gimi9 Pandas Profiling

Dataset statistics

Number of variables	17
Number of observations	10000
Missing cells	20595
Missing cells (%)	12.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	154.0 B

Variable types

Numeric	10
Text	5
Categorical	1
Unsupported	1

Dataset

Description	경기부동산포털_건물_총괄표제부
Author	경기도
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=SVTOOYGZR861O3HGNCET34183944&infSeq=1

Alerts

`대지면적` is highly overall correlated with `건축면적` and 2 other fields	High correlation
`건축면적` is highly overall correlated with `대지면적` and 4 other fields	High correlation
`건폐율` is highly overall correlated with `용적율`	High correlation
`연면적` is highly overall correlated with `대지면적` and 3 other fields	High correlation
`용적율` is highly overall correlated with `건축면적` and 3 other fields	High correlation
`주건축물수` is highly overall correlated with `건축면적`	High correlation
`총주차수` is highly overall correlated with `대지면적` and 3 other fields	High correlation
`건물명` has 7992 (79.9%) missing values	Missing
`허가일` has 4242 (42.4%) missing values	Missing
`착공일` has 4514 (45.1%) missing values	Missing
`사용승인일` has 3846 (38.5%) missing values	Missing
`외필지수` is highly skewed (γ1 = 36.84657447)	Skewed
`대지면적` is highly skewed (γ1 = 27.61926935)	Skewed
`건축면적` is highly skewed (γ1 = 49.65824274)	Skewed
`건폐율` is highly skewed (γ1 = 84.37955351)	Skewed
`연면적` is highly skewed (γ1 = 87.73002134)	Skewed
`용적율` is highly skewed (γ1 = 97.84102323)	Skewed
`건물번호` has unique values	Unique
`사용승인일` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`외필지수` has 7398 (74.0%) zeros	Zeros
`대지면적` has 1612 (16.1%) zeros	Zeros
`건축면적` has 536 (5.4%) zeros	Zeros
`건폐율` has 1631 (16.3%) zeros	Zeros
`연면적` has 476 (4.8%) zeros	Zeros
`용적율` has 1627 (16.3%) zeros	Zeros
`주건축물수` has 298 (3.0%) zeros	Zeros
`부속건축물수` has 8771 (87.7%) zeros	Zeros
`총주차수` has 3851 (38.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:51:51.562874
Analysis finished	2023-12-10 21:52:02.662084
Duration	11.1 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

토지고유번호
Real number (ℝ)

Distinct	9978
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1363581 × 10¹⁸

Minimum	4.1171101 × 10¹⁷
Maximum	4.183041 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.1171101 × 10¹⁷
5-th percentile	4.1150102 × 10¹⁸
Q1	4.136025 × 10¹⁸
median	4.150033 × 10¹⁸
Q3	4.159036 × 10¹⁸
95-th percentile	4.182033 × 10¹⁸
Maximum	4.183041 × 10¹⁸
Range	3.77133 × 10¹⁸
Interquartile range (IQR)	2.3011005 × 10¹⁶

Descriptive statistics

Standard deviation	2.084319 × 10¹⁷
Coefficient of variation (CV)	0.050390197
Kurtosis	312.50147
Mean	4.1363581 × 10¹⁸
Median Absolute Deviation (MAD)	1.2997998 × 10¹⁶
Skewness	-17.658654
Sum	5.9805842 × 10¹⁸
Variance	4.3443856 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
415702562600000000	6	0.1%
412202592900000000	5	0.1%
4180025321103920001	2	< 0.1%
4136026223106830030	2	< 0.1%
4113111100101440000	2	< 0.1%
4115010500101680011	2	< 0.1%
412203102200000000	2	< 0.1%
4150035026103270020	2	< 0.1%
4113511400102200000	2	< 0.1%
415901330000000000	2	< 0.1%
Other values (9968)	9973	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
411711010000000000	1	< 0.1%
412201190000000000	1	< 0.1%
412201280000000000	1	< 0.1%
412202592900000000	5	0.1%
412203100000000000	1	< 0.1%
412203102200000000	2	< 0.1%
412203102700000000	1	< 0.1%
412731060000000000	1	< 0.1%
412811310000000000	1	< 0.1%
413701210000000000	1	< 0.1%

Value	Count	Frequency (%)
4183041033103210000	1	< 0.1%
4183041032105960001	1	< 0.1%
4183041032105600004	1	< 0.1%
4183041032105350002	1	< 0.1%
4183041032102940001	1	< 0.1%
4183041032101030005	1	< 0.1%
4183041032100940000	1	< 0.1%
4183041029103910003	1	< 0.1%
4183041029103660000	1	< 0.1%
4183041029102450001	1	< 0.1%

건물번호
Text

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	28
Median length	15
Mean length	13.3409
Min length	7

Characters and Unicode

Total characters	133409
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	10000 ?
Unique (%)	100.0%

Sample

1st row	41650-100212623
2nd row	41210-100178750
3rd row	41630-1000000000000001208254
4th row	41550-100298656
5th row	41610-721

Value	Count	Frequency (%)
41650-100212623	1	< 0.1%
41590-100248554	1	< 0.1%
41360-100279116	1	< 0.1%
41220-2306	1	< 0.1%
41220-100410930	1	< 0.1%
41271-210	1	< 0.1%
41220-100190526	1	< 0.1%
41111-362	1	< 0.1%
41590-100266574	1	< 0.1%
41500-1716	1	< 0.1%
Other values (9990)	9990	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	30294	22.7%
1	25627	19.2%
4	15915	11.9%
2	10367	7.8%
-	10000	7.5%
5	8997	6.7%
3	8516	6.4%
6	7086	5.3%
7	6052	4.5%
8	5648	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	123409	92.5%
Dash Punctuation	10000	7.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	30294	24.5%
1	25627	20.8%
4	15915	12.9%
2	10367	8.4%
5	8997	7.3%
3	8516	6.9%
6	7086	5.7%
7	6052	4.9%
8	5648	4.6%
9	4907	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	133409	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	30294	22.7%
1	25627	19.2%
4	15915	11.9%
2	10367	7.8%
-	10000	7.5%
5	8997	6.7%
3	8516	6.4%
6	7086	5.3%
7	6052	4.5%
8	5648	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133409	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	30294	22.7%
1	25627	19.2%
4	15915	11.9%
2	10367	7.8%
-	10000	7.5%
5	8997	6.7%
3	8516	6.4%
6	7086	5.3%
7	6052	4.5%
8	5648	4.2%

토지소재지
Text

Distinct	9977
Distinct (%)	99.8%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	23
Median length	21
Mean length	16.265927
Min length	8

Characters and Unicode

Total characters	162643
Distinct characters	309
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	9962 ?
Unique (%)	99.6%

Sample

1st row	포천시 신북면 덕둔리 277
2nd row	광명시 소하동 1289
3rd row	양주시 옥정동 1097
4th row	안성시 발화동 193-1
5th row	광주시 초월읍 지월리 127-1

Value	Count	Frequency (%)
김포시	1166	3.2%
남양주시	996	2.7%
평택시	818	2.2%
이천시	762	2.1%
안성시	750	2.0%
용인시처인구	717	1.9%
광주시	528	1.4%
양주시	493	1.3%
화성시	405	1.1%
가평군	384	1.0%
Other values (7921)	29809	80.9%

Most occurring characters

Value	Count	Frequency (%)
	30175	18.6%
시	8986	5.5%
-	7198	4.4%
1	6973	4.3%
리	6848	4.2%
2	5056	3.1%
3	4468	2.7%
4	4047	2.5%
면	4040	2.5%
동	3832	2.4%
Other values (299)	81020	49.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	87337	53.7%
Decimal Number	37931	23.3%
Space Separator	30175	18.6%
Dash Punctuation	7198	4.4%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	8986	10.3%
리	6848	7.8%
면	4040	4.6%
동	3832	4.4%
양	3290	3.8%
읍	2805	3.2%
주	2074	2.4%
평	2007	2.3%
구	2004	2.3%
성	1899	2.2%
Other values (285)	49552	56.7%

Decimal Number

Value	Count	Frequency (%)
1	6973	18.4%
2	5056	13.3%
3	4468	11.8%
4	4047	10.7%
5	3604	9.5%
6	3293	8.7%
7	2975	7.8%
8	2635	6.9%
9	2482	6.5%
0	2398	6.3%

Space Separator

Value	Count	Frequency (%)
	30175	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7198	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	87337	53.7%
Common	75306	46.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	8986	10.3%
리	6848	7.8%
면	4040	4.6%
동	3832	4.4%
양	3290	3.8%
읍	2805	3.2%
주	2074	2.4%
평	2007	2.3%
구	2004	2.3%
성	1899	2.2%
Other values (285)	49552	56.7%

Common

Value	Count	Frequency (%)
	30175	40.1%
-	7198	9.6%
1	6973	9.3%
2	5056	6.7%
3	4468	5.9%
4	4047	5.4%
5	3604	4.8%
6	3293	4.4%
7	2975	4.0%
8	2635	3.5%
Other values (4)	4882	6.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	87337	53.7%
ASCII	75306	46.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	30175	40.1%
-	7198	9.6%
1	6973	9.3%
2	5056	6.7%
3	4468	5.9%
4	4047	5.4%
5	3604	4.8%
6	3293	4.4%
7	2975	4.0%
8	2635	3.5%
Other values (4)	4882	6.5%

Hangul

Value	Count	Frequency (%)
시	8986	10.3%
리	6848	7.8%
면	4040	4.6%
동	3832	4.4%
양	3290	3.8%
읍	2805	3.2%
주	2074	2.4%
평	2007	2.3%
구	2004	2.3%
성	1899	2.2%
Other values (285)	49552	56.7%

건물명
Text

MISSING

Distinct	1860
Distinct (%)	92.6%
Missing	7992
Missing (%)	79.9%
Memory size	156.2 KiB

Length

Max length	37
Median length	32
Mean length	9.8027888
Min length	1

Characters and Unicode

Total characters	19684
Distinct characters	611
Distinct categories	10 ?
Distinct scripts	4 ?
Distinct blocks	3 ?

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

Unique

Unique	1791 ?
Unique (%)	89.2%

Sample

1st row	휴먼시아
2nd row	양주옥정 유림노르웨이숲
3rd row	이목동 242-7 단독주택 (지숙영)
4th row	양서면 복포리 의료시설 (의료법인지연의료재단한길요양병원)
5th row	김포시장애인복지관

Value	Count	Frequency (%)
공장	85	2.4%
동.식물관련시설	50	1.4%
제2종근린생활시설	49	1.4%
단독주택	42	1.2%
제1종근린생활시설	27	0.7%
	24	0.7%
가동,나동	17	0.5%
용문면	17	0.5%
고덕면	14	0.4%
1단지	14	0.4%
Other values (2656)	3269	90.6%

Most occurring characters

Value	Count	Frequency (%)
	1606	8.2%
)	470	2.4%
(	468	2.4%
동	467	2.4%
주	416	2.1%
리	401	2.0%
1	345	1.8%
2	306	1.6%
아	291	1.5%
시	278	1.4%
Other values (601)	14636	74.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14723	74.8%
Space Separator	1606	8.2%
Decimal Number	1575	8.0%
Close Punctuation	471	2.4%
Open Punctuation	469	2.4%
Uppercase Letter	317	1.6%
Other Punctuation	245	1.2%
Dash Punctuation	240	1.2%
Lowercase Letter	36	0.2%
Math Symbol	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	467	3.2%
주	416	2.8%
리	401	2.7%
아	291	2.0%
시	278	1.9%
이	257	1.7%
트	256	1.7%
스	247	1.7%
파	226	1.5%
장	225	1.5%
Other values (541)	11659	79.2%

Uppercase Letter

Value	Count	Frequency (%)
S	30	9.5%
A	28	8.8%
C	26	8.2%
B	23	7.3%
L	20	6.3%
E	20	6.3%
I	19	6.0%
H	17	5.4%
T	16	5.0%
G	16	5.0%
Other values (13)	102	32.2%

Lowercase Letter

Value	Count	Frequency (%)
e	11	30.6%
c	3	8.3%
a	3	8.3%
t	3	8.3%
i	3	8.3%
h	2	5.6%
w	2	5.6%
o	2	5.6%
u	1	2.8%
s	1	2.8%
Other values (5)	5	13.9%

Decimal Number

Value	Count	Frequency (%)
1	345	21.9%
2	306	19.4%
3	195	12.4%
0	133	8.4%
4	123	7.8%
5	122	7.7%
6	121	7.7%
9	83	5.3%
7	77	4.9%
8	70	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	147	60.0%
.	88	35.9%
&	5	2.0%
/	4	1.6%
'	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	470	99.8%
]	1	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	468	99.8%
[	1	0.2%

Space Separator

Value	Count	Frequency (%)
	1606	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	240	100.0%

Math Symbol

Value	Count	Frequency (%)
~	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14721	74.8%
Common	4608	23.4%
Latin	353	1.8%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	467	3.2%
주	416	2.8%
리	401	2.7%
아	291	2.0%
시	278	1.9%
이	257	1.7%
트	256	1.7%
스	247	1.7%
파	226	1.5%
장	225	1.5%
Other values (539)	11657	79.2%

Latin

Value	Count	Frequency (%)
S	30	8.5%
A	28	7.9%
C	26	7.4%
B	23	6.5%
L	20	5.7%
E	20	5.7%
I	19	5.4%
H	17	4.8%
T	16	4.5%
G	16	4.5%
Other values (28)	138	39.1%

Common

Value	Count	Frequency (%)
	1606	34.9%
)	470	10.2%
(	468	10.2%
1	345	7.5%
2	306	6.6%
-	240	5.2%
3	195	4.2%
,	147	3.2%
0	133	2.9%
4	123	2.7%
Other values (12)	575	12.5%

Han

Value	Count	Frequency (%)
家	1	50.0%
愛	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14721	74.8%
ASCII	4961	25.2%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1606	32.4%
)	470	9.5%
(	468	9.4%
1	345	7.0%
2	306	6.2%
-	240	4.8%
3	195	3.9%
,	147	3.0%
0	133	2.7%
4	123	2.5%
Other values (50)	928	18.7%

Hangul

Value	Count	Frequency (%)
동	467	3.2%
주	416	2.8%
리	401	2.7%
아	291	2.0%
시	278	1.9%
이	257	1.7%
트	256	1.7%
스	247	1.7%
파	226	1.5%
장	225	1.5%
Other values (539)	11657	79.2%

CJK

Value	Count	Frequency (%)
家	1	50.0%
愛	1	50.0%

외필지수
Real number (ℝ)

SKEWED ZEROS

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6676

Minimum	0
Maximum	249
Zeros	7398
Zeros (%)	74.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	249
Range	249
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.7938041
Coefficient of variation (CV)	5.6827503
Kurtosis	2024.9627
Mean	0.6676
Median Absolute Deviation (MAD)	0
Skewness	36.846574
Sum	6676
Variance	14.39295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	7398	74.0%
1	1437	14.4%
2	558	5.6%
3	258	2.6%
4	113	1.1%
5	76	0.8%
6	37	0.4%
7	25	0.2%
8	23	0.2%
9	13	0.1%
Other values (27)	62	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7398	74.0%
1	1437	14.4%
2	558	5.6%
3	258	2.6%
4	113	1.1%
5	76	0.8%
6	37	0.4%
7	25	0.2%
8	23	0.2%
9	13	0.1%

Value	Count	Frequency (%)
249	1	< 0.1%
112	1	< 0.1%
98	1	< 0.1%
81	1	< 0.1%
75	1	< 0.1%
69	2	< 0.1%
52	1	< 0.1%
51	1	< 0.1%
48	2	< 0.1%
45	1	< 0.1%

대지면적
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	4873
Distinct (%)	48.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5578.2693

Minimum	0
Maximum	1580952
Zeros	1612
Zeros (%)	16.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	635.3
median	1381.5
Q3	3269.25
95-th percentile	19542.25
Maximum	1580952
Range	1580952
Interquartile range (IQR)	2633.95

Descriptive statistics

Standard deviation	29646.721
Coefficient of variation (CV)	5.3146808
Kurtosis	1121.3646
Mean	5578.2693
Median Absolute Deviation (MAD)	1078.5
Skewness	27.619269
Sum	55782693
Variance	8.7892806 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1612	16.1%
660.0	85	0.9%
990.0	70	0.7%
998.0	59	0.6%
992.0	30	0.3%
980.0	28	0.3%
995.0	27	0.3%
1653.0	24	0.2%
988.0	24	0.2%
1322.0	20	0.2%
Other values (4863)	8021	80.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1612	16.1%
1.523	1	< 0.1%
10.323	1	< 0.1%
102.0	1	< 0.1%
102.7	1	< 0.1%
109.1	1	< 0.1%
120.75	1	< 0.1%
125.0	1	< 0.1%
136.0	1	< 0.1%
137.0	1	< 0.1%

Value	Count	Frequency (%)
1580952.0	1	< 0.1%
1121127.6	1	< 0.1%
696993.0	1	< 0.1%
676347.0	1	< 0.1%
647766.1	1	< 0.1%
516875.0	1	< 0.1%
479758.0	1	< 0.1%
444734.0	1	< 0.1%
430135.0	1	< 0.1%
420647.0	1	< 0.1%

건축면적
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	8175
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1240.5073

Minimum	0
Maximum	414707.2
Zeros	536
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	211.8785
median	449.13
Q3	990
95-th percentile	4404.7453
Maximum	414707.2
Range	414707.2
Interquartile range (IQR)	778.1215

Descriptive statistics

Standard deviation	5369.6867
Coefficient of variation (CV)	4.3286216
Kurtosis	3577.6236
Mean	1240.5073
Median Absolute Deviation (MAD)	286.215
Skewness	49.658243
Sum	12405073
Variance	28833535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	536	5.4%
396.0	164	1.6%
495.0	49	0.5%
499.2	47	0.5%
594.0	30	0.3%
990.0	22	0.2%
330.0	22	0.2%
492.0	19	0.2%
792.0	18	0.2%
494.0	17	0.2%
Other values (8165)	9076	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	536	5.4%
9.18	1	< 0.1%
14.0	1	< 0.1%
20.6	1	< 0.1%
21.6	1	< 0.1%
23.91	1	< 0.1%
24.0	1	< 0.1%
25.9	1	< 0.1%
26.5	1	< 0.1%
30.0	1	< 0.1%

Value	Count	Frequency (%)
414707.202	1	< 0.1%
121749.5	1	< 0.1%
103782.93	1	< 0.1%
88137.92	1	< 0.1%
80096.98	1	< 0.1%
76391.19	1	< 0.1%
65412.77	1	< 0.1%
63801.108	1	< 0.1%
56103.03	1	< 0.1%
52197.923	1	< 0.1%

건폐율
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	4268
Distinct (%)	42.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.938825

Minimum	0
Maximum	5356
Zeros	1631
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15.2875
median	28.34
Q3	39.55
95-th percentile	56.9505
Maximum	5356
Range	5356
Interquartile range (IQR)	24.2625

Descriptive statistics

Standard deviation	56.392161
Coefficient of variation (CV)	2.0184156
Kurtosis	7971.5997
Mean	27.938825
Median Absolute Deviation (MAD)	11.48
Skewness	84.379554
Sum	279388.25
Variance	3180.0758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1631	16.3%
50.0	42	0.4%
19.98	38	0.4%
19.95	31	0.3%
39.98	25	0.2%
50.02	23	0.2%
19.96	23	0.2%
39.94	22	0.2%
39.92	21	0.2%
19.94	21	0.2%
Other values (4258)	8123	81.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1631	16.3%
0.0256596	1	< 0.1%
0.085	1	< 0.1%
0.13	1	< 0.1%
0.16	1	< 0.1%
0.1607717	1	< 0.1%
0.21	1	< 0.1%
0.22	1	< 0.1%
0.2503	1	< 0.1%
0.2772	1	< 0.1%

Value	Count	Frequency (%)
5356.0	1	< 0.1%
237.78	1	< 0.1%
168.95	1	< 0.1%
151.36	1	< 0.1%
146.5	1	< 0.1%
132.73	1	< 0.1%
120.02	1	< 0.1%
110.47	1	< 0.1%
100.0	1	< 0.1%
98.8	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	8347
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6407.3338

Minimum	0
Maximum	10535170
Zeros	476
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	38.4385
Q1	265.985
median	543.68
Q3	1356.5525
95-th percentile	17382.389
Maximum	10535170
Range	10535170
Interquartile range (IQR)	1090.5675

Descriptive statistics

Standard deviation	110397.17
Coefficient of variation (CV)	17.229814
Kurtosis	8292.6753
Mean	6407.3338
Median Absolute Deviation (MAD)	378.185
Skewness	87.730021
Sum	64073338
Variance	1.2187534 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	476	4.8%
396.0	158	1.6%
495.0	52	0.5%
499.2	48	0.5%
594.0	30	0.3%
792.0	23	0.2%
990.0	23	0.2%
492.0	19	0.2%
330.0	18	0.2%
494.0	17	0.2%
Other values (8337)	9136	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	476	4.8%
9.18	1	< 0.1%
14.0	1	< 0.1%
19.53	1	< 0.1%
20.6	1	< 0.1%
21.6	1	< 0.1%
24.0	1	< 0.1%
25.9	1	< 0.1%
26.5	1	< 0.1%
29.75	1	< 0.1%

Value	Count	Frequency (%)
10535170.0	1	< 0.1%
2179941.0	1	< 0.1%
1214012.133	1	< 0.1%
443448.4199	1	< 0.1%
429279.37	1	< 0.1%
330955.867	1	< 0.1%
302545.4766	1	< 0.1%
299842.81	1	< 0.1%
288393.2	1	< 0.1%
283612.7255	1	< 0.1%

용적율
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	5474
Distinct (%)	54.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.029844

Minimum	0
Maximum	45090
Zeros	1627
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17.68
median	35.52
Q3	50.928525
95-th percentile	174.9118
Maximum	45090
Range	45090
Interquartile range (IQR)	33.248525

Descriptive statistics

Standard deviation	453.73144
Coefficient of variation (CV)	8.8914918
Kurtosis	9712.4404
Mean	51.029844
Median Absolute Deviation (MAD)	16.91
Skewness	97.841023
Sum	510298.44
Variance	205872.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1627	16.3%
50.0	42	0.4%
50.02	24	0.2%
39.92	17	0.2%
39.94	16	0.2%
50.04	14	0.1%
39.87	13	0.1%
50.1	11	0.1%
39.98	11	0.1%
39.89	11	0.1%
Other values (5464)	8214	82.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1627	16.3%
0.0256596	1	< 0.1%
0.085	1	< 0.1%
0.13	1	< 0.1%
0.16	1	< 0.1%
0.1607717	1	< 0.1%
0.21	1	< 0.1%
0.2503	1	< 0.1%
0.2772	1	< 0.1%
0.2906929	1	< 0.1%

Value	Count	Frequency (%)
45090.0	1	< 0.1%
738.59	1	< 0.1%
699.06	1	< 0.1%
679.59	1	< 0.1%
570.45	1	< 0.1%
538.52	1	< 0.1%
503.98	1	< 0.1%
496.93	1	< 0.1%
449.74	1	< 0.1%
448.09	1	< 0.1%

주용도코드
Categorical

Distinct	38
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

17000	1943
01000	1883
04000	1562
21000	1208
02000	1040
Other values (33)	2364

Length

Max length	5
Median length	5
Mean length	4.9823
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	01000
2nd row	02000
3rd row	02000
4th row	11000
5th row	21000

Common Values

Value	Count	Frequency (%)
17000	1943	19.4%
01000	1883	18.8%
04000	1562	15.6%
21000	1208	12.1%
02000	1040	10.4%
03000	771	7.7%
18000	460	4.6%
<NA>	177	1.8%
10000	157	1.6%
20000	115	1.1%
Other values (28)	684	6.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
17000	1943	19.4%
01000	1883	18.8%
04000	1562	15.6%
21000	1208	12.1%
02000	1040	10.4%
03000	771	7.7%
18000	460	4.6%
na	177	1.8%
10000	157	1.6%
20000	115	1.1%
Other values (28)	684	6.8%

주건축물수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	51
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1274

Minimum	0
Maximum	173
Zeros	298
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	2
Q3	3
95-th percentile	8
Maximum	173
Range	173
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.2511147
Coefficient of variation (CV)	1.3593128
Kurtosis	475.0162
Mean	3.1274
Median Absolute Deviation (MAD)	0
Skewness	16.442609
Sum	31274
Variance	18.071976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	5968	59.7%
3	1779	17.8%
4	711	7.1%
5	318	3.2%
0	298	3.0%
6	201	2.0%
1	115	1.1%
7	107	1.1%
8	84	0.8%
10	67	0.7%
Other values (41)	352	3.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	298	3.0%
1	115	1.1%
2	5968	59.7%
3	1779	17.8%
4	711	7.1%
5	318	3.2%
6	201	2.0%
7	107	1.1%
8	84	0.8%
9	65	0.7%

Value	Count	Frequency (%)
173	1	< 0.1%
145	1	< 0.1%
111	1	< 0.1%
89	1	< 0.1%
71	2	< 0.1%
62	1	< 0.1%
61	1	< 0.1%
59	1	< 0.1%
57	1	< 0.1%
56	1	< 0.1%

부속건축물수
Real number (ℝ)

ZEROS

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4368

Minimum	0
Maximum	47
Zeros	8771
Zeros (%)	87.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	47
Range	47
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9307974
Coefficient of variation (CV)	4.4203237
Kurtosis	80.598812
Mean	0.4368
Median Absolute Deviation (MAD)	0
Skewness	7.4576721
Sum	4368
Variance	3.7279786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	8771	87.7%
1	641	6.4%
2	153	1.5%
3	87	0.9%
4	50	0.5%
5	44	0.4%
10	36	0.4%
6	34	0.3%
8	32	0.3%
7	27	0.3%
Other values (17)	125	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8771	87.7%
1	641	6.4%
2	153	1.5%
3	87	0.9%
4	50	0.5%
5	44	0.4%
6	34	0.3%
7	27	0.3%
8	32	0.3%
9	22	0.2%

Value	Count	Frequency (%)
47	1	< 0.1%
28	1	< 0.1%
25	2	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
20	6	0.1%
19	2	< 0.1%
18	2	< 0.1%
17	6	0.1%

총주차수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	472
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.3903

Minimum	0
Maximum	11090
Zeros	3851
Zeros (%)	38.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	6
95-th percentile	78.05
Maximum	11090
Range	11090
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	215.90596
Coefficient of variation (CV)	5.9330634
Kurtosis	748.54776
Mean	36.3903
Median Absolute Deviation (MAD)	2
Skewness	19.262822
Sum	363903
Variance	46615.382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3851	38.5%
2	1002	10.0%
3	880	8.8%
4	649	6.5%
1	490	4.9%
5	448	4.5%
6	305	3.0%
7	228	2.3%
8	220	2.2%
9	151	1.5%
Other values (462)	1776	17.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3851	38.5%
1	490	4.9%
2	1002	10.0%
3	880	8.8%
4	649	6.5%
5	448	4.5%
6	305	3.0%
7	228	2.3%
8	220	2.2%
9	151	1.5%

Value	Count	Frequency (%)
11090	1	< 0.1%
4242	1	< 0.1%
3564	1	< 0.1%
3558	1	< 0.1%
3329	1	< 0.1%
2790	1	< 0.1%
2615	1	< 0.1%
2594	1	< 0.1%
2510	1	< 0.1%
2364	1	< 0.1%

허가일
Text

MISSING

Distinct	3560
Distinct (%)	61.8%
Missing	4242
Missing (%)	42.4%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.9980896
Min length	4

Characters and Unicode

Total characters	46053
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	2120 ?
Unique (%)	36.8%

Sample

1st row	20130218
2nd row	20041004
3rd row	20191023
4th row	20190118
5th row	20080626

Value	Count	Frequency (%)
20060711	22	0.4%
20091222	11	0.2%
20060710	9	0.2%
20160912	7	0.1%
20080513	6	0.1%
20180330	6	0.1%
20130528	6	0.1%
20140428	6	0.1%
20071024	6	0.1%
20051230	6	0.1%
Other values (3554)	5677	98.5%

Most occurring characters

Value	Count	Frequency (%)
0	14696	31.9%
2	10212	22.2%
1	8870	19.3%
9	1965	4.3%
3	1837	4.0%
7	1816	3.9%
8	1746	3.8%
6	1706	3.7%
5	1614	3.5%
4	1586	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46048	> 99.9%
Space Separator	5	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14696	31.9%
2	10212	22.2%
1	8870	19.3%
9	1965	4.3%
3	1837	4.0%
7	1816	3.9%
8	1746	3.8%
6	1706	3.7%
5	1614	3.5%
4	1586	3.4%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	46053	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14696	31.9%
2	10212	22.2%
1	8870	19.3%
9	1965	4.3%
3	1837	4.0%
7	1816	3.9%
8	1746	3.8%
6	1706	3.7%
5	1614	3.5%
4	1586	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46053	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14696	31.9%
2	10212	22.2%
1	8870	19.3%
9	1965	4.3%
3	1837	4.0%
7	1816	3.9%
8	1746	3.8%
6	1706	3.7%
5	1614	3.5%
4	1586	3.4%

착공일
Text

MISSING

Distinct	3537
Distinct (%)	64.5%
Missing	4514
Missing (%)	45.1%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.9963544
Min length	4

Characters and Unicode

Total characters	43868
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	2226 ?
Unique (%)	40.6%

Sample

1st row	20130227
2nd row	20070531
3rd row	20200103
4th row	20190402
5th row	20021109

Value	Count	Frequency (%)
20160715	8	0.1%
20080901	8	0.1%
20150417	7	0.1%
20140520	6	0.1%
20161101	6	0.1%
20070531	6	0.1%
20131216	6	0.1%
20181119	6	0.1%
20160615	5	0.1%
20190520	5	0.1%
Other values (3532)	5428	98.9%

Most occurring characters

Value	Count	Frequency (%)
0	14260	32.5%
2	9596	21.9%
1	8386	19.1%
3	1844	4.2%
9	1747	4.0%
5	1681	3.8%
6	1615	3.7%
8	1611	3.7%
7	1609	3.7%
4	1512	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43861	> 99.9%
Space Separator	7	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14260	32.5%
2	9596	21.9%
1	8386	19.1%
3	1844	4.2%
9	1747	4.0%
5	1681	3.8%
6	1615	3.7%
8	1611	3.7%
7	1609	3.7%
4	1512	3.4%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	43868	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14260	32.5%
2	9596	21.9%
1	8386	19.1%
3	1844	4.2%
9	1747	4.0%
5	1681	3.8%
6	1615	3.7%
8	1611	3.7%
7	1609	3.7%
4	1512	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43868	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14260	32.5%
2	9596	21.9%
1	8386	19.1%
3	1844	4.2%
9	1747	4.0%
5	1681	3.8%
6	1615	3.7%
8	1611	3.7%
7	1609	3.7%
4	1512	3.4%

사용승인일
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	3846
Missing (%)	38.5%
Memory size	156.2 KiB

Phik (φk)
Auto

Heatmap
Table

	토지고유번호	외필지수	대지면적	건축면적	건폐율	연면적	용적율	주용도코드	주건축물수	부속건축물수	총주차수
토지고유번호	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.052	0.000	0.130	0.044
외필지수	0.000	1.000	0.622	0.329	0.000	0.000	0.000	0.543	0.740	0.113	0.356
대지면적	0.000	0.622	1.000	0.520	0.000	0.220	0.000	0.402	0.669	0.296	0.467
건축면적	0.000	0.329	0.520	1.000	0.000	0.508	0.000	0.126	0.340	0.324	0.406
건폐율	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000
연면적	0.000	0.000	0.220	0.508	0.000	1.000	0.000	0.000	0.355	0.708	0.647
용적율	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000
주용도코드	0.052	0.543	0.402	0.126	0.000	0.000	0.000	1.000	0.666	0.399	0.303
주건축물수	0.000	0.740	0.669	0.340	0.000	0.355	0.000	0.666	1.000	0.363	0.515
부속건축물수	0.130	0.113	0.296	0.324	0.000	0.708	0.000	0.399	0.363	1.000	0.730
총주차수	0.044	0.356	0.467	0.406	0.000	0.647	0.000	0.303	0.515	0.730	1.000

Heatmap
Table

	토지고유번호	외필지수	대지면적	건축면적	건폐율	연면적	용적율	주건축물수	부속건축물수	총주차수	주용도코드
토지고유번호	1.000	0.092	0.043	-0.054	-0.073	-0.121	-0.154	0.018	-0.040	-0.049	0.046
외필지수	0.092	1.000	0.291	0.230	0.082	0.214	0.065	0.156	0.020	0.096	0.269
대지면적	0.043	0.291	1.000	0.835	0.234	0.762	0.385	0.480	0.317	0.566	0.177
건축면적	-0.054	0.230	0.835	1.000	0.400	0.924	0.506	0.520	0.298	0.532	0.065
건폐율	-0.073	0.082	0.234	0.400	1.000	0.396	0.813	0.023	-0.041	0.303	0.000
연면적	-0.121	0.214	0.762	0.924	0.396	1.000	0.609	0.470	0.303	0.613	0.000
용적율	-0.154	0.065	0.385	0.506	0.813	0.609	1.000	0.140	0.200	0.544	0.000
주건축물수	0.018	0.156	0.480	0.520	0.023	0.470	0.140	1.000	0.243	0.242	0.311
부속건축물수	-0.040	0.020	0.317	0.298	-0.041	0.303	0.200	0.243	1.000	0.236	0.175
총주차수	-0.049	0.096	0.566	0.532	0.303	0.613	0.544	0.242	0.236	1.000	0.147
주용도코드	0.046	0.269	0.177	0.065	0.000	0.000	0.000	0.311	0.175	0.147	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

	토지고유번호	건물번호	토지소재지	건물명	외필지수	대지면적	건축면적	건폐율	연면적	용적율	주용도코드	주건축물수	부속건축물수	총주차수	허가일	착공일	사용승인일
78444	4165034032102770000	41650-100212623	포천시 신북면 덕둔리 277	<NA>	0	1049.0	193.65	18.46	248.85	23.72	01000	2	0	3	20130218	20130227	20141218
79	4121010400112890000	41210-100178750	광명시 소하동 1289	휴먼시아	0	28785.0	4743.101	16.48	54577.692	158.81	02000	9	6	463	20041004	20070531	20091218.0
51460	4163011400110970000	41630-1000000000000001208254	양주시 옥정동 1097	양주옥정 유림노르웨이숲	0	63788.1	9051.2034	14.19	190023.6344	199.95	02000	20	17	1565	20191023	20200103	20230126
25892	4155013200101930001	41550-100298656	안성시 발화동 193-1	<NA>	0	3560.0	704.02	19.78	805.81	22.64	11000	2	0	5	20190118	20190402	20190906.0
41332	4161025329101270001	41610-721	광주시 초월읍 지월리 127-1	<NA>	1	2941.0	774.94	26.35	774.94	26.35	21000	5	0	0	<NA>	20021109	20030705
62519	4183038027101550007	41830-100183536	양평군 양동면 삼산리 155-7	<NA>	0	600.0	128.66	21.44	128.66	21.44	21000	2	0	0	20080626	20080703	20081030
1674	4150036030104990007	41500-100175621	이천시 모가면 어농리 499-7	<NA>	2	1352.0	293.73	21.73	288.03	21.3	01000	2	0	2	20080527	20080530	20080908.0
43879	4157025626107280000	41570-100259286	김포시 양촌읍 학운리 728	<NA>	0	1000.0	396.0	39.6	396.0	39.6	04000	2	0	3	20120430	<NA>	20130214
73256	4159026222101740001	41590-100258217	화성시 남양읍 신남리 174-1	<NA>	0	1562.0	289.1	18.51	349.9	22.4	01000	3	0	3	20080711	20080902	20091210
75273	4159036031100070035	41590-100187263	화성시 팔탄면 서근리 7-35	<NA>	1	1751.0	686.28	39.19	874.88	49.96	17000	2	0	4	20060709	20070731	20080121

	토지고유번호	건물번호	토지소재지	건물명	외필지수	대지면적	건축면적	건폐율	연면적	용적율	주용도코드	주건축물수	부속건축물수	총주차수	허가일	착공일	사용승인일
46104	4146125626112860006	41461-100471014	용인시처인구 이동읍 덕성리 1286-6	서해전설	0	2855.8	1342.65	47.01	1693.95	59.31	17000	2	0	8	20201126	20201222	20210907
7508	4182033023102370005	41820-100192982	가평군 상면 행현리 237-5	<NA>	0	1350.0	206.35	15.29	206.35	15.29	04000	2	0	2	20101101	20110124	20110715.0
80800	4146510500106500001	41465-100408381	용인시수지구 신봉동 650-1	디에스알앤디	3	4318.0	1072.15	24.83	1921.75	44.51	04000	2	1	47	20171011	20171111	20180919
62135	4136010400105610013	41360-866	남양주시 일패동 561-13	<NA>	0	2314.0	998.4	43.15	998.4	43.15	21000	4	0	0	20010820	20030531	20031125
75278	4128111900102780052	41281-100459447	고양시덕양구 내유동 278-52	라피네 103동, 104동	0	1025.0	357.44	34.87	1234.16	99.76	02000	2	0	16	20170726	20190720	20220622
49051	4146110300102960002	41461-1361	용인시처인구 삼가동 296-2	<NA>	0	692.0	257.4	37.2	1233.18	148.79	02000	2	0	0	<NA>	<NA>	NaN
16629	4180025321103470000	41800-736	연천군 전곡읍 전곡리 347	<NA>	0	0.0	88.04	0.0	88.04	0.0	01000	3	0	0	<NA>	<NA>	NaN
30000	4155032022103160001	41550-100241881	안성시 금광면 개산리 316-1	<NA>	0	1450.0	242.66	16.74	279.37	19.27	01000	2	0	1	20150616	20150619	20150904.0
68751	4183031021112050000	41830-100195167	양평군 강상면 병산리 1205	양평현대성우아파트1단지	0	12937.3	2087.1422	16.13	26370.0488	149.22	02000	2	4	197	20070516	20070903	20100331
79824	4159025925109280002	41590-100346072	화성시 향남읍 구문천리 928-2	<NA>	0	1983.9	1492.3	75.22	1631.69	82.25	17000	2	0	5	20131127	20131216	20140325

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close 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

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

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

CJK

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

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

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations