gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	483
Missing cells	39
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	214.7 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2022-03-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901052001145000

Alerts

`last_load_dttm` has constant value ""	Constant
`sitepostno` is highly imbalanced (72.3%)	Imbalance
`dcbymd` is highly imbalanced (61.9%)	Imbalance
`trdstatenm` is highly imbalanced (55.4%)	Imbalance
`dtlstatenm` is highly imbalanced (63.2%)	Imbalance
`facilar` is highly imbalanced (52.2%)	Imbalance
`regnsenm` is highly imbalanced (51.7%)	Imbalance
`rdnpostno` has 21 (4.3%) missing values	Missing
`rdnwhladdr` has 6 (1.2%) missing values	Missing
`x` has 6 (1.2%) missing values	Missing
`y` has 6 (1.2%) missing values	Missing
`skey` has unique values	Unique

Reproduction

Analysis started	2024-04-16 11:38:17.671862
Analysis finished	2024-04-16 11:38:18.395444
Duration	0.72 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	483
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	987.4617

Minimum	1
Maximum	3090
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	1
5-th percentile	25.1
Q1	121.5
median	242
Q3	1979
95-th percentile	3065.9
Maximum	3090
Range	3089
Interquartile range (IQR)	1857.5

Descriptive statistics

Standard deviation	1151.9986
Coefficient of variation (CV)	1.1666261
Kurtosis	-0.86564479
Mean	987.4617
Median Absolute Deviation (MAD)	207
Skewness	0.90016329
Sum	476944
Variance	1327100.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
806	1	0.2%
1421	1	0.2%
1415	1	0.2%
1301	1	0.2%
1299	1	0.2%
1286	1	0.2%
1285	1	0.2%
1235	1	0.2%
1234	1	0.2%
Other values (473)	473	97.9%

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 (%)
3090	1	0.2%
3089	1	0.2%
3088	1	0.2%
3087	1	0.2%
3086	1	0.2%
3085	1	0.2%
3084	1	0.2%
3083	1	0.2%
3082	1	0.2%
3081	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3319772.3

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 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	40665.495
Coefficient of variation (CV)	0.012249483
Kurtosis	-0.47025306
Mean	3319772.3
Median Absolute Deviation (MAD)	30000
Skewness	0.097759181
Sum	1.60345 × 10⁹
Variance	1.6536825 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	130	26.9%
3290000	86	17.8%
3250000	56	11.6%
3300000	29	6.0%
3320000	27	5.6%
3350000	26	5.4%
3400000	26	5.4%
3380000	21	4.3%
3310000	20	4.1%
3390000	15	3.1%
Other values (5)	47	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	11.6%
3260000	2	0.4%
3270000	9	1.9%
3290000	86	17.8%
3300000	29	6.0%
3310000	20	4.1%
3320000	27	5.6%
3330000	130	26.9%
3340000	13	2.7%
3350000	26	5.4%

Value	Count	Frequency (%)
3400000	26	5.4%
3390000	15	3.1%
3380000	21	4.3%
3370000	9	1.9%
3360000	14	2.9%
3350000	26	5.4%
3340000	13	2.7%
3330000	130	26.9%
3320000	27	5.6%
3310000	20	4.1%

mgtno
Text

Distinct	254
Distinct (%)	52.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

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

Characters and Unicode

Total characters	9660
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	150 ?
Unique (%)	31.1%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	3.7%
cdff5211012021000001	13	2.7%
cdff5211012019000001	12	2.5%
cdff5211012021000002	9	1.9%
cdff5211012020000002	9	1.9%
cdff5211042021000001	8	1.7%
cdff5211032019000001	8	1.7%
cdff5211032020000001	8	1.7%
cdff5211042019000001	6	1.2%
cdff5211012022000001	6	1.2%
Other values (244)	386	79.9%

Most occurring characters

Value	Count	Frequency (%)
0	4201	43.5%
2	1499	15.5%
F	966	10.0%
1	955	9.9%
C	483	5.0%
D	483	5.0%
4	393	4.1%
5	246	2.5%
9	135	1.4%
3	91	0.9%
Other values (3)	208	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7728	80.0%
Uppercase Letter	1932	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4201	54.4%
2	1499	19.4%
1	955	12.4%
4	393	5.1%
5	246	3.2%
9	135	1.7%
3	91	1.2%
7	84	1.1%
6	65	0.8%
8	59	0.8%

Uppercase Letter

Value	Count	Frequency (%)
F	966	50.0%
C	483	25.0%
D	483	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7728	80.0%
Latin	1932	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4201	54.4%
2	1499	19.4%
1	955	12.4%
4	393	5.1%
5	246	3.2%
9	135	1.7%
3	91	1.2%
7	84	1.1%
6	65	0.8%
8	59	0.8%

Latin

Value	Count	Frequency (%)
F	966	50.0%
C	483	25.0%
D	483	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4201	43.5%
2	1499	15.5%
F	966	10.0%
1	955	9.9%
C	483	5.0%
D	483	5.0%
4	393	4.1%
5	246	2.5%
9	135	1.4%
3	91	0.9%
Other values (3)	208	2.2%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

03_13_02_P	302
03_13_05_P	120
03_13_01_P	31
03_13_03_P	22
03_13_04_P	8

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	03_13_02_P
2nd row	03_13_02_P
3rd row	03_13_02_P
4th row	03_13_02_P
5th row	03_13_02_P

Common Values

Value	Count	Frequency (%)
03_13_02_P	302	62.5%
03_13_05_P	120	24.8%
03_13_01_P	31	6.4%
03_13_03_P	22	4.6%
03_13_04_P	8	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_13_02_p	302	62.5%
03_13_05_p	120	24.8%
03_13_01_p	31	6.4%
03_13_03_p	22	4.6%
03_13_04_p	8	1.7%

updategbn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

U	248
I	235

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I
2nd row	U
3rd row	U
4th row	U
5th row	I

Common Values

Value	Count	Frequency (%)
U	248	51.3%
I	235	48.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
u	248	51.3%
i	235	48.7%

updatedt
Date

Distinct	125
Distinct (%)	25.9%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-02-16 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

영화상영관	205
영화제작업	120
<NA>	97
영화배급업	31
영화상영업	22

Length

Max length	5
Median length	5
Mean length	4.7991718
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화상영관	205	42.4%
영화제작업	120	24.8%
<NA>	97	20.1%
영화배급업	31	6.4%
영화상영업	22	4.6%
영화수입업	8	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	205	42.4%
영화제작업	120	24.8%
na	97	20.1%
영화배급업	31	6.4%
영화상영업	22	4.6%
영화수입업	8	1.7%

bplcnm
Text

Distinct	400
Distinct (%)	82.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	28
Median length	20
Mean length	10.826087
Min length	2

Characters and Unicode

Total characters	5229
Distinct characters	262
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	357 ?
Unique (%)	73.9%

Sample

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

Value	Count	Frequency (%)
롯데시네마	92	8.8%
메가박스	48	4.6%
cgv	41	3.9%
주식회사	40	3.8%
해운대	26	2.5%
서면	20	1.9%
센텀시티	19	1.8%
제3관	16	1.5%
6관	16	1.5%
4관	15	1.4%
Other values (251)	711	68.1%

Most occurring characters

Value	Count	Frequency (%)
	563	10.8%
관	329	6.3%
시	170	3.3%
네	154	2.9%
제	150	2.9%
마	143	2.7%
스	124	2.4%
C	111	2.1%
주	109	2.1%
데	108	2.1%
Other values (252)	3268	62.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3680	70.4%
Space Separator	563	10.8%
Uppercase Letter	449	8.6%
Decimal Number	293	5.6%
Open Punctuation	104	2.0%
Close Punctuation	104	2.0%
Lowercase Letter	23	0.4%
Other Punctuation	12	0.2%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	329	8.9%
시	170	4.6%
네	154	4.2%
제	150	4.1%
마	143	3.9%
스	124	3.4%
주	109	3.0%
데	108	2.9%
롯	107	2.9%
대	80	2.2%
Other values (203)	2206	59.9%

Uppercase Letter

Value	Count	Frequency (%)
C	111	24.7%
G	90	20.0%
V	88	19.6%
N	26	5.8%
O	16	3.6%
E	14	3.1%
A	11	2.4%
I	11	2.4%
U	10	2.2%
M	10	2.2%
Other values (13)	62	13.8%

Decimal Number

Value	Count	Frequency (%)
1	46	15.7%
2	44	15.0%
4	40	13.7%
3	34	11.6%
6	33	11.3%
5	32	10.9%
7	25	8.5%
9	17	5.8%
8	16	5.5%
0	6	2.0%

Lowercase Letter

Value	Count	Frequency (%)
o	7	30.4%
d	5	21.7%
t	4	17.4%
m	3	13.0%
i	1	4.3%
l	1	4.3%
s	1	4.3%
g	1	4.3%

Open Punctuation

Value	Count	Frequency (%)
(	103	99.0%
[	1	1.0%

Close Punctuation

Value	Count	Frequency (%)
)	103	99.0%
]	1	1.0%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	563	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3680	70.4%
Common	1077	20.6%
Latin	472	9.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	329	8.9%
시	170	4.6%
네	154	4.2%
제	150	4.1%
마	143	3.9%
스	124	3.4%
주	109	3.0%
데	108	2.9%
롯	107	2.9%
대	80	2.2%
Other values (203)	2206	59.9%

Latin

Value	Count	Frequency (%)
C	111	23.5%
G	90	19.1%
V	88	18.6%
N	26	5.5%
O	16	3.4%
E	14	3.0%
A	11	2.3%
I	11	2.3%
U	10	2.1%
M	10	2.1%
Other values (21)	85	18.0%

Common

Value	Count	Frequency (%)
	563	52.3%
(	103	9.6%
)	103	9.6%
1	46	4.3%
2	44	4.1%
4	40	3.7%
3	34	3.2%
6	33	3.1%
5	32	3.0%
7	25	2.3%
Other values (8)	54	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3680	70.4%
ASCII	1549	29.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	563	36.3%
C	111	7.2%
(	103	6.6%
)	103	6.6%
G	90	5.8%
V	88	5.7%
1	46	3.0%
2	44	2.8%
4	40	2.6%
3	34	2.2%
Other values (39)	327	21.1%

Hangul

Value	Count	Frequency (%)
관	329	8.9%
시	170	4.6%
네	154	4.2%
제	150	4.1%
마	143	3.9%
스	124	3.4%
주	109	3.0%
데	108	2.9%
롯	107	2.9%
대	80	2.2%
Other values (203)	2206	59.9%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	371
지번우편번호	90
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.4637681
Min length	4

Unique

Unique	10 ?
Unique (%)	2.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	371	76.8%
지번우편번호	90	18.6%
614845	4	0.8%
600805	3	0.6%
601060	3	0.6%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	371	76.8%
지번우편번호	90	18.6%
614845	4	0.8%
600805	3	0.6%
601060	3	0.6%
600046	2	0.4%
600807	1	0.2%
600801	1	0.2%
600045	1	0.2%
614847	1	0.2%
Other values (6)	6	1.2%

sitewhladdr
Text

Distinct	162
Distinct (%)	33.5%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	46
Median length	38
Mean length	26.438923
Min length	18

Characters and Unicode

Total characters	12770
Distinct characters	247
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	78 ?
Unique (%)	16.1%

Sample

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

Value	Count	Frequency (%)
부산광역시	483	20.2%
해운대구	130	5.4%
우동	96	4.0%
부산진구	86	3.6%
중구	56	2.3%
부전동	53	2.2%
	48	2.0%
동래구	29	1.2%
북구	27	1.1%
전포동	27	1.1%
Other values (327)	1354	56.7%

Most occurring characters

Value	Count	Frequency (%)
	2342	18.3%
부	673	5.3%
산	628	4.9%
시	522	4.1%
동	521	4.1%
광	489	3.8%
역	483	3.8%
1	471	3.7%
구	460	3.6%
-	410	3.2%
Other values (237)	5771	45.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	7356	57.6%
Space Separator	2342	18.3%
Decimal Number	2157	16.9%
Dash Punctuation	410	3.2%
Other Punctuation	310	2.4%
Uppercase Letter	150	1.2%
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	673	9.1%
산	628	8.5%
시	522	7.1%
동	521	7.1%
광	489	6.6%
역	483	6.6%
구	460	6.3%
지	207	2.8%
번	179	2.4%
대	174	2.4%
Other values (201)	3020	41.1%

Uppercase Letter

Value	Count	Frequency (%)
K	35	23.3%
T	21	14.0%
S	19	12.7%
G	16	10.7%
B	11	7.3%
C	10	6.7%
H	10	6.7%
U	10	6.7%
Y	9	6.0%
N	8	5.3%

Decimal Number

Value	Count	Frequency (%)
1	471	21.8%
2	313	14.5%
5	227	10.5%
6	221	10.2%
4	198	9.2%
0	164	7.6%
8	156	7.2%
7	153	7.1%
3	142	6.6%
9	112	5.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
*	277	89.4%
,	18	5.8%
&	15	4.8%

Space Separator

Value	Count	Frequency (%)
	2342	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	410	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	7356	57.6%
Common	5249	41.1%
Latin	165	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	673	9.1%
산	628	8.5%
시	522	7.1%
동	521	7.1%
광	489	6.6%
역	483	6.6%
구	460	6.3%
지	207	2.8%
번	179	2.4%
대	174	2.4%
Other values (201)	3020	41.1%

Common

Value	Count	Frequency (%)
	2342	44.6%
1	471	9.0%
-	410	7.8%
2	313	6.0%
*	277	5.3%
5	227	4.3%
6	221	4.2%
4	198	3.8%
0	164	3.1%
8	156	3.0%
Other values (8)	470	9.0%

Latin

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

Most occurring blocks

Value	Count	Frequency (%)
Hangul	7356	57.6%
ASCII	5414	42.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2342	43.3%
1	471	8.7%
-	410	7.6%
2	313	5.8%
*	277	5.1%
5	227	4.2%
6	221	4.1%
4	198	3.7%
0	164	3.0%
8	156	2.9%
Other values (26)	635	11.7%

Hangul

Value	Count	Frequency (%)
부	673	9.1%
산	628	8.5%
시	522	7.1%
동	521	7.1%
광	489	6.6%
역	483	6.6%
구	460	6.3%
지	207	2.8%
번	179	2.4%
대	174	2.4%
Other values (201)	3020	41.1%

rdnpostno
Text

MISSING

Distinct	91
Distinct (%)	19.7%
Missing	21
Missing (%)	4.3%
Memory size	3.9 KiB

Length

Max length	7
Median length	5
Mean length	5.008658
Min length	5

Characters and Unicode

Total characters	2314
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	36 ?
Unique (%)	7.8%

Sample

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

Value	Count	Frequency (%)
48947	49	10.6%
48058	49	10.6%
48953	20	4.3%
48059	16	3.5%
47296	16	3.5%
46726	14	3.0%
47288	12	2.6%
47299	12	2.6%
48944	11	2.4%
47285	11	2.4%
Other values (81)	252	54.5%

Most occurring characters

Value	Count	Frequency (%)
4	602	26.0%
8	393	17.0%
7	239	10.3%
9	235	10.2%
5	170	7.3%
0	164	7.1%
2	160	6.9%
6	153	6.6%
1	99	4.3%
3	85	3.7%
Other values (7)	14	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2300	99.4%
Other Letter	14	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	602	26.2%
8	393	17.1%
7	239	10.4%
9	235	10.2%
5	170	7.4%
0	164	7.1%
2	160	7.0%
6	153	6.7%
1	99	4.3%
3	85	3.7%

Other Letter

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2300	99.4%
Hangul	14	0.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	602	26.2%
8	393	17.1%
7	239	10.4%
9	235	10.2%
5	170	7.4%
0	164	7.1%
2	160	7.0%
6	153	6.7%
1	99	4.3%
3	85	3.7%

Hangul

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2300	99.4%
Hangul	14	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	602	26.2%
8	393	17.1%
7	239	10.4%
9	235	10.2%
5	170	7.4%
0	164	7.1%
2	160	7.0%
6	153	6.7%
1	99	4.3%
3	85	3.7%

Hangul

Value	Count	Frequency (%)
도	2	14.3%
로	2	14.3%
명	2	14.3%
우	2	14.3%
편	2	14.3%
번	2	14.3%
호	2	14.3%

rdnwhladdr
Text

MISSING

Distinct	163
Distinct (%)	34.2%
Missing	6
Missing (%)	1.2%
Memory size	3.9 KiB

Length

Max length	53
Median length	47
Mean length	33.301887
Min length	22

Characters and Unicode

Total characters	15885
Distinct characters	277
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	78 ?
Unique (%)	16.4%

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	477	15.6%
해운대구	130	4.2%
부산진구	86	2.8%
우동	86	2.8%
중앙대로	54	1.8%
부전동	53	1.7%
중구	53	1.7%
	48	1.6%
해운대로	46	1.5%
39	37	1.2%
Other values (425)	1996	65.1%

Most occurring characters

Value	Count	Frequency (%)
	2614	16.5%
부	686	4.3%
산	635	4.0%
동	590	3.7%
시	533	3.4%
광	530	3.3%
역	477	3.0%
로	476	3.0%
(	467	2.9%
)	467	2.9%
Other values (267)	8410	52.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	9402	59.2%
Space Separator	2614	16.5%
Decimal Number	1947	12.3%
Other Punctuation	769	4.8%
Open Punctuation	470	3.0%
Close Punctuation	470	3.0%
Uppercase Letter	159	1.0%
Dash Punctuation	26	0.2%
Lowercase Letter	16	0.1%
Math Symbol	12	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	686	7.3%
산	635	6.8%
동	590	6.3%
시	533	5.7%
광	530	5.6%
역	477	5.1%
로	476	5.1%
구	462	4.9%
대	383	4.1%
운	208	2.2%
Other values (226)	4422	47.0%

Uppercase Letter

Value	Count	Frequency (%)
K	35	22.0%
T	21	13.2%
S	19	11.9%
G	15	9.4%
B	12	7.5%
C	11	6.9%
H	10	6.3%
U	10	6.3%
Y	9	5.7%
N	8	5.0%
Other values (3)	9	5.7%

Decimal Number

Value	Count	Frequency (%)
1	371	19.1%
2	266	13.7%
0	216	11.1%
3	215	11.0%
6	170	8.7%
5	162	8.3%
7	157	8.1%
4	148	7.6%
9	122	6.3%
8	120	6.2%

Lowercase Letter

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

Other Punctuation

Value	Count	Frequency (%)
,	423	55.0%
*	331	43.0%
&	15	2.0%

Open Punctuation

Value	Count	Frequency (%)
(	467	99.4%
[	3	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	467	99.4%
]	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2614	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Math Symbol

Value	Count	Frequency (%)
~	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	9402	59.2%
Common	6308	39.7%
Latin	175	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	686	7.3%
산	635	6.8%
동	590	6.3%
시	533	5.7%
광	530	5.6%
역	477	5.1%
로	476	5.1%
구	462	4.9%
대	383	4.1%
운	208	2.2%
Other values (226)	4422	47.0%

Latin

Value	Count	Frequency (%)
K	35	20.0%
T	21	12.0%
S	19	10.9%
G	15	8.6%
B	12	6.9%
C	11	6.3%
H	10	5.7%
U	10	5.7%
Y	9	5.1%
N	8	4.6%
Other values (11)	25	14.3%

Common

Value	Count	Frequency (%)
	2614	41.4%
(	467	7.4%
)	467	7.4%
,	423	6.7%
1	371	5.9%
*	331	5.2%
2	266	4.2%
0	216	3.4%
3	215	3.4%
6	170	2.7%
Other values (10)	768	12.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	9402	59.2%
ASCII	6483	40.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2614	40.3%
(	467	7.2%
)	467	7.2%
,	423	6.5%
1	371	5.7%
*	331	5.1%
2	266	4.1%
0	216	3.3%
3	215	3.3%
6	170	2.6%
Other values (31)	943	14.5%

Hangul

Value	Count	Frequency (%)
부	686	7.3%
산	635	6.8%
동	590	6.3%
시	533	5.7%
광	530	5.6%
역	477	5.1%
로	476	5.1%
구	462	4.9%
대	383	4.1%
운	208	2.2%
Other values (226)	4422	47.0%

apvpermymd
Real number (ℝ)

Distinct	160
Distinct (%)	33.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20121333

Minimum	19451015
Maximum	20220208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060768
median	20151020
Q3	20200103
95-th percentile	20211209
Maximum	20220208
Range	769193
Interquartile range (IQR)	139335

Descriptive statistics

Standard deviation	89645.197
Coefficient of variation (CV)	0.0044552314
Kurtosis	8.437254
Mean	20121333
Median Absolute Deviation (MAD)	59702
Skewness	-1.7767152
Sum	9.7186041 × 10⁹
Variance	8.0362613 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.5%
20190315	12	2.5%
20211215	12	2.5%
20010609	11	2.3%
20140822	11	2.3%
20050307	10	2.1%
20210615	10	2.1%
20071204	10	2.1%
20021112	10	2.1%
20090302	10	2.1%
Other values (150)	375	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.4%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20220208	1	0.2%
20220125	2	0.4%
20220119	1	0.2%
20220114	2	0.4%
20211231	2	0.4%
20211230	1	0.2%
20211224	2	0.4%
20211215	12	2.5%
20211210	2	0.4%
20211203	4	0.8%

dcbymd
Categorical

IMBALANCE

Distinct	38
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	320
폐업일자	85
20170315	10
20160617	8
20110616	8
Other values (33)	52

Length

Max length	8
Median length	4
Mean length	4.6459627
Min length	4

Unique

Unique	25 ?
Unique (%)	5.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	320	66.3%
폐업일자	85	17.6%
20170315	10	2.1%
20160617	8	1.7%
20110616	8	1.7%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20200921	3	0.6%
20210806	3	0.6%
Other values (28)	32	6.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	320	66.3%
폐업일자	85	17.6%
20170315	10	2.1%
20160617	8	1.7%
20110616	8	1.7%
20100806	7	1.4%
20001201	4	0.8%
20070725	3	0.6%
20200921	3	0.6%
20210806	3	0.6%
Other values (28)	32	6.6%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
휴업시작일자	90

Length

Max length	6
Median length	4
Mean length	4.3726708
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
휴업시작일자	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
휴업시작일자	90	18.6%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
휴업종료일자	90

Length

Max length	6
Median length	4
Mean length	4.3726708
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
휴업종료일자	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
휴업종료일자	90	18.6%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
재개업일자	90

Length

Max length	5
Median length	4
Mean length	4.1863354
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
재개업일자	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
재개업일자	90	18.6%

trdstatenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

영업/정상	363
03	56
13	40
폐업	14
제외/삭제/전출	8
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	4.3581781
Min length	2

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

1st row	03
2nd row	영업/정상
3rd row	영업/정상
4th row	영업/정상
5th row	13

Common Values

Value	Count	Frequency (%)
영업/정상	363	75.2%
03	56	11.6%
13	40	8.3%
폐업	14	2.9%
제외/삭제/전출	8	1.7%
35	1	0.2%
<NA>	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업/정상	363	75.2%
03	56	11.6%
13	40	8.3%
폐업	14	2.9%
제외/삭제/전출	8	1.7%
35	1	0.2%
na	1	0.2%

dtlstatenm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

영업중	404
폐업	70
전출	8
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8405797
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	404	83.6%
폐업	70	14.5%
전출	8	1.7%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	404	83.6%
폐업	70	14.5%
전출	8	1.7%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	130
Distinct (%)	27.3%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	389556.4

Minimum	373470.6
Maximum	401669
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	373470.6
5-th percentile	379272.62
Q1	385622.78
median	389097.8
Q3	393724.66
95-th percentile	398310.24
Maximum	401669
Range	28198.396
Interquartile range (IQR)	8101.8747

Descriptive statistics

Standard deviation	5889.8842
Coefficient of variation (CV)	0.015119465
Kurtosis	0.060102704
Mean	389556.4
Median Absolute Deviation (MAD)	4154.7931
Skewness	-0.31595114
Sum	1.858184 × 10⁸
Variance	34690736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	21	4.3%
388011.197829908	12	2.5%
387608.014165034	11	2.3%
385622.780457355	11	2.3%
387271.299492377	11	2.3%
396915.143441	10	2.1%
393952.264486105	10	2.1%
398310.243451	10	2.1%
394083.501537578	10	2.1%
387280.619672939	9	1.9%
Other values (120)	362	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
373470.60373869	7	1.4%
374253.112340712	7	1.4%
377557.995908	1	0.2%
378656.720935232	1	0.2%
379212.079721725	5	1.0%
379240.573215267	3	0.6%
379280.632039	2	0.4%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380509.783073762	7	1.4%

Value	Count	Frequency (%)
401669.0	6	1.2%
401646.70301259	3	0.6%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398757.078098629	1	0.2%
398628.503470003	2	0.4%
398330.516530402	2	0.4%
398310.243451	10	2.1%
398275.475596001	1	0.2%
398269.05154158	7	1.4%

y
Real number (ℝ)

MISSING

Distinct	130
Distinct (%)	27.3%
Missing	6
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	187420.6

Minimum	178757.42
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	178757.42
5-th percentile	179452.22
Q1	185310.71
median	187480.44
Q3	189911.43
95-th percentile	195491.52
Maximum	204621.66
Range	25864.232
Interquartile range (IQR)	4600.7252

Descriptive statistics

Standard deviation	5332.0888
Coefficient of variation (CV)	0.028449854
Kurtosis	1.7493435
Mean	187420.6
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.86176421
Sum	89399627
Variance	28431171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	21	4.3%
185310.70532509	12	2.5%
185703.079007724	11	2.3%
179452.224754792	11	2.3%
186099.137533193	11	2.3%
187480.443811	10	2.1%
187602.933160728	10	2.1%
188031.67198	10	2.1%
187707.586117775	10	2.1%
185679.050795793	9	1.9%
Other values (120)	362	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178757.423271048	7	1.4%
178872.461747926	1	0.2%
178919.583231221	7	1.4%
179411.189506548	1	0.2%
179452.224754792	11	2.3%
179597.592953541	6	1.2%
179823.23303496	4	0.8%
179885.813689	2	0.4%
179911.285409	5	1.0%
179919.437009	4	0.8%

Value	Count	Frequency (%)
204621.655738547	5	1.0%
204597.0	5	1.0%
204401.691446	6	1.2%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	1.7%
195029.489621392	1	0.2%
194992.355262	2	0.4%
194681.150958776	7	1.4%
194312.723690481	7	1.4%

lastmodts
Real number (ℝ)

Distinct	380
Distinct (%)	78.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0193272 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0220214 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0190315 × 10¹³
median	2.0210422 × 10¹³
Q3	2.0211216 × 10¹³
95-th percentile	2.0211224 × 10¹³
Maximum	2.0220214 × 10¹³
Range	1.9008693 × 10¹¹
Interquartile range (IQR)	2.090052 × 10¹⁰

Descriptive statistics

Standard deviation	3.4011534 × 10¹⁰
Coefficient of variation (CV)	0.0016843002
Kurtosis	7.0006703
Mean	2.0193272 × 10¹³
Median Absolute Deviation (MAD)	7.9991828 × 10⁸
Skewness	-2.5800347
Sum	9.7533506 × 10¹⁵
Variance	1.1567844 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20211220133307	6	1.2%
20190920121341	5	1.0%
20210421091411	5	1.0%
20211220133338	5	1.0%
20211216174849	5	1.0%
20211220161532	4	0.8%
20211217153628	4	0.8%
20030127161348	4	0.8%
20191017170859	4	0.8%
20211220133308	4	0.8%
Other values (370)	437	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20030127161348	4	0.8%
20040731102817	1	0.2%
20050416094533	1	0.2%
20070725150334	1	0.2%
20070725150429	1	0.2%
20070725183312	1	0.2%
20071231132808	1	0.2%
20080506140353	1	0.2%
20080627132446	1	0.2%
20090622134847	1	0.2%

Value	Count	Frequency (%)
20220214093110	2	0.4%
20220210155131	1	0.2%
20220210155101	1	0.2%
20220210154958	1	0.2%
20220210154840	1	0.2%
20220208175318	1	0.2%
20220208144638	1	0.2%
20220126114242	1	0.2%
20220126114036	1	0.2%
20220126113804	1	0.2%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
업태구분명	90

Length

Max length	5
Median length	4
Mean length	4.1863354
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
업태구분명	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
업태구분명	90	18.6%

sitetel
Categorical

Distinct	40
Distinct (%)	8.3%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

051-123-1234	192
<NA>	77
전화번호	50
910-1411	12
810-3941	11
Other values (35)	141

Length

Max length	13
Median length	12
Mean length	9.679089
Min length	4

Unique

Unique	12 ?
Unique (%)	2.5%

Sample

1st row	051-123-1234
2nd row	070-7438-5100
3rd row	070-7438-5100
4th row	070-7438-5100
5th row	051-123-1234

Common Values

Value	Count	Frequency (%)
051-123-1234	192	39.8%
<NA>	77	15.9%
전화번호	50	10.4%
910-1411	12	2.5%
810-3941	11	2.3%
070-7495-8542	11	2.3%
051-366-2200	9	1.9%
051-745-2883	8	1.7%
070-7465-3972	7	1.4%
051-581-5950	7	1.4%
Other values (30)	99	20.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	192	39.8%
na	77	15.9%
전화번호	50	10.4%
910-1411	12	2.5%
810-3941	11	2.3%
070-7495-8542	11	2.3%
051-366-2200	9	1.9%
051-745-2883	8	1.7%
364-0480	7	1.4%
051-507-0202	7	1.4%
Other values (30)	99	20.5%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	286
문화시설	88
건물용도명	80
근린생활시설	13
유통시설	9
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1925466
Min length	2

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	286	59.2%
문화시설	88	18.2%
건물용도명	80	16.6%
근린생활시설	13	2.7%
유통시설	9	1.9%
호텔	6	1.2%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	286	59.2%
문화시설	88	18.2%
건물용도명	80	16.6%
근린생활시설	13	2.7%
유통시설	9	1.9%
호텔	6	1.2%
사무실	1	0.2%

perplaformsenm
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

영화관	294
<NA>	112
공연장형태구분명	73
자동차극장	4

Length

Max length	8
Median length	3
Mean length	4.0041408
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화관	294	60.9%
<NA>	112	23.2%
공연장형태구분명	73	15.1%
자동차극장	4	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	294	60.9%
na	112	23.2%
공연장형태구분명	73	15.1%
자동차극장	4	0.8%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
기존게임업외업종명	90

Length

Max length	9
Median length	4
Mean length	4.931677
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
기존게임업외업종명	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
기존게임업외업종명	90	18.6%

noroomcnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	349
0	68
노래방실수	66

Length

Max length	5
Median length	4
Mean length	3.7142857
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	349	72.3%
0	68	14.1%
노래방실수	66	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	349	72.3%
0	68	14.1%
노래방실수	66	13.7%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	202
영화상영관	196
문화사업자구분명	85

Length

Max length	8
Median length	5
Mean length	5.1097308
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	202	41.8%
영화상영관	196	40.6%
문화사업자구분명	85	17.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	202	41.8%
영화상영관	196	40.6%
문화사업자구분명	85	17.6%

culphyedcobnm
Categorical

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

영화상영관	302
영화제작업	120
영화배급업	31
영화상영업	22
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	302	62.5%
영화제작업	120	24.8%
영화배급업	31	6.4%
영화상영업	22	4.6%
영화수입업	8	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	302	62.5%
영화제작업	120	24.8%
영화배급업	31	6.4%
영화상영업	22	4.6%
영화수입업	8	1.7%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
방	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
방	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
방	90	18.6%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
비디오재생기명	90

Length

Max length	7
Median length	4
Mean length	4.5590062
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
비디오재생기명	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
비디오재생기명	90	18.6%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
비	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
비	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
비	90	18.6%

emexyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
비	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
비	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
비	90	18.6%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
소	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
소	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
소	90	18.6%

facilar
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	343
0	68
시설면적	66
1578.8	4
147.46	1

Length

Max length	6
Median length	4
Mean length	3.6004141
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	343	71.0%
0	68	14.1%
시설면적	66	13.7%
1578.8	4	0.8%
147.46	1	0.2%
181.3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	343	71.0%
0	68	14.1%
시설면적	66	13.7%
1578.8	4	0.8%
147.46	1	0.2%
181.3	1	0.2%

soundfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
음	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
음	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
음	90	18.6%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
자	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
자	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
자	90	18.6%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
제공게임물명	90

Length

Max length	6
Median length	4
Mean length	4.3726708
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
제공게임물명	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
제공게임물명	90	18.6%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
제작취급품목내용	90

Length

Max length	8
Median length	4
Mean length	4.7453416
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
제작취급품목내용	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
제작취급품목내용	90	18.6%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
조	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
조	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
조	90	18.6%

lghtfacilinillu
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	349
0	68
조명시설조도	66

Length

Max length	6
Median length	4
Mean length	3.8509317
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	349	72.3%
0	68	14.1%
조명시설조도	66	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	349	72.3%
0	68	14.1%
조명시설조도	66	13.7%

nearenvnm
Categorical

Distinct	6
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	338
주변환경명	84
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.2256729
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	338	70.0%
주변환경명	84	17.4%
기타	32	6.6%
유흥업소밀집지역	18	3.7%
아파트지역	9	1.9%
학교정화(상대)	2	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	338	70.0%
주변환경명	84	17.4%
기타	32	6.6%
유흥업소밀집지역	18	3.7%
아파트지역	9	1.9%
학교정화(상대	2	0.4%

jisgnumlay
Categorical

Distinct	23
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	149
지상층수	56
10	43
0	31
7	28
Other values (18)	176

Length

Max length	4
Median length	2
Mean length	2.5424431
Min length	1

Unique

Unique	4 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	149	30.8%
지상층수	56	11.6%
10	43	8.9%
0	31	6.4%
7	28	5.8%
9	27	5.6%
5	20	4.1%
8	19	3.9%
42	17	3.5%
13	15	3.1%
Other values (13)	78	16.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	149	30.8%
지상층수	56	11.6%
10	43	8.9%
0	31	6.4%
7	28	5.8%
9	27	5.6%
5	20	4.1%
8	19	3.9%
42	17	3.5%
13	15	3.1%
Other values (13)	78	16.1%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	325
지역구분명	83
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.378882
Min length	4

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	325	67.3%
지역구분명	83	17.2%
일반상업지역	30	6.2%
상업지역	16	3.3%
중심상업지역	12	2.5%
녹지지역	8	1.7%
일반주거지역	4	0.8%
근린상업지역	3	0.6%
주거지역	1	0.2%
일반공업지역	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	325	67.3%
지역구분명	83	17.2%
일반상업지역	30	6.2%
상업지역	16	3.3%
중심상업지역	12	2.5%
녹지지역	8	1.7%
일반주거지역	4	0.8%
근린상업지역	3	0.6%
주거지역	1	0.2%
일반공업지역	1	0.2%

undernumlay
Categorical

Distinct	12
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	157
5	65
지하층수	57
2	53
1	35
Other values (7)	116

Length

Max length	4
Median length	1
Mean length	2.3333333
Min length	1

Unique

Unique	2 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	157	32.5%
5	65	13.5%
지하층수	57	11.8%
2	53	11.0%
1	35	7.2%
0	31	6.4%
3	24	5.0%
4	21	4.3%
6	20	4.1%
8	18	3.7%
Other values (2)	2	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	157	32.5%
5	65	13.5%
지하층수	57	11.8%
2	53	11.0%
1	35	7.2%
0	31	6.4%
3	24	5.0%
4	21	4.3%
6	20	4.1%
8	18	3.7%
Other values (2)	2	0.4%

bgroomcnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	349
0	68
청소년실수	66

Length

Max length	5
Median length	4
Mean length	3.7142857
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	349	72.3%
0	68	14.1%
청소년실수	66	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	349	72.3%
0	68	14.1%
청소년실수	66	13.7%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
청	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
청	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
청	90	18.6%

totgasyscnt
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	349
0	68
총게임기수	66

Length

Max length	5
Median length	4
Mean length	3.7142857
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	349	72.3%
0	68	14.1%
총게임기수	66	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	349	72.3%
0	68	14.1%
총게임기수	66	13.7%

totnumlay
Categorical

Distinct	20
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	235
총층수	59
0	37
10	20
12	13
Other values (15)	119

Length

Max length	4
Median length	3
Mean length	2.9503106
Min length	1

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	235	48.7%
총층수	59	12.2%
0	37	7.7%
10	20	4.1%
12	13	2.7%
6	12	2.5%
11	12	2.5%
9	12	2.5%
18	11	2.3%
19	10	2.1%
Other values (10)	62	12.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	235	48.7%
총층수	59	12.2%
0	37	7.7%
10	20	4.1%
12	13	2.7%
6	12	2.5%
11	12	2.5%
9	12	2.5%
18	11	2.3%
19	10	2.1%
Other values (10)	62	12.8%

frstregts
Real number (ℝ)

Distinct	160
Distinct (%)	33.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20121333

Minimum	19451015
Maximum	20220208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000529
Q1	20060768
median	20151020
Q3	20200103
95-th percentile	20211209
Maximum	20220208
Range	769193
Interquartile range (IQR)	139335

Descriptive statistics

Standard deviation	89645.197
Coefficient of variation (CV)	0.0044552314
Kurtosis	8.437254
Mean	20121333
Median Absolute Deviation (MAD)	59702
Skewness	-1.7767152
Sum	9.7186041 × 10⁹
Variance	8.0362613 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.5%
20190315	12	2.5%
20211215	12	2.5%
20010609	11	2.3%
20140822	11	2.3%
20050307	10	2.1%
20210615	10	2.1%
20071204	10	2.1%
20021112	10	2.1%
20090302	10	2.1%
Other values (150)	375	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19451015	1	0.2%
19591023	1	0.2%
19690925	1	0.2%
19820125	1	0.2%
19910826	1	0.2%
19930814	2	0.4%
19970308	1	0.2%
19980307	1	0.2%
19980319	1	0.2%
19980623	1	0.2%

Value	Count	Frequency (%)
20220208	1	0.2%
20220125	2	0.4%
20220119	1	0.2%
20220114	2	0.4%
20211231	2	0.4%
20211230	1	0.2%
20211224	2	0.4%
20211215	12	2.5%
20211210	2	0.4%
20211203	4	0.8%

pasgbreth
Categorical

Distinct	19
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	216
1	103
통로너비	60
0	59
1.5	12
Other values (14)	33

Length

Max length	4
Median length	4
Mean length	2.9358178
Min length	1

Unique

Unique	8 ?
Unique (%)	1.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	216	44.7%
1	103	21.3%
통로너비	60	12.4%
0	59	12.2%
1.5	12	2.5%
1.2	7	1.4%
1.45	5	1.0%
1.3	4	0.8%
1.15	4	0.8%
1.7	3	0.6%
Other values (9)	10	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	216	44.7%
1	103	21.3%
통로너비	60	12.4%
0	59	12.2%
1.5	12	2.5%
1.2	7	1.4%
1.45	5	1.0%
1.3	4	0.8%
1.15	4	0.8%
1.7	3	0.6%
Other values (9)	10	2.1%

speclghtyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
특	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
특	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
특	90	18.6%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
편	90

Length

Max length	4
Median length	4
Mean length	3.4409938
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
편	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
편	90	18.6%

actlnm
Categorical

Distinct	2
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

<NA>	393
품목명	90

Length

Max length	4
Median length	4
Mean length	3.8136646
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	393	81.4%
품목명	90	18.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	393	81.4%
품목명	90	18.6%

last_load_dttm
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

2022-03-01 05:20:03	483

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2022-03-01 05:20:03	483	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-03-01	483	50.0%
05:20:03	483	50.0%

First rows
Last rows

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngsrvnm	perplaformsenm	bfgameocptectcobnm	noroomcnt	culwrkrsenm	culphyedcobnm	souarfacilyn	vdoretornm	emerstairyn	emexyn	firefacilyn	facilar	soundfacilyn	autochaairyn	prvdgathinnm	mnfactreartclcn	lghtfacilyn	lghtfacilinillu	nearenvnm	jisgnumlay	regnsenm	undernumlay	bgroomcnt	bgroomyn	totgasyscnt	totnumlay	frstregts	pasgbreth	speclghtyn	cnvefacilyn	actlnm	last_load_dttm
0	1	3250000	CDFF4220002005000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	국도극장 예술관	600805	부산광역시 중구 부평동1가 45-9번지	48947	부산광역시 중구 중구로 13 (부평동1가)	20050415	20080501	<NA>	<NA>	<NA>	03	폐업	384872.100538	179957.089237	20080506140353	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	4	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20050415	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
1	2	3250000	CDFF4220002017000003	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제3관	<NA>	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20211220135303	<NA>	070-7438-5100	<NA>	영화관	<NA>	<NA>	<NA>	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	상업지역	4	<NA>	<NA>	<NA>	<NA>	20170309	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
2	3	3250000	CDFF4220002017000006	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제6관	<NA>	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	384985.448098	179597.592954	20211220135540	<NA>	070-7438-5100	<NA>	영화관	<NA>	<NA>	<NA>	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	상업지역	4	<NA>	<NA>	<NA>	<NA>	20170309	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
3	4	3250000	CDFF4220002017000005	03_13_02_P	U	2021-12-22 02:40:00.0	영화상영관	롯데시네마 대영 제5관	지번우편번호	부산광역시 중구 남포동5가 12-1	48953	부산광역시 중구 비프광장로 37, 6층 (남포동5가)	20170309	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	384985.448098	179597.592954	20211220135431	업태구분명	070-7438-5100	건물용도명	영화관	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영관	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	6	상업지역	4	청소년실수	청	총게임기수	총층수	20170309	통로너비	특	편	품목명	2022-03-01 05:20:03
4	5	3250000	CDFF4220001982000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 1관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19820125	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102116	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19820125	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
5	6	3250000	CDFF4220001993000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 2관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621102237	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
6	7	3250000	CDFF4220001993000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	메가박스 부산극장 3관	<NA>	부산광역시 중구 남포동5가 18-1번지	48947	부산광역시 중구 비프광장로 36 (남포동5가)	19930814	<NA>	<NA>	<NA>	<NA>	13	영업중	384992.283249	179919.437009	20180621103110	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	1	<NA>	<NA>	<NA>	<NA>	19930814	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
7	8	3250000	CDFF4220001998000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	삼보극장	600807	부산광역시 중구 부평동2가 56번지	48947	<NA>	19980307	20070725	<NA>	<NA>	<NA>	03	폐업	<NA>	<NA>	20070725183312	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	19980307	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
8	9	3250000	CDFF4220001999000001	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 1관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104121	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	10	19990716	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
9	10	3250000	CDFF4220001999000002	03_13_02_P	I	2018-08-31 23:59:59.0	<NA>	대영시네마 2관	<NA>	부산광역시 중구 남포동5가 12-1번지	48953	부산광역시 중구 비프광장로 37 (남포동5가)	19990716	20160617	<NA>	<NA>	<NA>	03	폐업	385057.258081	179919.488084	20160617104156	<NA>	051-123-1234	<NA>	영화관	<NA>	<NA>	영화상영관	영화상영관	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	6	<NA>	4	<NA>	<NA>	<NA>	<NA>	19990716	<NA>	<NA>	<NA>	<NA>	2022-03-01 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
473	3016	3400000	CDFF5211012021000001	03_13_05_P	I	2021-03-31 00:22:59.0	영화제작업	필름상가509호	지번우편번호	부산광역시 기장군 기장읍 대라리 1000 월가 아델리스 아파트 304호	46067	부산광역시 기장군 기장읍 차성남로 23, 304호 (월가 아델리스 아파트)	20210329	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	401170.585262	195833.199326	20210329113916	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210329	통로너비	특	편	품목명	2022-03-01 05:20:03
474	3017	3380000	CDFF5211012021000002	03_13_05_P	I	2021-04-01 00:22:58.0	영화제작업	탄탄필름	지번우편번호	부산광역시 수영구 광안동 158-28 광안그린빌라 501호	48296	부산광역시 수영구 광안로49번길 40, 501호 (광안동, 광안그린빌라)	20210330	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	392991.646291	186220.250018	20210330103227	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210330	통로너비	특	편	품목명	2022-03-01 05:20:03
475	3018	3330000	CDFF5211012021000004	03_13_05_P	U	2021-04-29 02:40:00.0	영화제작업	공감	지번우편번호	부산광역시 해운대구 우동 1466-2 영상산업센터 902호	48058	부산광역시 해운대구 센텀서로 39, 영상산업센터 902호 (우동)	20210405	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393674.032956	187973.297243	20210427092012	업태구분명	070-4407-6252	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화제작업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210405	통로너비	특	편	품목명	2022-03-01 05:20:03
476	3019	3360000	CDFF5211042021000001	03_13_03_P	U	2021-06-13 02:40:00.0	영화상영업	롯데시네마 부산 명지점	지번우편번호	부산광역시 강서구 명지동 3432-3	46726	부산광역시 강서구 명지국제6로 107, 부산명지 대방디엠시티 센텀오션 2차 2층 (명지동)	20210512	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	374253.112341	178757.423271	20210611144411	업태구분명	070-4159-8881	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210512	통로너비	특	편	품목명	2022-03-01 05:20:03
477	3020	3330000	CDFF5211032021000003	03_13_01_P	I	2021-05-15 00:22:56.0	영화배급업	주식회사 엠앤미디어	지번우편번호	부산광역시 해운대구 우동 1466-1 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 140, 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩 (우동)	20210513	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	393573.517297	188018.687138	20210513125315	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화배급업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210513	통로너비	특	편	품목명	2022-03-01 05:20:03
478	3021	3330000	CDFF5211012021000005	03_13_05_P	I	2021-05-15 00:22:56.0	영화제작업	주식회사 엠앤미디어	<NA>	부산광역시 해운대구 우동 1466-1 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩	48058	부산광역시 해운대구 수영강변대로 140, 부산문화콘텐츠컴플렉스 5층 부산콘텐츠코리아랩 (우동)	20210513	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	393573.517297	188018.687138	20210513125158	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20210513	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
479	3022	3250000	CDFF5211022021000001	03_13_04_P	I	2021-05-15 00:22:56.0	영화수입업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513163139	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화수입업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
480	3023	3250000	CDFF5211032021000001	03_13_01_P	I	2021-05-15 00:22:56.0	영화배급업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513163400	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화배급업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
481	3024	3250000	CDFF5211012021000002	03_13_05_P	I	2021-05-15 00:22:56.0	영화제작업	주식회사 라라아비스	<NA>	부산광역시 중구 신창동1가 8-2	48948	부산광역시 중구 광복중앙로 13, 4층 6호 (신창동1가)	20161013	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	385096.938581	179823.233035	20210513162803	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	영화제작업	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	20161013	<NA>	<NA>	<NA>	<NA>	2022-03-01 05:20:03
482	3025	3290000	CDFF5211042021000001	03_13_03_P	U	2021-09-19 02:40:00.0	영화상영업	삼정프라퍼티 주식회사	지번우편번호	부산광역시 부산진구 부전동 227-2 삼정타워	47296	부산광역시 부산진구 중앙대로 672, 삼정타워 11층 (부전동)	20210521	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	387608.014165	185703.079008	20210917145721	업태구분명	051-520-3766	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210521	통로너비	특	편	품목명	2022-03-01 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

Open Punctuation

Close 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