gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	495
Missing cells	41
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	220.1 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2022-05-01
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 (72.1%)	Imbalance
`dcbymd` is highly imbalanced (62.0%)	Imbalance
`trdstatenm` is highly imbalanced (55.8%)	Imbalance
`dtlstatenm` is highly imbalanced (63.5%)	Imbalance
`facilar` is highly imbalanced (51.1%)	Imbalance
`regnsenm` is highly imbalanced (51.8%)	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 11:36:39.241369
Analysis finished	2024-04-16 11:36:40.092588
Duration	0.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	495
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1038.5899

Minimum	1
Maximum	3102
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1
5-th percentile	25.7
Q1	124.5
median	248
Q3	2045
95-th percentile	3077.3
Maximum	3102
Range	3101
Interquartile range (IQR)	1920.5

Descriptive statistics

Standard deviation	1183.3402
Coefficient of variation (CV)	1.1393719
Kurtosis	-1.0377172
Mean	1038.5899
Median Absolute Deviation (MAD)	218
Skewness	0.81811649
Sum	514102
Variance	1400293.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
1285	1	0.2%
1542	1	0.2%
1525	1	0.2%
1523	1	0.2%
1477	1	0.2%
1459	1	0.2%
1453	1	0.2%
1443	1	0.2%
1427	1	0.2%
Other values (485)	485	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 (%)
3102	1	0.2%
3101	1	0.2%
3100	1	0.2%
3099	1	0.2%
3098	1	0.2%
3097	1	0.2%
3096	1	0.2%
3095	1	0.2%
3094	1	0.2%
3093	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3320444.4

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 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	40809.179
Coefficient of variation (CV)	0.012290276
Kurtosis	-0.51365192
Mean	3320444.4
Median Absolute Deviation (MAD)	30000
Skewness	0.0837672
Sum	1.64362 × 10⁹
Variance	1.6653891 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	130	26.3%
3290000	88	17.8%
3250000	56	11.3%
3300000	30	6.1%
3350000	28	5.7%
3320000	27	5.5%
3380000	27	5.5%
3400000	26	5.3%
3310000	21	4.2%
3390000	15	3.0%
Other values (5)	47	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	11.3%
3260000	2	0.4%
3270000	9	1.8%
3290000	88	17.8%
3300000	30	6.1%
3310000	21	4.2%
3320000	27	5.5%
3330000	130	26.3%
3340000	13	2.6%
3350000	28	5.7%

Value	Count	Frequency (%)
3400000	26	5.3%
3390000	15	3.0%
3380000	27	5.5%
3370000	9	1.8%
3360000	14	2.8%
3350000	28	5.7%
3340000	13	2.6%
3330000	130	26.3%
3320000	27	5.5%
3310000	21	4.2%

mgtno
Text

Distinct	256
Distinct (%)	51.7%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

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

Characters and Unicode

Total characters	9900
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	149 ?
Unique (%)	30.1%

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%
cdff5211012020000002	9	1.8%
cdff5211012021000002	9	1.8%
cdff5211012022000001	8	1.6%
cdff5211032020000001	8	1.6%
cdff5211042021000001	8	1.6%
cdff5211032019000001	8	1.6%
cdff5211012022000002	6	1.2%
Other values (246)	396	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	4285	43.3%
2	1552	15.7%
1	993	10.0%
F	990	10.0%
C	495	5.0%
D	495	5.0%
4	394	4.0%
5	259	2.6%
9	135	1.4%
3	94	0.9%
Other values (3)	208	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7920	80.0%
Uppercase Letter	1980	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4285	54.1%
2	1552	19.6%
1	993	12.5%
4	394	5.0%
5	259	3.3%
9	135	1.7%
3	94	1.2%
7	84	1.1%
6	65	0.8%
8	59	0.7%

Uppercase Letter

Value	Count	Frequency (%)
F	990	50.0%
C	495	25.0%
D	495	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7920	80.0%
Latin	1980	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4285	54.1%
2	1552	19.6%
1	993	12.5%
4	394	5.0%
5	259	3.3%
9	135	1.7%
3	94	1.2%
7	84	1.1%
6	65	0.8%
8	59	0.7%

Latin

Value	Count	Frequency (%)
F	990	50.0%
C	495	25.0%
D	495	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4285	43.3%
2	1552	15.7%
1	993	10.0%
F	990	10.0%
C	495	5.0%
D	495	5.0%
4	394	4.0%
5	259	2.6%
9	135	1.4%
3	94	0.9%
Other values (3)	208	2.1%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

03_13_02_P	302
03_13_05_P	131
03_13_01_P	32
03_13_03_P	22
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	61.0%
03_13_05_P	131	26.5%
03_13_01_P	32	6.5%
03_13_03_P	22	4.4%
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	61.0%
03_13_05_p	131	26.5%
03_13_01_p	32	6.5%
03_13_03_p	22	4.4%
03_13_04_p	8	1.6%

updategbn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

U	252
I	243

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	252	50.9%
I	243	49.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	252	50.9%
i	243	49.1%

updatedt
Date

Distinct	133
Distinct (%)	26.9%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-04-29 00:22:33

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

영화상영관	205
영화제작업	131
<NA>	97
영화배급업	32
영화상영업	22

Length

Max length	5
Median length	5
Mean length	4.8040404
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	41.4%
영화제작업	131	26.5%
<NA>	97	19.6%
영화배급업	32	6.5%
영화상영업	22	4.4%
영화수입업	8	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	205	41.4%
영화제작업	131	26.5%
na	97	19.6%
영화배급업	32	6.5%
영화상영업	22	4.4%
영화수입업	8	1.6%

bplcnm
Text

Distinct	408
Distinct (%)	82.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	28
Median length	20
Mean length	10.793939
Min length	2

Characters and Unicode

Total characters	5343
Distinct characters	271
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	361 ?
Unique (%)	72.9%

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	92	8.7%
메가박스	48	4.5%
주식회사	42	4.0%
cgv	41	3.9%
해운대	26	2.4%
서면	20	1.9%
센텀시티	19	1.8%
제3관	16	1.5%
6관	16	1.5%
정관	15	1.4%
Other values (261)	728	68.5%

Most occurring characters

Value	Count	Frequency (%)
	570	10.7%
관	329	6.2%
시	170	3.2%
네	154	2.9%
제	150	2.8%
마	145	2.7%
스	132	2.5%
C	111	2.1%
주	111	2.1%
데	108	2.0%
Other values (261)	3363	62.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3771	70.6%
Space Separator	570	10.7%
Uppercase Letter	457	8.6%
Decimal Number	299	5.6%
Close Punctuation	105	2.0%
Open Punctuation	105	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	8.7%
시	170	4.5%
네	154	4.1%
제	150	4.0%
마	145	3.8%
스	132	3.5%
주	111	2.9%
데	108	2.9%
롯	107	2.8%
대	81	2.1%
Other values (212)	2284	60.6%

Uppercase Letter

Value	Count	Frequency (%)
C	111	24.3%
G	90	19.7%
V	88	19.3%
N	26	5.7%
O	16	3.5%
E	15	3.3%
I	13	2.8%
M	12	2.6%
A	11	2.4%
T	10	2.2%
Other values (13)	65	14.2%

Decimal Number

Value	Count	Frequency (%)
1	48	16.1%
2	44	14.7%
4	40	13.4%
3	34	11.4%
6	33	11.0%
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%
g	1	4.3%
i	1	4.3%
l	1	4.3%
s	1	4.3%

Close Punctuation

Value	Count	Frequency (%)
)	104	99.0%
]	1	1.0%

Open Punctuation

Value	Count	Frequency (%)
(	104	99.0%
[	1	1.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	570	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3771	70.6%
Common	1092	20.4%
Latin	480	9.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	329	8.7%
시	170	4.5%
네	154	4.1%
제	150	4.0%
마	145	3.8%
스	132	3.5%
주	111	2.9%
데	108	2.9%
롯	107	2.8%
대	81	2.1%
Other values (212)	2284	60.6%

Latin

Value	Count	Frequency (%)
C	111	23.1%
G	90	18.8%
V	88	18.3%
N	26	5.4%
O	16	3.3%
E	15	3.1%
I	13	2.7%
M	12	2.5%
A	11	2.3%
T	10	2.1%
Other values (21)	88	18.3%

Common

Value	Count	Frequency (%)
	570	52.2%
)	104	9.5%
(	104	9.5%
1	48	4.4%
2	44	4.0%
4	40	3.7%
3	34	3.1%
6	33	3.0%
5	32	2.9%
7	25	2.3%
Other values (8)	58	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3771	70.6%
ASCII	1572	29.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	570	36.3%
C	111	7.1%
)	104	6.6%
(	104	6.6%
G	90	5.7%
V	88	5.6%
1	48	3.1%
2	44	2.8%
4	40	2.5%
3	34	2.2%
Other values (39)	339	21.6%

Hangul

Value	Count	Frequency (%)
관	329	8.7%
시	170	4.5%
네	154	4.1%
제	150	4.0%
마	145	3.8%
스	132	3.5%
주	111	2.9%
데	108	2.9%
롯	107	2.8%
대	81	2.1%
Other values (212)	2284	60.6%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	377
지번우편번호	96
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.4767677
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>	377	76.2%
지번우편번호	96	19.4%
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	377	76.2%
지번우편번호	96	19.4%
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	170
Distinct (%)	34.3%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	46
Median length	38
Mean length	26.464646
Min length	18

Characters and Unicode

Total characters	13100
Distinct characters	252
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	82 ?
Unique (%)	16.6%

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	495	20.2%
해운대구	130	5.3%
우동	96	3.9%
부산진구	88	3.6%
	60	2.4%
중구	56	2.3%
부전동	53	2.2%
동래구	30	1.2%
금정구	28	1.1%
수영구	27	1.1%
Other values (334)	1388	56.6%

Most occurring characters

Value	Count	Frequency (%)
	2402	18.3%
부	691	5.3%
산	644	4.9%
동	534	4.1%
시	534	4.1%
광	506	3.9%
역	497	3.8%
구	472	3.6%
1	471	3.6%
-	421	3.2%
Other values (242)	5928	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7554	57.7%
Space Separator	2402	18.3%
Decimal Number	2157	16.5%
Dash Punctuation	421	3.2%
Other Punctuation	371	2.8%
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	691	9.1%
산	644	8.5%
동	534	7.1%
시	534	7.1%
광	506	6.7%
역	497	6.6%
구	472	6.2%
지	208	2.8%
번	179	2.4%
대	177	2.3%
Other values (206)	3112	41.2%

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

Decimal Number

Value	Count	Frequency (%)
1	471	21.8%
2	313	14.5%
5	227	10.5%
6	221	10.2%
4	198	9.2%
0	164	7.6%
8	156	7.2%
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 (%)
*	338	91.1%
,	18	4.9%
&	15	4.0%

Space Separator

Value	Count	Frequency (%)
	2402	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	421	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	7554	57.7%
Common	5381	41.1%
Latin	165	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	691	9.1%
산	644	8.5%
동	534	7.1%
시	534	7.1%
광	506	6.7%
역	497	6.6%
구	472	6.2%
지	208	2.8%
번	179	2.4%
대	177	2.3%
Other values (206)	3112	41.2%

Common

Value	Count	Frequency (%)
	2402	44.6%
1	471	8.8%
-	421	7.8%
*	338	6.3%
2	313	5.8%
5	227	4.2%
6	221	4.1%
4	198	3.7%
0	164	3.0%
8	156	2.9%
Other values (8)	470	8.7%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7554	57.7%
ASCII	5546	42.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2402	43.3%
1	471	8.5%
-	421	7.6%
*	338	6.1%
2	313	5.6%
5	227	4.1%
6	221	4.0%
4	198	3.6%
0	164	3.0%
8	156	2.8%
Other values (26)	635	11.4%

Hangul

Value	Count	Frequency (%)
부	691	9.1%
산	644	8.5%
동	534	7.1%
시	534	7.1%
광	506	6.7%
역	497	6.6%
구	472	6.2%
지	208	2.8%
번	179	2.4%
대	177	2.3%
Other values (206)	3112	41.2%

rdnpostno
Text

MISSING

Distinct	99
Distinct (%)	20.9%
Missing	21
Missing (%)	4.2%
Memory size	4.0 KiB

Length

Max length	7
Median length	5
Mean length	5.0084388
Min length	5

Characters and Unicode

Total characters	2374
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	40 ?
Unique (%)	8.4%

Sample

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

Value	Count	Frequency (%)
48947	49	10.3%
48058	49	10.3%
48953	20	4.2%
48059	16	3.4%
47296	16	3.4%
46726	14	3.0%
47299	12	2.5%
47288	12	2.5%
48944	11	2.3%
47285	11	2.3%
Other values (89)	264	55.7%

Most occurring characters

Value	Count	Frequency (%)
4	618	26.0%
8	402	16.9%
7	244	10.3%
9	239	10.1%
5	172	7.2%
2	171	7.2%
0	165	7.0%
6	158	6.7%
1	101	4.3%
3	90	3.8%
Other values (7)	14	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2360	99.4%
Other Letter	14	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	618	26.2%
8	402	17.0%
7	244	10.3%
9	239	10.1%
5	172	7.3%
2	171	7.2%
0	165	7.0%
6	158	6.7%
1	101	4.3%
3	90	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	2360	99.4%
Hangul	14	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	618	26.2%
8	402	17.0%
7	244	10.3%
9	239	10.1%
5	172	7.3%
2	171	7.2%
0	165	7.0%
6	158	6.7%
1	101	4.3%
3	90	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	2360	99.4%
Hangul	14	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	618	26.2%
8	402	17.0%
7	244	10.3%
9	239	10.1%
5	172	7.3%
2	171	7.2%
0	165	7.0%
6	158	6.7%
1	101	4.3%
3	90	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	171
Distinct (%)	35.0%
Missing	6
Missing (%)	1.2%
Memory size	4.0 KiB

Length

Max length	53
Median length	47
Mean length	33.417178
Min length	22

Characters and Unicode

Total characters	16341
Distinct characters	282
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	82 ?
Unique (%)	16.8%

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	489	15.5%
해운대구	130	4.1%
부산진구	88	2.8%
우동	86	2.7%
	60	1.9%
중앙대로	56	1.8%
중구	53	1.7%
부전동	53	1.7%
해운대로	46	1.5%
호	43	1.4%
Other values (438)	2046	65.0%

Most occurring characters

Value	Count	Frequency (%)
	2686	16.4%
부	704	4.3%
산	651	4.0%
동	605	3.7%
광	548	3.4%
시	545	3.3%
역	491	3.0%
로	488	3.0%
(	479	2.9%
)	479	2.9%
Other values (272)	8665	53.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9663	59.1%
Space Separator	2686	16.4%
Decimal Number	1947	11.9%
Other Punctuation	867	5.3%
Open Punctuation	482	2.9%
Close Punctuation	482	2.9%
Uppercase Letter	159	1.0%
Dash Punctuation	27	0.2%
Lowercase Letter	16	0.1%
Math Symbol	12	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	704	7.3%
산	651	6.7%
동	605	6.3%
광	548	5.7%
시	545	5.6%
역	491	5.1%
로	488	5.1%
구	474	4.9%
대	390	4.0%
층	212	2.2%
Other values (231)	4555	47.1%

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	371	19.1%
2	266	13.7%
0	216	11.1%
3	215	11.0%
6	170	8.7%
5	162	8.3%
7	157	8.1%
4	148	7.6%
9	122	6.3%
8	120	6.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	442	51.0%
*	410	47.3%
&	15	1.7%

Open Punctuation

Value	Count	Frequency (%)
(	479	99.4%
[	3	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	479	99.4%
]	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2686	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	27	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9663	59.1%
Common	6503	39.8%
Latin	175	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	704	7.3%
산	651	6.7%
동	605	6.3%
광	548	5.7%
시	545	5.6%
역	491	5.1%
로	488	5.1%
구	474	4.9%
대	390	4.0%
층	212	2.2%
Other values (231)	4555	47.1%

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 (%)
	2686	41.3%
(	479	7.4%
)	479	7.4%
,	442	6.8%
*	410	6.3%
1	371	5.7%
2	266	4.1%
0	216	3.3%
3	215	3.3%
6	170	2.6%
Other values (10)	769	11.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9663	59.1%
ASCII	6678	40.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2686	40.2%
(	479	7.2%
)	479	7.2%
,	442	6.6%
*	410	6.1%
1	371	5.6%
2	266	4.0%
0	216	3.2%
3	215	3.2%
6	170	2.5%
Other values (31)	944	14.1%

Hangul

Value	Count	Frequency (%)
부	704	7.3%
산	651	6.7%
동	605	6.3%
광	548	5.7%
시	545	5.6%
역	491	5.1%
로	488	5.1%
구	474	4.9%
대	390	4.0%
층	212	2.2%
Other values (231)	4555	47.1%

apvpermymd
Real number (ℝ)

Distinct	168
Distinct (%)	33.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20123615

Minimum	19451015
Maximum	20220427
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060825
median	20160317
Q3	20200304
95-th percentile	20211215
Maximum	20220427
Range	769412
Interquartile range (IQR)	139479

Descriptive statistics

Standard deviation	89763.103
Coefficient of variation (CV)	0.0044605855
Kurtosis	8.30868
Mean	20123615
Median Absolute Deviation (MAD)	50893
Skewness	-1.7729232
Sum	9.9611892 × 10⁹
Variance	8.0574146 × 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%
20050307	10	2.0%
20071204	10	2.0%
20210615	10	2.0%
20021112	10	2.0%
20090302	10	2.0%
Other values (158)	387	78.2%

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 (%)
20220427	2	0.4%
20220426	1	0.2%
20220405	2	0.4%
20220325	2	0.4%
20220322	1	0.2%
20220318	2	0.4%
20220302	1	0.2%
20220208	1	0.2%
20220125	2	0.4%
20220119	1	0.2%

dcbymd
Categorical

IMBALANCE

Distinct	39
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	325
폐업일자	91
20170315	10
20160617	8
20110616	8
Other values (34)	53

Length

Max length	8
Median length	4
Mean length	4.6383838
Min length	4

Unique

Unique	26 ?
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>	325	65.7%
폐업일자	91	18.4%
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	6.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	325	65.7%
폐업일자	91	18.4%
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	6.7%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
휴업시작일자	96

Length

Max length	6
Median length	4
Mean length	4.3878788
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>	399	80.6%
휴업시작일자	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
휴업시작일자	96	19.4%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
휴업종료일자	96

Length

Max length	6
Median length	4
Mean length	4.3878788
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>	399	80.6%
휴업종료일자	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
휴업종료일자	96	19.4%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
재개업일자	96

Length

Max length	5
Median length	4
Mean length	4.1939394
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>	399	80.6%
재개업일자	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
재개업일자	96	19.4%

trdstatenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

영업/정상	374
03	56
13	40
폐업	15
제외/삭제/전출	8
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	4.3676768
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	374	75.6%
03	56	11.3%
13	40	8.1%
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	374	75.6%
03	56	11.3%
13	40	8.1%
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	4.0 KiB

영업중	415
폐업	71
전출	8
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8424242
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	415	83.8%
폐업	71	14.3%
전출	8	1.6%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	415	83.8%
폐업	71	14.3%
전출	8	1.6%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	138
Distinct (%)	28.2%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	389594.83

Minimum	373470.6
Maximum	401669
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	373470.6
5-th percentile	379280.63
Q1	385622.78
median	389691.84
Q3	393674.03
95-th percentile	398310.24
Maximum	401669
Range	28198.396
Interquartile range (IQR)	8051.2525

Descriptive statistics

Standard deviation	5829.329
Coefficient of variation (CV)	0.014962542
Kurtosis	0.12034248
Mean	389594.83
Median Absolute Deviation (MAD)	4032.814
Skewness	-0.33604509
Sum	1.9051187 × 10⁸
Variance	33981077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	21	4.2%
388011.197829908	12	2.4%
387608.014165034	11	2.2%
385622.780457355	11	2.2%
387271.299492377	11	2.2%
396915.143441	10	2.0%
393952.264486105	10	2.0%
398310.243451	10	2.0%
394083.501537578	10	2.0%
387280.619672939	9	1.8%
Other values (128)	374	75.6%

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	138
Distinct (%)	28.2%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	187422.57

Minimum	178757.42
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 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	204621.66
Range	25864.232
Interquartile range (IQR)	4600.7252

Descriptive statistics

Standard deviation	5292.0027
Coefficient of variation (CV)	0.028235675
Kurtosis	1.7839018
Mean	187422.57
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.86617659
Sum	91649634
Variance	28005293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	21	4.2%
185310.70532509	12	2.4%
185703.079007724	11	2.2%
179452.224754792	11	2.2%
186099.137533193	11	2.2%
187480.443811	10	2.0%
187602.933160728	10	2.0%
188031.67198	10	2.0%
187707.586117775	10	2.0%
185679.050795793	9	1.8%
Other values (128)	374	75.6%

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 (%)
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%
194312.723690481	7	1.4%

lastmodts
Real number (ℝ)

Distinct	390
Distinct (%)	78.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.019393 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0220427 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0190318 × 10¹³
median	2.0210422 × 10¹³
Q3	2.0211216 × 10¹³
95-th percentile	2.0220126 × 10¹³
Maximum	2.0220427 × 10¹³
Range	1.903 × 10¹¹
Interquartile range (IQR)	2.0898002 × 10¹⁰

Descriptive statistics

Standard deviation	3.3854519 × 10¹⁰
Coefficient of variation (CV)	0.0016764701
Kurtosis	7.1487429
Mean	2.019393 × 10¹³
Median Absolute Deviation (MAD)	7.99937 × 10⁸
Skewness	-2.5982659
Sum	9.9959954 × 10¹⁵
Variance	1.1461285 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211220133307	6	1.2%
20211220133338	5	1.0%
20190920121341	5	1.0%
20210421091411	5	1.0%
20211216174849	5	1.0%
20191017170859	4	0.8%
20211217153628	4	0.8%
20211220133308	4	0.8%
20211220161532	4	0.8%
20030127161348	4	0.8%
Other values (380)	449	90.7%

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 (%)
20220427164939	1	0.2%
20220427161558	1	0.2%
20220426065808	1	0.2%
20220425110619	1	0.2%
20220405100600	1	0.2%
20220405095644	1	0.2%
20220325104350	2	0.4%
20220318084652	2	0.4%
20220314135813	1	0.2%
20220311093350	2	0.4%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
업태구분명	96

Length

Max length	5
Median length	4
Mean length	4.1939394
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>	399	80.6%
업태구분명	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
업태구분명	96	19.4%

sitetel
Categorical

Distinct	42
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

051-123-1234	192
<NA>	80
전화번호	56
910-1411	12
070-7495-8542	11
Other values (37)	144

Length

Max length	13
Median length	12
Mean length	9.589899
Min length	4

Unique

Unique	13 ?
Unique (%)	2.6%

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	38.8%
<NA>	80	16.2%
전화번호	56	11.3%
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 (32)	102	20.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	192	38.8%
na	80	16.2%
전화번호	56	11.3%
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 (32)	102	20.6%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	292
문화시설	88
건물용도명	86
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.2
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>	292	59.0%
문화시설	88	17.8%
건물용도명	86	17.4%
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	292	59.0%
문화시설	88	17.8%
건물용도명	86	17.4%
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	4.0 KiB

영화관	294
<NA>	118
공연장형태구분명	79
자동차극장	4

Length

Max length	8
Median length	3
Mean length	4.0525253
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	59.4%
<NA>	118	23.8%
공연장형태구분명	79	16.0%
자동차극장	4	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	294	59.4%
na	118	23.8%
공연장형태구분명	79	16.0%
자동차극장	4	0.8%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
기존게임업외업종명	96

Length

Max length	9
Median length	4
Mean length	4.969697
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>	399	80.6%
기존게임업외업종명	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
기존게임업외업종명	96	19.4%

noroomcnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	351
0	78
노래방실수	66

Length

Max length	5
Median length	4
Mean length	3.6606061
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>	351	70.9%
0	78	15.8%
노래방실수	66	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	351	70.9%
0	78	15.8%
노래방실수	66	13.3%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	208
영화상영관	196
문화사업자구분명	91

Length

Max length	8
Median length	5
Mean length	5.1313131
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>	208	42.0%
영화상영관	196	39.6%
문화사업자구분명	91	18.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	208	42.0%
영화상영관	196	39.6%
문화사업자구분명	91	18.4%

culphyedcobnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

영화상영관	302
영화제작업	129
영화배급업	32
영화상영업	22
영화수입업	8

Length

Max length	5
Median length	5
Mean length	4.9959596
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	61.0%
영화제작업	129	26.1%
영화배급업	32	6.5%
영화상영업	22	4.4%
영화수입업	8	1.6%
<NA>	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	302	61.0%
영화제작업	129	26.1%
영화배급업	32	6.5%
영화상영업	22	4.4%
영화수입업	8	1.6%
na	2	0.4%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
방	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
방	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
방	96	19.4%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
비디오재생기명	96

Length

Max length	7
Median length	4
Mean length	4.5818182
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>	399	80.6%
비디오재생기명	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
비디오재생기명	96	19.4%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
비	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
비	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
비	96	19.4%

emexyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
비	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
비	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
비	96	19.4%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
소	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
소	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
소	96	19.4%

facilar
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	345
0	78
시설면적	66
1578.8	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.5494949
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>	345	69.7%
0	78	15.8%
시설면적	66	13.3%
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	345	69.7%
0	78	15.8%
시설면적	66	13.3%
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	4.0 KiB

<NA>	399
음	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
음	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
음	96	19.4%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
자	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
자	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
자	96	19.4%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
제공게임물명	96

Length

Max length	6
Median length	4
Mean length	4.3878788
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>	399	80.6%
제공게임물명	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
제공게임물명	96	19.4%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
제작취급품목내용	96

Length

Max length	8
Median length	4
Mean length	4.7757576
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>	399	80.6%
제작취급품목내용	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
제작취급품목내용	96	19.4%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
조	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
조	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
조	96	19.4%

lghtfacilinillu
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	351
0	78
조명시설조도	66

Length

Max length	6
Median length	4
Mean length	3.7939394
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>	351	70.9%
0	78	15.8%
조명시설조도	66	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	351	70.9%
0	78	15.8%
조명시설조도	66	13.3%

nearenvnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	344
주변환경명	90
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.2323232
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>	344	69.5%
주변환경명	90	18.2%
기타	32	6.5%
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	344	69.5%
주변환경명	90	18.2%
기타	32	6.5%
유흥업소밀집지역	18	3.6%
아파트지역	9	1.8%
학교정화(상대	2	0.4%

jisgnumlay
Categorical

Distinct	23
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	151
지상층수	56
10	43
0	41
7	28
Other values (18)	176

Length

Max length	4
Median length	2
Mean length	2.5171717
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	30.5%
지상층수	56	11.3%
10	43	8.7%
0	41	8.3%
7	28	5.7%
9	27	5.5%
5	20	4.0%
8	19	3.8%
42	17	3.4%
13	15	3.0%
Other values (13)	78	15.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	151	30.5%
지상층수	56	11.3%
10	43	8.7%
0	41	8.3%
7	28	5.7%
9	27	5.5%
5	20	4.0%
8	19	3.8%
42	17	3.4%
13	15	3.0%
Other values (13)	78	15.8%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	331
지역구분명	89
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3818182
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>	331	66.9%
지역구분명	89	18.0%
일반상업지역	30	6.1%
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	331	66.9%
지역구분명	89	18.0%
일반상업지역	30	6.1%
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	4.0 KiB

<NA>	159
5	65
지하층수	57
2	53
0	41
Other values (7)	120

Length

Max length	4
Median length	1
Mean length	2.3131313
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	32.1%
5	65	13.1%
지하층수	57	11.5%
2	53	10.7%
0	41	8.3%
1	35	7.1%
3	24	4.8%
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	32.1%
5	65	13.1%
지하층수	57	11.5%
2	53	10.7%
0	41	8.3%
1	35	7.1%
3	24	4.8%
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	4.0 KiB

<NA>	351
0	78
청소년실수	66

Length

Max length	5
Median length	4
Mean length	3.6606061
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>	351	70.9%
0	78	15.8%
청소년실수	66	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	351	70.9%
0	78	15.8%
청소년실수	66	13.3%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
청	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
청	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
청	96	19.4%

totgasyscnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	351
0	78
총게임기수	66

Length

Max length	5
Median length	4
Mean length	3.6606061
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>	351	70.9%
0	78	15.8%
총게임기수	66	13.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	351	70.9%
0	78	15.8%
총게임기수	66	13.3%

totnumlay
Categorical

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

<NA>	237
총층수	59
0	47
10	20
12	13
Other values (15)	119

Length

Max length	4
Median length	3
Mean length	2.9151515
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>	237	47.9%
총층수	59	11.9%
0	47	9.5%
10	20	4.0%
12	13	2.6%
6	12	2.4%
11	12	2.4%
9	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	237	47.9%
총층수	59	11.9%
0	47	9.5%
10	20	4.0%
12	13	2.6%
6	12	2.4%
11	12	2.4%
9	12	2.4%
18	11	2.2%
19	10	2.0%
Other values (10)	62	12.5%

frstregts
Real number (ℝ)

Distinct	167
Distinct (%)	33.9%
Missing	2
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	20123222

Minimum	19451015
Maximum	20220426
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060825
median	20151020
Q3	20200225
95-th percentile	20211215
Maximum	20220426
Range	769411
Interquartile range (IQR)	139400

Descriptive statistics

Standard deviation	89732.455
Coefficient of variation (CV)	0.0044591495
Kurtosis	8.3337551
Mean	20123222
Median Absolute Deviation (MAD)	59806
Skewness	-1.7739259
Sum	9.9207484 × 10⁹
Variance	8.0519135 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.4%
20211215	12	2.4%
20190315	12	2.4%
20010609	11	2.2%
20140822	11	2.2%
20071204	10	2.0%
20050307	10	2.0%
20021112	10	2.0%
20210615	10	2.0%
20090302	10	2.0%
Other values (157)	385	77.8%

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 (%)
20220426	1	0.2%
20220405	2	0.4%
20220325	2	0.4%
20220322	1	0.2%
20220318	2	0.4%
20220302	1	0.2%
20220208	1	0.2%
20220125	2	0.4%
20220119	1	0.2%
20220114	2	0.4%

pasgbreth
Categorical

Distinct	19
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	218
1	103
0	69
통로너비	60
1.5	12
Other values (14)	33

Length

Max length	4
Median length	4
Mean length	2.9010101
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>	218	44.0%
1	103	20.8%
0	69	13.9%
통로너비	60	12.1%
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	218	44.0%
1	103	20.8%
0	69	13.9%
통로너비	60	12.1%
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	4.0 KiB

<NA>	399
특	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
특	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
특	96	19.4%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
편	96

Length

Max length	4
Median length	4
Mean length	3.4181818
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>	399	80.6%
편	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
편	96	19.4%

actlnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

<NA>	399
품목명	96

Length

Max length	4
Median length	4
Mean length	3.8060606
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>	399	80.6%
품목명	96	19.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	399	80.6%
품목명	96	19.4%

last_load_dttm
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

2022-05-01 05:20:03	495

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2022-05-01 05:20:03	495	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-05-01	495	50.0%
05:20:03	495	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>	2022-05-01 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>	2022-05-01 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>	2022-05-01 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	2022-05-01 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>	2022-05-01 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>	2022-05-01 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>	2022-05-01 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>	2022-05-01 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>	2022-05-01 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>	2022-05-01 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
485	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	2022-05-01 05:20:03
486	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	2022-05-01 05:20:03
487	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	2022-05-01 05:20:03
488	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	2022-05-01 05:20:03
489	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	2022-05-01 05:20:03
490	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>	2022-05-01 05:20:03
491	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>	2022-05-01 05:20:03
492	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>	2022-05-01 05:20:03
493	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>	2022-05-01 05:20:03
494	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	2022-05-01 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