gimi9 Pandas Profiling

Dataset statistics

Number of variables	44
Number of observations	5193
Missing cells	5101
Missing cells (%)	2.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	357.0 B

Variable types

Numeric	5
Text	10
Categorical	27
DateTime	1
Boolean	1

Dataset

Description	2023-07-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901051601142000

Alerts

`opnsvcid` is highly imbalanced (74.7%)	Imbalance
`clgstdt` is highly imbalanced (80.2%)	Imbalance
`clgenddt` is highly imbalanced (80.2%)	Imbalance
`ropnymd` is highly imbalanced (80.2%)	Imbalance
`bdngownsenm` is highly imbalanced (70.2%)	Imbalance
`fctyowkepcnt` is highly imbalanced (60.5%)	Imbalance
`fctypdtjobepcnt` is highly imbalanced (60.5%)	Imbalance
`fctysiljobepcnt` is highly imbalanced (60.5%)	Imbalance
`wtrsplyfacilsenm` is highly imbalanced (56.4%)	Imbalance
`maneipcnt` is highly imbalanced (56.3%)	Imbalance
`multusnupsoyn` is highly imbalanced (98.9%)	Imbalance
`lvsenm` is highly imbalanced (58.7%)	Imbalance
`hoffepcnt` is highly imbalanced (65.8%)	Imbalance
`wmeipcnt` is highly imbalanced (76.4%)	Imbalance
`trdpjubnsenm` is highly imbalanced (66.1%)	Imbalance
`jtupsomainedf` is highly imbalanced (80.2%)	Imbalance
`jtupsoasgnno` is highly imbalanced (80.2%)	Imbalance
`totepnum` is highly imbalanced (60.6%)	Imbalance
`homepage` is highly imbalanced (80.2%)	Imbalance
`last_load_dttm` is highly imbalanced (56.4%)	Imbalance
`sitepostno` has 181 (3.5%) missing values	Missing
`rdnwhladdr` has 848 (16.3%) missing values	Missing
`dcbymd` has 3342 (64.4%) missing values	Missing
`x` has 218 (4.2%) missing values	Missing
`y` has 218 (4.2%) missing values	Missing
`sitetel` has 250 (4.8%) missing values	Missing
`faciltotscp` is highly skewed (γ1 = 38.43720447)	Skewed
`skey` has unique values	Unique
`faciltotscp` has 2182 (42.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-16 10:38:22.367255
Analysis finished	2024-04-16 10:38:24.137432
Duration	1.77 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Real number (ℝ)

UNIQUE

Distinct	5193
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3314.4113

Minimum	1
Maximum	11655
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	1
5-th percentile	260.6
Q1	1299
median	2597
Q3	3895
95-th percentile	11395.4
Maximum	11655
Range	11654
Interquartile range (IQR)	2596

Descriptive statistics

Standard deviation	3010.5899
Coefficient of variation (CV)	0.90833322
Kurtosis	1.8535447
Mean	3314.4113
Median Absolute Deviation (MAD)	1298
Skewness	1.6108486
Sum	17211738
Variance	9063651.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1	< 0.1%
3449	1	< 0.1%
3466	1	< 0.1%
3465	1	< 0.1%
3464	1	< 0.1%
3463	1	< 0.1%
3462	1	< 0.1%
3461	1	< 0.1%
3460	1	< 0.1%
3459	1	< 0.1%
Other values (5183)	5183	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
11655	1	< 0.1%
11654	1	< 0.1%
11653	1	< 0.1%
11652	1	< 0.1%
11651	1	< 0.1%
11650	1	< 0.1%
11649	1	< 0.1%
11648	1	< 0.1%
11647	1	< 0.1%
11646	1	< 0.1%

opnsfteamcode
Real number (ℝ)

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3334560

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3260000
Q1	3300000
median	3340000
Q3	3360000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	60000

Descriptive statistics

Standard deviation	39923.896
Coefficient of variation (CV)	0.011972763
Kurtosis	-0.87783263
Mean	3334560
Median Absolute Deviation (MAD)	30000
Skewness	-0.16789555
Sum	1.731637 × 10¹⁰
Variance	1.5939175 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3360000	732	14.1%
3340000	525	10.1%
3290000	446	8.6%
3330000	441	8.5%
3390000	398	7.7%
3300000	338	6.5%
3400000	335	6.5%
3310000	316	6.1%
3350000	312	6.0%
3320000	310	6.0%
Other values (6)	1040	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	83	1.6%
3260000	181	3.5%
3270000	154	3.0%
3280000	197	3.8%
3290000	446	8.6%
3300000	338	6.5%
3310000	316	6.1%
3320000	310	6.0%
3330000	441	8.5%
3340000	525	10.1%

Value	Count	Frequency (%)
3400000	335	6.5%
3390000	398	7.7%
3380000	170	3.3%
3370000	255	4.9%
3360000	732	14.1%
3350000	312	6.0%
3340000	525	10.1%
3330000	441	8.5%
3320000	310	6.0%
3310000	316	6.1%

mgtno
Text

Distinct	5013
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	114246
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	4882 ?
Unique (%)	94.0%

Sample

1st row	3250000-105-1992-00010
2nd row	3250000-105-1998-00011
3rd row	3250000-105-1998-00012
4th row	3250000-105-1998-00013
5th row	3250000-105-1998-00014

Value	Count	Frequency (%)
3280000-105-2018-00004	3	0.1%
3290000-105-2019-00004	3	0.1%
3250000-105-2019-00002	3	0.1%
3360000-120-2019-00019	3	0.1%
3360000-105-2019-00009	3	0.1%
3370000-105-2020-00008	3	0.1%
3300000-105-2019-00010	3	0.1%
3370000-105-2020-00009	3	0.1%
3290000-120-2020-00001	3	0.1%
3370000-120-2020-00002	3	0.1%
Other values (5003)	5163	99.4%

Most occurring characters

Value	Count	Frequency (%)
0	52087	45.6%
-	15579	13.6%
1	10782	9.4%
3	10759	9.4%
2	8303	7.3%
5	6438	5.6%
9	3279	2.9%
6	2043	1.8%
4	2008	1.8%
8	1524	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	98667	86.4%
Dash Punctuation	15579	13.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	52087	52.8%
1	10782	10.9%
3	10759	10.9%
2	8303	8.4%
5	6438	6.5%
9	3279	3.3%
6	2043	2.1%
4	2008	2.0%
8	1524	1.5%
7	1444	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	15579	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	114246	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	52087	45.6%
-	15579	13.6%
1	10782	9.4%
3	10759	9.4%
2	8303	7.3%
5	6438	5.6%
9	3279	2.9%
6	2043	1.8%
4	2008	1.8%
8	1524	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114246	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	52087	45.6%
-	15579	13.6%
1	10782	9.4%
3	10759	9.4%
2	8303	7.3%
5	6438	5.6%
9	3279	2.9%
6	2043	1.8%
4	2008	1.8%
8	1524	1.3%

opnsvcid
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

07_21_02_P	4973
07_21_01_P	220

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	07_21_02_P
2nd row	07_21_02_P
3rd row	07_21_02_P
4th row	07_21_02_P
5th row	07_21_02_P

Common Values

Value	Count	Frequency (%)
07_21_02_P	4973	95.8%
07_21_01_P	220	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
07_21_02_p	4973	95.8%
07_21_01_p	220	4.2%

updategbn
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

I	4328
U	865

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	I
3rd row	I
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
I	4328	83.3%
U	865	16.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	4328	83.3%
u	865	16.7%

updatedt
Date

Distinct	536
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

Minimum	2018-08-31 23:59:59
Maximum	2022-12-10 02:40:00

Histogram

Histogram with fixed size bins (bins=50)

opnsvcnm
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	3937
집단급식소	1036
위탁급식영업	220

Length

Max length	6
Median length	4
Mean length	4.2842288
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>	3937	75.8%
집단급식소	1036	19.9%
위탁급식영업	220	4.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3937	75.8%
집단급식소	1036	19.9%
위탁급식영업	220	4.2%

bplcnm
Text

Distinct	4351
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

Length

Max length	30
Median length	28
Mean length	8.2851916
Min length	2

Characters and Unicode

Total characters	43025
Distinct characters	634
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	3748 ?
Unique (%)	72.2%

Sample

1st row	한국은행 부산본부
2nd row	남성초등학교
3rd row	보수초등학교
4th row	봉래초등학교
5th row	부산삼육초등학교

Value	Count	Frequency (%)
어린이집	153	2.4%
주식회사	65	1.0%
의료법인	53	0.8%
구내식당	38	0.6%
사회복지법인	33	0.5%
요양병원	19	0.3%
유치원	19	0.3%
집단급식소	18	0.3%
부산광역시	16	0.3%
부경대학교	15	0.2%
Other values (4646)	5897	93.2%

Most occurring characters

Value	Count	Frequency (%)
이	1599	3.7%
원	1478	3.4%
어	1312	3.0%
린	1268	2.9%
집	1268	2.9%
	1139	2.6%
주	1090	2.5%
학	1022	2.4%
)	1003	2.3%
(	994	2.3%
Other values (624)	30852	71.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39289	91.3%
Space Separator	1139	2.6%
Close Punctuation	1003	2.3%
Open Punctuation	994	2.3%
Uppercase Letter	341	0.8%
Decimal Number	180	0.4%
Other Punctuation	49	0.1%
Lowercase Letter	27	0.1%
Dash Punctuation	2	< 0.1%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	1599	4.1%
원	1478	3.8%
어	1312	3.3%
린	1268	3.2%
집	1268	3.2%
주	1090	2.8%
학	1022	2.6%
교	924	2.4%
산	922	2.3%
부	788	2.0%
Other values (572)	27618	70.3%

Uppercase Letter

Value	Count	Frequency (%)
S	42	12.3%
K	41	12.0%
T	27	7.9%
C	27	7.9%
N	24	7.0%
B	24	7.0%
A	20	5.9%
G	16	4.7%
I	16	4.7%
L	15	4.4%
Other values (13)	89	26.1%

Decimal Number

Value	Count	Frequency (%)
2	75	41.7%
1	43	23.9%
3	30	16.7%
4	13	7.2%
5	8	4.4%
6	4	2.2%
0	3	1.7%
9	2	1.1%
7	2	1.1%

Lowercase Letter

Value	Count	Frequency (%)
e	9	33.3%
i	5	18.5%
w	4	14.8%
s	3	11.1%
k	2	7.4%
h	1	3.7%
a	1	3.7%
r	1	3.7%
f	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
.	20	40.8%
,	10	20.4%
&	7	14.3%
·	6	12.2%
/	5	10.2%
!	1	2.0%

Space Separator

Value	Count	Frequency (%)
	1139	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1003	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	994	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39289	91.3%
Common	3368	7.8%
Latin	368	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	1599	4.1%
원	1478	3.8%
어	1312	3.3%
린	1268	3.2%
집	1268	3.2%
주	1090	2.8%
학	1022	2.6%
교	924	2.4%
산	922	2.3%
부	788	2.0%
Other values (572)	27618	70.3%

Latin

Value	Count	Frequency (%)
S	42	11.4%
K	41	11.1%
T	27	7.3%
C	27	7.3%
N	24	6.5%
B	24	6.5%
A	20	5.4%
G	16	4.3%
I	16	4.3%
L	15	4.1%
Other values (22)	116	31.5%

Common

Value	Count	Frequency (%)
	1139	33.8%
)	1003	29.8%
(	994	29.5%
2	75	2.2%
1	43	1.3%
3	30	0.9%
.	20	0.6%
4	13	0.4%
,	10	0.3%
5	8	0.2%
Other values (10)	33	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39289	91.3%
ASCII	3730	8.7%
None	6	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
이	1599	4.1%
원	1478	3.8%
어	1312	3.3%
린	1268	3.2%
집	1268	3.2%
주	1090	2.8%
학	1022	2.6%
교	924	2.4%
산	922	2.3%
부	788	2.0%
Other values (572)	27618	70.3%

ASCII

Value	Count	Frequency (%)
	1139	30.5%
)	1003	26.9%
(	994	26.6%
2	75	2.0%
1	43	1.2%
S	42	1.1%
K	41	1.1%
3	30	0.8%
T	27	0.7%
C	27	0.7%
Other values (41)	309	8.3%

None

Value	Count	Frequency (%)
·	6	100.0%

sitepostno
Text

MISSING

Distinct	766
Distinct (%)	15.3%
Missing	181
Missing (%)	3.5%
Memory size	40.7 KiB

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	30072
Distinct characters	15
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	123 ?
Unique (%)	2.5%

Sample

1st row	600091
2nd row	600091
3rd row	600803
4th row	600811
5th row	600810

Value	Count	Frequency (%)
618819	88	1.8%
618230	84	1.7%
618817	69	1.4%
618820	61	1.2%
618818	60	1.2%
604836	52	1.0%
618220	42	0.8%
618280	37	0.7%
618814	33	0.7%
618250	32	0.6%
Other values (756)	4454	88.9%

Most occurring characters

Value	Count	Frequency (%)
6	6100	20.3%
8	5482	18.2%
1	5012	16.7%
0	4643	15.4%
2	2321	7.7%
4	1922	6.4%
3	1455	4.8%
7	1308	4.3%
9	1170	3.9%
5	641	2.1%
Other values (5)	18	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30054	99.9%
Other Letter	18	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	6100	20.3%
8	5482	18.2%
1	5012	16.7%
0	4643	15.4%
2	2321	7.7%
4	1922	6.4%
3	1455	4.8%
7	1308	4.4%
9	1170	3.9%
5	641	2.1%

Other Letter

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	30054	99.9%
Hangul	18	0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	6100	20.3%
8	5482	18.2%
1	5012	16.7%
0	4643	15.4%
2	2321	7.7%
4	1922	6.4%
3	1455	4.8%
7	1308	4.4%
9	1170	3.9%
5	641	2.1%

Hangul

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30054	99.9%
Hangul	18	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	6100	20.3%
8	5482	18.2%
1	5012	16.7%
0	4643	15.4%
2	2321	7.7%
4	1922	6.4%
3	1455	4.8%
7	1308	4.4%
9	1170	3.9%
5	641	2.1%

Hangul

Value	Count	Frequency (%)
번	6	33.3%
지	3	16.7%
우	3	16.7%
편	3	16.7%
호	3	16.7%

sitewhladdr
Text

Distinct	4367
Distinct (%)	84.3%
Missing	12
Missing (%)	0.2%
Memory size	40.7 KiB

Length

Max length	64
Median length	57
Mean length	24.192434
Min length	15

Characters and Unicode

Total characters	125341
Distinct characters	447
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	3763 ?
Unique (%)	72.6%

Sample

1st row	부산광역시 중구 대청동1가 44-0번지
2nd row	부산광역시 중구 대청동1가 10번지
3rd row	부산광역시 중구 보수동1가 50-1번지
4th row	부산광역시 중구 영주동 580-0번지
5th row	부산광역시 중구 영주동 63-31번지

Value	Count	Frequency (%)
부산광역시	5181	22.2%
강서구	730	3.1%
사하구	524	2.2%
부산진구	445	1.9%
해운대구	441	1.9%
사상구	398	1.7%
동래구	341	1.5%
기장군	334	1.4%
남구	316	1.4%
북구	310	1.3%
Other values (4907)	14311	61.3%

Most occurring characters

Value	Count	Frequency (%)
	23308	18.6%
산	6246	5.0%
부	6021	4.8%
동	5800	4.6%
1	5337	4.3%
광	5311	4.2%
시	5237	4.2%
역	5187	4.1%
구	5079	4.1%
지	4693	3.7%
Other values (437)	53122	42.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	74322	59.3%
Space Separator	23308	18.6%
Decimal Number	22870	18.2%
Dash Punctuation	3927	3.1%
Uppercase Letter	457	0.4%
Open Punctuation	166	0.1%
Close Punctuation	164	0.1%
Other Punctuation	105	0.1%
Lowercase Letter	19	< 0.1%
Letter Number	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	6246	8.4%
부	6021	8.1%
동	5800	7.8%
광	5311	7.1%
시	5237	7.0%
역	5187	7.0%
구	5079	6.8%
지	4693	6.3%
번	4156	5.6%
사	1187	1.6%
Other values (383)	25405	34.2%

Uppercase Letter

Value	Count	Frequency (%)
B	155	33.9%
T	132	28.9%
K	24	5.3%
A	23	5.0%
L	19	4.2%
S	17	3.7%
C	16	3.5%
I	15	3.3%
H	13	2.8%
N	7	1.5%
Other values (12)	36	7.9%

Decimal Number

Value	Count	Frequency (%)
1	5337	23.3%
2	2789	12.2%
3	2376	10.4%
5	2176	9.5%
4	2112	9.2%
0	1765	7.7%
6	1742	7.6%
7	1680	7.3%
8	1548	6.8%
9	1345	5.9%

Other Punctuation

Value	Count	Frequency (%)
,	78	74.3%
:	10	9.5%
.	7	6.7%
@	3	2.9%
&	3	2.9%
/	3	2.9%
·	1	1.0%

Lowercase Letter

Value	Count	Frequency (%)
e	8	42.1%
i	4	21.1%
l	2	10.5%
c	2	10.5%
k	1	5.3%
s	1	5.3%
o	1	5.3%

Open Punctuation

Value	Count	Frequency (%)
(	165	99.4%
[	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	163	99.4%
]	1	0.6%

Space Separator

Value	Count	Frequency (%)
	23308	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3927	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Math Symbol

Value	Count	Frequency (%)
~	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	74322	59.3%
Common	50541	40.3%
Latin	478	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	6246	8.4%
부	6021	8.1%
동	5800	7.8%
광	5311	7.1%
시	5237	7.0%
역	5187	7.0%
구	5079	6.8%
지	4693	6.3%
번	4156	5.6%
사	1187	1.6%
Other values (383)	25405	34.2%

Latin

Value	Count	Frequency (%)
B	155	32.4%
T	132	27.6%
K	24	5.0%
A	23	4.8%
L	19	4.0%
S	17	3.6%
C	16	3.3%
I	15	3.1%
H	13	2.7%
e	8	1.7%
Other values (20)	56	11.7%

Common

Value	Count	Frequency (%)
	23308	46.1%
1	5337	10.6%
-	3927	7.8%
2	2789	5.5%
3	2376	4.7%
5	2176	4.3%
4	2112	4.2%
0	1765	3.5%
6	1742	3.4%
7	1680	3.3%
Other values (14)	3329	6.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	74322	59.3%
ASCII	51016	40.7%
Number Forms	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23308	45.7%
1	5337	10.5%
-	3927	7.7%
2	2789	5.5%
3	2376	4.7%
5	2176	4.3%
4	2112	4.1%
0	1765	3.5%
6	1742	3.4%
7	1680	3.3%
Other values (42)	3804	7.5%

Hangul

Value	Count	Frequency (%)
산	6246	8.4%
부	6021	8.1%
동	5800	7.8%
광	5311	7.1%
시	5237	7.0%
역	5187	7.0%
구	5079	6.8%
지	4693	6.3%
번	4156	5.6%
사	1187	1.6%
Other values (383)	25405	34.2%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

None

Value	Count	Frequency (%)
·	1	100.0%

rdnpostno
Text

Distinct	1438
Distinct (%)	27.9%
Missing	30
Missing (%)	0.6%
Memory size	40.7 KiB

Length

Max length	7
Median length	5
Mean length	5.0023242
Min length	5

Characters and Unicode

Total characters	25827
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	534 ?
Unique (%)	10.3%

Sample

1st row	48949
2nd row	48926
3rd row	48962
4th row	48922
5th row	48910

Value	Count	Frequency (%)
48947	883	17.1%
46742	63	1.2%
46753	46	0.9%
46754	42	0.8%
46757	39	0.8%
46752	34	0.7%
46755	33	0.6%
46751	31	0.6%
46744	25	0.5%
47340	24	0.5%
Other values (1428)	3943	76.4%

Most occurring characters

Value	Count	Frequency (%)
4	7412	28.7%
7	3454	13.4%
8	2720	10.5%
9	2501	9.7%
6	2387	9.2%
0	1764	6.8%
5	1591	6.2%
2	1520	5.9%
3	1229	4.8%
1	1207	4.7%
Other values (7)	42	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	25785	99.8%
Other Letter	42	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	7412	28.7%
7	3454	13.4%
8	2720	10.5%
9	2501	9.7%
6	2387	9.3%
0	1764	6.8%
5	1591	6.2%
2	1520	5.9%
3	1229	4.8%
1	1207	4.7%

Other Letter

Value	Count	Frequency (%)
도	6	14.3%
로	6	14.3%
명	6	14.3%
우	6	14.3%
편	6	14.3%
번	6	14.3%
호	6	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	25785	99.8%
Hangul	42	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	7412	28.7%
7	3454	13.4%
8	2720	10.5%
9	2501	9.7%
6	2387	9.3%
0	1764	6.8%
5	1591	6.2%
2	1520	5.9%
3	1229	4.8%
1	1207	4.7%

Hangul

Value	Count	Frequency (%)
도	6	14.3%
로	6	14.3%
명	6	14.3%
우	6	14.3%
편	6	14.3%
번	6	14.3%
호	6	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25785	99.8%
Hangul	42	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	7412	28.7%
7	3454	13.4%
8	2720	10.5%
9	2501	9.7%
6	2387	9.3%
0	1764	6.8%
5	1591	6.2%
2	1520	5.9%
3	1229	4.8%
1	1207	4.7%

Hangul

Value	Count	Frequency (%)
도	6	14.3%
로	6	14.3%
명	6	14.3%
우	6	14.3%
편	6	14.3%
번	6	14.3%
호	6	14.3%

rdnwhladdr
Text

MISSING

Distinct	3703
Distinct (%)	85.2%
Missing	848
Missing (%)	16.3%
Memory size	40.7 KiB

Length

Max length	68
Median length	51
Mean length	28.974453
Min length	5

Characters and Unicode

Total characters	125894
Distinct characters	493
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	3236 ?
Unique (%)	74.5%

Sample

1st row	부산광역시 중구 대청로 112 (대청동1가)
2nd row	부산광역시 중구 샘길 14 (대청동1가)
3rd row	부산광역시 중구 흑교로 74 (보수동1가)
4th row	부산광역시 중구 대영로226번길 15 (영주동)
5th row	부산광역시 중구 초량상로5번길 28 (영주동)

Value	Count	Frequency (%)
부산광역시	4342	17.8%
강서구	620	2.5%
1층	421	1.7%
사하구	420	1.7%
해운대구	382	1.6%
부산진구	338	1.4%
동래구	309	1.3%
사상구	288	1.2%
기장군	288	1.2%
금정구	270	1.1%
Other values (3691)	16737	68.6%

Most occurring characters

Value	Count	Frequency (%)
	20087	16.0%
산	5888	4.7%
동	5377	4.3%
부	5086	4.0%
광	4547	3.6%
시	4526	3.6%
역	4347	3.5%
구	4293	3.4%
(	4218	3.4%
)	4216	3.3%
Other values (483)	63309	50.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	76594	60.8%
Space Separator	20087	16.0%
Decimal Number	18048	14.3%
Open Punctuation	4218	3.4%
Close Punctuation	4216	3.3%
Other Punctuation	1919	1.5%
Dash Punctuation	548	0.4%
Uppercase Letter	234	0.2%
Lowercase Letter	19	< 0.1%
Math Symbol	10	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	5888	7.7%
동	5377	7.0%
부	5086	6.6%
광	4547	5.9%
시	4526	5.9%
역	4347	5.7%
구	4293	5.6%
로	4209	5.5%
길	1896	2.5%
대	1873	2.4%
Other values (430)	34552	45.1%

Uppercase Letter

Value	Count	Frequency (%)
B	45	19.2%
C	25	10.7%
A	25	10.7%
K	24	10.3%
S	17	7.3%
H	15	6.4%
L	11	4.7%
N	10	4.3%
E	10	4.3%
I	9	3.8%
Other values (12)	43	18.4%

Decimal Number

Value	Count	Frequency (%)
1	4072	22.6%
2	2579	14.3%
3	2059	11.4%
4	1628	9.0%
5	1512	8.4%
6	1471	8.2%
7	1356	7.5%
0	1320	7.3%
9	1086	6.0%
8	965	5.3%

Lowercase Letter

Value	Count	Frequency (%)
e	8	42.1%
c	3	15.8%
l	2	10.5%
b	2	10.5%
i	1	5.3%
k	1	5.3%
s	1	5.3%
o	1	5.3%

Other Punctuation

Value	Count	Frequency (%)
,	1900	99.0%
.	5	0.3%
:	5	0.3%
@	3	0.2%
&	3	0.2%
/	2	0.1%
·	1	0.1%

Space Separator

Value	Count	Frequency (%)
	20087	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4218	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4216	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	548	100.0%

Math Symbol

Value	Count	Frequency (%)
~	10	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	76594	60.8%
Common	49046	39.0%
Latin	254	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	5888	7.7%
동	5377	7.0%
부	5086	6.6%
광	4547	5.9%
시	4526	5.9%
역	4347	5.7%
구	4293	5.6%
로	4209	5.5%
길	1896	2.5%
대	1873	2.4%
Other values (430)	34552	45.1%

Latin

Value	Count	Frequency (%)
B	45	17.7%
C	25	9.8%
A	25	9.8%
K	24	9.4%
S	17	6.7%
H	15	5.9%
L	11	4.3%
N	10	3.9%
E	10	3.9%
I	9	3.5%
Other values (21)	63	24.8%

Common

Value	Count	Frequency (%)
	20087	41.0%
(	4218	8.6%
)	4216	8.6%
1	4072	8.3%
2	2579	5.3%
3	2059	4.2%
,	1900	3.9%
4	1628	3.3%
5	1512	3.1%
6	1471	3.0%
Other values (12)	5304	10.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	76594	60.8%
ASCII	49298	39.2%
Number Forms	1	< 0.1%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20087	40.7%
(	4218	8.6%
)	4216	8.6%
1	4072	8.3%
2	2579	5.2%
3	2059	4.2%
,	1900	3.9%
4	1628	3.3%
5	1512	3.1%
6	1471	3.0%
Other values (41)	5556	11.3%

Hangul

Value	Count	Frequency (%)
산	5888	7.7%
동	5377	7.0%
부	5086	6.6%
광	4547	5.9%
시	4526	5.9%
역	4347	5.7%
구	4293	5.6%
로	4209	5.5%
길	1896	2.5%
대	1873	2.4%
Other values (430)	34552	45.1%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

None

Value	Count	Frequency (%)
·	1	100.0%

apvpermymd
Real number (ℝ)

Distinct	3070
Distinct (%)	59.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20087060

Minimum	19670101
Maximum	20220923
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	19670101
5-th percentile	19930474
Q1	20030418
median	20090408
Q3	20160219
95-th percentile	20210713
Maximum	20220923
Range	550822
Interquartile range (IQR)	129801

Descriptive statistics

Standard deviation	86682.644
Coefficient of variation (CV)	0.0043153476
Kurtosis	0.35906919
Mean	20087060
Median Absolute Deviation (MAD)	60598
Skewness	-0.60019108
Sum	1.043121 × 10¹¹
Variance	7.5138807 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19900518	29	0.6%
19900330	25	0.5%
19980427	24	0.5%
19870528	18	0.3%
19900612	17	0.3%
20000529	17	0.3%
19980511	16	0.3%
20190719	15	0.3%
19900326	14	0.3%
19890622	14	0.3%
Other values (3060)	5004	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19670101	1	< 0.1%
19690901	1	< 0.1%
19691120	1	< 0.1%
19701015	1	< 0.1%
19710518	1	< 0.1%
19740116	3	0.1%
19740201	1	< 0.1%
19750101	1	< 0.1%
19760101	1	< 0.1%
19760110	1	< 0.1%

Value	Count	Frequency (%)
20220923	2	< 0.1%
20220920	2	< 0.1%
20220919	1	< 0.1%
20220908	2	< 0.1%
20220907	2	< 0.1%
20220906	2	< 0.1%
20220905	1	< 0.1%
20220902	4	0.1%
20220831	2	< 0.1%
20220826	4	0.1%

dcbymd
Text

MISSING

Distinct	1284
Distinct (%)	69.4%
Missing	3342
Missing (%)	64.4%
Memory size	40.7 KiB

Length

Max length	8
Median length	8
Mean length	7.6931388
Min length	4

Characters and Unicode

Total characters	14240
Distinct characters	14
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	985 ?
Unique (%)	53.2%

Sample

1st row	20130724
2nd row	20160331
3rd row	20131122
4th row	20051219
5th row	20170530

Value	Count	Frequency (%)
폐업일자	142	7.7%
20180704	11	0.6%
19960615	10	0.5%
20100608	8	0.4%
20040624	7	0.4%
20070322	6	0.3%
20140829	5	0.3%
20170228	5	0.3%
20080325	5	0.3%
20150901	4	0.2%
Other values (1274)	1648	89.0%

Most occurring characters

Value	Count	Frequency (%)
0	4299	30.2%
2	3056	21.5%
1	2572	18.1%
3	603	4.2%
4	567	4.0%
7	552	3.9%
6	539	3.8%
5	512	3.6%
8	493	3.5%
9	479	3.4%
Other values (4)	568	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13672	96.0%
Other Letter	568	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4299	31.4%
2	3056	22.4%
1	2572	18.8%
3	603	4.4%
4	567	4.1%
7	552	4.0%
6	539	3.9%
5	512	3.7%
8	493	3.6%
9	479	3.5%

Other Letter

Value	Count	Frequency (%)
폐	142	25.0%
업	142	25.0%
일	142	25.0%
자	142	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13672	96.0%
Hangul	568	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4299	31.4%
2	3056	22.4%
1	2572	18.8%
3	603	4.4%
4	567	4.1%
7	552	4.0%
6	539	3.9%
5	512	3.7%
8	493	3.6%
9	479	3.5%

Hangul

Value	Count	Frequency (%)
폐	142	25.0%
업	142	25.0%
일	142	25.0%
자	142	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13672	96.0%
Hangul	568	4.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4299	31.4%
2	3056	22.4%
1	2572	18.8%
3	603	4.4%
4	567	4.1%
7	552	4.0%
6	539	3.9%
5	512	3.7%
8	493	3.6%
9	479	3.5%

Hangul

Value	Count	Frequency (%)
폐	142	25.0%
업	142	25.0%
일	142	25.0%
자	142	25.0%

clgstdt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
휴업시작일자	160

Length

Max length	6
Median length	4
Mean length	4.0616214
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>	5033	96.9%
휴업시작일자	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
휴업시작일자	160	3.1%

clgenddt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
휴업종료일자	160

Length

Max length	6
Median length	4
Mean length	4.0616214
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>	5033	96.9%
휴업종료일자	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
휴업종료일자	160	3.1%

ropnymd
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
재개업일자	160

Length

Max length	5
Median length	4
Mean length	4.0308107
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>	5033	96.9%
재개업일자	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
재개업일자	160	3.1%

trdstatenm
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

01	2451
02	1486
영업/정상	1021
폐업	223
<NA>	10

Length

Max length	5
Median length	2
Mean length	2.5944541
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	02
2nd row	01
3rd row	01
4th row	01
5th row	02

Common Values

Value	Count	Frequency (%)
01	2451	47.2%
02	1486	28.6%
영업/정상	1021	19.7%
폐업	223	4.3%
<NA>	10	0.2%
영업상태	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
01	2451	47.2%
02	1486	28.6%
영업/정상	1021	19.7%
폐업	223	4.3%
na	10	0.2%
영업상태	2	< 0.1%

dtlstatenm
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

영업	3484
폐업	1709

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
영업	3484	67.1%
폐업	1709	32.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
영업	3484	67.1%
폐업	1709	32.9%

x
Text

MISSING

Distinct	4026
Distinct (%)	80.9%
Missing	218
Missing (%)	4.2%
Memory size	40.7 KiB

Length

Max length	20
Median length	20
Mean length	19.96603
Min length	7

Characters and Unicode

Total characters	99331
Distinct characters	19
Distinct categories	7 ?
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	3351 ?
Unique (%)	67.4%

Sample

1st row	385292.68193300000
2nd row	385491.91116300000
3rd row	384584.74633900000
4th row	385676.15914800000
5th row	385436.10017500000

Value	Count	Frequency (%)
385474.303751383	17	0.3%
좌표정보(x	13	0.3%
389751.93732600000	10	0.2%
385742.94460500000	7	0.1%
382234.98696200000	7	0.1%
373462.31341600000	6	0.1%
386672.326492828	6	0.1%
392222.63567800000	6	0.1%
398074.127570382	5	0.1%
372030.10777100000	5	0.1%
Other values (4016)	4893	98.4%

Most occurring characters

Value	Count	Frequency (%)
0	20194	20.3%
	16854	17.0%
3	10231	10.3%
8	7812	7.9%
9	6967	7.0%
7	5579	5.6%
1	5476	5.5%
6	5476	5.5%
4	5281	5.3%
2	5241	5.3%
Other values (9)	10220	10.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77497	78.0%
Space Separator	16854	17.0%
Other Punctuation	4889	4.9%
Other Letter	52	0.1%
Open Punctuation	13	< 0.1%
Uppercase Letter	13	< 0.1%
Close Punctuation	13	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20194	26.1%
3	10231	13.2%
8	7812	10.1%
9	6967	9.0%
7	5579	7.2%
1	5476	7.1%
6	5476	7.1%
4	5281	6.8%
2	5241	6.8%
5	5240	6.8%

Other Letter

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

Space Separator

Value	Count	Frequency (%)
	16854	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	4889	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Uppercase Letter

Value	Count	Frequency (%)
X	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99266	99.9%
Hangul	52	0.1%
Latin	13	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20194	20.3%
	16854	17.0%
3	10231	10.3%
8	7812	7.9%
9	6967	7.0%
7	5579	5.6%
1	5476	5.5%
6	5476	5.5%
4	5281	5.3%
2	5241	5.3%
Other values (4)	10155	10.2%

Hangul

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

Latin

Value	Count	Frequency (%)
X	13	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99279	99.9%
Hangul	52	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20194	20.3%
	16854	17.0%
3	10231	10.3%
8	7812	7.9%
9	6967	7.0%
7	5579	5.6%
1	5476	5.5%
6	5476	5.5%
4	5281	5.3%
2	5241	5.3%
Other values (5)	10168	10.2%

Hangul

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

y
Text

MISSING

Distinct	4025
Distinct (%)	80.9%
Missing	218
Missing (%)	4.2%
Memory size	40.7 KiB

Length

Max length	20
Median length	20
Mean length	19.96603
Min length	7

Characters and Unicode

Total characters	99331
Distinct characters	19
Distinct categories	7 ?
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	3349 ?
Unique (%)	67.3%

Sample

1st row	180361.43835300000
2nd row	180721.27754500000
3rd row	180738.18132800000
4th row	181391.55498800000
5th row	181550.22326000000

Value	Count	Frequency (%)
184379.476337941	17	0.3%
좌표정보(y	13	0.3%
195491.51978200000	10	0.2%
185162.38057300000	7	0.1%
188009.54573200000	7	0.1%
182038.85873800000	6	0.1%
184336.34946900000	6	0.1%
177707.834399007	6	0.1%
179747.69058500000	5	0.1%
182087.26132000000	5	0.1%
Other values (4015)	4893	98.4%

Most occurring characters

Value	Count	Frequency (%)
0	20136	20.3%
	16817	16.9%
1	10017	10.1%
8	7895	7.9%
9	6696	6.7%
7	6546	6.6%
5	5296	5.3%
4	5277	5.3%
2	5263	5.3%
3	5209	5.2%
Other values (9)	10179	10.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77534	78.1%
Space Separator	16817	16.9%
Other Punctuation	4889	4.9%
Other Letter	52	0.1%
Open Punctuation	13	< 0.1%
Uppercase Letter	13	< 0.1%
Close Punctuation	13	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20136	26.0%
1	10017	12.9%
8	7895	10.2%
9	6696	8.6%
7	6546	8.4%
5	5296	6.8%
4	5277	6.8%
2	5263	6.8%
3	5209	6.7%
6	5199	6.7%

Other Letter

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

Space Separator

Value	Count	Frequency (%)
	16817	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	4889	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Y	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99266	99.9%
Hangul	52	0.1%
Latin	13	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20136	20.3%
	16817	16.9%
1	10017	10.1%
8	7895	8.0%
9	6696	6.7%
7	6546	6.6%
5	5296	5.3%
4	5277	5.3%
2	5263	5.3%
3	5209	5.2%
Other values (4)	10114	10.2%

Hangul

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

Latin

Value	Count	Frequency (%)
Y	13	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99279	99.9%
Hangul	52	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20136	20.3%
	16817	16.9%
1	10017	10.1%
8	7895	8.0%
9	6696	6.7%
7	6546	6.6%
5	5296	5.3%
4	5277	5.3%
2	5263	5.3%
3	5209	5.2%
Other values (5)	10127	10.2%

Hangul

Value	Count	Frequency (%)
표	13	25.0%
정	13	25.0%
보	13	25.0%
좌	13	25.0%

lastmodts
Real number (ℝ)

Distinct	4202
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0161763 × 10¹³

Minimum	1.9990209 × 10¹³
Maximum	2.0221208 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	1.9990209 × 10¹³
5-th percentile	2.0040217 × 10¹³
Q1	2.0170105 × 10¹³
median	2.0170822 × 10¹³
Q3	2.0180817 × 10¹³
95-th percentile	2.0220516 × 10¹³
Maximum	2.0221208 × 10¹³
Range	2.309991 × 10¹¹
Interquartile range (IQR)	1.0711999 × 10¹⁰

Descriptive statistics

Standard deviation	5.0316662 × 10¹⁰
Coefficient of variation (CV)	0.002495648
Kurtosis	1.9925991
Mean	2.0161763 × 10¹³
Median Absolute Deviation (MAD)	9.8819031 × 10⁹
Skewness	-1.5228046
Sum	1.0470003 × 10¹⁷
Variance	2.5317665 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20170822192441	224	4.3%
20170822191707	191	3.7%
20170822191632	110	2.1%
20170822191614	55	1.1%
20020830000000	52	1.0%
20010725000000	19	0.4%
20170822192708	13	0.3%
20020226000000	11	0.2%
20170822194227	10	0.2%
20020625000000	10	0.2%
Other values (4192)	4498	86.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19990209000000	1	< 0.1%
19990304000000	8	0.2%
19990318000000	6	0.1%
19990326000000	1	< 0.1%
19990406000000	4	0.1%
19990415000000	2	< 0.1%
19990519000000	1	< 0.1%
19990708000000	1	< 0.1%
19990723000000	1	< 0.1%
19990814000000	1	< 0.1%

Value	Count	Frequency (%)
20221208103909	1	< 0.1%
20221208103732	1	< 0.1%
20220923105342	1	< 0.1%
20220923094546	2	< 0.1%
20220922111635	1	< 0.1%
20220921152041	1	< 0.1%
20220921143437	1	< 0.1%
20220920173042	1	< 0.1%
20220920171522	1	< 0.1%
20220920164053	1	< 0.1%

uptaenm
Categorical

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

어린이집	1276
집단급식소	1255
산업체	811
학교	726
병원	492
Other values (7)	633

Length

Max length	8
Median length	6
Mean length	3.8222607
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	집단급식소
2nd row	학교
3rd row	학교
4th row	학교
5th row	집단급식소

Common Values

Value	Count	Frequency (%)
어린이집	1276	24.6%
집단급식소	1255	24.2%
산업체	811	15.6%
학교	726	14.0%
병원	492	9.5%
사회복지시설	236	4.5%
위탁급식영업	220	4.2%
공공기관	110	2.1%
기타 집단급식소	44	0.8%
기숙사	16	0.3%
Other values (2)	7	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1299	24.8%
어린이집	1276	24.4%
산업체	811	15.5%
학교	726	13.9%
병원	492	9.4%
사회복지시설	236	4.5%
위탁급식영업	220	4.2%
공공기관	110	2.1%
기타	44	0.8%
기숙사	16	0.3%
Other values (2)	7	0.1%

sitetel
Text

MISSING

Distinct	609
Distinct (%)	12.3%
Missing	250
Missing (%)	4.8%
Memory size	40.7 KiB

Length

Max length	12
Median length	12
Mean length	11.830063
Min length	3

Characters and Unicode

Total characters	58476
Distinct characters	16
Distinct categories	4 ?
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	548 ?
Unique (%)	11.1%

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

Value	Count	Frequency (%)
051-123-1234	4184	69.1%
051	616	10.2%
전화번호	71	1.2%
831	21	0.3%
02	13	0.2%
055	12	0.2%
070	11	0.2%
727	8	0.1%
302	7	0.1%
250	7	0.1%
Other values (807)	1104	18.2%

Most occurring characters

Value	Count	Frequency (%)
1	13731	23.5%
2	8967	15.3%
3	8841	15.1%
-	8368	14.3%
0	5626	9.6%
5	5328	9.1%
4	4594	7.9%
	1135	1.9%
7	480	0.8%
6	397	0.7%
Other values (6)	1009	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	48689	83.3%
Dash Punctuation	8368	14.3%
Space Separator	1135	1.9%
Other Letter	284	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	13731	28.2%
2	8967	18.4%
3	8841	18.2%
0	5626	11.6%
5	5328	10.9%
4	4594	9.4%
7	480	1.0%
6	397	0.8%
8	383	0.8%
9	342	0.7%

Other Letter

Value	Count	Frequency (%)
전	71	25.0%
화	71	25.0%
번	71	25.0%
호	71	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8368	100.0%

Space Separator

Value	Count	Frequency (%)
	1135	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	58192	99.5%
Hangul	284	0.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	13731	23.6%
2	8967	15.4%
3	8841	15.2%
-	8368	14.4%
0	5626	9.7%
5	5328	9.2%
4	4594	7.9%
	1135	2.0%
7	480	0.8%
6	397	0.7%
Other values (2)	725	1.2%

Hangul

Value	Count	Frequency (%)
전	71	25.0%
화	71	25.0%
번	71	25.0%
호	71	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58192	99.5%
Hangul	284	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	13731	23.6%
2	8967	15.4%
3	8841	15.2%
-	8368	14.4%
0	5626	9.7%
5	5328	9.2%
4	4594	7.9%
	1135	2.0%
7	480	0.8%
6	397	0.7%
Other values (2)	725	1.2%

Hangul

Value	Count	Frequency (%)
전	71	25.0%
화	71	25.0%
번	71	25.0%
호	71	25.0%

bdngownsenm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4637
자가	388
건물소유구분명	159
임대	9

Length

Max length	7
Median length	4
Mean length	3.9389563
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>	4637	89.3%
자가	388	7.5%
건물소유구분명	159	3.1%
임대	9	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4637	89.3%
자가	388	7.5%
건물소유구분명	159	3.1%
임대	9	0.2%

fctyowkepcnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4525
0	581
공장사무직종업원수	87

Length

Max length	9
Median length	4
Mean length	3.7481225
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>	4525	87.1%
0	581	11.2%
공장사무직종업원수	87	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4525	87.1%
0	581	11.2%
공장사무직종업원수	87	1.7%

fctypdtjobepcnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4525
0	581
공장생산직종업원수	87

Length

Max length	9
Median length	4
Mean length	3.7481225
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>	4525	87.1%
0	581	11.2%
공장생산직종업원수	87	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4525	87.1%
0	581	11.2%
공장생산직종업원수	87	1.7%

fctysiljobepcnt
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4525
0	581
공장판매직종업원수	87

Length

Max length	9
Median length	4
Mean length	3.7481225
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>	4525	87.1%
0	581	11.2%
공장판매직종업원수	87	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4525	87.1%
0	581	11.2%
공장판매직종업원수	87	1.7%

wtrsplyfacilsenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

상수도전용	2952
<NA>	2049
급수시설구분명	109
지하수전용	57
상수도(음용)지하수(주방용)겸용	21
Other values (2)	5

Length

Max length	19
Median length	5
Mean length	4.7013287
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
상수도전용	2952	56.8%
<NA>	2049	39.5%
급수시설구분명	109	2.1%
지하수전용	57	1.1%
상수도(음용)지하수(주방용)겸용	21	0.4%
간이상수도	3	0.1%
전용상수도(특정시설의 자가용 수도)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상수도전용	2952	56.8%
na	2049	39.4%
급수시설구분명	109	2.1%
지하수전용	57	1.1%
상수도(음용)지하수(주방용)겸용	21	0.4%
간이상수도	3	0.1%
전용상수도(특정시설의	2	< 0.1%
자가용	2	< 0.1%
수도	2	< 0.1%

maneipcnt
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4002
0	1098
남성종사자수	87
1	6

Length

Max length	6
Median length	4
Mean length	3.395725
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4002	77.1%
0	1098	21.1%
남성종사자수	87	1.7%
1	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4002	77.1%
0	1098	21.1%
남성종사자수	87	1.7%
1	6	0.1%

multusnupsoyn
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	10.3 KiB

False	5187
True	5
(Missing)	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	5187	99.9%
True	5	0.1%
(Missing)	1	< 0.1%

lvsenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4017
기타	965
등급구분명	159
자율	51
우수	1

Length

Max length	5
Median length	4
Mean length	3.638937
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4017	77.4%
기타	965	18.6%
등급구분명	159	3.1%
자율	51	1.0%
우수	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4017	77.4%
기타	965	18.6%
등급구분명	159	3.1%
자율	51	1.0%
우수	1	< 0.1%

isream
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	3002
0	2131
보증액	60

Length

Max length	4
Median length	4
Mean length	2.7573657
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>	3002	57.8%
0	2131	41.0%
보증액	60	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3002	57.8%
0	2131	41.0%
보증액	60	1.2%

hoffepcnt
Categorical

IMBALANCE

Distinct	19
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

0	2923
<NA>	1921
1	107
2	61
본사종업원수	60
Other values (14)	121

Length

Max length	6
Median length	1
Mean length	2.169844
Min length	1

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2923	56.3%
<NA>	1921	37.0%
1	107	2.1%
2	61	1.2%
본사종업원수	60	1.2%
3	39	0.8%
4	25	0.5%
5	19	0.4%
6	13	0.3%
8	7	0.1%
Other values (9)	18	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2923	56.3%
na	1921	37.0%
1	107	2.1%
2	61	1.2%
본사종업원수	60	1.2%
3	39	0.8%
4	25	0.5%
5	19	0.4%
6	13	0.3%
8	7	0.1%
Other values (9)	18	0.3%

faciltotscp
Real number (ℝ)

SKEWED ZEROS

Distinct	2061
Distinct (%)	39.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	55.760326

Minimum	0
Maximum	17067
Zeros	2182
Zeros (%)	42.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11.5
Q3	43.2125
95-th percentile	221.2405
Maximum	17067
Range	17067
Interquartile range (IQR)	43.2125

Descriptive statistics

Standard deviation	313.98497
Coefficient of variation (CV)	5.6309745
Kurtosis	1874.8764
Mean	55.760326
Median Absolute Deviation (MAD)	11.5
Skewness	38.437204
Sum	289507.61
Variance	98586.563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2182	42.0%
12.0	22	0.4%
18.0	17	0.3%
30.0	16	0.3%
20.0	14	0.3%
25.0	14	0.3%
8.0	11	0.2%
70.0	10	0.2%
40.0	10	0.2%
24.0	9	0.2%
Other values (2051)	2887	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2182	42.0%
1.0	1	< 0.1%
1.38	1	< 0.1%
2.08	2	< 0.1%
2.39	1	< 0.1%
3.0	2	< 0.1%
3.2	1	< 0.1%
3.22	1	< 0.1%
3.37	1	< 0.1%
3.62	1	< 0.1%

Value	Count	Frequency (%)
17067.0	1	< 0.1%
10058.04	1	< 0.1%
4950.0	1	< 0.1%
3623.63	1	< 0.1%
2491.24	2	< 0.1%
2115.5	1	< 0.1%
1914.0	1	< 0.1%
1887.0	1	< 0.1%
1534.5	2	< 0.1%
1434.0	1	< 0.1%

wmeipcnt
Categorical

IMBALANCE

Distinct	16
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	3983
0	1084
여성종사자수	87
3	7
5	6
Other values (11)	26

Length

Max length	6
Median length	4
Mean length	3.3857115
Min length	1

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	<NA>
3rd row	0
4th row	0
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	3983	76.7%
0	1084	20.9%
여성종사자수	87	1.7%
3	7	0.1%
5	6	0.1%
2	5	0.1%
9	4	0.1%
4	4	0.1%
8	3	0.1%
6	2	< 0.1%
Other values (6)	8	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	3983	76.7%
0	1084	20.9%
여성종사자수	87	1.7%
3	7	0.1%
5	6	0.1%
2	5	0.1%
9	4	0.1%
4	4	0.1%
8	3	0.1%
6	2	< 0.1%
Other values (6)	8	0.2%

trdpjubnsenm
Categorical

IMBALANCE

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4017
기타	985
영업장주변구분명	159
주택가주변	15
학교정화(상대)	9
Other values (2)	8

Length

Max length	8
Median length	4
Mean length	3.7579434
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4017	77.4%
기타	985	19.0%
영업장주변구분명	159	3.1%
주택가주변	15	0.3%
학교정화(상대)	9	0.2%
학교정화(절대)	6	0.1%
아파트지역	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4017	77.4%
기타	985	19.0%
영업장주변구분명	159	3.1%
주택가주변	15	0.3%
학교정화(상대	9	0.2%
학교정화(절대	6	0.1%
아파트지역	2	< 0.1%

monam
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	3002
0	2131
월세액	60

Length

Max length	4
Median length	4
Mean length	2.7573657
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>	3002	57.8%
0	2131	41.0%
월세액	60	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	3002	57.8%
0	2131	41.0%
월세액	60	1.2%

sntuptaenm
Categorical

Distinct	13
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

어린이집	1274
집단급식소	1255
산업체	812
학교	727
병원	492
Other values (8)	633

Length

Max length	8
Median length	6
Mean length	3.8220682
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	집단급식소
2nd row	학교
3rd row	학교
4th row	학교
5th row	집단급식소

Common Values

Value	Count	Frequency (%)
어린이집	1274	24.5%
집단급식소	1255	24.2%
산업체	812	15.6%
학교	727	14.0%
병원	492	9.5%
사회복지시설	237	4.6%
위탁급식영업	220	4.2%
공공기관	108	2.1%
기타 집단급식소	44	0.8%
기숙사	16	0.3%
Other values (3)	8	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
집단급식소	1299	24.8%
어린이집	1274	24.3%
산업체	812	15.5%
학교	727	13.9%
병원	492	9.4%
사회복지시설	237	4.5%
위탁급식영업	220	4.2%
공공기관	108	2.1%
기타	44	0.8%
기숙사	16	0.3%
Other values (3)	8	0.2%

jtupsomainedf
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
전통업소주된음식	160

Length

Max length	8
Median length	4
Mean length	4.1232428
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>	5033	96.9%
전통업소주된음식	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
전통업소주된음식	160	3.1%

jtupsoasgnno
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
전통업소지정번호	160

Length

Max length	8
Median length	4
Mean length	4.1232428
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>	5033	96.9%
전통업소지정번호	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
전통업소지정번호	160	3.1%

totepnum
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	4526
0	580
총종업원수	87

Length

Max length	5
Median length	4
Mean length	3.6816869
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>	4526	87.2%
0	580	11.2%
총종업원수	87	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4526	87.2%
0	580	11.2%
총종업원수	87	1.7%

homepage
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

<NA>	5033
홈페이지	160

Length

Max length	4
Median length	4
Mean length	4
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>	5033	96.9%
홈페이지	160	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	5033	96.9%
홈페이지	160	3.1%

last_load_dttm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	40.7 KiB

2023-07-01 05:16:03	4727
2023-07-01 05:16:04	466

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-07-01 05:16:03
2nd row	2023-07-01 05:16:03
3rd row	2023-07-01 05:16:03
4th row	2023-07-01 05:16:03
5th row	2023-07-01 05:16:03

Common Values

Value	Count	Frequency (%)
2023-07-01 05:16:03	4727	91.0%
2023-07-01 05:16:04	466	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-07-01	5193	50.0%
05:16:03	4727	45.5%
05:16:04	466	4.5%

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	bdngownsenm	fctyowkepcnt	fctypdtjobepcnt	fctysiljobepcnt	wtrsplyfacilsenm	maneipcnt	multusnupsoyn	lvsenm	isream	faciltotscp	wmeipcnt	trdpjubnsenm	monam	sntuptaenm	jtupsomainedf	jtupsoasgnno	totepnum	homepage	last_load_dttm
0	4	3250000	3250000-105-1992-00010	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	한국은행 부산본부	600091	부산광역시 중구 대청동1가 44-0번지	48949	부산광역시 중구 대청로 112 (대청동1가)	19920515	20130724	<NA>	<NA>	<NA>	02	폐업	385292.68193300000	180361.43835300000	20130410154359	집단급식소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	0	N	기타	<NA>	0.0	0	기타	<NA>	집단급식소	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
1	5	3250000	3250000-105-1998-00011	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	남성초등학교	600091	부산광역시 중구 대청동1가 10번지	48926	부산광역시 중구 샘길 14 (대청동1가)	19980420	<NA>	<NA>	<NA>	<NA>	01	영업	385491.91116300000	180721.27754500000	20170706095724	학교	051-123-1234	<NA>	<NA>	<NA>	<NA>	상수도전용	<NA>	N	기타	<NA>	163.24	<NA>	기타	<NA>	학교	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
2	6	3250000	3250000-105-1998-00012	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	보수초등학교	600803	부산광역시 중구 보수동1가 50-1번지	48962	부산광역시 중구 흑교로 74 (보수동1가)	19980427	<NA>	<NA>	<NA>	<NA>	01	영업	384584.74633900000	180738.18132800000	20171027155552	학교	051-123-1234	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	기타	<NA>	0.0	0	기타	<NA>	학교	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
3	7	3250000	3250000-105-1998-00013	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	봉래초등학교	600811	부산광역시 중구 영주동 580-0번지	48922	부산광역시 중구 대영로226번길 15 (영주동)	19980427	<NA>	<NA>	<NA>	<NA>	01	영업	385676.15914800000	181391.55498800000	20170706095902	학교	051-123-1234	<NA>	<NA>	<NA>	<NA>	상수도전용	0	N	기타	<NA>	669.5	0	기타	<NA>	학교	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
4	8	3250000	3250000-105-1998-00014	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	부산삼육초등학교	600810	부산광역시 중구 영주동 63-31번지	48910	부산광역시 중구 초량상로5번길 28 (영주동)	19980619	20160331	<NA>	<NA>	<NA>	02	폐업	385436.10017500000	181550.22326000000	20150306113242	집단급식소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	기타	<NA>	26.07	<NA>	기타	<NA>	집단급식소	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
5	9	3250000	3250000-105-1987-00003	07_21_02_P	I	2018-08-31 23:59:59.0	<NA>	서라벌호텔직원식당	600091	부산광역시 중구 대청동1가 25-1번지	48932	부산광역시 중구 복병산길6번길 13 (대청동1가)	19870627	20131122	<NA>	<NA>	<NA>	02	폐업	385388.78044100000	180457.95549800000	20120127155127	집단급식소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	기타	<NA>	0.0	<NA>	기타	<NA>	집단급식소	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
6	10	3250000	3250000-105-1987-00007	07_21_02_P	U	2022-01-25 02:40:00.0	집단급식소	(재)천주교부산교구메리놀병원 집단급식소	600800	부산광역시 중구 대청동4가 12-0	48972	부산광역시 중구 중구로 121 (대청동4가)	19870627	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385245.491143612	180646.524586019	20220123145053	병원	051 4612398	<NA>	0	0	0	상수도전용	0	N	기타	0	0.0	0	기타	0	병원	<NA>	<NA>	0	<NA>	2023-07-01 05:16:03
7	11	3250000	3250000-105-2018-00003	07_21_02_P	U	2022-03-12 02:40:00.0	집단급식소	중구종합사회복지관	600800	부산광역시 중구 대청동4가 75-7	48904	부산광역시 중구 망양로 309, 1층 (대청동4가)	20180903	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	384855.504330647	180405.840143404	20220310135631	사회복지시설	051 464 3137	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	0	53.5	<NA>	<NA>	0	사회복지시설	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:03
8	12	3250000	3250000-105-2018-00002	07_21_02_P	U	2022-01-25 02:40:00.0	집단급식소	휘림한방병원	600714	부산광역시 중구 중앙동6가 12 국제빌딩	48942	부산광역시 중구 중앙대로 26, 국제빌딩 5층 (중앙동6가)	20180821	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385666.280865059	179774.158396281	20220123150109	병원	051 517 0050	<NA>	0	0	0	상수도전용	0	N	<NA>	0	118.08	0	<NA>	0	병원	<NA>	<NA>	0	<NA>	2023-07-01 05:16:03
9	13	3250000	3250000-105-1987-00002	07_21_02_P	U	2022-01-25 02:40:00.0	집단급식소	코모도호텔	600811	부산광역시 중구 영주동 742-13	48912	부산광역시 중구 중구로 151 (영주동)	19870627	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385475.543050054	180776.200989752	20220123152419	산업체	051 4669101	<NA>	0	0	0	상수도전용	0	N	기타	0	0.0	0	기타	0	산업체	<NA>	<NA>	0	<NA>	2023-07-01 05:16:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	bdngownsenm	fctyowkepcnt	fctypdtjobepcnt	fctysiljobepcnt	wtrsplyfacilsenm	maneipcnt	multusnupsoyn	lvsenm	isream	hoffepcnt	faciltotscp	wmeipcnt	trdpjubnsenm	monam	sntuptaenm	jtupsomainedf	jtupsoasgnno	totepnum	homepage	last_load_dttm
5183	11308	3290000	3290000-105-2021-00003	07_21_02_P	I	2021-03-13 00:23:00.0	집단급식소	가람푸드	614820	부산광역시 부산진구 부암동 520-3	<NA>	<NA>	20210311	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385455.045842706	187581.788440089	20210311151130	산업체	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	0	0	0.0	<NA>	<NA>	0	산업체	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04
5184	11309	3300000	3300000-105-2021-00003	07_21_02_P	U	2022-08-28 02:40:00.0	집단급식소	주영어린이집	607807	부산광역시 동래구 명장동 302-1	47762	부산광역시 동래구 시실로211번길 51, 1층 (명장동)	20210312	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	391146.135779306	191937.453947773	20220826171135	어린이집	<NA>	<NA>	0	0	0	상수도전용	0	N	<NA>	0	0	13.5	0	<NA>	0	어린이집	<NA>	<NA>	0	<NA>	2023-07-01 05:16:04
5185	11310	3300000	3300000-105-2021-00003	07_21_02_P	U	2022-08-28 02:40:00.0	집단급식소	주영어린이집	607807	부산광역시 동래구 명장동 302-1	47762	부산광역시 동래구 시실로211번길 51, 1층 (명장동)	20210312	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	391146.135779306	191937.453947773	20220826171135	어린이집	<NA>	<NA>	0	0	0	상수도전용	0	N	<NA>	0	0	13.5	0	<NA>	0	어린이집	<NA>	<NA>	0	<NA>	2023-07-01 05:16:04
5186	11311	3350000	3350000-105-2021-00001	07_21_02_P	U	2021-11-06 02:40:00.0	집단급식소	다움병원	609370	부산광역시 금정구 두구동 298-2 동래병원	46208	부산광역시 금정구 체육공원로 608, 동래병원 (두구동)	20210315	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	392039.11769823	201548.570905185	20211104110047	병원	<NA>	<NA>	0	0	0	지하수전용	0	N	<NA>	0	0	78.9	0	<NA>	0	병원	<NA>	<NA>	0	<NA>	2023-07-01 05:16:04
5187	11312	3320000	3320000-105-2021-00002	07_21_02_P	U	2021-03-20 02:40:00.0	집단급식소	현대여울림유치원	616751	부산광역시 북구 구포동 1103-2 현대아파트	46651	부산광역시 북구 백양대로 1003 (구포동, 현대아파트)	20210316	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	381432.330084105	190402.183262767	20210318100509	어린이집	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	70.39	<NA>	<NA>	<NA>	어린이집	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04
5188	11313	3280000	3280000-105-2021-00004	07_21_02_P	U	2021-04-01 02:40:00.0	집단급식소	영도구장애인복지관	606809	부산광역시 영도구 동삼동 516-1 영도어울림문화공원	49114	부산광역시 영도구 함지로79번길 6 (동삼동)	20210318	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	388368.918455131	177053.822821527	20210330161101	사회복지시설	051 403 6060	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	0.0	<NA>	<NA>	<NA>	사회복지시설	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04
5189	11320	3360000	3360000-120-2021-00003	07_21_01_P	I	2021-04-02 00:22:59.0	위탁급식영업	동헌레미콘 구내식당	618230	부산광역시 강서구 지사동 134-2	46749	부산광역시 강서구 명동길 47 (지사동)	20210331	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업	367732.539887136	183873.587535989	20210331151833	위탁급식영업	전화번호	건물소유구분명	공장사무직종업원수	공장생산직종업원수	공장판매직종업원수	급수시설구분명	남성종사자수	N	등급구분명	보증액	본사종업원수	0.0	여성종사자수	영업장주변구분명	월세액	위탁급식영업	전통업소주된음식	전통업소지정번호	총종업원수	홈페이지	2023-07-01 05:16:04
5190	11321	3280000	3280000-105-2021-00006	07_21_02_P	U	2022-04-28 02:40:00.0	집단급식소	라발스호텔 직원식당	606061	부산광역시 영도구 봉래동1가 29 라발스 호텔 부산	49033	부산광역시 영도구 봉래나루로 82, 라발스 호텔 부산 2층 (봉래동1가)	20210331	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	385874.95130923	179172.639143771	20220426114639	산업체	051 293 1624	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	0	0	72.38	<NA>	<NA>	0	산업체	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04
5191	11322	3340000	3340000-105-2021-00002	07_21_02_P	U	2021-04-14 02:40:00.0	집단급식소	사하뷰웰어린이집	604838	부산광역시 사하구 신평동 669 사하 뷰웰	49418	부산광역시 사하구 신산북로43번길 59 (신평동, 사하 뷰웰)	20210331	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	379738.857250898	179113.161887298	20210412115140	어린이집	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	<NA>	<NA>	11.75	<NA>	<NA>	<NA>	어린이집	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04
5192	11323	3360000	3360000-105-2021-00007	07_21_02_P	I	2021-04-02 00:22:59.0	집단급식소	(주)동헌레미콘	618230	부산광역시 강서구 지사동 134-2	46749	부산광역시 강서구 명동길 47 (지사동)	20210331	<NA>	<NA>	<NA>	<NA>	영업/정상	영업	367732.539887136	183873.587535989	20210331152105	산업체	051 972 8701	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	N	<NA>	0	0	0.0	<NA>	<NA>	0	산업체	<NA>	<NA>	<NA>	<NA>	2023-07-01 05:16:04

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

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

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

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

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Lowercase Letter

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Letter Number

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII