gimi9 Pandas Profiling

Dataset statistics

Number of variables	56
Number of observations	424
Missing cells	33
Missing cells (%)	0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	188.5 KiB
Average record size in memory	455.3 B

Variable types

Numeric	7
Text	5
Categorical	43
DateTime	1

Dataset

Description	2021-06-01
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 (75.5%)	Imbalance
`dcbymd` is highly imbalanced (64.7%)	Imbalance
`dtlstatenm` is highly imbalanced (66.4%)	Imbalance
`sitetel` is highly imbalanced (59.8%)	Imbalance
`facilar` is highly imbalanced (72.8%)	Imbalance
`nearenvnm` is highly imbalanced (50.1%)	Imbalance
`regnsenm` is highly imbalanced (53.3%)	Imbalance
`pasgbreth` is highly imbalanced (52.0%)	Imbalance
`rdnpostno` has 15 (3.5%) 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 11:40:34.902759
Analysis finished	2024-04-16 11:40:35.706359
Duration	0.8 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	424
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	698.92689

Minimum	1
Maximum	3031
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	1
5-th percentile	22.15
Q1	106.75
median	212.5
Q3	1195.75
95-th percentile	2957.55
Maximum	3031
Range	3030
Interquartile range (IQR)	1089

Descriptive statistics

Standard deviation	910.50128
Coefficient of variation (CV)	1.3027132
Kurtosis	0.65322109
Mean	698.92689
Median Absolute Deviation (MAD)	148
Skewness	1.4103841
Sum	296345
Variance	829012.57
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
779	1	0.2%
705	1	0.2%
692	1	0.2%
690	1	0.2%
688	1	0.2%
582	1	0.2%
572	1	0.2%
564	1	0.2%
556	1	0.2%
Other values (414)	414	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
3031	1	0.2%
3030	1	0.2%
3029	1	0.2%
3028	1	0.2%
3027	1	0.2%
3026	1	0.2%
3025	1	0.2%
3024	1	0.2%
3023	1	0.2%
3022	1	0.2%

opnsfteamcode
Real number (ℝ)

Distinct	15
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3318514.2

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	41002.909
Coefficient of variation (CV)	0.012355804
Kurtosis	-0.41485902
Mean	3318514.2
Median Absolute Deviation (MAD)	30000
Skewness	0.11888942
Sum	1.40705 × 10⁹
Variance	1.6812386 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
3330000	120	28.3%
3290000	75	17.7%
3250000	56	13.2%
3350000	26	6.1%
3300000	25	5.9%
3400000	24	5.7%
3320000	21	5.0%
3310000	19	4.5%
3390000	15	3.5%
3380000	14	3.3%
Other values (5)	29	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	56	13.2%
3260000	1	0.2%
3270000	5	1.2%
3290000	75	17.7%
3300000	25	5.9%
3310000	19	4.5%
3320000	21	5.0%
3330000	120	28.3%
3340000	13	3.1%
3350000	26	6.1%

Value	Count	Frequency (%)
3400000	24	5.7%
3390000	15	3.5%
3380000	14	3.3%
3370000	9	2.1%
3360000	1	0.2%
3350000	26	6.1%
3340000	13	3.1%
3330000	120	28.3%
3320000	21	5.0%
3310000	19	4.5%

mgtno
Text

Distinct	233
Distinct (%)	55.0%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

Length

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

Characters and Unicode

Total characters	8480
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	141 ?
Unique (%)	33.3%

Sample

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

Value	Count	Frequency (%)
cdff5211012020000001	18	4.2%
cdff5211012019000001	12	2.8%
cdff5211012020000002	9	2.1%
cdff5211032019000001	8	1.9%
cdff5211032020000001	8	1.9%
cdff5211012021000001	6	1.4%
cdff5211042019000001	6	1.4%
cdff5211042021000001	5	1.2%
cdff5211042020000001	4	0.9%
cdff4220002007000001	4	0.9%
Other values (223)	344	81.1%

Most occurring characters

Value	Count	Frequency (%)
0	3753	44.3%
2	1280	15.1%
F	848	10.0%
1	766	9.0%
C	424	5.0%
D	424	5.0%
4	367	4.3%
5	204	2.4%
9	132	1.6%
7	82	1.0%
Other values (3)	200	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6784	80.0%
Uppercase Letter	1696	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3753	55.3%
2	1280	18.9%
1	766	11.3%
4	367	5.4%
5	204	3.0%
9	132	1.9%
7	82	1.2%
3	81	1.2%
6	62	0.9%
8	57	0.8%

Uppercase Letter

Value	Count	Frequency (%)
F	848	50.0%
C	424	25.0%
D	424	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6784	80.0%
Latin	1696	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3753	55.3%
2	1280	18.9%
1	766	11.3%
4	367	5.4%
5	204	3.0%
9	132	1.9%
7	82	1.2%
3	81	1.2%
6	62	0.9%
8	57	0.8%

Latin

Value	Count	Frequency (%)
F	848	50.0%
C	424	25.0%
D	424	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3753	44.3%
2	1280	15.1%
F	848	10.0%
1	766	9.0%
C	424	5.0%
D	424	5.0%
4	367	4.3%
5	204	2.4%
9	132	1.6%
7	82	1.0%
Other values (3)	200	2.4%

opnsvcid
Categorical

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

03_13_02_P	283
03_13_05_P	90
03_13_01_P	26
03_13_03_P	18
03_13_04_P	7

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	283	66.7%
03_13_05_P	90	21.2%
03_13_01_P	26	6.1%
03_13_03_P	18	4.2%
03_13_04_P	7	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03_13_02_p	283	66.7%
03_13_05_p	90	21.2%
03_13_01_p	26	6.1%
03_13_03_p	18	4.2%
03_13_04_p	7	1.7%

updategbn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

I	285
U	139

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	285	67.2%
U	139	32.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	285	67.2%
u	139	32.8%

updatedt
Date

Distinct	93
Distinct (%)	21.9%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

Minimum	2018-08-31 23:59:59
Maximum	2021-05-30 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	174
영화상영관	109
영화제작업	90
영화배급업	26
영화상영업	18

Length

Max length	5
Median length	5
Mean length	4.5896226
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	41.0%
영화상영관	109	25.7%
영화제작업	90	21.2%
영화배급업	26	6.1%
영화상영업	18	4.2%
영화수입업	7	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	174	41.0%
영화상영관	109	25.7%
영화제작업	90	21.2%
영화배급업	26	6.1%
영화상영업	18	4.2%
영화수입업	7	1.7%

bplcnm
Text

Distinct	357
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

Length

Max length	28
Median length	19
Mean length	10.863208
Min length	2

Characters and Unicode

Total characters	4606
Distinct characters	250
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	327 ?
Unique (%)	77.1%

Sample

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

Value	Count	Frequency (%)
롯데시네마	86	9.2%
메가박스	48	5.1%
cgv	41	4.4%
주식회사	36	3.9%
해운대	26	2.8%
서면	20	2.1%
센텀시티	19	2.0%
제3관	15	1.6%
정관	15	1.6%
제2관	14	1.5%
Other values (217)	613	65.7%

Most occurring characters

Value	Count	Frequency (%)
	511	11.1%
관	311	6.8%
시	153	3.3%
제	143	3.1%
네	133	2.9%
마	122	2.6%
스	110	2.4%
데	101	2.2%
롯	101	2.2%
C	101	2.2%
Other values (240)	2820	61.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3227	70.1%
Space Separator	511	11.1%
Uppercase Letter	392	8.5%
Decimal Number	261	5.7%
Close Punctuation	91	2.0%
Open Punctuation	91	2.0%
Lowercase Letter	20	0.4%
Other Punctuation	12	0.3%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
관	311	9.6%
시	153	4.7%
제	143	4.4%
네	133	4.1%
마	122	3.8%
스	110	3.4%
데	101	3.1%
롯	101	3.1%
주	95	2.9%
대	79	2.4%
Other values (193)	1879	58.2%

Uppercase Letter

Value	Count	Frequency (%)
C	101	25.8%
G	83	21.2%
V	82	20.9%
N	20	5.1%
E	11	2.8%
M	10	2.6%
A	9	2.3%
U	8	2.0%
O	8	2.0%
T	7	1.8%
Other values (12)	53	13.5%

Decimal Number

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

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 (%)
)	90	98.9%
]	1	1.1%

Open Punctuation

Value	Count	Frequency (%)
(	90	98.9%
[	1	1.1%

Other Punctuation

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

Space Separator

Value	Count	Frequency (%)
	511	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3227	70.1%
Common	967	21.0%
Latin	412	8.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
관	311	9.6%
시	153	4.7%
제	143	4.4%
네	133	4.1%
마	122	3.8%
스	110	3.4%
데	101	3.1%
롯	101	3.1%
주	95	2.9%
대	79	2.4%
Other values (193)	1879	58.2%

Latin

Value	Count	Frequency (%)
C	101	24.5%
G	83	20.1%
V	82	19.9%
N	20	4.9%
E	11	2.7%
M	10	2.4%
A	9	2.2%
U	8	1.9%
O	8	1.9%
T	7	1.7%
Other values (19)	73	17.7%

Common

Value	Count	Frequency (%)
	511	52.8%
)	90	9.3%
(	90	9.3%
1	44	4.6%
2	35	3.6%
4	33	3.4%
3	31	3.2%
6	30	3.1%
5	29	3.0%
7	24	2.5%
Other values (8)	50	5.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3227	70.1%
ASCII	1379	29.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	511	37.1%
C	101	7.3%
)	90	6.5%
(	90	6.5%
G	83	6.0%
V	82	5.9%
1	44	3.2%
2	35	2.5%
4	33	2.4%
3	31	2.2%
Other values (37)	279	20.2%

Hangul

Value	Count	Frequency (%)
관	311	9.6%
시	153	4.7%
제	143	4.4%
네	133	4.1%
마	122	3.8%
스	110	3.4%
데	101	3.1%
롯	101	3.1%
주	95	2.9%
대	79	2.4%
Other values (193)	1879	58.2%

sitepostno
Categorical

IMBALANCE

Distinct	16
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	354
지번우편번호	48
614845	4
600805	3
601060	3
Other values (11)	12

Length

Max length	6
Median length	4
Mean length	4.3301887
Min length	4

Unique

Unique	10 ?
Unique (%)	2.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	354	83.5%
지번우편번호	48	11.3%
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	354	83.5%
지번우편번호	48	11.3%
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	139
Distinct (%)	32.8%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

Length

Max length	46
Median length	38
Mean length	27.183962
Min length	18

Characters and Unicode

Total characters	11526
Distinct characters	227
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	70 ?
Unique (%)	16.5%

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	424	20.1%
해운대구	120	5.7%
우동	92	4.4%
부산진구	75	3.5%
중구	56	2.7%
부전동	47	2.2%
전포동	27	1.3%
금정구	26	1.2%
동래구	25	1.2%
기장군	24	1.1%
Other values (310)	1197	56.6%

Most occurring characters

Value	Count	Frequency (%)
	2068	17.9%
부	589	5.1%
산	548	4.8%
1	477	4.1%
시	461	4.0%
동	454	3.9%
광	428	3.7%
역	424	3.7%
구	401	3.5%
-	355	3.1%
Other values (217)	5321	46.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6752	58.6%
Decimal Number	2147	18.6%
Space Separator	2068	17.9%
Dash Punctuation	355	3.1%
Uppercase Letter	132	1.1%
Other Punctuation	27	0.2%
Lowercase Letter	15	0.1%
Open Punctuation	12	0.1%
Close Punctuation	12	0.1%
Math Symbol	6	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	589	8.7%
산	548	8.1%
시	461	6.8%
동	454	6.7%
광	428	6.3%
역	424	6.3%
구	401	5.9%
지	303	4.5%
번	288	4.3%
대	158	2.3%
Other values (182)	2698	40.0%

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	477	22.2%
2	307	14.3%
5	224	10.4%
6	214	10.0%
4	188	8.8%
0	183	8.5%
7	161	7.5%
8	158	7.4%
3	120	5.6%
9	115	5.4%

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 (%)
,	18	66.7%
&	9	33.3%

Space Separator

Value	Count	Frequency (%)
	2068	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	355	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6752	58.6%
Common	4627	40.1%
Latin	147	1.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	589	8.7%
산	548	8.1%
시	461	6.8%
동	454	6.7%
광	428	6.3%
역	424	6.3%
구	401	5.9%
지	303	4.5%
번	288	4.3%
대	158	2.3%
Other values (182)	2698	40.0%

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%

Common

Value	Count	Frequency (%)
	2068	44.7%
1	477	10.3%
-	355	7.7%
2	307	6.6%
5	224	4.8%
6	214	4.6%
4	188	4.1%
0	183	4.0%
7	161	3.5%
8	158	3.4%
Other values (7)	292	6.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6752	58.6%
ASCII	4774	41.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2068	43.3%
1	477	10.0%
-	355	7.4%
2	307	6.4%
5	224	4.7%
6	214	4.5%
4	188	3.9%
0	183	3.8%
7	161	3.4%
8	158	3.3%
Other values (25)	439	9.2%

Hangul

Value	Count	Frequency (%)
부	589	8.7%
산	548	8.1%
시	461	6.8%
동	454	6.7%
광	428	6.3%
역	424	6.3%
구	401	5.9%
지	303	4.5%
번	288	4.3%
대	158	2.3%
Other values (182)	2698	40.0%

rdnpostno
Text

MISSING

Distinct	78
Distinct (%)	19.1%
Missing	15
Missing (%)	3.5%
Memory size	3.4 KiB

Length

Max length	7
Median length	5
Mean length	5.00489
Min length	5

Characters and Unicode

Total characters	2047
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	9.3%

Sample

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

Value	Count	Frequency (%)
48947	60	14.7%
48058	42	10.3%
48953	20	4.9%
48059	17	4.2%
47296	16	3.9%
47299	12	2.9%
48944	11	2.7%
47285	11	2.7%
47710	10	2.4%
48948	10	2.4%
Other values (68)	200	48.9%

Most occurring characters

Value	Count	Frequency (%)
4	551	26.9%
8	354	17.3%
9	244	11.9%
7	211	10.3%
5	156	7.6%
0	148	7.2%
2	124	6.1%
6	114	5.6%
1	74	3.6%
3	64	3.1%
Other values (7)	7	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2040	99.7%
Other Letter	7	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	551	27.0%
8	354	17.4%
9	244	12.0%
7	211	10.3%
5	156	7.6%
0	148	7.3%
2	124	6.1%
6	114	5.6%
1	74	3.6%
3	64	3.1%

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	2040	99.7%
Hangul	7	0.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	551	27.0%
8	354	17.4%
9	244	12.0%
7	211	10.3%
5	156	7.6%
0	148	7.3%
2	124	6.1%
6	114	5.6%
1	74	3.6%
3	64	3.1%

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	2040	99.7%
Hangul	7	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	551	27.0%
8	354	17.4%
9	244	12.0%
7	211	10.3%
5	156	7.6%
0	148	7.3%
2	124	6.1%
6	114	5.6%
1	74	3.6%
3	64	3.1%

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	135
Distinct (%)	32.3%
Missing	6
Missing (%)	1.4%
Memory size	3.4 KiB

Length

Max length	53
Median length	48
Mean length	32.425837
Min length	22

Characters and Unicode

Total characters	13554
Distinct characters	261
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	67 ?
Unique (%)	16.0%

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	418	15.9%
해운대구	120	4.6%
우동	82	3.1%
부산진구	75	2.9%
중구	53	2.0%
중앙대로	50	1.9%
부전동	47	1.8%
해운대로	44	1.7%
6층	35	1.3%
39	34	1.3%
Other values (379)	1671	63.6%

Most occurring characters

Value	Count	Frequency (%)
	2236	16.5%
부	601	4.4%
산	555	4.1%
동	516	3.8%
광	468	3.5%
시	460	3.4%
역	418	3.1%
로	418	3.1%
(	410	3.0%
)	410	3.0%
Other values (251)	7062	52.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8082	59.6%
Space Separator	2236	16.5%
Decimal Number	1874	13.8%
Open Punctuation	411	3.0%
Close Punctuation	411	3.0%
Other Punctuation	364	2.7%
Uppercase Letter	135	1.0%
Dash Punctuation	19	0.1%
Lowercase Letter	16	0.1%
Math Symbol	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	601	7.4%
산	555	6.9%
동	516	6.4%
광	468	5.8%
시	460	5.7%
역	418	5.2%
로	418	5.2%
구	402	5.0%
대	344	4.3%
운	192	2.4%
Other values (210)	3708	45.9%

Uppercase Letter

Value	Count	Frequency (%)
K	29	21.5%
S	19	14.1%
T	15	11.1%
B	11	8.1%
C	10	7.4%
H	10	7.4%
U	10	7.4%
G	9	6.7%
Y	9	6.7%
N	7	5.2%
Other values (3)	6	4.4%

Decimal Number

Value	Count	Frequency (%)
1	365	19.5%
2	251	13.4%
0	212	11.3%
3	197	10.5%
6	172	9.2%
5	158	8.4%
4	156	8.3%
7	148	7.9%
9	121	6.5%
8	94	5.0%

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 (%)
,	354	97.3%
&	9	2.5%
*	1	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	410	99.8%
[	1	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	410	99.8%
]	1	0.2%

Space Separator

Value	Count	Frequency (%)
	2236	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Math Symbol

Value	Count	Frequency (%)
~	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8082	59.6%
Common	5321	39.3%
Latin	151	1.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	601	7.4%
산	555	6.9%
동	516	6.4%
광	468	5.8%
시	460	5.7%
역	418	5.2%
로	418	5.2%
구	402	5.0%
대	344	4.3%
운	192	2.4%
Other values (210)	3708	45.9%

Latin

Value	Count	Frequency (%)
K	29	19.2%
S	19	12.6%
T	15	9.9%
B	11	7.3%
C	10	6.6%
H	10	6.6%
U	10	6.6%
G	9	6.0%
Y	9	6.0%
N	7	4.6%
Other values (11)	22	14.6%

Common

Value	Count	Frequency (%)
	2236	42.0%
(	410	7.7%
)	410	7.7%
1	365	6.9%
,	354	6.7%
2	251	4.7%
0	212	4.0%
3	197	3.7%
6	172	3.2%
5	158	3.0%
Other values (10)	556	10.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8082	59.6%
ASCII	5472	40.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2236	40.9%
(	410	7.5%
)	410	7.5%
1	365	6.7%
,	354	6.5%
2	251	4.6%
0	212	3.9%
3	197	3.6%
6	172	3.1%
5	158	2.9%
Other values (31)	707	12.9%

Hangul

Value	Count	Frequency (%)
부	601	7.4%
산	555	6.9%
동	516	6.4%
광	468	5.8%
시	460	5.7%
역	418	5.2%
로	418	5.2%
구	402	5.0%
대	344	4.3%
운	192	2.4%
Other values (210)	3708	45.9%

apvpermymd
Real number (ℝ)

Distinct	137
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20108536

Minimum	19451015
Maximum	20210527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000518
Q1	20050111
median	20110513
Q3	20190322
95-th percentile	20210119
Maximum	20210527
Range	759512
Interquartile range (IQR)	140211

Descriptive statistics

Standard deviation	89604.952
Coefficient of variation (CV)	0.0044560655
Kurtosis	8.8362316
Mean	20108536
Median Absolute Deviation (MAD)	79754
Skewness	-1.7481765
Sum	8.5260192 × 10⁹
Variance	8.0290474 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.8%
20190315	12	2.8%
20140822	11	2.6%
20010609	11	2.6%
20071204	10	2.4%
20090302	10	2.4%
20021112	10	2.4%
20050307	10	2.4%
20061023	9	2.1%
20200103	9	2.1%
Other values (127)	320	75.5%

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 (%)
20210527	1	0.2%
20210521	2	0.5%
20210513	2	0.5%
20210512	1	0.2%
20210405	1	0.2%
20210330	1	0.2%
20210329	1	0.2%
20210318	1	0.2%
20210317	1	0.2%
20210315	1	0.2%

dcbymd
Categorical

IMBALANCE

Distinct	30
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	312
폐업일자	47
20170315	10
20160617	8
20110616	8
Other values (25)	39

Length

Max length	8
Median length	4
Mean length	4.6132075
Min length	4

Unique

Unique	20 ?
Unique (%)	4.7%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	312	73.6%
폐업일자	47	11.1%
20170315	10	2.4%
20160617	8	1.9%
20110616	8	1.9%
20100806	7	1.7%
20001201	4	0.9%
20200921	3	0.7%
20070725	3	0.7%
20160913	2	0.5%
Other values (20)	20	4.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	312	73.6%
폐업일자	47	11.1%
20170315	10	2.4%
20160617	8	1.9%
20110616	8	1.9%
20100806	7	1.7%
20001201	4	0.9%
20200921	3	0.7%
20070725	3	0.7%
20160913	2	0.5%
Other values (20)	20	4.7%

clgstdt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
휴업시작일자	48

Length

Max length	6
Median length	4
Mean length	4.2264151
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
휴업시작일자	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
휴업시작일자	48	11.3%

clgenddt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
휴업종료일자	48

Length

Max length	6
Median length	4
Mean length	4.2264151
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
휴업종료일자	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
휴업종료일자	48	11.3%

ropnymd
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
재개업일자	48

Length

Max length	5
Median length	4
Mean length	4.1132075
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
재개업일자	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
재개업일자	48	11.3%

trdstatenm
Categorical

Distinct	7
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

영업/정상	240
13	117
03	56
폐업	7
제외/삭제/전출	2
Other values (2)	2

Length

Max length	8
Median length	5
Mean length	3.7311321
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	240	56.6%
13	117	27.6%
03	56	13.2%
폐업	7	1.7%
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	240	56.6%
13	117	27.6%
03	56	13.2%
폐업	7	1.7%
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	3.4 KiB

영업중	358
폐업	63
전출	2
직권말소	1

Length

Max length	4
Median length	3
Mean length	2.8490566
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	358	84.4%
폐업	63	14.9%
전출	2	0.5%
직권말소	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업중	358	84.4%
폐업	63	14.9%
전출	2	0.5%
직권말소	1	0.2%

x
Real number (ℝ)

MISSING

Distinct	111
Distinct (%)	26.6%
Missing	6
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	389986.03

Minimum	374253.11
Maximum	401646.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	374253.11
5-th percentile	380757.33
Q1	386284.62
median	389751.94
Q3	393828.35
95-th percentile	398310.24
Maximum	401646.7
Range	27393.591
Interquartile range (IQR)	7543.7301

Descriptive statistics

Standard deviation	5325.822
Coefficient of variation (CV)	0.013656443
Kurtosis	-0.51705342
Mean	389986.03
Median Absolute Deviation (MAD)	4076.4153
Skewness	-0.019849997
Sum	1.6301416 × 10⁸
Variance	28364380
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
393674.032955782	20	4.7%
387982.190387	14	3.3%
388011.197829908	12	2.8%
387608.014165034	11	2.6%
385622.780457355	11	2.6%
387443.214568	11	2.6%
396915.143441	10	2.4%
393952.264486105	10	2.4%
398310.243451	10	2.4%
394153.800755	10	2.4%
Other values (101)	299	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
374253.112340712	1	0.2%
377557.995908	1	0.2%
378656.720935232	1	0.2%
379212.079721725	5	1.2%
379240.573215267	3	0.7%
379280.632039	2	0.5%
379546.541691789	1	0.2%
379635.65262	1	0.2%
380625.391364589	6	1.4%
380780.612775	7	1.7%

Value	Count	Frequency (%)
401646.70301259	1	0.2%
401504.790177	6	1.4%
401170.585261685	1	0.2%
400819.975248202	1	0.2%
398628.503470003	2	0.5%
398341.802637	7	1.7%
398310.243451	10	2.4%
398275.475596001	1	0.2%
398242.150343638	2	0.5%
398035.0	5	1.2%

y
Real number (ℝ)

MISSING

Distinct	111
Distinct (%)	26.6%
Missing	6
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	187740.55

Minimum	178757.42
Maximum	204621.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	178757.42
5-th percentile	179823.23
Q1	185679.05
median	187480.44
Q3	189911.43
95-th percentile	195491.52
Maximum	204621.66
Range	25864.232
Interquartile range (IQR)	4232.3797

Descriptive statistics

Standard deviation	5410.2335
Coefficient of variation (CV)	0.028817607
Kurtosis	1.6734455
Mean	187740.55
Median Absolute Deviation (MAD)	2169.7385
Skewness	0.90147485
Sum	78475550
Variance	29270626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
187973.297243244	20	4.7%
186465.864259	14	3.3%
185310.70532509	12	2.8%
185703.079007724	11	2.6%
179452.224754792	11	2.6%
186484.775084	11	2.6%
187480.443811	10	2.4%
187602.933160728	10	2.4%
188031.67198	10	2.4%
188019.100861	10	2.4%
Other values (101)	299	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
178757.423271048	1	0.2%
178872.461747926	1	0.2%
179411.189506548	1	0.2%
179452.224754792	11	2.6%
179597.592953541	6	1.4%
179823.23303496	4	0.9%
179885.813689	2	0.5%
179911.285409	5	1.2%
179919.437009	4	0.9%
179919.488084	8	1.9%

Value	Count	Frequency (%)
204621.655738547	5	1.2%
204597.0	5	1.2%
204401.691446	6	1.4%
196220.454694204	1	0.2%
195833.199326362	1	0.2%
195491.519782	8	1.9%
194992.355262	2	0.5%
194681.150958776	7	1.7%
194622.201131	7	1.7%
194428.696617	7	1.7%

lastmodts
Real number (ℝ)

Distinct	357
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0183414 × 10¹³

Minimum	2.0030127 × 10¹³
Maximum	2.0210528 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	2.0030127 × 10¹³
5-th percentile	2.0110616 × 10¹³
Q1	2.0180611 × 10¹³
median	2.0190516 × 10¹³
Q3	2.0210202 × 10¹³
95-th percentile	2.0210513 × 10¹³
Maximum	2.0210528 × 10¹³
Range	1.8040101 × 10¹¹
Interquartile range (IQR)	2.9590948 × 10¹⁰

Descriptive statistics

Standard deviation	3.3240623 × 10¹⁰
Coefficient of variation (CV)	0.0016469277
Kurtosis	6.1422685
Mean	2.0183414 × 10¹³
Median Absolute Deviation (MAD)	1.0302017 × 10¹⁰
Skewness	-2.3237424
Sum	8.5577674 × 10¹⁵
Variance	1.104939 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20210524175645	6	1.4%
20210421091411	5	1.2%
20190920121341	5	1.2%
20191017170859	4	0.9%
20030127161348	4	0.9%
20200103203958	3	0.7%
20210312113406	3	0.7%
20210312113428	3	0.7%
20200921144254	3	0.7%
20200320175117	3	0.7%
Other values (347)	385	90.8%

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 (%)
20210528174225	2	0.5%
20210528141448	1	0.2%
20210527180832	1	0.2%
20210527132430	1	0.2%
20210527132354	1	0.2%
20210526110648	1	0.2%
20210526110538	1	0.2%
20210524175645	6	1.4%
20210524175644	2	0.5%
20210521093521	2	0.5%

uptaenm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
업태구분명	48

Length

Max length	5
Median length	4
Mean length	4.1132075
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
업태구분명	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
업태구분명	48	11.3%

sitetel
Categorical

IMBALANCE

Distinct	19
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

051-123-1234	308
<NA>	39
전화번호	19
910-1411	12
051-366-2200	9
Other values (14)	37

Length

Max length	13
Median length	12
Mean length	10.733491
Min length	4

Unique

Unique	8 ?
Unique (%)	1.9%

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	308	72.6%
<NA>	39	9.2%
전화번호	19	4.5%
910-1411	12	2.8%
051-366-2200	9	2.1%
051-745-2883	8	1.9%
364-0480	7	1.7%
051-626-0488	6	1.4%
051-507-5282	4	0.9%
051-520-3766	2	0.5%
Other values (9)	10	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
051-123-1234	308	72.6%
na	39	9.2%
전화번호	19	4.5%
910-1411	12	2.8%
051-366-2200	9	2.1%
051-745-2883	8	1.9%
364-0480	7	1.7%
051-626-0488	6	1.4%
051-507-5282	4	0.9%
051-805-0416	2	0.5%
Other values (9)	10	2.4%

bdngsrvnm
Categorical

Distinct	7
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	275
문화시설	82
건물용도명	44
유통시설	9
근린생활시설	7
Other values (2)	7

Length

Max length	6
Median length	4
Mean length	4.1061321
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>	275	64.9%
문화시설	82	19.3%
건물용도명	44	10.4%
유통시설	9	2.1%
근린생활시설	7	1.7%
호텔	6	1.4%
사무실	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	275	64.9%
문화시설	82	19.3%
건물용도명	44	10.4%
유통시설	9	2.1%
근린생활시설	7	1.7%
호텔	6	1.4%
사무실	1	0.2%

perplaformsenm
Categorical

Distinct	4
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

영화관	275
<NA>	105
공연장형태구분명	40
자동차극장	4

Length

Max length	8
Median length	3
Mean length	3.7382075
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영화관	275	64.9%
<NA>	105	24.8%
공연장형태구분명	40	9.4%
자동차극장	4	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화관	275	64.9%
na	105	24.8%
공연장형태구분명	40	9.4%
자동차극장	4	0.9%

bfgameocptectcobnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
기존게임업외업종명	48

Length

Max length	9
Median length	4
Mean length	4.5660377
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
기존게임업외업종명	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
기존게임업외업종명	48	11.3%

noroomcnt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
노래방실수	48

Length

Max length	5
Median length	4
Mean length	4.1132075
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
노래방실수	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
노래방실수	48	11.3%

culwrkrsenm
Categorical

Distinct	3
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

영화상영관	196
<NA>	182
문화사업자구분명	46

Length

Max length	8
Median length	5
Mean length	4.8962264
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	46.2%
<NA>	182	42.9%
문화사업자구분명	46	10.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	196	46.2%
na	182	42.9%
문화사업자구분명	46	10.8%

culphyedcobnm
Categorical

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

영화상영관	283
영화제작업	90
영화배급업	26
영화상영업	18
영화수입업	7

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	283	66.7%
영화제작업	90	21.2%
영화배급업	26	6.1%
영화상영업	18	4.2%
영화수입업	7	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영화상영관	283	66.7%
영화제작업	90	21.2%
영화배급업	26	6.1%
영화상영업	18	4.2%
영화수입업	7	1.7%

souarfacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
방	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
방	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
방	48	11.3%

vdoretornm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
비디오재생기명	48

Length

Max length	7
Median length	4
Mean length	4.3396226
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
비디오재생기명	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
비디오재생기명	48	11.3%

emerstairyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
비	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
비	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
비	48	11.3%

emexyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
비	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
비	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
비	48	11.3%

firefacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
소	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
소	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
소	48	11.3%

facilar
Categorical

IMBALANCE

Distinct	5
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	370
시설면적	48
1578.8	4
147.46	1
181.3	1

Length

Max length	6
Median length	4
Mean length	4.0259434
Min length	4

Unique

Unique	2 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	370	87.3%
시설면적	48	11.3%
1578.8	4	0.9%
147.46	1	0.2%
181.3	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	370	87.3%
시설면적	48	11.3%
1578.8	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	3.4 KiB

<NA>	376
음	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
음	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
음	48	11.3%

autochaairyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
자	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
자	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
자	48	11.3%

prvdgathinnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
제공게임물명	48

Length

Max length	6
Median length	4
Mean length	4.2264151
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
제공게임물명	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
제공게임물명	48	11.3%

mnfactreartclcn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
제작취급품목내용	48

Length

Max length	8
Median length	4
Mean length	4.4528302
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
제작취급품목내용	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
제작취급품목내용	48	11.3%

lghtfacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
조	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
조	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
조	48	11.3%

lghtfacilinillu
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
조명시설조도	48

Length

Max length	6
Median length	4
Mean length	4.2264151
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
조명시설조도	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
조명시설조도	48	11.3%

nearenvnm
Categorical

IMBALANCE

Distinct	6
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	317
주변환경명	46
기타	32
유흥업소밀집지역	18
아파트지역	9

Length

Max length	8
Median length	4
Mean length	4.1674528
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>	317	74.8%
주변환경명	46	10.8%
기타	32	7.5%
유흥업소밀집지역	18	4.2%
아파트지역	9	2.1%
학교정화(상대)	2	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	317	74.8%
주변환경명	46	10.8%
기타	32	7.5%
유흥업소밀집지역	18	4.2%
아파트지역	9	2.1%
학교정화(상대	2	0.5%

jisgnumlay
Categorical

Distinct	21
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	154
지상층수	41
10	37
7	28
9	27
Other values (16)	137

Length

Max length	4
Median length	2
Mean length	2.6438679
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>	154	36.3%
지상층수	41	9.7%
10	37	8.7%
7	28	6.6%
9	27	6.4%
5	20	4.7%
8	19	4.5%
42	17	4.0%
12	15	3.5%
6	12	2.8%
Other values (11)	54	12.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	154	36.3%
지상층수	41	9.7%
10	37	8.7%
7	28	6.6%
9	27	6.4%
5	20	4.7%
8	19	4.5%
42	17	4.0%
12	15	3.5%
6	12	2.8%
Other values (11)	54	12.7%

regnsenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	303
지역구분명	46
일반상업지역	30
상업지역	16
중심상업지역	12
Other values (5)	17

Length

Max length	6
Median length	4
Mean length	4.3443396
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>	303	71.5%
지역구분명	46	10.8%
일반상업지역	30	7.1%
상업지역	16	3.8%
중심상업지역	12	2.8%
녹지지역	8	1.9%
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	303	71.5%
지역구분명	46	10.8%
일반상업지역	30	7.1%
상업지역	16	3.8%
중심상업지역	12	2.8%
녹지지역	8	1.9%
일반주거지역	4	0.9%
근린상업지역	3	0.7%
주거지역	1	0.2%
일반공업지역	1	0.2%

undernumlay
Categorical

Distinct	11
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	161
5	53
2	47
지하층수	43
1	35
Other values (6)	85

Length

Max length	4
Median length	1
Mean length	2.4481132
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>	161	38.0%
5	53	12.5%
2	47	11.1%
지하층수	43	10.1%
1	35	8.3%
3	24	5.7%
4	21	5.0%
6	20	4.7%
8	18	4.2%
58	1	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	161	38.0%
5	53	12.5%
2	47	11.1%
지하층수	43	10.1%
1	35	8.3%
3	24	5.7%
4	21	5.0%
6	20	4.7%
8	18	4.2%
58	1	0.2%

bgroomcnt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
청소년실수	48

Length

Max length	5
Median length	4
Mean length	4.1132075
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
청소년실수	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
청소년실수	48	11.3%

bgroomyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
청	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
청	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
청	48	11.3%

totgasyscnt
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
총게임기수	48

Length

Max length	5
Median length	4
Mean length	4.1132075
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
총게임기수	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
총게임기수	48	11.3%

totnumlay
Categorical

Distinct	18
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	240
총층수	44
10	20
9	12
6	12
Other values (13)	96

Length

Max length	4
Median length	4
Mean length	3.1580189
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>	240	56.6%
총층수	44	10.4%
10	20	4.7%
9	12	2.8%
6	12	2.8%
11	12	2.8%
18	11	2.6%
19	10	2.4%
15	9	2.1%
54	9	2.1%
Other values (8)	45	10.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	240	56.6%
총층수	44	10.4%
10	20	4.7%
9	12	2.8%
6	12	2.8%
11	12	2.8%
18	11	2.6%
19	10	2.4%
54	9	2.1%
15	9	2.1%
Other values (8)	45	10.6%

frstregts
Real number (ℝ)

Distinct	137
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20108536

Minimum	19451015
Maximum	20210527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 KiB

Quantile statistics

Minimum	19451015
5-th percentile	20000518
Q1	20050111
median	20110513
Q3	20190322
95-th percentile	20210119
Maximum	20210527
Range	759512
Interquartile range (IQR)	140211

Descriptive statistics

Standard deviation	89604.952
Coefficient of variation (CV)	0.0044560655
Kurtosis	8.8362316
Mean	20108536
Median Absolute Deviation (MAD)	79754
Skewness	-1.7481765
Sum	8.5260192 × 10⁹
Variance	8.0290474 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000529	12	2.8%
20190315	12	2.8%
20140822	11	2.6%
20010609	11	2.6%
20071204	10	2.4%
20090302	10	2.4%
20021112	10	2.4%
20050307	10	2.4%
20061023	9	2.1%
20200103	9	2.1%
Other values (127)	320	75.5%

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 (%)
20210527	1	0.2%
20210521	2	0.5%
20210513	2	0.5%
20210512	1	0.2%
20210405	1	0.2%
20210330	1	0.2%
20210329	1	0.2%
20210318	1	0.2%
20210317	1	0.2%
20210315	1	0.2%

pasgbreth
Categorical

IMBALANCE

Distinct	18
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	234
1	102
통로너비	43
1.5	12
1.2	7
Other values (13)	26

Length

Max length	4
Median length	4
Mean length	3.2122642
Min length	1

Unique

Unique	8 ?
Unique (%)	1.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	234	55.2%
1	102	24.1%
통로너비	43	10.1%
1.5	12	2.8%
1.2	7	1.7%
1.45	5	1.2%
1.15	4	0.9%
1.3	4	0.9%
1.7	3	0.7%
1.55	2	0.5%
Other values (8)	8	1.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	234	55.2%
1	102	24.1%
통로너비	43	10.1%
1.5	12	2.8%
1.2	7	1.7%
1.45	5	1.2%
1.15	4	0.9%
1.3	4	0.9%
1.7	3	0.7%
1.55	2	0.5%
Other values (8)	8	1.9%

speclghtyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
특	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
특	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
특	48	11.3%

cnvefacilyn
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
편	48

Length

Max length	4
Median length	4
Mean length	3.6603774
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
편	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
편	48	11.3%

actlnm
Categorical

Distinct	2
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

<NA>	376
품목명	48

Length

Max length	4
Median length	4
Mean length	3.8867925
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	376	88.7%
품목명	48	11.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	376	88.7%
품목명	48	11.3%

last_load_dttm
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	3.4 KiB

2021-06-01 05:20:03	424

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-06-01 05:20:03
2nd row	2021-06-01 05:20:03
3rd row	2021-06-01 05:20:03
4th row	2021-06-01 05:20:03
5th row	2021-06-01 05:20:03

Common Values

Value	Count	Frequency (%)
2021-06-01 05:20:03	424	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-06-01	424	50.0%
05:20:03	424	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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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>	2021-06-01 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
414	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	2021-06-01 05:20:03
415	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	2021-06-01 05:20:03
416	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	2021-06-01 05:20:03
417	3019	3360000	CDFF5211042021000001	03_13_03_P	I	2021-05-14 00:22:56.0	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	20210512174838	업태구분명	전화번호	건물용도명	공연장형태구분명	기존게임업외업종명	노래방실수	문화사업자구분명	영화상영업	방	비디오재생기명	비	비	소	시설면적	음	자	제공게임물명	제작취급품목내용	조	조명시설조도	주변환경명	지상층수	지역구분명	지하층수	청소년실수	청	총게임기수	총층수	20210512	통로너비	특	편	품목명	2021-06-01 05:20:03
418	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	2021-06-01 05:20:03
419	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>	2021-06-01 05:20:03
420	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>	2021-06-01 05:20:03
421	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>	2021-06-01 05:20:03
422	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>	2021-06-01 05:20:03
423	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	2021-06-01 05:20:03

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Close Punctuation

Open Punctuation

Other Punctuation

Space Separator

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

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