gimi9 Pandas Profiling

Dataset statistics

Number of variables	63
Number of observations	1462
Missing cells	10181
Missing cells (%)	11.1%
Duplicate rows	1
Duplicate rows (%)	0.1%
Total size in memory	728.3 KiB
Average record size in memory	510.1 B

Variable types

Text	11
Numeric	6
Categorical	45
DateTime	1

Dataset

Description	2021-03-01
Author	부산시공공데이터포털
URL	https://bigdata.busan.go.kr/data/bigDataDetailView.do?menuCode=M00000000007&hdfs_file_sn=20230901051401141000

Alerts

`last_load_dttm` has constant value ""	Constant
Dataset has 1 (0.1%) duplicate rows	Duplicates
`opnsvcid` is highly imbalanced (85.7%)	Imbalance
`updategbn` is highly imbalanced (95.8%)	Imbalance
`updatedt` is highly imbalanced (91.4%)	Imbalance
`opnsvcnm` is highly imbalanced (86.3%)	Imbalance
`sitepostno` is highly imbalanced (96.7%)	Imbalance
`rdnpostno` is highly imbalanced (90.6%)	Imbalance
`uptaenm` is highly imbalanced (54.7%)	Imbalance
`sitetel` is highly imbalanced (91.6%)	Imbalance
`gaspdtsortnm` is highly imbalanced (96.7%)	Imbalance
`gassortnm` is highly imbalanced (96.7%)	Imbalance
`upchnm` is highly imbalanced (96.7%)	Imbalance
`suprulesctn` is highly imbalanced (96.7%)	Imbalance
`spyvolt` is highly imbalanced (96.7%)	Imbalance
`ltchgcn` is highly imbalanced (96.7%)	Imbalance
`exmran` is highly imbalanced (96.7%)	Imbalance
`prdsiz` is highly imbalanced (96.7%)	Imbalance
`baelt` is highly imbalanced (96.7%)	Imbalance
`baeesbplc` is highly imbalanced (96.7%)	Imbalance
`offtelno` is highly imbalanced (91.6%)	Imbalance
`ofear` is highly imbalanced (96.7%)	Imbalance
`bsnsopeningprearrymd` is highly imbalanced (96.7%)	Imbalance
`wrkpgrdsrvsenm` is highly imbalanced (96.6%)	Imbalance
`wrkptelno` is highly imbalanced (96.7%)	Imbalance
`useobj` is highly imbalanced (94.8%)	Imbalance
`dsnrspvsnsortnm` is highly imbalanced (96.7%)	Imbalance
`equnm` is highly imbalanced (96.7%)	Imbalance
`equcap` is highly imbalanced (96.7%)	Imbalance
`stanm` is highly imbalanced (96.7%)	Imbalance
`faciluseyn` is highly imbalanced (96.7%)	Imbalance
`realcapt` is highly imbalanced (96.7%)	Imbalance
`cobgbnnm` is highly imbalanced (96.7%)	Imbalance
`instrstoroomar` is highly imbalanced (96.7%)	Imbalance
`motpowersortnm` is highly imbalanced (96.7%)	Imbalance
`cyprpdtfacil` is highly imbalanced (96.7%)	Imbalance
`capt` is highly imbalanced (96.7%)	Imbalance
`saveequloc` is highly imbalanced (96.7%)	Imbalance
`scoalar` is highly imbalanced (96.7%)	Imbalance
`permcn` is highly imbalanced (96.7%)	Imbalance
`prdsenm` is highly imbalanced (93.2%)	Imbalance
`frequ` is highly imbalanced (96.7%)	Imbalance
`cgpar` is highly imbalanced (96.7%)	Imbalance
`rlservlnennm` is highly imbalanced (96.7%)	Imbalance
`tregascap` is highly imbalanced (96.7%)	Imbalance
`rdnwhladdr` has 306 (20.9%) missing values	Missing
`dcbymd` has 986 (67.4%) missing values	Missing
`clgstdt` has 1332 (91.1%) missing values	Missing
`clgenddt` has 1332 (91.1%) missing values	Missing
`ropnymd` has 1388 (94.9%) missing values	Missing
`x` has 241 (16.5%) missing values	Missing
`y` has 241 (16.5%) missing values	Missing
`usemet` has 1435 (98.2%) missing values	Missing
`sygrglstcnt` has 1439 (98.4%) missing values	Missing
`bmonuseqy` has 1439 (98.4%) missing values	Missing
`mgtno` is highly skewed (γ1 = -28.18003615)	Skewed
`apvpermymd` is highly skewed (γ1 = -28.10698368)	Skewed

Reproduction

Analysis started	2024-04-16 04:11:38.348805
Analysis finished	2024-04-16 04:11:40.064514
Duration	1.72 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

skey
Text

Distinct	1460
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

Length

Max length	26
Median length	3
Mean length	3.2831737
Min length	1

Characters and Unicode

Total characters	4800
Distinct characters	35
Distinct categories	6 ?
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	1459 ?
Unique (%)	99.8%

Sample

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

Value	Count	Frequency (%)
압축산소의	3	0.2%
이동식	3	0.2%
경우	3	0.2%
1371	1	0.1%
958	1	0.1%
976	1	0.1%
975	1	0.1%
974	1	0.1%
973	1	0.1%
972	1	0.1%
Other values (1454)	1454	98.9%

Most occurring characters

Value	Count	Frequency (%)
1	907	18.9%
2	515	10.7%
3	503	10.5%
7	419	8.7%
4	406	8.5%
8	402	8.4%
0	400	8.3%
5	400	8.3%
6	399	8.3%
9	389	8.1%
Other values (25)	60	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4740	98.8%
Other Letter	41	0.9%
Dash Punctuation	9	0.2%
Space Separator	8	0.2%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
축	3	7.3%
압	3	7.3%
식	3	7.3%
이	3	7.3%
우	3	7.3%
경	3	7.3%
의	3	7.3%
소	3	7.3%
산	3	7.3%
동	3	7.3%
Other values (11)	11	26.8%

Decimal Number

Value	Count	Frequency (%)
1	907	19.1%
2	515	10.9%
3	503	10.6%
7	419	8.8%
4	406	8.6%
8	402	8.5%
0	400	8.4%
5	400	8.4%
6	399	8.4%
9	389	8.2%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Space Separator

Value	Count	Frequency (%)
	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4759	99.1%
Hangul	41	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
축	3	7.3%
압	3	7.3%
식	3	7.3%
이	3	7.3%
우	3	7.3%
경	3	7.3%
의	3	7.3%
소	3	7.3%
산	3	7.3%
동	3	7.3%
Other values (11)	11	26.8%

Common

Value	Count	Frequency (%)
1	907	19.1%
2	515	10.8%
3	503	10.6%
7	419	8.8%
4	406	8.5%
8	402	8.4%
0	400	8.4%
5	400	8.4%
6	399	8.4%
9	389	8.2%
Other values (4)	19	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4759	99.1%
Hangul	41	0.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	907	19.1%
2	515	10.8%
3	503	10.6%
7	419	8.8%
4	406	8.5%
8	402	8.4%
0	400	8.4%
5	400	8.4%
6	399	8.4%
9	389	8.2%
Other values (4)	19	0.4%

Hangul

Value	Count	Frequency (%)
축	3	7.3%
압	3	7.3%
식	3	7.3%
이	3	7.3%
우	3	7.3%
경	3	7.3%
의	3	7.3%
소	3	7.3%
산	3	7.3%
동	3	7.3%
Other values (11)	11	26.8%

opnsfteamcode
Real number (ℝ)

Distinct	16
Distinct (%)	1.1%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	3337556.6

Minimum	3250000
Maximum	3400000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	3250000
5-th percentile	3270000
Q1	3300000
median	3340000
Q3	3380000
95-th percentile	3400000
Maximum	3400000
Range	150000
Interquartile range (IQR)	80000

Descriptive statistics

Standard deviation	42045.089
Coefficient of variation (CV)	0.012597566
Kurtosis	-1.0598843
Mean	3337556.6
Median Absolute Deviation (MAD)	40000
Skewness	-0.17695447
Sum	4.86282 × 10⁹
Variance	1.7677895 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3390000	204	14.0%
3340000	151	10.3%
3290000	116	7.9%
3350000	113	7.7%
3400000	102	7.0%
3310000	97	6.6%
3360000	97	6.6%
3320000	90	6.2%
3300000	87	6.0%
3330000	85	5.8%
Other values (6)	315	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3250000	24	1.6%
3260000	38	2.6%
3270000	51	3.5%
3280000	67	4.6%
3290000	116	7.9%
3300000	87	6.0%
3310000	97	6.6%
3320000	90	6.2%
3330000	85	5.8%
3340000	151	10.3%

Value	Count	Frequency (%)
3400000	102	7.0%
3390000	204	14.0%
3380000	63	4.3%
3370000	72	4.9%
3360000	97	6.6%
3350000	113	7.7%
3340000	151	10.3%
3330000	85	5.8%
3320000	90	6.2%
3310000	97	6.6%

mgtno
Real number (ℝ)

SKEWED

Distinct	618
Distinct (%)	42.4%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.996286 × 10¹⁸

Minimum	1.195339 × 10¹⁸
Maximum	2.02134 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	1.195339 × 10¹⁸
5-th percentile	1.976339 × 10¹⁸
Q1	1.992337 × 10¹⁸
median	1.99534 × 10¹⁸
Q3	2.003329 × 10¹⁸
95-th percentile	2.0135342 × 10¹⁸
Maximum	2.02134 × 10¹⁸
Range	8.2600101 × 10¹⁷
Interquartile range (IQR)	1.0992 × 10¹⁶

Descriptive statistics

Standard deviation	2.3229928 × 10¹⁶
Coefficient of variation (CV)	0.011636573
Kurtosis	971.76133
Mean	1.996286 × 10¹⁸
Median Absolute Deviation (MAD)	4.998999 × 10¹⁵
Skewness	-28.180036
Sum	-5.9969095 × 10¹⁸
Variance	5.3962956 × 10³²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2003332005901499904	18	1.2%
2000329001301499904	18	1.2%
1994336001301499904	18	1.2%
1993339001501499904	15	1.0%
1994333001501200128	13	0.9%
1999329001301200128	13	0.9%
1994339001501499904	12	0.8%
2001335001501200128	9	0.6%
1992339001501499904	9	0.6%
1994331001601200128	9	0.6%
Other values (608)	1323	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1195339001501499904	1	0.1%
1967334001701499904	1	0.1%
1968331001601499904	1	0.1%
1969325001401200128	1	0.1%
1970335001501200128	1	0.1%
1971325001401200128	3	0.2%
1971334001701200128	1	0.1%
1971337006901200128	1	0.1%
1972331001601200128	1	0.1%
1973334001701200128	2	0.1%

Value	Count	Frequency (%)
2021340010901499904	2	0.1%
2021339010902099968	1	0.1%
2021336014502200064	1	0.1%
2021336014502099968	1	0.1%
2021332010702200064	1	0.1%
2020340010912199936	1	0.1%
2020340010902200064	1	0.1%
2020340010902099968	2	0.1%
2020339009112199936	1	0.1%
2020339009102099968	2	0.1%

opnsvcid
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

09_28_08_P	1406
09_28_05_P	28
09_28_14_P	23
<NA>	5

Length

Max length	10
Median length	10
Mean length	9.9794802
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	09_28_08_P
2nd row	09_28_08_P
3rd row	09_28_08_P
4th row	09_28_08_P
5th row	09_28_08_P

Common Values

Value	Count	Frequency (%)
09_28_08_P	1406	96.2%
09_28_05_P	28	1.9%
09_28_14_P	23	1.6%
<NA>	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
09_28_08_p	1406	96.2%
09_28_05_p	28	1.9%
09_28_14_p	23	1.6%
na	5	0.3%

updategbn
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

I	1452
U	5
<NA>	5

Length

Max length	4
Median length	1
Mean length	1.0102599
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	1452	99.3%
U	5	0.3%
<NA>	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
i	1452	99.3%
u	5	0.3%
na	5	0.3%

updatedt
Categorical

IMBALANCE

Distinct	46
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

2018-08-31 23:59:59.0	1401
170	3
2019-10-06 00:22:43.0	3
2019-09-29 02:22:39.0	3
2020-09-06 00:23:13.0	2
Other values (41)	50

Length

Max length	21
Median length	21
Mean length	20.93844
Min length	2

Unique

Unique	32 ?
Unique (%)	2.2%

Sample

1st row	2018-08-31 23:59:59.0
2nd row	2018-08-31 23:59:59.0
3rd row	2018-08-31 23:59:59.0
4th row	2018-08-31 23:59:59.0
5th row	2018-08-31 23:59:59.0

Common Values

Value	Count	Frequency (%)
2018-08-31 23:59:59.0	1401	95.8%
170	3	0.2%
2019-10-06 00:22:43.0	3	0.2%
2019-09-29 02:22:39.0	3	0.2%
2020-09-06 00:23:13.0	2	0.1%
2021-02-24 00:23:01.0	2	0.1%
2019-10-05 00:22:54.0	2	0.1%
2020-01-09 00:23:25.0	2	0.1%
2018-09-06 11:43:53.0	2	0.1%
2020-10-01 00:23:11.0	2	0.1%
Other values (36)	40	2.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2018-08-31	1401	48.0%
23:59:59.0	1401	48.0%
02:22:39.0	3	0.1%
02:40:00.0	3	0.1%
00:23:06.0	3	0.1%
00:23:13.0	3	0.1%
00:23:09.0	3	0.1%
00:23:22.0	3	0.1%
170	3	0.1%
2019-09-29	3	0.1%
Other values (72)	93	3.2%

opnsvcnm
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1408
고압가스업	28
특정고압가스업	23
석유판매업	3

Length

Max length	7
Median length	4
Mean length	4.0683995
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>	1408	96.3%
고압가스업	28	1.9%
특정고압가스업	23	1.6%
석유판매업	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1408	96.3%
고압가스업	28	1.9%
특정고압가스업	23	1.6%
석유판매업	3	0.2%

bplcnm
Text

Distinct	1162
Distinct (%)	79.8%
Missing	5
Missing (%)	0.3%
Memory size	11.6 KiB

Length

Max length	31
Median length	24
Mean length	6.9142073
Min length	4

Characters and Unicode

Total characters	10074
Distinct characters	371
Distinct categories	9 ?
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	1000 ?
Unique (%)	68.6%

Sample

1st row	고려주유소
2nd row	영신석유
3rd row	남포석유상사
4th row	강남주유소
5th row	에스씨(주) 제일주유소

Value	Count	Frequency (%)
직영	11	0.7%
현대석유	10	0.6%
주)os에너지	8	0.5%
유성석유	8	0.5%
삼성석유	8	0.5%
대동석유	8	0.5%
제일석유	7	0.4%
금성석유	7	0.4%
부산석유	7	0.4%
경동석유	7	0.4%
Other values (1221)	1563	95.1%

Most occurring characters

Value	Count	Frequency (%)
유	1292	12.8%
주	936	9.3%
석	643	6.4%
소	613	6.1%
(	350	3.5%
)	350	3.5%
지	220	2.2%
에	218	2.2%
대	195	1.9%
동	189	1.9%
Other values (361)	5068	50.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	8911	88.5%
Open Punctuation	352	3.5%
Close Punctuation	352	3.5%
Uppercase Letter	202	2.0%
Space Separator	187	1.9%
Lowercase Letter	31	0.3%
Decimal Number	27	0.3%
Other Punctuation	7	0.1%
Other Symbol	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
유	1292	14.5%
주	936	10.5%
석	643	7.2%
소	613	6.9%
지	220	2.5%
에	218	2.4%
대	195	2.2%
동	189	2.1%
너	182	2.0%
성	133	1.5%
Other values (321)	4290	48.1%

Uppercase Letter

Value	Count	Frequency (%)
S	81	40.1%
K	62	30.7%
C	13	6.4%
O	11	5.4%
G	8	4.0%
I	8	4.0%
H	4	2.0%
T	3	1.5%
P	3	1.5%
L	2	1.0%
Other values (5)	7	3.5%

Lowercase Letter

Value	Count	Frequency (%)
s	9	29.0%
k	7	22.6%
e	4	12.9%
l	3	9.7%
f	3	9.7%
c	2	6.5%
m	1	3.2%
h	1	3.2%
o	1	3.2%

Decimal Number

Value	Count	Frequency (%)
1	9	33.3%
2	8	29.6%
9	3	11.1%
3	2	7.4%
0	2	7.4%
8	2	7.4%
6	1	3.7%

Other Punctuation

Value	Count	Frequency (%)
&	4	57.1%
.	2	28.6%
,	1	14.3%

Open Punctuation

Value	Count	Frequency (%)
(	350	99.4%
[	2	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	350	99.4%
]	2	0.6%

Space Separator

Value	Count	Frequency (%)
	187	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	8916	88.5%
Common	925	9.2%
Latin	233	2.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
유	1292	14.5%
주	936	10.5%
석	643	7.2%
소	613	6.9%
지	220	2.5%
에	218	2.4%
대	195	2.2%
동	189	2.1%
너	182	2.0%
성	133	1.5%
Other values (322)	4295	48.2%

Latin

Value	Count	Frequency (%)
S	81	34.8%
K	62	26.6%
C	13	5.6%
O	11	4.7%
s	9	3.9%
G	8	3.4%
I	8	3.4%
k	7	3.0%
H	4	1.7%
e	4	1.7%
Other values (14)	26	11.2%

Common

Value	Count	Frequency (%)
(	350	37.8%
)	350	37.8%
	187	20.2%
1	9	1.0%
2	8	0.9%
&	4	0.4%
9	3	0.3%
3	2	0.2%
0	2	0.2%
8	2	0.2%
Other values (5)	8	0.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	8911	88.5%
ASCII	1158	11.5%
None	5	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
유	1292	14.5%
주	936	10.5%
석	643	7.2%
소	613	6.9%
지	220	2.5%
에	218	2.4%
대	195	2.2%
동	189	2.1%
너	182	2.0%
성	133	1.5%
Other values (321)	4290	48.1%

ASCII

Value	Count	Frequency (%)
(	350	30.2%
)	350	30.2%
	187	16.1%
S	81	7.0%
K	62	5.4%
C	13	1.1%
O	11	0.9%
s	9	0.8%
1	9	0.8%
2	8	0.7%
Other values (29)	78	6.7%

None

Value	Count	Frequency (%)
㈜	5	100.0%

sitepostno
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
지번우편번호	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
지번우편번호	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
지번우편번호	5	0.3%

sitewhladdr
Text

Distinct	1361
Distinct (%)	93.6%
Missing	8
Missing (%)	0.5%
Memory size	11.6 KiB

Length

Max length	68
Median length	65
Mean length	24.088721
Min length	14

Characters and Unicode

Total characters	35025
Distinct characters	214
Distinct categories	8 ?
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	1283 ?
Unique (%)	88.2%

Sample

1st row	부산광역시 중구 중앙동5가 70번지
2nd row	부산광역시 중구 영주동 73-11번지
3rd row	부산광역시 중구 대청동4가 31-17번지
4th row	부산광역시 중구 중앙동4가 82-8번지
5th row	부산광역시 중구 영주동 556-3외10필지번지

Value	Count	Frequency (%)
부산광역시	1450	23.2%
사상구	197	3.2%
사하구	151	2.4%
부산진구	118	1.9%
금정구	111	1.8%
남구	99	1.6%
기장군	99	1.6%
강서구	97	1.6%
북구	93	1.5%
동래구	90	1.4%
Other values (1719)	3736	59.9%

Most occurring characters

Value	Count	Frequency (%)
	6237	17.8%
산	1685	4.8%
부	1647	4.7%
동	1589	4.5%
1	1529	4.4%
지	1510	4.3%
광	1487	4.2%
시	1459	4.2%
역	1452	4.1%
구	1442	4.1%
Other values (204)	14988	42.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	19763	56.4%
Decimal Number	7312	20.9%
Space Separator	6237	17.8%
Dash Punctuation	1436	4.1%
Other Punctuation	184	0.5%
Close Punctuation	38	0.1%
Open Punctuation	38	0.1%
Uppercase Letter	17	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	1685	8.5%
부	1647	8.3%
동	1589	8.0%
지	1510	7.6%
광	1487	7.5%
시	1459	7.4%
역	1452	7.3%
구	1442	7.3%
번	1431	7.2%
사	385	1.9%
Other values (176)	5676	28.7%

Uppercase Letter

Value	Count	Frequency (%)
A	2	11.8%
N	2	11.8%
S	2	11.8%
E	2	11.8%
M	2	11.8%
O	1	5.9%
L	1	5.9%
K	1	5.9%
V	1	5.9%
I	1	5.9%
Other values (2)	2	11.8%

Decimal Number

Value	Count	Frequency (%)
1	1529	20.9%
2	1010	13.8%
3	795	10.9%
4	755	10.3%
5	676	9.2%
8	530	7.2%
7	527	7.2%
0	523	7.2%
6	496	6.8%
9	471	6.4%

Other Punctuation

Value	Count	Frequency (%)
,	183	99.5%
/	1	0.5%

Space Separator

Value	Count	Frequency (%)
	6237	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1436	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	38	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	19763	56.4%
Common	15245	43.5%
Latin	17	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	1685	8.5%
부	1647	8.3%
동	1589	8.0%
지	1510	7.6%
광	1487	7.5%
시	1459	7.4%
역	1452	7.3%
구	1442	7.3%
번	1431	7.2%
사	385	1.9%
Other values (176)	5676	28.7%

Common

Value	Count	Frequency (%)
	6237	40.9%
1	1529	10.0%
-	1436	9.4%
2	1010	6.6%
3	795	5.2%
4	755	5.0%
5	676	4.4%
8	530	3.5%
7	527	3.5%
0	523	3.4%
Other values (6)	1227	8.0%

Latin

Value	Count	Frequency (%)
A	2	11.8%
N	2	11.8%
S	2	11.8%
E	2	11.8%
M	2	11.8%
O	1	5.9%
L	1	5.9%
K	1	5.9%
V	1	5.9%
I	1	5.9%
Other values (2)	2	11.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	19763	56.4%
ASCII	15262	43.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6237	40.9%
1	1529	10.0%
-	1436	9.4%
2	1010	6.6%
3	795	5.2%
4	755	4.9%
5	676	4.4%
8	530	3.5%
7	527	3.5%
0	523	3.4%
Other values (18)	1244	8.2%

Hangul

Value	Count	Frequency (%)
산	1685	8.5%
부	1647	8.3%
동	1589	8.0%
지	1510	7.6%
광	1487	7.5%
시	1459	7.4%
역	1452	7.3%
구	1442	7.3%
번	1431	7.2%
사	385	1.9%
Other values (176)	5676	28.7%

rdnpostno
Categorical

IMBALANCE

Distinct	49
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

48947	1392
<NA>	8
46754	4
46996	3
46028	3
Other values (44)	52

Length

Max length	7
Median length	5
Mean length	4.995896
Min length	4

Unique

Unique	38 ?
Unique (%)	2.6%

Sample

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

Common Values

Value	Count	Frequency (%)
48947	1392	95.2%
<NA>	8	0.5%
46754	4	0.3%
46996	3	0.2%
46028	3	0.2%
46753	3	0.2%
49426	3	0.2%
46718	2	0.1%
46985	2	0.1%
48496	2	0.1%
Other values (39)	40	2.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
48947	1392	95.2%
na	8	0.5%
46754	4	0.3%
46996	3	0.2%
46028	3	0.2%
46753	3	0.2%
49426	3	0.2%
46058	2	0.1%
48496	2	0.1%
46985	2	0.1%
Other values (39)	40	2.7%

rdnwhladdr
Text

MISSING

Distinct	1101
Distinct (%)	95.2%
Missing	306
Missing (%)	20.9%
Memory size	11.6 KiB

Length

Max length	57
Median length	48
Mean length	25.226644
Min length	2

Characters and Unicode

Total characters	29162
Distinct characters	265
Distinct categories	8 ?
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	1054 ?
Unique (%)	91.2%

Sample

1st row	부산광역시 중구 대청로 153 (중앙동5가)
2nd row	부산광역시 중구 중앙대로 120 (중앙동4가)
3rd row	부산광역시 중구 중구로 194 (영주동)
4th row	부산광역시 중구 보수대로 62 (부평동4가)
5th row	부산광역시 중구 보동길 10 (보수동1가)

Value	Count	Frequency (%)
부산광역시	1150	19.7%
사상구	145	2.5%
부산진구	104	1.8%
사하구	104	1.8%
금정구	98	1.7%
기장군	89	1.5%
강서구	87	1.5%
해운대구	76	1.3%
남구	76	1.3%
동래구	74	1.3%
Other values (1330)	3830	65.7%

Most occurring characters

Value	Count	Frequency (%)
	4920	16.9%
산	1367	4.7%
동	1358	4.7%
부	1313	4.5%
광	1205	4.1%
시	1175	4.0%
역	1152	4.0%
구	1137	3.9%
로	1121	3.8%
)	1086	3.7%
Other values (255)	13328	45.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	17697	60.7%
Space Separator	4920	16.9%
Decimal Number	4142	14.2%
Close Punctuation	1086	3.7%
Open Punctuation	1086	3.7%
Dash Punctuation	127	0.4%
Other Punctuation	95	0.3%
Uppercase Letter	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	1367	7.7%
동	1358	7.7%
부	1313	7.4%
광	1205	6.8%
시	1175	6.6%
역	1152	6.5%
구	1137	6.4%
로	1121	6.3%
대	550	3.1%
길	326	1.8%
Other values (233)	6993	39.5%

Decimal Number

Value	Count	Frequency (%)
1	855	20.6%
2	582	14.1%
3	470	11.3%
4	362	8.7%
5	351	8.5%
7	338	8.2%
6	317	7.7%
0	315	7.6%
8	282	6.8%
9	270	6.5%

Uppercase Letter

Value	Count	Frequency (%)
M	2	22.2%
N	2	22.2%
A	2	22.2%
O	1	11.1%
S	1	11.1%
E	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
,	94	98.9%
/	1	1.1%

Space Separator

Value	Count	Frequency (%)
	4920	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1086	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1086	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	127	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	17697	60.7%
Common	11456	39.3%
Latin	9	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	1367	7.7%
동	1358	7.7%
부	1313	7.4%
광	1205	6.8%
시	1175	6.6%
역	1152	6.5%
구	1137	6.4%
로	1121	6.3%
대	550	3.1%
길	326	1.8%
Other values (233)	6993	39.5%

Common

Value	Count	Frequency (%)
	4920	42.9%
)	1086	9.5%
(	1086	9.5%
1	855	7.5%
2	582	5.1%
3	470	4.1%
4	362	3.2%
5	351	3.1%
7	338	3.0%
6	317	2.8%
Other values (6)	1089	9.5%

Latin

Value	Count	Frequency (%)
M	2	22.2%
N	2	22.2%
A	2	22.2%
O	1	11.1%
S	1	11.1%
E	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	17697	60.7%
ASCII	11465	39.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4920	42.9%
)	1086	9.5%
(	1086	9.5%
1	855	7.5%
2	582	5.1%
3	470	4.1%
4	362	3.2%
5	351	3.1%
7	338	2.9%
6	317	2.8%
Other values (12)	1098	9.6%

Hangul

Value	Count	Frequency (%)
산	1367	7.7%
동	1358	7.7%
부	1313	7.4%
광	1205	6.8%
시	1175	6.6%
역	1152	6.5%
구	1137	6.4%
로	1121	6.3%
대	550	3.1%
길	326	1.8%
Other values (233)	6993	39.5%

apvpermymd
Real number (ℝ)

SKEWED

Distinct	1157
Distinct (%)	79.4%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	19960200

Minimum	11951106
Maximum	20210222
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	11951106
5-th percentile	19760884
Q1	19921027
median	19951010
Q3	20030721
95-th percentile	20133015
Maximum	20210222
Range	8259116
Interquartile range (IQR)	109694

Descriptive statistics

Standard deviation	232490.64
Coefficient of variation (CV)	0.011647711
Kurtosis	968.37463
Mean	19960200
Median Absolute Deviation (MAD)	50509
Skewness	-28.106984
Sum	2.9082012 × 10¹⁰
Variance	5.4051898 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19760513	44	3.0%
19940708	19	1.3%
19931207	18	1.2%
19950915	10	0.7%
20031106	7	0.5%
19931130	7	0.5%
20031104	6	0.4%
19941130	5	0.3%
19911218	4	0.3%
19931213	4	0.3%
Other values (1147)	1333	91.2%
(Missing)	5	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11951106	1	0.1%
19670513	1	0.1%
19680830	1	0.1%
19690520	1	0.1%
19701214	1	0.1%
19710603	1	0.1%
19710609	1	0.1%
19710705	1	0.1%
19710722	1	0.1%
19710924	1	0.1%

Value	Count	Frequency (%)
20210222	2	0.1%
20210218	1	0.1%
20210128	1	0.1%
20210107	2	0.1%
20201229	2	0.1%
20201228	2	0.1%
20201222	1	0.1%
20201110	1	0.1%
20201106	2	0.1%
20201028	1	0.1%

dcbymd
Text

MISSING

Distinct	393
Distinct (%)	82.6%
Missing	986
Missing (%)	67.4%
Memory size	11.6 KiB

Length

Max length	8
Median length	8
Mean length	7.9579832
Min length	4

Characters and Unicode

Total characters	3788
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	347 ?
Unique (%)	72.9%

Sample

1st row	20080506
2nd row	20160616
3rd row	20151126
4th row	20101230
5th row	20081107

Value	Count	Frequency (%)
20111114	11	2.3%
20120510	10	2.1%
20111031	10	2.1%
20120511	8	1.7%
폐업일자	5	1.1%
20120508	3	0.6%
20051125	3	0.6%
20120308	3	0.6%
20130607	2	0.4%
20081110	2	0.4%
Other values (383)	419	88.0%

Most occurring characters

Value	Count	Frequency (%)
0	1240	32.7%
2	795	21.0%
1	790	20.9%
3	177	4.7%
8	148	3.9%
5	139	3.7%
4	135	3.6%
9	118	3.1%
7	116	3.1%
6	110	2.9%
Other values (4)	20	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3768	99.5%
Other Letter	20	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1240	32.9%
2	795	21.1%
1	790	21.0%
3	177	4.7%
8	148	3.9%
5	139	3.7%
4	135	3.6%
9	118	3.1%
7	116	3.1%
6	110	2.9%

Other Letter

Value	Count	Frequency (%)
폐	5	25.0%
업	5	25.0%
일	5	25.0%
자	5	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3768	99.5%
Hangul	20	0.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1240	32.9%
2	795	21.1%
1	790	21.0%
3	177	4.7%
8	148	3.9%
5	139	3.7%
4	135	3.6%
9	118	3.1%
7	116	3.1%
6	110	2.9%

Hangul

Value	Count	Frequency (%)
폐	5	25.0%
업	5	25.0%
일	5	25.0%
자	5	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3768	99.5%
Hangul	20	0.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1240	32.9%
2	795	21.1%
1	790	21.0%
3	177	4.7%
8	148	3.9%
5	139	3.7%
4	135	3.6%
9	118	3.1%
7	116	3.1%
6	110	2.9%

Hangul

Value	Count	Frequency (%)
폐	5	25.0%
업	5	25.0%
일	5	25.0%
자	5	25.0%

clgstdt
Text

MISSING

Distinct	122
Distinct (%)	93.8%
Missing	1332
Missing (%)	91.1%
Memory size	11.6 KiB

Length

Max length	8
Median length	8
Mean length	7.9230769
Min length	6

Characters and Unicode

Total characters	1030
Distinct characters	16
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	117 ?
Unique (%)	90.0%

Sample

1st row	20120501
2nd row	20121101
3rd row	20141121
4th row	20141120
5th row	20130121

Value	Count	Frequency (%)
휴업시작일자	5	3.8%
20130301	2	1.5%
20100301	2	1.5%
20140701	2	1.5%
20110101	2	1.5%
20150701	1	0.8%
20160309	1	0.8%
20120901	1	0.8%
20140221	1	0.8%
20110517	1	0.8%
Other values (112)	112	86.2%

Most occurring characters

Value	Count	Frequency (%)
0	322	31.3%
1	254	24.7%
2	209	20.3%
3	45	4.4%
7	38	3.7%
4	34	3.3%
5	28	2.7%
9	28	2.7%
6	24	2.3%
8	18	1.7%
Other values (6)	30	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000	97.1%
Other Letter	30	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	322	32.2%
1	254	25.4%
2	209	20.9%
3	45	4.5%
7	38	3.8%
4	34	3.4%
5	28	2.8%
9	28	2.8%
6	24	2.4%
8	18	1.8%

Other Letter

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
시	5	16.7%
작	5	16.7%
일	5	16.7%
자	5	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000	97.1%
Hangul	30	2.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	322	32.2%
1	254	25.4%
2	209	20.9%
3	45	4.5%
7	38	3.8%
4	34	3.4%
5	28	2.8%
9	28	2.8%
6	24	2.4%
8	18	1.8%

Hangul

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
시	5	16.7%
작	5	16.7%
일	5	16.7%
자	5	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000	97.1%
Hangul	30	2.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	322	32.2%
1	254	25.4%
2	209	20.9%
3	45	4.5%
7	38	3.8%
4	34	3.4%
5	28	2.8%
9	28	2.8%
6	24	2.4%
8	18	1.8%

Hangul

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
시	5	16.7%
작	5	16.7%
일	5	16.7%
자	5	16.7%

clgenddt
Text

MISSING

Distinct	110
Distinct (%)	84.6%
Missing	1332
Missing (%)	91.1%
Memory size	11.6 KiB

Length

Max length	8
Median length	8
Mean length	7.9230769
Min length	6

Characters and Unicode

Total characters	1030
Distinct characters	16
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	95 ?
Unique (%)	73.1%

Sample

1st row	20121231
2nd row	20121130
3rd row	20150228
4th row	20150920
5th row	20140120

Value	Count	Frequency (%)
휴업종료일자	5	3.8%
20131231	3	2.3%
20120430	3	2.3%
20170630	2	1.5%
20121130	2	1.5%
20100831	2	1.5%
20151231	2	1.5%
20131130	2	1.5%
20160630	2	1.5%
20091231	2	1.5%
Other values (100)	105	80.8%

Most occurring characters

Value	Count	Frequency (%)
0	301	29.2%
1	241	23.4%
2	195	18.9%
3	97	9.4%
5	38	3.7%
8	32	3.1%
4	28	2.7%
6	25	2.4%
9	23	2.2%
7	20	1.9%
Other values (6)	30	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000	97.1%
Other Letter	30	2.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	301	30.1%
1	241	24.1%
2	195	19.5%
3	97	9.7%
5	38	3.8%
8	32	3.2%
4	28	2.8%
6	25	2.5%
9	23	2.3%
7	20	2.0%

Other Letter

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
종	5	16.7%
료	5	16.7%
일	5	16.7%
자	5	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000	97.1%
Hangul	30	2.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	301	30.1%
1	241	24.1%
2	195	19.5%
3	97	9.7%
5	38	3.8%
8	32	3.2%
4	28	2.8%
6	25	2.5%
9	23	2.3%
7	20	2.0%

Hangul

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
종	5	16.7%
료	5	16.7%
일	5	16.7%
자	5	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000	97.1%
Hangul	30	2.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	301	30.1%
1	241	24.1%
2	195	19.5%
3	97	9.7%
5	38	3.8%
8	32	3.2%
4	28	2.8%
6	25	2.5%
9	23	2.3%
7	20	2.0%

Hangul

Value	Count	Frequency (%)
휴	5	16.7%
업	5	16.7%
종	5	16.7%
료	5	16.7%
일	5	16.7%
자	5	16.7%

ropnymd
Text

MISSING

Distinct	69
Distinct (%)	93.2%
Missing	1388
Missing (%)	94.9%
Memory size	11.6 KiB

Length

Max length	8
Median length	8
Mean length	7.7972973
Min length	5

Characters and Unicode

Total characters	577
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	67 ?
Unique (%)	90.5%

Sample

1st row	20130204
2nd row	20121227
3rd row	20120806
4th row	20140925
5th row	20150302

Value	Count	Frequency (%)
재개업일자	5	6.8%
20131101	2	2.7%
20151230	1	1.4%
20111216	1	1.4%
20150921	1	1.4%
20150213	1	1.4%
20121227	1	1.4%
20160630	1	1.4%
20170915	1	1.4%
20131223	1	1.4%
Other values (59)	59	79.7%

Most occurring characters

Value	Count	Frequency (%)
0	161	27.9%
1	146	25.3%
2	116	20.1%
3	29	5.0%
7	21	3.6%
5	21	3.6%
6	21	3.6%
4	13	2.3%
9	13	2.3%
8	11	1.9%
Other values (5)	25	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	552	95.7%
Other Letter	25	4.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	161	29.2%
1	146	26.4%
2	116	21.0%
3	29	5.3%
7	21	3.8%
5	21	3.8%
6	21	3.8%
4	13	2.4%
9	13	2.4%
8	11	2.0%

Other Letter

Value	Count	Frequency (%)
재	5	20.0%
개	5	20.0%
업	5	20.0%
일	5	20.0%
자	5	20.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	552	95.7%
Hangul	25	4.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	161	29.2%
1	146	26.4%
2	116	21.0%
3	29	5.3%
7	21	3.8%
5	21	3.8%
6	21	3.8%
4	13	2.4%
9	13	2.4%
8	11	2.0%

Hangul

Value	Count	Frequency (%)
재	5	20.0%
개	5	20.0%
업	5	20.0%
일	5	20.0%
자	5	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	552	95.7%
Hangul	25	4.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	161	29.2%
1	146	26.4%
2	116	21.0%
3	29	5.3%
7	21	3.8%
5	21	3.8%
6	21	3.8%
4	13	2.4%
9	13	2.4%
8	11	2.0%

Hangul

Value	Count	Frequency (%)
재	5	20.0%
개	5	20.0%
업	5	20.0%
일	5	20.0%
자	5	20.0%

trdstatenm
Categorical

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

03	728
01	396
07	202
06	49
영업/정상	48
Other values (5)	39

Length

Max length	5
Median length	2
Mean length	2.1053352
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	01
2nd row	03
3rd row	03
4th row	03
5th row	01

Common Values

Value	Count	Frequency (%)
03	728	49.8%
01	396	27.1%
07	202	13.8%
06	49	3.4%
영업/정상	48	3.3%
02	17	1.2%
05	11	0.8%
<NA>	5	0.3%
휴업	3	0.2%
폐업	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
03	728	49.8%
01	396	27.1%
07	202	13.8%
06	49	3.4%
영업/정상	48	3.3%
02	17	1.2%
05	11	0.8%
na	5	0.3%
휴업	3	0.2%
폐업	3	0.2%

dtlstatenm
Categorical

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

폐지	730
신규등록	397
영업개시	202
휴지사업재개	49
영업중	28
Other values (5)	56

Length

Max length	6
Median length	4
Mean length	3.0492476
Min length	2

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	신규등록
2nd row	폐지
3rd row	폐지
4th row	폐지
5th row	신규등록

Common Values

Value	Count	Frequency (%)
폐지	730	49.9%
신규등록	397	27.2%
영업개시	202	13.8%
휴지사업재개	49	3.4%
영업중	28	1.9%
<NA>	18	1.2%
등록취소	17	1.2%
사업휴지	11	0.8%
휴업처리	9	0.6%
폐업처리	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
폐지	730	49.9%
신규등록	397	27.2%
영업개시	202	13.8%
휴지사업재개	49	3.4%
영업중	28	1.9%
na	18	1.2%
등록취소	17	1.2%
사업휴지	11	0.8%
휴업처리	9	0.6%
폐업처리	1	0.1%

x
Real number (ℝ)

MISSING

Distinct	1127
Distinct (%)	92.3%
Missing	241
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%
Mean	386955.57

Minimum	196927.02
Maximum	414452.29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	196927.02
5-th percentile	376612.08
Q1	381613.33
median	387533.53
Q3	391323.93
95-th percentile	401475.67
Maximum	414452.29
Range	217525.27
Interquartile range (IQR)	9710.6081

Descriptive statistics

Standard deviation	10592.081
Coefficient of variation (CV)	0.027372862
Kurtosis	164.04484
Mean	386955.57
Median Absolute Deviation (MAD)	4742.9548
Skewness	-9.2170099
Sum	4.7247275 × 10⁸
Variance	1.1219219 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
380555.507067	7	0.5%
380466.311026	4	0.3%
380049.564034	4	0.3%
401610.251182	4	0.3%
401260.939933773	4	0.3%
378941.360932275	3	0.2%
380601.909148	3	0.2%
380698.816484	3	0.2%
387026.846462	3	0.2%
379230.336838	3	0.2%
Other values (1117)	1183	80.9%
(Missing)	241	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
196927.0175008227	1	0.1%
199437.033749	1	0.1%
364854.947557	1	0.1%
365157.276407	1	0.1%
365455.524851569	1	0.1%
365782.797443	1	0.1%
365838.0	1	0.1%
366339.309102189	1	0.1%
367081.793936	1	0.1%
367285.588628	1	0.1%

Value	Count	Frequency (%)
414452.291392	1	0.1%
408081.163488	1	0.1%
405441.683435	1	0.1%
405279.50792	1	0.1%
405010.191484	1	0.1%
405005.945957	1	0.1%
404945.002048	1	0.1%
404894.66518892	1	0.1%
404845.005058575	2	0.1%
404714.408108	1	0.1%

y
Real number (ℝ)

MISSING

Distinct	1127
Distinct (%)	92.3%
Missing	241
Missing (%)	16.5%
Infinite	0
Infinite (%)	0.0%
Mean	188243.37

Minimum	171205.31
Maximum	444923.62
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	171205.31
5-th percentile	177962.49
Q1	183183.3
median	187347.19
Q3	191895.74
95-th percentile	198948.29
Maximum	444923.62
Range	273718.31
Interquartile range (IQR)	8712.4421

Descriptive statistics

Standard deviation	12229.392
Coefficient of variation (CV)	0.064965859
Kurtosis	262.59832
Mean	188243.37
Median Absolute Deviation (MAD)	4343.2363
Skewness	13.502953
Sum	2.2984516 × 10⁸
Variance	1.4955804 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
185892.189846	7	0.5%
186728.833884	4	0.3%
192699.524522	4	0.3%
197494.09608	4	0.3%
190226.561613539	4	0.3%
180290.445444695	3	0.2%
185931.104017	3	0.2%
184448.503185	3	0.2%
184926.539418	3	0.2%
178079.690806	3	0.2%
Other values (1117)	1183	80.9%
(Missing)	241	16.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
171205.308829	1	0.1%
171756.862255	1	0.1%
174551.635641826	1	0.1%
174566.274611	1	0.1%
174765.307900471	1	0.1%
174834.884307	1	0.1%
174905.004109	2	0.1%
174952.642268	1	0.1%
174984.169803	2	0.1%
174986.670647	1	0.1%

Value	Count	Frequency (%)
444923.620551	1	0.1%
417522.3015143956	1	0.1%
288208.11694	1	0.1%
212131.011122	1	0.1%
211893.965608	1	0.1%
211392.6938	1	0.1%
210713.627656158	1	0.1%
210517.397739759	2	0.1%
210019.846393	1	0.1%
208445.06831	1	0.1%

lastmodts
Real number (ℝ)

Distinct	1414
Distinct (%)	97.0%
Missing	5
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	2.0135276 × 10¹³

Minimum	2.0000614 × 10¹³
Maximum	2.0210222 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.0 KiB

Quantile statistics

Minimum	2.0000614 × 10¹³
5-th percentile	2.0060313 × 10¹³
Q1	2.0091222 × 10¹³
median	2.0151015 × 10¹³
Q3	2.018022 × 10¹³
95-th percentile	2.0180825 × 10¹³
Maximum	2.0210222 × 10¹³
Range	2.0960816 × 10¹¹
Interquartile range (IQR)	8.899802 × 10¹⁰

Descriptive statistics

Standard deviation	4.6849049 × 10¹⁰
Coefficient of variation (CV)	0.002326715
Kurtosis	-0.68792812
Mean	2.0135276 × 10¹³
Median Absolute Deviation (MAD)	2.9687013 × 10¹⁰
Skewness	-0.64094357
Sum	2.9337098 × 10¹⁶
Variance	2.1948334 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20031106000000	6	0.4%
20060123000000	5	0.3%
20000810000000	5	0.3%
20060313000000	3	0.2%
20191004134109	3	0.2%
20070404000000	3	0.2%
20190927153558	3	0.2%
20061116000000	3	0.2%
20040623000000	3	0.2%
20000811000000	3	0.2%
Other values (1404)	1420	97.1%
(Missing)	5	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20000614000000	1	0.1%
20000809000000	1	0.1%
20000810000000	5	0.3%
20000811000000	3	0.2%
20020624000000	1	0.1%
20020830000000	2	0.1%
20020924000000	1	0.1%
20021102000000	1	0.1%
20021109000000	2	0.1%
20021113000000	1	0.1%

Value	Count	Frequency (%)
20210222164953	1	0.1%
20210222162221	1	0.1%
20210218102518	1	0.1%
20210204101623	1	0.1%
20210128154358	1	0.1%
20210110174725	2	0.1%
20201229180303	1	0.1%
20201229175241	1	0.1%
20201228131913	1	0.1%
20201228131853	1	0.1%

uptaenm
Categorical

IMBALANCE

Distinct	10
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

일반판매소	725
주유소	609
용제판매소	69
<NA>	23
제조	22
Other values (5)	14

Length

Max length	19
Median length	5
Mean length	4.1395349
Min length	2

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	주유소
2nd row	일반판매소
3rd row	일반판매소
4th row	주유소
5th row	주유소

Common Values

Value	Count	Frequency (%)
일반판매소	725	49.6%
주유소	609	41.7%
용제판매소	69	4.7%
<NA>	23	1.6%
제조	22	1.5%
저장소	6	0.4%
2021-03-01 05:14:03	4	0.3%
항공유판매소	2	0.1%
부생연료유판매소	1	0.1%
업태구분명	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반판매소	725	49.5%
주유소	609	41.5%
용제판매소	69	4.7%
na	23	1.6%
제조	22	1.5%
저장소	6	0.4%
2021-03-01	4	0.3%
05:14:03	4	0.3%
항공유판매소	2	0.1%
부생연료유판매소	1	0.1%

sitetel
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

051-123-1234	1437
<NA>	22
전화번호	3

Length

Max length	12
Median length	12
Mean length	11.863201
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
051-123-1234	1437	98.3%
<NA>	22	1.5%
전화번호	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
051-123-1234	1437	98.3%
na	22	1.5%
전화번호	3	0.2%

gaspdtsortnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
가스용품종류명	5

Length

Max length	7
Median length	4
Mean length	4.0102599
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>	1457	99.7%
가스용품종류명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
가스용품종류명	5	0.3%

gassortnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
가스종류명	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
가스종류명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
가스종류명	5	0.3%

upchnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
거래처	5

Length

Max length	4
Median length	4
Mean length	3.99658
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>	1457	99.7%
거래처	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
거래처	5	0.3%

suprulesctn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
공급규정내용	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
공급규정내용	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
공급규정내용	5	0.3%

spyvolt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
공급전압	5

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>	1457	99.7%
공급전압	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
공급전압	5	0.3%

ltchgcn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
길이변경내용	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
길이변경내용	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
길이변경내용	5	0.3%

exmran
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
면제범위	5

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>	1457	99.7%
면제범위	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
면제범위	5	0.3%

prdsiz
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
물품규격	5

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>	1457	99.7%
물품규격	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
물품규격	5	0.3%

baelt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
배관길이	5

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>	1457	99.7%
배관길이	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
배관길이	5	0.3%

baeesbplc
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
배관설치장소	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
배관설치장소	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
배관설치장소	5	0.3%

offtelno
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

051-123-1234	1437
<NA>	22
사무소전화번호	3

Length

Max length	12
Median length	12
Mean length	11.869357
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
051-123-1234	1437	98.3%
<NA>	22	1.5%
사무소전화번호	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
051-123-1234	1437	98.3%
na	22	1.5%
사무소전화번호	3	0.2%

ofear
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
사무실면적	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
사무실면적	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
사무실면적	5	0.3%

bsnsopeningprearrymd
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
사업개시예정일자	5

Length

Max length	8
Median length	4
Mean length	4.0136799
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>	1457	99.7%
사업개시예정일자	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
사업개시예정일자	5	0.3%

wrkpgrdsrvsenm
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1454
사업장부지용도구분명	5
기타	3

Length

Max length	10
Median length	4
Mean length	4.0164159
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>	1454	99.5%
사업장부지용도구분명	5	0.3%
기타	3	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1454	99.5%
사업장부지용도구분명	5	0.3%
기타	3	0.2%

wrkptelno
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
사업장전화번호	5

Length

Max length	7
Median length	4
Mean length	4.0102599
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>	1457	99.7%
사업장전화번호	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
사업장전화번호	5	0.3%

useobj
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1435
의료용	13
사용목적	4
절단용	2
Ru chemical 제조	2
Other values (6)	6

Length

Max length	14
Median length	4
Mean length	4.0150479
Min length	3

Unique

Unique	6 ?
Unique (%)	0.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	1435	98.2%
의료용	13	0.9%
사용목적	4	0.3%
절단용	2	0.1%
Ru chemical 제조	2	0.1%
의료용(호흡용)	1	0.1%
의료용 산소	1	0.1%
의료용 산소공급용	1	0.1%
절단작업용	1	0.1%
용접 및 절단	1	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	1435	97.6%
의료용	15	1.0%
사용목적	4	0.3%
절단용	2	0.1%
ru	2	0.1%
chemical	2	0.1%
제조	2	0.1%
용접	2	0.1%
의료용(호흡용	1	0.1%
산소	1	0.1%
Other values (5)	5	0.3%

usemet
Text

MISSING

Distinct	15
Distinct (%)	55.6%
Missing	1435
Missing (%)	98.2%
Memory size	11.6 KiB

Length

Max length	22
Median length	17
Mean length	7.962963
Min length	2

Characters and Unicode

Total characters	215
Distinct characters	61
Distinct categories	5 ?
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	9 ?
Unique (%)	33.3%

Sample

1st row	용기보관실
2nd row	액화산소 용기보관
3rd row	의료용 액화 및 압축 산소
4th row	의료용
5th row	의료용

Value	Count	Frequency (%)
의료용	5	8.6%
산소	4	6.9%
사용	4	6.9%
사용방법	4	6.9%
액화산소의	3	5.2%
경우	3	5.2%
배관	3	5.2%
연결하여	3	5.2%
용기보관	2	3.4%
및	2	3.4%
Other values (21)	25	43.1%

Most occurring characters

Value	Count	Frequency (%)
	31	14.4%
용	21	9.8%
의	10	4.7%
산	10	4.7%
소	10	4.7%
사	9	4.2%
관	7	3.3%
료	7	3.3%
액	5	2.3%
화	5	2.3%
Other values (51)	100	46.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	162	75.3%
Space Separator	31	14.4%
Lowercase Letter	18	8.4%
Uppercase Letter	2	0.9%
Other Punctuation	2	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
용	21	13.0%
의	10	6.2%
산	10	6.2%
소	10	6.2%
사	9	5.6%
관	7	4.3%
료	7	4.3%
액	5	3.1%
화	5	3.1%
결	4	2.5%
Other values (39)	74	45.7%

Lowercase Letter

Value	Count	Frequency (%)
c	4	22.2%
u	2	11.1%
h	2	11.1%
a	2	11.1%
e	2	11.1%
m	2	11.1%
i	2	11.1%
l	2	11.1%

Other Punctuation

Value	Count	Frequency (%)
/	1	50.0%
,	1	50.0%

Space Separator

Value	Count	Frequency (%)
	31	100.0%

Uppercase Letter

Value	Count	Frequency (%)
R	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	162	75.3%
Common	33	15.3%
Latin	20	9.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
용	21	13.0%
의	10	6.2%
산	10	6.2%
소	10	6.2%
사	9	5.6%
관	7	4.3%
료	7	4.3%
액	5	3.1%
화	5	3.1%
결	4	2.5%
Other values (39)	74	45.7%

Latin

Value	Count	Frequency (%)
c	4	20.0%
u	2	10.0%
R	2	10.0%
h	2	10.0%
a	2	10.0%
e	2	10.0%
m	2	10.0%
i	2	10.0%
l	2	10.0%

Common

Value	Count	Frequency (%)
	31	93.9%
/	1	3.0%
,	1	3.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	162	75.3%
ASCII	53	24.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	31	58.5%
c	4	7.5%
u	2	3.8%
R	2	3.8%
h	2	3.8%
a	2	3.8%
e	2	3.8%
m	2	3.8%
i	2	3.8%
l	2	3.8%
Other values (2)	2	3.8%

Hangul

Value	Count	Frequency (%)
용	21	13.0%
의	10	6.2%
산	10	6.2%
소	10	6.2%
사	9	5.6%
관	7	4.3%
료	7	4.3%
액	5	3.1%
화	5	3.1%
결	4	2.5%
Other values (39)	74	45.7%

dsnrspvsnsortnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
설계감리업종류명	5

Length

Max length	8
Median length	4
Mean length	4.0136799
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>	1457	99.7%
설계감리업종류명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
설계감리업종류명	5	0.3%

equnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
설비명	5

Length

Max length	4
Median length	4
Mean length	3.99658
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>	1457	99.7%
설비명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
설비명	5	0.3%

equcap
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
설비용량	5

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>	1457	99.7%
설비용량	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
설비용량	5	0.3%

stanm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
소속국가명	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
소속국가명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
소속국가명	5	0.3%

sygrglstcnt
Text

MISSING

Distinct	13
Distinct (%)	56.5%
Missing	1439
Missing (%)	98.4%
Memory size	11.6 KiB

Length

Max length	5
Median length	3
Mean length	2.6086957
Min length	1

Characters and Unicode

Total characters	60
Distinct characters	12
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	8 ?
Unique (%)	34.8%

Sample

1st row	135
2nd row	400
3rd row	650
4th row	135
5th row	100

Value	Count	Frequency (%)
0	5	21.7%
수용정원수	4	17.4%
135	2	8.7%
100	2	8.7%
230	2	8.7%
400	1	4.3%
650	1	4.3%
172	1	4.3%
2	1	4.3%
6	1	4.3%
Other values (3)	3	13.0%

Most occurring characters

Value	Count	Frequency (%)
0	15	25.0%
수	8	13.3%
2	6	10.0%
1	5	8.3%
용	4	6.7%
정	4	6.7%
원	4	6.7%
3	4	6.7%
5	3	5.0%
4	3	5.0%
Other values (2)	4	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40	66.7%
Other Letter	20	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15	37.5%
2	6	15.0%
1	5	12.5%
3	4	10.0%
5	3	7.5%
4	3	7.5%
6	2	5.0%
7	2	5.0%

Other Letter

Value	Count	Frequency (%)
수	8	40.0%
용	4	20.0%
정	4	20.0%
원	4	20.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40	66.7%
Hangul	20	33.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15	37.5%
2	6	15.0%
1	5	12.5%
3	4	10.0%
5	3	7.5%
4	3	7.5%
6	2	5.0%
7	2	5.0%

Hangul

Value	Count	Frequency (%)
수	8	40.0%
용	4	20.0%
정	4	20.0%
원	4	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40	66.7%
Hangul	20	33.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15	37.5%
2	6	15.0%
1	5	12.5%
3	4	10.0%
5	3	7.5%
4	3	7.5%
6	2	5.0%
7	2	5.0%

Hangul

Value	Count	Frequency (%)
수	8	40.0%
용	4	20.0%
정	4	20.0%
원	4	20.0%

faciluseyn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
시	5

Length

Max length	4
Median length	4
Mean length	3.9897401
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>	1457	99.7%
시	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
시	5	0.3%

realcapt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
실질자본금	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
실질자본금	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
실질자본금	5	0.3%

cobgbnnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
업종구분명	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
업종구분명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
업종구분명	5	0.3%

instrstoroomar
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
용기저장실면적	5

Length

Max length	7
Median length	4
Mean length	4.0102599
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>	1457	99.7%
용기저장실면적	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
용기저장실면적	5	0.3%

motpowersortnm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
원동력종류명	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
원동력종류명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
원동력종류명	5	0.3%

bmonuseqy
Text

MISSING

Distinct	14
Distinct (%)	60.9%
Missing	1439
Missing (%)	98.4%
Memory size	11.6 KiB

Length

Max length	4
Median length	4
Mean length	3.4782609
Min length	2

Characters and Unicode

Total characters	80
Distinct characters	13
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	9 ?
Unique (%)	39.1%

Sample

1st row	760
2nd row	2000
3rd row	1600
4th row	3000
5th row	1000

Value	Count	Frequency (%)
월사용량	4	17.4%
1000	3	13.0%
650	3	13.0%
3000	2	8.7%
336	2	8.7%
760	1	4.3%
2000	1	4.3%
1600	1	4.3%
672	1	4.3%
1360	1	4.3%
Other values (4)	4	17.4%

Most occurring characters

Value	Count	Frequency (%)
0	29	36.2%
6	9	11.2%
3	7	8.8%
1	6	7.5%
5	5	6.2%
월	4	5.0%
사	4	5.0%
용	4	5.0%
량	4	5.0%
2	3	3.8%
Other values (3)	5	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	64	80.0%
Other Letter	16	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29	45.3%
6	9	14.1%
3	7	10.9%
1	6	9.4%
5	5	7.8%
2	3	4.7%
7	2	3.1%
8	2	3.1%
4	1	1.6%

Other Letter

Value	Count	Frequency (%)
월	4	25.0%
사	4	25.0%
용	4	25.0%
량	4	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	64	80.0%
Hangul	16	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29	45.3%
6	9	14.1%
3	7	10.9%
1	6	9.4%
5	5	7.8%
2	3	4.7%
7	2	3.1%
8	2	3.1%
4	1	1.6%

Hangul

Value	Count	Frequency (%)
월	4	25.0%
사	4	25.0%
용	4	25.0%
량	4	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64	80.0%
Hangul	16	20.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29	45.3%
6	9	14.1%
3	7	10.9%
1	6	9.4%
5	5	7.8%
2	3	4.7%
7	2	3.1%
8	2	3.1%
4	1	1.6%

Hangul

Value	Count	Frequency (%)
월	4	25.0%
사	4	25.0%
용	4	25.0%
량	4	25.0%

cyprpdtfacil
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
윤전기생산시설	5

Length

Max length	7
Median length	4
Mean length	4.0102599
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>	1457	99.7%
윤전기생산시설	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
윤전기생산시설	5	0.3%

capt
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
자본금	5

Length

Max length	4
Median length	4
Mean length	3.99658
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>	1457	99.7%
자본금	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
자본금	5	0.3%

saveequloc
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
저장설비위치	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
저장설비위치	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
저장설비위치	5	0.3%

scoalar
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
저탄장면적	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
저탄장면적	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
저탄장면적	5	0.3%

permcn
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
전기사업허가조건	5

Length

Max length	8
Median length	4
Mean length	4.0136799
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>	1457	99.7%
전기사업허가조건	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
전기사업허가조건	5	0.3%

prdsenm
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1436
냉동	15
충전	5
제조구분명	4
일반	2

Length

Max length	5
Median length	4
Mean length	3.9726402
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>	1436	98.2%
냉동	15	1.0%
충전	5	0.3%
제조구분명	4	0.3%
일반	2	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1436	98.2%
냉동	15	1.0%
충전	5	0.3%
제조구분명	4	0.3%
일반	2	0.1%

frequ
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
주파수	5

Length

Max length	4
Median length	4
Mean length	3.99658
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>	1457	99.7%
주파수	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
주파수	5	0.3%

cgpar
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
차고지면적	5

Length

Max length	5
Median length	4
Mean length	4.00342
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>	1457	99.7%
차고지면적	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
차고지면적	5	0.3%

rlservlnennm
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
철도인입선유무명	5

Length

Max length	8
Median length	4
Mean length	4.0136799
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>	1457	99.7%
철도인입선유무명	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
철도인입선유무명	5	0.3%

tregascap
Categorical

IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.6 KiB

<NA>	1457
취급가스용량	5

Length

Max length	6
Median length	4
Mean length	4.0068399
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>	1457	99.7%
취급가스용량	5	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	1457	99.7%
취급가스용량	5	0.3%

last_load_dttm
Date

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	9
Missing (%)	0.6%
Memory size	11.6 KiB

Minimum	2021-03-01 05:14:03
Maximum	2021-03-01 05:14:03

Histogram

Histogram with fixed size bins (bins=1)

First rows
Last rows

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	gaspdtsortnm	gassortnm	upchnm	suprulesctn	spyvolt	ltchgcn	exmran	prdsiz	baelt	baeesbplc	offtelno	ofear	bsnsopeningprearrymd	wrkpgrdsrvsenm	wrkptelno	useobj	usemet	dsnrspvsnsortnm	equnm	equcap	stanm	sygrglstcnt	faciluseyn	realcapt	cobgbnnm	instrstoroomar	motpowersortnm	bmonuseqy	cyprpdtfacil	capt	saveequloc	scoalar	permcn	prdsenm	frequ	cgpar	rlservlnennm	tregascap	last_load_dttm
0	1	3250000	1987325001401499904	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	고려주유소	<NA>	부산광역시 중구 중앙동5가 70번지	48947	부산광역시 중구 대청로 153 (중앙동5가)	19870812	<NA>	<NA>	<NA>	<NA>	01	신규등록	385717.11248	180436.915783	20171121112913	주유소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1	2	3250000	1971325001401200128	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	영신석유	<NA>	부산광역시 중구 영주동 73-11번지	48947	<NA>	19710722	<NA>	<NA>	<NA>	<NA>	03	폐지	<NA>	<NA>	20091126141034	일반판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
2	3	3250000	1971325001401200128	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	남포석유상사	<NA>	부산광역시 중구 대청동4가 31-17번지	48947	<NA>	19710924	20080506	<NA>	<NA>	<NA>	03	폐지	<NA>	<NA>	20080506160124	일반판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
3	4	3250000	1976325001401499904	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	강남주유소	<NA>	부산광역시 중구 중앙동4가 82-8번지	48947	부산광역시 중구 중앙대로 120 (중앙동4가)	19760503	20160616	<NA>	<NA>	<NA>	03	폐지	385732.615552	180996.841194	20160616152334	주유소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
4	5	3250000	1976325001401499904	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	에스씨(주) 제일주유소	<NA>	부산광역시 중구 영주동 556-3외10필지번지	48947	부산광역시 중구 중구로 194 (영주동)	19760513	<NA>	<NA>	<NA>	<NA>	01	신규등록	385535.932632	181386.830623	20171121112951	주유소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
5	6	3250000	1985325001401499904	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	남포주유소	<NA>	부산광역시 중구 부평동4가 32-2, 33, 34-6번지	48947	부산광역시 중구 보수대로 62 (부평동4가)	19851111	20151126	20120501	20121231	20130204	03	폐지	384385.563699	180259.731666	20151126164419	주유소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
6	7	3250000	1996325001401200128	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	유성석유	<NA>	부산광역시 중구 보수동1가 60-108번지	48947	부산광역시 중구 보동길 10 (보수동1가)	19990826	<NA>	<NA>	<NA>	<NA>	01	신규등록	384822.485081	180570.897659	20171121113216	일반판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
7	8	3250000	1999325001401200128	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	영창석유	<NA>	부산광역시 중구 보수동1가 60-113번지	48947	<NA>	19991026	20101230	<NA>	<NA>	<NA>	03	폐지	<NA>	<NA>	20101230163642	일반판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
8	9	3250000	1999325001401200128	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	영동석유	<NA>	부산광역시 중구 영주동 470-10,17번지	48947	<NA>	19991224	20081107	<NA>	<NA>	<NA>	03	폐지	<NA>	<NA>	20081107141354	일반판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
9	10	3250000	2000325008301499904	09_28_08_P	I	2018-08-31 23:59:59.0	<NA>	동륭케미칼(주)부산영업소	<NA>	부산광역시 중구 중앙동4가 84-1번지	48938	부산광역시 중구 충장대로5번길 26, 3층 303호 (중앙동4가)	20000607	<NA>	<NA>	<NA>	<NA>	01	신규등록	385748.217464	180936.600882	20171122112647	용제판매소	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	051-123-1234	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	gaspdtsortnm	gassortnm	upchnm	suprulesctn	spyvolt	ltchgcn	exmran	prdsiz	baelt	baeesbplc	offtelno	ofear	bsnsopeningprearrymd	wrkpgrdsrvsenm	wrkptelno	useobj	usemet	dsnrspvsnsortnm	equnm	equcap	stanm	sygrglstcnt	faciluseyn	realcapt	cobgbnnm	instrstoroomar	motpowersortnm	bmonuseqy	cyprpdtfacil	capt	saveequloc	scoalar	permcn	prdsenm	frequ	cgpar	rlservlnennm	tregascap	last_load_dttm
1452	7628	3360000	2020336014512199936	09_28_14_P	I	2020-12-31 00:23:05.0	특정고압가스업	(주)웨스코일렉트로드	<NA>	부산광역시 강서구 송정동 1567-7	46753	부산광역시 강서구 녹산산단261로39번길 2 (송정동)	20201229	<NA>	<NA>	<NA>	<NA>	휴업	휴업처리	368241.740656	178629.718744	20201229175241	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Ru chemical 제조	Ru chemical 제조	<NA>	<NA>	<NA>	<NA>	20	<NA>	<NA>	<NA>	<NA>	<NA>	15	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1453	7633	3360000	2020336014512199936	09_28_14_P	I	2020-12-31 00:23:05.0	특정고압가스업	(주)웨스코일렉트로드	<NA>	부산광역시 강서구 송정동 1567-7	46753	부산광역시 강서구 녹산산단261로39번길 2 (송정동)	20201229	20201229	<NA>	<NA>	<NA>	폐업	폐업처리	368241.740656	178629.718744	20201229180303	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	Ru chemical 제조	Ru chemical 제조	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1454	---새올대장 오류로 재등록--	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1455	(2020-3360145-12-2-00004호)	<NA>	<NA>	<NA>	<NA>	20	<NA>	<NA>	<NA>	<NA>	<NA>	15	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1456	7673	3400000	2021340010901499904	09_28_08_P	U	2021-01-12 02:40:00.0	석유판매업	월드주유소	<NA>	부산광역시 기장군 기장읍 서부리 429 월드주유소	46058	부산광역시 기장군 기장읍 반송로 1559, 월드주유소	20210107	20210108	<NA>	<NA>	<NA>	폐업	폐지	401101.655236	196595.91648	20210110174725	주유소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1457	7680	3400000	2021340010901499904	09_28_08_P	U	2021-01-12 02:40:00.0	석유판매업	월드주유소	<NA>	부산광역시 기장군 기장읍 서부리 429 월드주유소	46058	부산광역시 기장군 기장읍 반송로 1559, 월드주유소	20210107	20210108	<NA>	<NA>	<NA>	폐업	폐지	401101.655236	196595.91648	20210110174725	주유소	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1458	7787	3320000	2021332010702200064	09_28_05_P	I	2021-01-30 00:23:03.0	고압가스업	부산광역시소방학교	<NA>	부산광역시 북구 금곡동 1910 부산광역시종합연수원	46510	부산광역시 북구 효열로 256, 부산광역시종합연수원 (금곡동)	20210128	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	383904.330877	198402.362463	20210128154358	제조	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	충전	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1459	7882	3390000	2021339010902099968	09_28_05_P	I	2021-02-20 00:23:02.0	고압가스업	(주)부성철강산업	지번우편번호	부산광역시 사상구 감전동 948-8	도로명우편번호	도로명주소	20210218	폐업일자	휴업시작일자	휴업종료일자	재개업일자	영업/정상	영업중	379834.799717	185012.319841	20210218102518	저장소	전화번호	가스용품종류명	가스종류명	거래처	공급규정내용	공급전압	길이변경내용	면제범위	물품규격	배관길이	배관설치장소	사무소전화번호	사무실면적	사업개시예정일자	사업장부지용도구분명	사업장전화번호	사용목적	사용방법	설계감리업종류명	설비명	설비용량	소속국가명	수용정원수	시	실질자본금	업종구분명	용기저장실면적	원동력종류명	월사용량	윤전기생산시설	자본금	저장설비위치	저탄장면적	전기사업허가조건	제조구분명	주파수	차고지면적	철도인입선유무명	취급가스용량	2021-03-01 05:14:03
1460	7895	3360000	2021336014502099968	09_28_05_P	I	2021-02-24 00:23:01.0	고압가스업	삼성전기(주) 부산사업장	<NA>	부산광역시 강서구 송정동 1623-2	46754	부산광역시 강서구 녹산산업중로 333 (송정동)	20210222	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	369169.33014	178979.31994	20210222162221	제조	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03
1461	7898	3360000	2021336014502200064	09_28_05_P	I	2021-02-24 00:23:01.0	고압가스업	(주)더켐뱅크	<NA>	부산광역시 강서구 지사동 1406-1	<NA>	<NA>	20210222	<NA>	<NA>	<NA>	<NA>	영업/정상	영업중	365455.524852	185355.89805	20210222164953	제조	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	냉동	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03

Most frequently occurring

	skey	opnsfteamcode	mgtno	opnsvcid	updategbn	updatedt	opnsvcnm	bplcnm	sitepostno	sitewhladdr	rdnpostno	rdnwhladdr	apvpermymd	dcbymd	clgstdt	clgenddt	ropnymd	trdstatenm	dtlstatenm	x	y	lastmodts	uptaenm	sitetel	gaspdtsortnm	gassortnm	upchnm	suprulesctn	spyvolt	ltchgcn	exmran	prdsiz	baelt	baeesbplc	offtelno	ofear	bsnsopeningprearrymd	wrkpgrdsrvsenm	wrkptelno	useobj	usemet	dsnrspvsnsortnm	equnm	equcap	stanm	sygrglstcnt	faciluseyn	realcapt	cobgbnnm	instrstoroomar	motpowersortnm	bmonuseqy	cyprpdtfacil	capt	saveequloc	scoalar	permcn	prdsenm	frequ	cgpar	rlservlnennm	tregascap	last_load_dttm	# duplicates
0	압축산소의 경우 이동식	<NA>	<NA>	<NA>	<NA>	170	<NA>	<NA>	<NA>	<NA>	<NA>	500	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	2021-03-01 05:14:03	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Dash Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category