gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	870
Missing cells (%)	0.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.2 MiB
Average record size in memory	129.0 B

Variable types

Categorical	2
Text	5
Numeric	7

Dataset

Description	경기도 광주시 관내 공동주택가격(국토교통부장관이 아파트·연립·다세대 주택 등의 공동주택에 대하여 매년 공시기준일(1월1일) 현재 적정가격을 조사·산정하여 공시한 공동주택의 가격) 현황입니다.
Author	경기도 광주시
URL	https://www.data.go.kr/data/15036900/fileData.do

Alerts

`기준월` has constant value ""	Constant
`토지코드` has constant value ""	Constant
`전용면적` is highly overall correlated with `열람가격`	High correlation
`열람가격` is highly overall correlated with `전용면적` and 1 other fields	High correlation
`부번` is highly overall correlated with `열람가격`	High correlation
`아파트` has 870 (8.7%) missing values	Missing
`도로명부번` has 5072 (50.7%) zeros	Zeros
`본번` has 333 (3.3%) zeros	Zeros
`부번` has 4288 (42.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:50:57.088435
Analysis finished	2023-12-12 20:51:04.759018
Duration	7.67 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기준월
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

1	10000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

소재지
Text

Distinct	2373
Distinct (%)	23.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	32
Median length	29
Mean length	22.1778
Min length	15

Characters and Unicode

Total characters	221778
Distinct characters	159
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	785 ?
Unique (%)	7.8%

Sample

1st row	경충대로1422번길 42(쌍령동 360-1)
2nd row	도수길 56-13(퇴촌면도수리 392-36)
3rd row	능평로 116-32(오포읍능평리 194-23)
4th row	태성로 107(태전동 702-0)
5th row	경충대로1460번길 43-6(쌍령동 310-10)

Value	Count	Frequency (%)
순암로36번길	486	1.6%
태전동로	410	1.4%
고불로	401	1.3%
태봉로	387	1.3%
경충대로	351	1.2%
태성로	325	1.1%
오포로	269	0.9%
새말길	252	0.8%
경충대로1127번길	249	0.8%
벼루개길42번길	233	0.8%
Other values (4324)	26637	88.8%

Most occurring characters

Value	Count	Frequency (%)
	20000	9.0%
1	15023	6.8%
-	14928	6.7%
2	10192	4.6%
(	10000	4.5%
)	10000	4.5%
0	9853	4.4%
3	8721	3.9%
6	7752	3.5%
길	7478	3.4%
Other values (149)	107831	48.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	85739	38.7%
Decimal Number	81111	36.6%
Space Separator	20000	9.0%
Dash Punctuation	14928	6.7%
Open Punctuation	10000	4.5%
Close Punctuation	10000	4.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
길	7478	8.7%
동	6246	7.3%
로	6131	7.2%
리	4994	5.8%
읍	4451	5.2%
오	3603	4.2%
번	3601	4.2%
포	3564	4.2%
태	3239	3.8%
전	2078	2.4%
Other values (135)	40354	47.1%

Decimal Number

Value	Count	Frequency (%)
1	15023	18.5%
2	10192	12.6%
0	9853	12.1%
3	8721	10.8%
6	7752	9.6%
5	6919	8.5%
4	6903	8.5%
7	6376	7.9%
8	4851	6.0%
9	4521	5.6%

Space Separator

Value	Count	Frequency (%)
	20000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14928	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10000	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	136039	61.3%
Hangul	85739	38.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
길	7478	8.7%
동	6246	7.3%
로	6131	7.2%
리	4994	5.8%
읍	4451	5.2%
오	3603	4.2%
번	3601	4.2%
포	3564	4.2%
태	3239	3.8%
전	2078	2.4%
Other values (135)	40354	47.1%

Common

Value	Count	Frequency (%)
	20000	14.7%
1	15023	11.0%
-	14928	11.0%
2	10192	7.5%
(	10000	7.4%
)	10000	7.4%
0	9853	7.2%
3	8721	6.4%
6	7752	5.7%
5	6919	5.1%
Other values (4)	22651	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	136039	61.3%
Hangul	85739	38.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20000	14.7%
1	15023	11.0%
-	14928	11.0%
2	10192	7.5%
(	10000	7.4%
)	10000	7.4%
0	9853	7.2%
3	8721	6.4%
6	7752	5.7%
5	6919	5.1%
Other values (4)	22651	16.7%

Hangul

Value	Count	Frequency (%)
길	7478	8.7%
동	6246	7.3%
로	6131	7.2%
리	4994	5.8%
읍	4451	5.2%
오	3603	4.2%
번	3601	4.2%
포	3564	4.2%
태	3239	3.8%
전	2078	2.4%
Other values (135)	40354	47.1%

소재지상세
Text

Distinct	2197
Distinct (%)	22.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	24
Median length	20
Mean length	10.2122
Min length	2

Characters and Unicode

Total characters	102122
Distinct characters	337
Distinct categories	11 ?
Distinct scripts	4 ?
Distinct blocks	4 ?

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

Unique

Unique	690 ?
Unique (%)	6.9%

Sample

1st row	현대모닝사이드2
2nd row	주목샤넬카운티3동
3rd row	엔카운티(101동)
4th row	힐스테이트 태전6지구(1601동~1608동)
5th row	태성슈퍼빌104동

Value	Count	Frequency (%)
힐스테이트	915	7.1%
오포문형	229	1.8%
아파트	229	1.8%
양우내안애	229	1.8%
태전2차	217	1.7%
에듀포레	217	1.7%
현대	216	1.7%
현대모닝사이드2	205	1.6%
태전7지구	160	1.2%
태전파크자이	160	1.2%
Other values (2209)	10059	78.4%

Most occurring characters

Value	Count	Frequency (%)
1	6420	6.3%
동	5293	5.2%
)	4220	4.1%
(	4220	4.1%
0	3755	3.7%
이	3019	3.0%
스	2994	2.9%
빌	2913	2.9%
	2836	2.8%
2	2427	2.4%
Other values (327)	64025	62.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	67095	65.7%
Decimal Number	18451	18.1%
Close Punctuation	4220	4.1%
Open Punctuation	4220	4.1%
Space Separator	2836	2.8%
Uppercase Letter	2696	2.6%
Math Symbol	874	0.9%
Lowercase Letter	691	0.7%
Dash Punctuation	606	0.6%
Other Punctuation	431	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	5293	7.9%
이	3019	4.5%
스	2994	4.5%
빌	2913	4.3%
태	2133	3.2%
전	1973	2.9%
트	1914	2.9%
우	1564	2.3%
지	1542	2.3%
힐	1526	2.3%
Other values (281)	42224	62.9%

Uppercase Letter

Value	Count	Frequency (%)
C	829	30.7%
B	795	29.5%
L	438	16.2%
A	416	15.4%
D	98	3.6%
E	42	1.6%
I	24	0.9%
M	17	0.6%
F	15	0.6%
G	8	0.3%
Other values (5)	14	0.5%

Lowercase Letter

Value	Count	Frequency (%)
e	239	34.6%
u	71	10.3%
a	67	9.7%
i	67	9.7%
t	65	9.4%
m	61	8.8%
r	61	8.8%
o	14	2.0%
l	12	1.7%
s	10	1.4%
Other values (4)	24	3.5%

Decimal Number

Value	Count	Frequency (%)
1	6420	34.8%
0	3755	20.4%
2	2427	13.2%
6	1691	9.2%
5	1376	7.5%
3	956	5.2%
4	883	4.8%
7	482	2.6%
8	260	1.4%
9	201	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	4220	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4220	100.0%

Space Separator

Value	Count	Frequency (%)
	2836	100.0%

Math Symbol

Value	Count	Frequency (%)
~	874	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	606	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	431	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	67093	65.7%
Common	31638	31.0%
Latin	3389	3.3%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	5293	7.9%
이	3019	4.5%
스	2994	4.5%
빌	2913	4.3%
태	2133	3.2%
전	1973	2.9%
트	1914	2.9%
우	1564	2.3%
지	1542	2.3%
힐	1526	2.3%
Other values (279)	42222	62.9%

Latin

Value	Count	Frequency (%)
C	829	24.5%
B	795	23.5%
L	438	12.9%
A	416	12.3%
e	239	7.1%
D	98	2.9%
u	71	2.1%
a	67	2.0%
i	67	2.0%
t	65	1.9%
Other values (20)	304	9.0%

Common

Value	Count	Frequency (%)
1	6420	20.3%
)	4220	13.3%
(	4220	13.3%
0	3755	11.9%
	2836	9.0%
2	2427	7.7%
6	1691	5.3%
5	1376	4.3%
3	956	3.0%
4	883	2.8%
Other values (6)	2854	9.0%

Han

Value	Count	Frequency (%)
喜	1	50.0%
合	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	67093	65.7%
ASCII	35025	34.3%
Number Forms	2	< 0.1%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6420	18.3%
)	4220	12.0%
(	4220	12.0%
0	3755	10.7%
	2836	8.1%
2	2427	6.9%
6	1691	4.8%
5	1376	3.9%
3	956	2.7%
4	883	2.5%
Other values (35)	6241	17.8%

Hangul

Value	Count	Frequency (%)
동	5293	7.9%
이	3019	4.5%
스	2994	4.5%
빌	2913	4.3%
태	2133	3.2%
전	1973	2.9%
트	1914	2.9%
우	1564	2.3%
지	1542	2.3%
힐	1526	2.3%
Other values (279)	42222	62.9%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

CJK

Value	Count	Frequency (%)
喜	1	50.0%
合	1	50.0%

아파트
Text

MISSING

Distinct	256
Distinct (%)	2.8%
Missing	870
Missing (%)	8.7%
Memory size	156.2 KiB

Length

Max length	10
Median length	4
Mean length	3.747207
Min length	2

Characters and Unicode

Total characters	34212
Distinct characters	114
Distinct categories	7 ?
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	43 ?
Unique (%)	0.5%

Sample

1st row	204동
2nd row	3동
3rd row	101동
4th row	1604동
5th row	104동

Value	Count	Frequency (%)
102동	872	9.6%
101동	854	9.4%
103동	787	8.6%
104동	545	6.0%
105동	500	5.5%
1동	435	4.8%
106동	382	4.2%
b동	326	3.6%
a동	291	3.2%
107동	259	2.8%
Other values (246)	3879	42.5%

Most occurring characters

Value	Count	Frequency (%)
동	9126	26.7%
1	8160	23.9%
0	6681	19.5%
2	2605	7.6%
3	1578	4.6%
5	1217	3.6%
4	1087	3.2%
6	1050	3.1%
7	376	1.1%
B	331	1.0%
Other values (104)	2001	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23216	67.9%
Other Letter	10082	29.5%
Uppercase Letter	885	2.6%
Close Punctuation	11	< 0.1%
Open Punctuation	11	< 0.1%
Letter Number	5	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	9126	90.5%
가	122	1.2%
나	105	1.0%
빌	80	0.8%
제	53	0.5%
다	50	0.5%
이	48	0.5%
라	34	0.3%
하	29	0.3%
주	23	0.2%
Other values (82)	412	4.1%

Decimal Number

Value	Count	Frequency (%)
1	8160	35.1%
0	6681	28.8%
2	2605	11.2%
3	1578	6.8%
5	1217	5.2%
4	1087	4.7%
6	1050	4.5%
7	376	1.6%
8	279	1.2%
9	183	0.8%

Uppercase Letter

Value	Count	Frequency (%)
B	331	37.4%
A	296	33.4%
C	117	13.2%
D	92	10.4%
E	40	4.5%
F	7	0.8%
G	2	0.2%

Letter Number

Value	Count	Frequency (%)
Ⅲ	3	60.0%
Ⅱ	2	40.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23240	67.9%
Hangul	10082	29.5%
Latin	890	2.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	9126	90.5%
가	122	1.2%
나	105	1.0%
빌	80	0.8%
제	53	0.5%
다	50	0.5%
이	48	0.5%
라	34	0.3%
하	29	0.3%
주	23	0.2%
Other values (82)	412	4.1%

Common

Value	Count	Frequency (%)
1	8160	35.1%
0	6681	28.7%
2	2605	11.2%
3	1578	6.8%
5	1217	5.2%
4	1087	4.7%
6	1050	4.5%
7	376	1.6%
8	279	1.2%
9	183	0.8%
Other values (3)	24	0.1%

Latin

Value	Count	Frequency (%)
B	331	37.2%
A	296	33.3%
C	117	13.1%
D	92	10.3%
E	40	4.5%
F	7	0.8%
Ⅲ	3	0.3%
G	2	0.2%
Ⅱ	2	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24125	70.5%
Hangul	10082	29.5%
Number Forms	5	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	9126	90.5%
가	122	1.2%
나	105	1.0%
빌	80	0.8%
제	53	0.5%
다	50	0.5%
이	48	0.5%
라	34	0.3%
하	29	0.3%
주	23	0.2%
Other values (82)	412	4.1%

ASCII

Value	Count	Frequency (%)
1	8160	33.8%
0	6681	27.7%
2	2605	10.8%
3	1578	6.5%
5	1217	5.0%
4	1087	4.5%
6	1050	4.4%
7	376	1.6%
B	331	1.4%
A	296	1.2%
Other values (10)	744	3.1%

Number Forms

Value	Count	Frequency (%)
Ⅲ	3	60.0%
Ⅱ	2	40.0%

동호명
Text

Distinct	305
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	4
Mean length	4.2527
Min length	2

Characters and Unicode

Total characters	42527
Distinct characters	36
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	123 ?
Unique (%)	1.2%

Sample

1st row	105호
2nd row	301호
3rd row	301호
4th row	1202호
5th row	302호

Value	Count	Frequency (%)
202호	674	6.7%
302호	624	6.2%
201호	624	6.2%
402호	622	6.2%
301호	619	6.2%
401호	592	5.9%
101호	581	5.8%
102호	578	5.8%
303호	176	1.8%
403호	162	1.6%
Other values (280)	4782	47.7%

Most occurring characters

Value	Count	Frequency (%)
0	10335	24.3%
호	10000	23.5%
1	7402	17.4%
2	5561	13.1%
3	3330	7.8%
4	2687	6.3%
5	899	2.1%
6	644	1.5%
7	472	1.1%
8	454	1.1%
Other values (26)	743	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32182	75.7%
Other Letter	10125	23.8%
Uppercase Letter	153	0.4%
Space Separator	34	0.1%
Dash Punctuation	26	0.1%
Lowercase Letter	5	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	10000	98.8%
동	41	0.4%
층	23	0.2%
가	12	0.1%
나	11	0.1%
세	8	0.1%
대	8	0.1%
지	6	0.1%
에	3	< 0.1%
이	3	< 0.1%
Other values (7)	10	0.1%

Decimal Number

Value	Count	Frequency (%)
0	10335	32.1%
1	7402	23.0%
2	5561	17.3%
3	3330	10.3%
4	2687	8.3%
5	899	2.8%
6	644	2.0%
7	472	1.5%
8	454	1.4%
9	398	1.2%

Uppercase Letter

Value	Count	Frequency (%)
B	130	85.0%
A	19	12.4%
O	3	2.0%
C	1	0.7%

Space Separator

Value	Count	Frequency (%)
	34	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Lowercase Letter

Value	Count	Frequency (%)
b	5	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32244	75.8%
Hangul	10125	23.8%
Latin	158	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	10000	98.8%
동	41	0.4%
층	23	0.2%
가	12	0.1%
나	11	0.1%
세	8	0.1%
대	8	0.1%
지	6	0.1%
에	3	< 0.1%
이	3	< 0.1%
Other values (7)	10	0.1%

Common

Value	Count	Frequency (%)
0	10335	32.1%
1	7402	23.0%
2	5561	17.2%
3	3330	10.3%
4	2687	8.3%
5	899	2.8%
6	644	2.0%
7	472	1.5%
8	454	1.4%
9	398	1.2%
Other values (4)	62	0.2%

Latin

Value	Count	Frequency (%)
B	130	82.3%
A	19	12.0%
b	5	3.2%
O	3	1.9%
C	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32402	76.2%
Hangul	10125	23.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10335	31.9%
1	7402	22.8%
2	5561	17.2%
3	3330	10.3%
4	2687	8.3%
5	899	2.8%
6	644	2.0%
7	472	1.5%
8	454	1.4%
9	398	1.2%
Other values (9)	220	0.7%

Hangul

Value	Count	Frequency (%)
호	10000	98.8%
동	41	0.4%
층	23	0.2%
가	12	0.1%
나	11	0.1%
세	8	0.1%
대	8	0.1%
지	6	0.1%
에	3	< 0.1%
이	3	< 0.1%
Other values (7)	10	0.1%

전용면적
Real number (ℝ)

HIGH CORRELATION

Distinct	125
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.9003

Minimum	18
Maximum	187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	18
5-th percentile	50
Q1	59
median	73
Q3	85
95-th percentile	123
Maximum	187
Range	169
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	21.542905
Coefficient of variation (CV)	0.2915131
Kurtosis	5.0079881
Mean	73.9003
Median Absolute Deviation (MAD)	12
Skewness	1.7105917
Sum	739003
Variance	464.09677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	2530	25.3%
60	873	8.7%
73	681	6.8%
59	336	3.4%
77	296	3.0%
76	288	2.9%
75	252	2.5%
52	249	2.5%
54	232	2.3%
55	227	2.3%
Other values (115)	4036	40.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	3	< 0.1%
19	2	< 0.1%
20	5	0.1%
21	6	0.1%
22	3	< 0.1%
23	1	< 0.1%
24	4	< 0.1%
25	12	0.1%
26	1	< 0.1%
29	6	0.1%

Value	Count	Frequency (%)
187	10	0.1%
185	2	< 0.1%
177	1	< 0.1%
176	17	0.2%
175	4	< 0.1%
172	1	< 0.1%
171	1	< 0.1%
170	16	0.2%
166	2	< 0.1%
162	37	0.4%

열람가격
Real number (ℝ)

HIGH CORRELATION

Distinct	890
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0969538 × 10⁸

Minimum	13800000
Maximum	9.1 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	13800000
5-th percentile	70500000
Q1	1.11 × 10⁸
median	1.68 × 10⁸
Q3	3.15 × 10⁸
95-th percentile	4.4 × 10⁸
Maximum	9.1 × 10⁸
Range	8.962 × 10⁸
Interquartile range (IQR)	2.04 × 10⁸

Descriptive statistics

Standard deviation	1.2061807 × 10⁸
Coefficient of variation (CV)	0.57520614
Kurtosis	-0.68782666
Mean	2.0969538 × 10⁸
Median Absolute Deviation (MAD)	73250000
Skewness	0.688821
Sum	2.0969538 × 10¹²
Variance	1.4548719 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
381000000	96	1.0%
111000000	94	0.9%
141000000	93	0.9%
468000000	92	0.9%
107000000	85	0.9%
106000000	81	0.8%
105000000	78	0.8%
129000000	74	0.7%
119000000	73	0.7%
123000000	72	0.7%
Other values (880)	9162	91.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13800000	1	< 0.1%
18800000	2	< 0.1%
22900000	1	< 0.1%
26400000	1	< 0.1%
27000000	1	< 0.1%
27200000	1	< 0.1%
27500000	1	< 0.1%
28200000	1	< 0.1%
28500000	4	< 0.1%
29000000	1	< 0.1%

Value	Count	Frequency (%)
910000000	1	< 0.1%
578000000	1	< 0.1%
540000000	3	< 0.1%
530000000	15	0.1%
526000000	3	< 0.1%
522000000	3	< 0.1%
519000000	2	< 0.1%
516000000	14	0.1%
512000000	5	0.1%
507000000	5	0.1%

토지코드
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

4160000000000000000	10000

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4160000000000000000
2nd row	4160000000000000000
3rd row	4160000000000000000
4th row	4160000000000000000
5th row	4160000000000000000

Common Values

Value	Count	Frequency (%)
4160000000000000000	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4160000000000000000	10000	100.0%

도로명
Text

Distinct	243
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	10
Median length	9
Mean length	5.0183
Min length	3

Characters and Unicode

Total characters	50183
Distinct characters	142
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	경충대로1422번길
2nd row	도수길
3rd row	능평로
4th row	태성로
5th row	경충대로1460번길

Value	Count	Frequency (%)
순암로36번길	486	4.9%
태전동로	410	4.1%
고불로	401	4.0%
태봉로	387	3.9%
경충대로	351	3.5%
태성로	325	3.2%
오포로	269	2.7%
새말길	252	2.5%
경충대로1127번길	249	2.5%
벼루개길42번길	233	2.3%
Other values (233)	6637	66.4%

Most occurring characters

Value	Count	Frequency (%)
길	7478	14.9%
로	6131	12.2%
번	3601	7.2%
1	1919	3.8%
태	1571	3.1%
2	1473	2.9%
3	1286	2.6%
대	1084	2.2%
경	1049	2.1%
6	912	1.8%
Other values (132)	23679	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	41199	82.1%
Decimal Number	8984	17.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
길	7478	18.2%
로	6131	14.9%
번	3601	8.7%
태	1571	3.8%
대	1084	2.6%
경	1049	2.5%
충	796	1.9%
암	782	1.9%
봉	641	1.6%
동	640	1.6%
Other values (122)	17426	42.3%

Decimal Number

Value	Count	Frequency (%)
1	1919	21.4%
2	1473	16.4%
3	1286	14.3%
6	912	10.2%
4	890	9.9%
7	859	9.6%
5	546	6.1%
8	458	5.1%
9	354	3.9%
0	287	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	41199	82.1%
Common	8984	17.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
길	7478	18.2%
로	6131	14.9%
번	3601	8.7%
태	1571	3.8%
대	1084	2.6%
경	1049	2.5%
충	796	1.9%
암	782	1.9%
봉	641	1.6%
동	640	1.6%
Other values (122)	17426	42.3%

Common

Value	Count	Frequency (%)
1	1919	21.4%
2	1473	16.4%
3	1286	14.3%
6	912	10.2%
4	890	9.9%
7	859	9.6%
5	546	6.1%
8	458	5.1%
9	354	3.9%
0	287	3.2%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	41199	82.1%
ASCII	8984	17.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
길	7478	18.2%
로	6131	14.9%
번	3601	8.7%
태	1571	3.8%
대	1084	2.6%
경	1049	2.5%
충	796	1.9%
암	782	1.9%
봉	641	1.6%
동	640	1.6%
Other values (122)	17426	42.3%

ASCII

Value	Count	Frequency (%)
1	1919	21.4%
2	1473	16.4%
3	1286	14.3%
6	912	10.2%
4	890	9.9%
7	859	9.6%
5	546	6.1%
8	458	5.1%
9	354	3.9%
0	287	3.2%

도로명본번
Real number (ℝ)

Distinct	262
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	132.233

Minimum	1
Maximum	1946
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	23
median	50
Q3	106
95-th percentile	701
Maximum	1946
Range	1945
Interquartile range (IQR)	83

Descriptive statistics

Standard deviation	242.71344
Coefficient of variation (CV)	1.8354982
Kurtosis	12.876535
Mean	132.233
Median Absolute Deviation (MAD)	34
Skewness	3.4672778
Sum	1322330
Variance	58909.812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	378	3.8%
12	265	2.6%
87	250	2.5%
17	239	2.4%
28	226	2.3%
20	226	2.3%
14	223	2.2%
65	219	2.2%
21	186	1.9%
33	184	1.8%
Other values (252)	7604	76.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	10	0.1%
2	14	0.1%
3	30	0.3%
4	27	0.3%
5	101	1.0%
6	97	1.0%
7	110	1.1%
8	37	0.4%
9	184	1.8%
10	83	0.8%

Value	Count	Frequency (%)
1946	5	0.1%
1524	9	0.1%
1514	6	0.1%
1498	29	0.3%
1471	2	< 0.1%
1468	3	< 0.1%
1442	15	0.1%
1340	7	0.1%
1290	8	0.1%
1252	17	0.2%

도로명부번
Real number (ℝ)

ZEROS

Distinct	122
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8915

Minimum	0
Maximum	258
Zeros	5072
Zeros (%)	50.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	46
Maximum	258
Range	258
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	21.55904
Coefficient of variation (CV)	2.1795521
Kurtosis	36.949298
Mean	9.8915
Median Absolute Deviation (MAD)	0
Skewness	4.9846927
Sum	98915
Variance	464.79221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5072	50.7%
1	947	9.5%
24	225	2.2%
5	201	2.0%
6	191	1.9%
15	187	1.9%
14	152	1.5%
13	145	1.5%
4	140	1.4%
10	133	1.3%
Other values (112)	2607	26.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5072	50.7%
1	947	9.5%
2	90	0.9%
3	121	1.2%
4	140	1.4%
5	201	2.0%
6	191	1.9%
7	125	1.2%
8	120	1.2%
9	100	1.0%

Value	Count	Frequency (%)
258	2	< 0.1%
246	4	< 0.1%
240	2	< 0.1%
238	3	< 0.1%
214	2	< 0.1%
212	4	< 0.1%
194	2	< 0.1%
192	5	0.1%
190	9	0.1%
188	4	< 0.1%

읍면동
Real number (ℝ)

Distinct	43
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1610184 × 10⁹

Minimum	4.1610101 × 10⁹
Maximum	4.161034 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.1610101 × 10⁹
5-th percentile	4.1610102 × 10⁹
Q1	4.161011 × 10⁹
median	4.1610112 × 10⁹
Q3	4.161025 × 10⁹
95-th percentile	4.161033 × 10⁹
Maximum	4.161034 × 10⁹
Range	23929
Interquartile range (IQR)	14025

Descriptive statistics

Standard deviation	7895.0632
Coefficient of variation (CV)	1.8973872 × 10^-6
Kurtosis	-1.5429895
Mean	4.1610184 × 10⁹
Median Absolute Deviation (MAD)	1100
Skewness	0.21941085
Sum	4.1610184 × 10¹³
Variance	62332023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
4161011000	1668	16.7%
4161025022	1103	11.0%
4161025023	682	6.8%
4161011200	576	5.8%
4161010300	473	4.7%
4161025322	463	4.6%
4161025024	462	4.6%
4161010500	337	3.4%
4161011100	331	3.3%
4161010700	320	3.2%
Other values (33)	3585	35.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4161010100	273	2.7%
4161010200	255	2.5%
4161010300	473	4.7%
4161010400	312	3.1%
4161010500	337	3.4%
4161010600	313	3.1%
4161010700	320	3.2%
4161010800	149	1.5%
4161010900	2	< 0.1%
4161011000	1668	16.7%

Value	Count	Frequency (%)
4161034029	5	0.1%
4161034025	87	0.9%
4161034022	189	1.9%
4161034021	118	1.2%
4161033028	93	0.9%
4161033027	8	0.1%
4161033026	1	< 0.1%
4161033022	10	0.1%
4161033021	20	0.2%
4161025936	167	1.7%

본번
Real number (ℝ)

ZEROS

Distinct	540
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	421.8403

Minimum	0
Maximum	1237
Zeros	333
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	18
Q1	185
median	393
Q3	681
95-th percentile	774
Maximum	1237
Range	1237
Interquartile range (IQR)	496

Descriptive statistics

Standard deviation	278.5028
Coefficient of variation (CV)	0.66020909
Kurtosis	-0.12768794
Mean	421.8403
Median Absolute Deviation (MAD)	236
Skewness	0.47922442
Sum	4218403
Variance	77563.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	333	3.3%
586	253	2.5%
692	236	2.4%
705	160	1.6%
732	155	1.6%
699	152	1.5%
395	147	1.5%
702	144	1.4%
703	144	1.4%
681	139	1.4%
Other values (530)	8137	81.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	333	3.3%
1	19	0.2%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
8	12	0.1%
9	1	< 0.1%
11	4	< 0.1%
12	7	0.1%
14	20	0.2%

Value	Count	Frequency (%)
1237	25	0.2%
1236	115	1.1%
1230	35	0.4%
1229	61	0.6%
1078	12	0.1%
1006	1	< 0.1%
1004	8	0.1%
1001	8	0.1%
1000	4	< 0.1%
997	1	< 0.1%

부번
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	138
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9348

Minimum	0
Maximum	196
Zeros	4288
Zeros (%)	42.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	8
95-th percentile	51
Maximum	196
Range	196
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	21.017324
Coefficient of variation (CV)	2.3522994
Kurtosis	20.760017
Mean	8.9348
Median Absolute Deviation (MAD)	1
Skewness	4.1515063
Sum	89348
Variance	441.72792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4288	42.9%
1	1340	13.4%
2	619	6.2%
4	374	3.7%
3	333	3.3%
5	224	2.2%
11	223	2.2%
12	190	1.9%
6	154	1.5%
7	142	1.4%
Other values (128)	2113	21.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4288	42.9%
1	1340	13.4%
2	619	6.2%
3	333	3.3%
4	374	3.7%
5	224	2.2%
6	154	1.5%
7	142	1.4%
8	124	1.2%
9	141	1.4%

Value	Count	Frequency (%)
196	1	< 0.1%
179	2	< 0.1%
178	2	< 0.1%
177	1	< 0.1%
176	2	< 0.1%
171	1	< 0.1%
168	3	< 0.1%
167	2	< 0.1%
166	1	< 0.1%
165	2	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	전용면적	열람가격	도로명본번	도로명부번	읍면동	본번	부번
전용면적	1.000	0.512	0.129	0.278	0.209	0.468	0.323
열람가격	0.512	1.000	0.294	0.211	0.444	0.539	0.232
도로명본번	0.129	0.294	1.000	0.153	0.417	0.436	0.113
도로명부번	0.278	0.211	0.153	1.000	0.098	0.295	0.613
읍면동	0.209	0.444	0.417	0.098	1.000	0.450	0.157
본번	0.468	0.539	0.436	0.295	0.450	1.000	0.252
부번	0.323	0.232	0.113	0.613	0.157	0.252	1.000

Heatmap
Table

	전용면적	열람가격	도로명본번	도로명부번	읍면동	본번	부번
전용면적	1.000	0.611	0.116	-0.363	0.029	0.150	-0.407
열람가격	0.611	1.000	0.145	-0.350	-0.144	0.341	-0.552
도로명본번	0.116	0.145	1.000	-0.097	-0.042	0.033	-0.093
도로명부번	-0.363	-0.350	-0.097	1.000	0.090	-0.083	0.418
읍면동	0.029	-0.144	-0.042	0.090	1.000	-0.002	0.040
본번	0.150	0.341	0.033	-0.083	-0.002	1.000	-0.263
부번	-0.407	-0.552	-0.093	0.418	0.040	-0.263	1.000

Count
Matrix

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.

First rows
Last rows

	기준월	소재지	소재지상세	아파트	동호명	전용면적	열람가격	토지코드	도로명	도로명본번	도로명부번	읍면동	본번	부번
35736	1	경충대로1422번길 42(쌍령동 360-1)	현대모닝사이드2	204동	105호	85	166000000	4160000000000000000	경충대로1422번길	42	0	4161010200	360	1
16727	1	도수길 56-13(퇴촌면도수리 392-36)	주목샤넬카운티3동	3동	301호	68	87100000	4160000000000000000	도수길	56	13	4161034025	392	33
183	1	능평로 116-32(오포읍능평리 194-23)	엔카운티(101동)	101동	301호	75	203000000	4160000000000000000	능평로	116	32	4161025023	194	23
44961	1	태성로 107(태전동 702-0)	힐스테이트 태전6지구(1601동~1608동)	1604동	1202호	85	440000000	4160000000000000000	태성로	107	0	4161011000	702	0
23178	1	경충대로1460번길 43-6(쌍령동 310-10)	태성슈퍼빌104동	104동	302호	74	114000000	4160000000000000000	경충대로1460번길	43	6	4161010200	310	10
41826	1	태전동로 50(태전동 699-0)	힐스테이트 태전(C5,1507~1514동)	1512동	1804호	60	323000000	4160000000000000000	태전동로	50	0	4161011000	699	0
40235	1	능평로30번길 12-14(오포읍능평리 456-32)	휴먼테라스빌(202동)	202동	402호	59	197000000	4160000000000000000	능평로30번길	12	14	4161025023	456	32
27687	1	매봉재길 17-17(오포읍매산리 583-28)	펠리스빌(204동)	204동	102호	57	139000000	4160000000000000000	매봉재길	17	17	4161025026	583	28
3764	1	수렁개들길32번길 50(오포읍문형리 600-0)	오포문형 양우내안애 아파트	109동	203호	85	246000000	4160000000000000000	수렁개들길32번길	50	0	4161025024	0	0
43257	1	태봉로 163-1(태전동 732-0)	힐스테이트 태전2차 에듀포레 C11BL	2107동	1303호	73	381000000	4160000000000000000	태봉로	163	1	4161011000	732	0

	기준월	소재지	소재지상세	아파트	동호명	전용면적	열람가격	토지코드	도로명	도로명본번	도로명부번	읍면동	본번	부번
36247	1	새말길 93(오포읍신현리 588-1)	현대모닝사이드2	104동	804호	85	263000000	4160000000000000000	새말길	93	0	4161025022	588	1
44663	1	태성로 130(태전동 704-0)	힐스테이트 태전6(1615동~1620동)	1620동	1903호	60	333000000	4160000000000000000	태성로	130	0	4161011000	704	0
12908	1	태재로 20-15(오포읍신현리 1236-0)	이편한세상태재1단지	103동	1201호	85	440000000	4160000000000000000	태재로	20	15	4161025022	1236	0
10884	1	순암로36번길 88(역동 243-0)	이편한세상광주역1단지	104동	1803호	60	376000000	4160000000000000000	순암로36번길	88	0	4161011200	243	0
10688	1	순암로36번길 88(역동 243-0)	이편한세상광주역1단지	102동	503호	60	370000000	4160000000000000000	순암로36번길	88	0	4161011200	243	0
7289	1	무들로 28(초월읍대쌍령리 61-1)	우림푸른마을	101동	503호	85	152000000	4160000000000000000	무들로	28	0	4161025321	61	1
12832	1	태재로 20-15(오포읍신현리 1236-0)	이편한세상태재1단지	102동	1101호	85	440000000	4160000000000000000	태재로	20	15	4161025022	1236	0
7070	1	탄벌길 60(탄벌동 762-0)	우림루미아트	103동	902호	126	199000000	4160000000000000000	탄벌길	60	0	4161010500	762	0
27215	1	순암로264번길 21-14(중대동 158-5)	파인팰리스(B동)	B동	301호	50	119000000	4160000000000000000	순암로264번길	21	14	4161010800	158	5
9536	1	모개미길 64(목현동 598-0)	유로캐슬	1동	302호	46	109000000	4160000000000000000	모개미길	64	0	4161010600	598	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

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

Close Punctuation

Open Punctuation

Space Separator

Math Symbol

Dash Punctuation

Other Punctuation

Letter Number

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Han

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

CJK

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Letter Number

Close Punctuation

Open Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Number Forms

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