gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	410
Missing cells	18
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	182.7 KiB
Average record size in memory	456.3 B

Variable types

Numeric	8
Text	4
Categorical	42
DateTime	2

Dataset

Description	2021-04-01
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 (74.1%)	Imbalance
`dcbymd` is highly imbalanced (65.9%)	Imbalance
`clgstdt` is highly imbalanced (58.8%)	Imbalance
`clgenddt` is highly imbalanced (58.8%)	Imbalance
`ropnymd` is highly imbalanced (58.8%)	Imbalance
`dtlstatenm` is highly imbalanced (66.6%)	Imbalance
`uptaenm` is highly imbalanced (58.8%)	Imbalance
`sitetel` is highly imbalanced (80.7%)	Imbalance
`bfgameocptectcobnm` is highly imbalanced (58.8%)	Imbalance
`noroomcnt` is highly imbalanced (58.8%)	Imbalance
`souarfacilyn` is highly imbalanced (58.8%)	Imbalance
`vdoretornm` is highly imbalanced (58.8%)	Imbalance
`emerstairyn` is highly imbalanced (58.8%)	Imbalance
`emexyn` is highly imbalanced (58.8%)	Imbalance
`firefacilyn` is highly imbalanced (58.8%)	Imbalance
`facilar` is highly imbalanced (76.8%)	Imbalance
`soundfacilyn` is highly imbalanced (58.8%)	Imbalance
`autochaairyn` is highly imbalanced (58.8%)	Imbalance
`prvdgathinnm` is highly imbalanced (58.8%)	Imbalance
`mnfactreartclcn` is highly imbalanced (58.8%)	Imbalance
`lghtfacilyn` is highly imbalanced (58.8%)	Imbalance
`lghtfacilinillu` is highly imbalanced (58.8%)	Imbalance
`nearenvnm` is highly imbalanced (52.3%)	Imbalance
`regnsenm` is highly imbalanced (54.7%)	Imbalance
`bgroomcnt` is highly imbalanced (58.8%)	Imbalance
`bgroomyn` is highly imbalanced (58.8%)	Imbalance
`totgasyscnt` is highly imbalanced (58.8%)	Imbalance
`pasgbreth` is highly imbalanced (52.6%)	Imbalance
`speclghtyn` is highly imbalanced (58.8%)	Imbalance
`cnvefacilyn` is highly imbalanced (58.8%)	Imbalance
`actlnm` is highly imbalanced (58.8%)	Imbalance
`rdnwhladdr` has 6 (1.5%) missing values	Missing
`x` has 6 (1.5%) missing values	Missing
`y` has 6 (1.5%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 11:41:06.959484
Analysis finished	2024-04-16 11:41:08.091991
Duration	1.13 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	410
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	619.51707

Minimum	1
Maximum	3017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	1
5-th percentile	21.45
Q1	103.25
median	205.5
Q3	825
95-th percentile	2468.6
Maximum	3017
Range	3016
Interquartile range (IQR)	721.75

Descriptive statistics

Standard deviation	816.05318
Coefficient of variation (CV)	1.3172408
Kurtosis	1.1206793
Mean	619.51707
Median Absolute Deviation (MAD)	135
Skewness	1.5245234
Sum	254002
Variance	665942.79
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
271	1	0.2%
495	1	0.2%
479	1	0.2%
477	1	0.2%
475	1	0.2%
459	1	0.2%
345	1	0.2%
335	1	0.2%
325	1	0.2%
Other values (400)	400	97.6%

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 (%)
3017	1	0.2%
3016	1	0.2%
3015	1	0.2%
3014	1	0.2%
3013	1	0.2%
3012	1	0.2%
2962	1	0.2%
2958	1	0.2%
2955	1	0.2%
2953	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	14
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3318414.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3250000
Q1	3290000
median	3330000
Q3	3330000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	40000

Descriptive statistics

Standard deviation	40740.983
Coefficient of variation (CV)	0.012277243
Kurtosis	-0.38270657
Mean	3318414.6
Median Absolute Deviation (MAD)	30000
Skewness	0.13005185
Sum	1.36055 × 10⁹
Variance	1.6598277 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3330000	115	28.0%
3290000	73	17.8%
3250000	53	12.9%
3350000	26	6.3%
3300000	25	6.1%
3400000	23	5.6%
3320000	21	5.1%
3310000	19	4.6%
3390000	15	3.7%
3340000	13	3.2%
Other values (4)	27	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	53	12.9%
3260000	1	0.2%
3270000	5	1.2%
3290000	73	17.8%
3300000	25	6.1%
3310000	19	4.6%
3320000	21	5.1%
3330000	115	28.0%
3340000	13	3.2%
3350000	26	6.3%

Value	Count	Frequency (%)
3400000	23	5.6%
3390000	15	3.7%
3380000	12	2.9%
3370000	9	2.2%
3350000	26	6.3%
3340000	13	3.2%
3330000	115	28.0%
3320000	21	5.1%
3310000	19	4.6%
3300000	25	6.1%

mgtno
Text

Distinct	227
Distinct (%)	55.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

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

Characters and Unicode

Total characters	8200
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	138 ?
Unique (%)	33.7%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	4.4%
cdff5211012019000001	12	2.9%
cdff5211012020000002	9	2.2%
cdff5211032020000001	8	2.0%
cdff5211032019000001	8	2.0%
cdff5211042019000001	6	1.5%
cdff5211012021000001	6	1.5%
cdff5211042020000001	4	1.0%
cdff4220002007000002	4	1.0%
cdff5211012020000004	4	1.0%
Other values (217)	331	80.7%

Most occurring characters

Value	Count	Frequency (%)
0	3653	44.5%
2	1235	15.1%
F	820	10.0%
1	714	8.7%
C	410	5.0%
D	410	5.0%
4	362	4.4%
5	189	2.3%
9	132	1.6%
7	82	1.0%
Other values (3)	193	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6560	80.0%
Uppercase Letter	1640	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3653	55.7%
2	1235	18.8%
1	714	10.9%
4	362	5.5%
5	189	2.9%
9	132	2.0%
7	82	1.2%
3	75	1.1%
6	61	0.9%
8	57	0.9%

Uppercase Letter

Value	Count	Frequency (%)
F	820	50.0%
C	410	25.0%
D	410	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6560	80.0%
Latin	1640	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3653	55.7%
2	1235	18.8%
1	714	10.9%
4	362	5.5%
5	189	2.9%
9	132	2.0%
7	82	1.2%
3	75	1.1%
6	61	0.9%
8	57	0.9%

Latin

Value	Count	Frequency (%)
F	820	50.0%
C	410	25.0%
D	410	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3653	44.5%
2	1235	15.1%
F	820	10.0%
1	714	8.7%
C	410	5.0%
D	410	5.0%
4	362	4.4%
5	189	2.3%
9	132	1.6%
7	82	1.0%
Other values (3)	193	2.4%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

03_13_02_P	282
03_13_05_P	84
03_13_01_P	23
03_13_03_P	15
03_13_04_P	6

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	282	68.8%
03_13_05_P	84	20.5%
03_13_01_P	23	5.6%
03_13_03_P	15	3.7%
03_13_04_P	6	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_13_02_p	282	68.8%
03_13_05_p	84	20.5%
03_13_01_p	23	5.6%
03_13_03_p	15	3.7%
03_13_04_p	6	1.5%

updategbn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

I	322
U	88

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	322	78.5%
U	88	21.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	322	78.5%
u	88	21.5%

updatedt
Date

Distinct	87
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-04-01 00:22:58

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	216
영화제작업	84
영화상영관	66
영화배급업	23
영화상영업	15

Length

Max length	5
Median length	4
Mean length	4.4731707
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>	216	52.7%
영화제작업	84	20.5%
영화상영관	66	16.1%
영화배급업	23	5.6%
영화상영업	15	3.7%
영화수입업	6	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	216	52.7%
영화제작업	84	20.5%
영화상영관	66	16.1%
영화배급업	23	5.6%
영화상영업	15	3.7%
영화수입업	6	1.5%

bplcnm
Text

Distinct	350
Distinct (%)	85.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	29
Median length	20
Mean length	10.978049
Min length	2

Characters and Unicode

Total characters	4501
Distinct characters	256
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	325 ?
Unique (%)	79.3%

Sample

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

Value	Count	Frequency (%)
롯데시네마	85	9.3%
메가박스	48	5.3%
cgv	41	4.5%
주식회사	29	3.2%
해운대	26	2.9%
서면	20	2.2%
센텀시티	19	2.1%
정관	15	1.6%
제3관	15	1.6%
6관	14	1.5%
Other values (212)	599	65.8%

Most occurring characters

Value	Count	Frequency (%)
	503	11.2%
관	311	6.9%
시	151	3.4%
제	143	3.2%
네	132	2.9%
마	121	2.7%
스	107	2.4%
롯	100	2.2%
데	100	2.2%
C	93	2.1%
Other values (246)	2740	60.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3127	69.5%
Space Separator	503	11.2%
Uppercase Letter	363	8.1%
Decimal Number	261	5.8%
Close Punctuation	89	2.0%
Open Punctuation	89	2.0%
Lowercase Letter	56	1.2%
Other Punctuation	12	0.3%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	311	9.9%
시	151	4.8%
제	143	4.6%
네	132	4.2%
마	121	3.9%
스	107	3.4%
롯	100	3.2%
데	100	3.2%
대	87	2.8%
주	86	2.8%
Other values (192)	1789	57.2%

Uppercase Letter

Value	Count	Frequency (%)
C	93	25.6%
G	75	20.7%
V	74	20.4%
N	19	5.2%
E	11	3.0%
M	10	2.8%
O	8	2.2%
A	8	2.2%
U	8	2.2%
I	7	1.9%
Other values (11)	50	13.8%

Lowercase Letter

Value	Count	Frequency (%)
v	8	14.3%
g	8	14.3%
c	8	14.3%
o	7	12.5%
d	6	10.7%
t	5	8.9%
l	3	5.4%
m	2	3.6%
i	2	3.6%
e	2	3.6%
Other values (5)	5	8.9%

Decimal Number

Value	Count	Frequency (%)
1	44	16.9%
2	35	13.4%
4	33	12.6%
3	31	11.9%
6	30	11.5%
5	29	11.1%
7	24	9.2%
8	16	6.1%
9	13	5.0%
0	6	2.3%

Close Punctuation

Value	Count	Frequency (%)
)	88	98.9%
]	1	1.1%

Open Punctuation

Value	Count	Frequency (%)
(	88	98.9%
[	1	1.1%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	503	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3127	69.5%
Common	955	21.2%
Latin	419	9.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	311	9.9%
시	151	4.8%
제	143	4.6%
네	132	4.2%
마	121	3.9%
스	107	3.4%
롯	100	3.2%
데	100	3.2%
대	87	2.8%
주	86	2.8%
Other values (192)	1789	57.2%

Latin

Value	Count	Frequency (%)
C	93	22.2%
G	75	17.9%
V	74	17.7%
N	19	4.5%
E	11	2.6%
M	10	2.4%
O	8	1.9%
A	8	1.9%
v	8	1.9%
g	8	1.9%
Other values (26)	105	25.1%

Common

Value	Count	Frequency (%)
	503	52.7%
)	88	9.2%
(	88	9.2%
1	44	4.6%
2	35	3.7%
4	33	3.5%
3	31	3.2%
6	30	3.1%
5	29	3.0%
7	24	2.5%
Other values (8)	50	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3127	69.5%
ASCII	1374	30.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	503	36.6%
C	93	6.8%
)	88	6.4%
(	88	6.4%
G	75	5.5%
V	74	5.4%
1	44	3.2%
2	35	2.5%
4	33	2.4%
3	31	2.3%
Other values (44)	310	22.6%

Hangul

Value	Count	Frequency (%)
관	311	9.9%
시	151	4.8%
제	143	4.6%
네	132	4.2%
마	121	3.9%
스	107	3.4%
롯	100	3.2%
데	100	3.2%
대	87	2.8%
주	86	2.8%
Other values (192)	1789	57.2%

sitepostno
Categorical

IMBALANCE

Distinct	18
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	344
지번우편번호	34
607787	7
614845	4
601060	3
Other values (13)	18

Length

Max length	6
Median length	4
Mean length	4.3219512
Min length	4

Unique

Unique	10 ?
Unique (%)	2.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	344	83.9%
지번우편번호	34	8.3%
607787	7	1.7%
614845	4	1.0%
601060	3	0.7%
608805	3	0.7%
600805	3	0.7%
600046	2	0.5%
612824	1	0.2%
613827	1	0.2%
Other values (8)	8	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	344	83.9%
지번우편번호	34	8.3%
607787	7	1.7%
614845	4	1.0%
601060	3	0.7%
608805	3	0.7%
600805	3	0.7%
600046	2	0.5%
600807	1	0.2%
600045	1	0.2%
Other values (8)	8	2.0%

sitewhladdr
Text

Distinct	135
Distinct (%)	32.9%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Length

Max length	44
Median length	37
Mean length	27.285366
Min length	18

Characters and Unicode

Total characters	11187
Distinct characters	225
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	69 ?
Unique (%)	16.8%

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	410	20.2%
해운대구	115	5.7%
우동	87	4.3%
부산진구	73	3.6%
중구	53	2.6%
부전동	45	2.2%
전포동	27	1.3%
금정구	26	1.3%
동래구	25	1.2%
기장군	23	1.1%
Other values (298)	1142	56.4%

Most occurring characters

Value	Count	Frequency (%)
	1984	17.7%
부	567	5.1%
산	524	4.7%
1	463	4.1%
시	446	4.0%
동	441	3.9%
광	414	3.7%
역	410	3.7%
구	388	3.5%
지	362	3.2%
Other values (215)	5188	46.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6636	59.3%
Decimal Number	2081	18.6%
Space Separator	1984	17.7%
Dash Punctuation	342	3.1%
Uppercase Letter	86	0.8%
Other Punctuation	27	0.2%
Close Punctuation	10	0.1%
Open Punctuation	10	0.1%
Math Symbol	6	0.1%
Lowercase Letter	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	567	8.5%
산	524	7.9%
시	446	6.7%
동	441	6.6%
광	414	6.2%
역	410	6.2%
구	388	5.8%
지	362	5.5%
번	348	5.2%
대	153	2.3%
Other values (182)	2583	38.9%

Uppercase Letter

Value	Count	Frequency (%)
K	22	25.6%
T	13	15.1%
S	12	14.0%
G	10	11.6%
C	8	9.3%
N	8	9.3%
B	4	4.7%
U	3	3.5%
H	3	3.5%
Y	2	2.3%

Decimal Number

Value	Count	Frequency (%)
1	463	22.2%
2	293	14.1%
5	220	10.6%
6	205	9.9%
4	181	8.7%
0	180	8.6%
7	160	7.7%
8	152	7.3%
3	117	5.6%
9	110	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	1	20.0%
v	1	20.0%
l	1	20.0%
i	1	20.0%
o	1	20.0%

Other Punctuation

Value	Count	Frequency (%)
,	18	66.7%
&	9	33.3%

Space Separator

Value	Count	Frequency (%)
	1984	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	342	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6636	59.3%
Common	4460	39.9%
Latin	91	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	567	8.5%
산	524	7.9%
시	446	6.7%
동	441	6.6%
광	414	6.2%
역	410	6.2%
구	388	5.8%
지	362	5.5%
번	348	5.2%
대	153	2.3%
Other values (182)	2583	38.9%

Common

Value	Count	Frequency (%)
	1984	44.5%
1	463	10.4%
-	342	7.7%
2	293	6.6%
5	220	4.9%
6	205	4.6%
4	181	4.1%
0	180	4.0%
7	160	3.6%
8	152	3.4%
Other values (7)	280	6.3%

Latin

Value	Count	Frequency (%)
K	22	24.2%
T	13	14.3%
S	12	13.2%
G	10	11.0%
C	8	8.8%
N	8	8.8%
B	4	4.4%
U	3	3.3%
H	3	3.3%
Y	2	2.2%
Other values (6)	6	6.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6636	59.3%
ASCII	4551	40.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1984	43.6%
1	463	10.2%
-	342	7.5%
2	293	6.4%
5	220	4.8%
6	205	4.5%
4	181	4.0%
0	180	4.0%
7	160	3.5%
8	152	3.3%
Other values (23)	371	8.2%

Hangul

Value	Count	Frequency (%)
부	567	8.5%
산	524	7.9%
시	446	6.7%
동	441	6.6%
광	414	6.2%
역	410	6.2%
구	388	5.8%
지	362	5.5%
번	348	5.2%
대	153	2.3%
Other values (182)	2583	38.9%

rdnpostno
Real number (ℝ)

Distinct	75
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47972.029

Minimum	46015
Maximum	49431
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	46015
5-th percentile	46083
Q1	47293.75
median	48059
Q3	48947
95-th percentile	48953
Maximum	49431
Range	3416
Interquartile range (IQR)	1653.25

Descriptive statistics

Standard deviation	910.63611
Coefficient of variation (CV)	0.018982647
Kurtosis	-0.64143318
Mean	47972.029
Median Absolute Deviation (MAD)	774
Skewness	-0.53065701
Sum	19668532
Variance	829258.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48947	70	17.1%
48058	43	10.5%
48953	20	4.9%
48059	17	4.1%
47296	14	3.4%
47299	12	2.9%
48944	11	2.7%
47285	11	2.7%
46015	10	2.4%
47710	10	2.4%
Other values (65)	192	46.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
46015	10	2.4%
46024	6	1.5%
46067	1	0.2%
46083	6	1.5%
46251	1	0.2%
46259	1	0.2%
46291	6	1.5%
46321	1	0.2%
46527	9	2.2%
46548	9	2.2%

Value	Count	Frequency (%)
49431	1	0.2%
49418	1	0.2%
49315	3	0.7%
49311	7	1.7%
49223	1	0.2%
48981	2	0.5%
48968	3	0.7%
48953	20	4.9%
48948	7	1.7%
48947	70	17.1%

rdnwhladdr
Text

MISSING

Distinct	132
Distinct (%)	32.7%
Missing	6
Missing (%)	1.5%
Memory size	3.3 KiB

Length

Max length	53
Median length	47
Mean length	32.091584
Min length	22

Characters and Unicode

Total characters	12965
Distinct characters	253
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	68 ?
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	404	16.0%
해운대구	115	4.6%
우동	83	3.3%
부산진구	73	2.9%
중구	50	2.0%
중앙대로	48	1.9%
부전동	45	1.8%
해운대로	44	1.7%
6층	32	1.3%
39	31	1.2%
Other values (359)	1599	63.4%

Most occurring characters

Value	Count	Frequency (%)
	2145	16.5%
부	577	4.5%
산	530	4.1%
동	502	3.9%
광	448	3.5%
시	444	3.4%
로	404	3.1%
역	404	3.1%
)	395	3.0%
(	395	3.0%
Other values (243)	6721	51.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7751	59.8%
Space Separator	2145	16.5%
Decimal Number	1804	13.9%
Close Punctuation	395	3.0%
Open Punctuation	395	3.0%
Other Punctuation	355	2.7%
Uppercase Letter	89	0.7%
Dash Punctuation	19	0.1%
Math Symbol	6	< 0.1%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	577	7.4%
산	530	6.8%
동	502	6.5%
광	448	5.8%
시	444	5.7%
로	404	5.2%
역	404	5.2%
구	389	5.0%
대	334	4.3%
운	187	2.4%
Other values (207)	3532	45.6%

Uppercase Letter

Value	Count	Frequency (%)
K	22	24.7%
T	13	14.6%
S	12	13.5%
G	9	10.1%
C	8	9.0%
N	7	7.9%
B	4	4.5%
H	3	3.4%
U	3	3.4%
E	2	2.2%
Other values (3)	6	6.7%

Decimal Number

Value	Count	Frequency (%)
1	351	19.5%
2	242	13.4%
0	205	11.4%
3	187	10.4%
6	161	8.9%
5	153	8.5%
7	152	8.4%
4	151	8.4%
9	113	6.3%
8	89	4.9%

Lowercase Letter

Value	Count	Frequency (%)
e	1	16.7%
o	1	16.7%
l	1	16.7%
i	1	16.7%
v	1	16.7%
p	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	346	97.5%
&	9	2.5%

Space Separator

Value	Count	Frequency (%)
	2145	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	395	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	395	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	7751	59.8%
Common	5119	39.5%
Latin	95	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	577	7.4%
산	530	6.8%
동	502	6.5%
광	448	5.8%
시	444	5.7%
로	404	5.2%
역	404	5.2%
구	389	5.0%
대	334	4.3%
운	187	2.4%
Other values (207)	3532	45.6%

Latin

Value	Count	Frequency (%)
K	22	23.2%
T	13	13.7%
S	12	12.6%
G	9	9.5%
C	8	8.4%
N	7	7.4%
B	4	4.2%
H	3	3.2%
U	3	3.2%
E	2	2.1%
Other values (9)	12	12.6%

Common

Value	Count	Frequency (%)
	2145	41.9%
)	395	7.7%
(	395	7.7%
1	351	6.9%
,	346	6.8%
2	242	4.7%
0	205	4.0%
3	187	3.7%
6	161	3.1%
5	153	3.0%
Other values (7)	539	10.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7751	59.8%
ASCII	5214	40.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2145	41.1%
)	395	7.6%
(	395	7.6%
1	351	6.7%
,	346	6.6%
2	242	4.6%
0	205	3.9%
3	187	3.6%
6	161	3.1%
5	153	2.9%
Other values (26)	634	12.2%

Hangul

Value	Count	Frequency (%)
부	577	7.4%
산	530	6.8%
동	502	6.5%
광	448	5.8%
시	444	5.7%
로	404	5.2%
역	404	5.2%
구	389	5.0%
대	334	4.3%
운	187	2.4%
Other values (207)	3532	45.6%

apvpermymd
Real number (ℝ)

Distinct	131
Distinct (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20104978

Minimum	19451015
Maximum	20210330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000516
Q1	20050111
median	20090302
Q3	20190315
95-th percentile	20200874
Maximum	20210330
Range	759315
Interquartile range (IQR)	140204

Descriptive statistics

Standard deviation	89464.971
Coefficient of variation (CV)	0.0044498915
Kurtosis	8.9917099
Mean	20104978
Median Absolute Deviation (MAD)	79693
Skewness	-1.736836
Sum	8.243041 × 10⁹
Variance	8.0039811 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.9%
20190315	12	2.9%
20140822	11	2.7%
20010609	11	2.7%
20050307	10	2.4%
20021112	10	2.4%
20090302	10	2.4%
20071204	10	2.4%
20080527	9	2.2%
20200103	9	2.2%
Other values (121)	306	74.6%

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	0.5%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20210330	1	0.2%
20210329	1	0.2%
20210318	1	0.2%
20210317	1	0.2%
20210315	1	0.2%
20210304	1	0.2%
20210203	1	0.2%
20210202	4	1.0%
20210121	1	0.2%
20210120	1	0.2%

dcbymd
Categorical

IMBALANCE

Distinct	29
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	312
폐업일자	34
20170315	10
20160617	8
20110616	8
Other values (24)	38

Length

Max length	8
Median length	4
Mean length	4.6243902
Min length	4

Unique

Unique	19 ?
Unique (%)	4.6%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	312	76.1%
폐업일자	34	8.3%
20170315	10	2.4%
20160617	8	2.0%
20110616	8	2.0%
20100806	7	1.7%
20001201	4	1.0%
20070725	3	0.7%
20200921	3	0.7%
20160913	2	0.5%
Other values (19)	19	4.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	312	76.1%
폐업일자	34	8.3%
20170315	10	2.4%
20160617	8	2.0%
20110616	8	2.0%
20100806	7	1.7%
20001201	4	1.0%
20070725	3	0.7%
20200921	3	0.7%
20160913	2	0.5%
Other values (19)	19	4.6%

clgstdt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
휴업시작일자	34

Length

Max length	6
Median length	4
Mean length	4.1658537
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>	376	91.7%
휴업시작일자	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
휴업시작일자	34	8.3%

clgenddt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
휴업종료일자	34

Length

Max length	6
Median length	4
Mean length	4.1658537
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>	376	91.7%
휴업종료일자	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
휴업종료일자	34	8.3%

ropnymd
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
재개업일자	34

Length

Max length	5
Median length	4
Mean length	4.0829268
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>	376	91.7%
재개업일자	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
재개업일자	34	8.3%

trdstatenm
Categorical

Distinct	7
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

영업/정상	184
13	159
03	56
폐업	7
<NA>	2
Other values (2)	2

Length

Max length	8
Median length	2
Mean length	3.3707317
Min length	2

Unique

Unique	2 ?
Unique (%)	0.5%

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	184	44.9%
13	159	38.8%
03	56	13.7%
폐업	7	1.7%
<NA>	2	0.5%
35	1	0.2%
제외/삭제/전출	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	184	44.9%
13	159	38.8%
03	56	13.7%
폐업	7	1.7%
na	2	0.5%
35	1	0.2%
제외/삭제/전출	1	0.2%

dtlstatenm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

영업중	345
폐업	63
직권말소	1
전출	1

Length

Max length	4
Median length	3
Mean length	2.8463415
Min length	2

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
영업중	345	84.1%
폐업	63	15.4%
직권말소	1	0.2%
전출	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	345	84.1%
폐업	63	15.4%
직권말소	1	0.2%
전출	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	112
Distinct (%)	27.7%
Missing	6
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	389989.9

Minimum	377558
Maximum	401504.79
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	377558
5-th percentile	380780.61
Q1	386497.95
median	389751.94
Q3	393952.26
95-th percentile	398310.24
Maximum	401504.79
Range	23946.794
Interquartile range (IQR)	7454.3149

Descriptive statistics

Standard deviation	5285.7377
Coefficient of variation (CV)	0.013553525
Kurtosis	-0.62086641
Mean	389989.9
Median Absolute Deviation (MAD)	4102.7861
Skewness	0.019530282
Sum	1.5755592 × 10⁸
Variance	27939023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	17	4.1%
387982.190387	14	3.4%
387443.214568	11	2.7%
385622.780457355	11	2.7%
388087.223988	11	2.7%
398310.243451	10	2.4%
396915.143441	10	2.4%
394153.800755	10	2.4%
387280.619672939	9	2.2%
387608.014165034	9	2.2%
Other values (102)	292	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
377557.995908	1	0.2%
378656.720935232	1	0.2%
379212.079721725	5	1.2%
379240.573215267	3	0.7%
379280.632039	2	0.5%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380625.391364589	6	1.5%
380780.612775	7	1.7%
382731.210151804	4	1.0%

Value	Count	Frequency (%)
401504.790177	6	1.5%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398628.503470003	2	0.5%
398341.802637	7	1.7%
398310.243451	10	2.4%
398275.475596001	1	0.2%
398242.150343638	2	0.5%
398035.0	5	1.2%
398025.711375	6	1.5%

y
Real number (ℝ)

MISSING

Distinct	112
Distinct (%)	27.7%
Missing	6
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	187859.27

Minimum	178872.46
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	178872.46
5-th percentile	179885.81
Q1	185679.05
median	187480.44
Q3	190048.6
95-th percentile	195491.52
Maximum	204621.66
Range	25749.194
Interquartile range (IQR)	4369.5539

Descriptive statistics

Standard deviation	5445.462
Coefficient of variation (CV)	0.028986922
Kurtosis	1.5928012
Mean	187859.27
Median Absolute Deviation (MAD)	1855.9627
Skewness	0.89523939
Sum	75895146
Variance	29653056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	17	4.1%
186465.864259	14	3.4%
186484.775084	11	2.7%
179452.224754792	11	2.7%
185624.481146	11	2.7%
188031.67198	10	2.4%
187480.443811	10	2.4%
188019.100861	10	2.4%
185679.050795793	9	2.2%
185703.079007724	9	2.2%
Other values (102)	292	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178872.461747926	1	0.2%
179411.189506548	1	0.2%
179452.224754792	11	2.7%
179597.592953541	6	1.5%
179823.23303496	1	0.2%
179885.813689	2	0.5%
179911.285409	5	1.2%
179919.437009	4	1.0%
179919.488084	8	2.0%
179957.089237	3	0.7%

Value	Count	Frequency (%)
204621.655738547	5	1.2%
204597.0	5	1.2%
204401.691446	6	1.5%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	2.0%
194992.355262	9	2.2%
194622.201131	7	1.7%
194428.696617	7	1.7%
193896.1715796	1	0.2%

lastmodts
Real number (ℝ)

Distinct	358
Distinct (%)	87.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0177264 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.021033 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0170714 × 10¹³
median	2.0180619 × 10¹³
Q3	2.0200103 × 10¹³
95-th percentile	2.0210203 × 10¹³
Maximum	2.021033 × 10¹³
Range	1.8020294 × 10¹¹
Interquartile range (IQR)	2.9389071 × 10¹⁰

Descriptive statistics

Standard deviation	3.1429397 × 10¹⁰
Coefficient of variation (CV)	0.001557664
Kurtosis	6.6232606
Mean	2.0177264 × 10¹³
Median Absolute Deviation (MAD)	1.0300989 × 10¹⁰
Skewness	-2.3826093
Sum	8.2726782 × 10¹⁵
Variance	9.8780701 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20190920121341	5	1.2%
20191017170859	4	1.0%
20030127161348	4	1.0%
20190927173659	3	0.7%
20210312113428	3	0.7%
20200921144254	3	0.7%
20200320175117	3	0.7%
20200320103703	3	0.7%
20200331183509	3	0.7%
20200103163053	3	0.7%
Other values (348)	376	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030127161348	4	1.0%
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 (%)
20210330103227	1	0.2%
20210329113916	1	0.2%
20210324114447	1	0.2%
20210324114430	1	0.2%
20210324114416	1	0.2%
20210324114359	1	0.2%
20210318095008	1	0.2%
20210317095127	1	0.2%
20210315152340	1	0.2%
20210312113428	3	0.7%

uptaenm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
업태구분명	34

Length

Max length	5
Median length	4
Mean length	4.0829268
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>	376	91.7%
업태구분명	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
업태구분명	34	8.3%

sitetel
Categorical

IMBALANCE

Distinct	8
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

051-123-1234	376
<NA>	13
전화번호	13
051-366-2200	4
070-7728-6334	1
Other values (3)	3

Length

Max length	13
Median length	12
Mean length	11.497561
Min length	4

Unique

Unique	4 ?
Unique (%)	1.0%

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	376	91.7%
<NA>	13	3.2%
전화번호	13	3.2%
051-366-2200	4	1.0%
070-7728-6334	1	0.2%
070-8899-7402	1	0.2%
051-704-7125	1	0.2%
02-3446-7823	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
051-123-1234	376	91.7%
na	13	3.2%
전화번호	13	3.2%
051-366-2200	4	1.0%
070-7728-6334	1	0.2%
070-8899-7402	1	0.2%
051-704-7125	1	0.2%
02-3446-7823	1	0.2%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	272
문화시설	82
건물용도명	33
유통시설	9
근린생활시설	7
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.0829268
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>	272	66.3%
문화시설	82	20.0%
건물용도명	33	8.0%
유통시설	9	2.2%
근린생활시설	7	1.7%
호텔	6	1.5%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	272	66.3%
문화시설	82	20.0%
건물용도명	33	8.0%
유통시설	9	2.2%
근린생활시설	7	1.7%
호텔	6	1.5%
사무실	1	0.2%

perplaformsenm
Categorical

Distinct	4
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

영화관	275
<NA>	100
공연장형태구분명	32
자동차극장	3

Length

Max length	8
Median length	3
Mean length	3.6487805
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	275	67.1%
<NA>	100	24.4%
공연장형태구분명	32	7.8%
자동차극장	3	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	275	67.1%
na	100	24.4%
공연장형태구분명	32	7.8%
자동차극장	3	0.7%

bfgameocptectcobnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
기존게임업외업종명	34

Length

Max length	9
Median length	4
Mean length	4.4146341
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>	376	91.7%
기존게임업외업종명	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
기존게임업외업종명	34	8.3%

noroomcnt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
노래방실수	34

Length

Max length	5
Median length	4
Mean length	4.0829268
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>	376	91.7%
노래방실수	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
노래방실수	34	8.3%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

영화상영관	196
<NA>	181
문화사업자구분명	33

Length

Max length	8
Median length	5
Mean length	4.8
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	47.8%
<NA>	181	44.1%
문화사업자구분명	33	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	196	47.8%
na	181	44.1%
문화사업자구분명	33	8.0%

culphyedcobnm
Categorical

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

영화상영관	282
영화제작업	84
영화배급업	23
영화상영업	15
영화수입업	6

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	282	68.8%
영화제작업	84	20.5%
영화배급업	23	5.6%
영화상영업	15	3.7%
영화수입업	6	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	282	68.8%
영화제작업	84	20.5%
영화배급업	23	5.6%
영화상영업	15	3.7%
영화수입업	6	1.5%

souarfacilyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
방	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
방	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
방	34	8.3%

vdoretornm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
비디오재생기명	34

Length

Max length	7
Median length	4
Mean length	4.2487805
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>	376	91.7%
비디오재생기명	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
비디오재생기명	34	8.3%

emerstairyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
비	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
비	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
비	34	8.3%

emexyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
비	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
비	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
비	34	8.3%

firefacilyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
소	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
소	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
소	34	8.3%

facilar
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	370
시설면적	34
1578.8	4
147.46	1
181.3	1

Length

Max length	6
Median length	4
Mean length	4.0268293
Min length	4

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	90.2%
시설면적	34	8.3%
1578.8	4	1.0%
147.46	1	0.2%
181.3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	90.2%
시설면적	34	8.3%
1578.8	4	1.0%
147.46	1	0.2%
181.3	1	0.2%

soundfacilyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
음	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
음	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
음	34	8.3%

autochaairyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
자	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
자	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
자	34	8.3%

prvdgathinnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
제공게임물명	34

Length

Max length	6
Median length	4
Mean length	4.1658537
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>	376	91.7%
제공게임물명	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
제공게임물명	34	8.3%

mnfactreartclcn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
제작취급품목내용	34

Length

Max length	8
Median length	4
Mean length	4.3317073
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>	376	91.7%
제작취급품목내용	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
제작취급품목내용	34	8.3%

lghtfacilyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
조	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
조	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
조	34	8.3%

lghtfacilinillu
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
조명시설조도	34

Length

Max length	6
Median length	4
Mean length	4.1658537
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>	376	91.7%
조명시설조도	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
조명시설조도	34	8.3%

nearenvnm
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	315
주변환경명	34
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.1439024
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>	315	76.8%
주변환경명	34	8.3%
기타	32	7.8%
유흥업소밀집지역	18	4.4%
아파트지역	9	2.2%
학교정화(상대)	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	315	76.8%
주변환경명	34	8.3%
기타	32	7.8%
유흥업소밀집지역	18	4.4%
아파트지역	9	2.2%
학교정화(상대	2	0.5%

jisgnumlay
Categorical

Distinct	21
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	151
10	37
지상층수	32
7	28
9	25
Other values (16)	137

Length

Max length	4
Median length	2
Mean length	2.6121951
Min length	1

Unique

Unique	4 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	151	36.8%
10	37	9.0%
지상층수	32	7.8%
7	28	6.8%
9	25	6.1%
5	20	4.9%
8	19	4.6%
42	17	4.1%
12	15	3.7%
6	12	2.9%
Other values (11)	54	13.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	151	36.8%
10	37	9.0%
지상층수	32	7.8%
7	28	6.8%
9	25	6.1%
5	20	4.9%
8	19	4.6%
42	17	4.1%
12	15	3.7%
6	12	2.9%
Other values (11)	54	13.2%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	301
지역구분명	34
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3268293
Min length	4

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	301	73.4%
지역구분명	34	8.3%
일반상업지역	30	7.3%
상업지역	16	3.9%
중심상업지역	12	2.9%
녹지지역	8	2.0%
일반주거지역	4	1.0%
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	301	73.4%
지역구분명	34	8.3%
일반상업지역	30	7.3%
상업지역	16	3.9%
중심상업지역	12	2.9%
녹지지역	8	2.0%
일반주거지역	4	1.0%
근린상업지역	3	0.7%
주거지역	1	0.2%
일반공업지역	1	0.2%

undernumlay
Categorical

Distinct	11
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	159
5	51
2	47
1	35
지하층수	33
Other values (6)	85

Length

Max length	4
Median length	1
Mean length	2.4097561
Min length	1

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	159	38.8%
5	51	12.4%
2	47	11.5%
1	35	8.5%
지하층수	33	8.0%
3	24	5.9%
4	21	5.1%
6	20	4.9%
8	18	4.4%
58	1	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	159	38.8%
5	51	12.4%
2	47	11.5%
1	35	8.5%
지하층수	33	8.0%
3	24	5.9%
4	21	5.1%
6	20	4.9%
8	18	4.4%
58	1	0.2%

bgroomcnt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
청소년실수	34

Length

Max length	5
Median length	4
Mean length	4.0829268
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>	376	91.7%
청소년실수	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
청소년실수	34	8.3%

bgroomyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
청	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
청	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
청	34	8.3%

totgasyscnt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
총게임기수	34

Length

Max length	5
Median length	4
Mean length	4.0829268
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>	376	91.7%
총게임기수	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
총게임기수	34	8.3%

totnumlay
Categorical

Distinct	18
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	237
총층수	33
10	20
9	12
6	12
Other values (13)	96

Length

Max length	4
Median length	4
Mean length	3.1560976
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>	237	57.8%
총층수	33	8.0%
10	20	4.9%
9	12	2.9%
6	12	2.9%
11	12	2.9%
18	11	2.7%
19	10	2.4%
15	9	2.2%
54	9	2.2%
Other values (8)	45	11.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	237	57.8%
총층수	33	8.0%
10	20	4.9%
9	12	2.9%
6	12	2.9%
11	12	2.9%
18	11	2.7%
19	10	2.4%
54	9	2.2%
15	9	2.2%
Other values (8)	45	11.0%

frstregts
Real number (ℝ)

Distinct	131
Distinct (%)	32.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20104978

Minimum	19451015
Maximum	20210330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000516
Q1	20050111
median	20090302
Q3	20190315
95-th percentile	20200874
Maximum	20210330
Range	759315
Interquartile range (IQR)	140204

Descriptive statistics

Standard deviation	89464.971
Coefficient of variation (CV)	0.0044498915
Kurtosis	8.9917099
Mean	20104978
Median Absolute Deviation (MAD)	79693
Skewness	-1.736836
Sum	8.243041 × 10⁹
Variance	8.0039811 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.9%
20190315	12	2.9%
20140822	11	2.7%
20010609	11	2.7%
20050307	10	2.4%
20021112	10	2.4%
20090302	10	2.4%
20071204	10	2.4%
20080527	9	2.2%
20200103	9	2.2%
Other values (121)	306	74.6%

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	0.5%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20210330	1	0.2%
20210329	1	0.2%
20210318	1	0.2%
20210317	1	0.2%
20210315	1	0.2%
20210304	1	0.2%
20210203	1	0.2%
20210202	4	1.0%
20210121	1	0.2%
20210120	1	0.2%

pasgbreth
Categorical

IMBALANCE

Distinct	18
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	230
1	102
통로너비	33
1.5	12
1.2	7
Other values (13)	26

Length

Max length	4
Median length	4
Mean length	3.1853659
Min length	1

Unique

Unique	8 ?
Unique (%)	2.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	230	56.1%
1	102	24.9%
통로너비	33	8.0%
1.5	12	2.9%
1.2	7	1.7%
1.45	5	1.2%
1.15	4	1.0%
1.3	4	1.0%
1.7	3	0.7%
1.55	2	0.5%
Other values (8)	8	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	230	56.1%
1	102	24.9%
통로너비	33	8.0%
1.5	12	2.9%
1.2	7	1.7%
1.45	5	1.2%
1.15	4	1.0%
1.3	4	1.0%
1.7	3	0.7%
1.55	2	0.5%
Other values (8)	8	2.0%

speclghtyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
특	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
특	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
특	34	8.3%

cnvefacilyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
편	34

Length

Max length	4
Median length	4
Mean length	3.7512195
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>	376	91.7%
편	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
편	34	8.3%

actlnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

<NA>	376
품목명	34

Length

Max length	4
Median length	4
Mean length	3.9170732
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>	376	91.7%
품목명	34	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	91.7%
품목명	34	8.3%

last_load_dttm
Date

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.3 KiB

Minimum	2021-04-01 05:20:03
Maximum	2021-04-01 05:20:03

Histogram

Histogram with fixed size bins (bins=1)

First rows
Last rows

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngsrvnm	perplaformsenm	bfgameocptectcobnm	noroomcnt	culwrkrsenm	culphyedcobnm	souarfacilyn	vdoretornm	emerstairyn	emexyn	firefacilyn	facilar	soundfacilyn	autochaairyn	prvdgathinnm	mnfactreartclcn	lghtfacilyn	lghtfacilinillu	nearenvnm	jisgnumlay	regnsenm	undernumlay	bgroomcnt	bgroomyn	totgasyscnt	totnumlay	frstregts	pasgbreth	speclghtyn	cnvefacilyn	actlnm	last_load_dttm
0	1	3250000	CDFF4220002005000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	국도극장 예술관	600805	부산광역시 중구 부평동1가 45-9번지	48947	부산광역시 중구 중구로 13 (부평동1가)	20050415	20080501	<NA>	<NA>	<NA>	03	폐업	384872.100538	179957.089237	20080506140353	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20050415	<NA>	<NA>	<NA>	<NA>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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>	2021-04-01 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
400	2953	3330000	CDFF5211012021000001	03_13_05_P	I	2021-02-04 00:23:03.0	영화제작업	주식회사 퍼니콘(FUNNYCON Co., Ltd.)	<NA>	부산광역시 해운대구 우동 1466-2 영상산업센터 1008호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 1008호 (우동)	20210202	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393674.032956	187973.297243	20210202122737	<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>	20210202	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:20:03
401	2955	3330000	CDFF5211022021000001	03_13_04_P	I	2021-02-04 00:23:03.0	영화수입업	주식회사 퍼니콘(FUNNYCON Co., Ltd.)	<NA>	부산광역시 해운대구 우동 1466-2 영상산업센터 1008호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 1008호 (우동)	20210202	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393674.032956	187973.297243	20210202122805	<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>	20210202	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:20:03
402	2958	3330000	CDFF5211042021000001	03_13_03_P	I	2021-02-04 00:23:03.0	영화상영업	주식회사 퍼니콘(FUNNYCON Co., Ltd.)	<NA>	부산광역시 해운대구 우동 1466-2 영상산업센터 1008호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 1008호 (우동)	20210202	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393674.032956	187973.297243	20210202122837	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화상영업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210202	<NA>	<NA>	<NA>	<NA>	2021-04-01 05:20:03
403	2962	3270000	CDFF5211042021000001	03_13_03_P	I	2021-02-05 00:23:13.0	영화상영업	부산일보(주)	지번우편번호	부산광역시 동구 수정동 1-10	48789	부산광역시 동구 중앙대로 365 (수정동)	20210203	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	386604.613131	182960.145367	20210203130757	업태구분명	전화번호	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	20210203	통로너비	특	편	품목명	2021-04-01 05:20:03
404	3012	3310000	CDFF5211012021000001	03_13_05_P	I	2021-03-06 00:23:00.0	영화제작업	방과후 필름	지번우편번호	부산광역시 남구 대연동 1730-7 목화베스트빌라	48504	부산광역시 남구 유엔평화로9번길 25, 2동 501호 (대연동, 목화베스트빌라)	20210304	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	390736.864795	183695.960401	20210304173110	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	20210304	통로너비	특	편	품목명	2021-04-01 05:20:03
405	3013	3330000	CDFF5211012021000002	03_13_05_P	I	2021-03-17 00:22:59.0	영화제작업	디테일스튜디오	지번우편번호	부산광역시 해운대구 우동 1462 센텀그린타워 605호	48059	부산광역시 해운대구 센텀중앙로 78, 센텀그린타워 605호 (우동)	20210315	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393696.083566	188229.689547	20210315152340	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	20210315	통로너비	특	편	품목명	2021-04-01 05:20:03
406	3014	3380000	CDFF5211012021000001	03_13_05_P	I	2021-03-19 00:22:59.0	영화제작업	더블에이 필름	지번우편번호	부산광역시 수영구 남천동 28-28 금양시티	48314	부산광역시 수영구 수영로 452-13 (남천동, 금양시티)	20210317	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	392289.032724	185044.481041	20210317095127	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	20210317	통로너비	특	편	품목명	2021-04-01 05:20:03
407	3015	3330000	CDFF5211012021000003	03_13_05_P	I	2021-03-20 00:22:59.0	영화제작업	세발자전거 아트센터	지번우편번호	부산광역시 해운대구 우동 1466-2 영상산업센터 1002호, 1014호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 1002호, 1014호 (우동)	20210318	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393674.032956	187973.297243	20210318095008	업태구분명	02-3446-7823	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	20210318	통로너비	특	편	품목명	2021-04-01 05:20:03
408	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	2021-04-01 05:20:03
409	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	2021-04-01 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

Lowercase Letter

Decimal Number

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

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation