60	3
100	2
20	2
Other values (11)	13

Length

Max length	7
Median length	4
Mean length	4.0178547
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>	7150	99.0%
회원모집총인원	55	0.8%
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	7150	99.0%
회원모집총인원	55	0.8%
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
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.6 KiB

2021-03-01 05:22:03	7223
<NA>	2

Length

Max length	19
Median length	19
Mean length	18.995848
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-03-01 05:22:03
2nd row	2021-03-01 05:22:03
3rd row	2021-03-01 05:22:03
4th row	2021-03-01 05:22:03
5th row	2021-03-01 05:22:03

Common Values

Value	Count	Frequency (%)
2021-03-01 05:22:03	7223	> 99.9%
<NA>	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-03-01	7223	50.0%
05:22:03	7223	50.0%
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
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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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>	2021-03-01 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
7215	13783	3320000	CDFH3301022021000005	10_41_01_P	I	2021-02-25 00:23:01.0	체육도장업	동천백산무림관	지번우편번호	부산광역시 북구 구포동 897-27	46636	부산광역시 북구 백양대로 1024, 4층 (구포동)	20210223.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	381658.194682511	190465.957565087	20210223101618	합기도	051-333-2823	건축물동수	1094.76	사립	체육도장업	법인명	보	세부업종명	지도자수	회원모집총인원	2021-03-01 05:22:03
7216	13784	3350000	CDFH3301022021000003	10_41_01_P	I	2021-02-26 00:23:01.0	체육도장업	부산대 팀매드	지번우편번호	부산광역시 금정구 장전동 219-4	46283	부산광역시 금정구 금강로 338, 3층 (장전동)	20210224.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	389876.019381244	195192.894210528	20210224155610	권투	전화번호	건축물동수	1022.57	사립	체육도장업	법인명	보	세부업종명	지도자수	회원모집총인원	2021-03-01 05:22:03
7217	13785	3360000	CDFH3301052021000001	10_31_01_P	I	2021-02-26 00:23:01.0	골프연습장업	원스윙 골프아카데미	<NA>	부산광역시 강서구 명지동 3589-6 208호	46726	부산광역시 강서구 명지국제8로10번길 16, KB타워 2층 208호 (명지동)	20210224.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	373444.976539446	178660.577355392	20210224103122	<NA>	<NA>	<NA>	<NA>	사립	골프연습장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:22:03
7218	13786	3330000	CDFH3301062021000005	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	플레이 돔	지번우편번호	부산광역시 해운대구 중동 1090-5 3층	48097	부산광역시 해운대구 달맞이길 52, 3층 (중동)	20210226.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	397690.481074299	186809.657808258	20210226094133	업태구분명	051-731-1469	건축물동수	1770.43	사립	체력단련장업	법인명	보	세부업종명	1	회원모집총인원	2021-03-01 05:22:03
7219	13787	3300000	CDFH3301062021000004	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	몸이 좋아지는 PTT운동 트레이닝 샵	<NA>	부산광역시 동래구 안락동 629-81	47895	부산광역시 동래구 연안로51번길 77, 3층 (안락동)	20210226.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	391522.27387775	190296.574792989	20210226111447	<NA>	<NA>	<NA>	491.88	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:22:03
7220	13788	3400000	CDFH3301062021000003	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	골드웨이브	<NA>	부산광역시 기장군 일광면 삼성리 809-1 일광골드타워 601~3호	46048	부산광역시 기장군 일광면 해빛1로 74, 일광골드타워 6층 601~603호	20210226.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	<NA>	<NA>	20210226153908	<NA>	051-723-5896	1	8098.57	사립	체력단련장업	<NA>	<NA>	<NA>	1	<NA>	2021-03-01 05:22:03
7221	13789	3330000	CDFH3301062021000005	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	플레이 돔	지번우편번호	부산광역시 해운대구 중동 1090-5 3층	48097	부산광역시 해운대구 달맞이길 52, 3층 (중동)	20210226.0	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	397690.481074299	186809.657808258	20210226094133	업태구분명	051-731-1469	건축물동수	1770.43	사립	체력단련장업	법인명	보	세부업종명	1	회원모집총인원	2021-03-01 05:22:03
7222	13790	3300000	CDFH3301062021000004	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	몸이 좋아지는 PTT운동 트레이닝 샵	<NA>	부산광역시 동래구 안락동 629-81	47895	부산광역시 동래구 연안로51번길 77, 3층 (안락동)	20210226.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	391522.27387775	190296.574792989	20210226111447	<NA>	<NA>	<NA>	491.88	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:22:03
7223	13791	3400000	CDFH3301062021000003	10_42_01_P	I	2021-02-28 00:23:01.0	체력단련장업	골드웨이브	<NA>	부산광역시 기장군 일광면 삼성리 809-1 일광골드타워 601~3호	46048	부산광역시 기장군 일광면 해빛1로 74, 일광골드타워 6층 601~603호	20210226.0	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	<NA>	<NA>	20210226153908	<NA>	051-723-5896	1	8098.57	사립	체력단련장업	<NA>	<NA>	<NA>	1	<NA>	2021-03-01 05:22:03
7224	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>	2021-03-01 05:22:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

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 (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Letter Number

Math Symbol

Other Number

Other Symbol

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Number Forms

None

CJK

Specials

Enclosed Alphanum

Arrows

Letterlike Symbols

Most occurring characters

Most occurring categories