gimi9 Pandas Profiling

Dataset statistics

Number of variables	34
Number of observations	7270
Missing cells	9903
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	18
DateTime	1

Dataset

Description	2021-05-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052201203000

Alerts

`updategbn` is highly imbalanced (89.1%)	Imbalance
`opnsvcnm` is highly imbalanced (80.8%)	Imbalance
`clgstdt` is highly imbalanced (96.8%)	Imbalance
`clgenddt` is highly imbalanced (96.8%)	Imbalance
`ropnymd` is highly imbalanced (93.6%)	Imbalance
`trdstatenm` is highly imbalanced (54.0%)	Imbalance
`dtlstatenm` is highly imbalanced (57.7%)	Imbalance
`uptaenm` is highly imbalanced (81.0%)	Imbalance
`bdngdngnum` is highly imbalanced (71.4%)	Imbalance
`puprsenm` is highly imbalanced (97.6%)	Imbalance
`bupnm` is highly imbalanced (90.1%)	Imbalance
`insurjnyncode` is highly imbalanced (55.3%)	Imbalance
`drmkcobnm` is highly imbalanced (90.1%)	Imbalance
`ldercnt` is highly imbalanced (68.7%)	Imbalance
`memcolltotstfnum` is highly imbalanced (96.6%)	Imbalance
`last_load_dttm` is highly imbalanced (99.6%)	Imbalance
`sitepostno` has 1777 (24.4%) missing values	Missing
`sitewhladdr` has 141 (1.9%) missing values	Missing
`rdnwhladdr` has 349 (4.8%) missing values	Missing
`dcbymd` has 3904 (53.7%) missing values	Missing
`x` has 133 (1.8%) missing values	Missing
`y` has 133 (1.8%) missing values	Missing
`sitetel` has 108 (1.5%) missing values	Missing
`bdngyarea` has 3336 (45.9%) missing values	Missing
`opnsfteamcode` is highly skewed (γ1 = -21.7036597)	Skewed
`rdnpostno` is highly skewed (γ1 = 59.01486431)	Skewed
`apvpermymd` is highly skewed (γ1 = -59.01044049)	Skewed
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-17 21:56:12.363003
Analysis finished	2024-04-17 21:56:14.121438
Duration	1.76 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Text

UNIQUE

Distinct	7270
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	9
Median length	4
Mean length	3.8909216
Min length	1

Characters and Unicode

Total characters	28287
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	7270 ?
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%
4837	1	< 0.1%
4864	1	< 0.1%
4863	1	< 0.1%
4862	1	< 0.1%
4861	1	< 0.1%
4860	1	< 0.1%
4859	1	< 0.1%
4858	1	< 0.1%
4857	1	< 0.1%
Other values (7261)	7261	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	3573	12.6%
3	3318	11.7%
2	3272	11.6%
4	3213	11.4%
5	3212	11.4%
6	2970	10.5%
7	2236	7.9%
8	2182	7.7%
0	2153	7.6%
9	2149	7.6%
Other values (9)	9	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28278	> 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	3573	12.6%
3	3318	11.7%
2	3272	11.6%
4	3213	11.4%
5	3212	11.4%
6	2970	10.5%
7	2236	7.9%
8	2182	7.7%
0	2153	7.6%
9	2149	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	28279	> 99.9%
Latin	8	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3573	12.6%
3	3318	11.7%
2	3272	11.6%
4	3213	11.4%
5	3212	11.4%
6	2970	10.5%
7	2236	7.9%
8	2182	7.7%
0	2153	7.6%
9	2149	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	28287	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3573	12.6%
3	3318	11.7%
2	3272	11.6%
4	3213	11.4%
5	3212	11.4%
6	2970	10.5%
7	2236	7.9%
8	2182	7.7%
0	2153	7.6%
9	2149	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	3326853.5

Minimum	614853
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 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	50136.759
Coefficient of variation (CV)	0.015070324
Kurtosis	1176.5319
Mean	3326853.5
Median Absolute Deviation (MAD)	30000
Skewness	-21.70366
Sum	2.4186225 × 10¹⁰
Variance	2.5136946 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3300000	837	11.5%
3290000	776	10.7%
3330000	704	9.7%
3310000	699	9.6%
3340000	617	8.5%
3350000	594	8.2%
3390000	508	7.0%
3320000	483	6.6%
3370000	411	5.7%
3380000	319	4.4%
Other values (7)	1322	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	238	3.3%
3290000	776	10.7%
3300000	837	11.5%
3310000	699	9.6%
3320000	483	6.6%
3330000	704	9.7%

Value	Count	Frequency (%)
3400000	280	3.9%
3390000	508	7.0%
3380000	319	4.4%
3370000	411	5.7%
3360000	226	3.1%
3350000	594	8.2%
3340000	617	8.5%
3330000	704	9.7%
3320000	483	6.6%
3310000	699	9.6%

mgtno
Text

Distinct	1781
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Length

Max length	28
Median length	20
Mean length	20.0011
Min length	20

Characters and Unicode

Total characters	145408
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	691 ?
Unique (%)	9.5%

Sample

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

Value	Count	Frequency (%)
cdfh3301062019000002	17	0.2%
cdfh3301082003000001	16	0.2%
cdfh3301052009000001	16	0.2%
cdfh3301082003000002	16	0.2%
cdfh3301082010000002	16	0.2%
cdfh3301052010000001	16	0.2%
cdfh3301082010000001	16	0.2%
cdfh3301082016000001	16	0.2%
cdfh3301082014000001	16	0.2%
cdfh3301082009000005	16	0.2%
Other values (1775)	7113	97.8%

Most occurring characters

Value	Count	Frequency (%)
0	59230	40.7%
3	16578	11.4%
1	14422	9.9%
2	9592	6.6%
C	7269	5.0%
D	7269	5.0%
F	7269	5.0%
H	7269	5.0%
9	4474	3.1%
8	4462	3.1%
Other values (21)	7574	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	116309	80.0%
Uppercase Letter	29076	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	59230	50.9%
3	16578	14.3%
1	14422	12.4%
2	9592	8.2%
9	4474	3.8%
8	4462	3.8%
6	2651	2.3%
5	2220	1.9%
4	1453	1.2%
7	1227	1.1%

Uppercase Letter

Value	Count	Frequency (%)
C	7269	25.0%
D	7269	25.0%
F	7269	25.0%
H	7269	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	116317	80.0%
Latin	29076	20.0%
Hangul	15	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	59230	50.9%
3	16578	14.3%
1	14422	12.4%
2	9592	8.2%
9	4474	3.8%
8	4462	3.8%
6	2651	2.3%
5	2220	1.9%
4	1453	1.2%
7	1227	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	7269	25.0%
D	7269	25.0%
F	7269	25.0%
H	7269	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	145393	> 99.9%
Hangul	15	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	59230	40.7%
3	16578	11.4%
1	14422	9.9%
2	9592	6.6%
C	7269	5.0%
D	7269	5.0%
F	7269	5.0%
H	7269	5.0%
9	4474	3.1%
8	4462	3.1%
Other values (8)	7559	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	56.9 KiB

10_32_01_P	3059
10_41_01_P	1745
10_42_01_P	1404
10_31_01_P	920
10_35_01_P	95
Other values (5)	47

Length

Max length	10
Median length	10
Mean length	9.9993122
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	3059	42.1%
10_41_01_P	1745	24.0%
10_42_01_P	1404	19.3%
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	3059	42.1%
10_41_01_p	1745	24.0%
10_42_01_p	1404	19.3%
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	56.9 KiB

I	7085
U	184
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1

Length

Max length	31
Median length	1
Mean length	1.0041265
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	7085	97.5%
U	184	2.5%
부산광역시 부산진구 중앙대로 923-1, 2층 (양정동)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	7085	97.4%
u	184	2.5%
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	319
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

Minimum	2013-12-05 00:00:00
Maximum	2021-05-01 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	56.9 KiB

<NA>	6612
체력단련장업	220
당구장업	160
체육도장업	150
골프연습장업	98
Other values (5)	30

Length

Max length	7
Median length	4
Mean length	4.1116919
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>	6612	90.9%
체력단련장업	220	3.0%
당구장업	160	2.2%
체육도장업	150	2.1%
골프연습장업	98	1.3%
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	6612	90.9%
체력단련장업	220	3.0%
당구장업	160	2.2%
체육도장업	150	2.1%
골프연습장업	98	1.3%
수영장업	12	0.2%
무도학원업	8	0.1%
종합체육시설업	6	0.1%
썰매장업	3	< 0.1%
무도장업	1	< 0.1%

bplcnm
Text

Distinct	5468
Distinct (%)	75.2%
Missing	1
Missing (%)	< 0.1%
Memory size	56.9 KiB

Length

Max length	28
Median length	27
Mean length	6.660476
Min length	1

Characters and Unicode

Total characters	48415
Distinct characters	754
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	4579 ?
Unique (%)	63.0%

Sample

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

Value	Count	Frequency (%)
당구장	254	2.7%
당구클럽	243	2.6%
태권도	116	1.2%
휘트니스	84	0.9%
태권도장	63	0.7%
골프	53	0.6%
스크린골프	42	0.4%
헬스	39	0.4%
피트니스	37	0.4%
골프연습장	35	0.4%
Other values (5534)	8435	89.7%

Most occurring characters

Value	Count	Frequency (%)
구	2984	6.2%
당	2953	6.1%
장	2734	5.6%
스	2172	4.5%
	2132	4.4%
럽	1185	2.4%
클	1184	2.4%
도	1111	2.3%
관	994	2.1%
프	917	1.9%
Other values (744)	30049	62.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	42872	88.6%
Space Separator	2132	4.4%
Uppercase Letter	1921	4.0%
Lowercase Letter	460	1.0%
Decimal Number	387	0.8%
Close Punctuation	236	0.5%
Open Punctuation	235	0.5%
Other Punctuation	142	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	2984	7.0%
당	2953	6.9%
장	2734	6.4%
스	2172	5.1%
럽	1185	2.8%
클	1184	2.8%
도	1111	2.6%
관	994	2.3%
프	917	2.1%
골	869	2.0%
Other values (661)	25769	60.1%

Uppercase Letter

Value	Count	Frequency (%)
M	146	7.6%
S	132	6.9%
G	131	6.8%
P	127	6.6%
T	123	6.4%
A	119	6.2%
K	117	6.1%
I	104	5.4%
O	102	5.3%
J	98	5.1%
Other values (16)	722	37.6%

Lowercase Letter

Value	Count	Frequency (%)
i	47	10.2%
e	47	10.2%
o	45	9.8%
n	40	8.7%
s	32	7.0%
l	29	6.3%
a	25	5.4%
r	23	5.0%
m	22	4.8%
t	22	4.8%
Other values (15)	128	27.8%

Decimal Number

Value	Count	Frequency (%)
2	139	35.9%
0	64	16.5%
1	58	15.0%
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	45.1%
&	53	37.3%
,	8	5.6%
·	5	3.5%
'	5	3.5%
#	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 (%)
	2132	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	236	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	235	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	42869	88.5%
Common	3156	6.5%
Latin	2387	4.9%
Han	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
구	2984	7.0%
당	2953	6.9%
장	2734	6.4%
스	2172	5.1%
럽	1185	2.8%
클	1184	2.8%
도	1111	2.6%
관	994	2.3%
프	917	2.1%
골	869	2.0%
Other values (658)	25766	60.1%

Latin

Value	Count	Frequency (%)
M	146	6.1%
S	132	5.5%
G	131	5.5%
P	127	5.3%
T	123	5.2%
A	119	5.0%
K	117	4.9%
I	104	4.4%
O	102	4.3%
J	98	4.1%
Other values (43)	1188	49.8%

Common

Value	Count	Frequency (%)
	2132	67.6%
)	236	7.5%
(	235	7.4%
2	139	4.4%
0	64	2.0%
.	64	2.0%
1	58	1.8%
&	53	1.7%
3	29	0.9%
5	28	0.9%
Other values (20)	118	3.7%

Han

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	42869	88.5%
ASCII	5525	11.4%
None	8	< 0.1%
Number Forms	6	< 0.1%
CJK	3	< 0.1%
Letterlike Symbols	1	< 0.1%
Enclosed Alphanum	1	< 0.1%
Specials	1	< 0.1%
Arrows	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
구	2984	7.0%
당	2953	6.9%
장	2734	6.4%
스	2172	5.1%
럽	1185	2.8%
클	1184	2.8%
도	1111	2.6%
관	994	2.3%
프	917	2.1%
골	869	2.0%
Other values (658)	25766	60.1%

ASCII

Value	Count	Frequency (%)
	2132	38.6%
)	236	4.3%
(	235	4.3%
M	146	2.6%
2	139	2.5%
S	132	2.4%
G	131	2.4%
P	127	2.3%
T	123	2.2%
A	119	2.2%
Other values (64)	2005	36.3%

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 (%)
日	1	33.3%
人	1	33.3%
孝	1	33.3%

Letterlike Symbols

Value	Count	Frequency (%)
℃	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
②	1	100.0%

Specials

Value	Count	Frequency (%)
�	1	100.0%

Arrows

Value	Count	Frequency (%)
⇒	1	100.0%

sitepostno
Text

MISSING

Distinct	871
Distinct (%)	15.9%
Missing	1777
Missing (%)	24.4%
Memory size	56.9 KiB

Length

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

Characters and Unicode

Total characters	32958
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	90	1.6%
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)	4979	90.6%

Most occurring characters

Value	Count	Frequency (%)
6	6626	20.1%
8	5708	17.3%
0	5427	16.5%
1	4832	14.7%
2	2305	7.0%
4	1888	5.7%
7	1787	5.4%
3	1714	5.2%
9	1267	3.8%
5	862	2.6%
Other values (6)	542	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32416	98.4%
Other Letter	540	1.6%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	6626	20.4%
8	5708	17.6%
0	5427	16.7%
1	4832	14.9%
2	2305	7.1%
4	1888	5.8%
7	1787	5.5%
3	1714	5.3%
9	1267	3.9%
5	862	2.7%

Other Letter

Value	Count	Frequency (%)
번	180	33.3%
지	90	16.7%
우	90	16.7%
편	90	16.7%
호	90	16.7%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32418	98.4%
Hangul	540	1.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	6626	20.4%
8	5708	17.6%
0	5427	16.7%
1	4832	14.9%
2	2305	7.1%
4	1888	5.8%
7	1787	5.5%
3	1714	5.3%
9	1267	3.9%
5	862	2.7%

Hangul

Value	Count	Frequency (%)
번	180	33.3%
지	90	16.7%
우	90	16.7%
편	90	16.7%
호	90	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32418	98.4%
Hangul	540	1.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	6626	20.4%
8	5708	17.6%
0	5427	16.7%
1	4832	14.9%
2	2305	7.1%
4	1888	5.8%
7	1787	5.5%
3	1714	5.3%
9	1267	3.9%
5	862	2.7%

Hangul

Value	Count	Frequency (%)
번	180	33.3%
지	90	16.7%
우	90	16.7%
편	90	16.7%
호	90	16.7%

sitewhladdr
Text

MISSING

Distinct	6076
Distinct (%)	85.2%
Missing	141
Missing (%)	1.9%
Memory size	56.9 KiB

Length

Max length	73
Median length	51
Mean length	25.122878
Min length	4

Characters and Unicode

Total characters	179101
Distinct characters	464
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	5270 ?
Unique (%)	73.9%

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	7128	21.6%
동래구	837	2.5%
부산진구	775	2.3%
해운대구	694	2.1%
남구	687	2.1%
금정구	591	1.8%
사하구	574	1.7%
사상구	502	1.5%
북구	479	1.4%
3층	462	1.4%
Other values (6375)	20333	61.5%

Most occurring characters

Value	Count	Frequency (%)
	32554	18.2%
부	8448	4.7%
동	8413	4.7%
산	8375	4.7%
1	7570	4.2%
광	7300	4.1%
지	7240	4.0%
시	7199	4.0%
역	7133	4.0%
구	7100	4.0%
Other values (454)	77769	43.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	103004	57.5%
Decimal Number	36262	20.2%
Space Separator	32554	18.2%
Dash Punctuation	6426	3.6%
Uppercase Letter	247	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	8448	8.2%
동	8413	8.2%
산	8375	8.1%
광	7300	7.1%
지	7240	7.0%
시	7199	7.0%
역	7133	6.9%
구	7100	6.9%
번	6760	6.6%
층	1817	1.8%
Other values (403)	33219	32.3%

Uppercase Letter

Value	Count	Frequency (%)
B	70	28.3%
A	28	11.3%
S	19	7.7%
C	16	6.5%
K	14	5.7%
I	13	5.3%
E	9	3.6%
T	8	3.2%
P	8	3.2%
G	8	3.2%
Other values (12)	54	21.9%

Decimal Number

Value	Count	Frequency (%)
1	7570	20.9%
2	5161	14.2%
3	4371	12.1%
4	3656	10.1%
5	3239	8.9%
0	2881	7.9%
6	2556	7.0%
7	2528	7.0%
8	2261	6.2%
9	2039	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 (%)
	32554	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6426	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	103003	57.5%
Common	75842	42.3%
Latin	255	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	8448	8.2%
동	8413	8.2%
산	8375	8.1%
광	7300	7.1%
지	7240	7.0%
시	7199	7.0%
역	7133	6.9%
구	7100	6.9%
번	6760	6.6%
층	1817	1.8%
Other values (402)	33218	32.2%

Latin

Value	Count	Frequency (%)
B	70	27.5%
A	28	11.0%
S	19	7.5%
C	16	6.3%
K	14	5.5%
I	13	5.1%
E	9	3.5%
T	8	3.1%
P	8	3.1%
G	8	3.1%
Other values (18)	62	24.3%

Common

Value	Count	Frequency (%)
	32554	42.9%
1	7570	10.0%
-	6426	8.5%
2	5161	6.8%
3	4371	5.8%
4	3656	4.8%
5	3239	4.3%
0	2881	3.8%
6	2556	3.4%
7	2528	3.3%
Other values (13)	4900	6.5%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	103003	57.5%
ASCII	76093	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 (%)
	32554	42.8%
1	7570	9.9%
-	6426	8.4%
2	5161	6.8%
3	4371	5.7%
4	3656	4.8%
5	3239	4.3%
0	2881	3.8%
6	2556	3.4%
7	2528	3.3%
Other values (38)	5151	6.8%

Hangul

Value	Count	Frequency (%)
부	8448	8.2%
동	8413	8.2%
산	8375	8.1%
광	7300	7.1%
지	7240	7.0%
시	7199	7.0%
역	7133	6.9%
구	7100	6.9%
번	6760	6.6%
층	1817	1.8%
Other values (402)	33218	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	1169
Distinct (%)	16.1%
Missing	18
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	48517.328

Minimum	13
Maximum	619962
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	13
5-th percentile	46277
Q1	47780.75
median	48947
Q3	48947
95-th percentile	49009
Maximum	619962
Range	619949
Interquartile range (IQR)	1166.25

Descriptive statistics

Standard deviation	9544.5056
Coefficient of variation (CV)	0.19672364
Kurtosis	3529.9906
Mean	48517.328
Median Absolute Deviation (MAD)	0
Skewness	59.014864
Sum	3.5184766 × 10⁸
Variance	91097587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48947	4054	55.8%
46726	59	0.8%
46759	24	0.3%
46764	20	0.3%
46015	19	0.3%
48111	17	0.2%
46061	16	0.2%
46765	15	0.2%
48512	15	0.2%
46230	15	0.2%
Other values (1159)	2998	41.2%
(Missing)	18	0.2%

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	19	0.3%

Value	Count	Frequency (%)
619962	1	< 0.1%
618814	1	< 0.1%
49524	1	< 0.1%
49523	1	< 0.1%
49521	8	0.1%
49520	2	< 0.1%
49519	1	< 0.1%
49518	4	0.1%
49516	3	< 0.1%
49515	1	< 0.1%

rdnwhladdr
Text

MISSING

Distinct	6281
Distinct (%)	90.8%
Missing	349
Missing (%)	4.8%
Memory size	56.9 KiB

Length

Max length	70
Median length	55
Mean length	29.327409
Min length	3

Characters and Unicode

Total characters	202975
Distinct characters	531
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	5760 ?
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	6920	17.8%
동래구	791	2.0%
부산진구	758	1.9%
해운대구	686	1.8%
남구	656	1.7%
사하구	600	1.5%
금정구	576	1.5%
사상구	476	1.2%
3층	467	1.2%
북구	464	1.2%
Other values (4864)	26524	68.2%

Most occurring characters

Value	Count	Frequency (%)
	34763	17.1%
동	8857	4.4%
산	8323	4.1%
부	8285	4.1%
시	7323	3.6%
광	7293	3.6%
구	7021	3.5%
역	6926	3.4%
로	6832	3.4%
(	6805	3.4%
Other values (521)	100547	49.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	119182	58.7%
Space Separator	34763	17.1%
Decimal Number	29809	14.7%
Open Punctuation	6807	3.4%
Close Punctuation	6805	3.4%
Other Punctuation	4477	2.2%
Dash Punctuation	824	0.4%
Uppercase Letter	242	0.1%
Math Symbol	45	< 0.1%
Lowercase Letter	20	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	8857	7.4%
산	8323	7.0%
부	8285	7.0%
시	7323	6.1%
광	7293	6.1%
구	7021	5.9%
역	6926	5.8%
로	6832	5.7%
대	3148	2.6%
층	2578	2.2%
Other values (459)	52596	44.1%

Uppercase Letter

Value	Count	Frequency (%)
B	87	36.0%
A	23	9.5%
S	21	8.7%
K	18	7.4%
C	14	5.8%
I	12	5.0%
E	7	2.9%
P	6	2.5%
G	6	2.5%
W	5	2.1%
Other values (14)	43	17.8%

Lowercase Letter

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

Decimal Number

Value	Count	Frequency (%)
1	5960	20.0%
2	4796	16.1%
3	3761	12.6%
4	2836	9.5%
0	2606	8.7%
5	2456	8.2%
6	2159	7.2%
7	1875	6.3%
8	1748	5.9%
9	1612	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	4437	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 (%)
(	6805	> 99.9%
[	2	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	6803	> 99.9%
]	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	34763	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	824	100.0%

Math Symbol

Value	Count	Frequency (%)
~	45	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	119181	58.7%
Common	83530	41.2%
Latin	263	0.1%
Han	1	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	8857	7.4%
산	8323	7.0%
부	8285	7.0%
시	7323	6.1%
광	7293	6.1%
구	7021	5.9%
역	6926	5.8%
로	6832	5.7%
대	3148	2.6%
층	2578	2.2%
Other values (458)	52595	44.1%

Latin

Value	Count	Frequency (%)
B	87	33.1%
A	23	8.7%
S	21	8.0%
K	18	6.8%
C	14	5.3%
I	12	4.6%
E	7	2.7%
P	6	2.3%
G	6	2.3%
W	5	1.9%
Other values (26)	64	24.3%

Common

Value	Count	Frequency (%)
	34763	41.6%
(	6805	8.1%
)	6803	8.1%
1	5960	7.1%
2	4796	5.7%
,	4437	5.3%
3	3761	4.5%
4	2836	3.4%
0	2606	3.1%
5	2456	2.9%
Other values (16)	8307	9.9%

Han

Value	Count	Frequency (%)
盧	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	119181	58.7%
ASCII	83787	41.3%
None	5	< 0.1%
Number Forms	1	< 0.1%
CJK Compat Ideographs	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	34763	41.5%
(	6805	8.1%
)	6803	8.1%
1	5960	7.1%
2	4796	5.7%
,	4437	5.3%
3	3761	4.5%
4	2836	3.4%
0	2606	3.1%
5	2456	2.9%
Other values (49)	8564	10.2%

Hangul

Value	Count	Frequency (%)
동	8857	7.4%
산	8323	7.0%
부	8285	7.0%
시	7323	6.1%
광	7293	6.1%
구	7021	5.9%
역	6926	5.8%
로	6832	5.7%
대	3148	2.6%
층	2578	2.2%
Other values (458)	52595	44.1%

None

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

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

CJK Compat Ideographs

Value	Count	Frequency (%)
盧	1	100.0%

apvpermymd
Real number (ℝ)

SKEWED

Distinct	4269
Distinct (%)	58.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	20053798

Minimum	388631.59
Maximum	20210429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	388631.59
5-th percentile	19921114
Q1	20000426
median	20060111
Q3	20120215
95-th percentile	20190614
Maximum	20210429
Range	19821797
Interquartile range (IQR)	119789

Descriptive statistics

Standard deviation	271922.38
Coefficient of variation (CV)	0.013559645
Kurtosis	4020.8745
Mean	20053798
Median Absolute Deviation (MAD)	59798
Skewness	-59.01044
Sum	1.4577106 × 10¹¹
Variance	7.3941779 × 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 (4259)	6882	94.7%

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 (%)
20210429.0	1	< 0.1%
20210428.0	1	< 0.1%
20210423.0	2	< 0.1%
20210421.0	2	< 0.1%
20210420.0	4	0.1%
20210419.0	2	< 0.1%
20210416.0	2	< 0.1%
20210415.0	2	< 0.1%
20210413.0	1	< 0.1%
20210412.0	2	< 0.1%

dcbymd
Text

MISSING

Distinct	1879
Distinct (%)	55.8%
Missing	3904
Missing (%)	53.7%
Memory size	56.9 KiB

Length

Max length	20
Median length	8
Mean length	7.8954248
Min length	4

Characters and Unicode

Total characters	26576
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	1329 ?
Unique (%)	39.5%

Sample

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

Value	Count	Frequency (%)
20180302	96	2.9%
폐업일자	91	2.7%
20040504	65	1.9%
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 (1869)	2879	85.5%

Most occurring characters

Value	Count	Frequency (%)
0	8614	32.4%
2	5378	20.2%
1	5124	19.3%
3	1300	4.9%
4	1045	3.9%
9	998	3.8%
7	989	3.7%
8	968	3.6%
5	954	3.6%
6	839	3.2%
Other values (6)	367	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26209	98.6%
Other Letter	364	1.4%
Space Separator	2	< 0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8614	32.9%
2	5378	20.5%
1	5124	19.6%
3	1300	5.0%
4	1045	4.0%
9	998	3.8%
7	989	3.8%
8	968	3.7%
5	954	3.6%
6	839	3.2%

Other Letter

Value	Count	Frequency (%)
폐	91	25.0%
업	91	25.0%
일	91	25.0%
자	91	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	26212	98.6%
Hangul	364	1.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8614	32.9%
2	5378	20.5%
1	5124	19.5%
3	1300	5.0%
4	1045	4.0%
9	998	3.8%
7	989	3.8%
8	968	3.7%
5	954	3.6%
6	839	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	91	25.0%
업	91	25.0%
일	91	25.0%
자	91	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	26212	98.6%
Hangul	364	1.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8614	32.9%
2	5378	20.5%
1	5124	19.5%
3	1300	5.0%
4	1045	4.0%
9	998	3.8%
7	989	3.8%
8	968	3.7%
5	954	3.6%
6	839	3.2%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
폐	91	25.0%
업	91	25.0%
일	91	25.0%
자	91	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	7163
휴업시작일자	93
20180808	1
20180701	1
20090701	1
Other values (11)	11

Length

Max length	14
Median length	4
Mean length	4.0341128
Min length	4

Unique

Unique	14 ?
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>	7163	98.5%
휴업시작일자	93	1.3%
20180808	1	< 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	7163	98.5%
휴업시작일자	93	1.3%
20180808	1	< 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	56.9 KiB

<NA>	7164
휴업종료일자	93
20190630	1
20181231	1
20110630	1
Other values (10)	10

Length

Max length	8
Median length	4
Mean length	4.0327373
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>	7164	98.5%
휴업종료일자	93	1.3%
20190630	1	< 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	7164	98.5%
휴업종료일자	93	1.3%
20190630	1	< 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	56.9 KiB

<NA>	7176
재개업일자	93
051-123-1234	1

Length

Max length	12
Median length	4
Mean length	4.0138927
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>	7176	98.7%
재개업일자	93	1.3%
051-123-1234	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7176	98.7%
재개업일자	93	1.3%
051-123-1234	1	< 0.1%

trdstatenm
Categorical

IMBALANCE

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

13	3231
03	2962
영업/정상	622
35	402
폐업	23
Other values (7)	30

Length

Max length	14
Median length	2
Mean length	2.2682256
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	3231	44.4%
03	2962	40.7%
영업/정상	622	8.6%
35	402	5.5%
폐업	23	0.3%
02	13	0.2%
<NA>	8	0.1%
취소/말소/만료/정지/중지	5	0.1%
32	1	< 0.1%
33	1	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
13	3231	44.4%
03	2962	40.7%
영업/정상	622	8.6%
35	402	5.5%
폐업	23	0.3%
02	13	0.2%
na	8	0.1%
취소/말소/만료/정지/중지	5	0.1%
32	1	< 0.1%
33	1	< 0.1%
Other values (2)	2	< 0.1%

dtlstatenm
Categorical

IMBALANCE

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

영업중	3860
폐업	2985
직권말소	407
휴업	13
<NA>	2
Other values (3)	3

Length

Max length	4
Median length	3
Mean length	2.6440165
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	3860	53.1%
폐업	2985	41.1%
직권말소	407	5.6%
휴업	13	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	3860	53.1%
폐업	2985	41.1%
직권말소	407	5.6%
휴업	13	0.2%
na	2	< 0.1%
신고취소	1	< 0.1%
지정취소	1	< 0.1%
전출	1	< 0.1%

x
Text

MISSING

Distinct	5128
Distinct (%)	71.9%
Missing	133
Missing (%)	1.8%
Memory size	56.9 KiB

Length

Max length	20
Median length	20
Mean length	19.993835
Min length	2

Characters and Unicode

Total characters	142696
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	3773 ?
Unique (%)	52.9%

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%
395308.61045334	8	0.1%
390129.64468900000	8	0.1%
393357.80475400000	8	0.1%
387962.62914200000	7	0.1%
385599.32170700000	7	0.1%
383255.80791500000	7	0.1%
387811.67602200000	7	0.1%
379127.98256500000	6	0.1%
Other values (5118)	7059	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	38182	26.8%
	18049	12.6%
3	14088	9.9%
8	11315	7.9%
9	9914	6.9%
7	7875	5.5%
1	7582	5.3%
2	7359	5.2%
4	7268	5.1%
5	7136	5.0%
Other values (11)	13928	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117572	82.4%
Space Separator	18049	12.6%
Other Punctuation	7059	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	38182	32.5%
3	14088	12.0%
8	11315	9.6%
9	9914	8.4%
7	7875	6.7%
1	7582	6.4%
2	7359	6.3%
4	7268	6.2%
5	7136	6.1%
6	6853	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 (%)
	18049	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7059	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	142684	> 99.9%
Hangul	10	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38182	26.8%
	18049	12.6%
3	14088	9.9%
8	11315	7.9%
9	9914	6.9%
7	7875	5.5%
1	7582	5.3%
2	7359	5.2%
4	7268	5.1%
5	7136	5.0%
Other values (4)	13916	9.8%

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	142686	> 99.9%
Hangul	10	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38182	26.8%
	18049	12.6%
3	14088	9.9%
8	11315	7.9%
9	9914	6.9%
7	7875	5.5%
1	7582	5.3%
2	7359	5.2%
4	7268	5.1%
5	7136	5.0%
Other values (5)	13918	9.8%

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	5127
Distinct (%)	71.8%
Missing	133
Missing (%)	1.8%
Memory size	56.9 KiB

Length

Max length	20
Median length	20
Mean length	19.994395
Min length	6

Characters and Unicode

Total characters	142700
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	3773 ?
Unique (%)	52.9%

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%
187606.00717200000	7	0.1%
190262.68201300000	7	0.1%
188403.67614400000	7	0.1%
194331.52968600000	7	0.1%
187408.08665500000	6	0.1%
Other values (5117)	7059	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	38004	26.6%
	18024	12.6%
1	14377	10.1%
8	11045	7.7%
9	9862	6.9%
7	8362	5.9%
6	7378	5.2%
4	7302	5.1%
5	7181	5.0%
.	7059	4.9%
Other values (15)	14106	9.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	117597	82.4%
Space Separator	18024	12.6%
Other Punctuation	7059	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	38004	32.3%
1	14377	12.2%
8	11045	9.4%
9	9862	8.4%
7	8362	7.1%
6	7378	6.3%
4	7302	6.2%
5	7181	6.1%
3	7056	6.0%
2	7030	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 (%)
	18024	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	7059	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	142684	> 99.9%
Hangul	14	< 0.1%
Latin	2	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	38004	26.6%
	18024	12.6%
1	14377	10.1%
8	11045	7.7%
9	9862	6.9%
7	8362	5.9%
6	7378	5.2%
4	7302	5.1%
5	7181	5.0%
.	7059	4.9%
Other values (4)	14090	9.9%

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	142686	> 99.9%
Hangul	14	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	38004	26.6%
	18024	12.6%
1	14377	10.1%
8	11045	7.7%
9	9862	6.9%
7	8362	5.9%
6	7378	5.2%
4	7302	5.1%
5	7181	5.0%
.	7059	4.9%
Other values (5)	14092	9.9%

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	7079
Distinct (%)	97.4%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.0132816 × 10¹³

Minimum	2.0021018 × 10¹³
Maximum	2.0210429 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	2.0021018 × 10¹³
5-th percentile	2.0031124 × 10¹³
Q1	2.011012 × 10¹³
median	2.0140611 × 10¹³
Q3	2.0170617 × 10¹³
95-th percentile	2.0200508 × 10¹³
Maximum	2.0210429 × 10¹³
Range	1.8941102 × 10¹¹
Interquartile range (IQR)	6.0497301 × 10¹⁰

Descriptive statistics

Standard deviation	4.8157458 × 10¹⁰
Coefficient of variation (CV)	0.0023919882
Kurtosis	-0.53279142
Mean	2.0132816 × 10¹³
Median Absolute Deviation (MAD)	3.0287965 × 10¹⁰
Skewness	-0.57464933
Sum	1.463253 × 10¹⁷
Variance	2.3191407 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20021018132120	62	0.9%
20191129084358	3	< 0.1%
20190412102302	3	< 0.1%
20200313173159	3	< 0.1%
20190329091410	3	< 0.1%
20190809140635	3	< 0.1%
20181207152524	3	< 0.1%
20190809182139	3	< 0.1%
20190809132354	3	< 0.1%
20190329091733	3	< 0.1%
Other values (7069)	7179	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 (%)
20210429155036	1	< 0.1%
20210429141644	1	< 0.1%
20210429105442	1	< 0.1%
20210429101817	1	< 0.1%
20210429095044	1	< 0.1%
20210428171512	1	< 0.1%
20210428114550	1	< 0.1%
20210428093742	1	< 0.1%
20210426181817	1	< 0.1%
20210426131909	1	< 0.1%

uptaenm
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	6637
태권도	376
업태구분명	65
권투	54
유도	45
Other values (4)	93

Length

Max length	5
Median length	4
Mean length	3.9110041
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>	6637	91.3%
태권도	376	5.2%
업태구분명	65	0.9%
권투	54	0.7%
유도	45	0.6%
합기도	40	0.6%
검도	38	0.5%
레슬링	8	0.1%
우슈	7	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	6637	91.3%
태권도	376	5.2%
업태구분명	65	0.9%
권투	54	0.7%
유도	45	0.6%
합기도	40	0.6%
검도	38	0.5%
레슬링	8	0.1%
우슈	7	0.1%

sitetel
Text

MISSING

Distinct	145
Distinct (%)	2.0%
Missing	108
Missing (%)	1.5%
Memory size	56.9 KiB

Length

Max length	13
Median length	12
Mean length	11.940938
Min length	4

Characters and Unicode

Total characters	85521
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	133 ?
Unique (%)	1.9%

Sample

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

Value	Count	Frequency (%)
051-123-1234	6968	97.3%
전화번호	41	0.6%
051-911-0202	2	< 0.1%
051-747-0336	2	< 0.1%
051-925-0909	2	< 0.1%
051)515-1369	2	< 0.1%
051-582-8779	2	< 0.1%
051-723-5896	2	< 0.1%
051-996-6565	2	< 0.1%
051-731-1469	2	< 0.1%
Other values (135)	137	1.9%

Most occurring characters

Value	Count	Frequency (%)
1	21142	24.7%
-	14209	16.6%
3	14052	16.4%
2	14025	16.4%
0	7235	8.5%
5	7192	8.4%
4	7053	8.2%
7	132	0.2%
8	118	0.1%
6	99	0.1%
Other values (7)	264	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	71144	83.2%
Dash Punctuation	14209	16.6%
Other Letter	164	0.2%
Close Punctuation	3	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	21142	29.7%
3	14052	19.8%
2	14025	19.7%
0	7235	10.2%
5	7192	10.1%
4	7053	9.9%
7	132	0.2%
8	118	0.2%
6	99	0.1%
9	96	0.1%

Other Letter

Value	Count	Frequency (%)
화	41	25.0%
호	41	25.0%
번	41	25.0%
전	41	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14209	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	85357	99.8%
Hangul	164	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	21142	24.8%
-	14209	16.6%
3	14052	16.5%
2	14025	16.4%
0	7235	8.5%
5	7192	8.4%
4	7053	8.3%
7	132	0.2%
8	118	0.1%
6	99	0.1%
Other values (3)	100	0.1%

Hangul

Value	Count	Frequency (%)
화	41	25.0%
호	41	25.0%
번	41	25.0%
전	41	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	85357	99.8%
Hangul	164	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	21142	24.8%
-	14209	16.6%
3	14052	16.5%
2	14025	16.4%
0	7235	8.5%
5	7192	8.4%
4	7053	8.3%
7	132	0.2%
8	118	0.1%
6	99	0.1%
Other values (3)	100	0.1%

Hangul

Value	Count	Frequency (%)
화	41	25.0%
호	41	25.0%
번	41	25.0%
전	41	25.0%

bdngdngnum
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	5787
1	1046
0	309
건축물동수	83
2	24
Other values (6)	21

Length

Max length	5
Median length	4
Mean length	3.4341128
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>	5787	79.6%
1	1046	14.4%
0	309	4.3%
건축물동수	83	1.1%
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	5787	79.6%
1	1046	14.4%
0	309	4.3%
건축물동수	83	1.1%
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	2904
Distinct (%)	73.8%
Missing	3336
Missing (%)	45.9%
Memory size	56.9 KiB

Length

Max length	9
Median length	8
Mean length	5.1489578
Min length	1

Characters and Unicode

Total characters	20256
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	2557 ?
Unique (%)	65.0%

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	52	1.3%
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 (2894)	3354	85.3%

Most occurring characters

Value	Count	Frequency (%)
.	2969	14.7%
1	2838	14.0%
2	1938	9.6%
9	1671	8.2%
4	1650	8.1%
3	1586	7.8%
8	1543	7.6%
5	1492	7.4%
0	1442	7.1%
6	1427	7.0%
Other values (7)	1700	8.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16975	83.8%
Other Punctuation	2969	14.7%
Other Letter	312	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2838	16.7%
2	1938	11.4%
9	1671	9.8%
4	1650	9.7%
3	1586	9.3%
8	1543	9.1%
5	1492	8.8%
0	1442	8.5%
6	1427	8.4%
7	1388	8.2%

Other Letter

Value	Count	Frequency (%)
면	52	16.7%
연	52	16.7%
물	52	16.7%
축	52	16.7%
건	52	16.7%
적	52	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	2969	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19944	98.5%
Hangul	312	1.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2969	14.9%
1	2838	14.2%
2	1938	9.7%
9	1671	8.4%
4	1650	8.3%
3	1586	8.0%
8	1543	7.7%
5	1492	7.5%
0	1442	7.2%
6	1427	7.2%

Hangul

Value	Count	Frequency (%)
면	52	16.7%
연	52	16.7%
물	52	16.7%
축	52	16.7%
건	52	16.7%
적	52	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19944	98.5%
Hangul	312	1.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2969	14.9%
1	2838	14.2%
2	1938	9.7%
9	1671	8.4%
4	1650	8.3%
3	1586	8.0%
8	1543	7.7%
5	1492	7.5%
0	1442	7.2%
6	1427	7.2%

Hangul

Value	Count	Frequency (%)
면	52	16.7%
연	52	16.7%
물	52	16.7%
축	52	16.7%
건	52	16.7%
적	52	16.7%

puprsenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

사립	7228
<NA>	34
공립	6
2021-05-01 05:22:03	1
공사립구분명	1

Length

Max length	19
Median length	2
Mean length	2.0122421
Min length	2

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
사립	7228	99.4%
<NA>	34	0.5%
공립	6	0.1%
2021-05-01 05:22:03	1	< 0.1%
공사립구분명	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
사립	7228	99.4%
na	34	0.5%
공립	6	0.1%
2021-05-01	1	< 0.1%
05:22:03	1	< 0.1%
공사립구분명	1	< 0.1%

culphyedcobnm
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

당구장업	3059
체육도장업	1745
체력단련장업	1403
골프연습장업	920
수영장업	95
Other values (5)	48

Length

Max length	7
Median length	6
Mean length	4.8806052
Min length	4

Unique

Unique	2 ?
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	3059	42.1%
체육도장업	1745	24.0%
체력단련장업	1403	19.3%
골프연습장업	920	12.7%
수영장업	95	1.3%
<NA>	35	0.5%
무도학원업	8	0.1%
썰매장업	3	< 0.1%
문화체육업종명	1	< 0.1%
무도장업	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
당구장업	3059	42.1%
체육도장업	1745	24.0%
체력단련장업	1403	19.3%
골프연습장업	920	12.7%
수영장업	95	1.3%
na	35	0.5%
무도학원업	8	0.1%
썰매장업	3	< 0.1%
문화체육업종명	1	< 0.1%
무도장업	1	< 0.1%

bupnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	7177
법인명	93

Length

Max length	4
Median length	4
Mean length	3.9872077
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>	7177	98.7%
법인명	93	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7177	98.7%
법인명	93	1.3%

insurjnyncode
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	5199
0	1857
Y	102
보	91
1	21

Length

Max length	4
Median length	4
Mean length	3.145392
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>	5199	71.5%
0	1857	25.5%
Y	102	1.4%
보	91	1.3%
1	21	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5199	71.5%
0	1857	25.5%
y	102	1.4%
보	91	1.3%
1	21	0.3%

drmkcobnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	7177
세부업종명	93

Length

Max length	5
Median length	4
Mean length	4.0127923
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>	7177	98.7%
세부업종명	93	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	7177	98.7%
세부업종명	93	1.3%

ldercnt
Categorical

IMBALANCE

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	56.9 KiB

<NA>	5800
1	1043
2	186
0	178
지도자수	56
Other values (4)	7

Length

Max length	4
Median length	4
Mean length	3.4165062
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	79.8%
1	1043	14.3%
2	186	2.6%
0	178	2.4%
지도자수	56	0.8%
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	79.8%
1	1043	14.3%
2	186	2.6%
0	178	2.4%
지도자수	56	0.8%
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	56.9 KiB

<NA>	7157
회원모집총인원	93
60	3
100	2
20	2
Other values (11)	13

Length

Max length	7
Median length	4
Mean length	4.033425
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>	7157	98.4%
회원모집총인원	93	1.3%
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	7157	98.4%
회원모집총인원	93	1.3%
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	56.9 KiB

2021-05-01 05:22:03	7268
<NA>	2

Length

Max length	19
Median length	19
Mean length	18.995873
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2021-05-01 05:22:03	7268	> 99.9%
<NA>	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-05-01	7268	50.0%
05:22:03	7268	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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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>	2021-05-01 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
7260	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	2021-05-01 05:22:03
7261	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	2021-05-01 05:22:03
7262	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	2021-05-01 05:22:03
7263	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	2021-05-01 05:22:03
7264	13797	3330000	CDFH3301062021000006	10_42_01_P	U	2021-04-21 02:40:00.0	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	20210419203949	<NA>	051-531-1516	<NA>	2404.06	사립	체력단련장업	<NA>	<NA>	<NA>	<NA>	<NA>	2021-05-01 05:22:03
7265	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	2021-05-01 05:22:03
7266	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	2021-05-01 05:22:03
7267	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	2021-05-01 05:22:03
7268	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	2021-05-01 05:22:03
7269	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>	2021-05-01 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

Letterlike Symbols

Enclosed Alphanum

Specials

Arrows

Most occurring characters

Most occurring categories