gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	448
Missing cells	33
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	199.2 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2021-09-01
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 (74.2%)	Imbalance
`dcbymd` is highly imbalanced (63.5%)	Imbalance
`dtlstatenm` is highly imbalanced (65.0%)	Imbalance
`sitetel` is highly imbalanced (53.7%)	Imbalance
`noroomcnt` is highly imbalanced (50.5%)	Imbalance
`facilar` is highly imbalanced (65.2%)	Imbalance
`lghtfacilinillu` is highly imbalanced (50.5%)	Imbalance
`regnsenm` is highly imbalanced (52.8%)	Imbalance
`bgroomcnt` is highly imbalanced (50.5%)	Imbalance
`totgasyscnt` is highly imbalanced (50.5%)	Imbalance
`rdnpostno` has 15 (3.3%) missing values	Missing
`rdnwhladdr` has 6 (1.3%) missing values	Missing
`x` has 6 (1.3%) missing values	Missing
`y` has 6 (1.3%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 11:39:48.430812
Analysis finished	2024-04-16 11:39:49.163485
Duration	0.73 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	448
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	824.52902

Minimum	1
Maximum	3055
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	1
5-th percentile	23.35
Q1	112.75
median	224.5
Q3	1463.5
95-th percentile	3032.65
Maximum	3055
Range	3054
Interquartile range (IQR)	1350.75

Descriptive statistics

Standard deviation	1031.424
Coefficient of variation (CV)	1.250925
Kurtosis	-0.12885015
Mean	824.52902
Median Absolute Deviation (MAD)	172
Skewness	1.1825934
Sum	369389
Variance	1063835.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
226	1	0.2%
830	1	0.2%
810	1	0.2%
809	1	0.2%
808	1	0.2%
806	1	0.2%
804	1	0.2%
801	1	0.2%
799	1	0.2%
Other values (438)	438	97.8%

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 (%)
3055	1	0.2%
3054	1	0.2%
3053	1	0.2%
3052	1	0.2%
3051	1	0.2%
3050	1	0.2%
3049	1	0.2%
3048	1	0.2%
3047	1	0.2%
3046	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3319508.9

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 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	41165.676
Coefficient of variation (CV)	0.012401134
Kurtosis	-0.46931534
Mean	3319508.9
Median Absolute Deviation (MAD)	30000
Skewness	0.10733343
Sum	1.48714 × 10⁹
Variance	1.6946129 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	122	27.2%
3290000	77	17.2%
3250000	56	12.5%
3300000	29	6.5%
3350000	26	5.8%
3400000	26	5.8%
3320000	22	4.9%
3310000	20	4.5%
3380000	18	4.0%
3390000	15	3.3%
Other values (5)	37	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	12.5%
3260000	1	0.2%
3270000	7	1.6%
3290000	77	17.2%
3300000	29	6.5%
3310000	20	4.5%
3320000	22	4.9%
3330000	122	27.2%
3340000	13	2.9%
3350000	26	5.8%

Value	Count	Frequency (%)
3400000	26	5.8%
3390000	15	3.3%
3380000	18	4.0%
3370000	9	2.0%
3360000	7	1.6%
3350000	26	5.8%
3340000	13	2.9%
3330000	122	27.2%
3320000	22	4.9%
3310000	20	4.5%

mgtno
Text

Distinct	241
Distinct (%)	53.8%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

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

Characters and Unicode

Total characters	8960
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	146 ?
Unique (%)	32.6%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	4.0%
cdff5211012019000001	12	2.7%
cdff5211012021000001	10	2.2%
cdff5211012020000002	9	2.0%
cdff5211032020000001	8	1.8%
cdff5211042021000001	8	1.8%
cdff5211032019000001	8	1.8%
cdff5211042019000001	6	1.3%
cdff5211012021000002	5	1.1%
cdff5211032021000001	4	0.9%
Other values (231)	360	80.4%

Most occurring characters

Value	Count	Frequency (%)
0	3935	43.9%
2	1365	15.2%
F	896	10.0%
1	844	9.4%
C	448	5.0%
D	448	5.0%
4	379	4.2%
5	222	2.5%
9	132	1.5%
3	86	1.0%
Other values (3)	205	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7168	80.0%
Uppercase Letter	1792	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3935	54.9%
2	1365	19.0%
1	844	11.8%
4	379	5.3%
5	222	3.1%
9	132	1.8%
3	86	1.2%
7	84	1.2%
6	63	0.9%
8	58	0.8%

Uppercase Letter

Value	Count	Frequency (%)
F	896	50.0%
C	448	25.0%
D	448	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7168	80.0%
Latin	1792	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3935	54.9%
2	1365	19.0%
1	844	11.8%
4	379	5.3%
5	222	3.1%
9	132	1.8%
3	86	1.2%
7	84	1.2%
6	63	0.9%
8	58	0.8%

Latin

Value	Count	Frequency (%)
F	896	50.0%
C	448	25.0%
D	448	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3935	43.9%
2	1365	15.2%
F	896	10.0%
1	844	9.4%
C	448	5.0%
D	448	5.0%
4	379	4.2%
5	222	2.5%
9	132	1.5%
3	86	1.0%
Other values (3)	205	2.3%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

03_13_02_P	290
03_13_05_P	100
03_13_01_P	29
03_13_03_P	21
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	290	64.7%
03_13_05_P	100	22.3%
03_13_01_P	29	6.5%
03_13_03_P	21	4.7%
03_13_04_P	8	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_13_02_p	290	64.7%
03_13_05_p	100	22.3%
03_13_01_p	29	6.5%
03_13_03_p	21	4.7%
03_13_04_p	8	1.8%

updategbn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

I	296
U	152

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	296	66.1%
U	152	33.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	296	66.1%
u	152	33.9%

updatedt
Date

Distinct	106
Distinct (%)	23.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-08-28 00:22:50

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	171
영화상영관	119
영화제작업	100
영화배급업	29
영화상영업	21

Length

Max length	5
Median length	5
Mean length	4.6183036
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 (%)
<NA>	171	38.2%
영화상영관	119	26.6%
영화제작업	100	22.3%
영화배급업	29	6.5%
영화상영업	21	4.7%
영화수입업	8	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	171	38.2%
영화상영관	119	26.6%
영화제작업	100	22.3%
영화배급업	29	6.5%
영화상영업	21	4.7%
영화수입업	8	1.8%

bplcnm
Text

Distinct	375
Distinct (%)	83.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

Max length	28
Median length	21
Mean length	10.921875
Min length	2

Characters and Unicode

Total characters	4893
Distinct characters	255
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	341 ?
Unique (%)	76.1%

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	9.3%
메가박스	48	4.9%
cgv	41	4.1%
주식회사	36	3.6%
해운대	26	2.6%
서면	20	2.0%
센텀시티	19	1.9%
6관	15	1.5%
제3관	15	1.5%
정관	15	1.5%
Other values (235)	662	66.9%

Most occurring characters

Value	Count	Frequency (%)
	543	11.1%
관	317	6.5%
시	163	3.3%
네	147	3.0%
제	144	2.9%
마	130	2.7%
스	115	2.4%
데	108	2.2%
롯	107	2.2%
C	105	2.1%
Other values (245)	3014	61.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3433	70.2%
Space Separator	543	11.1%
Uppercase Letter	419	8.6%
Decimal Number	273	5.6%
Close Punctuation	96	2.0%
Open Punctuation	96	2.0%
Lowercase Letter	20	0.4%
Other Punctuation	12	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	317	9.2%
시	163	4.7%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.3%
데	108	3.1%
롯	107	3.1%
주	98	2.9%
대	80	2.3%
Other values (198)	2024	59.0%

Uppercase Letter

Value	Count	Frequency (%)
C	105	25.1%
G	83	19.8%
V	82	19.6%
N	24	5.7%
E	13	3.1%
O	12	2.9%
I	11	2.6%
U	10	2.4%
M	10	2.4%
A	9	2.1%
Other values (12)	60	14.3%

Decimal Number

Value	Count	Frequency (%)
1	44	16.1%
2	38	13.9%
4	36	13.2%
3	32	11.7%
6	31	11.4%
5	30	11.0%
7	25	9.2%
8	16	5.9%
9	15	5.5%
0	6	2.2%

Lowercase Letter

Value	Count	Frequency (%)
o	7	35.0%
d	5	25.0%
t	4	20.0%
i	1	5.0%
l	1	5.0%
m	1	5.0%
s	1	5.0%

Close Punctuation

Value	Count	Frequency (%)
)	95	99.0%
]	1	1.0%

Open Punctuation

Value	Count	Frequency (%)
(	95	99.0%
[	1	1.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	543	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3433	70.2%
Common	1021	20.9%
Latin	439	9.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	317	9.2%
시	163	4.7%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.3%
데	108	3.1%
롯	107	3.1%
주	98	2.9%
대	80	2.3%
Other values (198)	2024	59.0%

Latin

Value	Count	Frequency (%)
C	105	23.9%
G	83	18.9%
V	82	18.7%
N	24	5.5%
E	13	3.0%
O	12	2.7%
I	11	2.5%
U	10	2.3%
M	10	2.3%
A	9	2.1%
Other values (19)	80	18.2%

Common

Value	Count	Frequency (%)
	543	53.2%
)	95	9.3%
(	95	9.3%
1	44	4.3%
2	38	3.7%
4	36	3.5%
3	32	3.1%
6	31	3.0%
5	30	2.9%
7	25	2.4%
Other values (8)	52	5.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3433	70.2%
ASCII	1460	29.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	543	37.2%
C	105	7.2%
)	95	6.5%
(	95	6.5%
G	83	5.7%
V	82	5.6%
1	44	3.0%
2	38	2.6%
4	36	2.5%
3	32	2.2%
Other values (37)	307	21.0%

Hangul

Value	Count	Frequency (%)
관	317	9.2%
시	163	4.7%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.3%
데	108	3.1%
롯	107	3.1%
주	98	2.9%
대	80	2.3%
Other values (198)	2024	59.0%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	363
지번우편번호	63
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.3794643
Min length	4

Unique

Unique	10 ?
Unique (%)	2.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	363	81.0%
지번우편번호	63	14.1%
614845	4	0.9%
600805	3	0.7%
601060	3	0.7%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	363	81.0%
지번우편번호	63	14.1%
614845	4	0.9%
600805	3	0.7%
601060	3	0.7%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.3%

sitewhladdr
Text

Distinct	146
Distinct (%)	32.6%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

Max length	46
Median length	39
Mean length	26.984375
Min length	18

Characters and Unicode

Total characters	12089
Distinct characters	240
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	70 ?
Unique (%)	15.6%

Sample

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

Value	Count	Frequency (%)
부산광역시	448	20.1%
해운대구	122	5.5%
우동	92	4.1%
부산진구	77	3.5%
중구	56	2.5%
부전동	47	2.1%
동래구	29	1.3%
전포동	27	1.2%
기장군	26	1.2%
금정구	26	1.2%
Other values (321)	1276	57.3%

Most occurring characters

Value	Count	Frequency (%)
	2180	18.0%
부	615	5.1%
산	576	4.8%
시	487	4.0%
동	484	4.0%
1	477	3.9%
광	452	3.7%
역	448	3.7%
구	423	3.5%
-	376	3.1%
Other values (230)	5571	46.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7067	58.5%
Decimal Number	2191	18.1%
Space Separator	2180	18.0%
Dash Punctuation	376	3.1%
Uppercase Letter	132	1.1%
Other Punctuation	98	0.8%
Lowercase Letter	15	0.1%
Open Punctuation	12	0.1%
Close Punctuation	12	0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	615	8.7%
산	576	8.2%
시	487	6.9%
동	484	6.8%
광	452	6.4%
역	448	6.3%
구	423	6.0%
지	299	4.2%
번	278	3.9%
대	163	2.3%
Other values (194)	2842	40.2%

Uppercase Letter

Value	Count	Frequency (%)
K	29	22.0%
S	19	14.4%
T	15	11.4%
B	11	8.3%
H	10	7.6%
G	10	7.6%
C	10	7.6%
U	10	7.6%
Y	9	6.8%
N	8	6.1%

Decimal Number

Value	Count	Frequency (%)
1	477	21.8%
2	314	14.3%
6	229	10.5%
5	221	10.1%
4	201	9.2%
0	183	8.4%
7	158	7.2%
8	158	7.2%
3	135	6.2%
9	115	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
*	71	72.4%
,	18	18.4%
&	9	9.2%

Space Separator

Value	Count	Frequency (%)
	2180	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	376	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7067	58.5%
Common	4875	40.3%
Latin	147	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	615	8.7%
산	576	8.2%
시	487	6.9%
동	484	6.8%
광	452	6.4%
역	448	6.3%
구	423	6.0%
지	299	4.2%
번	278	3.9%
대	163	2.3%
Other values (194)	2842	40.2%

Common

Value	Count	Frequency (%)
	2180	44.7%
1	477	9.8%
-	376	7.7%
2	314	6.4%
6	229	4.7%
5	221	4.5%
4	201	4.1%
0	183	3.8%
7	158	3.2%
8	158	3.2%
Other values (8)	378	7.8%

Latin

Value	Count	Frequency (%)
K	29	19.7%
S	19	12.9%
T	15	10.2%
B	11	7.5%
H	10	6.8%
G	10	6.8%
C	10	6.8%
U	10	6.8%
Y	9	6.1%
N	8	5.4%
Other values (8)	16	10.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7067	58.5%
ASCII	5022	41.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2180	43.4%
1	477	9.5%
-	376	7.5%
2	314	6.3%
6	229	4.6%
5	221	4.4%
4	201	4.0%
0	183	3.6%
7	158	3.1%
8	158	3.1%
Other values (26)	525	10.5%

Hangul

Value	Count	Frequency (%)
부	615	8.7%
산	576	8.2%
시	487	6.9%
동	484	6.8%
광	452	6.4%
역	448	6.3%
구	423	6.0%
지	299	4.2%
번	278	3.9%
대	163	2.3%
Other values (194)	2842	40.2%

rdnpostno
Text

MISSING

Distinct	85
Distinct (%)	19.6%
Missing	15
Missing (%)	3.3%
Memory size	3.6 KiB

Length

Max length	7
Median length	5
Mean length	5.0046189
Min length	5

Characters and Unicode

Total characters	2167
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	38 ?
Unique (%)	8.8%

Sample

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

Value	Count	Frequency (%)
48947	60	13.9%
48058	42	9.7%
48953	20	4.6%
48059	17	3.9%
47296	16	3.7%
47299	12	2.8%
48944	11	2.5%
47285	11	2.5%
48948	10	2.3%
47710	10	2.3%
Other values (75)	224	51.7%

Most occurring characters

Value	Count	Frequency (%)
4	577	26.6%
8	368	17.0%
9	244	11.3%
7	231	10.7%
5	160	7.4%
0	151	7.0%
2	139	6.4%
6	129	6.0%
1	86	4.0%
3	75	3.5%
Other values (7)	7	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2160	99.7%
Other Letter	7	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	577	26.7%
8	368	17.0%
9	244	11.3%
7	231	10.7%
5	160	7.4%
0	151	7.0%
2	139	6.4%
6	129	6.0%
1	86	4.0%
3	75	3.5%

Other Letter

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2160	99.7%
Hangul	7	0.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	577	26.7%
8	368	17.0%
9	244	11.3%
7	231	10.7%
5	160	7.4%
0	151	7.0%
2	139	6.4%
6	129	6.0%
1	86	4.0%
3	75	3.5%

Hangul

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2160	99.7%
Hangul	7	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	577	26.7%
8	368	17.0%
9	244	11.3%
7	231	10.7%
5	160	7.4%
0	151	7.0%
2	139	6.4%
6	129	6.0%
1	86	4.0%
3	75	3.5%

Hangul

Value	Count	Frequency (%)
도	1	14.3%
로	1	14.3%
명	1	14.3%
우	1	14.3%
편	1	14.3%
번	1	14.3%
호	1	14.3%

rdnwhladdr
Text

MISSING

Distinct	148
Distinct (%)	33.5%
Missing	6
Missing (%)	1.3%
Memory size	3.6 KiB

Length

Max length	53
Median length	48
Mean length	32.837104
Min length	22

Characters and Unicode

Total characters	14514
Distinct characters	274
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	74 ?
Unique (%)	16.7%

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	442	15.7%
해운대구	122	4.3%
우동	82	2.9%
부산진구	77	2.7%
중구	53	1.9%
중앙대로	52	1.9%
부전동	47	1.7%
해운대로	44	1.6%
6층	35	1.2%
39	34	1.2%
Other values (408)	1819	64.8%

Most occurring characters

Value	Count	Frequency (%)
	2390	16.5%
부	628	4.3%
산	583	4.0%
동	553	3.8%
광	493	3.4%
시	492	3.4%
역	442	3.0%
로	441	3.0%
)	432	3.0%
(	432	3.0%
Other values (264)	7628	52.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8643	59.5%
Space Separator	2390	16.5%
Decimal Number	1932	13.3%
Other Punctuation	500	3.4%
Close Punctuation	435	3.0%
Open Punctuation	435	3.0%
Uppercase Letter	137	0.9%
Dash Punctuation	20	0.1%
Lowercase Letter	16	0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	628	7.3%
산	583	6.7%
동	553	6.4%
광	493	5.7%
시	492	5.7%
역	442	5.1%
로	441	5.1%
구	424	4.9%
대	362	4.2%
운	195	2.3%
Other values (223)	4030	46.6%

Uppercase Letter

Value	Count	Frequency (%)
K	29	21.2%
S	19	13.9%
T	15	10.9%
B	12	8.8%
C	10	7.3%
H	10	7.3%
U	10	7.3%
G	9	6.6%
Y	9	6.6%
N	7	5.1%
Other values (3)	7	5.1%

Decimal Number

Value	Count	Frequency (%)
1	369	19.1%
2	268	13.9%
0	219	11.3%
3	207	10.7%
6	178	9.2%
5	163	8.4%
7	158	8.2%
4	154	8.0%
9	122	6.3%
8	94	4.9%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	384	76.8%
*	107	21.4%
&	9	1.8%

Close Punctuation

Value	Count	Frequency (%)
)	432	99.3%
]	3	0.7%

Open Punctuation

Value	Count	Frequency (%)
(	432	99.3%
[	3	0.7%

Space Separator

Value	Count	Frequency (%)
	2390	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	20	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8643	59.5%
Common	5718	39.4%
Latin	153	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	628	7.3%
산	583	6.7%
동	553	6.4%
광	493	5.7%
시	492	5.7%
역	442	5.1%
로	441	5.1%
구	424	4.9%
대	362	4.2%
운	195	2.3%
Other values (223)	4030	46.6%

Latin

Value	Count	Frequency (%)
K	29	19.0%
S	19	12.4%
T	15	9.8%
B	12	7.8%
C	10	6.5%
H	10	6.5%
U	10	6.5%
G	9	5.9%
Y	9	5.9%
N	7	4.6%
Other values (11)	23	15.0%

Common

Value	Count	Frequency (%)
	2390	41.8%
)	432	7.6%
(	432	7.6%
,	384	6.7%
1	369	6.5%
2	268	4.7%
0	219	3.8%
3	207	3.6%
6	178	3.1%
5	163	2.9%
Other values (10)	676	11.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8643	59.5%
ASCII	5871	40.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2390	40.7%
)	432	7.4%
(	432	7.4%
,	384	6.5%
1	369	6.3%
2	268	4.6%
0	219	3.7%
3	207	3.5%
6	178	3.0%
5	163	2.8%
Other values (31)	829	14.1%

Hangul

Value	Count	Frequency (%)
부	628	7.3%
산	583	6.7%
동	553	6.4%
광	493	5.7%
시	492	5.7%
역	442	5.1%
로	441	5.1%
구	424	4.9%
대	362	4.2%
운	195	2.3%
Other values (223)	4030	46.6%

apvpermymd
Real number (ℝ)

Distinct	148
Distinct (%)	33.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20113406

Minimum	19451015
Maximum	20210826
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20050307
median	20130507
Q3	20190702
95-th percentile	20210518
Maximum	20210826
Range	759811
Interquartile range (IQR)	140395

Descriptive statistics

Standard deviation	89858.646
Coefficient of variation (CV)	0.0044675996
Kurtosis	8.5065134
Mean	20113406
Median Absolute Deviation (MAD)	69596
Skewness	-1.7341521
Sum	9.010806 × 10⁹
Variance	8.0745763 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.7%
20190315	12	2.7%
20010609	11	2.5%
20140822	11	2.5%
20021112	10	2.2%
20090302	10	2.2%
20071204	10	2.2%
20050307	10	2.2%
20210615	10	2.2%
20200103	9	2.0%
Other values (138)	343	76.6%

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 (%)
20210826	1	0.2%
20210806	2	0.4%
20210802	1	0.2%
20210722	1	0.2%
20210709	2	0.4%
20210707	1	0.2%
20210630	1	0.2%
20210615	10	2.2%
20210608	1	0.2%
20210527	1	0.2%

dcbymd
Categorical

IMBALANCE

Distinct	32
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	317
폐업일자	62
20170315	10
20110616	8
20160617	8
Other values (27)	43

Length

Max length	8
Median length	4
Mean length	4.6160714
Min length	4

Unique

Unique	21 ?
Unique (%)	4.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	317	70.8%
폐업일자	62	13.8%
20170315	10	2.2%
20110616	8	1.8%
20160617	8	1.8%
20100806	7	1.6%
20001201	4	0.9%
20210806	3	0.7%
20200921	3	0.7%
20070725	3	0.7%
Other values (22)	23	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	317	70.8%
폐업일자	62	13.8%
20170315	10	2.2%
20110616	8	1.8%
20160617	8	1.8%
20100806	7	1.6%
20001201	4	0.9%
20210806	3	0.7%
20200921	3	0.7%
20070725	3	0.7%
Other values (22)	23	5.1%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
휴업시작일자	63

Length

Max length	6
Median length	4
Mean length	4.28125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
휴업시작일자	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
휴업시작일자	63	14.1%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
휴업종료일자	63

Length

Max length	6
Median length	4
Mean length	4.28125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
휴업종료일자	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
휴업종료일자	63	14.1%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
재개업일자	63

Length

Max length	5
Median length	4
Mean length	4.140625
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
재개업일자	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
재개업일자	63	14.1%

trdstatenm
Categorical

Distinct	7
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

영업/정상	263
13	114
03	56
폐업	8
제외/삭제/전출	5
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	3.8325893
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	263	58.7%
13	114	25.4%
03	56	12.5%
폐업	8	1.8%
제외/삭제/전출	5	1.1%
35	1	0.2%
<NA>	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	263	58.7%
13	114	25.4%
03	56	12.5%
폐업	8	1.8%
제외/삭제/전출	5	1.1%
35	1	0.2%
na	1	0.2%

dtlstatenm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

영업중	378
폐업	64
전출	5
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8482143
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	378	84.4%
폐업	64	14.3%
전출	5	1.1%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	378	84.4%
폐업	64	14.3%
전출	5	1.1%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	118
Distinct (%)	26.7%
Missing	6
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	389833.53

Minimum	374253.11
Maximum	401646.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	374253.11
5-th percentile	380625.39
Q1	385622.78
median	389751.94
Q3	393787.86
95-th percentile	398310.24
Maximum	401646.7
Range	27393.591
Interquartile range (IQR)	8165.0822

Descriptive statistics

Standard deviation	5609.769
Coefficient of variation (CV)	0.014390166
Kurtosis	-0.15125337
Mean	389833.53
Median Absolute Deviation (MAD)	4076.4153
Skewness	-0.18687443
Sum	1.7230642 × 10⁸
Variance	31469509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	20	4.5%
387982.190387	14	3.1%
388011.197829908	12	2.7%
387443.214568	11	2.5%
387608.014165034	11	2.5%
385622.780457355	11	2.5%
393952.264486105	10	2.2%
398310.243451	10	2.2%
394153.800755	10	2.2%
396915.143441	10	2.2%
Other values (108)	323	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
374253.112340712	7	1.6%
377557.995908	1	0.2%
378656.720935232	1	0.2%
379212.079721725	5	1.1%
379240.573215267	3	0.7%
379280.632039	2	0.4%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380625.391364589	6	1.3%
380780.612775	7	1.6%

Value	Count	Frequency (%)
401646.70301259	3	0.7%
401504.790177	6	1.3%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398757.078098629	1	0.2%
398628.503470003	2	0.4%
398341.802637	7	1.6%
398310.243451	10	2.2%
398275.475596001	1	0.2%
398242.150343638	2	0.4%

y
Real number (ℝ)

MISSING

Distinct	118
Distinct (%)	26.7%
Missing	6
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	187633.6

Minimum	178757.42
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	178757.42
5-th percentile	179597.59
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	5404.827
Coefficient of variation (CV)	0.02880522
Kurtosis	1.6196786
Mean	187633.6
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.85449507
Sum	82934049
Variance	29212155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	20	4.5%
186465.864259	14	3.1%
185310.70532509	12	2.7%
186484.775084	11	2.5%
185703.079007724	11	2.5%
179452.224754792	11	2.5%
187602.933160728	10	2.2%
188031.67198	10	2.2%
188019.100861	10	2.2%
187480.443811	10	2.2%
Other values (108)	323	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178757.423271048	7	1.6%
178872.461747926	1	0.2%
179411.189506548	1	0.2%
179452.224754792	11	2.5%
179597.592953541	6	1.3%
179823.23303496	4	0.9%
179885.813689	2	0.4%
179911.285409	5	1.1%
179919.437009	4	0.9%
179919.488084	8	1.8%

Value	Count	Frequency (%)
204621.655738547	5	1.1%
204597.0	5	1.1%
204401.691446	6	1.3%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	1.8%
195029.489621392	1	0.2%
194992.355262	2	0.4%
194681.150958776	7	1.6%
194622.201131	7	1.6%

lastmodts
Real number (ℝ)

Distinct	377
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0185463 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0210826 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0180614 × 10¹³
median	2.0190967 × 10¹³
Q3	2.0210422 × 10¹³
95-th percentile	2.0210718 × 10¹³
Maximum	2.0210826 × 10¹³
Range	1.8069894 × 10¹¹
Interquartile range (IQR)	2.9807955 × 10¹⁰

Descriptive statistics

Standard deviation	3.3153334 × 10¹⁰
Coefficient of variation (CV)	0.0016424361
Kurtosis	6.3406786
Mean	2.0185463 × 10¹³
Median Absolute Deviation (MAD)	1.9234984 × 10¹⁰
Skewness	-2.3554028
Sum	9.0430876 × 10¹⁵
Variance	1.0991435 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210524175645	6	1.3%
20190920121341	5	1.1%
20210421091411	5	1.1%
20030127161348	4	0.9%
20191017170859	4	0.9%
20190927173659	3	0.7%
20200115103223	3	0.7%
20210621093400	3	0.7%
20210312113406	3	0.7%
20210312113428	3	0.7%
Other values (367)	409	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030127161348	4	0.9%
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 (%)
20210826104827	1	0.2%
20210823094832	1	0.2%
20210823094814	1	0.2%
20210823094435	1	0.2%
20210823094409	1	0.2%
20210823094244	1	0.2%
20210823094055	1	0.2%
20210817182323	1	0.2%
20210817182234	1	0.2%
20210817182140	1	0.2%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
업태구분명	63

Length

Max length	5
Median length	4
Mean length	4.140625
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
업태구분명	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
업태구분명	63	14.1%

sitetel
Categorical

IMBALANCE

Distinct	23
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

051-123-1234	292
<NA>	50
전화번호	30
910-1411	12
051-366-2200	9
Other values (18)	55

Length

Max length	13
Median length	12
Mean length	10.375
Min length	4

Unique

Unique	9 ?
Unique (%)	2.0%

Sample

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

Common Values

Value	Count	Frequency (%)
051-123-1234	292	65.2%
<NA>	50	11.2%
전화번호	30	6.7%
910-1411	12	2.7%
051-366-2200	9	2.0%
051-745-2883	8	1.8%
070-4159-8881	7	1.6%
364-0480	7	1.6%
051-626-0488	6	1.3%
02-371-6670	6	1.3%
Other values (13)	21	4.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	292	65.2%
na	50	11.2%
전화번호	30	6.7%
910-1411	12	2.7%
051-366-2200	9	2.0%
051-745-2883	8	1.8%
070-4159-8881	7	1.6%
364-0480	7	1.6%
051-626-0488	6	1.3%
02-371-6670	6	1.3%
Other values (13)	21	4.7%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	281
문화시설	82
건물용도명	56
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1540179
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	281	62.7%
문화시설	82	18.3%
건물용도명	56	12.5%
근린생활시설	13	2.9%
유통시설	9	2.0%
호텔	6	1.3%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	281	62.7%
문화시설	82	18.3%
건물용도명	56	12.5%
근린생활시설	13	2.9%
유통시설	9	2.0%
호텔	6	1.3%
사무실	1	0.2%

perplaformsenm
Categorical

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

영화관	282
<NA>	111
공연장형태구분명	51
자동차극장	4

Length

Max length	8
Median length	3
Mean length	3.8348214
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	282	62.9%
<NA>	111	24.8%
공연장형태구분명	51	11.4%
자동차극장	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	282	62.9%
na	111	24.8%
공연장형태구분명	51	11.4%
자동차극장	4	0.9%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
기존게임업외업종명	63

Length

Max length	9
Median length	4
Mean length	4.703125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
기존게임업외업종명	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
기존게임업외업종명	63	14.1%

noroomcnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	373
노래방실수	57
0	18

Length

Max length	5
Median length	4
Mean length	4.0066964
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	373	83.3%
노래방실수	57	12.7%
0	18	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	373	83.3%
노래방실수	57	12.7%
0	18	4.0%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

영화상영관	196
<NA>	191
문화사업자구분명	61

Length

Max length	8
Median length	5
Mean length	4.9821429
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화상영관	196	43.8%
<NA>	191	42.6%
문화사업자구분명	61	13.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	196	43.8%
na	191	42.6%
문화사업자구분명	61	13.6%

culphyedcobnm
Categorical

Distinct	5
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

영화상영관	290
영화제작업	100
영화배급업	29
영화상영업	21
영화수입업	8

Length

Max length	5
Median length	5
Mean length	5
Min length	5

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	290	64.7%
영화제작업	100	22.3%
영화배급업	29	6.5%
영화상영업	21	4.7%
영화수입업	8	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	290	64.7%
영화제작업	100	22.3%
영화배급업	29	6.5%
영화상영업	21	4.7%
영화수입업	8	1.8%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
방	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
방	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
방	63	14.1%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
비디오재생기명	63

Length

Max length	7
Median length	4
Mean length	4.421875
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
비디오재생기명	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
비디오재생기명	63	14.1%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
비	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
비	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
비	63	14.1%

emexyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
비	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
비	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
비	63	14.1%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
소	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
소	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
소	63	14.1%

facilar
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	367
시설면적	57
0	18
1578.8	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.9040179
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	367	81.9%
시설면적	57	12.7%
0	18	4.0%
1578.8	4	0.9%
147.46	1	0.2%
181.3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	367	81.9%
시설면적	57	12.7%
0	18	4.0%
1578.8	4	0.9%
147.46	1	0.2%
181.3	1	0.2%

soundfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
음	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
음	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
음	63	14.1%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
자	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
자	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
자	63	14.1%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
제공게임물명	63

Length

Max length	6
Median length	4
Mean length	4.28125
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
제공게임물명	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
제공게임물명	63	14.1%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
제작취급품목내용	63

Length

Max length	8
Median length	4
Mean length	4.5625
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
제작취급품목내용	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
제작취급품목내용	63	14.1%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
조	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
조	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
조	63	14.1%

lghtfacilinillu
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	373
조명시설조도	57
0	18

Length

Max length	6
Median length	4
Mean length	4.1339286
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	373	83.3%
조명시설조도	57	12.7%
0	18	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	373	83.3%
조명시설조도	57	12.7%
0	18	4.0%

nearenvnm
Categorical

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	328
주변환경명	59
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.1875
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	328	73.2%
주변환경명	59	13.2%
기타	32	7.1%
유흥업소밀집지역	18	4.0%
아파트지역	9	2.0%
학교정화(상대)	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	328	73.2%
주변환경명	59	13.2%
기타	32	7.1%
유흥업소밀집지역	18	4.0%
아파트지역	9	2.0%
학교정화(상대	2	0.4%

jisgnumlay
Categorical

Distinct	23
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	158
지상층수	49
10	37
7	28
9	27
Other values (18)	149

Length

Max length	4
Median length	2
Mean length	2.6495536
Min length	1

Unique

Unique	4 ?
Unique (%)	0.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	158	35.3%
지상층수	49	10.9%
10	37	8.3%
7	28	6.2%
9	27	6.0%
5	20	4.5%
8	19	4.2%
42	17	3.8%
12	15	3.3%
6	12	2.7%
Other values (13)	66	14.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	158	35.3%
지상층수	49	10.9%
10	37	8.3%
7	28	6.2%
9	27	6.0%
5	20	4.5%
8	19	4.2%
42	17	3.8%
12	15	3.3%
6	12	2.7%
Other values (13)	66	14.7%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	314
지역구분명	59
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3549107
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>	314	70.1%
지역구분명	59	13.2%
일반상업지역	30	6.7%
상업지역	16	3.6%
중심상업지역	12	2.7%
녹지지역	8	1.8%
일반주거지역	4	0.9%
근린상업지역	3	0.7%
주거지역	1	0.2%
일반공업지역	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	314	70.1%
지역구분명	59	13.2%
일반상업지역	30	6.7%
상업지역	16	3.6%
중심상업지역	12	2.7%
녹지지역	8	1.8%
일반주거지역	4	0.9%
근린상업지역	3	0.7%
주거지역	1	0.2%
일반공업지역	1	0.2%

undernumlay
Categorical

Distinct	12
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	165
5	59
지하층수	51
2	47
1	35
Other values (7)	91

Length

Max length	4
Median length	1
Mean length	2.4508929
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>	165	36.8%
5	59	13.2%
지하층수	51	11.4%
2	47	10.5%
1	35	7.8%
3	24	5.4%
4	21	4.7%
6	20	4.5%
8	18	4.0%
0	6	1.3%
Other values (2)	2	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	165	36.8%
5	59	13.2%
지하층수	51	11.4%
2	47	10.5%
1	35	7.8%
3	24	5.4%
4	21	4.7%
6	20	4.5%
8	18	4.0%
0	6	1.3%
Other values (2)	2	0.4%

bgroomcnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	373
청소년실수	57
0	18

Length

Max length	5
Median length	4
Mean length	4.0066964
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	373	83.3%
청소년실수	57	12.7%
0	18	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	373	83.3%
청소년실수	57	12.7%
0	18	4.0%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
청	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
청	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
청	63	14.1%

totgasyscnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	373
총게임기수	57
0	18

Length

Max length	5
Median length	4
Mean length	4.0066964
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	373	83.3%
총게임기수	57	12.7%
0	18	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	373	83.3%
총게임기수	57	12.7%
0	18	4.0%

totnumlay
Categorical

Distinct	20
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	244
총층수	52
10	20
9	12
11	12
Other values (15)	108

Length

Max length	4
Median length	4
Mean length	3.1183036
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	244	54.5%
총층수	52	11.6%
10	20	4.5%
9	12	2.7%
11	12	2.7%
6	12	2.7%
18	11	2.5%
19	10	2.2%
54	9	2.0%
15	9	2.0%
Other values (10)	57	12.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	244	54.5%
총층수	52	11.6%
10	20	4.5%
9	12	2.7%
11	12	2.7%
6	12	2.7%
18	11	2.5%
19	10	2.2%
54	9	2.0%
15	9	2.0%
Other values (10)	57	12.7%

frstregts
Real number (ℝ)

Distinct	148
Distinct (%)	33.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20113406

Minimum	19451015
Maximum	20210826
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.1 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20050307
median	20130507
Q3	20190702
95-th percentile	20210518
Maximum	20210826
Range	759811
Interquartile range (IQR)	140395

Descriptive statistics

Standard deviation	89858.646
Coefficient of variation (CV)	0.0044675996
Kurtosis	8.5065134
Mean	20113406
Median Absolute Deviation (MAD)	69596
Skewness	-1.7341521
Sum	9.010806 × 10⁹
Variance	8.0745763 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.7%
20190315	12	2.7%
20010609	11	2.5%
20140822	11	2.5%
20021112	10	2.2%
20090302	10	2.2%
20071204	10	2.2%
20050307	10	2.2%
20210615	10	2.2%
20200103	9	2.0%
Other values (138)	343	76.6%

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 (%)
20210826	1	0.2%
20210806	2	0.4%
20210802	1	0.2%
20210722	1	0.2%
20210709	2	0.4%
20210707	1	0.2%
20210630	1	0.2%
20210615	10	2.2%
20210608	1	0.2%
20210527	1	0.2%

pasgbreth
Categorical

Distinct	19
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	238
1	103
통로너비	51
1.5	12
0	11
Other values (14)	33

Length

Max length	4
Median length	4
Mean length	3.1741071
Min length	1

Unique

Unique	8 ?
Unique (%)	1.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	238	53.1%
1	103	23.0%
통로너비	51	11.4%
1.5	12	2.7%
0	11	2.5%
1.2	7	1.6%
1.45	5	1.1%
1.3	4	0.9%
1.15	4	0.9%
1.7	3	0.7%
Other values (9)	10	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	238	53.1%
1	103	23.0%
통로너비	51	11.4%
1.5	12	2.7%
0	11	2.5%
1.2	7	1.6%
1.45	5	1.1%
1.3	4	0.9%
1.15	4	0.9%
1.7	3	0.7%
Other values (9)	10	2.2%

speclghtyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
특	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
특	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
특	63	14.1%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
편	63

Length

Max length	4
Median length	4
Mean length	3.578125
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
편	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
편	63	14.1%

actlnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	385
품목명	63

Length

Max length	4
Median length	4
Mean length	3.859375
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	385	85.9%
품목명	63	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	385	85.9%
품목명	63	14.1%

last_load_dttm
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

2021-09-01 05:20:03	448

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-09-01 05:20:03
2nd row	2021-09-01 05:20:03
3rd row	2021-09-01 05:20:03
4th row	2021-09-01 05:20:03
5th row	2021-09-01 05:20:03

Common Values

Value	Count	Frequency (%)
2021-09-01 05:20:03	448	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-09-01	448	50.0%
05:20:03	448	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>	2021-09-01 05:20:03
1	2	3250000	CDFF4220002017000003	03_13_02_P	U	2020-01-19 02:40:00.0	영화상영관	롯데시네마 대영 제3관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20200117162055	<NA>	051-123-1234	<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>	2021-09-01 05:20:03
2	3	3250000	CDFF4220002017000006	03_13_02_P	U	2020-01-19 02:40:00.0	영화상영관	롯데시네마 대영 제6관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20200117162131	<NA>	051-123-1234	<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>	2021-09-01 05:20:03
3	4	3250000	CDFF4220002017000005	03_13_02_P	U	2020-01-19 02:40:00.0	영화상영관	롯데시네마 대영 제5관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20200117162119	<NA>	051-123-1234	<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>	2021-09-01 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>	2021-09-01 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>	2021-09-01 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>	2021-09-01 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>	2021-09-01 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>	2021-09-01 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>	2021-09-01 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
438	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	2021-09-01 05:20:03
439	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	2021-09-01 05:20:03
440	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	2021-09-01 05:20:03
441	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	2021-09-01 05:20:03
442	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	2021-09-01 05:20:03
443	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>	2021-09-01 05:20:03
444	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>	2021-09-01 05:20:03
445	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>	2021-09-01 05:20:03
446	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>	2021-09-01 05:20:03
447	3025	3290000	CDFF5211042021000001	03_13_03_P	I	2021-05-23 00:22:56.0	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	20210521093521	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	2021-09-01 05:20:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Close Punctuation

Open Punctuation

Other Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII