gimi9 Pandas Profiling

Dataset statistics

Number of variables	28
Number of observations	122
Missing cells	608
Missing cells (%)	17.8%
Duplicate rows	1
Duplicate rows (%)	0.8%
Total size in memory	27.9 KiB
Average record size in memory	234.1 B

Variable types

Categorical	10
Text	10
Numeric	6
DateTime	2

Dataset

Description	부산광역시남구건축허가및착공현황_20221231
Author	부산광역시 남구
URL	http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15014623

Alerts

Dataset has 1 (0.8%) duplicate rows	Duplicates
`지목` is highly imbalanced (84.8%)	Imbalance
`용도지구` is highly imbalanced (59.8%)	Imbalance
`가구수` is highly imbalanced (66.6%)	Imbalance
`주건축물수` is highly imbalanced (74.8%)	Imbalance
`증축연면적(제곱미터)` has 110 (90.2%) missing values	Missing
`착공처리일` has 86 (70.5%) missing values	Missing
`부속용도` has 25 (20.5%) missing values	Missing
`세대수` has 102 (83.6%) missing values	Missing
`호수` has 103 (84.4%) missing values	Missing
`감리사무소명` has 87 (71.3%) missing values	Missing
`시공자사무소명` has 95 (77.9%) missing values	Missing
`최고높이(미터)` has 12 (9.8%) zeros	Zeros
`동수` has 3 (2.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 16:38:10.512076
Analysis finished	2023-12-10 16:38:11.255715
Duration	0.74 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

건축구분
Categorical

Distinct	4
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

용도변경	62
신축	46
증축	12
대수선	2

Length

Max length	4
Median length	4
Mean length	3.0327869
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
용도변경	62	50.8%
신축	46	37.7%
증축	12	9.8%
대수선	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
용도변경	62	50.8%
신축	46	37.7%
증축	12	9.8%
대수선	2	1.6%

대지위치
Text

Distinct	118
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	27
Median length	25
Mean length	19.663934
Min length	16

Characters and Unicode

Total characters	2399
Distinct characters	34
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	114 ?
Unique (%)	93.4%

Sample

1st row	부산광역시 남구 문현동 539-32 외1필지
2nd row	부산광역시 남구 문현동 539-32 외1필지
3rd row	부산광역시 남구 우암동 151-8
4th row	부산광역시 남구 문현동 141-38
5th row	부산광역시 남구 문현동 78-4

Value	Count	Frequency (%)
부산광역시	122	23.7%
남구	122	23.7%
대연동	61	11.8%
문현동	27	5.2%
용호동	19	3.7%
외1필지	15	2.9%
우암동	6	1.2%
감만동	5	1.0%
용당동	4	0.8%
외3필지	3	0.6%
Other values (124)	131	25.4%

Most occurring characters

Value	Count	Frequency (%)
	393	16.4%
1	128	5.3%
산	123	5.1%
남	122	5.1%
동	122	5.1%
구	122	5.1%
부	122	5.1%
시	122	5.1%
역	122	5.1%
광	122	5.1%
Other values (24)	901	37.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1299	54.1%
Decimal Number	589	24.6%
Space Separator	393	16.4%
Dash Punctuation	118	4.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	123	9.5%
남	122	9.4%
동	122	9.4%
구	122	9.4%
부	122	9.4%
시	122	9.4%
역	122	9.4%
광	122	9.4%
연	61	4.7%
대	61	4.7%
Other values (12)	200	15.4%

Decimal Number

Value	Count	Frequency (%)
1	128	21.7%
3	73	12.4%
5	71	12.1%
2	67	11.4%
7	50	8.5%
4	49	8.3%
8	43	7.3%
6	38	6.5%
9	38	6.5%
0	32	5.4%

Space Separator

Value	Count	Frequency (%)
	393	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	118	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1299	54.1%
Common	1100	45.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	123	9.5%
남	122	9.4%
동	122	9.4%
구	122	9.4%
부	122	9.4%
시	122	9.4%
역	122	9.4%
광	122	9.4%
연	61	4.7%
대	61	4.7%
Other values (12)	200	15.4%

Common

Value	Count	Frequency (%)
	393	35.7%
1	128	11.6%
-	118	10.7%
3	73	6.6%
5	71	6.5%
2	67	6.1%
7	50	4.5%
4	49	4.5%
8	43	3.9%
6	38	3.5%
Other values (2)	70	6.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1299	54.1%
ASCII	1100	45.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	393	35.7%
1	128	11.6%
-	118	10.7%
3	73	6.6%
5	71	6.5%
2	67	6.1%
7	50	4.5%
4	49	4.5%
8	43	3.9%
6	38	3.5%
Other values (2)	70	6.4%

Hangul

Value	Count	Frequency (%)
산	123	9.5%
남	122	9.4%
동	122	9.4%
구	122	9.4%
부	122	9.4%
시	122	9.4%
역	122	9.4%
광	122	9.4%
연	61	4.7%
대	61	4.7%
Other values (12)	200	15.4%

지목
Categorical

IMBALANCE

Distinct	6
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

대	116
임야	2
잡종지	1
전	1
학교용지	1

Length

Max length	5
Median length	1
Mean length	1.0901639
Min length	1

Unique

Unique	4 ?
Unique (%)	3.3%

Sample

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

Common Values

Value	Count	Frequency (%)
대	116	95.1%
임야	2	1.6%
잡종지	1	0.8%
전	1	0.8%
학교용지	1	0.8%
주유소용지	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대	116	95.1%
임야	2	1.6%
잡종지	1	0.8%
전	1	0.8%
학교용지	1	0.8%
주유소용지	1	0.8%

대지면적(제곱미터)
Text

Distinct	115
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	8
Median length	5
Mean length	4.3852459
Min length	2

Characters and Unicode

Total characters	535
Distinct characters	12
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	108 ?
Unique (%)	88.5%

Sample

1st row	478.73
2nd row	478.73
3rd row	79
4th row	188
5th row	250

Value	Count	Frequency (%)
478.73	2	1.6%
165.3	2	1.6%
123	2	1.6%
188	2	1.6%
245	2	1.6%
608.4	2	1.6%
77.5	2	1.6%
354,597	1	0.8%
233	1	0.8%
221.8	1	0.8%
Other values (105)	105	86.1%

Most occurring characters

Value	Count	Frequency (%)
.	70	13.1%
3	60	11.2%
2	60	11.2%
1	57	10.7%
5	48	9.0%
6	47	8.8%
4	45	8.4%
8	40	7.5%
9	35	6.5%
7	33	6.2%
Other values (2)	40	7.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	452	84.5%
Other Punctuation	83	15.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	60	13.3%
2	60	13.3%
1	57	12.6%
5	48	10.6%
6	47	10.4%
4	45	10.0%
8	40	8.8%
9	35	7.7%
7	33	7.3%
0	27	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	70	84.3%
,	13	15.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	535	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	70	13.1%
3	60	11.2%
2	60	11.2%
1	57	10.7%
5	48	9.0%
6	47	8.8%
4	45	8.4%
8	40	7.5%
9	35	6.5%
7	33	6.2%
Other values (2)	40	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	535	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	70	13.1%
3	60	11.2%
2	60	11.2%
1	57	10.7%
5	48	9.0%
6	47	8.8%
4	45	8.4%
8	40	7.5%
9	35	6.5%
7	33	6.2%
Other values (2)	40	7.5%

건축면적(제곱미터)
Text

Distinct	119
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	10
Median length	9
Mean length	5.6967213
Min length	2

Characters and Unicode

Total characters	695
Distinct characters	12
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	116 ?
Unique (%)	95.1%

Sample

1st row	382.44
2nd row	382.44
3rd row	44.17
4th row	111.6
5th row	130.62

Value	Count	Frequency (%)
382.44	2	1.6%
339.47	2	1.6%
67.78	2	1.6%
117.69	1	0.8%
76.45	1	0.8%
354.46	1	0.8%
21.25	1	0.8%
262.03	1	0.8%
66,997.26	1	0.8%
291.35	1	0.8%
Other values (109)	109	89.3%

Most occurring characters

Value	Count	Frequency (%)
.	119	17.1%
1	82	11.8%
2	71	10.2%
4	65	9.4%
3	60	8.6%
6	58	8.3%
7	55	7.9%
8	53	7.6%
5	49	7.1%
9	41	5.9%
Other values (2)	42	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	567	81.6%
Other Punctuation	128	18.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	82	14.5%
2	71	12.5%
4	65	11.5%
3	60	10.6%
6	58	10.2%
7	55	9.7%
8	53	9.3%
5	49	8.6%
9	41	7.2%
0	33	5.8%

Other Punctuation

Value	Count	Frequency (%)
.	119	93.0%
,	9	7.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	695	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	119	17.1%
1	82	11.8%
2	71	10.2%
4	65	9.4%
3	60	8.6%
6	58	8.3%
7	55	7.9%
8	53	7.6%
5	49	7.1%
9	41	5.9%
Other values (2)	42	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	695	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	119	17.1%
1	82	11.8%
2	71	10.2%
4	65	9.4%
3	60	8.6%
6	58	8.3%
7	55	7.9%
8	53	7.6%
5	49	7.1%
9	41	5.9%
Other values (2)	42	6.0%

연면적(제곱미터)
Text

Distinct	119
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	11
Median length	10
Mean length	6.5901639
Min length	3

Characters and Unicode

Total characters	804
Distinct characters	12
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	116 ?
Unique (%)	95.1%

Sample

1st row	5,560.0579
2nd row	5,560.0579
3rd row	44.17
4th row	412.355
5th row	296.08

Value	Count	Frequency (%)
5,560.0579	2	1.6%
1,540.43	2	1.6%
297.83	2	1.6%
188.1	1	0.8%
147.65	1	0.8%
4,946.65	1	0.8%
41.19	1	0.8%
3,334.87	1	0.8%
330,256.45	1	0.8%
314.75	1	0.8%
Other values (109)	109	89.3%

Most occurring characters

Value	Count	Frequency (%)
.	120	14.9%
1	89	11.1%
5	77	9.6%
2	72	9.0%
4	68	8.5%
7	61	7.6%
3	61	7.6%
6	60	7.5%
9	58	7.2%
8	52	6.5%
Other values (2)	86	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	643	80.0%
Other Punctuation	161	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	89	13.8%
5	77	12.0%
2	72	11.2%
4	68	10.6%
7	61	9.5%
3	61	9.5%
6	60	9.3%
9	58	9.0%
8	52	8.1%
0	45	7.0%

Other Punctuation

Value	Count	Frequency (%)
.	120	74.5%
,	41	25.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	804	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	120	14.9%
1	89	11.1%
5	77	9.6%
2	72	9.0%
4	68	8.5%
7	61	7.6%
3	61	7.6%
6	60	7.5%
9	58	7.2%
8	52	6.5%
Other values (2)	86	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	804	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	120	14.9%
1	89	11.1%
5	77	9.6%
2	72	9.0%
4	68	8.5%
7	61	7.6%
3	61	7.6%
6	60	7.5%
9	58	7.2%
8	52	6.5%
Other values (2)	86	10.7%

증축연면적(제곱미터)
Text

MISSING

Distinct	11
Distinct (%)	91.7%
Missing	110
Missing (%)	90.2%
Memory size	1.1 KiB

Length

Max length	7
Median length	6
Mean length	5.4166667
Min length	3

Characters and Unicode

Total characters	65
Distinct characters	12
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	10 ?
Unique (%)	83.3%

Sample

1st row	123.67
2nd row	89.76
3rd row	764.72
4th row	27.03
5th row	27.03

Value	Count	Frequency (%)
27.03	2	16.7%
123.67	1	8.3%
89.76	1	8.3%
764.72	1	8.3%
837.89	1	8.3%
60.32	1	8.3%
5.7	1	8.3%
765.24	1	8.3%
2,510.8	1	8.3%
102.93	1	8.3%

Most occurring characters

Value	Count	Frequency (%)
.	11	16.9%
2	9	13.8%
7	9	13.8%
3	7	10.8%
0	6	9.2%
6	5	7.7%
8	4	6.2%
1	3	4.6%
9	3	4.6%
4	3	4.6%
Other values (2)	5	7.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52	80.0%
Other Punctuation	13	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	9	17.3%
7	9	17.3%
3	7	13.5%
0	6	11.5%
6	5	9.6%
8	4	7.7%
1	3	5.8%
9	3	5.8%
4	3	5.8%
5	3	5.8%

Other Punctuation

Value	Count	Frequency (%)
.	11	84.6%
,	2	15.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	65	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	11	16.9%
2	9	13.8%
7	9	13.8%
3	7	10.8%
0	6	9.2%
6	5	7.7%
8	4	6.2%
1	3	4.6%
9	3	4.6%
4	3	4.6%
Other values (2)	5	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	11	16.9%
2	9	13.8%
7	9	13.8%
3	7	10.8%
0	6	9.2%
6	5	7.7%
8	4	6.2%
1	3	4.6%
9	3	4.6%
4	3	4.6%
Other values (2)	5	7.7%

건폐율(퍼센트)
Real number (ℝ)

Distinct	116
Distinct (%)	95.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.168777

Minimum	2.49
Maximum	89.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2.49
5-th percentile	32.6105
Q1	50.1275
median	58.7342
Q3	59.9075
95-th percentile	82.348145
Maximum	89.75
Range	87.26
Interquartile range (IQR)	9.78

Descriptive statistics

Standard deviation	15.422206
Coefficient of variation (CV)	0.26976623
Kurtosis	1.4263626
Mean	57.168777
Median Absolute Deviation (MAD)	6.4192
Skewness	-0.50959373
Sum	6974.5908
Variance	237.84443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79.89	2	1.6%
59.71	2	1.6%
55.8	2	1.6%
87.46	2	1.6%
59.64	2	1.6%
49.99	2	1.6%
59.19	1	0.8%
78.54	1	0.8%
77.99	1	0.8%
79.14	1	0.8%
Other values (106)	106	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.49	1	0.8%
16.28	1	0.8%
18.58	1	0.8%
18.8939	1	0.8%
19.2171	1	0.8%
25.01	1	0.8%
32.54	1	0.8%
33.95	1	0.8%
34.1796	1	0.8%
34.43	1	0.8%

Value	Count	Frequency (%)
89.75	1	0.8%
87.46	2	1.6%
87.36	1	0.8%
85.26	1	0.8%
85.0499	1	0.8%
82.3691	1	0.8%
81.95	1	0.8%
79.91	1	0.8%
79.89	2	1.6%
79.33	1	0.8%

용적률(퍼센트)
Text

Distinct	119
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	8
Median length	6
Mean length	6.0983607
Min length	2

Characters and Unicode

Total characters	744
Distinct characters	12
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	116 ?
Unique (%)	95.1%

Sample

1st row	1,070.18
2nd row	1,070.18
3rd row	55.91
4th row	219.34
5th row	100.95

Value	Count	Frequency (%)
1,070.18	2	1.6%
253.19	2	1.6%
362.93	2	1.6%
92.84	1	0.8%
83.89	1	0.8%
992.34	1	0.8%
153.41	1	0.8%
819.82	1	0.8%
84.2576	1	0.8%
42.42	1	0.8%
Other values (109)	109	89.3%

Most occurring characters

Value	Count	Frequency (%)
.	121	16.3%
1	102	13.7%
2	92	12.4%
9	62	8.3%
3	60	8.1%
7	58	7.8%
8	56	7.5%
4	54	7.3%
6	52	7.0%
5	46	6.2%
Other values (2)	41	5.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	621	83.5%
Other Punctuation	123	16.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	102	16.4%
2	92	14.8%
9	62	10.0%
3	60	9.7%
7	58	9.3%
8	56	9.0%
4	54	8.7%
6	52	8.4%
5	46	7.4%
0	39	6.3%

Other Punctuation

Value	Count	Frequency (%)
.	121	98.4%
,	2	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	744	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	121	16.3%
1	102	13.7%
2	92	12.4%
9	62	8.3%
3	60	8.1%
7	58	7.8%
8	56	7.5%
4	54	7.3%
6	52	7.0%
5	46	6.2%
Other values (2)	41	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	744	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	121	16.3%
1	102	13.7%
2	92	12.4%
9	62	8.3%
3	60	8.1%
7	58	7.8%
8	56	7.5%
4	54	7.3%
6	52	7.0%
5	46	6.2%
Other values (2)	41	5.5%

구조
Categorical

Distinct	9
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

철근콘크리트구조	73
<NA>	14
블록구조	13
일반철골구조	10
벽돌구조	7
Other values (4)	5

Length

Max length	13
Median length	8
Mean length	6.7786885
Min length	4

Unique

Unique	3 ?
Unique (%)	2.5%

Sample

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

Common Values

Value	Count	Frequency (%)
철근콘크리트구조	73	59.8%
<NA>	14	11.5%
블록구조	13	10.7%
일반철골구조	10	8.2%
벽돌구조	7	5.7%
철골철근콘크리트구조	2	1.6%
철골콘크리트구조	1	0.8%
공업화박판강구조(PEB)	1	0.8%
경량철골구조	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
철근콘크리트구조	73	59.8%
na	14	11.5%
블록구조	13	10.7%
일반철골구조	10	8.2%
벽돌구조	7	5.7%
철골철근콘크리트구조	2	1.6%
철골콘크리트구조	1	0.8%
공업화박판강구조(peb	1	0.8%
경량철골구조	1	0.8%

허가일
Date

Distinct	95
Distinct (%)	77.9%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Minimum	2022-01-03 00:00:00
Maximum	2022-12-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

착공처리일
Date

MISSING

Distinct	33
Distinct (%)	91.7%
Missing	86
Missing (%)	70.5%
Memory size	1.1 KiB

Minimum	2022-01-12 00:00:00
Maximum	2023-04-16 00:00:00

Histogram

Histogram with fixed size bins (bins=33)

최대지상층수
Real number (ℝ)

Distinct	16
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.6885246

Minimum	1
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	15
Maximum	23
Range	22
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.0514908
Coefficient of variation (CV)	0.86412916
Kurtosis	5.6327929
Mean	4.6885246
Median Absolute Deviation (MAD)	1
Skewness	2.3329869
Sum	572
Variance	16.414578
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
3	29	23.8%
2	27	22.1%
5	23	18.9%
4	10	8.2%
1	9	7.4%
7	6	4.9%
6	4	3.3%
17	3	2.5%
15	3	2.5%
10	2	1.6%
Other values (6)	6	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	7.4%
2	27	22.1%
3	29	23.8%
4	10	8.2%
5	23	18.9%
6	4	3.3%
7	6	4.9%
8	1	0.8%
9	1	0.8%
10	2	1.6%

Value	Count	Frequency (%)
23	1	0.8%
18	1	0.8%
17	3	2.5%
16	1	0.8%
15	3	2.5%
11	1	0.8%
10	2	1.6%
9	1	0.8%
8	1	0.8%
7	6	4.9%

최대지하층수
Categorical

Distinct	5
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	47
1	40
0	26
2	7
3	2

Length

Max length	4
Median length	1
Mean length	2.1557377
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	47	38.5%
1	40	32.8%
0	26	21.3%
2	7	5.7%
3	2	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	47	38.5%
1	40	32.8%
0	26	21.3%
2	7	5.7%
3	2	1.6%

최고높이(미터)
Real number (ℝ)

ZEROS

Distinct	95
Distinct (%)	77.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.900451

Minimum	0
Maximum	121.7
Zeros	12
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	13.25
Q3	18.56
95-th percentile	55.885
Maximum	121.7
Range	121.7
Interquartile range (IQR)	10.56

Descriptive statistics

Standard deviation	17.911979
Coefficient of variation (CV)	1.0598521
Kurtosis	11.979085
Mean	16.900451
Median Absolute Deviation (MAD)	5.34
Skewness	3.0468108
Sum	2061.855
Variance	320.83898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	12	9.8%
14.7	3	2.5%
83.02	2	1.6%
15.2	2	1.6%
12.3	2	1.6%
14.9	2	1.6%
8.1	2	1.6%
17.35	2	1.6%
7.2	2	1.6%
8.95	2	1.6%
Other values (85)	91	74.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	12	9.8%
2.7	1	0.8%
3.0	1	0.8%
3.2	1	0.8%
3.3	1	0.8%
4.45	1	0.8%
6.0	2	1.6%
6.5	1	0.8%
6.8	1	0.8%
7.0	1	0.8%

Value	Count	Frequency (%)
121.7	1	0.8%
83.02	2	1.6%
63.7	1	0.8%
62.7	1	0.8%
59.8	1	0.8%
56.0	1	0.8%
53.7	1	0.8%
47.3	1	0.8%
40.1	1	0.8%
37.1	1	0.8%

동수
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	5.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5819672

Minimum	0
Maximum	59
Zeros	3
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	59
Range	59
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.270909
Coefficient of variation (CV)	3.33187
Kurtosis	119.21974
Mean	1.5819672
Median Absolute Deviation (MAD)	0
Skewness	10.862687
Sum	193
Variance	27.782482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	108	88.5%
2	7	5.7%
0	3	2.5%
5	1	0.8%
3	1	0.8%
59	1	0.8%
4	1	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	2.5%
1	108	88.5%
2	7	5.7%
3	1	0.8%
4	1	0.8%
5	1	0.8%
59	1	0.8%

Value	Count	Frequency (%)
59	1	0.8%
5	1	0.8%
4	1	0.8%
3	1	0.8%
2	7	5.7%
1	108	88.5%
0	3	2.5%

주용도
Categorical

Distinct	12
Distinct (%)	9.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

제2종근린생활시설	54
제1종근린생활시설	26
공동주택	16
업무시설	12
창고시설	3
Other values (7)	11

Length

Max length	10
Median length	9
Mean length	7.3770492
Min length	4

Unique

Unique	4 ?
Unique (%)	3.3%

Sample

1st row	업무시설
2nd row	업무시설
3rd row	제2종근린생활시설
4th row	제2종근린생활시설
5th row	제2종근린생활시설

Common Values

Value	Count	Frequency (%)
제2종근린생활시설	54	44.3%
제1종근린생활시설	26	21.3%
공동주택	16	13.1%
업무시설	12	9.8%
창고시설	3	2.5%
단독주택	3	2.5%
숙박시설	2	1.6%
교육연구시설	2	1.6%
위험물저장및처리시설	1	0.8%
관광휴게시설	1	0.8%
Other values (2)	2	1.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제2종근린생활시설	54	44.3%
제1종근린생활시설	26	21.3%
공동주택	16	13.1%
업무시설	12	9.8%
창고시설	3	2.5%
단독주택	3	2.5%
숙박시설	2	1.6%
교육연구시설	2	1.6%
위험물저장및처리시설	1	0.8%
관광휴게시설	1	0.8%
Other values (2)	2	1.6%

부속용도
Text

MISSING

Distinct	70
Distinct (%)	72.2%
Missing	25
Missing (%)	20.5%
Memory size	1.1 KiB

Length

Max length	41
Median length	28
Mean length	10.484536
Min length	2

Characters and Unicode

Total characters	1017
Distinct characters	95
Distinct categories	7 ?
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	59 ?
Unique (%)	60.8%

Sample

1st row	오피스텔
2nd row	오피스텔
3rd row	일반음식점
4th row	사무소,부동산중개업소
5th row	다세대주택

Value	Count	Frequency (%)
사무소	13	9.4%
소매점	8	5.8%
휴게음식점	6	4.3%
제2종근린생활시설	5	3.6%
오피스텔	5	3.6%
제1,2종근린생활시설	5	3.6%
일반음식점	4	2.9%
및	4	2.9%
의원	4	2.9%
근린생활시설	3	2.2%
Other values (67)	81	58.7%

Most occurring characters

Value	Count	Frequency (%)
시	54	5.3%
설	48	4.7%
,	44	4.3%
	41	4.0%
소	40	3.9%
생	35	3.4%
(	34	3.3%
)	34	3.3%
활	34	3.3%
점	32	3.1%
Other values (85)	621	61.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	821	80.7%
Other Punctuation	50	4.9%
Space Separator	41	4.0%
Open Punctuation	34	3.3%
Close Punctuation	34	3.3%
Decimal Number	32	3.1%
Dash Punctuation	5	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	54	6.6%
설	48	5.8%
소	40	4.9%
생	35	4.3%
활	34	4.1%
점	32	3.9%
택	32	3.9%
주	32	3.9%
무	31	3.8%
근	30	3.7%
Other values (75)	453	55.2%

Other Punctuation

Value	Count	Frequency (%)
,	44	88.0%
/	3	6.0%
:	2	4.0%
.	1	2.0%

Decimal Number

Value	Count	Frequency (%)
2	18	56.2%
1	14	43.8%

Space Separator

Value	Count	Frequency (%)
	41	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	821	80.7%
Common	196	19.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	54	6.6%
설	48	5.8%
소	40	4.9%
생	35	4.3%
활	34	4.1%
점	32	3.9%
택	32	3.9%
주	32	3.9%
무	31	3.8%
근	30	3.7%
Other values (75)	453	55.2%

Common

Value	Count	Frequency (%)
,	44	22.4%
	41	20.9%
(	34	17.3%
)	34	17.3%
2	18	9.2%
1	14	7.1%
-	5	2.6%
/	3	1.5%
:	2	1.0%
.	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	821	80.7%
ASCII	196	19.3%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	54	6.6%
설	48	5.8%
소	40	4.9%
생	35	4.3%
활	34	4.1%
점	32	3.9%
택	32	3.9%
주	32	3.9%
무	31	3.8%
근	30	3.7%
Other values (75)	453	55.2%

ASCII

Value	Count	Frequency (%)
,	44	22.4%
	41	20.9%
(	34	17.3%
)	34	17.3%
2	18	9.2%
1	14	7.1%
-	5	2.6%
/	3	1.5%
:	2	1.0%
.	1	0.5%

용도지역
Categorical

Distinct	11
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

제2종일반주거지역	50
일반상업지역	26
가축사육제한구역	15
제3종일반주거지역	11
준주거지역	6
Other values (6)	14

Length

Max length	9
Median length	9
Mean length	7.795082
Min length	4

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

1st row	일반상업지역
2nd row	일반상업지역
3rd row	제2종일반주거지역
4th row	제2종일반주거지역
5th row	제1종일반주거지역

Common Values

Value	Count	Frequency (%)
제2종일반주거지역	50	41.0%
일반상업지역	26	21.3%
가축사육제한구역	15	12.3%
제3종일반주거지역	11	9.0%
준주거지역	6	4.9%
제1종일반주거지역	5	4.1%
전용공업지역	2	1.6%
준공업지역	2	1.6%
자연녹지지역	2	1.6%
<NA>	2	1.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제2종일반주거지역	50	41.0%
일반상업지역	26	21.3%
가축사육제한구역	15	12.3%
제3종일반주거지역	11	9.0%
준주거지역	6	4.9%
제1종일반주거지역	5	4.1%
전용공업지역	2	1.6%
준공업지역	2	1.6%
자연녹지지역	2	1.6%
na	2	1.6%

용도지구
Categorical

IMBALANCE

Distinct	8
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	85
방화지구	31
항만시설보호지구	1
중요시설물보호지구(항만)	1
수변경관지구	1
Other values (3)	3

Length

Max length	13
Median length	4
Mean length	4.1557377
Min length	4

Unique

Unique	6 ?
Unique (%)	4.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	85	69.7%
방화지구	31	25.4%
항만시설보호지구	1	0.8%
중요시설물보호지구(항만)	1	0.8%
수변경관지구	1	0.8%
온천지구	1	0.8%
철도보호지구	1	0.8%
경관지구기타	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	85	69.7%
방화지구	31	25.4%
항만시설보호지구	1	0.8%
중요시설물보호지구(항만	1	0.8%
수변경관지구	1	0.8%
온천지구	1	0.8%
철도보호지구	1	0.8%
경관지구기타	1	0.8%

용도구역
Categorical

Distinct	6
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	60
가축사육제한구역	37
상대보호구역	22
제1종지구단위계획구역	1
기타용지	1

Length

Max length	11
Median length	9.5
Mean length	5.6639344
Min length	4

Unique

Unique	3 ?
Unique (%)	2.5%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	60	49.2%
가축사육제한구역	37	30.3%
상대보호구역	22	18.0%
제1종지구단위계획구역	1	0.8%
기타용지	1	0.8%
지역특화발전특구	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	60	49.2%
가축사육제한구역	37	30.3%
상대보호구역	22	18.0%
제1종지구단위계획구역	1	0.8%
기타용지	1	0.8%
지역특화발전특구	1	0.8%

세대수
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	90.0%
Missing	102
Missing (%)	83.6%
Infinite	0
Infinite (%)	0.0%
Mean	24.2

Minimum	1
Maximum	120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2.9
Q1	11.75
median	21
Q3	25.75
95-th percentile	45.9
Maximum	120
Range	119
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	24.917971
Coefficient of variation (CV)	1.0296682
Kurtosis	12.396971
Mean	24.2
Median Absolute Deviation (MAD)	8
Skewness	3.2157395
Sum	484
Variance	620.90526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
24	2	1.6%
23	2	1.6%
120	1	0.8%
11	1	0.8%
16	1	0.8%
28	1	0.8%
1	1	0.8%
25	1	0.8%
14	1	0.8%
12	1	0.8%
Other values (8)	8	6.6%
(Missing)	102	83.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.8%
3	1	0.8%
8	1	0.8%
9	1	0.8%
11	1	0.8%
12	1	0.8%
14	1	0.8%
15	1	0.8%
16	1	0.8%
19	1	0.8%

Value	Count	Frequency (%)
120	1	0.8%
42	1	0.8%
37	1	0.8%
30	1	0.8%
28	1	0.8%
25	1	0.8%
24	2	1.6%
23	2	1.6%
19	1	0.8%
16	1	0.8%

호수
Real number (ℝ)

MISSING

Distinct	14
Distinct (%)	73.7%
Missing	103
Missing (%)	84.4%
Infinite	0
Infinite (%)	0.0%
Mean	30.473684

Minimum	1
Maximum	128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3.5
median	7
Q3	32.5
95-th percentile	120.8
Maximum	128
Range	127
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	44.234688
Coefficient of variation (CV)	1.4515701
Kurtosis	1.0260452
Mean	30.473684
Median Absolute Deviation (MAD)	5
Skewness	1.5889436
Sum	579
Variance	1956.7076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
7	3	2.5%
120	2	1.6%
3	2	1.6%
1	2	1.6%
8	1	0.8%
31	1	0.8%
34	1	0.8%
70	1	0.8%
4	1	0.8%
11	1	0.8%
Other values (4)	4	3.3%
(Missing)	103	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	1.6%
2	1	0.8%
3	2	1.6%
4	1	0.8%
6	1	0.8%
7	3	2.5%
8	1	0.8%
11	1	0.8%
16	1	0.8%
31	1	0.8%

Value	Count	Frequency (%)
128	1	0.8%
120	2	1.6%
70	1	0.8%
34	1	0.8%
31	1	0.8%
16	1	0.8%
11	1	0.8%
8	1	0.8%
7	3	2.5%
6	1	0.8%

가구수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

<NA>	107
1	11
2	3
5	1

Length

Max length	4
Median length	4
Mean length	3.6311475
Min length	1

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	107	87.7%
1	11	9.0%
2	3	2.5%
5	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	107	87.7%
1	11	9.0%
2	3	2.5%
5	1	0.8%

주건축물수
Categorical

IMBALANCE

Distinct	6
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

1	110
2	6
<NA>	3
4	1
3	1

Length

Max length	4
Median length	1
Mean length	1.0819672
Min length	1

Unique

Unique	3 ?
Unique (%)	2.5%

Sample

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

Common Values

Value	Count	Frequency (%)
1	110	90.2%
2	6	4.9%
<NA>	3	2.5%
4	1	0.8%
3	1	0.8%
59	1	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	110	90.2%
2	6	4.9%
na	3	2.5%
4	1	0.8%
3	1	0.8%
59	1	0.8%

설계사무소명
Text

Distinct	85
Distinct (%)	69.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Length

Max length	16
Median length	14
Mean length	10.614754
Min length	7

Characters and Unicode

Total characters	1295
Distinct characters	127
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	64 ?
Unique (%)	52.5%

Sample

1st row	(주)서원건축사사무소
2nd row	(주)서원건축사사무소
3rd row	한솔 건축사사무소
4th row	건축사사무소 한마루
5th row	누마루건축사사무소

Value	Count	Frequency (%)
건축사사무소	54	26.2%
주식회사	14	6.8%
한솔	9	4.4%
종합건축사사무소	8	3.9%
유승	6	2.9%
바로건축사사무소	4	1.9%
이진건축사사무소	3	1.5%
원탑	3	1.5%
대상	3	1.5%
지에이엠	2	1.0%
Other values (83)	100	48.5%

Most occurring characters

Value	Count	Frequency (%)
사	260	20.1%
건	126	9.7%
축	124	9.6%
소	123	9.5%
무	122	9.4%
	85	6.6%
주	38	2.9%
(	20	1.5%
)	20	1.5%
합	18	1.4%
Other values (117)	359	27.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1144	88.3%
Space Separator	85	6.6%
Open Punctuation	20	1.5%
Close Punctuation	20	1.5%
Uppercase Letter	12	0.9%
Other Punctuation	8	0.6%
Decimal Number	6	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	260	22.7%
건	126	11.0%
축	124	10.8%
소	123	10.8%
무	122	10.7%
주	38	3.3%
합	18	1.6%
종	18	1.6%
회	16	1.4%
식	15	1.3%
Other values (104)	284	24.8%

Uppercase Letter

Value	Count	Frequency (%)
J	4	33.3%
A	3	25.0%
T	2	16.7%
M	2	16.7%
S	1	8.3%

Other Punctuation

Value	Count	Frequency (%)
.	6	75.0%
#	1	12.5%
&	1	12.5%

Decimal Number

Value	Count	Frequency (%)
1	3	50.0%
2	3	50.0%

Space Separator

Value	Count	Frequency (%)
	85	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	20	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	20	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1144	88.3%
Common	139	10.7%
Latin	12	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	260	22.7%
건	126	11.0%
축	124	10.8%
소	123	10.8%
무	122	10.7%
주	38	3.3%
합	18	1.6%
종	18	1.6%
회	16	1.4%
식	15	1.3%
Other values (104)	284	24.8%

Common

Value	Count	Frequency (%)
	85	61.2%
(	20	14.4%
)	20	14.4%
.	6	4.3%
1	3	2.2%
2	3	2.2%
#	1	0.7%
&	1	0.7%

Latin

Value	Count	Frequency (%)
J	4	33.3%
A	3	25.0%
T	2	16.7%
M	2	16.7%
S	1	8.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1144	88.3%
ASCII	151	11.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	260	22.7%
건	126	11.0%
축	124	10.8%
소	123	10.8%
무	122	10.7%
주	38	3.3%
합	18	1.6%
종	18	1.6%
회	16	1.4%
식	15	1.3%
Other values (104)	284	24.8%

ASCII

Value	Count	Frequency (%)
	85	56.3%
(	20	13.2%
)	20	13.2%
.	6	4.0%
J	4	2.6%
1	3	2.0%
2	3	2.0%
A	3	2.0%
T	2	1.3%
M	2	1.3%
Other values (3)	3	2.0%

감리사무소명
Text

MISSING

Distinct	34
Distinct (%)	97.1%
Missing	87
Missing (%)	71.3%
Memory size	1.1 KiB

Length

Max length	16
Median length	14
Mean length	10.885714
Min length	8

Characters and Unicode

Total characters	381
Distinct characters	79
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	33 ?
Unique (%)	94.3%

Sample

1st row	건축사사무소엠디
2nd row	원심 건축사사무소
3rd row	예담종합건축사사무소
4th row	유진이엔지 건축사사무소
5th row	주식회사 인우건축사사무소

Value	Count	Frequency (%)
건축사사무소	11	21.2%
주식회사	6	11.5%
유승	2	3.8%
주)상지엔지니어링건축사사무소	1	1.9%
주)제이비건축사사무소	1	1.9%
가원건축사사무소	1	1.9%
우인설계건축사사무소	1	1.9%
다우건축사사무소	1	1.9%
a&t한상준건축사사무소	1	1.9%
동림	1	1.9%
Other values (26)	26	50.0%

Most occurring characters

Value	Count	Frequency (%)
사	76	19.9%
축	35	9.2%
건	35	9.2%
소	35	9.2%
무	35	9.2%
	18	4.7%
주	15	3.9%
(	8	2.1%
)	8	2.1%
식	6	1.6%
Other values (69)	110	28.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	340	89.2%
Space Separator	18	4.7%
Open Punctuation	8	2.1%
Close Punctuation	8	2.1%
Uppercase Letter	4	1.0%
Decimal Number	2	0.5%
Other Punctuation	1	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	76	22.4%
축	35	10.3%
건	35	10.3%
소	35	10.3%
무	35	10.3%
주	15	4.4%
식	6	1.8%
회	6	1.8%
지	5	1.5%
합	5	1.5%
Other values (59)	87	25.6%

Uppercase Letter

Value	Count	Frequency (%)
T	1	25.0%
C	1	25.0%
A	1	25.0%
M	1	25.0%

Decimal Number

Value	Count	Frequency (%)
1	1	50.0%
2	1	50.0%

Space Separator

Value	Count	Frequency (%)
	18	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	8	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	340	89.2%
Common	37	9.7%
Latin	4	1.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	76	22.4%
축	35	10.3%
건	35	10.3%
소	35	10.3%
무	35	10.3%
주	15	4.4%
식	6	1.8%
회	6	1.8%
지	5	1.5%
합	5	1.5%
Other values (59)	87	25.6%

Common

Value	Count	Frequency (%)
	18	48.6%
(	8	21.6%
)	8	21.6%
&	1	2.7%
1	1	2.7%
2	1	2.7%

Latin

Value	Count	Frequency (%)
T	1	25.0%
C	1	25.0%
A	1	25.0%
M	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	340	89.2%
ASCII	41	10.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	76	22.4%
축	35	10.3%
건	35	10.3%
소	35	10.3%
무	35	10.3%
주	15	4.4%
식	6	1.8%
회	6	1.8%
지	5	1.5%
합	5	1.5%
Other values (59)	87	25.6%

ASCII

Value	Count	Frequency (%)
	18	43.9%
(	8	19.5%
)	8	19.5%
&	1	2.4%
T	1	2.4%
C	1	2.4%
A	1	2.4%
1	1	2.4%
2	1	2.4%
M	1	2.4%

시공자사무소명
Text

MISSING

Distinct	24
Distinct (%)	88.9%
Missing	95
Missing (%)	77.9%
Memory size	1.1 KiB

Length

Max length	14
Median length	9
Mean length	8.7777778
Min length	7

Characters and Unicode

Total characters	237
Distinct characters	62
Distinct categories	3 ?
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	22 ?
Unique (%)	81.5%

Sample

1st row	(주)희종종합건설
2nd row	나라종합건설(주)
3rd row	(주)이카종합건설
4th row	한목종합건설(주)
5th row	디엠종합건설(주)

Value	Count	Frequency (%)
주)이카종합건설	3	11.1%
주)디아이건설	2	7.4%
주)디알종합건설	1	3.7%
예린종합건설(주	1	3.7%
소도건설(주	1	3.7%
주식회사한유건설	1	3.7%
주)에스티모빅	1	3.7%
쿨스종합건설(주	1	3.7%
휘림건설(주	1	3.7%
주)이누테크	1	3.7%
Other values (14)	14	51.9%

Most occurring characters

Value	Count	Frequency (%)
주	27	11.4%
(	25	10.5%
)	25	10.5%
설	23	9.7%
건	23	9.7%
종	19	8.0%
합	17	7.2%
이	7	3.0%
디	4	1.7%
카	3	1.3%
Other values (52)	64	27.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	187	78.9%
Open Punctuation	25	10.5%
Close Punctuation	25	10.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	27	14.4%
설	23	12.3%
건	23	12.3%
종	19	10.2%
합	17	9.1%
이	7	3.7%
디	4	2.1%
카	3	1.6%
인	2	1.1%
대	2	1.1%
Other values (50)	60	32.1%

Open Punctuation

Value	Count	Frequency (%)
(	25	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	187	78.9%
Common	50	21.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	27	14.4%
설	23	12.3%
건	23	12.3%
종	19	10.2%
합	17	9.1%
이	7	3.7%
디	4	2.1%
카	3	1.6%
인	2	1.1%
대	2	1.1%
Other values (50)	60	32.1%

Common

Value	Count	Frequency (%)
(	25	50.0%
)	25	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	187	78.9%
ASCII	50	21.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	27	14.4%
설	23	12.3%
건	23	12.3%
종	19	10.2%
합	17	9.1%
이	7	3.7%
디	4	2.1%
카	3	1.6%
인	2	1.1%
대	2	1.1%
Other values (50)	60	32.1%

ASCII

Value	Count	Frequency (%)
(	25	50.0%
)	25	50.0%

First rows
Last rows

	건축구분	대지위치	지목	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	증축연면적(제곱미터)	건폐율(퍼센트)	용적률(퍼센트)	구조	허가일	착공처리일	최대지상층수	최대지하층수	최고높이(미터)	동수	주용도	부속용도	용도지역	용도지구	용도구역	세대수	호수	가구수	주건축물수	설계사무소명	감리사무소명	시공자사무소명
0	신축	부산광역시 남구 문현동 539-32 외1필지	대	478.73	382.44	5,560.0579	<NA>	79.89	1,070.18	철근콘크리트구조	2022-12-30	<NA>	17	2	83.02	1	업무시설	오피스텔	일반상업지역	방화지구	가축사육제한구역	<NA>	120	<NA>	1	(주)서원건축사사무소	<NA>	<NA>
1	신축	부산광역시 남구 문현동 539-32 외1필지	대	478.73	382.44	5,560.0579	<NA>	79.89	1,070.18	철근콘크리트구조	2022-12-30	<NA>	17	2	83.02	1	업무시설	오피스텔	일반상업지역	방화지구	가축사육제한구역	<NA>	120	<NA>	1	(주)서원건축사사무소	<NA>	<NA>
2	용도변경	부산광역시 남구 우암동 151-8	대	79	44.17	44.17	<NA>	55.91	55.91	<NA>	2022-12-28	<NA>	1	<NA>	3.3	1	제2종근린생활시설	일반음식점	제2종일반주거지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	1	한솔 건축사사무소	<NA>	<NA>
3	신축	부산광역시 남구 문현동 141-38	대	188	111.6	412.355	<NA>	59.36	219.34	철골콘크리트구조	2022-12-21	<NA>	5	0	16.35	1	제2종근린생활시설	<NA>	제2종일반주거지역	<NA>	가축사육제한구역	<NA>	<NA>	1	1	건축사사무소 한마루	<NA>	<NA>
4	용도변경	부산광역시 남구 문현동 78-4	대	250	130.62	296.08	<NA>	52.25	100.95	벽돌구조	2022-12-20	<NA>	2	1	7.5	1	제2종근린생활시설	사무소,부동산중개업소	제1종일반주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	1	누마루건축사사무소	<NA>	<NA>
5	신축	부산광역시 남구 대연동 1281-50 외1필지	대	245	146.29	425.354	<NA>	59.71	173.61	철근콘크리트구조	2022-12-16	2023-02-13	5	0	15.6	1	공동주택	다세대주택	제2종일반주거지역	<NA>	가축사육제한구역	12	<NA>	<NA>	1	건축사사무소 원탑	건축사사무소엠디	(주)희종종합건설
6	신축	부산광역시 남구 용호동 366-1	대	182.9	109.25	459.12	<NA>	59.73	251.02	철근콘크리트구조	2022-12-16	2023-01-10	5	0	17.06	1	제1종근린생활시설	한의원	준주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	1	아담 종합건축사사무소	원심 건축사사무소	나라종합건설(주)
7	신축	부산광역시 남구 용호동 543-10	대	761.9	379.22	2,240.07	<NA>	49.77	228.02	철근콘크리트구조	2022-12-15	<NA>	5	1	19.78	1	업무시설	공공업무시설	제3종일반주거지역	<NA>	제1종지구단위계획구역	<NA>	<NA>	<NA>	1	도홍건축사사무소	<NA>	<NA>
8	신축	부산광역시 남구 문현동 119-46	대	597	356.4	1,311.5	<NA>	59.7	219.68	철근콘크리트구조	2022-12-15	2023-01-11	5	0	16.75	1	업무시설	(오피스텔)및공동주택(다세대주택)	제2종일반주거지역	<NA>	상대보호구역	8	8	<NA>	1	건축사사무소 원탑	예담종합건축사사무소	(주)이카종합건설
9	증축	부산광역시 남구 대연동 1500-12	대	499.5	235.08	885.9	123.67	47.06	177.36	철근콘크리트구조	2022-12-14	2023-01-12	4	<NA>	14.7	1	제1종근린생활시설	휴게음식점	제2종일반주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	1	(주)제이비 건축사사무소	<NA>	<NA>

	건축구분	대지위치	지목	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	증축연면적(제곱미터)	건폐율(퍼센트)	용적률(퍼센트)	구조	허가일	착공처리일	최대지상층수	최대지하층수	최고높이(미터)	동수	주용도	부속용도	용도지역	용도지구	용도구역	세대수	호수	가구수	주건축물수	설계사무소명	감리사무소명	시공자사무소명
112	용도변경	부산광역시 남구 문현동 141-38	대	188	84.79	142.9	<NA>	45.1	68.52	블록구조	2022-01-26	<NA>	2	1	0.0	1	제2종근린생활시설	<NA>	제2종전용주거지역	<NA>	가축사육제한구역	<NA>	<NA>	<NA>	1	건축사사무소 한마루	<NA>	<NA>
113	용도변경	부산광역시 남구 감만동 171-9	대	505	296.37	1,510.14	<NA>	58.6871	213.2376	<NA>	2022-01-20	<NA>	4	1	13.85	1	제2종근린생활시설	학원	준주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	1	건축사사무소 건	<NA>	<NA>
114	용도변경	부산광역시 남구 용당동 568-30	대	393	63.97	63.97	<NA>	16.28	16.28	블록구조	2022-01-19	<NA>	1	<NA>	0.0	1	제2종근린생활시설	제2종근린생활시설(사무소)	제1종일반주거지역	경관지구기타	가축사육제한구역	<NA>	<NA>	<NA>	1	바로건축사사무소	<NA>	<NA>
115	증축	부산광역시 남구 대연동 243-29	대	10,853	4,283.82	14,403.66	2,430	39.47	83.06	일반철골구조	2022-01-17	2022-06-07	2	<NA>	8.8	4	업무시설	공공업무시설(경찰서)	제2종일반주거지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	1	대상 건축사사무소	대상 건축사사무소	제이티건설(주)
116	용도변경	부산광역시 남구 용당동 276	대	306	150.59	246.06	<NA>	49.21	80.41	일반철골구조	2022-01-10	<NA>	2	<NA>	8.95	1	제2종근린생활시설	제2종근린생활시설 및 공장	제2종일반주거지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	1	한솔 건축사사무소	<NA>	<NA>
117	신축	부산광역시 남구 대연동 1536-9	대	160	88.41	327.58	<NA>	55.26	204.74	철근콘크리트구조	2022-01-06	<NA>	4	0	13.65	1	제2종근린생활시설	<NA>	제2종일반주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	1	건축사사무소 금강	<NA>	<NA>
118	용도변경	부산광역시 남구 대연동 53-1	대	231.5	138.04	494.82	<NA>	59.6285	171.4989	철근콘크리트구조	2022-01-06	<NA>	3	1	0.0	1	제1종근린생활시설	<NA>	제3종일반주거지역	<NA>	가축사육제한구역	<NA>	<NA>	<NA>	1	건축사사무소 공감그룹	<NA>	<NA>
119	신축	부산광역시 남구 문현동 119-50	대	382	228.68	659.2175	<NA>	59.86	172.57	철근콘크리트구조	2022-01-04	2022-01-12	5	0	15.8	1	공동주택	공동주택(다세대주택)	제2종일반주거지역	<NA>	상대보호구역	11	<NA>	<NA>	1	건축사사무소 원탑	중앙CM건축사사무소	(주)이카종합건설
120	용도변경	부산광역시 남구 용호동 517-20	대	202.6	117.69	188.1	<NA>	58.09	92.84	<NA>	2022-01-03	<NA>	2	<NA>	7.2	1	제2종근린생활시설	<NA>	제2종일반주거지역	<NA>	<NA>	<NA>	<NA>	1	1	건축사사무소준우	<NA>	<NA>
121	용도변경	부산광역시 남구 대연동 731-1	대	1,624.82	649.64	4,151.47	<NA>	39.98	140.98	철근콘크리트구조	2022-01-03	<NA>	4	2	14.6	1	의료시설	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	화우 건축사사무소	<NA>	<NA>

Most frequently occurring

	건축구분	대지위치	지목	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	증축연면적(제곱미터)	건폐율(퍼센트)	용적률(퍼센트)	구조	허가일	착공처리일	최대지상층수	최대지하층수	최고높이(미터)	동수	주용도	부속용도	용도지역	용도지구	용도구역	세대수	호수	가구수	주건축물수	설계사무소명	감리사무소명	시공자사무소명	# duplicates
0	신축	부산광역시 남구 문현동 539-32 외1필지	대	478.73	382.44	5,560.0579	<NA>	79.89	1,070.18	철근콘크리트구조	2022-12-30	<NA>	17	2	83.02	1	업무시설	오피스텔	일반상업지역	방화지구	가축사육제한구역	<NA>	120	<NA>	1	(주)서원건축사사무소	<NA>	<NA>	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash 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)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length