gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	506
Missing cells	41
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	225.0 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2022-08-01
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 (72.5%)	Imbalance
`dcbymd` is highly imbalanced (62.6%)	Imbalance
`trdstatenm` is highly imbalanced (56.5%)	Imbalance
`dtlstatenm` is highly imbalanced (64.1%)	Imbalance
`regnsenm` is highly imbalanced (52.5%)	Imbalance
`rdnpostno` has 21 (4.2%) 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 11:35:52.551803
Analysis finished	2024-04-16 11:35:53.484127
Duration	0.93 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	506
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1083.5771

Minimum	1
Maximum	3113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	1
5-th percentile	26.25
Q1	127.25
median	253.5
Q3	2128.75
95-th percentile	3087.75
Maximum	3113
Range	3112
Interquartile range (IQR)	2001.5

Descriptive statistics

Standard deviation	1208.7374
Coefficient of variation (CV)	1.1155066
Kurtosis	-1.1700452
Mean	1083.5771
Median Absolute Deviation (MAD)	226
Skewness	0.74842735
Sum	548290
Variance	1461046.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
1415	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%
1523	1	0.2%
1477	1	0.2%
Other values (496)	496	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 (%)
3113	1	0.2%
3112	1	0.2%
3111	1	0.2%
3110	1	0.2%
3109	1	0.2%
3108	1	0.2%
3107	1	0.2%
3106	1	0.2%
3105	1	0.2%
3104	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3321166

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	40905.882
Coefficient of variation (CV)	0.012316723
Kurtosis	-0.51896
Mean	3321166
Median Absolute Deviation (MAD)	30000
Skewness	0.073377117
Sum	1.68051 × 10⁹
Variance	1.6732912 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	134	26.5%
3290000	88	17.4%
3250000	56	11.1%
3300000	30	5.9%
3320000	29	5.7%
3380000	29	5.7%
3350000	28	5.5%
3400000	28	5.5%
3310000	21	4.2%
3390000	15	3.0%
Other values (5)	48	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	11.1%
3260000	2	0.4%
3270000	9	1.8%
3290000	88	17.4%
3300000	30	5.9%
3310000	21	4.2%
3320000	29	5.7%
3330000	134	26.5%
3340000	13	2.6%
3350000	28	5.5%

Value	Count	Frequency (%)
3400000	28	5.5%
3390000	15	3.0%
3380000	29	5.7%
3370000	10	2.0%
3360000	14	2.8%
3350000	28	5.5%
3340000	13	2.6%
3330000	134	26.5%
3320000	29	5.7%
3310000	21	4.2%

mgtno
Text

Distinct	259
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	10120
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	148 ?
Unique (%)	29.2%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	3.6%
cdff5211012021000001	13	2.6%
cdff5211012019000001	12	2.4%
cdff5211012022000001	10	2.0%
cdff5211012020000002	9	1.8%
cdff5211012021000002	9	1.8%
cdff5211042021000001	8	1.6%
cdff5211012022000002	8	1.6%
cdff5211032020000001	8	1.6%
cdff5211032019000001	8	1.6%
Other values (249)	403	79.6%

Most occurring characters

Value	Count	Frequency (%)
0	4362	43.1%
2	1599	15.8%
1	1027	10.1%
F	1012	10.0%
C	506	5.0%
D	506	5.0%
4	397	3.9%
5	271	2.7%
9	135	1.3%
3	95	0.9%
Other values (3)	210	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8096	80.0%
Uppercase Letter	2024	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4362	53.9%
2	1599	19.8%
1	1027	12.7%
4	397	4.9%
5	271	3.3%
9	135	1.7%
3	95	1.2%
7	84	1.0%
6	67	0.8%
8	59	0.7%

Uppercase Letter

Value	Count	Frequency (%)
F	1012	50.0%
C	506	25.0%
D	506	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8096	80.0%
Latin	2024	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4362	53.9%
2	1599	19.8%
1	1027	12.7%
4	397	4.9%
5	271	3.3%
9	135	1.7%
3	95	1.2%
7	84	1.0%
6	67	0.8%
8	59	0.7%

Latin

Value	Count	Frequency (%)
F	1012	50.0%
C	506	25.0%
D	506	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10120	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4362	43.1%
2	1599	15.8%
1	1027	10.1%
F	1012	10.0%
C	506	5.0%
D	506	5.0%
4	397	3.9%
5	271	2.7%
9	135	1.3%
3	95	0.9%
Other values (3)	210	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	139
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	59.7%
03_13_05_P	139	27.5%
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	59.7%
03_13_05_p	139	27.5%
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

I	253
U	253

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 (%)
I	253	50.0%
U	253	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	253	50.0%
u	253	50.0%

updatedt
Date

Distinct	142
Distinct (%)	28.1%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-07-31 00:22:29

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	139
<NA>	97
영화배급업	33
영화상영업	24

Length

Max length	5
Median length	5
Mean length	4.8083004
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	40.5%
영화제작업	139	27.5%
<NA>	97	19.2%
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	40.5%
영화제작업	139	27.5%
na	97	19.2%
영화배급업	33	6.5%
영화상영업	24	4.7%
영화수입업	8	1.6%

bplcnm
Text

Distinct	417
Distinct (%)	82.4%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	28
Median length	20
Mean length	10.806324
Min length	2

Characters and Unicode

Total characters	5468
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	368 ?
Unique (%)	72.7%

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	7.8%
메가박스	48	4.4%
주식회사	47	4.3%
cgv	42	3.9%
해운대	26	2.4%
서면	21	1.9%
센텀시티	19	1.7%
6관	17	1.6%
2관	17	1.6%
5관	16	1.5%
Other values (266)	751	69.0%

Most occurring characters

Value	Count	Frequency (%)
	585	10.7%
관	329	6.0%
시	163	3.0%
제	150	2.7%
네	149	2.7%
스	143	2.6%
마	139	2.5%
주	124	2.3%
C	111	2.0%
)	106	1.9%
Other values (271)	3469	63.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3871	70.8%
Space Separator	585	10.7%
Uppercase Letter	464	8.5%
Decimal Number	298	5.4%
Close Punctuation	107	2.0%
Open Punctuation	107	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	163	4.2%
제	150	3.9%
네	149	3.8%
스	143	3.7%
마	139	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2392	61.8%

Uppercase Letter

Value	Count	Frequency (%)
C	111	23.9%
G	90	19.4%
V	88	19.0%
N	26	5.6%
E	16	3.4%
O	16	3.4%
I	13	2.8%
A	12	2.6%
M	12	2.6%
T	11	2.4%
Other values (13)	69	14.9%

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%
i	1	4.3%
s	1	4.3%
l	1	4.3%
g	1	4.3%

Close Punctuation

Value	Count	Frequency (%)
)	106	99.1%
]	1	0.9%

Open Punctuation

Value	Count	Frequency (%)
(	106	99.1%
[	1	0.9%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	585	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3871	70.8%
Common	1110	20.3%
Latin	487	8.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	329	8.5%
시	163	4.2%
제	150	3.9%
네	149	3.8%
스	143	3.7%
마	139	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2392	61.8%

Latin

Value	Count	Frequency (%)
C	111	22.8%
G	90	18.5%
V	88	18.1%
N	26	5.3%
E	16	3.3%
O	16	3.3%
I	13	2.7%
A	12	2.5%
M	12	2.5%
T	11	2.3%
Other values (21)	92	18.9%

Common

Value	Count	Frequency (%)
	585	52.7%
)	106	9.5%
(	106	9.5%
1	47	4.2%
2	44	4.0%
4	40	3.6%
3	34	3.1%
6	33	3.0%
5	32	2.9%
7	25	2.3%
Other values (8)	58	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3871	70.8%
ASCII	1597	29.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	585	36.6%
C	111	7.0%
)	106	6.6%
(	106	6.6%
G	90	5.6%
V	88	5.5%
1	47	2.9%
2	44	2.8%
4	40	2.5%
3	34	2.1%
Other values (39)	346	21.7%

Hangul

Value	Count	Frequency (%)
관	329	8.5%
시	163	4.2%
제	150	3.9%
네	149	3.8%
스	143	3.7%
마	139	3.6%
주	124	3.2%
데	101	2.6%
롯	100	2.6%
대	81	2.1%
Other values (222)	2392	61.8%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	388
지번우편번호	96
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.4664032
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>	388	76.7%
지번우편번호	96	19.0%
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	388	76.7%
지번우편번호	96	19.0%
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	177
Distinct (%)	35.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

Length

Max length	46
Median length	38
Mean length	26.498024
Min length	18

Characters and Unicode

Total characters	13408
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 (%)	17.0%

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	506	20.2%
해운대구	134	5.3%
우동	99	3.9%
부산진구	88	3.5%
	69	2.8%
중구	56	2.2%
부전동	53	2.1%
동래구	30	1.2%
수영구	29	1.2%
북구	29	1.2%
Other values (342)	1415	56.4%

Most occurring characters

Value	Count	Frequency (%)
	2458	18.3%
부	703	5.2%
산	658	4.9%
시	545	4.1%
동	545	4.1%
광	519	3.9%
역	508	3.8%
구	483	3.6%
1	473	3.5%
-	430	3.2%
Other values (244)	6086	45.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7743	57.7%
Space Separator	2458	18.3%
Decimal Number	2168	16.2%
Dash Punctuation	430	3.2%
Other Punctuation	414	3.1%
Uppercase Letter	150	1.1%
Lowercase Letter	15	0.1%
Close Punctuation	12	0.1%
Open Punctuation	12	0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	703	9.1%
산	658	8.5%
시	545	7.0%
동	545	7.0%
광	519	6.7%
역	508	6.6%
구	483	6.2%
지	208	2.7%
대	181	2.3%
번	179	2.3%
Other values (208)	3214	41.5%

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%
U	10	6.7%
H	10	6.7%
C	10	6.7%
Y	9	6.0%
N	8	5.3%

Decimal Number

Value	Count	Frequency (%)
1	473	21.8%
2	314	14.5%
5	227	10.5%
6	223	10.3%
4	199	9.2%
0	165	7.6%
8	158	7.3%
7	153	7.1%
3	144	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 (%)
*	381	92.0%
,	18	4.3%
&	15	3.6%

Space Separator

Value	Count	Frequency (%)
	2458	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	430	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7743	57.7%
Common	5500	41.0%
Latin	165	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	703	9.1%
산	658	8.5%
시	545	7.0%
동	545	7.0%
광	519	6.7%
역	508	6.6%
구	483	6.2%
지	208	2.7%
대	181	2.3%
번	179	2.3%
Other values (208)	3214	41.5%

Common

Value	Count	Frequency (%)
	2458	44.7%
1	473	8.6%
-	430	7.8%
*	381	6.9%
2	314	5.7%
5	227	4.1%
6	223	4.1%
4	199	3.6%
0	165	3.0%
8	158	2.9%
Other values (8)	472	8.6%

Latin

Value	Count	Frequency (%)
K	35	21.2%
T	21	12.7%
S	19	11.5%
G	16	9.7%
B	11	6.7%
U	10	6.1%
H	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	7743	57.7%
ASCII	5665	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2458	43.4%
1	473	8.3%
-	430	7.6%
*	381	6.7%
2	314	5.5%
5	227	4.0%
6	223	3.9%
4	199	3.5%
0	165	2.9%
8	158	2.8%
Other values (26)	637	11.2%

Hangul

Value	Count	Frequency (%)
부	703	9.1%
산	658	8.5%
시	545	7.0%
동	545	7.0%
광	519	6.7%
역	508	6.6%
구	483	6.2%
지	208	2.7%
대	181	2.3%
번	179	2.3%
Other values (208)	3214	41.5%

rdnpostno
Text

MISSING

Distinct	104
Distinct (%)	21.4%
Missing	21
Missing (%)	4.2%
Memory size	4.1 KiB

Length

Max length	7
Median length	5
Mean length	5.0082474
Min length	5

Characters and Unicode

Total characters	2429
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	43 ?
Unique (%)	8.9%

Sample

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

Value	Count	Frequency (%)
48058	53	10.9%
48947	49	10.1%
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	2.3%
47285	11	2.3%
Other values (94)	271	55.9%

Most occurring characters

Value	Count	Frequency (%)
4	629	25.9%
8	417	17.2%
7	246	10.1%
9	239	9.8%
5	180	7.4%
0	175	7.2%
2	174	7.2%
6	163	6.7%
1	101	4.2%
3	91	3.7%
Other values (7)	14	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2415	99.4%
Other Letter	14	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	629	26.0%
8	417	17.3%
7	246	10.2%
9	239	9.9%
5	180	7.5%
0	175	7.2%
2	174	7.2%
6	163	6.7%
1	101	4.2%
3	91	3.8%

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	2415	99.4%
Hangul	14	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	629	26.0%
8	417	17.3%
7	246	10.2%
9	239	9.9%
5	180	7.5%
0	175	7.2%
2	174	7.2%
6	163	6.7%
1	101	4.2%
3	91	3.8%

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	2415	99.4%
Hangul	14	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	629	26.0%
8	417	17.3%
7	246	10.2%
9	239	9.9%
5	180	7.5%
0	175	7.2%
2	174	7.2%
6	163	6.7%
1	101	4.2%
3	91	3.8%

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	179
Distinct (%)	35.8%
Missing	6
Missing (%)	1.2%
Memory size	4.1 KiB

Length

Max length	53
Median length	47
Mean length	33.522
Min length	22

Characters and Unicode

Total characters	16761
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	88 ?
Unique (%)	17.6%

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	500	15.5%
해운대구	134	4.1%
우동	89	2.8%
부산진구	88	2.7%
	69	2.1%
중앙대로	56	1.7%
부전동	53	1.6%
중구	53	1.6%
호	50	1.5%
해운대로	46	1.4%
Other values (450)	2092	64.8%

Most occurring characters

Value	Count	Frequency (%)
	2755	16.4%
부	716	4.3%
산	665	4.0%
동	619	3.7%
광	562	3.4%
시	558	3.3%
역	502	3.0%
로	495	3.0%
(	490	2.9%
)	490	2.9%
Other values (274)	8909	53.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9911	59.1%
Space Separator	2755	16.4%
Decimal Number	1955	11.7%
Other Punctuation	936	5.6%
Open Punctuation	493	2.9%
Close Punctuation	493	2.9%
Uppercase Letter	160	1.0%
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	716	7.2%
산	665	6.7%
동	619	6.2%
광	562	5.7%
시	558	5.6%
역	502	5.1%
로	495	5.0%
구	487	4.9%
대	395	4.0%
층	217	2.2%
Other values (233)	4695	47.4%

Uppercase Letter

Value	Count	Frequency (%)
K	35	21.9%
T	21	13.1%
S	19	11.9%
G	15	9.4%
B	13	8.1%
C	11	6.9%
H	10	6.2%
U	10	6.2%
Y	9	5.6%
N	8	5.0%
Other values (3)	9	5.6%

Decimal Number

Value	Count	Frequency (%)
1	371	19.0%
2	269	13.8%
0	216	11.0%
3	216	11.0%
6	170	8.7%
5	164	8.4%
7	158	8.1%
4	149	7.6%
9	122	6.2%
8	120	6.1%

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 (%)
*	469	50.1%
,	452	48.3%
&	15	1.6%

Open Punctuation

Value	Count	Frequency (%)
(	490	99.4%
[	3	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	490	99.4%
]	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2755	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	9911	59.1%
Common	6674	39.8%
Latin	176	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	716	7.2%
산	665	6.7%
동	619	6.2%
광	562	5.7%
시	558	5.6%
역	502	5.1%
로	495	5.0%
구	487	4.9%
대	395	4.0%
층	217	2.2%
Other values (233)	4695	47.4%

Latin

Value	Count	Frequency (%)
K	35	19.9%
T	21	11.9%
S	19	10.8%
G	15	8.5%
B	13	7.4%
C	11	6.2%
H	10	5.7%
U	10	5.7%
Y	9	5.1%
N	8	4.5%
Other values (11)	25	14.2%

Common

Value	Count	Frequency (%)
	2755	41.3%
(	490	7.3%
)	490	7.3%
*	469	7.0%
,	452	6.8%
1	371	5.6%
2	269	4.0%
0	216	3.2%
3	216	3.2%
6	170	2.5%
Other values (10)	776	11.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9911	59.1%
ASCII	6850	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2755	40.2%
(	490	7.2%
)	490	7.2%
*	469	6.8%
,	452	6.6%
1	371	5.4%
2	269	3.9%
0	216	3.2%
3	216	3.2%
6	170	2.5%
Other values (31)	952	13.9%

Hangul

Value	Count	Frequency (%)
부	716	7.2%
산	665	6.7%
동	619	6.2%
광	562	5.7%
시	558	5.6%
역	502	5.1%
로	495	5.0%
구	487	4.9%
대	395	4.0%
층	217	2.2%
Other values (233)	4695	47.4%

apvpermymd
Real number (ℝ)

Distinct	175
Distinct (%)	34.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20125724

Minimum	19451015
Maximum	20220729
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060850
median	20161013
Q3	20200324
95-th percentile	20220118
Maximum	20220729
Range	769714
Interquartile range (IQR)	139473.5

Descriptive statistics

Standard deviation	89902.795
Coefficient of variation (CV)	0.0044670589
Kurtosis	8.1846595
Mean	20125724
Median Absolute Deviation (MAD)	50202
Skewness	-1.7692685
Sum	1.0183616 × 10¹⁰
Variance	8.0825125 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211215	12	2.4%
20190315	12	2.4%
20000529	12	2.4%
20010609	11	2.2%
20140822	11	2.2%
20071204	10	2.0%
20021112	10	2.0%
20210615	10	2.0%
20090302	10	2.0%
20050307	10	2.0%
Other values (165)	398	78.7%

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 (%)
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%
20220426	1	0.2%
20220405	2	0.4%

dcbymd
Categorical

IMBALANCE

Distinct	39
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	336
폐업일자	91
20170315	10
20160617	8
20110616	8
Other values (34)	53

Length

Max length	8
Median length	4
Mean length	4.6245059
Min length	4

Unique

Unique	26 ?
Unique (%)	5.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	336	66.4%
폐업일자	91	18.0%
20170315	10	2.0%
20160617	8	1.6%
20110616	8	1.6%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20211217	3	0.6%
20200921	3	0.6%
Other values (29)	33	6.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	336	66.4%
폐업일자	91	18.0%
20170315	10	2.0%
20160617	8	1.6%
20110616	8	1.6%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20211217	3	0.6%
20200921	3	0.6%
Other values (29)	33	6.5%

clgstdt
Categorical

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

<NA>	410
휴업시작일자	96

Length

Max length	6
Median length	4
Mean length	4.3794466
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>	410	81.0%
휴업시작일자	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
휴업시작일자	96	19.0%

clgenddt
Categorical

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

<NA>	410
휴업종료일자	96

Length

Max length	6
Median length	4
Mean length	4.3794466
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>	410	81.0%
휴업종료일자	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
휴업종료일자	96	19.0%

ropnymd
Categorical

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

<NA>	410
재개업일자	96

Length

Max length	5
Median length	4
Mean length	4.1897233
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>	410	81.0%
재개업일자	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
재개업일자	96	19.0%

trdstatenm
Categorical

IMBALANCE

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

영업/정상	385
03	56
13	40
폐업	15
제외/삭제/전출	8
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	4.3814229
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	385	76.1%
03	56	11.1%
13	40	7.9%
폐업	15	3.0%
제외/삭제/전출	8	1.6%
35	1	0.2%
<NA>	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	385	76.1%
03	56	11.1%
13	40	7.9%
폐업	15	3.0%
제외/삭제/전출	8	1.6%
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	426
폐업	71
전출	8
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8458498
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	426	84.2%
폐업	71	14.0%
전출	8	1.6%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	426	84.2%
폐업	71	14.0%
전출	8	1.6%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	143
Distinct (%)	28.6%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	389637.83

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	379280.63
Q1	385622.78
median	389751.94
Q3	393674.03
95-th percentile	398310.24
Maximum	401669
Range	28198.396
Interquartile range (IQR)	8051.2525

Descriptive statistics

Standard deviation	5815.3132
Coefficient of variation (CV)	0.014924919
Kurtosis	0.11225345
Mean	389637.83
Median Absolute Deviation (MAD)	3972.7178
Skewness	-0.34986588
Sum	1.9481891 × 10⁸
Variance	33817868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	23	4.5%
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 (133)	383	75.7%

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	143
Distinct (%)	28.6%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	187520.23

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	5377.4469
Coefficient of variation (CV)	0.028676623
Kurtosis	1.9405496
Mean	187520.23
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.93017486
Sum	93760113
Variance	28916935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	23	4.5%
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 (133)	383	75.7%

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	403
Distinct (%)	79.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0194682 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0220729 × 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	2.0211217 × 10¹³
95-th percentile	2.0220385 × 10¹³
Maximum	2.0220729 × 10¹³
Range	1.9060195 × 10¹¹
Interquartile range (IQR)	2.0895045 × 10¹⁰

Descriptive statistics

Standard deviation	3.3818066 × 10¹⁰
Coefficient of variation (CV)	0.0016746026
Kurtosis	7.2124626
Mean	2.0194682 × 10¹³
Median Absolute Deviation (MAD)	8.0254124 × 10⁸
Skewness	-2.5993536
Sum	1.0218509 × 10¹⁶
Variance	1.1436616 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211220133307	6	1.2%
20211220133338	5	1.0%
20210421091411	5	1.0%
20190920121341	5	1.0%
20211217153628	4	0.8%
20030127161348	4	0.8%
20211220161532	4	0.8%
20211221180318	4	0.8%
20191017170859	4	0.8%
20211220133308	4	0.8%
Other values (393)	461	91.1%

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 (%)
20220729110036	2	0.4%
20220728163632	1	0.2%
20220708111314	1	0.2%
20220708111017	1	0.2%
20220708110636	1	0.2%
20220708110453	1	0.2%
20220708110328	1	0.2%
20220708110138	1	0.2%
20220708105925	1	0.2%
20220627145433	1	0.2%

uptaenm
Categorical

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

<NA>	410
업태구분명	96

Length

Max length	5
Median length	4
Mean length	4.1897233
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>	410	81.0%
업태구분명	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
업태구분명	96	19.0%

sitetel
Categorical

Distinct	43
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

051-123-1234	192
<NA>	90
전화번호	56
910-1411	12
070-7495-8542	11
Other values (38)	145

Length

Max length	13
Median length	12
Mean length	9.4841897
Min length	4

Unique

Unique	14 ?
Unique (%)	2.8%

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	192	37.9%
<NA>	90	17.8%
전화번호	56	11.1%
910-1411	12	2.4%
070-7495-8542	11	2.2%
810-3941	11	2.2%
051-366-2200	9	1.8%
051-745-2883	8	1.6%
051-507-0202	7	1.4%
364-0480	7	1.4%
Other values (33)	103	20.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	192	37.9%
na	90	17.8%
전화번호	56	11.1%
910-1411	12	2.4%
070-7495-8542	11	2.2%
810-3941	11	2.2%
051-366-2200	9	1.8%
051-745-2883	8	1.6%
051-581-5950	7	1.4%
070-7465-3972	7	1.4%
Other values (33)	103	20.4%

bdngsrvnm
Categorical

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

<NA>	303
문화시설	88
건물용도명	86
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1956522
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>	303	59.9%
문화시설	88	17.4%
건물용도명	86	17.0%
근린생활시설	13	2.6%
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	303	59.9%
문화시설	88	17.4%
건물용도명	86	17.0%
근린생활시설	13	2.6%
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>	129
공연장형태구분명	79
자동차극장	4

Length

Max length	8
Median length	3
Mean length	4.0513834
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	58.1%
<NA>	129	25.5%
공연장형태구분명	79	15.6%
자동차극장	4	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	294	58.1%
na	129	25.5%
공연장형태구분명	79	15.6%
자동차극장	4	0.8%

bfgameocptectcobnm
Categorical

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

<NA>	410
기존게임업외업종명	96

Length

Max length	9
Median length	4
Mean length	4.9486166
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>	410	81.0%
기존게임업외업종명	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
기존게임업외업종명	96	19.0%

noroomcnt
Categorical

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

<NA>	343
0	97
노래방실수	66

Length

Max length	5
Median length	4
Mean length	3.555336
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>	343	67.8%
0	97	19.2%
노래방실수	66	13.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	343	67.8%
0	97	19.2%
노래방실수	66	13.0%

culwrkrsenm
Categorical

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

<NA>	219
영화상영관	196
문화사업자구분명	91

Length

Max length	8
Median length	5
Mean length	5.1067194
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>	219	43.3%
영화상영관	196	38.7%
문화사업자구분명	91	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	219	43.3%
영화상영관	196	38.7%
문화사업자구분명	91	18.0%

culphyedcobnm
Categorical

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

영화상영관	302
영화제작업	137
영화배급업	33
영화상영업	24
영화수입업	8

Length

Max length	5
Median length	5
Mean length	4.9960474
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	59.7%
영화제작업	137	27.1%
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	59.7%
영화제작업	137	27.1%
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>	410
방	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
방	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
방	96	19.0%

vdoretornm
Categorical

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

<NA>	410
비디오재생기명	96

Length

Max length	7
Median length	4
Mean length	4.56917
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>	410	81.0%
비디오재생기명	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
비디오재생기명	96	19.0%

emerstairyn
Categorical

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

<NA>	410
비	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
비	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
비	96	19.0%

emexyn
Categorical

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

<NA>	410
비	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
비	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
비	96	19.0%

firefacilyn
Categorical

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

<NA>	410
소	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
소	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
소	96	19.0%

facilar
Categorical

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

<NA>	337
0	97
시설면적	66
1578.8	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.4466403
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>	337	66.6%
0	97	19.2%
시설면적	66	13.0%
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	337	66.6%
0	97	19.2%
시설면적	66	13.0%
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>	410
음	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
음	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
음	96	19.0%

autochaairyn
Categorical

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

<NA>	410
자	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
자	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
자	96	19.0%

prvdgathinnm
Categorical

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

<NA>	410
제공게임물명	96

Length

Max length	6
Median length	4
Mean length	4.3794466
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>	410	81.0%
제공게임물명	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
제공게임물명	96	19.0%

mnfactreartclcn
Categorical

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

<NA>	410
제작취급품목내용	96

Length

Max length	8
Median length	4
Mean length	4.7588933
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>	410	81.0%
제작취급품목내용	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
제작취급품목내용	96	19.0%

lghtfacilyn
Categorical

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

<NA>	410
조	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
조	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
조	96	19.0%

lghtfacilinillu
Categorical

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

<NA>	343
0	97
조명시설조도	66

Length

Max length	6
Median length	4
Mean length	3.6857708
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>	343	67.8%
0	97	19.2%
조명시설조도	66	13.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	343	67.8%
0	97	19.2%
조명시설조도	66	13.0%

nearenvnm
Categorical

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

<NA>	355
주변환경명	90
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.2272727
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>	355	70.2%
주변환경명	90	17.8%
기타	32	6.3%
유흥업소밀집지역	18	3.6%
아파트지역	9	1.8%
학교정화(상대)	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	355	70.2%
주변환경명	90	17.8%
기타	32	6.3%
유흥업소밀집지역	18	3.6%
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>	151
지상층수	56
0	52
10	43
7	28
Other values (18)	176

Length

Max length	4
Median length	2
Mean length	2.4841897
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>	151	29.8%
지상층수	56	11.1%
0	52	10.3%
10	43	8.5%
7	28	5.5%
9	27	5.3%
5	20	4.0%
8	19	3.8%
42	17	3.4%
13	15	3.0%
Other values (13)	78	15.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	151	29.8%
지상층수	56	11.1%
0	52	10.3%
10	43	8.5%
7	28	5.5%
9	27	5.3%
5	20	4.0%
8	19	3.8%
42	17	3.4%
13	15	3.0%
Other values (13)	78	15.4%

regnsenm
Categorical

IMBALANCE

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

<NA>	342
지역구분명	89
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3735178
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>	342	67.6%
지역구분명	89	17.6%
일반상업지역	30	5.9%
상업지역	16	3.2%
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	342	67.6%
지역구분명	89	17.6%
일반상업지역	30	5.9%
상업지역	16	3.2%
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>	159
5	65
지하층수	57
2	53
0	52
Other values (7)	120

Length

Max length	4
Median length	1
Mean length	2.284585
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>	159	31.4%
5	65	12.8%
지하층수	57	11.3%
2	53	10.5%
0	52	10.3%
1	35	6.9%
3	24	4.7%
4	21	4.2%
6	20	4.0%
8	18	3.6%
Other values (2)	2	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	159	31.4%
5	65	12.8%
지하층수	57	11.3%
2	53	10.5%
0	52	10.3%
1	35	6.9%
3	24	4.7%
4	21	4.2%
6	20	4.0%
8	18	3.6%
Other values (2)	2	0.4%

bgroomcnt
Categorical

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

<NA>	343
0	97
청소년실수	66

Length

Max length	5
Median length	4
Mean length	3.555336
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>	343	67.8%
0	97	19.2%
청소년실수	66	13.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	343	67.8%
0	97	19.2%
청소년실수	66	13.0%

bgroomyn
Categorical

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

<NA>	410
청	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
청	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
청	96	19.0%

totgasyscnt
Categorical

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

<NA>	343
0	97
총게임기수	66

Length

Max length	5
Median length	4
Mean length	3.555336
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>	343	67.8%
0	97	19.2%
총게임기수	66	13.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	343	67.8%
0	97	19.2%
총게임기수	66	13.0%

totnumlay
Categorical

Distinct	20
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	236
0	59
총층수	59
10	20
12	13
Other values (15)	119

Length

Max length	4
Median length	3
Mean length	2.8675889
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>	236	46.6%
0	59	11.7%
총층수	59	11.7%
10	20	4.0%
12	13	2.6%
9	12	2.4%
6	12	2.4%
11	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	236	46.6%
총층수	59	11.7%
0	59	11.7%
10	20	4.0%
12	13	2.6%
9	12	2.4%
6	12	2.4%
11	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.3%

frstregts
Real number (ℝ)

Distinct	174
Distinct (%)	34.5%
Missing	2
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	20125348

Minimum	19451015
Maximum	20220729
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.6 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060825
median	20160870
Q3	20200320
95-th percentile	20218782
Maximum	20220729
Range	769714
Interquartile range (IQR)	139495

Descriptive statistics

Standard deviation	89882.409
Coefficient of variation (CV)	0.0044661294
Kurtosis	8.2049727
Mean	20125348
Median Absolute Deviation (MAD)	50345.5
Skewness	-1.7696163
Sum	1.0143175 × 10¹⁰
Variance	8.0788474 × 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%
20010609	11	2.2%
20140822	11	2.2%
20050307	10	2.0%
20210615	10	2.0%
20021112	10	2.0%
20090302	10	2.0%
20071204	10	2.0%
Other values (164)	396	78.3%

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 (%)
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%
20220405	2	0.4%
20220325	2	0.4%

pasgbreth
Categorical

Distinct	19
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	4.1 KiB

<NA>	212
1	103
0	86
통로너비	60
1.5	12
Other values (14)	33

Length

Max length	4
Median length	4
Mean length	2.8241107
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>	212	41.9%
1	103	20.4%
0	86	17.0%
통로너비	60	11.9%
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	212	41.9%
1	103	20.4%
0	86	17.0%
통로너비	60	11.9%
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>	410
특	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
특	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
특	96	19.0%

cnvefacilyn
Categorical

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

<NA>	410
편	96

Length

Max length	4
Median length	4
Mean length	3.43083
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>	410	81.0%
편	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
편	96	19.0%

actlnm
Categorical

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

<NA>	410
품목명	96

Length

Max length	4
Median length	4
Mean length	3.8102767
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>	410	81.0%
품목명	96	19.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	410	81.0%
품목명	96	19.0%

last_load_dttm
Categorical

CONSTANT

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

2022-08-01 05:20:03	506

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-08-01 05:20:03
2nd row	2022-08-01 05:20:03
3rd row	2022-08-01 05:20:03
4th row	2022-08-01 05:20:03
5th row	2022-08-01 05:20:03

Common Values

Value	Count	Frequency (%)
2022-08-01 05:20:03	506	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-08-01	506	50.0%
05:20:03	506	50.0%

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>	2022-08-01 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>	2022-08-01 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>	2022-08-01 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	2022-08-01 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>	2022-08-01 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>	2022-08-01 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>	2022-08-01 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>	2022-08-01 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>	2022-08-01 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>	2022-08-01 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
496	3016	3400000	CDFF5211012021000001	03_13_05_P	I	2021-03-31 00:22:59.0	영화제작업	필름상가509호	지번우편번호	부산광역시 기장군 기장읍 대라리 1000 월가 아델리스 아파트 304호	46067	부산광역시 기장군 기장읍 차성남로 23, 304호 (월가 아델리스 아파트)	20210329	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	401170.585262	195833.199326	20210329113916	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210329	통로너비	특	편	품목명	2022-08-01 05:20:03
497	3017	3380000	CDFF5211012021000002	03_13_05_P	I	2021-04-01 00:22:58.0	영화제작업	탄탄필름	지번우편번호	부산광역시 수영구 광안동 158-28 광안그린빌라 501호	48296	부산광역시 수영구 광안로49번길 40, 501호 (광안동, 광안그린빌라)	20210330	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	392991.646291	186220.250018	20210330103227	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210330	통로너비	특	편	품목명	2022-08-01 05:20:03
498	3018	3330000	CDFF5211012021000004	03_13_05_P	U	2021-04-29 02:40:00.0	영화제작업	공감	지번우편번호	부산광역시 해운대구 우동 1466-2 영상산업센터 902호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 902호 (우동)	20210405	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393674.032956	187973.297243	20210427092012	업태구분명	070-4407-6252	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210405	통로너비	특	편	품목명	2022-08-01 05:20:03
499	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	2022-08-01 05:20:03
500	3020	3330000	CDFF5211032021000003	03_13_01_P	I	2021-05-15 00:22:56.0	영화배급업	주식회사 엠앤미디어	지번우편번호	부산광역시 해운대구 우동 1466-1 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 140, 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩 (우동)	20210513	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393573.517297	188018.687138	20210513125315	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화배급업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210513	통로너비	특	편	품목명	2022-08-01 05:20:03
501	3021	3330000	CDFF5211012021000005	03_13_05_P	I	2021-05-15 00:22:56.0	영화제작업	주식회사 엠앤미디어	<NA>	부산광역시 해운대구 우동 1466-1 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 140, 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩 (우동)	20210513	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393573.517297	188018.687138	20210513125158	<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>	20210513	<NA>	<NA>	<NA>	<NA>	2022-08-01 05:20:03
502	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>	2022-08-01 05:20:03
503	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>	2022-08-01 05:20:03
504	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>	2022-08-01 05:20:03
505	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	2022-08-01 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

Close Punctuation

Open 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