gimi9 Pandas Profiling

Dataset statistics

Number of variables	47
Number of observations	208
Missing cells	2300
Missing cells (%)	23.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	81.8 KiB
Average record size in memory	402.6 B

Variable types

Categorical	12
Text	6
Numeric	21
Unsupported	1
DateTime	7

Dataset

Description	부산광역시부산진구_착공허가신고정보_20221003
Author	부산광역시 부산진구
URL	http://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15014694

Alerts

`지목` is highly imbalanced (90.2%)	Imbalance
`구조` is highly imbalanced (52.9%)	Imbalance
`비상승강기합` is highly imbalanced (72.2%)	Imbalance
`하수처리시설명` is highly imbalanced (55.7%)	Imbalance
`용도지구` is highly imbalanced (52.5%)	Imbalance
`기계식옥외주차장(대)` is highly imbalanced (91.7%)	Imbalance
`인근자주식주차장(대)` is highly imbalanced (92.4%)	Imbalance
`부속건축물수` is highly imbalanced (87.4%)	Imbalance
`증축연면적(제곱미터)` has 169 (81.2%) missing values	Missing
`취소구분` has 208 (100.0%) missing values	Missing
`최종설계변경일` has 167 (80.3%) missing values	Missing
`실제착공일` has 90 (43.3%) missing values	Missing
`사용승인일` has 69 (33.2%) missing values	Missing
`최대지하층수` has 36 (17.3%) missing values	Missing
`승강기합` has 119 (57.2%) missing values	Missing
`하수처리시설용량(제곱미터)` has 104 (50.0%) missing values	Missing
`부속용도` has 36 (17.3%) missing values	Missing
`자주식옥내주차장(대)` has 142 (68.3%) missing values	Missing
`자주식옥외주차장(대)` has 143 (68.8%) missing values	Missing
`기계식옥내주차장(대)` has 182 (87.5%) missing values	Missing
`총주차대수` has 80 (38.5%) missing values	Missing
`총주차장면적(제곱미터)` has 80 (38.5%) missing values	Missing
`세대수` has 192 (92.3%) missing values	Missing
`호수` has 161 (77.4%) missing values	Missing
`가구수` has 175 (84.1%) missing values	Missing
`주건축물수` has 5 (2.4%) missing values	Missing
`감리사무소명` has 46 (22.1%) missing values	Missing
`시공자사무소명` has 96 (46.2%) missing values	Missing
`허가번호` has unique values	Unique
`취소구분` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`최대지하층수` has 103 (49.5%) zeros	Zeros
`동수` has 5 (2.4%) zeros	Zeros
`승강기합` has 18 (8.7%) zeros	Zeros
`총주차장면적(제곱미터)` has 19 (9.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 16:12:49.576025
Analysis finished	2023-12-10 16:12:51.108166
Duration	1.53 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

건축구분
Categorical

Distinct	5
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

신축	138
증축	39
대수선	27
용도변경	2
개축	2

Length

Max length	4
Median length	2
Mean length	2.1490385
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	신축
2nd row	신축
3rd row	증축
4th row	대수선
5th row	신축

Common Values

Value	Count	Frequency (%)
신축	138	66.3%
증축	39	18.8%
대수선	27	13.0%
용도변경	2	1.0%
개축	2	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신축	138	66.3%
증축	39	18.8%
대수선	27	13.0%
용도변경	2	1.0%
개축	2	1.0%

허가번호
Text

UNIQUE

Distinct	208
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Length

Max length	18
Median length	16
Mean length	15.903846
Min length	15

Characters and Unicode

Total characters	3308
Distinct characters	30
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	208 ?
Unique (%)	100.0%

Sample

1st row	2022-건축과-신축허가-38
2nd row	2022-건축과-신축허가-37
3rd row	2022-건축과-증축허가-8
4th row	2022-건축과-대수선허가-9
5th row	2022-건축과-신축허가-35

Value	Count	Frequency (%)
2022-건축과-신축허가-38	1	0.5%
2022-건축과-신축허가-37	1	0.5%
2021-건축과-신축허가-14	1	0.5%
2021-건축과-증축허가-5	1	0.5%
2021-건축과-증축허가-6	1	0.5%
2021-건축과-신축허가-23	1	0.5%
2021-건축과-신축허가-22	1	0.5%
2021-건축과-신축허가-21	1	0.5%
2021-건축과-신축허가-19	1	0.5%
2021-건축과-대수선허가-3	1	0.5%
Other values (198)	198	95.2%

Most occurring characters

Value	Count	Frequency (%)
-	624	18.9%
2	514	15.5%
축	387	11.7%
1	246	7.4%
0	224	6.8%
건	219	6.6%
과	208	6.3%
신	174	5.3%
허	153	4.6%
가	153	4.6%
Other values (20)	406	12.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1498	45.3%
Decimal Number	1186	35.9%
Dash Punctuation	624	18.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
축	387	25.8%
건	219	14.6%
과	208	13.9%
신	174	11.6%
허	153	10.2%
가	153	10.2%
고	44	2.9%
증	38	2.5%
수	27	1.8%
선	27	1.8%
Other values (9)	68	4.5%

Decimal Number

Value	Count	Frequency (%)
2	514	43.3%
1	246	20.7%
0	224	18.9%
3	36	3.0%
5	32	2.7%
4	31	2.6%
6	27	2.3%
9	26	2.2%
8	26	2.2%
7	24	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	624	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1810	54.7%
Hangul	1498	45.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
축	387	25.8%
건	219	14.6%
과	208	13.9%
신	174	11.6%
허	153	10.2%
가	153	10.2%
고	44	2.9%
증	38	2.5%
수	27	1.8%
선	27	1.8%
Other values (9)	68	4.5%

Common

Value	Count	Frequency (%)
-	624	34.5%
2	514	28.4%
1	246	13.6%
0	224	12.4%
3	36	2.0%
5	32	1.8%
4	31	1.7%
6	27	1.5%
9	26	1.4%
8	26	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1810	54.7%
Hangul	1498	45.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	624	34.5%
2	514	28.4%
1	246	13.6%
0	224	12.4%
3	36	2.0%
5	32	1.8%
4	31	1.7%
6	27	1.5%
9	26	1.4%
8	26	1.4%

Hangul

Value	Count	Frequency (%)
축	387	25.8%
건	219	14.6%
과	208	13.9%
신	174	11.6%
허	153	10.2%
가	153	10.2%
고	44	2.9%
증	38	2.5%
수	27	1.8%
선	27	1.8%
Other values (9)	68	4.5%

대지위치
Text

Distinct	203
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Length

Max length	27
Median length	26
Mean length	21.951923
Min length	18

Characters and Unicode

Total characters	4566
Distinct characters	39
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	198 ?
Unique (%)	95.2%

Sample

1st row	부산광역시 부산진구 가야동 646-2
2nd row	부산광역시 부산진구 전포동 204-25
3rd row	부산광역시 부산진구 전포동 164-42
4th row	부산광역시 부산진구 양정동 273-1
5th row	부산광역시 부산진구 당감동 663-10 외1필지

Value	Count	Frequency (%)
부산광역시	208	23.4%
부산진구	208	23.4%
전포동	52	5.8%
부전동	37	4.2%
외1필지	35	3.9%
당감동	24	2.7%
개금동	20	2.2%
초읍동	17	1.9%
가야동	17	1.9%
양정동	16	1.8%
Other values (213)	256	28.8%

Most occurring characters

Value	Count	Frequency (%)
	682	14.9%
부	463	10.1%
산	416	9.1%
역	208	4.6%
광	208	4.6%
진	208	4.6%
구	208	4.6%
동	208	4.6%
시	208	4.6%
-	203	4.4%
Other values (29)	1554	34.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2670	58.5%
Decimal Number	1011	22.1%
Space Separator	682	14.9%
Dash Punctuation	203	4.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
부	463	17.3%
산	416	15.6%
역	208	7.8%
광	208	7.8%
진	208	7.8%
구	208	7.8%
동	208	7.8%
시	208	7.8%
전	89	3.3%
지	63	2.4%
Other values (17)	391	14.6%

Decimal Number

Value	Count	Frequency (%)
1	177	17.5%
3	133	13.2%
2	116	11.5%
5	109	10.8%
6	108	10.7%
4	96	9.5%
8	78	7.7%
7	75	7.4%
0	64	6.3%
9	55	5.4%

Space Separator

Value	Count	Frequency (%)
	682	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	203	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2670	58.5%
Common	1896	41.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
부	463	17.3%
산	416	15.6%
역	208	7.8%
광	208	7.8%
진	208	7.8%
구	208	7.8%
동	208	7.8%
시	208	7.8%
전	89	3.3%
지	63	2.4%
Other values (17)	391	14.6%

Common

Value	Count	Frequency (%)
	682	36.0%
-	203	10.7%
1	177	9.3%
3	133	7.0%
2	116	6.1%
5	109	5.7%
6	108	5.7%
4	96	5.1%
8	78	4.1%
7	75	4.0%
Other values (2)	119	6.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2670	58.5%
ASCII	1896	41.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	682	36.0%
-	203	10.7%
1	177	9.3%
3	133	7.0%
2	116	6.1%
5	109	5.7%
6	108	5.7%
4	96	5.1%
8	78	4.1%
7	75	4.0%
Other values (2)	119	6.3%

Hangul

Value	Count	Frequency (%)
부	463	17.3%
산	416	15.6%
역	208	7.8%
광	208	7.8%
진	208	7.8%
구	208	7.8%
동	208	7.8%
시	208	7.8%
전	89	3.3%
지	63	2.4%
Other values (17)	391	14.6%

지목
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

대	202
창고용지	2
주차장	1
공장용지	1
답	1

Length

Max length	4
Median length	1
Mean length	1.0625
Min length	1

Unique

Unique	4 ?
Unique (%)	1.9%

Sample

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

Common Values

Value	Count	Frequency (%)
대	202	97.1%
창고용지	2	1.0%
주차장	1	0.5%
공장용지	1	0.5%
답	1	0.5%
잡종지	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
대	202	97.1%
창고용지	2	1.0%
주차장	1	0.5%
공장용지	1	0.5%
답	1	0.5%
잡종지	1	0.5%

대지면적(제곱미터)
Real number (ℝ)

Distinct	192
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3243.5288

Minimum	20
Maximum	462258
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	20
5-th percentile	54.7
Q1	130.425
median	226.25
Q3	441.975
95-th percentile	3008.2
Maximum	462258
Range	462238
Interquartile range (IQR)	311.55

Descriptive statistics

Standard deviation	32218.401
Coefficient of variation (CV)	9.9331326
Kurtosis	201.84997
Mean	3243.5288
Median Absolute Deviation (MAD)	114.55
Skewness	14.115262
Sum	674653.98
Variance	1.0380254 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
228.1	3	1.4%
60.8	2	1.0%
149.0	2	1.0%
308.0	2	1.0%
111.0	2	1.0%
82.0	2	1.0%
257.5	2	1.0%
113.0	2	1.0%
229.2	2	1.0%
146.0	2	1.0%
Other values (182)	187	89.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.0	1	0.5%
27.0	1	0.5%
27.37	1	0.5%
28.2	1	0.5%
31.23	1	0.5%
38.4	1	0.5%
39.3	1	0.5%
44.6	1	0.5%
51.1	1	0.5%
52.9	1	0.5%

Value	Count	Frequency (%)
462258.0	1	0.5%
35272.6	2	1.0%
16546.6	1	0.5%
15679.0	1	0.5%
12597.0	1	0.5%
7779.2	1	0.5%
6348.5	1	0.5%
4633.0	1	0.5%
3627.2	1	0.5%
3060.0	1	0.5%

건축면적(제곱미터)
Real number (ℝ)

Distinct	203
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	860.40704

Minimum	1.95
Maximum	46431.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1.95
5-th percentile	27.3065
Q1	71.585
median	132.035
Q3	262.4425
95-th percentile	1639.2455
Maximum	46431.92
Range	46429.97
Interquartile range (IQR)	190.8575

Descriptive statistics

Standard deviation	4186.6894
Coefficient of variation (CV)	4.8659405
Kurtosis	79.74022
Mean	860.40704
Median Absolute Deviation (MAD)	69.26
Skewness	8.4837251
Sum	178964.66
Variance	17528368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
159.32	2	1.0%
132.61	2	1.0%
153.84	2	1.0%
87.2	2	1.0%
25904.12	2	1.0%
68.64	1	0.5%
52.26	1	0.5%
78.27	1	0.5%
176.31	1	0.5%
305.04	1	0.5%
Other values (193)	193	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.95	1	0.5%
7.45	1	0.5%
13.61	1	0.5%
14.94	1	0.5%
15.82	1	0.5%
20.8	1	0.5%
21.36	1	0.5%
26.88	1	0.5%
26.91	1	0.5%
27.0	1	0.5%

Value	Count	Frequency (%)
46431.92	1	0.5%
25904.12	2	1.0%
10911.47	1	0.5%
8994.81	1	0.5%
4428.77	1	0.5%
3807.19	1	0.5%
3426.06	1	0.5%
2772.46	1	0.5%
1922.4	1	0.5%
1725.02	1	0.5%

연면적(제곱미터)
Real number (ℝ)

Distinct	205
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8898.1034

Minimum	1.95
Maximum	379412.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1.95
5-th percentile	47.6315
Q1	176.07
median	362.195
Q3	1032.6775
95-th percentile	35722.593
Maximum	379412.61
Range	379410.66
Interquartile range (IQR)	856.6075

Descriptive statistics

Standard deviation	43059.06
Coefficient of variation (CV)	4.8391279
Kurtosis	58.483155
Mean	8898.1034
Median Absolute Deviation (MAD)	266.3
Skewness	7.4302414
Sum	1850805.5
Variance	1.8540827 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133.86	2	1.0%
199.39	2	1.0%
465.04	2	1.0%
33716.81	1	0.5%
37898.81	1	0.5%
199.83	1	0.5%
104.52	1	0.5%
172.2	1	0.5%
726.63	1	0.5%
519.76	1	0.5%
Other values (195)	195	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.95	1	0.5%
7.45	1	0.5%
13.61	1	0.5%
26.91	1	0.5%
27.0	1	0.5%
27.1	1	0.5%
29.88	1	0.5%
33.76	1	0.5%
42.72	1	0.5%
45.0	1	0.5%

Value	Count	Frequency (%)
379412.61	1	0.5%
379246.91	1	0.5%
270442.86	1	0.5%
117415.01	1	0.5%
84170.96	1	0.5%
65473.2	1	0.5%
61851.44	1	0.5%
39487.77	1	0.5%
37898.81	1	0.5%
37707.42	1	0.5%

증축연면적(제곱미터)
Real number (ℝ)

MISSING

Distinct	39
Distinct (%)	100.0%
Missing	169
Missing (%)	81.2%
Infinite	0
Infinite (%)	0.0%
Mean	282.38077

Minimum	-247.27
Maximum	2434.33
Zeros	1
Zeros (%)	0.5%
Negative	1
Negative (%)	0.5%
Memory size	2.0 KiB

Quantile statistics

Minimum	-247.27
5-th percentile	5.301
Q1	29.675
median	60.04
Q3	102.72
95-th percentile	1640.131
Maximum	2434.33
Range	2681.6
Interquartile range (IQR)	73.045

Descriptive statistics

Standard deviation	598.44809
Coefficient of variation (CV)	2.1192948
Kurtosis	5.2973405
Mean	282.38077
Median Absolute Deviation (MAD)	33.33
Skewness	2.4858296
Sum	11012.85
Variance	358140.11
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
1328.74	1	0.5%
82.04	1	0.5%
15.64	1	0.5%
60.04	1	0.5%
5.89	1	0.5%
42.76	1	0.5%
0.0	1	0.5%
53.44	1	0.5%
78.23	1	0.5%
20.52	1	0.5%
Other values (29)	29	13.9%
(Missing)	169	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-247.27	1	0.5%
0.0	1	0.5%
5.89	1	0.5%
15.64	1	0.5%
16.38	1	0.5%
16.63	1	0.5%
18.6	1	0.5%
20.52	1	0.5%
21.89	1	0.5%
26.71	1	0.5%

Value	Count	Frequency (%)
2434.33	1	0.5%
1942.0	1	0.5%
1606.59	1	0.5%
1486.34	1	0.5%
1328.74	1	0.5%
346.11	1	0.5%
330.21	1	0.5%
240.61	1	0.5%
183.37	1	0.5%
123.4	1	0.5%

건폐율(백분율)
Real number (ℝ)

Distinct	198
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59.507328

Minimum	0.68
Maximum	92.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0.68
5-th percentile	37.081
Q1	49.7575
median	59.485
Q3	71.66
95-th percentile	79.8165
Maximum	92.6
Range	91.92
Interquartile range (IQR)	21.9025

Descriptive statistics

Standard deviation	14.982927
Coefficient of variation (CV)	0.25178289
Kurtosis	1.0857143
Mean	59.507328
Median Absolute Deviation (MAD)	9.93
Skewness	-0.50594423
Sum	12377.524
Variance	224.4881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.93	2	1.0%
59.74	2	1.0%
49.81	2	1.0%
59.41	2	1.0%
69.85	2	1.0%
59.24	2	1.0%
73.44	2	1.0%
59.47	2	1.0%
79.87	2	1.0%
43.06	2	1.0%
Other values (188)	188	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.68	1	0.5%
10.04	1	0.5%
17.55	1	0.5%
19.79	1	0.5%
19.83	1	0.5%
27.1974	1	0.5%
28.02	1	0.5%
29.03	1	0.5%
33.77	1	0.5%
36.2342	1	0.5%

Value	Count	Frequency (%)
92.6	1	0.5%
89.76	1	0.5%
89.65	1	0.5%
88.73	1	0.5%
88.43	1	0.5%
80.45	1	0.5%
79.98	1	0.5%
79.95	1	0.5%
79.87	2	1.0%
79.82	1	0.5%

용적률(백분율)
Real number (ℝ)

Distinct	207
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	274.83888

Minimum	0.68
Maximum	1246.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0.68
5-th percentile	40.560095
Q1	114.215
median	182.21
Q3	296.93
95-th percentile	977.66272
Maximum	1246.67
Range	1245.99
Interquartile range (IQR)	182.715

Descriptive statistics

Standard deviation	285.53258
Coefficient of variation (CV)	1.038909
Kurtosis	2.9223132
Mean	274.83888
Median Absolute Deviation (MAD)	74.315
Skewness	1.9425735
Sum	57166.487
Variance	81528.853
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
203.88	2	1.0%
135.73	1	0.5%
1199.45	1	0.5%
922.47	1	0.5%
221.05	1	0.5%
98.6	1	0.5%
114.3	1	0.5%
191.7228	1	0.5%
102.11	1	0.5%
226.16	1	0.5%
Other values (197)	197	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.68	1	0.5%
24.12	1	0.5%
29.03	1	0.5%
30.4144	1	0.5%
33.77	1	0.5%
34.46	1	0.5%
36.79	1	0.5%
37.25	1	0.5%
38.5725	1	0.5%
38.74	1	0.5%

Value	Count	Frequency (%)
1246.67	1	0.5%
1213.71	1	0.5%
1199.45	1	0.5%
1198.81	1	0.5%
1189.7	1	0.5%
1142.72	1	0.5%
1112.2	1	0.5%
1099.99	1	0.5%
1063.0	1	0.5%
1038.85	1	0.5%

구조
Categorical

IMBALANCE

Distinct	10
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

철근콘크리트구조	145
일반철골구조	31
경량철골구조	13
철골철근콘크리트구조	7
블록구조	3
Other values (5)	9

Length

Max length	10
Median length	8
Mean length	7.4903846
Min length	4

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
철근콘크리트구조	145	69.7%
일반철골구조	31	14.9%
경량철골구조	13	6.2%
철골철근콘크리트구조	7	3.4%
블록구조	3	1.4%
벽돌구조	3	1.4%
철골콘크리트구조	2	1.0%
강파이프구조	2	1.0%
<NA>	1	0.5%
기타콘크리트구조	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
철근콘크리트구조	145	69.7%
일반철골구조	31	14.9%
경량철골구조	13	6.2%
철골철근콘크리트구조	7	3.4%
블록구조	3	1.4%
벽돌구조	3	1.4%
철골콘크리트구조	2	1.0%
강파이프구조	2	1.0%
na	1	0.5%
기타콘크리트구조	1	0.5%

취소구분
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	208
Missing (%)	100.0%
Memory size	2.0 KiB

허가일
Date

Distinct	147
Distinct (%)	70.7%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	2021-01-04 00:00:00
Maximum	2022-05-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

최종설계변경일
Date

MISSING

Distinct	40
Distinct (%)	97.6%
Missing	167
Missing (%)	80.3%
Memory size	1.8 KiB

Minimum	2021-03-20 00:00:00
Maximum	2022-07-07 00:00:00

Histogram

Histogram with fixed size bins (bins=40)

착공처리일
Date

Distinct	150
Distinct (%)	72.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	2021-01-12 00:00:00
Maximum	2022-07-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

착공예정일
Date

Distinct	156
Distinct (%)	75.0%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	2020-06-11 00:00:00
Maximum	2022-07-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

실제착공일
Date

MISSING

Distinct	92
Distinct (%)	78.0%
Missing	90
Missing (%)	43.3%
Memory size	1.8 KiB

Minimum	2021-01-10 00:00:00
Maximum	2022-05-04 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

사용승인일
Date

MISSING

Distinct	105
Distinct (%)	75.5%
Missing	69
Missing (%)	33.2%
Memory size	1.8 KiB

Minimum	2021-02-25 00:00:00
Maximum	2022-07-06 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

건축허가최초접수일
Date

Distinct	163
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Minimum	2020-11-05 00:00:00
Maximum	2022-05-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

최대지상층수
Real number (ℝ)

Distinct	23
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.8846154

Minimum	1
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	20
Maximum	42
Range	41
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	7.0735374
Coefficient of variation (CV)	1.202039
Kurtosis	8.4689556
Mean	5.8846154
Median Absolute Deviation (MAD)	2
Skewness	2.7777782
Sum	1224
Variance	50.034931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
2	42	20.2%
4	40	19.2%
5	29	13.9%
3	29	13.9%
1	24	11.5%
20	8	3.8%
6	6	2.9%
10	4	1.9%
7	4	1.9%
9	3	1.4%
Other values (13)	19	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	24	11.5%
2	42	20.2%
3	29	13.9%
4	40	19.2%
5	29	13.9%
6	6	2.9%
7	4	1.9%
8	1	0.5%
9	3	1.4%
10	4	1.9%

Value	Count	Frequency (%)
42	2	1.0%
36	1	0.5%
30	1	0.5%
29	1	0.5%
26	1	0.5%
25	1	0.5%
23	1	0.5%
22	1	0.5%
20	8	3.8%
19	3	1.4%

최대지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	4.7%
Missing	36
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.73837209

Minimum	0
Maximum	7
Zeros	103
Zeros (%)	49.5%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4.45
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3490884
Coefficient of variation (CV)	1.8271118
Kurtosis	7.420986
Mean	0.73837209
Median Absolute Deviation (MAD)	0
Skewness	2.6852614
Sum	127
Variance	1.8200394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	103	49.5%
1	48	23.1%
2	8	3.8%
5	5	2.4%
6	3	1.4%
3	3	1.4%
4	1	0.5%
7	1	0.5%
(Missing)	36	17.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	103	49.5%
1	48	23.1%
2	8	3.8%
3	3	1.4%
4	1	0.5%
5	5	2.4%
6	3	1.4%
7	1	0.5%

Value	Count	Frequency (%)
7	1	0.5%
6	3	1.4%
5	5	2.4%
4	1	0.5%
3	3	1.4%
2	8	3.8%
1	48	23.1%
0	103	49.5%

최고높이(미터)
Real number (ℝ)

Distinct	164
Distinct (%)	78.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.252937

Minimum	2.2
Maximum	171.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	2.2
5-th percentile	4.57
Q1	8.675
median	12.95
Q3	19.05
95-th percentile	73.2025
Maximum	171.66
Range	169.46
Interquartile range (IQR)	10.375

Descriptive statistics

Standard deviation	25.109613
Coefficient of variation (CV)	1.1814655
Kurtosis	13.1317
Mean	21.252937
Median Absolute Deviation (MAD)	4.55
Skewness	3.2425084
Sum	4420.611
Variance	630.49268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.0	5	2.4%
8.4	4	1.9%
11.8	4	1.9%
9.3	3	1.4%
6.2	3	1.4%
7.3	3	1.4%
8.1	3	1.4%
14.6	3	1.4%
5.0	2	1.0%
12.9	2	1.0%
Other values (154)	176	84.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	0.5%
2.7	1	0.5%
2.8	1	0.5%
3.6	1	0.5%
3.8	2	1.0%
4.0	2	1.0%
4.24	1	0.5%
4.3	1	0.5%
4.5	1	0.5%
4.7	1	0.5%

Value	Count	Frequency (%)
171.66	2	1.0%
111.2	1	0.5%
105.85	1	0.5%
90.5	1	0.5%
89.8	1	0.5%
87.1	1	0.5%
86.75	1	0.5%
79.9	1	0.5%
79.1	1	0.5%
73.85	1	0.5%

동수
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9567308

Minimum	0
Maximum	1580
Zeros	5
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	1580
Range	1580
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	109.51925
Coefficient of variation (CV)	12.227592
Kurtosis	207.53218
Mean	8.9567308
Median Absolute Deviation (MAD)	0
Skewness	14.398469
Sum	1863
Variance	11994.467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	190	91.3%
2	7	3.4%
0	5	2.4%
8	1	0.5%
1580	1	0.5%
52	1	0.5%
11	1	0.5%
3	1	0.5%
5	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	2.4%
1	190	91.3%
2	7	3.4%
3	1	0.5%
5	1	0.5%
8	1	0.5%
11	1	0.5%
52	1	0.5%
1580	1	0.5%

Value	Count	Frequency (%)
1580	1	0.5%
52	1	0.5%
11	1	0.5%
8	1	0.5%
5	1	0.5%
3	1	0.5%
2	7	3.4%
1	190	91.3%
0	5	2.4%

승강기합
Real number (ℝ)

MISSING ZEROS

Distinct	9
Distinct (%)	10.1%
Missing	119
Missing (%)	57.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.5168539

Minimum	0
Maximum	91
Zeros	18
Zeros (%)	8.7%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	7.2
Maximum	91
Range	91
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	13.485777
Coefficient of variation (CV)	3.834614
Kurtosis	39.989358
Mean	3.5168539
Median Absolute Deviation (MAD)	0
Skewness	6.3459406
Sum	313
Variance	181.86619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	46	22.1%
0	18	8.7%
2	11	5.3%
3	5	2.4%
4	3	1.4%
8	2	1.0%
91	2	1.0%
14	1	0.5%
6	1	0.5%
(Missing)	119	57.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	8.7%
1	46	22.1%
2	11	5.3%
3	5	2.4%
4	3	1.4%
6	1	0.5%
8	2	1.0%
14	1	0.5%
91	2	1.0%

Value	Count	Frequency (%)
91	2	1.0%
14	1	0.5%
8	2	1.0%
6	1	0.5%
4	3	1.4%
3	5	2.4%
2	11	5.3%
1	46	22.1%
0	18	8.7%

비상승강기합
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	186
1	14
3	4
2	2
10	2

Length

Max length	4
Median length	4
Mean length	3.6923077
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	186	89.4%
1	14	6.7%
3	4	1.9%
2	2	1.0%
10	2	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	186	89.4%
1	14	6.7%
3	4	1.9%
2	2	1.0%
10	2	1.0%

하수처리시설명
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

하수종말처리장연결	163
부패탱크방법	28
<NA>	14
접촉산화방법	2
접촉폭기방법	1

Length

Max length	9
Median length	9
Mean length	8.2163462
Min length	4

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

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

Common Values

Value	Count	Frequency (%)
하수종말처리장연결	163	78.4%
부패탱크방법	28	13.5%
<NA>	14	6.7%
접촉산화방법	2	1.0%
접촉폭기방법	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
하수종말처리장연결	163	78.4%
부패탱크방법	28	13.5%
na	14	6.7%
접촉산화방법	2	1.0%
접촉폭기방법	1	0.5%

하수처리시설용량(제곱미터)
Real number (ℝ)

MISSING

Distinct	101
Distinct (%)	97.1%
Missing	104
Missing (%)	50.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.279237

Minimum	0.1
Maximum	302.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	1.115
Q1	3.32975
median	6.92
Q3	13.0025
95-th percentile	87.2655
Maximum	302.66
Range	302.56
Interquartile range (IQR)	9.67275

Descriptive statistics

Standard deviation	48.081216
Coefficient of variation (CV)	2.2595367
Kurtosis	18.31501
Mean	21.279237
Median Absolute Deviation (MAD)	3.9245
Skewness	4.1670811
Sum	2213.0406
Variance	2311.8033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.96	2	1.0%
6.92	2	1.0%
8.49	2	1.0%
3.23	1	0.5%
7.84	1	0.5%
25.46	1	0.5%
227.69	1	0.5%
6.61	1	0.5%
20.0	1	0.5%
1.99	1	0.5%
Other values (91)	91	43.8%
(Missing)	104	50.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.5%
0.8856	1	0.5%
0.9	1	0.5%
1.0	1	0.5%
1.02	1	0.5%
1.1	1	0.5%
1.2	1	0.5%
1.373	1	0.5%
1.399	1	0.5%
1.48	1	0.5%

Value	Count	Frequency (%)
302.66	1	0.5%
238.034	1	0.5%
227.69	1	0.5%
181.725	1	0.5%
126.47	1	0.5%
90.99	1	0.5%
66.16	1	0.5%
60.928	1	0.5%
57.18	1	0.5%
53.38	1	0.5%

주용도
Categorical

Distinct	13
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

제2종근린생활시설	77
제1종근린생활시설	42
단독주택	21
업무시설	19
공동주택	15
Other values (8)	34

Length

Max length	9
Median length	9
Mean length	6.9326923
Min length	4

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

1st row	단독주택
2nd row	제2종근린생활시설
3rd row	제1종근린생활시설
4th row	공동주택
5th row	공동주택

Common Values

Value	Count	Frequency (%)
제2종근린생활시설	77	37.0%
제1종근린생활시설	42	20.2%
단독주택	21	10.1%
업무시설	19	9.1%
공동주택	15	7.2%
창고시설	15	7.2%
숙박시설	5	2.4%
의료시설	4	1.9%
교육연구시설	3	1.4%
자동차관련시설	3	1.4%
Other values (3)	4	1.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제2종근린생활시설	77	37.0%
제1종근린생활시설	42	20.2%
단독주택	21	10.1%
업무시설	19	9.1%
공동주택	15	7.2%
창고시설	15	7.2%
숙박시설	5	2.4%
의료시설	4	1.9%
교육연구시설	3	1.4%
자동차관련시설	3	1.4%
Other values (3)	4	1.9%

부속용도
Text

MISSING

Distinct	101
Distinct (%)	58.7%
Missing	36
Missing (%)	17.3%
Memory size	1.8 KiB

Length

Max length	55
Median length	37
Mean length	10.77907
Min length	2

Characters and Unicode

Total characters	1854
Distinct characters	121
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	83 ?
Unique (%)	48.3%

Sample

1st row	사무소
2nd row	(소매점, 휴게음식점), 제2종근린생활시설(사무소)
3rd row	공동주택(아파트)
4th row	공동주택(도시형생활주택)
5th row	교육연구시설,업무시설

Value	Count	Frequency (%)
사무소	26	10.4%
일반음식점	20	8.0%
오피스텔	14	5.6%
및	13	5.2%
휴게음식점	11	4.4%
단독주택	9	3.6%
소매점	9	3.6%
	7	2.8%
창고시설(창고	6	2.4%
제1종근린생활시설(휴게음식점	6	2.4%
Other values (85)	129	51.6%

Most occurring characters

Value	Count	Frequency (%)
시	96	5.2%
설	89	4.8%
,	80	4.3%
	78	4.2%
점	76	4.1%
(	71	3.8%
소	70	3.8%
)	70	3.8%
무	66	3.6%
식	60	3.2%
Other values (111)	1098	59.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1484	80.0%
Other Punctuation	93	5.0%
Space Separator	78	4.2%
Open Punctuation	73	3.9%
Close Punctuation	72	3.9%
Decimal Number	49	2.6%
Dash Punctuation	5	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	96	6.5%
설	89	6.0%
점	76	5.1%
소	70	4.7%
무	66	4.4%
식	60	4.0%
음	59	4.0%
생	58	3.9%
활	57	3.8%
사	55	3.7%
Other values (98)	798	53.8%

Other Punctuation

Value	Count	Frequency (%)
,	80	86.0%
/	12	12.9%
.	1	1.1%

Open Punctuation

Value	Count	Frequency (%)
(	71	97.3%
{	1	1.4%
[	1	1.4%

Close Punctuation

Value	Count	Frequency (%)
)	70	97.2%
}	1	1.4%
]	1	1.4%

Decimal Number

Value	Count	Frequency (%)
2	29	59.2%
1	20	40.8%

Space Separator

Value	Count	Frequency (%)
	78	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1484	80.0%
Common	370	20.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	96	6.5%
설	89	6.0%
점	76	5.1%
소	70	4.7%
무	66	4.4%
식	60	4.0%
음	59	4.0%
생	58	3.9%
활	57	3.8%
사	55	3.7%
Other values (98)	798	53.8%

Common

Value	Count	Frequency (%)
,	80	21.6%
	78	21.1%
(	71	19.2%
)	70	18.9%
2	29	7.8%
1	20	5.4%
/	12	3.2%
-	5	1.4%
}	1	0.3%
.	1	0.3%
Other values (3)	3	0.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1484	80.0%
ASCII	370	20.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	96	6.5%
설	89	6.0%
점	76	5.1%
소	70	4.7%
무	66	4.4%
식	60	4.0%
음	59	4.0%
생	58	3.9%
활	57	3.8%
사	55	3.7%
Other values (98)	798	53.8%

ASCII

Value	Count	Frequency (%)
,	80	21.6%
	78	21.1%
(	71	19.2%
)	70	18.9%
2	29	7.8%
1	20	5.4%
/	12	3.2%
-	5	1.4%
}	1	0.3%
.	1	0.3%
Other values (3)	3	0.8%

용도지역
Categorical

Distinct	9
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

일반상업지역	59
가로구역별최고높이제한지역	49
제2종일반주거지역	44
제3종일반주거지역	32
준주거지역	15
Other values (4)	9

Length

Max length	13
Median length	9
Mean length	8.6057692
Min length	4

Unique

Unique	3 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
일반상업지역	59	28.4%
가로구역별최고높이제한지역	49	23.6%
제2종일반주거지역	44	21.2%
제3종일반주거지역	32	15.4%
준주거지역	15	7.2%
<NA>	6	2.9%
근린상업지역	1	0.5%
상업지역	1	0.5%
자연녹지지역	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반상업지역	59	28.4%
가로구역별최고높이제한지역	49	23.6%
제2종일반주거지역	44	21.2%
제3종일반주거지역	32	15.4%
준주거지역	15	7.2%
na	6	2.9%
근린상업지역	1	0.5%
상업지역	1	0.5%
자연녹지지역	1	0.5%

용도지구
Categorical

IMBALANCE

Distinct	6
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	110
방화지구	91
주거환경개선지구	4
철도보호지구	1
미관지구	1

Length

Max length	9
Median length	4
Mean length	4.1105769
Min length	4

Unique

Unique	3 ?
Unique (%)	1.4%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	110	52.9%
방화지구	91	43.8%
주거환경개선지구	4	1.9%
철도보호지구	1	0.5%
미관지구	1	0.5%
지적재조사사업지구	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	110	52.9%
방화지구	91	43.8%
주거환경개선지구	4	1.9%
철도보호지구	1	0.5%
미관지구	1	0.5%
지적재조사사업지구	1	0.5%

용도구역
Categorical

Distinct	7
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

상대보호구역	100
<NA>	92
중점경관관리구역	7
제1종지구단위계획구역	5
지구단위계획구역	2
Other values (2)	2

Length

Max length	11
Median length	8
Mean length	5.3173077
Min length	4

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
상대보호구역	100	48.1%
<NA>	92	44.2%
중점경관관리구역	7	3.4%
제1종지구단위계획구역	5	2.4%
지구단위계획구역	2	1.0%
절대정화구역	1	0.5%
재개발구역	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
상대보호구역	100	48.1%
na	92	44.2%
중점경관관리구역	7	3.4%
제1종지구단위계획구역	5	2.4%
지구단위계획구역	2	1.0%
절대정화구역	1	0.5%
재개발구역	1	0.5%

자주식옥내주차장(대)
Real number (ℝ)

MISSING

Distinct	30
Distinct (%)	45.5%
Missing	142
Missing (%)	68.3%
Infinite	0
Infinite (%)	0.0%
Mean	126.90909

Minimum	1
Maximum	2122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	23
95-th percentile	745.75
Maximum	2122
Range	2121
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	402.02391
Coefficient of variation (CV)	3.1678102
Kurtosis	18.313801
Mean	126.90909
Median Absolute Deviation (MAD)	3
Skewness	4.2431259
Sum	8376
Variance	161623.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
2	18	8.7%
1	7	3.4%
4	5	2.4%
3	4	1.9%
5	3	1.4%
16	2	1.0%
6	2	1.0%
78	2	1.0%
2122	2	1.0%
158	1	0.5%
Other values (20)	20	9.6%
(Missing)	142	68.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	3.4%
2	18	8.7%
3	4	1.9%
4	5	2.4%
5	3	1.4%
6	2	1.0%
7	1	0.5%
8	1	0.5%
9	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
2122	2	1.0%
1186	1	0.5%
831	1	0.5%
490	1	0.5%
268	1	0.5%
194	1	0.5%
176	1	0.5%
158	1	0.5%
139	1	0.5%
121	1	0.5%

자주식옥외주차장(대)
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	23.1%
Missing	143
Missing (%)	68.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.4307692

Minimum	1
Maximum	70
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	23.8
Maximum	70
Range	69
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	10.139602
Coefficient of variation (CV)	1.8670656
Kurtosis	26.247158
Mean	5.4307692
Median Absolute Deviation (MAD)	1
Skewness	4.6539091
Sum	353
Variance	102.81154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	21	10.1%
2	14	6.7%
3	9	4.3%
4	6	2.9%
6	2	1.0%
8	2	1.0%
25	2	1.0%
5	2	1.0%
17	1	0.5%
70	1	0.5%
Other values (5)	5	2.4%
(Missing)	143	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	21	10.1%
2	14	6.7%
3	9	4.3%
4	6	2.9%
5	2	1.0%
6	2	1.0%
7	1	0.5%
8	2	1.0%
10	1	0.5%
12	1	0.5%

Value	Count	Frequency (%)
70	1	0.5%
30	1	0.5%
25	2	1.0%
19	1	0.5%
17	1	0.5%
12	1	0.5%
10	1	0.5%
8	2	1.0%
7	1	0.5%
6	2	1.0%

기계식옥내주차장(대)
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	84.6%
Missing	182
Missing (%)	87.5%
Infinite	0
Infinite (%)	0.0%
Mean	78

Minimum	6
Maximum	188
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	6
5-th percentile	12
Q1	31
median	63
Q3	111
95-th percentile	181
Maximum	188
Range	182
Interquartile range (IQR)	80

Descriptive statistics

Standard deviation	54.561525
Coefficient of variation (CV)	0.69950673
Kurtosis	-0.48955864
Mean	78
Median Absolute Deviation (MAD)	33
Skewness	0.76222178
Sum	2028
Variance	2976.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
30	4	1.9%
66	2	1.0%
144	1	0.5%
8	1	0.5%
54	1	0.5%
108	1	0.5%
112	1	0.5%
76	1	0.5%
160	1	0.5%
188	1	0.5%
Other values (12)	12	5.8%
(Missing)	182	87.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.5%
8	1	0.5%
24	1	0.5%
30	4	1.9%
34	1	0.5%
46	1	0.5%
54	1	0.5%
56	1	0.5%
58	1	0.5%
60	1	0.5%

Value	Count	Frequency (%)
188	1	0.5%
184	1	0.5%
172	1	0.5%
160	1	0.5%
144	1	0.5%
120	1	0.5%
112	1	0.5%
108	1	0.5%
88	1	0.5%
78	1	0.5%

기계식옥외주차장(대)
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	204
100	2
3	1
112	1

Length

Max length	4
Median length	4
Mean length	3.9711538
Min length	1

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	204	98.1%
100	2	1.0%
3	1	0.5%
112	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	204	98.1%
100	2	1.0%
3	1	0.5%
112	1	0.5%

인근자주식주차장(대)
Categorical

IMBALANCE

Distinct	5
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	204
4	1
1	1
227	1
3	1

Length

Max length	4
Median length	4
Mean length	3.9519231
Min length	1

Unique

Unique	4 ?
Unique (%)	1.9%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	204	98.1%
4	1	0.5%
1	1	0.5%
227	1	0.5%
3	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	204	98.1%
4	1	0.5%
1	1	0.5%
227	1	0.5%
3	1	0.5%

총주차대수
Real number (ℝ)

MISSING

Distinct	43
Distinct (%)	33.6%
Missing	80
Missing (%)	38.5%
Infinite	0
Infinite (%)	0.0%
Mean	88.335938

Minimum	1
Maximum	2247
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	31
95-th percentile	304.45
Maximum	2247
Range	2246
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	314.47678
Coefficient of variation (CV)	3.5600095
Kurtosis	35.389694
Mean	88.335938
Median Absolute Deviation (MAD)	3
Skewness	5.7251596
Sum	11307
Variance	98895.642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
1	23	11.1%
2	23	11.1%
3	12	5.8%
4	10	4.8%
6	5	2.4%
31	5	2.4%
8	5	2.4%
5	4	1.9%
68	2	1.0%
2247	2	1.0%
Other values (33)	37	17.8%
(Missing)	80	38.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	23	11.1%
2	23	11.1%
3	12	5.8%
4	10	4.8%
5	4	1.9%
6	5	2.4%
7	2	1.0%
8	5	2.4%
9	1	0.5%
10	2	1.0%

Value	Count	Frequency (%)
2247	2	1.0%
1186	1	0.5%
975	1	0.5%
507	1	0.5%
500	1	0.5%
323	1	0.5%
270	2	1.0%
268	1	0.5%
212	1	0.5%
204	1	0.5%

총주차장면적(제곱미터)
Real number (ℝ)

MISSING ZEROS

Distinct	69
Distinct (%)	53.9%
Missing	80
Missing (%)	38.5%
Infinite	0
Infinite (%)	0.0%
Mean	511.77662

Minimum	0
Maximum	26675.36
Zeros	19
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	12.5
median	37.5
Q3	84.85
95-th percentile	1253.3425
Maximum	26675.36
Range	26675.36
Interquartile range (IQR)	72.35

Descriptive statistics

Standard deviation	2634.3631
Coefficient of variation (CV)	5.1474861
Kurtosis	78.967327
Mean	511.77662
Median Absolute Deviation (MAD)	25
Skewness	8.3879205
Sum	65507.407
Variance	6939868.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	19	9.1%
12.5	15	7.2%
25.0	10	4.8%
37.5	6	2.9%
50.0	4	1.9%
46.0	3	1.4%
23.0	3	1.4%
12.0	3	1.4%
57.5	2	1.0%
34.5	2	1.0%
Other values (59)	61	29.3%
(Missing)	80	38.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	19	9.1%
11.5	1	0.5%
12.0	3	1.4%
12.5	15	7.2%
18.85	1	0.5%
22.81	1	0.5%
23.0	3	1.4%
24.5	2	1.0%
25.0	10	4.8%
28.57	1	0.5%

Value	Count	Frequency (%)
26675.36	1	0.5%
9245.06	1	0.5%
8306.43	1	0.5%
4940.19	1	0.5%
4031.55	1	0.5%
1797.26	1	0.5%
1439.07	1	0.5%
908.42	1	0.5%
671.56	1	0.5%
599.85	1	0.5%

세대수
Real number (ℝ)

MISSING

Distinct	15
Distinct (%)	93.8%
Missing	192
Missing (%)	92.3%
Infinite	0
Infinite (%)	0.0%
Mean	100

Minimum	1
Maximum	546
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6.25
Q1	10.5
median	36.5
Q3	104
95-th percentile	337.5
Maximum	546
Range	545
Interquartile range (IQR)	93.5

Descriptive statistics

Standard deviation	146.3325
Coefficient of variation (CV)	1.463325
Kurtosis	5.2742661
Mean	100
Median Absolute Deviation (MAD)	32
Skewness	2.2143805
Sum	1600
Variance	21413.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
9	2	1.0%
268	1	0.5%
11	1	0.5%
38	1	0.5%
72	1	0.5%
80	1	0.5%
546	1	0.5%
76	1	0.5%
8	1	0.5%
35	1	0.5%
Other values (5)	5	2.4%
(Missing)	192	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.5%
8	1	0.5%
9	2	1.0%
11	1	0.5%
12	1	0.5%
15	1	0.5%
35	1	0.5%
38	1	0.5%
72	1	0.5%
76	1	0.5%

Value	Count	Frequency (%)
546	1	0.5%
268	1	0.5%
244	1	0.5%
176	1	0.5%
80	1	0.5%
76	1	0.5%
72	1	0.5%
38	1	0.5%
35	1	0.5%
15	1	0.5%

호수
Real number (ℝ)

MISSING

Distinct	30
Distinct (%)	63.8%
Missing	161
Missing (%)	77.4%
Infinite	0
Infinite (%)	0.0%
Mean	51.957447

Minimum	1
Maximum	409
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1.3
Q1	4
median	13
Q3	58
95-th percentile	253
Maximum	409
Range	408
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	88.607331
Coefficient of variation (CV)	1.7053827
Kurtosis	6.4425714
Mean	51.957447
Median Absolute Deviation (MAD)	11
Skewness	2.5203238
Sum	2442
Variance	7851.259
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
4	8	3.8%
2	4	1.9%
3	3	1.4%
1	3	1.4%
5	3	1.4%
132	2	1.0%
36	1	0.5%
38	1	0.5%
56	1	0.5%
409	1	0.5%
Other values (20)	20	9.6%
(Missing)	161	77.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	1.4%
2	4	1.9%
3	3	1.4%
4	8	3.8%
5	3	1.4%
6	1	0.5%
7	1	0.5%
13	1	0.5%
14	1	0.5%
16	1	0.5%

Value	Count	Frequency (%)
409	1	0.5%
309	1	0.5%
259	1	0.5%
239	1	0.5%
154	1	0.5%
132	2	1.0%
98	1	0.5%
82	1	0.5%
73	1	0.5%
66	1	0.5%

가구수
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	18.2%
Missing	175
Missing (%)	84.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.2121212

Minimum	1
Maximum	158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	5.4
Maximum	158
Range	157
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	27.272648
Coefficient of variation (CV)	4.3902312
Kurtosis	32.872334
Mean	6.2121212
Median Absolute Deviation (MAD)	0
Skewness	5.7286235
Sum	205
Variance	743.79735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	25	12.0%
2	4	1.9%
6	1	0.5%
158	1	0.5%
5	1	0.5%
3	1	0.5%
(Missing)	175	84.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	25	12.0%
2	4	1.9%
3	1	0.5%
5	1	0.5%
6	1	0.5%
158	1	0.5%

Value	Count	Frequency (%)
158	1	0.5%
6	1	0.5%
5	1	0.5%
3	1	0.5%
2	4	1.9%
1	25	12.0%

주건축물수
Real number (ℝ)

MISSING

Distinct	6
Distinct (%)	3.0%
Missing	5
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	9.137931

Minimum	1
Maximum	1580
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1580
Range	1579
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	110.85938
Coefficient of variation (CV)	12.131781
Kurtosis	202.54942
Mean	9.137931
Median Absolute Deviation (MAD)	0
Skewness	14.224674
Sum	1855
Variance	12289.803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	193	92.8%
2	6	2.9%
7	1	0.5%
1580	1	0.5%
52	1	0.5%
11	1	0.5%
(Missing)	5	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	193	92.8%
2	6	2.9%
7	1	0.5%
11	1	0.5%
52	1	0.5%
1580	1	0.5%

Value	Count	Frequency (%)
1580	1	0.5%
52	1	0.5%
11	1	0.5%
7	1	0.5%
2	6	2.9%
1	193	92.8%

부속건축물수
Categorical

IMBALANCE

Distinct	4
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

<NA>	201
1	5
0	1
3	1

Length

Max length	4
Median length	4
Mean length	3.8990385
Min length	1

Unique

Unique	2 ?
Unique (%)	1.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	201	96.6%
1	5	2.4%
0	1	0.5%
3	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	201	96.6%
1	5	2.4%
0	1	0.5%
3	1	0.5%

설계사무소명
Text

Distinct	138
Distinct (%)	66.3%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

Length

Max length	18
Median length	16
Mean length	10.947115
Min length	8

Characters and Unicode

Total characters	2277
Distinct characters	159
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	112 ?
Unique (%)	53.8%

Sample

1st row	루가 건축사사무소
2nd row	(주)전원건축종합건축사사무소
3rd row	조아 종합건축사사무소
4th row	주식회사 제이에스종합건축사사무소
5th row	경희건축사사무소

Value	Count	Frequency (%)
건축사사무소	64	19.2%
종합건축사사무소	36	10.8%
조아	21	6.3%
주식회사	17	5.1%
아키21건축사사무소	11	3.3%
주)신흥	5	1.5%
대호	4	1.2%
포유종합건축사사무소	4	1.2%
진성	4	1.2%
주)건축사사무소	4	1.2%
Other values (134)	163	48.9%

Most occurring characters

Value	Count	Frequency (%)
사	436	19.1%
건	216	9.5%
축	211	9.3%
소	209	9.2%
무	208	9.1%
	127	5.6%
종	67	2.9%
주	67	2.9%
합	66	2.9%
(	43	1.9%
Other values (149)	627	27.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2015	88.5%
Space Separator	127	5.6%
Open Punctuation	43	1.9%
Close Punctuation	43	1.9%
Decimal Number	28	1.2%
Uppercase Letter	16	0.7%
Other Punctuation	4	0.2%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	436	21.6%
건	216	10.7%
축	211	10.5%
소	209	10.4%
무	208	10.3%
종	67	3.3%
주	67	3.3%
합	66	3.3%
아	37	1.8%
조	24	1.2%
Other values (131)	474	23.5%

Uppercase Letter

Value	Count	Frequency (%)
A	4	25.0%
S	2	12.5%
C	2	12.5%
T	2	12.5%
E	1	6.2%
D	1	6.2%
M	1	6.2%
P	1	6.2%
L	1	6.2%
U	1	6.2%

Decimal Number

Value	Count	Frequency (%)
2	14	50.0%
1	14	50.0%

Other Punctuation

Value	Count	Frequency (%)
&	3	75.0%
.	1	25.0%

Space Separator

Value	Count	Frequency (%)
	127	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	43	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	43	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2015	88.5%
Common	246	10.8%
Latin	16	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	436	21.6%
건	216	10.7%
축	211	10.5%
소	209	10.4%
무	208	10.3%
종	67	3.3%
주	67	3.3%
합	66	3.3%
아	37	1.8%
조	24	1.2%
Other values (131)	474	23.5%

Latin

Value	Count	Frequency (%)
A	4	25.0%
S	2	12.5%
C	2	12.5%
T	2	12.5%
E	1	6.2%
D	1	6.2%
M	1	6.2%
P	1	6.2%
L	1	6.2%
U	1	6.2%

Common

Value	Count	Frequency (%)
	127	51.6%
(	43	17.5%
)	43	17.5%
2	14	5.7%
1	14	5.7%
&	3	1.2%
-	1	0.4%
.	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2015	88.5%
ASCII	262	11.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	436	21.6%
건	216	10.7%
축	211	10.5%
소	209	10.4%
무	208	10.3%
종	67	3.3%
주	67	3.3%
합	66	3.3%
아	37	1.8%
조	24	1.2%
Other values (131)	474	23.5%

ASCII

Value	Count	Frequency (%)
	127	48.5%
(	43	16.4%
)	43	16.4%
2	14	5.3%
1	14	5.3%
A	4	1.5%
&	3	1.1%
S	2	0.8%
C	2	0.8%
T	2	0.8%
Other values (8)	8	3.1%

감리사무소명
Text

MISSING

Distinct	135
Distinct (%)	83.3%
Missing	46
Missing (%)	22.1%
Memory size	1.8 KiB

Length

Max length	18
Median length	15
Mean length	11.271605
Min length	7

Characters and Unicode

Total characters	1826
Distinct characters	161
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	118 ?
Unique (%)	72.8%

Sample

1st row	금영건축사사무소
2nd row	건축사사무소 예천
3rd row	조아 종합건축사사무소
4th row	주식회사 제이에스종합건축사사무소
5th row	(주)수가디자인 건축사사무소

Value	Count	Frequency (%)
건축사사무소	44	17.7%
종합건축사사무소	16	6.5%
주식회사	15	6.0%
조아	6	2.4%
주)종합건축사사무소	6	2.4%
대호	4	1.6%
주)상지엔지니어링건축사사무소	3	1.2%
아키21건축사사무소	3	1.2%
미상건축사사무소	3	1.2%
주)삼현도시종합건축사사무소	3	1.2%
Other values (133)	145	58.5%

Most occurring characters

Value	Count	Frequency (%)
사	339	18.6%
건	167	9.1%
축	164	9.0%
무	162	8.9%
소	162	8.9%
	89	4.9%
주	64	3.5%
종	45	2.5%
(	44	2.4%
합	44	2.4%
Other values (151)	546	29.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1626	89.0%
Space Separator	89	4.9%
Open Punctuation	44	2.4%
Close Punctuation	44	2.4%
Decimal Number	13	0.7%
Uppercase Letter	8	0.4%
Other Punctuation	2	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	339	20.8%
건	167	10.3%
축	164	10.1%
무	162	10.0%
소	162	10.0%
주	64	3.9%
종	45	2.8%
합	44	2.7%
이	26	1.6%
아	24	1.5%
Other values (136)	429	26.4%

Uppercase Letter

Value	Count	Frequency (%)
E	2	25.0%
G	1	12.5%
N	1	12.5%
C	1	12.5%
A	1	12.5%
L	1	12.5%
S	1	12.5%

Decimal Number

Value	Count	Frequency (%)
1	6	46.2%
2	5	38.5%
5	1	7.7%
0	1	7.7%

Space Separator

Value	Count	Frequency (%)
	89	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	44	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	44	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1626	89.0%
Common	192	10.5%
Latin	8	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	339	20.8%
건	167	10.3%
축	164	10.1%
무	162	10.0%
소	162	10.0%
주	64	3.9%
종	45	2.8%
합	44	2.7%
이	26	1.6%
아	24	1.5%
Other values (136)	429	26.4%

Common

Value	Count	Frequency (%)
	89	46.4%
(	44	22.9%
)	44	22.9%
1	6	3.1%
2	5	2.6%
.	2	1.0%
5	1	0.5%
0	1	0.5%

Latin

Value	Count	Frequency (%)
E	2	25.0%
G	1	12.5%
N	1	12.5%
C	1	12.5%
A	1	12.5%
L	1	12.5%
S	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1626	89.0%
ASCII	200	11.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	339	20.8%
건	167	10.3%
축	164	10.1%
무	162	10.0%
소	162	10.0%
주	64	3.9%
종	45	2.8%
합	44	2.7%
이	26	1.6%
아	24	1.5%
Other values (136)	429	26.4%

ASCII

Value	Count	Frequency (%)
	89	44.5%
(	44	22.0%
)	44	22.0%
1	6	3.0%
2	5	2.5%
.	2	1.0%
E	2	1.0%
G	1	0.5%
N	1	0.5%
C	1	0.5%
Other values (5)	5	2.5%

시공자사무소명
Text

MISSING

Distinct	97
Distinct (%)	86.6%
Missing	96
Missing (%)	46.2%
Memory size	1.8 KiB

Length

Max length	14
Median length	9
Mean length	8.6607143
Min length	5

Characters and Unicode

Total characters	970
Distinct characters	137
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	86 ?
Unique (%)	76.8%

Sample

1st row	대신종합건설(주)
2nd row	(주)태종종합건설
3rd row	진보산업개발(주)
4th row	(주)에스티모빅
5th row	(주)진양종합건설

Value	Count	Frequency (%)
주식회사	6	5.0%
강한종합건설(주	3	2.5%
성도종합건설(주	3	2.5%
주)디알종합건설	3	2.5%
유건	3	2.5%
지케이종합건설(주	2	1.7%
주식회사대성문	2	1.7%
교보종합건설(주	2	1.7%
대신종합건설(주	2	1.7%
건한종합건설(주	2	1.7%
Other values (89)	91	76.5%

Most occurring characters

Value	Count	Frequency (%)
주	112	11.5%
건	95	9.8%
)	94	9.7%
(	94	9.7%
설	85	8.8%
종	66	6.8%
합	65	6.7%
식	18	1.9%
사	18	1.9%
회	18	1.9%
Other values (127)	305	31.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	775	79.9%
Close Punctuation	94	9.7%
Open Punctuation	94	9.7%
Space Separator	7	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	112	14.5%
건	95	12.3%
설	85	11.0%
종	66	8.5%
합	65	8.4%
식	18	2.3%
사	18	2.3%
회	18	2.3%
성	18	2.3%
이	9	1.2%
Other values (124)	271	35.0%

Close Punctuation

Value	Count	Frequency (%)
)	94	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	94	100.0%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	775	79.9%
Common	195	20.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	112	14.5%
건	95	12.3%
설	85	11.0%
종	66	8.5%
합	65	8.4%
식	18	2.3%
사	18	2.3%
회	18	2.3%
성	18	2.3%
이	9	1.2%
Other values (124)	271	35.0%

Common

Value	Count	Frequency (%)
)	94	48.2%
(	94	48.2%
	7	3.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	775	79.9%
ASCII	195	20.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	112	14.5%
건	95	12.3%
설	85	11.0%
종	66	8.5%
합	65	8.4%
식	18	2.3%
사	18	2.3%
회	18	2.3%
성	18	2.3%
이	9	1.2%
Other values (124)	271	35.0%

ASCII

Value	Count	Frequency (%)
)	94	48.2%
(	94	48.2%
	7	3.6%

First rows
Last rows

	건축구분	허가번호	대지위치	지목	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	증축연면적(제곱미터)	건폐율(백분율)	용적률(백분율)	구조	취소구분	허가일	최종설계변경일	착공처리일	착공예정일	실제착공일	사용승인일	건축허가최초접수일	최대지상층수	최대지하층수	최고높이(미터)	동수	승강기합	비상승강기합	하수처리시설명	하수처리시설용량(제곱미터)	주용도	부속용도	용도지역	용도지구	용도구역	자주식옥내주차장(대)	자주식옥외주차장(대)	기계식옥내주차장(대)	기계식옥외주차장(대)	인근자주식주차장(대)	총주차대수	총주차장면적(제곱미터)	세대수	호수	가구수	주건축물수	부속건축물수	설계사무소명	감리사무소명	시공자사무소명
0	신축	2022-건축과-신축허가-38	부산광역시 부산진구 가야동 646-2	대	143.4	85.94	194.64	<NA>	59.93	135.73	철근콘크리트구조	<NA>	2022-05-25	<NA>	2022-06-09	2022-06-07	<NA>	<NA>	2022-05-11	3	0	9.3	1	<NA>	<NA>	하수종말처리장연결	<NA>	단독주택	<NA>	가로구역별최고높이제한지역	<NA>	상대보호구역	<NA>	2	<NA>	<NA>	<NA>	2	24.5	<NA>	1	2	1	<NA>	루가 건축사사무소	금영건축사사무소	<NA>
1	신축	2022-건축과-신축허가-37	부산광역시 부산진구 전포동 204-25	대	361.0	177.59	237.09	<NA>	49.19	34.46	철근콘크리트구조	<NA>	2022-05-24	<NA>	2022-06-02	2022-05-31	<NA>	<NA>	2022-05-09	1	1	4.24	1	<NA>	<NA>	하수종말처리장연결	3.556	제2종근린생활시설	사무소	가로구역별최고높이제한지역	<NA>	<NA>	<NA>	2	<NA>	<NA>	<NA>	2	23.0	<NA>	<NA>	<NA>	1	<NA>	(주)전원건축종합건축사사무소	건축사사무소 예천	대신종합건설(주)
2	증축	2022-건축과-증축허가-8	부산광역시 부산진구 전포동 164-42	대	132.6	88.99	240.61	240.61	67.11	181.46	블록구조	<NA>	2022-05-20	<NA>	2022-05-26	2022-05-27	<NA>	<NA>	2022-05-03	3	<NA>	12.3	1	0	<NA>	하수종말처리장연결	8.49	제1종근린생활시설	(소매점, 휴게음식점), 제2종근린생활시설(사무소)	일반상업지역	방화지구	상대보호구역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	<NA>	1	<NA>	조아 종합건축사사무소	조아 종합건축사사무소	<NA>
3	대수선	2022-건축과-대수선허가-9	부산광역시 부산진구 양정동 273-1	대	6348.5	3807.19	61851.44	<NA>	59.9699	622.7849	철근콘크리트구조	<NA>	2022-05-18	<NA>	2022-05-24	2022-05-24	<NA>	<NA>	2022-04-18	30	5	90.5	1	3	3	접촉폭기방법	<NA>	공동주택	공동주택(아파트)	일반상업지역	방화지구	<NA>	490	17	<NA>	<NA>	<NA>	507	0.0	268	14	<NA>	1	<NA>	주식회사 제이에스종합건축사사무소	주식회사 제이에스종합건축사사무소	<NA>
4	신축	2022-건축과-신축허가-35	부산광역시 부산진구 당감동 663-10 외1필지	대	465.0	241.02	992.14	<NA>	51.83	213.36	철근콘크리트구조	<NA>	2022-05-18	<NA>	2022-06-23	2022-06-16	<NA>	<NA>	2022-04-06	6	0	18.1	1	1	<NA>	<NA>	<NA>	공동주택	공동주택(도시형생활주택)	제2종일반주거지역	<NA>	상대보호구역	11	<NA>	<NA>	<NA>	<NA>	11	0.0	11	4	<NA>	1	<NA>	경희건축사사무소	(주)수가디자인 건축사사무소	(주)태종종합건설
5	대수선	2022-건축과-대수선허가-8	부산광역시 부산진구 범천동 870-5	대	430.4	339.19	2069.63	<NA>	78.81	406.89	철근콘크리트구조	<NA>	2022-05-10	<NA>	2022-06-29	2022-07-01	<NA>	<NA>	2022-04-29	6	1	20.9	1	1	<NA>	부패탱크방법	<NA>	제2종근린생활시설	교육연구시설,업무시설	가로구역별최고높이제한지역	방화지구	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	(주)신흥 종합건축사사무소	(주)신흥 종합건축사사무소	진보산업개발(주)
6	신축	2022-건축과-신축허가-34	부산광역시 부산진구 전포동 194-16 외1필지	대	780.4	288.7	432.52	<NA>	36.99	55.42	철근콘크리트구조	<NA>	2022-05-09	<NA>	2022-07-06	2022-06-28	<NA>	<NA>	2022-04-25	2	0	12.0	1	<NA>	<NA>	하수종말처리장연결	13.97	제2종근린생활시설	휴게음식점	일반상업지역	방화지구	상대보호구역	<NA>	6	<NA>	<NA>	<NA>	6	73.0	<NA>	<NA>	<NA>	1	<NA>	씨앤피건축사사무소	씨앤피건축사사무소	(주)에스티모빅
7	신축	2022-건축과-신축허가-33	부산광역시 부산진구 부전동 398-17 외3필지	대	346.1	258.62	334.72	<NA>	74.72	96.71	철근콘크리트구조	<NA>	2022-04-29	<NA>	2022-06-23	2022-06-23	<NA>	<NA>	2022-04-12	2	0	10.3	1	<NA>	<NA>	하수종말처리장연결	<NA>	제2종근린생활시설	<NA>	일반상업지역	방화지구	<NA>	<NA>	2	<NA>	<NA>	<NA>	2	25.0	<NA>	<NA>	<NA>	1	<NA>	도담 건축사사무소	아이제이건축사사무소	(주)진양종합건설
8	신축	2022-건축과-신축허가-31	부산광역시 부산진구 전포동 671-12	대	128.0	91.95	267.3	<NA>	71.84	208.83	철근콘크리트구조	<NA>	2022-04-21	<NA>	2022-05-19	2022-05-20	<NA>	<NA>	2022-04-11	5	0	15.7	1	<NA>	<NA>	하수종말처리장연결	7.52	창고시설	(창고)/제1,2종근린생활시설(휴게음식점,일반음식점)	가로구역별최고높이제한지역	방화지구	<NA>	<NA>	1	<NA>	<NA>	<NA>	1	12.5	<NA>	4	<NA>	1	<NA>	조아 종합건축사사무소	건축사사무소 대호	(주)뉴동아건설
9	신축	2022-건축과-신축허가-30	부산광역시 부산진구 개금동 467-11 외1필지	대	229.2	114.03	335.79	<NA>	49.75	146.51	철근콘크리트구조	<NA>	2022-04-18	<NA>	2022-06-14	2022-06-15	<NA>	<NA>	2022-03-30	3	0	9.0	1	<NA>	<NA>	부패탱크방법	<NA>	창고시설	제2종 근린생활시설(사무소)	제3종일반주거지역	<NA>	상대보호구역	<NA>	1	<NA>	<NA>	<NA>	1	12.5	<NA>	<NA>	<NA>	1	<NA>	수오재 건축사사무소	밀리건축사사무소	푸름담벼락종합건설 주식회사

	건축구분	허가번호	대지위치	지목	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	증축연면적(제곱미터)	건폐율(백분율)	용적률(백분율)	구조	취소구분	허가일	최종설계변경일	착공처리일	착공예정일	실제착공일	사용승인일	건축허가최초접수일	최대지상층수	최대지하층수	최고높이(미터)	동수	승강기합	비상승강기합	하수처리시설명	하수처리시설용량(제곱미터)	주용도	부속용도	용도지역	용도지구	용도구역	자주식옥내주차장(대)	자주식옥외주차장(대)	기계식옥내주차장(대)	기계식옥외주차장(대)	인근자주식주차장(대)	총주차대수	총주차장면적(제곱미터)	세대수	호수	가구수	주건축물수	부속건축물수	설계사무소명	감리사무소명	시공자사무소명
198	증축	2021-건축과-증축신고-4	부산광역시 부산진구 부전동 168-459	대	200.1	160.04	1300.19	64.9	79.98	584.84	철근콘크리트구조	<NA>	2021-04-14	<NA>	2021-04-16	2021-04-19	2021-04-16	2021-05-12	2021-04-08	9	1	36.05	1	1	<NA>	하수종말처리장연결	66.16	제2종근린생활시설	일반음식점	일반상업지역	방화지구	<NA>	<NA>	<NA>	8	<NA>	<NA>	8	98.87	<NA>	<NA>	<NA>	1	<NA>	우목엔지니어링건축사사무소	우목엔지니어링건축사사무소	주식회사우목산업개발
199	증축	2021-건축과-증축신고-3	부산광역시 부산진구 부전동 198-3	대	330.6	261.6	662.03	59.97	79.13	200.25	경량철골구조	<NA>	2021-03-24	<NA>	2021-05-17	2021-05-18	2021-05-17	2021-08-25	2021-03-16	4	<NA>	18.5	1	1	<NA>	하수종말처리장연결	31.09	제2종근린생활시설	일반음식점	일반상업지역	방화지구	<NA>	4	<NA>	<NA>	<NA>	<NA>	4	46.0	<NA>	<NA>	<NA>	1	<NA>	건축사사무소 이림	<NA>	<NA>
200	증축	2021-건축과-증축신고-2	부산광역시 부산진구 전포동 687-8	대	124.3	76.29	199.42	51.7	61.38	160.43	벽돌구조	<NA>	2021-03-11	<NA>	2021-04-13	2021-04-14	<NA>	2021-06-08	2021-03-04	3	<NA>	11.13	1	0	<NA>	하수종말처리장연결	6.34	제2종근린생활시설	제2종근린생활시설(일반음식점,사무소) 및 제1종근린생활시설	일반상업지역	방화지구	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	조아 종합건축사사무소	<NA>	<NA>
201	개축	2021-건축과-공용건축물-4	부산광역시 부산진구 양정동 503-15	대	117.4	57.84	49.58	<NA>	49.2675	42.2317	철근콘크리트구조	<NA>	2021-03-11	<NA>	2021-08-18	2021-08-16	<NA>	<NA>	2021-02-22	1	<NA>	5.0	1	<NA>	<NA>	부패탱크방법	<NA>	제1종근린생활시설	마을회관	제3종일반주거지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	건축사사무소 이가	이룸건축사사무소	(주)일성엔지니어링
202	용도변경	2021-건축과-용도변경신고-9	부산광역시 부산진구 양정동 162-5 외1필지	대	280.0	131.46	810.06	<NA>	46.95	289.31	철근콘크리트구조	<NA>	2021-02-18	<NA>	2021-03-11	2021-03-10	<NA>	<NA>	2021-01-26	7	<NA>	20.5	1	1	<NA>	부패탱크방법	14.69	공동주택	<NA>	준주거지역	<NA>	제1종지구단위계획구역	4	2	<NA>	<NA>	<NA>	6	69.0	15	3	<NA>	1	<NA>	건축사사무소 진성	<NA>	<NA>
203	신축	2021-건축과-신축신고-3	부산광역시 부산진구 부전동 560-14	대	27.0	21.36	42.72	<NA>	79.11	158.22	철근콘크리트구조	<NA>	2021-02-16	2021-04-26	2021-03-09	2021-03-08	2021-03-09	2021-06-11	2021-02-03	3	0	8.5	1	<NA>	<NA>	하수종말처리장연결	<NA>	제1종근린생활시설	<NA>	일반상업지역	방화지구	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	미상건축사사무소	<NA>	<NA>
204	증축	2021-건축과-증축신고-1	부산광역시 부산진구 전포동 355-4 외1필지	대	141.7	65.94	195.13	61.84	46.54	137.71	철근콘크리트구조	<NA>	2021-02-08	<NA>	2021-02-15	2021-02-15	<NA>	2021-03-11	2021-02-01	3	<NA>	11.55	1	<NA>	<NA>	하수종말처리장연결	7.88	제2종근린생활시설	(일반음식점,사무소) 및 제1종 근린생활시설(휴게음식점)	제3종일반주거지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	<NA>	1	<NA>	조아 종합건축사사무소	<NA>	진공종합건설(주)
205	대수선	2021-건축과-대수선신고-1	부산광역시 부산진구 당감동 292-46	대	142.0	47.95	47.95	<NA>	33.77	33.77	블록구조	<NA>	2021-01-22	<NA>	2021-02-18	2021-02-16	<NA>	2021-03-25	2020-12-28	1	<NA>	3.8	1	0	<NA>	부패탱크방법	<NA>	단독주택	<NA>	가로구역별최고높이제한지역	<NA>	상대보호구역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	건축사사무소 대호	<NA>	<NA>
206	신축	2021-건축과-신축신고-2	부산광역시 부산진구 전포동 356-39	대	31.23	20.8	62.4	<NA>	66.6026	199.8079	철근콘크리트구조	<NA>	2021-01-07	<NA>	2021-03-05	2021-03-03	<NA>	2021-07-23	2020-12-29	4	0	11.25	1	<NA>	<NA>	하수종말처리장연결	2.184	제1종근린생활시설	휴게음식점	가로구역별최고높이제한지역	방화지구	상대보호구역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	이한건축사사무소	<NA>	<NA>
207	신축	2021-건축과-신축신고-1	부산광역시 부산진구 가야동 125-23	대	111.0	40.22	33.76	<NA>	36.2342	30.4144	강파이프구조	<NA>	2021-01-05	<NA>	2021-01-18	2021-01-19	<NA>	2021-07-08	2020-12-17	1	0	5.566	1	<NA>	<NA>	하수종말처리장연결	<NA>	단독주택	<NA>	제3종일반주거지역	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	1	<NA>	김정화건축사사무소	<NA>	<NA>

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Other Punctuation

Open Punctuation

Close Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length