gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	510
Missing cells	41
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	226.7 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	42
DateTime	2

Dataset

Description	2022-11-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052001145000

Alerts

`last_load_dttm` has constant value ""	Constant
`sitepostno` is highly imbalanced (73.0%)	Imbalance
`dcbymd` is highly imbalanced (62.1%)	Imbalance
`trdstatenm` is highly imbalanced (55.0%)	Imbalance
`dtlstatenm` is highly imbalanced (62.1%)	Imbalance
`regnsenm` is highly imbalanced (53.2%)	Imbalance
`rdnpostno` has 21 (4.1%) missing values	Missing
`rdnwhladdr` has 6 (1.2%) missing values	Missing
`x` has 6 (1.2%) missing values	Missing
`y` has 6 (1.2%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 11:35:06.499342
Analysis finished	2024-04-16 11:35:07.495415
Duration	1 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	510
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1099.5137

Minimum	1
Maximum	3117
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	1
5-th percentile	26.45
Q1	128.25
median	255.5
Q3	2146.25
95-th percentile	3091.55
Maximum	3117
Range	3116
Interquartile range (IQR)	2018

Descriptive statistics

Standard deviation	1217.2738
Coefficient of variation (CV)	1.107102
Kurtosis	-1.2130131
Mean	1099.5137
Median Absolute Deviation (MAD)	230
Skewness	0.72427237
Sum	560752
Variance	1481755.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
1427	1	0.2%
1648	1	0.2%
1647	1	0.2%
1645	1	0.2%
1643	1	0.2%
1576	1	0.2%
1571	1	0.2%
1542	1	0.2%
1525	1	0.2%
Other values (500)	500	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
3117	1	0.2%
3116	1	0.2%
3115	1	0.2%
3114	1	0.2%
3113	1	0.2%
3112	1	0.2%
3111	1	0.2%
3110	1	0.2%
3109	1	0.2%
3108	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3321490.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3330000
Q3	3340000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	40943.381
Coefficient of variation (CV)	0.012326811
Kurtosis	-0.5335694
Mean	3321490.2
Median Absolute Deviation (MAD)	30000
Skewness	0.061315734
Sum	1.69396 × 10⁹
Variance	1.6763604 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	135	26.5%
3290000	88	17.3%
3250000	56	11.0%
3300000	30	5.9%
3380000	30	5.9%
3320000	29	5.7%
3350000	28	5.5%
3400000	28	5.5%
3310000	21	4.1%
3390000	15	2.9%
Other values (5)	50	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	11.0%
3260000	2	0.4%
3270000	9	1.8%
3290000	88	17.3%
3300000	30	5.9%
3310000	21	4.1%
3320000	29	5.7%
3330000	135	26.5%
3340000	13	2.5%
3350000	28	5.5%

Value	Count	Frequency (%)
3400000	28	5.5%
3390000	15	2.9%
3380000	30	5.9%
3370000	12	2.4%
3360000	14	2.7%
3350000	28	5.5%
3340000	13	2.5%
3330000	135	26.5%
3320000	29	5.7%
3310000	21	4.1%

mgtno
Text

Distinct	261
Distinct (%)	51.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Characters and Unicode

Total characters	10200
Distinct characters	13
Distinct categories	2 ?
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	150 ?
Unique (%)	29.4%

Sample

1st row	CDFF4220002005000001
2nd row	CDFF4220002017000003
3rd row	CDFF4220002017000006
4th row	CDFF4220002017000005
5th row	CDFF4220001982000001

Value	Count	Frequency (%)
cdff5211012020000001	18	3.5%
cdff5211012021000001	13	2.5%
cdff5211012019000001	12	2.4%
cdff5211012022000001	12	2.4%
cdff5211012021000002	9	1.8%
cdff5211012020000002	9	1.8%
cdff5211012022000002	8	1.6%
cdff5211032020000001	8	1.6%
cdff5211032019000001	8	1.6%
cdff5211042021000001	8	1.6%
Other values (251)	405	79.4%

Most occurring characters

Value	Count	Frequency (%)
0	4390	43.0%
2	1615	15.8%
1	1041	10.2%
F	1020	10.0%
C	510	5.0%
D	510	5.0%
4	397	3.9%
5	275	2.7%
9	135	1.3%
3	95	0.9%
Other values (3)	212	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8160	80.0%
Uppercase Letter	2040	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4390	53.8%
2	1615	19.8%
1	1041	12.8%
4	397	4.9%
5	275	3.4%
9	135	1.7%
3	95	1.2%
7	85	1.0%
6	67	0.8%
8	60	0.7%

Uppercase Letter

Value	Count	Frequency (%)
F	1020	50.0%
C	510	25.0%
D	510	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8160	80.0%
Latin	2040	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4390	53.8%
2	1615	19.8%
1	1041	12.8%
4	397	4.9%
5	275	3.4%
9	135	1.7%
3	95	1.2%
7	85	1.0%
6	67	0.8%
8	60	0.7%

Latin

Value	Count	Frequency (%)
F	1020	50.0%
C	510	25.0%
D	510	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4390	43.0%
2	1615	15.8%
1	1041	10.2%
F	1020	10.0%
C	510	5.0%
D	510	5.0%
4	397	3.9%
5	275	2.7%
9	135	1.3%
3	95	0.9%
Other values (3)	212	2.1%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

03_13_02_P	302
03_13_05_P	143
03_13_01_P	33
03_13_03_P	24
03_13_04_P	8

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_13_02_P
2nd row	03_13_02_P
3rd row	03_13_02_P
4th row	03_13_02_P
5th row	03_13_02_P

Common Values

Value	Count	Frequency (%)
03_13_02_P	302	59.2%
03_13_05_P	143	28.0%
03_13_01_P	33	6.5%
03_13_03_P	24	4.7%
03_13_04_P	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_13_02_p	302	59.2%
03_13_05_p	143	28.0%
03_13_01_p	33	6.5%
03_13_03_p	24	4.7%
03_13_04_p	8	1.6%

updategbn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

U	260
I	250

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
U	260	51.0%
I	250	49.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	260	51.0%
i	250	49.0%

updatedt
Date

Distinct	148
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-09-23 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

영화상영관	205
영화제작업	143
<NA>	97
영화배급업	33
영화상영업	24

Length

Max length	5
Median length	5
Mean length	4.8098039
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화상영관	205	40.2%
영화제작업	143	28.0%
<NA>	97	19.0%
영화배급업	33	6.5%
영화상영업	24	4.7%
영화수입업	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	205	40.2%
영화제작업	143	28.0%
na	97	19.0%
영화배급업	33	6.5%
영화상영업	24	4.7%
영화수입업	8	1.6%

bplcnm
Text

Distinct	419
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	28
Median length	20
Mean length	10.8
Min length	2

Characters and Unicode

Total characters	5508
Distinct characters	281
Distinct categories	9 ?
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	369 ?
Unique (%)	72.4%

Sample

1st row	국도극장 예술관
2nd row	롯데시네마 대영 제3관
3rd row	롯데시네마 대영 제6관
4th row	롯데시네마 대영 제5관
5th row	메가박스 부산극장 1관

Value	Count	Frequency (%)
롯데시네마	85	7.7%
메가박스	48	4.4%
주식회사	47	4.3%
cgv	42	3.8%
해운대	26	2.4%
서면	21	1.9%
센텀시티	19	1.7%
6관	17	1.5%
2관	17	1.5%
4관	16	1.5%
Other values (268)	759	69.2%

Most occurring characters

Value	Count	Frequency (%)
	589	10.7%
관	329	6.0%
시	164	3.0%
네	151	2.7%
제	150	2.7%
스	143	2.6%
마	140	2.5%
주	124	2.3%
C	113	2.1%
)	107	1.9%
Other values (271)	3498	63.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3891	70.6%
Space Separator	589	10.7%
Uppercase Letter	478	8.7%
Decimal Number	298	5.4%
Close Punctuation	108	2.0%
Open Punctuation	108	2.0%
Lowercase Letter	23	0.4%
Other Punctuation	12	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	329	8.5%
시	164	4.2%
네	151	3.9%
제	150	3.9%
스	143	3.7%
마	140	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2408	61.9%

Uppercase Letter

Value	Count	Frequency (%)
C	113	23.6%
G	90	18.8%
V	88	18.4%
N	28	5.9%
O	18	3.8%
E	17	3.6%
I	15	3.1%
T	12	2.5%
M	12	2.5%
A	12	2.5%
Other values (13)	73	15.3%

Decimal Number

Value	Count	Frequency (%)
1	47	15.8%
2	44	14.8%
4	40	13.4%
3	34	11.4%
6	33	11.1%
5	32	10.7%
7	25	8.4%
8	18	6.0%
9	17	5.7%
0	8	2.7%

Lowercase Letter

Value	Count	Frequency (%)
o	7	30.4%
d	5	21.7%
t	4	17.4%
m	3	13.0%
s	1	4.3%
l	1	4.3%
i	1	4.3%
g	1	4.3%

Close Punctuation

Value	Count	Frequency (%)
)	107	99.1%
]	1	0.9%

Open Punctuation

Value	Count	Frequency (%)
(	107	99.1%
[	1	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	8	66.7%
,	4	33.3%

Space Separator

Value	Count	Frequency (%)
	589	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3891	70.6%
Common	1116	20.3%
Latin	501	9.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	329	8.5%
시	164	4.2%
네	151	3.9%
제	150	3.9%
스	143	3.7%
마	140	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2408	61.9%

Latin

Value	Count	Frequency (%)
C	113	22.6%
G	90	18.0%
V	88	17.6%
N	28	5.6%
O	18	3.6%
E	17	3.4%
I	15	3.0%
T	12	2.4%
M	12	2.4%
A	12	2.4%
Other values (21)	96	19.2%

Common

Value	Count	Frequency (%)
	589	52.8%
)	107	9.6%
(	107	9.6%
1	47	4.2%
2	44	3.9%
4	40	3.6%
3	34	3.0%
6	33	3.0%
5	32	2.9%
7	25	2.2%
Other values (8)	58	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3891	70.6%
ASCII	1617	29.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	589	36.4%
C	113	7.0%
)	107	6.6%
(	107	6.6%
G	90	5.6%
V	88	5.4%
1	47	2.9%
2	44	2.7%
4	40	2.5%
3	34	2.1%
Other values (39)	358	22.1%

Hangul

Value	Count	Frequency (%)
관	329	8.5%
시	164	4.2%
네	151	3.9%
제	150	3.9%
스	143	3.7%
마	140	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2408	61.9%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	396
지번우편번호	92
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.4470588
Min length	4

Unique

Unique	10 ?
Unique (%)	2.0%

Sample

1st row	600805
2nd row	<NA>
3rd row	<NA>
4th row	지번우편번호
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	396	77.6%
지번우편번호	92	18.0%
614845	4	0.8%
600805	3	0.6%
601060	3	0.6%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	396	77.6%
지번우편번호	92	18.0%
614845	4	0.8%
600805	3	0.6%
601060	3	0.6%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.2%

sitewhladdr
Text

Distinct	178
Distinct (%)	34.9%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	46
Median length	38
Mean length	26.498039
Min length	18

Characters and Unicode

Total characters	13514
Distinct characters	254
Distinct categories	10 ?
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	86 ?
Unique (%)	16.9%

Sample

1st row	부산광역시 중구 부평동1가 45-9번지
2nd row	부산광역시 중구 남포동5가 12-1
3rd row	부산광역시 중구 남포동5가 12-1
4th row	부산광역시 중구 남포동5가 12-1
5th row	부산광역시 중구 남포동5가 18-1번지

Value	Count	Frequency (%)
부산광역시	510	20.2%
해운대구	135	5.3%
우동	101	4.0%
부산진구	88	3.5%
	76	3.0%
중구	56	2.2%
부전동	53	2.1%
수영구	30	1.2%
동래구	30	1.2%
북구	29	1.1%
Other values (343)	1421	56.2%

Most occurring characters

Value	Count	Frequency (%)
	2478	18.3%
부	707	5.2%
산	666	4.9%
시	549	4.1%
동	549	4.1%
광	524	3.9%
역	512	3.8%
구	487	3.6%
1	465	3.4%
-	434	3.2%
Other values (244)	6143	45.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7804	57.7%
Space Separator	2478	18.3%
Decimal Number	2146	15.9%
Other Punctuation	457	3.4%
Dash Punctuation	434	3.2%
Uppercase Letter	150	1.1%
Lowercase Letter	15	0.1%
Open Punctuation	12	0.1%
Close Punctuation	12	0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	707	9.1%
산	666	8.5%
시	549	7.0%
동	549	7.0%
광	524	6.7%
역	512	6.6%
구	487	6.2%
지	207	2.7%
대	182	2.3%
번	178	2.3%
Other values (208)	3243	41.6%

Uppercase Letter

Value	Count	Frequency (%)
K	35	23.3%
T	21	14.0%
S	19	12.7%
G	16	10.7%
B	11	7.3%
H	10	6.7%
U	10	6.7%
C	10	6.7%
Y	9	6.0%
N	8	5.3%

Decimal Number

Value	Count	Frequency (%)
1	465	21.7%
2	312	14.5%
5	225	10.5%
6	219	10.2%
4	197	9.2%
0	163	7.6%
8	158	7.4%
7	153	7.1%
3	142	6.6%
9	112	5.2%

Lowercase Letter

Value	Count	Frequency (%)
e	5	33.3%
o	3	20.0%
h	2	13.3%
r	2	13.3%
l	1	6.7%
i	1	6.7%
v	1	6.7%

Other Punctuation

Value	Count	Frequency (%)
*	424	92.8%
,	18	3.9%
&	15	3.3%

Space Separator

Value	Count	Frequency (%)
	2478	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	434	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7804	57.7%
Common	5545	41.0%
Latin	165	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	707	9.1%
산	666	8.5%
시	549	7.0%
동	549	7.0%
광	524	6.7%
역	512	6.6%
구	487	6.2%
지	207	2.7%
대	182	2.3%
번	178	2.3%
Other values (208)	3243	41.6%

Common

Value	Count	Frequency (%)
	2478	44.7%
1	465	8.4%
-	434	7.8%
*	424	7.6%
2	312	5.6%
5	225	4.1%
6	219	3.9%
4	197	3.6%
0	163	2.9%
8	158	2.8%
Other values (8)	470	8.5%

Latin

Value	Count	Frequency (%)
K	35	21.2%
T	21	12.7%
S	19	11.5%
G	16	9.7%
B	11	6.7%
H	10	6.1%
U	10	6.1%
C	10	6.1%
Y	9	5.5%
N	8	4.8%
Other values (8)	16	9.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7804	57.7%
ASCII	5710	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2478	43.4%
1	465	8.1%
-	434	7.6%
*	424	7.4%
2	312	5.5%
5	225	3.9%
6	219	3.8%
4	197	3.5%
0	163	2.9%
8	158	2.8%
Other values (26)	635	11.1%

Hangul

Value	Count	Frequency (%)
부	707	9.1%
산	666	8.5%
시	549	7.0%
동	549	7.0%
광	524	6.7%
역	512	6.6%
구	487	6.2%
지	207	2.7%
대	182	2.3%
번	178	2.3%
Other values (208)	3243	41.6%

rdnpostno
Text

MISSING

Distinct	106
Distinct (%)	21.7%
Missing	21
Missing (%)	4.1%
Memory size	4.1 KiB

Length

Max length	7
Median length	5
Mean length	5.00818
Min length	5

Characters and Unicode

Total characters	2449
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	44 ?
Unique (%)	9.0%

Sample

1st row	48947
2nd row	48953
3rd row	48953
4th row	48953
5th row	48947

Value	Count	Frequency (%)
48058	54	11.0%
48947	49	10.0%
48953	20	4.1%
47296	16	3.3%
48059	16	3.3%
46726	14	2.9%
47299	12	2.5%
47288	12	2.5%
48944	11	2.2%
47285	11	2.2%
Other values (96)	274	56.0%

Most occurring characters

Value	Count	Frequency (%)
4	633	25.8%
8	420	17.1%
7	248	10.1%
9	239	9.8%
5	185	7.6%
0	176	7.2%
2	175	7.1%
6	167	6.8%
1	101	4.1%
3	91	3.7%
Other values (7)	14	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2435	99.4%
Other Letter	14	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	633	26.0%
8	420	17.2%
7	248	10.2%
9	239	9.8%
5	185	7.6%
0	176	7.2%
2	175	7.2%
6	167	6.9%
1	101	4.1%
3	91	3.7%

Other Letter

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2435	99.4%
Hangul	14	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	633	26.0%
8	420	17.2%
7	248	10.2%
9	239	9.8%
5	185	7.6%
0	176	7.2%
2	175	7.2%
6	167	6.9%
1	101	4.1%
3	91	3.7%

Hangul

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2435	99.4%
Hangul	14	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	633	26.0%
8	420	17.2%
7	248	10.2%
9	239	9.8%
5	185	7.6%
0	176	7.2%
2	175	7.2%
6	167	6.9%
1	101	4.1%
3	91	3.7%

Hangul

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

rdnwhladdr
Text

MISSING

Distinct	180
Distinct (%)	35.7%
Missing	6
Missing (%)	1.2%
Memory size	4.1 KiB

Length

Max length	53
Median length	47
Mean length	33.55754
Min length	22

Characters and Unicode

Total characters	16913
Distinct characters	284
Distinct categories	10 ?
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	87 ?
Unique (%)	17.3%

Sample

1st row	부산광역시 중구 중구로 13 (부평동1가)
2nd row	부산광역시 중구 비프광장로 37, 6층 (남포동5가)
3rd row	부산광역시 중구 비프광장로 37, 6층 (남포동5가)
4th row	부산광역시 중구 비프광장로 37, 6층 (남포동5가)
5th row	부산광역시 중구 비프광장로 36 (남포동5가)

Value	Count	Frequency (%)
부산광역시	504	15.5%
해운대구	135	4.1%
우동	91	2.8%
부산진구	88	2.7%
	76	2.3%
중앙대로	56	1.7%
호	55	1.7%
부전동	53	1.6%
중구	53	1.6%
해운대로	46	1.4%
Other values (453)	2101	64.5%

Most occurring characters

Value	Count	Frequency (%)
	2779	16.4%
부	720	4.3%
산	673	4.0%
동	624	3.7%
광	567	3.4%
시	562	3.3%
*	516	3.1%
역	506	3.0%
로	499	3.0%
)	494	2.9%
Other values (274)	8973	53.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9995	59.1%
Space Separator	2779	16.4%
Decimal Number	1938	11.5%
Other Punctuation	990	5.9%
Close Punctuation	497	2.9%
Open Punctuation	497	2.9%
Uppercase Letter	159	0.9%
Dash Punctuation	30	0.2%
Lowercase Letter	16	0.1%
Math Symbol	12	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	720	7.2%
산	673	6.7%
동	624	6.2%
광	567	5.7%
시	562	5.6%
역	506	5.1%
로	499	5.0%
구	491	4.9%
대	396	4.0%
층	216	2.2%
Other values (233)	4741	47.4%

Uppercase Letter

Value	Count	Frequency (%)
K	35	22.0%
T	21	13.2%
S	19	11.9%
G	15	9.4%
B	12	7.5%
C	11	6.9%
H	10	6.3%
U	10	6.3%
Y	9	5.7%
N	8	5.0%
Other values (3)	9	5.7%

Decimal Number

Value	Count	Frequency (%)
1	365	18.8%
2	268	13.8%
3	215	11.1%
0	213	11.0%
6	168	8.7%
5	162	8.4%
7	158	8.2%
4	147	7.6%
9	122	6.3%
8	120	6.2%

Lowercase Letter

Value	Count	Frequency (%)
e	5	31.2%
o	3	18.8%
r	2	12.5%
h	2	12.5%
p	1	6.2%
l	1	6.2%
i	1	6.2%
v	1	6.2%

Other Punctuation

Value	Count	Frequency (%)
*	516	52.1%
,	459	46.4%
&	15	1.5%

Close Punctuation

Value	Count	Frequency (%)
)	494	99.4%
]	3	0.6%

Open Punctuation

Value	Count	Frequency (%)
(	494	99.4%
[	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2779	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	30	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9995	59.1%
Common	6743	39.9%
Latin	175	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	720	7.2%
산	673	6.7%
동	624	6.2%
광	567	5.7%
시	562	5.6%
역	506	5.1%
로	499	5.0%
구	491	4.9%
대	396	4.0%
층	216	2.2%
Other values (233)	4741	47.4%

Latin

Value	Count	Frequency (%)
K	35	20.0%
T	21	12.0%
S	19	10.9%
G	15	8.6%
B	12	6.9%
C	11	6.3%
H	10	5.7%
U	10	5.7%
Y	9	5.1%
N	8	4.6%
Other values (11)	25	14.3%

Common

Value	Count	Frequency (%)
	2779	41.2%
*	516	7.7%
)	494	7.3%
(	494	7.3%
,	459	6.8%
1	365	5.4%
2	268	4.0%
3	215	3.2%
0	213	3.2%
6	168	2.5%
Other values (10)	772	11.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9995	59.1%
ASCII	6918	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2779	40.2%
*	516	7.5%
)	494	7.1%
(	494	7.1%
,	459	6.6%
1	365	5.3%
2	268	3.9%
3	215	3.1%
0	213	3.1%
6	168	2.4%
Other values (31)	947	13.7%

Hangul

Value	Count	Frequency (%)
부	720	7.2%
산	673	6.7%
동	624	6.2%
광	567	5.7%
시	562	5.6%
역	506	5.1%
로	499	5.0%
구	491	4.9%
대	396	4.0%
층	216	2.2%
Other values (233)	4741	47.4%

apvpermymd
Real number (ℝ)

Distinct	177
Distinct (%)	34.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20126450

Minimum	19451015
Maximum	20220921
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060926
median	20161072
Q3	20200330
95-th percentile	20220171
Maximum	20220921
Range	769906
Interquartile range (IQR)	139404

Descriptive statistics

Standard deviation	89922.156
Coefficient of variation (CV)	0.0044678597
Kurtosis	8.1524434
Mean	20126450
Median Absolute Deviation (MAD)	50143.5
Skewness	-1.7698299
Sum	1.026449 × 10¹⁰
Variance	8.0859941 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211215	12	2.4%
20000529	12	2.4%
20190315	12	2.4%
20010609	11	2.2%
20140822	11	2.2%
20071204	10	2.0%
20210615	10	2.0%
20050307	10	2.0%
20090302	10	2.0%
20021112	10	2.0%
Other values (167)	402	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.4%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20220921	1	0.2%
20220819	2	0.4%
20220729	2	0.4%
20220728	1	0.2%
20220627	1	0.2%
20220624	2	0.4%
20220623	2	0.4%
20220621	2	0.4%
20220511	1	0.2%
20220427	2	0.4%

dcbymd
Categorical

IMBALANCE

Distinct	42
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	339
폐업일자	87
20170315	10
20110616	8
20160617	8
Other values (37)	58

Length

Max length	8
Median length	4
Mean length	4.6588235
Min length	4

Unique

Unique	27 ?
Unique (%)	5.3%

Sample

1st row	20080501
2nd row	<NA>
3rd row	<NA>
4th row	폐업일자
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	339	66.5%
폐업일자	87	17.1%
20170315	10	2.0%
20110616	8	1.6%
20160617	8	1.6%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20200921	3	0.6%
20210806	3	0.6%
Other values (32)	38	7.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	339	66.5%
폐업일자	87	17.1%
20170315	10	2.0%
20110616	8	1.6%
20160617	8	1.6%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20200921	3	0.6%
20210806	3	0.6%
Other values (32)	38	7.5%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
휴업시작일자	92

Length

Max length	6
Median length	4
Mean length	4.3607843
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
휴업시작일자	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
휴업시작일자	92	18.0%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
휴업종료일자	92

Length

Max length	6
Median length	4
Mean length	4.3607843
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
휴업종료일자	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
휴업종료일자	92	18.0%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
재개업일자	92

Length

Max length	5
Median length	4
Mean length	4.1803922
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
재개업일자	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
재개업일자	92	18.0%

trdstatenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

영업/정상	384
03	56
13	40
폐업	17
제외/삭제/전출	11
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	4.3921569
Min length	2

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
영업/정상	384	75.3%
03	56	11.0%
13	40	7.8%
폐업	17	3.3%
제외/삭제/전출	11	2.2%
35	1	0.2%
<NA>	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	384	75.3%
03	56	11.0%
13	40	7.8%
폐업	17	3.3%
제외/삭제/전출	11	2.2%
35	1	0.2%
na	1	0.2%

dtlstatenm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

영업중	425
폐업	73
전출	11
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8372549
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	425	83.3%
폐업	73	14.3%
전출	11	2.2%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	425	83.3%
폐업	73	14.3%
전출	11	2.2%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	145
Distinct (%)	28.8%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	389658.79

Minimum	373470.6
Maximum	401669
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	373470.6
5-th percentile	379320.52
Q1	385622.78
median	389751.94
Q3	393674.03
95-th percentile	398305.03
Maximum	401669
Range	28198.396
Interquartile range (IQR)	8051.2525

Descriptive statistics

Standard deviation	5797.5089
Coefficient of variation (CV)	0.014878424
Kurtosis	0.1313734
Mean	389658.79
Median Absolute Deviation (MAD)	3972.7178
Skewness	-0.36009598
Sum	1.9638803 × 10⁸
Variance	33611109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	25	4.9%
388011.197829908	12	2.4%
387608.014165034	11	2.2%
387271.299492377	11	2.2%
385622.780457355	11	2.2%
396915.143441	10	2.0%
393952.264486105	10	2.0%
398310.243451	10	2.0%
394083.501537578	10	2.0%
389816.233000769	9	1.8%
Other values (135)	385	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
373470.60373869	7	1.4%
374253.112340712	7	1.4%
377557.995908	1	0.2%
378656.720935232	1	0.2%
379212.079721725	5	1.0%
379240.573215267	3	0.6%
379280.632039	2	0.4%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380509.783073762	7	1.4%

Value	Count	Frequency (%)
401669.0	6	1.2%
401646.70301259	3	0.6%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398757.078098629	1	0.2%
398628.503470003	2	0.4%
398330.516530402	2	0.4%
398310.243451	10	2.0%
398275.475596001	1	0.2%
398269.05154158	7	1.4%

y
Real number (ℝ)

MISSING

Distinct	145
Distinct (%)	28.8%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	187527.89

Minimum	178757.42
Maximum	206353.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	178757.42
5-th percentile	179452.22
Q1	185310.71
median	187480.44
Q3	189911.43
95-th percentile	195491.52
Maximum	206353.86
Range	27596.432
Interquartile range (IQR)	4600.7252

Descriptive statistics

Standard deviation	5358.3386
Coefficient of variation (CV)	0.028573555
Kurtosis	1.9661239
Mean	187527.89
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.92868388
Sum	94514058
Variance	28711793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	25	4.9%
185310.70532509	12	2.4%
185703.079007724	11	2.2%
186099.137533193	11	2.2%
179452.224754792	11	2.2%
187480.443811	10	2.0%
187602.933160728	10	2.0%
188031.67198	10	2.0%
187707.586117775	10	2.0%
193329.605871168	9	1.8%
Other values (135)	385	75.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178757.423271048	7	1.4%
178872.461747926	1	0.2%
178919.583231221	7	1.4%
179411.189506548	1	0.2%
179452.224754792	11	2.2%
179597.592953541	6	1.2%
179823.23303496	4	0.8%
179885.813689	2	0.4%
179911.285409	5	1.0%
179919.437009	4	0.8%

Value	Count	Frequency (%)
206353.855586145	2	0.4%
204621.655738547	5	1.0%
204597.0	5	1.0%
204401.691446	6	1.2%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	1.6%
195029.489621392	1	0.2%
194992.355262	2	0.4%
194681.150958776	7	1.4%

lastmodts
Real number (ℝ)

Distinct	414
Distinct (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0195237 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0220921 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0190322 × 10¹³
median	2.0210423 × 10¹³
Q3	2.021122 × 10¹³
95-th percentile	2.0220708 × 10¹³
Maximum	2.0220921 × 10¹³
Range	1.9079398 × 10¹¹
Interquartile range (IQR)	2.0898011 × 10¹⁰

Descriptive statistics

Standard deviation	3.3963474 × 10¹⁰
Coefficient of variation (CV)	0.0016817566
Kurtosis	7.1395587
Mean	2.0195237 × 10¹³
Median Absolute Deviation (MAD)	9.6820109 × 10⁹
Skewness	-2.5801959
Sum	1.0299571 × 10¹⁶
Variance	1.1535176 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211220133338	5	1.0%
20190920121341	5	1.0%
20210421091411	5	1.0%
20191017170859	4	0.8%
20030127161348	4	0.8%
20211220161532	4	0.8%
20211221180318	4	0.8%
20211217153628	4	0.8%
20211217153629	3	0.6%
20200103170215	3	0.6%
Other values (404)	469	92.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030127161348	4	0.8%
20040731102817	1	0.2%
20050416094533	1	0.2%
20070725150334	1	0.2%
20070725150429	1	0.2%
20070725183312	1	0.2%
20071231132808	1	0.2%
20080506140353	1	0.2%
20080627132446	1	0.2%
20090622134847	1	0.2%

Value	Count	Frequency (%)
20220921145352	1	0.2%
20220921145342	1	0.2%
20220921145332	1	0.2%
20220921145324	1	0.2%
20220921145314	1	0.2%
20220921145304	1	0.2%
20220921145254	1	0.2%
20220921145244	1	0.2%
20220921131718	1	0.2%
20220921131707	1	0.2%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
업태구분명	92

Length

Max length	5
Median length	4
Mean length	4.1803922
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
업태구분명	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
업태구분명	92	18.0%

sitetel
Categorical

Distinct	43
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

051-123-1234	191
<NA>	108
전화번호	52
910-1411	12
070-7495-8542	11
Other values (38)	136

Length

Max length	13
Median length	12
Mean length	9.3705882
Min length	4

Unique

Unique	14 ?
Unique (%)	2.7%

Sample

1st row	051-123-1234
2nd row	070-7438-5100
3rd row	070-7438-5100
4th row	070-7438-5100
5th row	051-123-1234

Common Values

Value	Count	Frequency (%)
051-123-1234	191	37.5%
<NA>	108	21.2%
전화번호	52	10.2%
910-1411	12	2.4%
070-7495-8542	11	2.2%
051-366-2200	9	1.8%
051-745-2883	8	1.6%
051-581-5950	7	1.4%
051-507-0202	7	1.4%
364-0480	7	1.4%
Other values (33)	98	19.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	191	37.5%
na	108	21.2%
전화번호	52	10.2%
910-1411	12	2.4%
070-7495-8542	11	2.2%
051-366-2200	9	1.8%
051-745-2883	8	1.6%
364-0480	7	1.4%
070-4159-8881	7	1.4%
070-7465-3972	7	1.4%
Other values (33)	98	19.2%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	311
문화시설	88
건물용도명	82
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1862745
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	311	61.0%
문화시설	88	17.3%
건물용도명	82	16.1%
근린생활시설	13	2.5%
유통시설	9	1.8%
호텔	6	1.2%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	311	61.0%
문화시설	88	17.3%
건물용도명	82	16.1%
근린생활시설	13	2.5%
유통시설	9	1.8%
호텔	6	1.2%
사무실	1	0.2%

perplaformsenm
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

영화관	294
<NA>	137
공연장형태구분명	75
자동차극장	4

Length

Max length	8
Median length	3
Mean length	4.0196078
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화관	294	57.6%
<NA>	137	26.9%
공연장형태구분명	75	14.7%
자동차극장	4	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	294	57.6%
na	137	26.9%
공연장형태구분명	75	14.7%
자동차극장	4	0.8%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
기존게임업외업종명	92

Length

Max length	9
Median length	4
Mean length	4.9019608
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
기존게임업외업종명	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
기존게임업외업종명	92	18.0%

noroomcnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	331
0	116
노래방실수	63

Length

Max length	5
Median length	4
Mean length	3.4411765
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	331	64.9%
0	116	22.7%
노래방실수	63	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	331	64.9%
0	116	22.7%
노래방실수	63	12.4%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	227
영화상영관	196
문화사업자구분명	87

Length

Max length	8
Median length	5
Mean length	5.0666667
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	227	44.5%
영화상영관	196	38.4%
문화사업자구분명	87	17.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	227	44.5%
영화상영관	196	38.4%
문화사업자구분명	87	17.1%

culphyedcobnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

영화상영관	302
영화제작업	141
영화배급업	33
영화상영업	24
영화수입업	8

Length

Max length	5
Median length	5
Mean length	4.9960784
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화상영관	302	59.2%
영화제작업	141	27.6%
영화배급업	33	6.5%
영화상영업	24	4.7%
영화수입업	8	1.6%
<NA>	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	302	59.2%
영화제작업	141	27.6%
영화배급업	33	6.5%
영화상영업	24	4.7%
영화수입업	8	1.6%
na	2	0.4%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
방	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
방	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
방	92	18.0%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
비디오재생기명	92

Length

Max length	7
Median length	4
Mean length	4.5411765
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
비디오재생기명	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
비디오재생기명	92	18.0%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
비	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
비	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
비	92	18.0%

emexyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
비	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
비	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
비	92	18.0%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
소	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
소	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
소	92	18.0%

facilar
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	325
0	116
시설면적	63
1578.8	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.3392157
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	325	63.7%
0	116	22.7%
시설면적	63	12.4%
1578.8	4	0.8%
147.46	1	0.2%
181.3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	325	63.7%
0	116	22.7%
시설면적	63	12.4%
1578.8	4	0.8%
147.46	1	0.2%
181.3	1	0.2%

soundfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
음	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
음	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
음	92	18.0%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
자	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
자	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
자	92	18.0%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
제공게임물명	92

Length

Max length	6
Median length	4
Mean length	4.3607843
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
제공게임물명	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
제공게임물명	92	18.0%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
제작취급품목내용	92

Length

Max length	8
Median length	4
Mean length	4.7215686
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
제작취급품목내용	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
제작취급품목내용	92	18.0%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
조	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
조	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
조	92	18.0%

lghtfacilinillu
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	331
0	116
조명시설조도	63

Length

Max length	6
Median length	4
Mean length	3.5647059
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	331	64.9%
0	116	22.7%
조명시설조도	63	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	331	64.9%
0	116	22.7%
조명시설조도	63	12.4%

nearenvnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	363
주변환경명	86
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.2176471
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	363	71.2%
주변환경명	86	16.9%
기타	32	6.3%
유흥업소밀집지역	18	3.5%
아파트지역	9	1.8%
학교정화(상대)	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	363	71.2%
주변환경명	86	16.9%
기타	32	6.3%
유흥업소밀집지역	18	3.5%
아파트지역	9	1.8%
학교정화(상대	2	0.4%

jisgnumlay
Categorical

Distinct	23
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	150
0	60
지상층수	53
10	43
7	28
Other values (18)	176

Length

Max length	4
Median length	2
Mean length	2.4490196
Min length	1

Unique

Unique	4 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	150	29.4%
0	60	11.8%
지상층수	53	10.4%
10	43	8.4%
7	28	5.5%
9	27	5.3%
5	20	3.9%
8	19	3.7%
42	17	3.3%
13	15	2.9%
Other values (13)	78	15.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	150	29.4%
0	60	11.8%
지상층수	53	10.4%
10	43	8.4%
7	28	5.5%
9	27	5.3%
5	20	3.9%
8	19	3.7%
42	17	3.3%
13	15	2.9%
Other values (13)	78	15.3%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	350
지역구분명	85
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3627451
Min length	4

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	350	68.6%
지역구분명	85	16.7%
일반상업지역	30	5.9%
상업지역	16	3.1%
중심상업지역	12	2.4%
녹지지역	8	1.6%
일반주거지역	4	0.8%
근린상업지역	3	0.6%
주거지역	1	0.2%
일반공업지역	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	350	68.6%
지역구분명	85	16.7%
일반상업지역	30	5.9%
상업지역	16	3.1%
중심상업지역	12	2.4%
녹지지역	8	1.6%
일반주거지역	4	0.8%
근린상업지역	3	0.6%
주거지역	1	0.2%
일반공업지역	1	0.2%

undernumlay
Categorical

Distinct	12
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	158
5	65
0	60
지하층수	54
2	53
Other values (7)	120

Length

Max length	4
Median length	1
Mean length	2.2509804
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	158	31.0%
5	65	12.7%
0	60	11.8%
지하층수	54	10.6%
2	53	10.4%
1	35	6.9%
3	24	4.7%
4	21	4.1%
6	20	3.9%
8	18	3.5%
Other values (2)	2	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	158	31.0%
5	65	12.7%
0	60	11.8%
지하층수	54	10.6%
2	53	10.4%
1	35	6.9%
3	24	4.7%
4	21	4.1%
6	20	3.9%
8	18	3.5%
Other values (2)	2	0.4%

bgroomcnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	331
0	116
청소년실수	63

Length

Max length	5
Median length	4
Mean length	3.4411765
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	331	64.9%
0	116	22.7%
청소년실수	63	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	331	64.9%
0	116	22.7%
청소년실수	63	12.4%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
청	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
청	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
청	92	18.0%

totgasyscnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	331
0	116
총게임기수	63

Length

Max length	5
Median length	4
Mean length	3.4411765
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	331	64.9%
0	116	22.7%
총게임기수	63	12.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	331	64.9%
0	116	22.7%
총게임기수	63	12.4%

totnumlay
Categorical

Distinct	20
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	225
0	77
총층수	56
10	20
12	13
Other values (15)	119

Length

Max length	4
Median length	3
Mean length	2.7764706
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	225	44.1%
0	77	15.1%
총층수	56	11.0%
10	20	3.9%
12	13	2.5%
9	12	2.4%
6	12	2.4%
11	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	225	44.1%
0	77	15.1%
총층수	56	11.0%
10	20	3.9%
12	13	2.5%
9	12	2.4%
6	12	2.4%
11	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.2%

frstregts
Real number (ℝ)

Distinct	176
Distinct (%)	34.6%
Missing	2
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	20126080

Minimum	19451015
Maximum	20220921
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060901
median	20161013
Q3	20200330
95-th percentile	20220123
Maximum	20220921
Range	769906
Interquartile range (IQR)	139429.25

Descriptive statistics

Standard deviation	89905.035
Coefficient of variation (CV)	0.0044670912
Kurtosis	8.1712678
Mean	20126080
Median Absolute Deviation (MAD)	50202
Skewness	-1.7699827
Sum	1.0224049 × 10¹⁰
Variance	8.0829154 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.4%
20190315	12	2.4%
20211215	12	2.4%
20140822	11	2.2%
20010609	11	2.2%
20071204	10	2.0%
20021112	10	2.0%
20050307	10	2.0%
20090302	10	2.0%
20210615	10	2.0%
Other values (166)	400	78.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.4%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20220921	1	0.2%
20220819	2	0.4%
20220729	2	0.4%
20220728	1	0.2%
20220627	1	0.2%
20220624	2	0.4%
20220623	2	0.4%
20220621	2	0.4%
20220511	1	0.2%
20220426	1	0.2%

pasgbreth
Categorical

Distinct	19
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	211
1	103
0	94
통로너비	57
1.5	12
Other values (14)	33

Length

Max length	4
Median length	4
Mean length	2.7862745
Min length	1

Unique

Unique	8 ?
Unique (%)	1.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	211	41.4%
1	103	20.2%
0	94	18.4%
통로너비	57	11.2%
1.5	12	2.4%
1.2	7	1.4%
1.45	5	1.0%
1.3	4	0.8%
1.15	4	0.8%
1.7	3	0.6%
Other values (9)	10	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	211	41.4%
1	103	20.2%
0	94	18.4%
통로너비	57	11.2%
1.5	12	2.4%
1.2	7	1.4%
1.45	5	1.0%
1.3	4	0.8%
1.15	4	0.8%
1.7	3	0.6%
Other values (9)	10	2.0%

speclghtyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
특	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
특	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
특	92	18.0%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
편	92

Length

Max length	4
Median length	4
Mean length	3.4588235
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
편	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
편	92	18.0%

actlnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	418
품목명	92

Length

Max length	4
Median length	4
Mean length	3.8196078
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	418	82.0%
품목명	92	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	418	82.0%
품목명	92	18.0%

last_load_dttm
Date

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2022-11-01 05:20:03
Maximum	2022-11-01 05:20:03

Histogram

Histogram with fixed size bins (bins=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	bdngsrvnm	perplaformsenm	bfgameocptectcobnm	noroomcnt	culwrkrsenm	culphyedcobnm	souarfacilyn	vdoretornm	emerstairyn	emexyn	firefacilyn	facilar	soundfacilyn	autochaairyn	prvdgathinnm	mnfactreartclcn	lghtfacilyn	lghtfacilinillu	nearenvnm	jisgnumlay	regnsenm	undernumlay	bgroomcnt	bgroomyn	totgasyscnt	totnumlay	frstregts	pasgbreth	speclghtyn	cnvefacilyn	actlnm	last_load_dttm
0	1	3250000	CDFF4220002005000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	국도극장 예술관	600805	부산광역시 중구 부평동1가 45-9번지	48947	부산광역시 중구 중구로 13 (부평동1가)	20050415	20080501	<NA>	<NA>	<NA>	03	폐업	384872.100538	179957.089237	20080506140353	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20050415	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
1	2	3250000	CDFF4220002017000003	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제3관	<NA>	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20211220135303	<NA>	070-7438-5100	<NA>	영화관	<NA>	<NA>	<NA>	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	상업지역	4	<NA>	<NA>	<NA>	<NA>	20170309	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
2	3	3250000	CDFF4220002017000006	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제6관	<NA>	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20211220135540	<NA>	070-7438-5100	<NA>	영화관	<NA>	<NA>	<NA>	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	상업지역	4	<NA>	<NA>	<NA>	<NA>	20170309	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
3	4	3250000	CDFF4220002017000005	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제5관	지번우편번호	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	384985.448098	179597.592954	20211220135431	업태구분명	070-7438-5100	건물용도명	영화관	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영관	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	6	상업지역	4	청소년실수	청	총게임기수	총층수	20170309	통로너비	특	편	품목명	2022-11-01 05:20:03
4	5	3250000	CDFF4220001982000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 1관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19820125	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102116	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19820125	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
5	6	3250000	CDFF4220001993000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 2관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102237	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
6	7	3250000	CDFF4220001993000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 3관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621103110	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
7	8	3250000	CDFF4220001998000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	삼보극장	600807	부산광역시 중구 부평동2가 56번지	48947	<NA>	19980307	20070725	<NA>	<NA>	<NA>	03	폐업	<NA>	<NA>	20070725183312	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19980307	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
8	9	3250000	CDFF4220001999000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 1관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104121	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	10	19990716	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
9	10	3250000	CDFF4220001999000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 2관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104156	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	4	<NA>	<NA>	<NA>	<NA>	19990716	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngsrvnm	perplaformsenm	bfgameocptectcobnm	noroomcnt	culwrkrsenm	culphyedcobnm	souarfacilyn	vdoretornm	emerstairyn	emexyn	firefacilyn	facilar	soundfacilyn	autochaairyn	prvdgathinnm	mnfactreartclcn	lghtfacilyn	lghtfacilinillu	nearenvnm	jisgnumlay	regnsenm	undernumlay	bgroomcnt	bgroomyn	totgasyscnt	totnumlay	frstregts	pasgbreth	speclghtyn	cnvefacilyn	actlnm	last_load_dttm
500	3019	3360000	CDFF5211042021000001	03_13_03_P	U	2021-06-13 02:40:00.0	영화상영업	롯데시네마 부산 명지점	지번우편번호	부산광역시 강서구 명지동 3432-3	46726	부산광역시 강서구 명지국제6로 107, 부산명지 대방디엠시티 센텀오션 2차 2층 (명지동)	20210512	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	374253.112341	178757.423271	20210611144411	업태구분명	070-4159-8881	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210512	통로너비	특	편	품목명	2022-11-01 05:20:03
501	3020	3330000	CDFF5211032021000003	03_13_01_P	U	2022-09-11 02:40:00.0	영화배급업	주식회사 엠앤미디어	<NA>	부산광역시 해운대구 우동 ***- 부산문화콘텐츠컴플렉스 *층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 **, 부산문화콘텐츠컴플렉스 층 부산콘텐츠코리아랩 (우동)	20210513	20220908	<NA>	<NA>	<NA>	폐업	폐업	393573.517297	188018.687138	20220908151458	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	영화배급업	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	0	<NA>	0	0	<NA>	0	0	20210513	0	<NA>	<NA>	<NA>	2022-11-01 05:20:03
502	3021	3330000	CDFF5211012021000005	03_13_05_P	U	2022-09-11 02:40:00.0	영화제작업	주식회사 엠앤미디어	<NA>	부산광역시 해운대구 우동 ***- 부산문화콘텐츠컴플렉스 *층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 **, 부산문화콘텐츠컴플렉스 층 부산콘텐츠코리아랩 (우동)	20210513	20220908	<NA>	<NA>	<NA>	폐업	폐업	393573.517297	188018.687138	20220908143548	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	0	<NA>	0	0	<NA>	0	0	20210513	0	<NA>	<NA>	<NA>	2022-11-01 05:20:03
503	3022	3250000	CDFF5211022021000001	03_13_04_P	I	2021-05-15 00:22:56.0	영화수입업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513163139	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화수입업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
504	3023	3250000	CDFF5211032021000001	03_13_01_P	I	2021-05-15 00:22:56.0	영화배급업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513163400	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화배급업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
505	3024	3250000	CDFF5211012021000002	03_13_05_P	I	2021-05-15 00:22:56.0	영화제작업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513162803	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-11-01 05:20:03
506	3025	3290000	CDFF5211042021000001	03_13_03_P	U	2021-09-19 02:40:00.0	영화상영업	삼정프라퍼티 주식회사	지번우편번호	부산광역시 부산진구 부전동 227-2 삼정타워	47296	부산광역시 부산진구 중앙대로 672, 삼정타워 11층 (부전동)	20210521	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	387608.014165	185703.079008	20210917145721	업태구분명	051-520-3766	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210521	통로너비	특	편	품목명	2022-11-01 05:20:03
507	3114	3370000	CDFF5211012022000001	03_13_05_P	I	2022-08-21 00:22:27.0	영화제작업	경 필름	<NA>	부산광역시 연제구 연산동 **- 한양아파트	47566	부산광역시 연제구 온천천남로 *, 동 ***호 (연산동, 한양아파트)	20220819	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	391504.565166	189919.185343	20220819102726	<NA>	051-759-1434	<NA>	<NA>	<NA>	0	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	0	<NA>	0	0	<NA>	0	0	20220819	0	<NA>	<NA>	<NA>	2022-11-01 05:20:03
508	3115	3370000	CDFF5211012022000001	03_13_05_P	I	2022-08-21 00:22:27.0	영화제작업	경 필름	<NA>	부산광역시 연제구 연산동 **- 한양아파트	47566	부산광역시 연제구 온천천남로 *, 동 ***호 (연산동, 한양아파트)	20220819	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	391504.565166	189919.185343	20220819102726	<NA>	051-759-1434	<NA>	<NA>	<NA>	0	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	0	<NA>	0	0	<NA>	0	0	20220819	0	<NA>	<NA>	<NA>	2022-11-01 05:20:03
509	3116	3330000	CDFF5211012022000008	03_13_05_P	U	2022-09-15 02:40:00.0	영화제작업	배CINE PRODUCTION(배씨네 프로덕션)	<NA>	부산광역시 해운대구 우동 ***- 영상산업센터	48058	부산광역시 해운대구 센텀서로 , 영상산업센터 *호 (우동)	20210709	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393674.032956	187973.297243	20220913080438	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	<NA>	<NA>	<NA>	<NA>	0	<NA>	0	<NA>	0	0	<NA>	0	0	20210709	0	<NA>	<NA>	<NA>	2022-11-01 05:20:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

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

Decimal Number

Lowercase Letter

Close Punctuation

Open Punctuation

Other Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII