gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	6530
Missing cells	4776
Missing cells (%)	4.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	854.6 KiB
Average record size in memory	134.0 B

Variable types

Numeric	6
Text	6
DateTime	3
Categorical	1

Dataset

Description	서울특별시 중랑구 관내의 건설현장시공정보입니다. 건설현장의 대지위치, 허가일, 착공처리일, 착공예정일, 주용도, 설계사무소명 등을 제공합니다. 참고해주시기 바랍니다.
Author	서울특별시 중랑구
URL	https://www.data.go.kr/data/15035713/fileData.do

Alerts

`대지면적(제곱미터)` is highly overall correlated with `건축면적(제곱미터)` and 2 other fields	High correlation
`건축면적(제곱미터)` is highly overall correlated with `대지면적(제곱미터)` and 1 other fields	High correlation
`연면적(제곱미터)` is highly overall correlated with `대지면적(제곱미터)` and 2 other fields	High correlation
`최대지상층수` is highly overall correlated with `연면적(제곱미터)`	High correlation
`주용도` is highly overall correlated with `대지면적(제곱미터)`	High correlation
`주용도` is highly imbalanced (60.0%)	Imbalance
`착공예정일` has 237 (3.6%) missing values	Missing
`실제착공일` has 487 (7.5%) missing values	Missing
`사용승인일` has 264 (4.0%) missing values	Missing
`최대지하층수` has 651 (10.0%) missing values	Missing
`감리사무소명` has 119 (1.8%) missing values	Missing
`시공자사무소명` has 3002 (46.0%) missing values	Missing
`대지면적(제곱미터)` is highly skewed (γ1 = 51.80382537)	Skewed
`건축면적(제곱미터)` is highly skewed (γ1 = 20.19862798)	Skewed
`연면적(제곱미터)` is highly skewed (γ1 = 29.26174223)	Skewed
`연번` has unique values	Unique
`최대지하층수` has 4555 (69.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 01:29:09.835252
Analysis finished	2023-12-12 01:29:16.931363
Duration	7.1 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

UNIQUE

Distinct	6530
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3265.5

Minimum	1
Maximum	6530
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	327.45
Q1	1633.25
median	3265.5
Q3	4897.75
95-th percentile	6203.55
Maximum	6530
Range	6529
Interquartile range (IQR)	3264.5

Descriptive statistics

Standard deviation	1885.193
Coefficient of variation (CV)	0.57730607
Kurtosis	-1.2
Mean	3265.5
Median Absolute Deviation (MAD)	1632.5
Skewness	0
Sum	21323715
Variance	3553952.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
4351	1	< 0.1%
4361	1	< 0.1%
4360	1	< 0.1%
4359	1	< 0.1%
4358	1	< 0.1%
4357	1	< 0.1%
4356	1	< 0.1%
4355	1	< 0.1%
4354	1	< 0.1%
Other values (6520)	6520	99.8%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
6530	1	< 0.1%
6529	1	< 0.1%
6528	1	< 0.1%
6527	1	< 0.1%
6526	1	< 0.1%
6525	1	< 0.1%
6524	1	< 0.1%
6523	1	< 0.1%
6522	1	< 0.1%
6521	1	< 0.1%

대지위치
Text

Distinct	6456
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Memory size	51.1 KiB

Length

Max length	41
Median length	38
Mean length	20.98974
Min length	14

Characters and Unicode

Total characters	137063
Distinct characters	72
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	6382 ?
Unique (%)	97.7%

Sample

1st row	서울특별시 중랑구 중화동 318-85
2nd row	서울특별시 중랑구 망우동 403-37
3rd row	서울특별시 중랑구 묵동 153-17
4th row	서울특별시 중랑구 면목동 185-49
5th row	서울특별시 중랑구 묵동 4

Value	Count	Frequency (%)
중랑구	6532	23.2%
서울특별시	6530	23.2%
면목동	2273	8.1%
외1필지	1335	4.7%
묵동	1098	3.9%
망우동	1051	3.7%
중화동	871	3.1%
상봉동	859	3.1%
신내동	378	1.3%
외2필지	343	1.2%
Other values (6125)	6840	24.3%

Most occurring characters

Value	Count	Frequency (%)
	21582	15.7%
중	7403	5.4%
1	7249	5.3%
구	6597	4.8%
서	6557	4.8%
울	6557	4.8%
랑	6532	4.8%
동	6531	4.8%
특	6530	4.8%
별	6530	4.8%
Other values (62)	54995	40.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	77034	56.2%
Decimal Number	32091	23.4%
Space Separator	21582	15.7%
Dash Punctuation	6347	4.6%
Uppercase Letter	3	< 0.1%
Lowercase Letter	2	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
중	7403	9.6%
구	6597	8.6%
서	6557	8.5%
울	6557	8.5%
랑	6532	8.5%
동	6531	8.5%
특	6530	8.5%
별	6530	8.5%
시	6530	8.5%
면	2273	3.0%
Other values (45)	14994	19.5%

Decimal Number

Value	Count	Frequency (%)
1	7249	22.6%
2	4765	14.8%
3	3989	12.4%
4	3375	10.5%
5	2598	8.1%
6	2280	7.1%
0	2052	6.4%
7	2032	6.3%
9	1880	5.9%
8	1871	5.8%

Uppercase Letter

Value	Count	Frequency (%)
B	2	66.7%
H	1	33.3%

Space Separator

Value	Count	Frequency (%)
	21582	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6347	100.0%

Lowercase Letter

Value	Count	Frequency (%)
c	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	77034	56.2%
Common	60024	43.8%
Latin	5	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
중	7403	9.6%
구	6597	8.6%
서	6557	8.5%
울	6557	8.5%
랑	6532	8.5%
동	6531	8.5%
특	6530	8.5%
별	6530	8.5%
시	6530	8.5%
면	2273	3.0%
Other values (45)	14994	19.5%

Common

Value	Count	Frequency (%)
	21582	36.0%
1	7249	12.1%
-	6347	10.6%
2	4765	7.9%
3	3989	6.6%
4	3375	5.6%
5	2598	4.3%
6	2280	3.8%
0	2052	3.4%
7	2032	3.4%
Other values (4)	3755	6.3%

Latin

Value	Count	Frequency (%)
c	2	40.0%
B	2	40.0%
H	1	20.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	77034	56.2%
ASCII	60029	43.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	21582	36.0%
1	7249	12.1%
-	6347	10.6%
2	4765	7.9%
3	3989	6.6%
4	3375	5.6%
5	2598	4.3%
6	2280	3.8%
0	2052	3.4%
7	2032	3.4%
Other values (7)	3760	6.3%

Hangul

Value	Count	Frequency (%)
중	7403	9.6%
구	6597	8.6%
서	6557	8.5%
울	6557	8.5%
랑	6532	8.5%
동	6531	8.5%
특	6530	8.5%
별	6530	8.5%
시	6530	8.5%
면	2273	3.0%
Other values (45)	14994	19.5%

대지면적(제곱미터)
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	3569
Distinct (%)	54.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	311.95088

Minimum	58
Maximum	80349.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	58
5-th percentile	106.4
Q1	145.1
median	217
Q3	309
95-th percentile	699
Maximum	80349.7
Range	80291.7
Interquartile range (IQR)	163.9

Descriptive statistics

Standard deviation	1218.2008
Coefficient of variation (CV)	3.9051045
Kurtosis	3139.5919
Mean	311.95088
Median Absolute Deviation (MAD)	77.5
Skewness	51.803825
Sum	2036727.3
Variance	1484013.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
330.0	123	1.9%
165.3	19	0.3%
116.0	19	0.3%
247.0	18	0.3%
126.0	18	0.3%
300.0	16	0.2%
119.0	16	0.2%
264.0	16	0.2%
132.0	15	0.2%
329.0	15	0.2%
Other values (3559)	6254	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
58.0	1	< 0.1%
60.55	1	< 0.1%
61.9	1	< 0.1%
64.12	1	< 0.1%
64.4	1	< 0.1%
65.27	1	< 0.1%
66.85	1	< 0.1%
67.5	1	< 0.1%
68.24	1	< 0.1%
71.1	1	< 0.1%

Value	Count	Frequency (%)
80349.7	1	< 0.1%
45028.0	1	< 0.1%
15924.5	1	< 0.1%
12185.57	1	< 0.1%
10357.0	1	< 0.1%
7710.0	1	< 0.1%
7609.33	1	< 0.1%
6998.2	1	< 0.1%
5993.1	1	< 0.1%
5799.7	1	< 0.1%

건축면적(제곱미터)
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5354
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.23673

Minimum	30.24
Maximum	9443.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	30.24
5-th percentile	61.4745
Q1	84.4875
median	124.61
Q3	168.4275
95-th percentile	348.233
Maximum	9443.76
Range	9413.52
Interquartile range (IQR)	83.94

Descriptive statistics

Standard deviation	228.32005
Coefficient of variation (CV)	1.4520783
Kurtosis	620.7151
Mean	157.23673
Median Absolute Deviation (MAD)	41.44
Skewness	20.198628
Sum	1026755.9
Variance	52130.045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81.0	5	0.1%
64.5	5	0.1%
73.92	5	0.1%
99.0	5	0.1%
82.8	5	0.1%
92.4	5	0.1%
71.1	5	0.1%
74.26	5	0.1%
82.68	5	0.1%
125.58	4	0.1%
Other values (5344)	6481	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.24	1	< 0.1%
34.75	1	< 0.1%
34.77	1	< 0.1%
35.72	1	< 0.1%
36.12	1	< 0.1%
36.42	1	< 0.1%
37.8	1	< 0.1%
38.6	1	< 0.1%
38.89	1	< 0.1%
39.59	1	< 0.1%

Value	Count	Frequency (%)
9443.76	1	< 0.1%
6209.83	1	< 0.1%
5562.37	1	< 0.1%
5529.72	1	< 0.1%
3677.94	1	< 0.1%
3588.0	1	< 0.1%
3404.25	1	< 0.1%
2777.88	1	< 0.1%
2388.57	1	< 0.1%
2309.66	1	< 0.1%

연면적(제곱미터)
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	6087
Distinct (%)	93.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	674.46502

Minimum	60.9
Maximum	99871.25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	60.9
5-th percentile	175.344
Q1	262.41
median	418.83
Q3	618.27
95-th percentile	1732.03
Maximum	99871.25
Range	99810.35
Interquartile range (IQR)	355.86

Descriptive statistics

Standard deviation	2092.4432
Coefficient of variation (CV)	3.1023748
Kurtosis	1182.8017
Mean	674.46502
Median Absolute Deviation (MAD)	173.09
Skewness	29.261742
Sum	4403582.1
Variance	4378318.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
659.98	6	0.1%
659.88	5	0.1%
659.55	5	0.1%
659.26	5	0.1%
659.85	5	0.1%
659.57	4	0.1%
659.97	4	0.1%
659.78	4	0.1%
659.76	4	0.1%
659.8	4	0.1%
Other values (6077)	6483	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60.9	1	< 0.1%
61.0	2	< 0.1%
65.61	1	< 0.1%
75.6	1	< 0.1%
77.34	1	< 0.1%
87.85	1	< 0.1%
88.83	1	< 0.1%
97.87	1	< 0.1%
98.23	1	< 0.1%
99.16	1	< 0.1%

Value	Count	Frequency (%)
99871.25	1	< 0.1%
83043.47	1	< 0.1%
37895.52	1	< 0.1%
31182.2176	1	< 0.1%
29117.67	1	< 0.1%
24370.92	1	< 0.1%
23824.618	1	< 0.1%
23243.7166	1	< 0.1%
22688.39	1	< 0.1%
19109.22	1	< 0.1%

허가일
Date

Distinct	3232
Distinct (%)	49.5%
Missing	0
Missing (%)	0.0%
Memory size	51.1 KiB

Minimum	1990-02-28 00:00:00
Maximum	2022-11-25 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

착공처리일
Text

Distinct	3356
Distinct (%)	51.4%
Missing	0
Missing (%)	0.0%
Memory size	51.1 KiB

Length

Max length	10
Median length	10
Mean length	9.9998469
Min length	9

Characters and Unicode

Total characters	65299
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	1752 ?
Unique (%)	26.8%

Sample

1st row	1990-05-01
2nd row	1994-03-19
3rd row	1993-09-05
4th row	1996-04-22
5th row	1996-08-22

Value	Count	Frequency (%)
2003-06-30	45	0.7%
2003-07-01	35	0.5%
2003-06-27	23	0.4%
2009-07-21	15	0.2%
2003-06-28	15	0.2%
2017-02-01	14	0.2%
2003-07-02	11	0.2%
2002-08-28	11	0.2%
2017-04-14	11	0.2%
2012-09-03	11	0.2%
Other values (3346)	6339	97.1%

Most occurring characters

Value	Count	Frequency (%)
0	17838	27.3%
-	13060	20.0%
2	11876	18.2%
1	9093	13.9%
3	2578	3.9%
8	1883	2.9%
6	1861	2.8%
4	1860	2.8%
7	1826	2.8%
5	1774	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52239	80.0%
Dash Punctuation	13060	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17838	34.1%
2	11876	22.7%
1	9093	17.4%
3	2578	4.9%
8	1883	3.6%
6	1861	3.6%
4	1860	3.6%
7	1826	3.5%
5	1774	3.4%
9	1650	3.2%

Dash Punctuation

Value	Count	Frequency (%)
-	13060	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	65299	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17838	27.3%
-	13060	20.0%
2	11876	18.2%
1	9093	13.9%
3	2578	3.9%
8	1883	2.9%
6	1861	2.8%
4	1860	2.8%
7	1826	2.8%
5	1774	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65299	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17838	27.3%
-	13060	20.0%
2	11876	18.2%
1	9093	13.9%
3	2578	3.9%
8	1883	2.9%
6	1861	2.8%
4	1860	2.8%
7	1826	2.8%
5	1774	2.7%

착공예정일
Text

MISSING

Distinct	3473
Distinct (%)	55.2%
Missing	237
Missing (%)	3.6%
Memory size	51.1 KiB

Length

Max length	10
Median length	10
Mean length	9.9809312
Min length	6

Characters and Unicode

Total characters	62810
Distinct characters	12
Distinct categories	3 ?
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	1923 ?
Unique (%)	30.6%

Sample

1st row	1990-05-01
2nd row	1994-03-20
3rd row	1993-09-06
4th row	1996-05-03
5th row	1996-09-13

Value	Count	Frequency (%)
2003-06-30	68	1.1%
2017-02-03	19	0.3%
2003-06-28	18	0.3%
2003-07-05	14	0.2%
2009-07-21	13	0.2%
2017-04-17	10	0.2%
2016-03-07	9	0.1%
2015-08-06	8	0.1%
2016-12-30	8	0.1%
2018-03-05	8	0.1%
Other values (3463)	6120	97.2%

Most occurring characters

Value	Count	Frequency (%)
0	17273	27.5%
-	12586	20.0%
2	11173	17.8%
1	8818	14.0%
3	2555	4.1%
5	1879	3.0%
6	1804	2.9%
8	1783	2.8%
4	1746	2.8%
7	1719	2.7%
Other values (2)	1474	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50222	80.0%
Dash Punctuation	12586	20.0%
Space Separator	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17273	34.4%
2	11173	22.2%
1	8818	17.6%
3	2555	5.1%
5	1879	3.7%
6	1804	3.6%
8	1783	3.6%
4	1746	3.5%
7	1719	3.4%
9	1472	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	12586	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62810	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17273	27.5%
-	12586	20.0%
2	11173	17.8%
1	8818	14.0%
3	2555	4.1%
5	1879	3.0%
6	1804	2.9%
8	1783	2.8%
4	1746	2.8%
7	1719	2.7%
Other values (2)	1474	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62810	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17273	27.5%
-	12586	20.0%
2	11173	17.8%
1	8818	14.0%
3	2555	4.1%
5	1879	3.0%
6	1804	2.9%
8	1783	2.8%
4	1746	2.8%
7	1719	2.7%
Other values (2)	1474	2.3%

실제착공일
Date

MISSING

Distinct	3422
Distinct (%)	56.6%
Missing	487
Missing (%)	7.5%
Memory size	51.1 KiB

Minimum	1993-09-06 00:00:00
Maximum	2022-08-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

사용승인일
Date

MISSING

Distinct	3402
Distinct (%)	54.3%
Missing	264
Missing (%)	4.0%
Memory size	51.1 KiB

Minimum	1998-03-19 00:00:00
Maximum	2023-01-20 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

최대지상층수
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	0.3%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.7753102

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	5
95-th percentile	8
Maximum	20
Range	19
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.873994
Coefficient of variation (CV)	0.39243399
Kurtosis	11.742574
Mean	4.7753102
Median Absolute Deviation (MAD)	1
Skewness	2.1362232
Sum	31178
Variance	3.5118536
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
5	2132	32.6%
4	1580	24.2%
6	951	14.6%
3	827	12.7%
7	276	4.2%
2	270	4.1%
1	157	2.4%
8	145	2.2%
9	57	0.9%
10	42	0.6%
Other values (10)	92	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	157	2.4%
2	270	4.1%
3	827	12.7%
4	1580	24.2%
5	2132	32.6%
6	951	14.6%
7	276	4.2%
8	145	2.2%
9	57	0.9%
10	42	0.6%

Value	Count	Frequency (%)
20	5	0.1%
19	4	0.1%
18	3	< 0.1%
17	5	0.1%
16	4	0.1%
15	15	0.2%
14	8	0.1%
13	11	0.2%
12	23	0.4%
11	14	0.2%

최대지하층수
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	0.1%
Missing	651
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.25922776

Minimum	0
Maximum	7
Zeros	4555
Zeros (%)	69.8%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	0.54297094
Coefficient of variation (CV)	2.094571
Kurtosis	17.614553
Mean	0.25922776
Median Absolute Deviation (MAD)	0
Skewness	3.07662
Sum	1524
Variance	0.29481744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	4555	69.8%
1	1185	18.1%
2	103	1.6%
3	20	0.3%
4	12	0.2%
7	2	< 0.1%
6	1	< 0.1%
5	1	< 0.1%
(Missing)	651	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4555	69.8%
1	1185	18.1%
2	103	1.6%
3	20	0.3%
4	12	0.2%
5	1	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
6	1	< 0.1%
5	1	< 0.1%
4	12	0.2%
3	20	0.3%
2	103	1.6%
1	1185	18.1%
0	4555	69.8%

주용도
Categorical

HIGH CORRELATION IMBALANCE

Distinct	25
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	51.1 KiB

공동주택	3162
단독주택	2268
제2종근린생활시설	577
제1종근린생활시설	237
업무시설	96
Other values (20)	190

Length

Max length	10
Median length	4
Mean length	4.6597243
Min length	2

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
공동주택	3162	48.4%
단독주택	2268	34.7%
제2종근린생활시설	577	8.8%
제1종근린생활시설	237	3.6%
업무시설	96	1.5%
노유자시설	43	0.7%
종교시설	31	0.5%
창고시설	29	0.4%
동.식물관련시설	20	0.3%
자동차관련시설	12	0.2%
Other values (15)	55	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
공동주택	3162	48.4%
단독주택	2268	34.7%
제2종근린생활시설	577	8.8%
제1종근린생활시설	237	3.6%
업무시설	96	1.5%
노유자시설	43	0.7%
종교시설	31	0.5%
창고시설	29	0.4%
동.식물관련시설	20	0.3%
자동차관련시설	12	0.2%
Other values (15)	55	0.8%

설계사무소명
Text

Distinct	1519
Distinct (%)	23.3%
Missing	13
Missing (%)	0.2%
Memory size	51.1 KiB

Length

Max length	38
Median length	24
Mean length	9.8241522
Min length	2

Characters and Unicode

Total characters	64024
Distinct characters	405
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	937 ?
Unique (%)	14.4%

Sample

1st row	지원건축사사무소
2nd row	세진건축사사무소
3rd row	박기정건축사사무소
4th row	(주)박기정종합건축사사무소
5th row	신우건축사사무소

Value	Count	Frequency (%)
건축사사무소	1155	13.5%
사무소	354	4.1%
동남건축사사무소	270	3.2%
건축사	255	3.0%
박노철건축사무소	251	2.9%
서림	211	2.5%
우리건축사사무소	155	1.8%
박노철건축사사무소	133	1.6%
믿음직한건축사사무소	113	1.3%
씨밀레건축사사무소	105	1.2%
Other values (1471)	5550	64.9%

Most occurring characters

Value	Count	Frequency (%)
사	12532	19.6%
건	6898	10.8%
축	6803	10.6%
소	6382	10.0%
무	6368	9.9%
	2054	3.2%
주	1436	2.2%
)	1303	2.0%
(	1289	2.0%
이	874	1.4%
Other values (395)	18085	28.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	58951	92.1%
Space Separator	2054	3.2%
Close Punctuation	1304	2.0%
Open Punctuation	1290	2.0%
Uppercase Letter	202	0.3%
Other Punctuation	95	0.1%
Decimal Number	71	0.1%
Lowercase Letter	54	0.1%
Dash Punctuation	2	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	12532	21.3%
건	6898	11.7%
축	6803	11.5%
소	6382	10.8%
무	6368	10.8%
주	1436	2.4%
이	874	1.5%
합	810	1.4%
종	809	1.4%
박	658	1.1%
Other values (345)	15381	26.1%

Uppercase Letter

Value	Count	Frequency (%)
A	27	13.4%
G	23	11.4%
C	21	10.4%
S	15	7.4%
M	14	6.9%
N	13	6.4%
I	11	5.4%
H	11	5.4%
E	10	5.0%
O	9	4.5%
Other values (13)	48	23.8%

Lowercase Letter

Value	Count	Frequency (%)
a	19	35.2%
i	11	20.4%
c	5	9.3%
t	4	7.4%
m	3	5.6%
h	3	5.6%
e	3	5.6%
r	2	3.7%
s	2	3.7%
n	1	1.9%

Decimal Number

Value	Count	Frequency (%)
2	33	46.5%
1	33	46.5%
3	2	2.8%
6	1	1.4%
5	1	1.4%
9	1	1.4%

Other Punctuation

Value	Count	Frequency (%)
.	62	65.3%
&	27	28.4%
,	6	6.3%

Close Punctuation

Value	Count	Frequency (%)
)	1303	99.9%
]	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1289	99.9%
[	1	0.1%

Space Separator

Value	Count	Frequency (%)
	2054	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	58951	92.1%
Common	4817	7.5%
Latin	256	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	12532	21.3%
건	6898	11.7%
축	6803	11.5%
소	6382	10.8%
무	6368	10.8%
주	1436	2.4%
이	874	1.5%
합	810	1.4%
종	809	1.4%
박	658	1.1%
Other values (345)	15381	26.1%

Latin

Value	Count	Frequency (%)
A	27	10.5%
G	23	9.0%
C	21	8.2%
a	19	7.4%
S	15	5.9%
M	14	5.5%
N	13	5.1%
I	11	4.3%
i	11	4.3%
H	11	4.3%
Other values (24)	91	35.5%

Common

Value	Count	Frequency (%)
	2054	42.6%
)	1303	27.1%
(	1289	26.8%
.	62	1.3%
2	33	0.7%
1	33	0.7%
&	27	0.6%
,	6	0.1%
3	2	< 0.1%
-	2	< 0.1%
Other values (6)	6	0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	58951	92.1%
ASCII	5073	7.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	12532	21.3%
건	6898	11.7%
축	6803	11.5%
소	6382	10.8%
무	6368	10.8%
주	1436	2.4%
이	874	1.5%
합	810	1.4%
종	809	1.4%
박	658	1.1%
Other values (345)	15381	26.1%

ASCII

Value	Count	Frequency (%)
	2054	40.5%
)	1303	25.7%
(	1289	25.4%
.	62	1.2%
2	33	0.7%
1	33	0.7%
&	27	0.5%
A	27	0.5%
G	23	0.5%
C	21	0.4%
Other values (40)	201	4.0%

감리사무소명
Text

MISSING

Distinct	1703
Distinct (%)	26.6%
Missing	119
Missing (%)	1.8%
Memory size	51.1 KiB

Length

Max length	38
Median length	22
Mean length	9.9085946
Min length	2

Characters and Unicode

Total characters	63524
Distinct characters	411
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1043 ?
Unique (%)	16.3%

Sample

1st row	진영건축사사무소
2nd row	박노철 건축사사무소
3rd row	(주)박기정종합건축사사무소
4th row	신우건축사사무소
5th row	백건축사무소

Value	Count	Frequency (%)
건축사사무소	1167	13.8%
사무소	327	3.9%
건축사	229	2.7%
동남건축사사무소	223	2.6%
박노철건축사무소	221	2.6%
서림	149	1.8%
박노철건축사사무소	130	1.5%
우리건축사사무소	114	1.4%
박노철건축사	99	1.2%
믿음직한건축사사무소	97	1.2%
Other values (1665)	5673	67.3%

Most occurring characters

Value	Count	Frequency (%)
사	12339	19.4%
건	6799	10.7%
축	6697	10.5%
소	6270	9.9%
무	6255	9.8%
	2032	3.2%
주	1455	2.3%
)	1313	2.1%
(	1291	2.0%
이	856	1.3%
Other values (401)	18217	28.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	58421	92.0%
Space Separator	2032	3.2%
Close Punctuation	1313	2.1%
Open Punctuation	1291	2.0%
Uppercase Letter	228	0.4%
Other Punctuation	106	0.2%
Lowercase Letter	65	0.1%
Decimal Number	61	0.1%
Dash Punctuation	3	< 0.1%
Math Symbol	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
사	12339	21.1%
건	6799	11.6%
축	6697	11.5%
소	6270	10.7%
무	6255	10.7%
주	1455	2.5%
이	856	1.5%
종	827	1.4%
합	826	1.4%
박	602	1.0%
Other values (347)	15495	26.5%

Uppercase Letter

Value	Count	Frequency (%)
A	35	15.4%
C	24	10.5%
G	18	7.9%
S	16	7.0%
D	14	6.1%
M	14	6.1%
H	13	5.7%
J	13	5.7%
O	12	5.3%
N	11	4.8%
Other values (12)	58	25.4%

Lowercase Letter

Value	Count	Frequency (%)
a	13	20.0%
i	7	10.8%
s	7	10.8%
c	6	9.2%
u	6	9.2%
l	5	7.7%
p	5	7.7%
t	4	6.2%
h	3	4.6%
e	3	4.6%
Other values (5)	6	9.2%

Decimal Number

Value	Count	Frequency (%)
2	27	44.3%
1	26	42.6%
3	2	3.3%
5	2	3.3%
7	2	3.3%
4	1	1.6%
6	1	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	61	57.5%
&	31	29.2%
,	11	10.4%
/	3	2.8%

Space Separator

Value	Count	Frequency (%)
	2032	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1313	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1291	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Math Symbol

Value	Count	Frequency (%)
+	3	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	58422	92.0%
Common	4809	7.6%
Latin	293	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
사	12339	21.1%
건	6799	11.6%
축	6697	11.5%
소	6270	10.7%
무	6255	10.7%
주	1455	2.5%
이	856	1.5%
종	827	1.4%
합	826	1.4%
박	602	1.0%
Other values (348)	15496	26.5%

Latin

Value	Count	Frequency (%)
A	35	11.9%
C	24	8.2%
G	18	6.1%
S	16	5.5%
D	14	4.8%
M	14	4.8%
H	13	4.4%
a	13	4.4%
J	13	4.4%
O	12	4.1%
Other values (27)	121	41.3%

Common

Value	Count	Frequency (%)
	2032	42.3%
)	1313	27.3%
(	1291	26.8%
.	61	1.3%
&	31	0.6%
2	27	0.6%
1	26	0.5%
,	11	0.2%
-	3	0.1%
+	3	0.1%
Other values (6)	11	0.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	58421	92.0%
ASCII	5102	8.0%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
사	12339	21.1%
건	6799	11.6%
축	6697	11.5%
소	6270	10.7%
무	6255	10.7%
주	1455	2.5%
이	856	1.5%
종	827	1.4%
합	826	1.4%
박	602	1.0%
Other values (347)	15495	26.5%

ASCII

Value	Count	Frequency (%)
	2032	39.8%
)	1313	25.7%
(	1291	25.3%
.	61	1.2%
A	35	0.7%
&	31	0.6%
2	27	0.5%
1	26	0.5%
C	24	0.5%
G	18	0.4%
Other values (43)	244	4.8%

None

Value	Count	Frequency (%)
㈜	1	100.0%

시공자사무소명
Text

MISSING

Distinct	1587
Distinct (%)	45.0%
Missing	3002
Missing (%)	46.0%
Memory size	51.1 KiB

Length

Max length	18
Median length	17
Mean length	8.4914966
Min length	2

Characters and Unicode

Total characters	29958
Distinct characters	363
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	1043 ?
Unique (%)	29.6%

Sample

1st row	일조종합건설(주)
2nd row	석재종합주식회사
3rd row	신예건설주식회사
4th row	(주)도시환경종합건설
5th row	금성건설(주)

Value	Count	Frequency (%)
주식회사	211	5.5%
직영	113	3.0%
주)우형종합건설	34	0.9%
주)현성종합건설	32	0.8%
주	29	0.8%
주)양지산업	28	0.7%
주)한울에이앤디종합건설	24	0.6%
주)서우림종합건설	21	0.6%
건축주직영	21	0.6%
주)도은이앤씨	18	0.5%
Other values (1547)	3284	86.1%

Most occurring characters

Value	Count	Frequency (%)
주	3370	11.2%
건	2706	9.0%
)	2621	8.7%
(	2596	8.7%
설	2530	8.4%
종	1761	5.9%
합	1716	5.7%
사	626	2.1%
식	598	2.0%
회	597	2.0%
Other values (353)	10837	36.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	24366	81.3%
Close Punctuation	2622	8.8%
Open Punctuation	2596	8.7%
Space Separator	302	1.0%
Decimal Number	33	0.1%
Uppercase Letter	19	0.1%
Other Punctuation	12	< 0.1%
Other Symbol	7	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
주	3370	13.8%
건	2706	11.1%
설	2530	10.4%
종	1761	7.2%
합	1716	7.0%
사	626	2.6%
식	598	2.5%
회	597	2.5%
이	577	2.4%
씨	356	1.5%
Other values (328)	9529	39.1%

Uppercase Letter

Value	Count	Frequency (%)
C	4	21.1%
N	2	10.5%
H	2	10.5%
P	2	10.5%
Y	2	10.5%
B	2	10.5%
E	2	10.5%
I	1	5.3%
L	1	5.3%
A	1	5.3%

Decimal Number

Value	Count	Frequency (%)
1	13	39.4%
2	13	39.4%
0	4	12.1%
9	1	3.0%
5	1	3.0%
3	1	3.0%

Other Punctuation

Value	Count	Frequency (%)
/	7	58.3%
.	3	25.0%
&	2	16.7%

Close Punctuation

Value	Count	Frequency (%)
)	2621	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	2596	100.0%

Space Separator

Value	Count	Frequency (%)
	302	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	24373	81.4%
Common	5566	18.6%
Latin	19	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
주	3370	13.8%
건	2706	11.1%
설	2530	10.4%
종	1761	7.2%
합	1716	7.0%
사	626	2.6%
식	598	2.5%
회	597	2.4%
이	577	2.4%
씨	356	1.5%
Other values (329)	9536	39.1%

Common

Value	Count	Frequency (%)
)	2621	47.1%
(	2596	46.6%
	302	5.4%
1	13	0.2%
2	13	0.2%
/	7	0.1%
0	4	0.1%
.	3	0.1%
&	2	< 0.1%
9	1	< 0.1%
Other values (4)	4	0.1%

Latin

Value	Count	Frequency (%)
C	4	21.1%
N	2	10.5%
H	2	10.5%
P	2	10.5%
Y	2	10.5%
B	2	10.5%
E	2	10.5%
I	1	5.3%
L	1	5.3%
A	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	24366	81.3%
ASCII	5585	18.6%
None	7	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
주	3370	13.8%
건	2706	11.1%
설	2530	10.4%
종	1761	7.2%
합	1716	7.0%
사	626	2.6%
식	598	2.5%
회	597	2.5%
이	577	2.4%
씨	356	1.5%
Other values (328)	9529	39.1%

ASCII

Value	Count	Frequency (%)
)	2621	46.9%
(	2596	46.5%
	302	5.4%
1	13	0.2%
2	13	0.2%
/	7	0.1%
C	4	0.1%
0	4	0.1%
.	3	0.1%
N	2	< 0.1%
Other values (14)	20	0.4%

None

Value	Count	Frequency (%)
㈜	7	100.0%

Phik (φk)
Auto

Heatmap
Table

	연번	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	최대지상층수	최대지하층수	주용도
연번	1.000	0.026	0.048	0.027	0.435	0.228	0.257
대지면적(제곱미터)	0.026	1.000	0.778	0.642	0.179	0.255	0.903
건축면적(제곱미터)	0.048	0.778	1.000	0.868	0.309	0.449	0.797
연면적(제곱미터)	0.027	0.642	0.868	1.000	0.503	0.759	0.695
최대지상층수	0.435	0.179	0.309	0.503	1.000	0.527	0.640
최대지하층수	0.228	0.255	0.449	0.759	0.527	1.000	0.497
주용도	0.257	0.903	0.797	0.695	0.640	0.497	1.000

Heatmap
Table

	연번	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	최대지상층수	최대지하층수	주용도
연번	1.000	0.078	0.072	0.083	0.383	-0.019	0.093
대지면적(제곱미터)	0.078	1.000	0.978	0.791	0.350	0.225	0.728
건축면적(제곱미터)	0.072	0.978	1.000	0.816	0.370	0.217	0.496
연면적(제곱미터)	0.083	0.791	0.816	1.000	0.675	0.390	0.399
최대지상층수	0.383	0.350	0.370	0.675	1.000	0.148	0.283
최대지하층수	-0.019	0.225	0.217	0.390	0.148	1.000	0.222
주용도	0.093	0.728	0.496	0.399	0.283	0.222	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	연번	대지위치	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	허가일	착공처리일	착공예정일	실제착공일	사용승인일	최대지상층수	최대지하층수	주용도	설계사무소명	감리사무소명	시공자사무소명
0	1	서울특별시 중랑구 중화동 318-85	99.97	49.8	156.58	1990-02-28	1990-05-01	1990-05-01	<NA>	<NA>	2	1	단독주택	지원건축사사무소	진영건축사사무소	<NA>
1	2	서울특별시 중랑구 망우동 403-37	113.24	67.9	199.31	1993-06-10	1994-03-19	1994-03-20	1994-03-19	2005-10-06	2	1	단독주택	세진건축사사무소	박노철 건축사사무소	<NA>
2	3	서울특별시 중랑구 묵동 153-17	133.2	79.8	178.07	1993-08-24	1993-09-05	1993-09-06	1993-09-06	2015-11-19	2	1	단독주택	박기정건축사사무소	<NA>	<NA>
3	4	서울특별시 중랑구 면목동 185-49	118.7	66.76	179.25	1996-04-22	1996-04-22	1996-05-03	1996-05-03	2000-03-15	2	1	단독주택	(주)박기정종합건축사사무소	(주)박기정종합건축사사무소	<NA>
4	5	서울특별시 중랑구 묵동 4	468.0	271.17	998.81	1996-08-22	1996-08-22	1996-09-13	1996-09-13	<NA>	3	1	문화및집회시설	신우건축사사무소	신우건축사사무소	일조종합건설(주)
5	6	서울특별시 중랑구 신내동 410-52	625.0	364.77	1578.57	1997-07-30	1997-08-23	1997-08-23	1997-08-22	1998-03-19	4	1	공동주택	백건축사무소	백건축사무소	석재종합주식회사
6	7	서울특별시 중랑구 상봉동 202-1	658.0	394.57	2168.21	1997-07-30	1997-07-30	1997-11-04	<NA>	<NA>	5	1	제1종근린생활시설	(주)국원건축사사무소	(주)국원건축사사무소	신예건설주식회사
7	8	서울특별시 중랑구 신내동 449-3 외1필지	429.0	245.04	1410.88	1997-08-11	1997-10-07	1997-09-	1997-10-06	1999-01-28	<NA>	<NA>	제1종근린생활시설	입체건축	입체건축	(주)도시환경종합건설
8	9	서울특별시 중랑구 면목동 137-4	261.8	156.72	514.8	1997-10-09	1998-03-04	<NA>	1998-03-10	1999-01-30	3	1	단독주택	박을식건축	박을식건축	<NA>
9	10	서울특별시 중랑구 면목동 137-40	111.7	66.36	175.62	1997-10-23	1998-03-04	<NA>	1998-03-01	1999-01-30	2	1	단독주택	박을식건축	<NA>	<NA>

	연번	대지위치	대지면적(제곱미터)	건축면적(제곱미터)	연면적(제곱미터)	허가일	착공처리일	착공예정일	실제착공일	사용승인일	최대지상층수	최대지하층수	주용도	설계사무소명	감리사무소명	시공자사무소명
6520	6521	서울특별시 중랑구 신내동 493-137 외1필지	247.28	148.25	492.81	2022-09-26	2022-12-08	2022-12-10	<NA>	<NA>	5	0	공동주택	소요건축사사무소	(주)그룹예성씨엠종합건축사사무소	(주)한다종합건설
6521	6522	서울특별시 중랑구 신내동 278-210	330.0	197.96	231.72	2022-09-27	2022-12-01	2022-11-25	<NA>	<NA>	2	0	제2종근린생활시설	미성건축사사무소	미성건축사사무소	범주종합건설(주)
6522	6523	서울특별시 중랑구 상봉동 279-30 외1필지	109.0	62.06	216.11	2022-09-29	2022-12-21	2022-12-19	<NA>	<NA>	5	0	공동주택	스튜디오포마 건축사사무소	주식회사 지앤유종합건축사사무소	(주)솔하임건설
6523	6524	서울특별시 중랑구 망우동 611	333.1	163.7	163.7	2022-10-17	2022-10-31	2022-10-28	<NA>	<NA>	1	0	제2종근린생활시설	(주)에스엘케이종합건축사사무소	(주)에스엘케이종합건축사사무소	<NA>
6524	6525	서울특별시 중랑구 상봉동 104-37 외1필지	199.22	112.44	662.78	2022-10-19	2022-10-31	2022-10-31	<NA>	<NA>	8	0	제2종근린생활시설	에스아이디건축사사무소	우미건축사사무소	건영종합개발(주)
6525	6526	서울특별시 중랑구 망우동 521-3 외2필지	345.07	191.93	690.11	2022-10-25	2022-11-18	2022-11-14	<NA>	<NA>	6	0	공동주택	건축사사무소 리우	수현건축사사무소	(주)우진탑종합건설
6526	6527	서울특별시 중랑구 면목동 57-1 외6필지	3082.91	306.12	497.2	2022-10-26	2022-11-21	2022-11-08	<NA>	<NA>	2	0	운수시설	(주)어반아지트 건축사사무소 (URBANAGIT Architects)	(주)어반아지트 건축사사무소 (URBANAGIT Architects)	수정종합건설주식회사
6527	6528	서울특별시 중랑구 면목동 637-16	104.8	61.43	487.65	2022-10-26	2022-12-27	2023-01-02	<NA>	<NA>	8	1	업무시설	박노철건축사무소	박노철건축사무소	(주)가람종합건설
6528	6529	서울특별시 중랑구 중화동 325-91 외1필지	326.6	195.16	569.84	2022-11-15	2022-12-23	2022-12-26	<NA>	<NA>	5	0	공동주택	수현건축사사무소	(주)씨엠파트너스 건축사사무소	(주)한울에이앤디종합건설
6529	6530	서울특별시 중랑구 면목동 365-16	599.7	337.61	1290.12	2022-11-25	2022-12-06	2022-11-30	<NA>	<NA>	6	1	공동주택	건축사사무소 아성	업타운건축사사무소	새울건설(주)

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Lowercase Letter

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation