gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	442
Missing cells	33
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	196.5 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2021-08-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052001145000

Alerts

`last_load_dttm` has constant value ""	Constant
`sitepostno` is highly imbalanced (74.7%)	Imbalance
`dcbymd` is highly imbalanced (64.5%)	Imbalance
`dtlstatenm` is highly imbalanced (67.0%)	Imbalance
`sitetel` is highly imbalanced (56.1%)	Imbalance
`noroomcnt` is highly imbalanced (60.8%)	Imbalance
`facilar` is highly imbalanced (71.4%)	Imbalance
`lghtfacilinillu` is highly imbalanced (60.8%)	Imbalance
`regnsenm` is highly imbalanced (53.0%)	Imbalance
`bgroomcnt` is highly imbalanced (60.8%)	Imbalance
`totgasyscnt` is highly imbalanced (60.8%)	Imbalance
`pasgbreth` is highly imbalanced (51.5%)	Imbalance
`rdnpostno` has 15 (3.4%) missing values	Missing
`rdnwhladdr` has 6 (1.4%) missing values	Missing
`x` has 6 (1.4%) missing values	Missing
`y` has 6 (1.4%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 11:40:03.957323
Analysis finished	2024-04-16 11:40:04.713741
Duration	0.76 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	442
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	794.28507

Minimum	1
Maximum	3049
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	23.05
Q1	111.25
median	221.5
Q3	1419.5
95-th percentile	3026.95
Maximum	3049
Range	3048
Interquartile range (IQR)	1308.25

Descriptive statistics

Standard deviation	1004.9165
Coefficient of variation (CV)	1.2651836
Kurtosis	0.044128463
Mean	794.28507
Median Absolute Deviation (MAD)	166
Skewness	1.2379243
Sum	351074
Variance	1009857.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
771	1	0.2%
804	1	0.2%
801	1	0.2%
799	1	0.2%
796	1	0.2%
794	1	0.2%
791	1	0.2%
789	1	0.2%
786	1	0.2%
Other values (432)	432	97.7%

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 (%)
3049	1	0.2%
3048	1	0.2%
3047	1	0.2%
3046	1	0.2%
3045	1	0.2%
3044	1	0.2%
3043	1	0.2%
3042	1	0.2%
3041	1	0.2%
3040	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3319819

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 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	41282.872
Coefficient of variation (CV)	0.012435278
Kurtosis	-0.47658971
Mean	3319819
Median Absolute Deviation (MAD)	30000
Skewness	0.093569575
Sum	1.46736 × 10⁹
Variance	1.7042756 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	121	27.4%
3290000	77	17.4%
3250000	56	12.7%
3300000	27	6.1%
3350000	26	5.9%
3400000	26	5.9%
3320000	22	5.0%
3310000	19	4.3%
3380000	18	4.1%
3390000	15	3.4%
Other values (5)	35	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	12.7%
3260000	1	0.2%
3270000	5	1.1%
3290000	77	17.4%
3300000	27	6.1%
3310000	19	4.3%
3320000	22	5.0%
3330000	121	27.4%
3340000	13	2.9%
3350000	26	5.9%

Value	Count	Frequency (%)
3400000	26	5.9%
3390000	15	3.4%
3380000	18	4.1%
3370000	9	2.0%
3360000	7	1.6%
3350000	26	5.9%
3340000	13	2.9%
3330000	121	27.4%
3320000	22	5.0%
3310000	19	4.3%

mgtno
Text

Distinct	240
Distinct (%)	54.3%
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	8840
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	145 ?
Unique (%)	32.8%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	4.1%
cdff5211012019000001	12	2.7%
cdff5211012020000002	9	2.0%
cdff5211042021000001	8	1.8%
cdff5211032020000001	8	1.8%
cdff5211012021000001	8	1.8%
cdff5211032019000001	8	1.8%
cdff5211042019000001	6	1.4%
cdff4220002007000002	4	0.9%
cdff5211032021000001	4	0.9%
Other values (230)	357	80.8%

Most occurring characters

Value	Count	Frequency (%)
0	3893	44.0%
2	1345	15.2%
F	884	10.0%
1	818	9.3%
C	442	5.0%
D	442	5.0%
4	379	4.3%
5	216	2.4%
9	132	1.5%
3	85	1.0%
Other values (3)	204	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7072	80.0%
Uppercase Letter	1768	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3893	55.0%
2	1345	19.0%
1	818	11.6%
4	379	5.4%
5	216	3.1%
9	132	1.9%
3	85	1.2%
7	84	1.2%
6	63	0.9%
8	57	0.8%

Uppercase Letter

Value	Count	Frequency (%)
F	884	50.0%
C	442	25.0%
D	442	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7072	80.0%
Latin	1768	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3893	55.0%
2	1345	19.0%
1	818	11.6%
4	379	5.4%
5	216	3.1%
9	132	1.9%
3	85	1.2%
7	84	1.2%
6	63	0.9%
8	57	0.8%

Latin

Value	Count	Frequency (%)
F	884	50.0%
C	442	25.0%
D	442	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3893	44.0%
2	1345	15.2%
F	884	10.0%
1	818	9.3%
C	442	5.0%
D	442	5.0%
4	379	4.3%
5	216	2.4%
9	132	1.5%
3	85	1.0%
Other values (3)	204	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	94
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	65.6%
03_13_05_P	94	21.3%
03_13_01_P	29	6.6%
03_13_03_P	21	4.8%
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	65.6%
03_13_05_p	94	21.3%
03_13_01_p	29	6.6%
03_13_03_p	21	4.8%
03_13_04_p	8	1.8%

updategbn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

I	299
U	143

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	299	67.6%
U	143	32.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	299	67.6%
u	143	32.4%

updatedt
Date

Distinct	102
Distinct (%)	23.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-07-24 00:23:01

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	174
영화상영관	116
영화제작업	94
영화배급업	29
영화상영업	21

Length

Max length	5
Median length	5
Mean length	4.6063348
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>	174	39.4%
영화상영관	116	26.2%
영화제작업	94	21.3%
영화배급업	29	6.6%
영화상영업	21	4.8%
영화수입업	8	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	174	39.4%
영화상영관	116	26.2%
영화제작업	94	21.3%
영화배급업	29	6.6%
영화상영업	21	4.8%
영화수입업	8	1.8%

bplcnm
Text

Distinct	371
Distinct (%)	83.9%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

Max length	28
Median length	22
Mean length	10.984163
Min length	2

Characters and Unicode

Total characters	4855
Distinct characters	252
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	339 ?
Unique (%)	76.7%

Sample

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

Value	Count	Frequency (%)
롯데시네마	92	9.4%
메가박스	48	4.9%
cgv	41	4.2%
주식회사	36	3.7%
해운대	26	2.7%
서면	20	2.0%
센텀시티	19	1.9%
6관	15	1.5%
제3관	15	1.5%
정관	15	1.5%
Other values (230)	653	66.6%

Most occurring characters

Value	Count	Frequency (%)
	540	11.1%
관	317	6.5%
시	163	3.4%
네	147	3.0%
제	144	3.0%
마	130	2.7%
스	115	2.4%
데	108	2.2%
롯	107	2.2%
C	105	2.2%
Other values (242)	2979	61.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3408	70.2%
Space Separator	540	11.1%
Uppercase Letter	419	8.6%
Decimal Number	267	5.5%
Close Punctuation	94	1.9%
Open Punctuation	94	1.9%
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	9.3%
시	163	4.8%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.4%
데	108	3.2%
롯	107	3.1%
주	96	2.8%
대	80	2.3%
Other values (195)	2001	58.7%

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%
M	10	2.4%
U	10	2.4%
T	9	2.1%
Other values (12)	60	14.3%

Decimal Number

Value	Count	Frequency (%)
1	44	16.5%
2	36	13.5%
4	34	12.7%
3	32	12.0%
6	31	11.6%
5	30	11.2%
7	25	9.4%
8	16	6.0%
9	13	4.9%
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 (%)
)	93	98.9%
]	1	1.1%

Open Punctuation

Value	Count	Frequency (%)
(	93	98.9%
[	1	1.1%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	540	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3408	70.2%
Common	1008	20.8%
Latin	439	9.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	317	9.3%
시	163	4.8%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.4%
데	108	3.2%
롯	107	3.1%
주	96	2.8%
대	80	2.3%
Other values (195)	2001	58.7%

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%
M	10	2.3%
U	10	2.3%
T	9	2.1%
Other values (19)	80	18.2%

Common

Value	Count	Frequency (%)
	540	53.6%
)	93	9.2%
(	93	9.2%
1	44	4.4%
2	36	3.6%
4	34	3.4%
3	32	3.2%
6	31	3.1%
5	30	3.0%
7	25	2.5%
Other values (8)	50	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3408	70.2%
ASCII	1447	29.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	540	37.3%
C	105	7.3%
)	93	6.4%
(	93	6.4%
G	83	5.7%
V	82	5.7%
1	44	3.0%
2	36	2.5%
4	34	2.3%
3	32	2.2%
Other values (37)	305	21.1%

Hangul

Value	Count	Frequency (%)
관	317	9.3%
시	163	4.8%
네	147	4.3%
제	144	4.2%
마	130	3.8%
스	115	3.4%
데	108	3.2%
롯	107	3.1%
주	96	2.8%
대	80	2.3%
Other values (195)	2001	58.7%

sitepostno
Categorical

IMBALANCE

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

<NA>	362
지번우편번호	58
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.361991
Min length	4

Unique

Unique	10 ?
Unique (%)	2.3%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	362	81.9%
지번우편번호	58	13.1%
614845	4	0.9%
600805	3	0.7%
601060	3	0.7%
600046	2	0.5%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	362	81.9%
지번우편번호	58	13.1%
614845	4	0.9%
600805	3	0.7%
601060	3	0.7%
600046	2	0.5%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.4%

sitewhladdr
Text

Distinct	143
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

Length

Max length	46
Median length	39
Mean length	26.9819
Min length	18

Characters and Unicode

Total characters	11926
Distinct characters	230
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 (%)	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	442	20.1%
해운대구	121	5.5%
우동	92	4.2%
부산진구	77	3.5%
중구	56	2.6%
부전동	47	2.1%
동래구	27	1.2%
전포동	27	1.2%
금정구	26	1.2%
기장군	26	1.2%
Other values (318)	1253	57.1%

Most occurring characters

Value	Count	Frequency (%)
	2148	18.0%
부	609	5.1%
산	570	4.8%
1	483	4.0%
시	481	4.0%
동	473	4.0%
광	446	3.7%
역	442	3.7%
구	417	3.5%
-	370	3.1%
Other values (220)	5487	46.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6968	58.4%
Decimal Number	2206	18.5%
Space Separator	2148	18.0%
Dash Punctuation	370	3.1%
Uppercase Letter	132	1.1%
Other Punctuation	57	0.5%
Lowercase Letter	15	0.1%
Close Punctuation	12	0.1%
Open Punctuation	12	0.1%
Math Symbol	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	609	8.7%
산	570	8.2%
시	481	6.9%
동	473	6.8%
광	446	6.4%
역	442	6.3%
구	417	6.0%
지	307	4.4%
번	286	4.1%
대	160	2.3%
Other values (184)	2777	39.9%

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%
U	10	7.6%
C	10	7.6%
Y	9	6.8%
N	8	6.1%

Decimal Number

Value	Count	Frequency (%)
1	483	21.9%
2	314	14.2%
6	229	10.4%
5	224	10.2%
4	201	9.1%
0	183	8.3%
7	161	7.3%
8	158	7.2%
3	138	6.3%
9	115	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
*	30	52.6%
,	18	31.6%
&	9	15.8%

Space Separator

Value	Count	Frequency (%)
	2148	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	370	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6968	58.4%
Common	4811	40.3%
Latin	147	1.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	609	8.7%
산	570	8.2%
시	481	6.9%
동	473	6.8%
광	446	6.4%
역	442	6.3%
구	417	6.0%
지	307	4.4%
번	286	4.1%
대	160	2.3%
Other values (184)	2777	39.9%

Common

Value	Count	Frequency (%)
	2148	44.6%
1	483	10.0%
-	370	7.7%
2	314	6.5%
6	229	4.8%
5	224	4.7%
4	201	4.2%
0	183	3.8%
7	161	3.3%
8	158	3.3%
Other values (8)	340	7.1%

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%
U	10	6.8%
C	10	6.8%
Y	9	6.1%
N	8	5.4%
Other values (8)	16	10.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6968	58.4%
ASCII	4958	41.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2148	43.3%
1	483	9.7%
-	370	7.5%
2	314	6.3%
6	229	4.6%
5	224	4.5%
4	201	4.1%
0	183	3.7%
7	161	3.2%
8	158	3.2%
Other values (26)	487	9.8%

Hangul

Value	Count	Frequency (%)
부	609	8.7%
산	570	8.2%
시	481	6.9%
동	473	6.8%
광	446	6.4%
역	442	6.3%
구	417	6.0%
지	307	4.4%
번	286	4.1%
대	160	2.3%
Other values (184)	2777	39.9%

rdnpostno
Text

MISSING

Distinct	82
Distinct (%)	19.2%
Missing	15
Missing (%)	3.4%
Memory size	3.6 KiB

Length

Max length	7
Median length	5
Mean length	5.0046838
Min length	5

Characters and Unicode

Total characters	2137
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	37 ?
Unique (%)	8.7%

Sample

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

Value	Count	Frequency (%)
48947	60	14.1%
48058	42	9.8%
48953	20	4.7%
48059	17	4.0%
47296	16	3.7%
47299	12	2.8%
48944	11	2.6%
47285	11	2.6%
48948	10	2.3%
47710	10	2.3%
Other values (72)	218	51.1%

Most occurring characters

Value	Count	Frequency (%)
4	570	26.7%
8	363	17.0%
9	244	11.4%
7	223	10.4%
5	159	7.4%
0	151	7.1%
2	138	6.5%
6	129	6.0%
1	80	3.7%
3	73	3.4%
Other values (7)	7	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2130	99.7%
Other Letter	7	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	570	26.8%
8	363	17.0%
9	244	11.5%
7	223	10.5%
5	159	7.5%
0	151	7.1%
2	138	6.5%
6	129	6.1%
1	80	3.8%
3	73	3.4%

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	2130	99.7%
Hangul	7	0.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	570	26.8%
8	363	17.0%
9	244	11.5%
7	223	10.5%
5	159	7.5%
0	151	7.1%
2	138	6.5%
6	129	6.1%
1	80	3.8%
3	73	3.4%

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	2130	99.7%
Hangul	7	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	570	26.8%
8	363	17.0%
9	244	11.5%
7	223	10.5%
5	159	7.5%
0	151	7.1%
2	138	6.5%
6	129	6.1%
1	80	3.8%
3	73	3.4%

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	144
Distinct (%)	33.0%
Missing	6
Missing (%)	1.4%
Memory size	3.6 KiB

Length

Max length	53
Median length	48
Mean length	32.662844
Min length	22

Characters and Unicode

Total characters	14241
Distinct characters	263
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	72 ?
Unique (%)	16.5%

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	436	15.8%
해운대구	121	4.4%
우동	82	3.0%
부산진구	77	2.8%
중구	53	1.9%
중앙대로	50	1.8%
부전동	47	1.7%
해운대로	44	1.6%
6층	35	1.3%
39	34	1.2%
Other values (398)	1778	64.5%

Most occurring characters

Value	Count	Frequency (%)
	2346	16.5%
부	622	4.4%
산	577	4.1%
동	538	3.8%
광	487	3.4%
시	486	3.4%
로	436	3.1%
역	436	3.1%
(	426	3.0%
)	426	3.0%
Other values (253)	7461	52.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8489	59.6%
Space Separator	2346	16.5%
Decimal Number	1947	13.7%
Open Punctuation	429	3.0%
Close Punctuation	429	3.0%
Other Punctuation	423	3.0%
Uppercase Letter	136	1.0%
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	622	7.3%
산	577	6.8%
동	538	6.3%
광	487	5.7%
시	486	5.7%
로	436	5.1%
역	436	5.1%
구	418	4.9%
대	356	4.2%
운	194	2.3%
Other values (212)	3939	46.4%

Uppercase Letter

Value	Count	Frequency (%)
K	29	21.3%
S	19	14.0%
T	15	11.0%
B	11	8.1%
C	10	7.4%
U	10	7.4%
H	10	7.4%
G	9	6.6%
Y	9	6.6%
N	7	5.1%
Other values (3)	7	5.1%

Decimal Number

Value	Count	Frequency (%)
1	375	19.3%
2	271	13.9%
0	219	11.2%
3	207	10.6%
6	178	9.1%
5	163	8.4%
7	158	8.1%
4	157	8.1%
9	125	6.4%
8	94	4.8%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	374	88.4%
*	40	9.5%
&	9	2.1%

Open Punctuation

Value	Count	Frequency (%)
(	426	99.3%
[	3	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	426	99.3%
]	3	0.7%

Space Separator

Value	Count	Frequency (%)
	2346	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	8489	59.6%
Common	5600	39.3%
Latin	152	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	622	7.3%
산	577	6.8%
동	538	6.3%
광	487	5.7%
시	486	5.7%
로	436	5.1%
역	436	5.1%
구	418	4.9%
대	356	4.2%
운	194	2.3%
Other values (212)	3939	46.4%

Latin

Value	Count	Frequency (%)
K	29	19.1%
S	19	12.5%
T	15	9.9%
B	11	7.2%
C	10	6.6%
U	10	6.6%
H	10	6.6%
G	9	5.9%
Y	9	5.9%
N	7	4.6%
Other values (11)	23	15.1%

Common

Value	Count	Frequency (%)
	2346	41.9%
(	426	7.6%
)	426	7.6%
1	375	6.7%
,	374	6.7%
2	271	4.8%
0	219	3.9%
3	207	3.7%
6	178	3.2%
5	163	2.9%
Other values (10)	615	11.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8489	59.6%
ASCII	5752	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2346	40.8%
(	426	7.4%
)	426	7.4%
1	375	6.5%
,	374	6.5%
2	271	4.7%
0	219	3.8%
3	207	3.6%
6	178	3.1%
5	163	2.8%
Other values (31)	767	13.3%

Hangul

Value	Count	Frequency (%)
부	622	7.3%
산	577	6.8%
동	538	6.3%
광	487	5.7%
시	486	5.7%
로	436	5.1%
역	436	5.1%
구	418	4.9%
대	356	4.2%
운	194	2.3%
Other values (212)	3939	46.4%

apvpermymd
Real number (ℝ)

Distinct	145
Distinct (%)	32.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20112175

Minimum	19451015
Maximum	20210722
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20050307
median	20130412
Q3	20190702
95-th percentile	20210401
Maximum	20210722
Range	759707
Interquartile range (IQR)	140395

Descriptive statistics

Standard deviation	89832.18
Coefficient of variation (CV)	0.0044665571
Kurtosis	8.566787
Mean	20112175
Median Absolute Deviation (MAD)	69587.5
Skewness	-1.7326201
Sum	8.8895815 × 10⁹
Variance	8.0698206 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.7%
20190315	12	2.7%
20140822	11	2.5%
20010609	11	2.5%
20210615	10	2.3%
20021112	10	2.3%
20090302	10	2.3%
20050307	10	2.3%
20071204	10	2.3%
20080527	9	2.0%
Other values (135)	337	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.5%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20210722	1	0.2%
20210709	2	0.5%
20210707	1	0.2%
20210630	1	0.2%
20210615	10	2.3%
20210608	1	0.2%
20210527	1	0.2%
20210521	2	0.5%
20210513	2	0.5%
20210512	1	0.2%

dcbymd
Categorical

IMBALANCE

Distinct	31
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	319
폐업일자	57
20170315	10
20160617	8
20110616	8
Other values (26)	40

Length

Max length	8
Median length	4
Mean length	4.5972851
Min length	4

Unique

Unique	21 ?
Unique (%)	4.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	319	72.2%
폐업일자	57	12.9%
20170315	10	2.3%
20160617	8	1.8%
20110616	8	1.8%
20100806	7	1.6%
20001201	4	0.9%
20200921	3	0.7%
20070725	3	0.7%
20160913	2	0.5%
Other values (21)	21	4.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	319	72.2%
폐업일자	57	12.9%
20170315	10	2.3%
20160617	8	1.8%
20110616	8	1.8%
20100806	7	1.6%
20001201	4	0.9%
20200921	3	0.7%
20070725	3	0.7%
20160913	2	0.5%
Other values (21)	21	4.8%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
휴업시작일자	58

Length

Max length	6
Median length	4
Mean length	4.2624434
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>	384	86.9%
휴업시작일자	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
휴업시작일자	58	13.1%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
휴업종료일자	58

Length

Max length	6
Median length	4
Mean length	4.2624434
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>	384	86.9%
휴업종료일자	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
휴업종료일자	58	13.1%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
재개업일자	58

Length

Max length	5
Median length	4
Mean length	4.1312217
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>	384	86.9%
재개업일자	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
재개업일자	58	13.1%

trdstatenm
Categorical

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

영업/정상	257
13	117
03	56
폐업	8
제외/삭제/전출	2
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	3.7760181
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	257	58.1%
13	117	26.5%
03	56	12.7%
폐업	8	1.8%
제외/삭제/전출	2	0.5%
35	1	0.2%
<NA>	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	257	58.1%
13	117	26.5%
03	56	12.7%
폐업	8	1.8%
제외/삭제/전출	2	0.5%
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	375
폐업	64
전출	2
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8529412
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	375	84.8%
폐업	64	14.5%
전출	2	0.5%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	375	84.8%
폐업	64	14.5%
전출	2	0.5%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	116
Distinct (%)	26.6%
Missing	6
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	389816.98

Minimum	374253.11
Maximum	401646.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	374253.11
5-th percentile	380625.39
Q1	385622.78
median	389751.94
Q3	393797.99
95-th percentile	398310.24
Maximum	401646.7
Range	27393.591
Interquartile range (IQR)	8175.2047

Descriptive statistics

Standard deviation	5624.5257
Coefficient of variation (CV)	0.014428632
Kurtosis	-0.15914422
Mean	389816.98
Median Absolute Deviation (MAD)	4129.1569
Skewness	-0.18704549
Sum	1.699602 × 10⁸
Variance	31635289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	20	4.5%
387982.190387	14	3.2%
388011.197829908	12	2.7%
385622.780457355	11	2.5%
387608.014165034	11	2.5%
387443.214568	11	2.5%
394153.800755	10	2.3%
393952.264486105	10	2.3%
396915.143441	10	2.3%
398310.243451	10	2.3%
Other values (106)	317	71.7%

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	0.5%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380625.391364589	6	1.4%
380780.612775	7	1.6%

Value	Count	Frequency (%)
401646.70301259	3	0.7%
401504.790177	6	1.4%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398628.503470003	2	0.5%
398341.802637	7	1.6%
398310.243451	10	2.3%
398275.475596001	1	0.2%
398242.150343638	2	0.5%
398233.483190899	1	0.2%

y
Real number (ℝ)

MISSING

Distinct	116
Distinct (%)	26.6%
Missing	6
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	187653.72

Minimum	178757.42
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 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	5423.1079
Coefficient of variation (CV)	0.028899549
Kurtosis	1.6025892
Mean	187653.72
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.85053555
Sum	81817021
Variance	29410099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	20	4.5%
186465.864259	14	3.2%
185310.70532509	12	2.7%
179452.224754792	11	2.5%
185703.079007724	11	2.5%
186484.775084	11	2.5%
188019.100861	10	2.3%
187602.933160728	10	2.3%
187480.443811	10	2.3%
188031.67198	10	2.3%
Other values (106)	317	71.7%

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	1.4%
179823.23303496	4	0.9%
179885.813689	2	0.5%
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	1.4%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	1.8%
195029.489621392	1	0.2%
194992.355262	2	0.5%
194681.150958776	7	1.6%
194622.201131	7	1.6%

lastmodts
Real number (ℝ)

Distinct	373
Distinct (%)	84.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0184703 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0210722 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0180614 × 10¹³
median	2.019092 × 10¹³
Q3	2.0210331 × 10¹³
95-th percentile	2.0210615 × 10¹³
Maximum	2.0210722 × 10¹³
Range	1.80595 × 10¹¹
Interquartile range (IQR)	2.9716722 × 10¹⁰

Descriptive statistics

Standard deviation	3.310651 × 10¹⁰
Coefficient of variation (CV)	0.0016401782
Kurtosis	6.2917206
Mean	2.0184703 × 10¹³
Median Absolute Deviation (MAD)	1.080297 × 10¹⁰
Skewness	-2.3433552
Sum	8.9216388 × 10¹⁵
Variance	1.096041 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210524175645	6	1.4%
20210421091411	5	1.1%
20190920121341	5	1.1%
20191017170859	4	0.9%
20030127161348	4	0.9%
20190322121903	3	0.7%
20200103203958	3	0.7%
20200320103703	3	0.7%
20200115103223	3	0.7%
20181026112015	3	0.7%
Other values (363)	403	91.2%

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 (%)
20210722164112	1	0.2%
20210719181444	1	0.2%
20210715175449	1	0.2%
20210709130952	2	0.5%
20210707112122	1	0.2%
20210630103741	1	0.2%
20210629143805	1	0.2%
20210621093401	1	0.2%
20210621093400	3	0.7%
20210621093217	1	0.2%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
업태구분명	58

Length

Max length	5
Median length	4
Mean length	4.1312217
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>	384	86.9%
업태구분명	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
업태구분명	58	13.1%

sitetel
Categorical

IMBALANCE

Distinct	22
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

051-123-1234	301
<NA>	45
전화번호	26
910-1411	12
051-366-2200	9
Other values (17)	49

Length

Max length	13
Median length	12
Mean length	10.529412
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	301	68.1%
<NA>	45	10.2%
전화번호	26	5.9%
910-1411	12	2.7%
051-366-2200	9	2.0%
051-745-2883	8	1.8%
364-0480	7	1.6%
070-4159-8881	7	1.6%
051-626-0488	6	1.4%
051-507-5282	4	0.9%
Other values (12)	17	3.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	301	68.1%
na	45	10.2%
전화번호	26	5.9%
910-1411	12	2.7%
051-366-2200	9	2.0%
051-745-2883	8	1.8%
364-0480	7	1.6%
070-4159-8881	7	1.6%
051-626-0488	6	1.4%
051-507-5282	4	0.9%
Other values (12)	17	3.8%

bdngsrvnm
Categorical

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

<NA>	279
문화시설	82
건물용도명	52
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1470588
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>	279	63.1%
문화시설	82	18.6%
건물용도명	52	11.8%
근린생활시설	13	2.9%
유통시설	9	2.0%
호텔	6	1.4%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	279	63.1%
문화시설	82	18.6%
건물용도명	52	11.8%
근린생활시설	13	2.9%
유통시설	9	2.0%
호텔	6	1.4%
사무실	1	0.2%

perplaformsenm
Categorical

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

영화관	282
<NA>	109
공연장형태구분명	47
자동차극장	4

Length

Max length	8
Median length	3
Mean length	3.7963801
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	63.8%
<NA>	109	24.7%
공연장형태구분명	47	10.6%
자동차극장	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	282	63.8%
na	109	24.7%
공연장형태구분명	47	10.6%
자동차극장	4	0.9%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
기존게임업외업종명	58

Length

Max length	9
Median length	4
Mean length	4.6561086
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>	384	86.9%
기존게임업외업종명	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
기존게임업외업종명	58	13.1%

noroomcnt
Categorical

IMBALANCE

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

<NA>	382
노래방실수	56
0	4

Length

Max length	5
Median length	4
Mean length	4.0995475
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>	382	86.4%
노래방실수	56	12.7%
0	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	382	86.4%
노래방실수	56	12.7%
0	4	0.9%

culwrkrsenm
Categorical

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

영화상영관	196
<NA>	190
문화사업자구분명	56

Length

Max length	8
Median length	5
Mean length	4.9502262
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	44.3%
<NA>	190	43.0%
문화사업자구분명	56	12.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	196	44.3%
na	190	43.0%
문화사업자구분명	56	12.7%

culphyedcobnm
Categorical

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

영화상영관	290
영화제작업	94
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	65.6%
영화제작업	94	21.3%
영화배급업	29	6.6%
영화상영업	21	4.8%
영화수입업	8	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	290	65.6%
영화제작업	94	21.3%
영화배급업	29	6.6%
영화상영업	21	4.8%
영화수입업	8	1.8%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
방	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
방	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
방	58	13.1%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
비디오재생기명	58

Length

Max length	7
Median length	4
Mean length	4.3936652
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>	384	86.9%
비디오재생기명	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
비디오재생기명	58	13.1%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
비	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
비	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
비	58	13.1%

emexyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
비	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
비	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
비	58	13.1%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
소	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
소	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
소	58	13.1%

facilar
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	376
시설면적	56
1578.8	4
0	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.9977376
Min length	1

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>	376	85.1%
시설면적	56	12.7%
1578.8	4	0.9%
0	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	376	85.1%
시설면적	56	12.7%
1578.8	4	0.9%
0	4	0.9%
147.46	1	0.2%
181.3	1	0.2%

soundfacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
음	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
음	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
음	58	13.1%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
자	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
자	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
자	58	13.1%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
제공게임물명	58

Length

Max length	6
Median length	4
Mean length	4.2624434
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>	384	86.9%
제공게임물명	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
제공게임물명	58	13.1%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
제작취급품목내용	58

Length

Max length	8
Median length	4
Mean length	4.5248869
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>	384	86.9%
제작취급품목내용	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
제작취급품목내용	58	13.1%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
조	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
조	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
조	58	13.1%

lghtfacilinillu
Categorical

IMBALANCE

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

<NA>	382
조명시설조도	56
0	4

Length

Max length	6
Median length	4
Mean length	4.2262443
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>	382	86.4%
조명시설조도	56	12.7%
0	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	382	86.4%
조명시설조도	56	12.7%
0	4	0.9%

nearenvnm
Categorical

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	326
주변환경명	55
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.1809955
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>	326	73.8%
주변환경명	55	12.4%
기타	32	7.2%
유흥업소밀집지역	18	4.1%
아파트지역	9	2.0%
학교정화(상대)	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	326	73.8%
주변환경명	55	12.4%
기타	32	7.2%
유흥업소밀집지역	18	4.1%
아파트지역	9	2.0%
학교정화(상대	2	0.5%

jisgnumlay
Categorical

Distinct	23
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	156
지상층수	47
10	37
7	28
9	27
Other values (18)	147

Length

Max length	4
Median length	2
Mean length	2.6447964
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>	156	35.3%
지상층수	47	10.6%
10	37	8.4%
7	28	6.3%
9	27	6.1%
5	20	4.5%
8	19	4.3%
42	17	3.8%
12	15	3.4%
6	12	2.7%
Other values (13)	64	14.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	156	35.3%
지상층수	47	10.6%
10	37	8.4%
7	28	6.3%
9	27	6.1%
5	20	4.5%
8	19	4.3%
42	17	3.8%
12	15	3.4%
6	12	2.7%
Other values (13)	64	14.5%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	312
지역구분명	55
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3506787
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>	312	70.6%
지역구분명	55	12.4%
일반상업지역	30	6.8%
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	312	70.6%
지역구분명	55	12.4%
일반상업지역	30	6.8%
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>	163
5	59
지하층수	49
2	47
1	35
Other values (7)	89

Length

Max length	4
Median length	1
Mean length	2.4434389
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>	163	36.9%
5	59	13.3%
지하층수	49	11.1%
2	47	10.6%
1	35	7.9%
3	24	5.4%
4	21	4.8%
6	20	4.5%
8	18	4.1%
0	4	0.9%
Other values (2)	2	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	163	36.9%
5	59	13.3%
지하층수	49	11.1%
2	47	10.6%
1	35	7.9%
3	24	5.4%
4	21	4.8%
6	20	4.5%
8	18	4.1%
0	4	0.9%
Other values (2)	2	0.5%

bgroomcnt
Categorical

IMBALANCE

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

<NA>	382
청소년실수	56
0	4

Length

Max length	5
Median length	4
Mean length	4.0995475
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>	382	86.4%
청소년실수	56	12.7%
0	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	382	86.4%
청소년실수	56	12.7%
0	4	0.9%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
청	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
청	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
청	58	13.1%

totgasyscnt
Categorical

IMBALANCE

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

<NA>	382
총게임기수	56
0	4

Length

Max length	5
Median length	4
Mean length	4.0995475
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>	382	86.4%
총게임기수	56	12.7%
0	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	382	86.4%
총게임기수	56	12.7%
0	4	0.9%

totnumlay
Categorical

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

<NA>	242
총층수	50
10	20
9	12
11	12
Other values (15)	106

Length

Max length	4
Median length	4
Mean length	3.1244344
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>	242	54.8%
총층수	50	11.3%
10	20	4.5%
9	12	2.7%
11	12	2.7%
6	12	2.7%
18	11	2.5%
19	10	2.3%
54	9	2.0%
15	9	2.0%
Other values (10)	55	12.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	242	54.8%
총층수	50	11.3%
10	20	4.5%
9	12	2.7%
11	12	2.7%
6	12	2.7%
18	11	2.5%
19	10	2.3%
54	9	2.0%
15	9	2.0%
Other values (10)	55	12.4%

frstregts
Real number (ℝ)

Distinct	145
Distinct (%)	32.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20112175

Minimum	19451015
Maximum	20210722
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20050307
median	20130412
Q3	20190702
95-th percentile	20210401
Maximum	20210722
Range	759707
Interquartile range (IQR)	140395

Descriptive statistics

Standard deviation	89832.18
Coefficient of variation (CV)	0.0044665571
Kurtosis	8.566787
Mean	20112175
Median Absolute Deviation (MAD)	69587.5
Skewness	-1.7326201
Sum	8.8895815 × 10⁹
Variance	8.0698206 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.7%
20190315	12	2.7%
20140822	11	2.5%
20010609	11	2.5%
20210615	10	2.3%
20021112	10	2.3%
20090302	10	2.3%
20050307	10	2.3%
20071204	10	2.3%
20080527	9	2.0%
Other values (135)	337	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.5%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20210722	1	0.2%
20210709	2	0.5%
20210707	1	0.2%
20210630	1	0.2%
20210615	10	2.3%
20210608	1	0.2%
20210527	1	0.2%
20210521	2	0.5%
20210513	2	0.5%
20210512	1	0.2%

pasgbreth
Categorical

IMBALANCE

Distinct	19
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	240
1	103
통로너비	50
1.5	12
1.2	7
Other values (14)	30

Length

Max length	4
Median length	4
Mean length	3.2104072
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>	240	54.3%
1	103	23.3%
통로너비	50	11.3%
1.5	12	2.7%
1.2	7	1.6%
1.45	5	1.1%
1.15	4	0.9%
0	4	0.9%
1.3	4	0.9%
1.7	3	0.7%
Other values (9)	10	2.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	240	54.3%
1	103	23.3%
통로너비	50	11.3%
1.5	12	2.7%
1.2	7	1.6%
1.45	5	1.1%
1.15	4	0.9%
0	4	0.9%
1.3	4	0.9%
1.7	3	0.7%
Other values (9)	10	2.3%

speclghtyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
특	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
특	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
특	58	13.1%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
편	58

Length

Max length	4
Median length	4
Mean length	3.6063348
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>	384	86.9%
편	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
편	58	13.1%

actlnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.6 KiB

<NA>	384
품목명	58

Length

Max length	4
Median length	4
Mean length	3.8687783
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>	384	86.9%
품목명	58	13.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	384	86.9%
품목명	58	13.1%

last_load_dttm
Categorical

CONSTANT

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

2021-08-01 05:20:03	442

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-08-01 05:20:03
2nd row	2021-08-01 05:20:03
3rd row	2021-08-01 05:20:03
4th row	2021-08-01 05:20:03
5th row	2021-08-01 05:20:03

Common Values

Value	Count	Frequency (%)
2021-08-01 05:20:03	442	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-08-01	442	50.0%
05:20:03	442	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>	2021-08-01 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>	2021-08-01 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>	2021-08-01 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>	2021-08-01 05:20:03
4	5	3250000	CDFF4220001982000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 1관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19820125	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102116	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19820125	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03
5	6	3250000	CDFF4220001993000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 2관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102237	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03
6	7	3250000	CDFF4220001993000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 3관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621103110	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03
7	8	3250000	CDFF4220001998000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	삼보극장	600807	부산광역시 중구 부평동2가 56번지	48947	<NA>	19980307	20070725	<NA>	<NA>	<NA>	03	폐업	<NA>	<NA>	20070725183312	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19980307	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03
8	9	3250000	CDFF4220001999000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 1관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104121	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	10	19990716	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03
9	10	3250000	CDFF4220001999000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 2관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104156	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	4	<NA>	<NA>	<NA>	<NA>	19990716	<NA>	<NA>	<NA>	<NA>	2021-08-01 05:20:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngsrvnm	perplaformsenm	bfgameocptectcobnm	noroomcnt	culwrkrsenm	culphyedcobnm	souarfacilyn	vdoretornm	emerstairyn	emexyn	firefacilyn	facilar	soundfacilyn	autochaairyn	prvdgathinnm	mnfactreartclcn	lghtfacilyn	lghtfacilinillu	nearenvnm	jisgnumlay	regnsenm	undernumlay	bgroomcnt	bgroomyn	totgasyscnt	totnumlay	frstregts	pasgbreth	speclghtyn	cnvefacilyn	actlnm	last_load_dttm
432	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	2021-08-01 05:20:03
433	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	2021-08-01 05:20:03
434	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	2021-08-01 05:20:03
435	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	2021-08-01 05:20:03
436	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	2021-08-01 05:20:03
437	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>	2021-08-01 05:20:03
438	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>	2021-08-01 05:20:03
439	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>	2021-08-01 05:20:03
440	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>	2021-08-01 05:20:03
441	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	2021-08-01 05:20:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Close Punctuation

Open Punctuation

Other Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII