gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	322
Missing cells	66
Missing cells (%)	1.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.0 KiB
Average record size in memory	111.4 B

Variable types

Categorical	4
Text	3
Numeric	6

Dataset

Description	한국토지주택공사 청약센터에서 분양하는 주택에 대한 공고종류, 공고구분, 공고명, 소재지, 세대수, 분양가격 등 가격공고에 대한 정보를 제공합니다.
URL	https://www.data.go.kr/data/15119323/fileData.do

Alerts

`공고구분` has constant value ""	Constant
`분양가격` is highly overall correlated with `계약금` and 4 other fields	High correlation
`계약금` is highly overall correlated with `분양가격` and 4 other fields	High correlation
`중도금합계` is highly overall correlated with `분양가격` and 2 other fields	High correlation
`잔금` is highly overall correlated with `분양가격` and 2 other fields	High correlation
`공고종류` is highly overall correlated with `입주예정월`	High correlation
`융자금` is highly overall correlated with `분양가격` and 2 other fields	High correlation
`입주예정월` is highly overall correlated with `분양가격` and 5 other fields	High correlation
`중도금합계` has 66 (20.5%) missing values	Missing

Reproduction

Analysis started	2023-12-12 22:26:47.689154
Analysis finished	2023-12-12 22:26:52.296615
Duration	4.61 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

공고종류
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

일반공고	193
정정공고	129

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반공고	193	59.9%
정정공고	129	40.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반공고	193	59.9%
정정공고	129	40.1%

공고구분
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

신규최초모집(부동산원대행)	322

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	신규최초모집(부동산원대행)
2nd row	신규최초모집(부동산원대행)
3rd row	신규최초모집(부동산원대행)
4th row	신규최초모집(부동산원대행)
5th row	신규최초모집(부동산원대행)

Common Values

Value	Count	Frequency (%)
신규최초모집(부동산원대행)	322	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
신규최초모집(부동산원대행	322	100.0%

공고명
Text

Distinct	64
Distinct (%)	19.9%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	47
Median length	37
Mean length	29.993789
Min length	18

Characters and Unicode

Total characters	9658
Distinct characters	154
Distinct categories	9 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	전주만성 A1블록 공공분양주택 입주자 모집공고
2nd row	전주만성 A1블록 공공분양주택 입주자 모집공고
3rd row	전주만성 A1블록 공공분양주택 입주자 모집공고
4th row	전주만성 A1블록 공공분양주택 입주자 모집공고
5th row	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고

Value	Count	Frequency (%)
공공분양주택	230	15.7%
입주자모집공고	200	13.7%
모집공고	91	6.2%
입주자	91	6.2%
공공분양	56	3.8%
입주자모집	24	1.6%
공고	21	1.4%
1블록	19	1.3%
s3bl	14	1.0%
의정부고산	14	1.0%
Other values (116)	705	48.1%

Most occurring characters

Value	Count	Frequency (%)
	1158	12.0%
공	1083	11.2%
주	626	6.5%
고	514	5.3%
정	382	4.0%
모	329	3.4%
양	327	3.4%
집	322	3.3%
자	322	3.3%
입	322	3.3%
Other values (144)	4273	44.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6854	71.0%
Space Separator	1158	12.0%
Decimal Number	651	6.7%
Uppercase Letter	457	4.7%
Close Punctuation	194	2.0%
Open Punctuation	194	2.0%
Dash Punctuation	131	1.4%
Other Punctuation	14	0.1%
Lowercase Letter	5	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
공	1083	15.8%
주	626	9.1%
고	514	7.5%
정	382	5.6%
모	329	4.8%
양	327	4.8%
집	322	4.7%
자	322	4.7%
입	322	4.7%
분	295	4.3%
Other values (120)	2332	34.0%

Decimal Number

Value	Count	Frequency (%)
3	169	26.0%
1	145	22.3%
2	139	21.4%
4	53	8.1%
0	34	5.2%
6	33	5.1%
5	33	5.1%
7	23	3.5%
9	12	1.8%
8	10	1.5%

Uppercase Letter

Value	Count	Frequency (%)
A	180	39.4%
B	130	28.4%
L	74	16.2%
S	39	8.5%
M	20	4.4%
H	14	3.1%

Close Punctuation

Value	Count	Frequency (%)
]	154	79.4%
)	40	20.6%

Open Punctuation

Value	Count	Frequency (%)
[	154	79.4%
(	40	20.6%

Space Separator

Value	Count	Frequency (%)
	1158	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	131	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	14	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6854	71.0%
Common	2342	24.2%
Latin	462	4.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
공	1083	15.8%
주	626	9.1%
고	514	7.5%
정	382	5.6%
모	329	4.8%
양	327	4.8%
집	322	4.7%
자	322	4.7%
입	322	4.7%
분	295	4.3%
Other values (120)	2332	34.0%

Common

Value	Count	Frequency (%)
	1158	49.4%
3	169	7.2%
]	154	6.6%
[	154	6.6%
1	145	6.2%
2	139	5.9%
-	131	5.6%
4	53	2.3%
)	40	1.7%
(	40	1.7%
Other values (7)	159	6.8%

Latin

Value	Count	Frequency (%)
A	180	39.0%
B	130	28.1%
L	74	16.0%
S	39	8.4%
M	20	4.3%
H	14	3.0%
a	5	1.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6854	71.0%
ASCII	2804	29.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1158	41.3%
A	180	6.4%
3	169	6.0%
]	154	5.5%
[	154	5.5%
1	145	5.2%
2	139	5.0%
-	131	4.7%
B	130	4.6%
L	74	2.6%
Other values (14)	370	13.2%

Hangul

Value	Count	Frequency (%)
공	1083	15.8%
주	626	9.1%
고	514	7.5%
정	382	5.6%
모	329	4.8%
양	327	4.8%
집	322	4.7%
자	322	4.7%
입	322	4.7%
분	295	4.3%
Other values (120)	2332	34.0%

소재지
Text

Distinct	66
Distinct (%)	20.5%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	55
Median length	37
Mean length	25.996894
Min length	13

Characters and Unicode

Total characters	8371
Distinct characters	201
Distinct categories	9 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	전라북도 전주시 덕진구 만성동로 16 (만성동)
2nd row	전라북도 전주시 덕진구 만성동로 16 (만성동)
3rd row	전라북도 전주시 덕진구 만성동로 16 (만성동)
4th row	전라북도 전주시 덕진구 만성동로 16 (만성동)
5th row	세종특별자치시 소담동 일원

Value	Count	Frequency (%)
경기도	180	10.0%
일원	78	4.3%
내	51	2.8%
인천광역시	40	2.2%
시흥시	27	1.5%
하남시	25	1.4%
화성시	25	1.4%
30	20	1.1%
세종특별자치시	20	1.1%
감일동	20	1.1%
Other values (218)	1312	73.0%

Most occurring characters

Value	Count	Frequency (%)
	1558	18.6%
동	438	5.2%
시	367	4.4%
도	242	2.9%
구	197	2.4%
경	195	2.3%
기	180	2.2%
지	168	2.0%
1	165	2.0%
3	158	1.9%
Other values (191)	4703	56.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5549	66.3%
Space Separator	1558	18.6%
Decimal Number	830	9.9%
Uppercase Letter	192	2.3%
Open Punctuation	95	1.1%
Close Punctuation	95	1.1%
Dash Punctuation	45	0.5%
Lowercase Letter	5	0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	438	7.9%
시	367	6.6%
도	242	4.4%
구	197	3.6%
경	195	3.5%
기	180	3.2%
지	168	3.0%
원	131	2.4%
일	127	2.3%
로	116	2.1%
Other values (169)	3388	61.1%

Decimal Number

Value	Count	Frequency (%)
1	165	19.9%
3	158	19.0%
2	108	13.0%
4	73	8.8%
0	73	8.8%
6	59	7.1%
5	50	6.0%
9	50	6.0%
7	48	5.8%
8	46	5.5%

Uppercase Letter

Value	Count	Frequency (%)
A	59	30.7%
B	48	25.0%
L	46	24.0%
H	19	9.9%
S	14	7.3%
M	6	3.1%

Space Separator

Value	Count	Frequency (%)
	1558	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	95	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	95	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	45	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	5	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5549	66.3%
Common	2625	31.4%
Latin	197	2.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	438	7.9%
시	367	6.6%
도	242	4.4%
구	197	3.6%
경	195	3.5%
기	180	3.2%
지	168	3.0%
원	131	2.4%
일	127	2.3%
로	116	2.1%
Other values (169)	3388	61.1%

Common

Value	Count	Frequency (%)
	1558	59.4%
1	165	6.3%
3	158	6.0%
2	108	4.1%
(	95	3.6%
)	95	3.6%
4	73	2.8%
0	73	2.8%
6	59	2.2%
5	50	1.9%
Other values (5)	191	7.3%

Latin

Value	Count	Frequency (%)
A	59	29.9%
B	48	24.4%
L	46	23.4%
H	19	9.6%
S	14	7.1%
M	6	3.0%
a	5	2.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5549	66.3%
ASCII	2822	33.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1558	55.2%
1	165	5.8%
3	158	5.6%
2	108	3.8%
(	95	3.4%
)	95	3.4%
4	73	2.6%
0	73	2.6%
6	59	2.1%
A	59	2.1%
Other values (12)	379	13.4%

Hangul

Value	Count	Frequency (%)
동	438	7.9%
시	367	6.6%
도	242	4.4%
구	197	3.6%
경	195	3.5%
기	180	3.2%
지	168	3.0%
원	131	2.4%
일	127	2.3%
로	116	2.1%
Other values (169)	3388	61.1%

금회분양주택형
Text

Distinct	190
Distinct (%)	59.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	2898
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	137 ?
Unique (%)	42.5%

Sample

1st row	059.9600A
2nd row	059.9600B
3rd row	059.9600C
4th row	059.9300D
5th row	059.0000A

Value	Count	Frequency (%)
059.0000a	11	3.4%
059.0000b	10	3.1%
074.0000h	8	2.5%
059.0000o	8	2.5%
084.0000o	8	2.5%
059.0000c	7	2.2%
059.0000d	6	1.9%
084.0000h	6	1.9%
074.9900a	5	1.6%
059.9800a	5	1.6%
Other values (180)	248	77.0%

Most occurring characters

Value	Count	Frequency (%)
0	1170	40.4%
.	322	11.1%
9	273	9.4%
4	196	6.8%
8	185	6.4%
5	174	6.0%
7	133	4.6%
A	124	4.3%
B	80	2.8%
1	42	1.4%
Other values (12)	199	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2254	77.8%
Other Punctuation	322	11.1%
Uppercase Letter	322	11.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	124	38.5%
B	80	24.8%
C	35	10.9%
H	29	9.0%
O	21	6.5%
D	14	4.3%
E	8	2.5%
T	5	1.6%
F	3	0.9%
G	2	0.6%

Decimal Number

Value	Count	Frequency (%)
0	1170	51.9%
9	273	12.1%
4	196	8.7%
8	185	8.2%
5	174	7.7%
7	133	5.9%
1	42	1.9%
6	37	1.6%
2	23	1.0%
3	21	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	322	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2576	88.9%
Latin	322	11.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1170	45.4%
.	322	12.5%
9	273	10.6%
4	196	7.6%
8	185	7.2%
5	174	6.8%
7	133	5.2%
1	42	1.6%
6	37	1.4%
2	23	0.9%

Latin

Value	Count	Frequency (%)
A	124	38.5%
B	80	24.8%
C	35	10.9%
H	29	9.0%
O	21	6.5%
D	14	4.3%
E	8	2.5%
T	5	1.6%
F	3	0.9%
G	2	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2898	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1170	40.4%
.	322	11.1%
9	273	9.4%
4	196	6.8%
8	185	6.4%
5	174	6.0%
7	133	4.6%
A	124	4.3%
B	80	2.8%
1	42	1.4%
Other values (12)	199	6.9%

세대수
Real number (ℝ)

Distinct	198
Distinct (%)	61.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	221.59627

Minimum	1
Maximum	1369
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	72
median	154.5
Q3	313.75
95-th percentile	645.35
Maximum	1369
Range	1368
Interquartile range (IQR)	241.75

Descriptive statistics

Standard deviation	212.04378
Coefficient of variation (CV)	0.95689236
Kurtosis	3.3070758
Mean	221.59627
Median Absolute Deviation (MAD)	105
Skewness	1.6332674
Sum	71354
Variance	44962.565
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	6	1.9%
359	5	1.6%
20	5	1.6%
156	4	1.2%
66	4	1.2%
287	4	1.2%
205	4	1.2%
116	4	1.2%
72	4	1.2%
5	4	1.2%
Other values (188)	278	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.6%
2	6	1.9%
3	1	0.3%
5	4	1.2%
6	1	0.3%
10	1	0.3%
12	1	0.3%
13	3	0.9%
14	1	0.3%
15	3	0.9%

Value	Count	Frequency (%)
1369	1	0.3%
899	2	0.6%
869	3	0.9%
866	1	0.3%
844	1	0.3%
782	1	0.3%
751	3	0.9%
699	1	0.3%
688	3	0.9%
647	1	0.3%

전용면적
Real number (ℝ)

Distinct	134
Distinct (%)	41.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.935404

Minimum	49.93
Maximum	84.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	49.93
5-th percentile	59.4415
Q1	59.9225
median	74.73
Q3	84.6775
95-th percentile	84.9595
Maximum	84.99
Range	35.06
Interquartile range (IQR)	24.755

Descriptive statistics

Standard deviation	11.480416
Coefficient of variation (CV)	0.16184324
Kurtosis	-1.6439008
Mean	70.935404
Median Absolute Deviation (MAD)	10.24
Skewness	0.030759977
Sum	22841.2
Variance	131.79995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.98	13	4.0%
59.96	10	3.1%
59.97	10	3.1%
59.99	10	3.1%
59.94	9	2.8%
84.98	8	2.5%
59.95	8	2.5%
84.71	8	2.5%
59.92	7	2.2%
74.99	7	2.2%
Other values (124)	232	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.93	1	0.3%
49.98	1	0.3%
51.62	1	0.3%
51.71	1	0.3%
51.76	1	0.3%
51.79	1	0.3%
51.91	1	0.3%
51.93	1	0.3%
51.94	1	0.3%
51.98	2	0.6%

Value	Count	Frequency (%)
84.99	2	0.6%
84.98	8	2.5%
84.97	6	1.9%
84.96	1	0.3%
84.95	5	1.6%
84.94	4	1.2%
84.92	2	0.6%
84.91	2	0.6%
84.9	1	0.3%
84.89	5	1.6%

분양가격
Real number (ℝ)

HIGH CORRELATION

Distinct	309
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1717797 × 10⁸

Minimum	242000
Maximum	7.27793 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	242000
5-th percentile	1.9010555 × 10⁸
Q1	2.415 × 10⁸
median	3.036515 × 10⁸
Q3	3.8181575 × 10⁸
95-th percentile	4.9814195 × 10⁸
Maximum	7.27793 × 10⁸
Range	7.27551 × 10⁸
Interquartile range (IQR)	1.4031575 × 10⁸

Descriptive statistics

Standard deviation	1.0603512 × 10⁸
Coefficient of variation (CV)	0.33430797
Kurtosis	1.7622766
Mean	3.1717797 × 10⁸
Median Absolute Deviation (MAD)	67828000
Skewness	0.68563741
Sum	1.0213131 × 10¹¹
Variance	1.1243448 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
194976000	3	0.9%
207000000	3	0.9%
268000000	2	0.6%
356400000	2	0.6%
189856000	2	0.6%
256098000	2	0.6%
332000	2	0.6%
178980000	2	0.6%
275153000	2	0.6%
304800000	2	0.6%
Other values (299)	300	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
242000	1	0.3%
244700	1	0.3%
332000	2	0.6%
173300000	1	0.3%
178980000	2	0.6%
179010000	1	0.3%
179040000	1	0.3%
187934000	1	0.3%
188341000	1	0.3%
188691000	1	0.3%

Value	Count	Frequency (%)
727793000	1	0.3%
724971000	1	0.3%
655830000	1	0.3%
655680000	1	0.3%
628961000	1	0.3%
601105000	1	0.3%
560670000	1	0.3%
557505000	1	0.3%
555765000	1	0.3%
548574000	1	0.3%

계약금
Real number (ℝ)

HIGH CORRELATION

Distinct	299
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35067093

Minimum	25000
Maximum	1.20221 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	25000
5-th percentile	19497000
Q1	25492500
median	32115000
Q3	41406250
95-th percentile	61496450
Maximum	1.20221 × 10⁸
Range	1.20196 × 10⁸
Interquartile range (IQR)	15913750

Descriptive statistics

Standard deviation	14155928
Coefficient of variation (CV)	0.40368125
Kurtosis	5.4190812
Mean	35067093
Median Absolute Deviation (MAD)	7390000
Skewness	1.4572822
Sum	1.1291604 × 10¹⁰
Variance	2.003903 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17900000	4	1.2%
19497000	3	0.9%
21000000	3	0.9%
27000000	3	0.9%
33000	2	0.6%
38727000	2	0.6%
33227000	2	0.6%
38551000	2	0.6%
55030000	2	0.6%
28477000	2	0.6%
Other values (289)	297	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25000	2	0.6%
33000	2	0.6%
17900000	4	1.2%
18000000	1	0.3%
18793000	1	0.3%
18834000	1	0.3%
18869000	1	0.3%
18905000	1	0.3%
18912000	1	0.3%
18915000	1	0.3%

Value	Count	Frequency (%)
120221000	1	0.3%
106122000	1	0.3%
72779000	1	0.3%
72497000	1	0.3%
67280000	1	0.3%
66900000	1	0.3%
66691000	1	0.3%
65828000	1	0.3%
65745000	1	0.3%
65583000	1	0.3%

중도금합계
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	243
Distinct (%)	94.9%
Missing	66
Missing (%)	20.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.125129 × 10⁸

Minimum	72600
Maximum	2.59312 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	72600
5-th percentile	31405000
Q1	72100000
median	1.13659 × 10⁸
Q3	1.541875 × 10⁸
95-th percentile	1.970825 × 10⁸
Maximum	2.59312 × 10⁸
Range	2.592394 × 10⁸
Interquartile range (IQR)	82087500

Descriptive statistics

Standard deviation	52859498
Coefficient of variation (CV)	0.46980834
Kurtosis	-0.60215025
Mean	1.125129 × 10⁸
Median Absolute Deviation (MAD)	40659000
Skewness	0.07354081
Sum	2.8803302 × 10¹⁰
Variance	2.7941265 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35800000	4	1.2%
58484000	3	0.9%
62000000	3	0.9%
80000000	3	0.9%
21029000	2	0.6%
71200000	2	0.6%
91400000	2	0.6%
82400000	2	0.6%
187759000	1	0.3%
165740000	1	0.3%
Other values (233)	233	72.4%
(Missing)	66	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
72600	1	0.3%
73420	1	0.3%
132000	1	0.3%
133000	1	0.3%
18793000	1	0.3%
18834000	1	0.3%
18869000	1	0.3%
20783000	1	0.3%
21029000	2	0.6%
21049000	1	0.3%

Value	Count	Frequency (%)
259312000	1	0.3%
250811000	1	0.3%
228788000	1	0.3%
224837000	1	0.3%
221646000	1	0.3%
207054000	1	0.3%
206898000	1	0.3%
201880000	1	0.3%
201449000	1	0.3%
199360000	1	0.3%

잔금
Real number (ℝ)

HIGH CORRELATION

Distinct	309
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4178918 × 10⁸

Minimum	89400
Maximum	4.54455 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.0 KiB

Quantile statistics

Minimum	89400
5-th percentile	61920850
Q1	1.0366475 × 10⁸
median	1.35388 × 10⁸
Q3	1.73282 × 10⁸
95-th percentile	2.4272895 × 10⁸
Maximum	4.54455 × 10⁸
Range	4.543656 × 10⁸
Interquartile range (IQR)	69617250

Descriptive statistics

Standard deviation	63354750
Coefficient of variation (CV)	0.44682358
Kurtosis	4.4118531
Mean	1.4178918 × 10⁸
Median Absolute Deviation (MAD)	36133500
Skewness	1.2082616
Sum	4.5656117 × 10¹⁰
Variance	4.0138243 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61994000	3	0.9%
49000000	3	0.9%
86000000	2	0.6%
174600000	2	0.6%
86379000	2	0.6%
149879000	2	0.6%
91000	2	0.6%
70280000	2	0.6%
165122000	2	0.6%
108000000	2	0.6%
Other values (299)	300	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
89400	1	0.3%
91000	2	0.6%
91280	1	0.3%
22022000	1	0.3%
23675000	1	0.3%
24041000	1	0.3%
24683000	1	0.3%
35823000	1	0.3%
37421000	1	0.3%
39394000	1	0.3%

Value	Count	Frequency (%)
454455000	1	0.3%
452480000	1	0.3%
405884000	1	0.3%
385272000	1	0.3%
349489000	1	0.3%
318497000	1	0.3%
318408000	1	0.3%
257802000	1	0.3%
256400000	1	0.3%
250800000	1	0.3%

융자금
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

75000000	129
55000000	122
0	67
55000	2
75000	2

Length

Max length	8
Median length	8
Mean length	6.5062112
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	55000000
2nd row	55000000
3rd row	55000000
4th row	55000000
5th row	55000000

Common Values

Value	Count	Frequency (%)
75000000	129	40.1%
55000000	122	37.9%
0	67	20.8%
55000	2	0.6%
75000	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
75000000	129	40.1%
55000000	122	37.9%
0	67	20.8%
55000	2	0.6%
75000	2	0.6%

입주예정월
Categorical

HIGH CORRELATION

Distinct	44
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

2021-09	21
2023-12	19
2021-11	18
2018-11	15
2019-10	15
Other values (39)	234

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018-02
2nd row	2018-02
3rd row	2018-02
4th row	2018-02
5th row	2017-10

Common Values

Value	Count	Frequency (%)
2021-09	21	6.5%
2023-12	19	5.9%
2021-11	18	5.6%
2018-11	15	4.7%
2019-10	15	4.7%
2026-02	15	4.7%
2017-10	14	4.3%
2023-06	13	4.0%
2024-02	12	3.7%
2020-10	11	3.4%
Other values (34)	169	52.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2021-09	21	6.5%
2023-12	19	5.9%
2021-11	18	5.6%
2018-11	15	4.7%
2019-10	15	4.7%
2026-02	15	4.7%
2017-10	14	4.3%
2023-06	13	4.0%
2024-02	12	3.7%
2020-10	11	3.4%
Other values (34)	169	52.5%

Heatmap
Table

	공고종류	공고명	소재지	세대수	전용면적	분양가격	계약금	중도금합계	잔금	융자금	입주예정월
공고종류	1.000	1.000	1.000	0.251	0.226	0.382	0.272	0.493	0.367	0.165	0.951
공고명	1.000	1.000	1.000	0.864	0.598	0.954	0.972	0.956	0.952	0.992	1.000
소재지	1.000	1.000	1.000	0.847	0.568	0.954	0.963	0.955	0.952	0.992	1.000
세대수	0.251	0.864	0.847	1.000	0.000	0.218	0.247	0.296	0.190	0.240	0.797
전용면적	0.226	0.598	0.568	0.000	1.000	0.362	0.362	0.273	0.221	0.619	0.570
분양가격	0.382	0.954	0.954	0.218	0.362	1.000	0.969	0.718	0.944	0.768	0.921
계약금	0.272	0.972	0.963	0.247	0.362	0.969	1.000	0.665	0.932	0.800	0.920
중도금합계	0.493	0.956	0.955	0.296	0.273	0.718	0.665	1.000	0.649	0.634	0.923
잔금	0.367	0.952	0.952	0.190	0.221	0.944	0.932	0.649	1.000	0.462	0.910
융자금	0.165	0.992	0.992	0.240	0.619	0.768	0.800	0.634	0.462	1.000	0.934
입주예정월	0.951	1.000	1.000	0.797	0.570	0.921	0.920	0.923	0.910	0.934	1.000

Heatmap
Table

	공고종류	입주예정월	융자금
공고종류	1.000	0.787	0.201
입주예정월	0.787	1.000	0.700
융자금	0.201	0.700	1.000

Heatmap
Table

	세대수	전용면적	분양가격	계약금	중도금합계	잔금	공고종류	융자금	입주예정월
세대수	1.000	0.071	0.029	0.086	-0.077	0.124	0.186	0.148	0.421
전용면적	0.071	1.000	0.319	0.182	0.325	0.164	0.168	0.440	0.237
분양가격	0.029	0.319	1.000	0.861	0.794	0.545	0.383	0.579	0.624
계약금	0.086	0.182	0.861	1.000	0.768	0.613	0.284	0.564	0.653
중도금합계	-0.077	0.325	0.794	0.768	1.000	0.292	0.376	0.334	0.604
잔금	0.124	0.164	0.545	0.613	0.292	1.000	0.368	0.313	0.594
공고종류	0.186	0.168	0.383	0.284	0.376	0.368	1.000	0.201	0.787
융자금	0.148	0.440	0.579	0.564	0.334	0.313	0.201	1.000	0.700
입주예정월	0.421	0.237	0.624	0.653	0.604	0.594	0.787	0.700	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

	공고종류	공고구분	공고명	소재지	금회분양주택형	세대수	전용면적	분양가격	계약금	중도금합계	잔금	융자금	입주예정월
0	일반공고	신규최초모집(부동산원대행)	전주만성 A1블록 공공분양주택 입주자 모집공고	전라북도 전주시 덕진구 만성동로 16 (만성동)	059.9600A	546	59.96	194847000	19484000	58445000	61917000	55000000	2018-02
1	일반공고	신규최초모집(부동산원대행)	전주만성 A1블록 공공분양주택 입주자 모집공고	전라북도 전주시 덕진구 만성동로 16 (만성동)	059.9600B	55	59.96	194976000	19497000	58484000	61994000	55000000	2018-02
2	일반공고	신규최초모집(부동산원대행)	전주만성 A1블록 공공분양주택 입주자 모집공고	전라북도 전주시 덕진구 만성동로 16 (만성동)	059.9600C	55	59.96	194976000	19497000	58484000	61994000	55000000	2018-02
3	일반공고	신규최초모집(부동산원대행)	전주만성 A1블록 공공분양주택 입주자 모집공고	전라북도 전주시 덕진구 만성동로 16 (만성동)	059.9300D	55	59.93	194976000	19497000	58484000	61994000	55000000	2018-02
4	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000A	899	59.92	200614000	20796000	59536000	65281000	55000000	2017-10
5	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000A	899	59.5	199413000	20610000	59130000	64672000	55000000	2017-10
6	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000B	184	59.77	198928000	20666000	59285000	63976000	55000000	2017-10
7	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000B	184	59.95	199507000	20788000	59507000	64211000	55000000	2017-10
8	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000C	81	59.7	200052000	20652000	59304000	65095000	55000000	2017-10
9	일반공고	신규최초모집(부동산원대행)	행정중심복합도시 3-3생활권 M6블록 공공분양주택 입주자모집공고	세종특별자치시 소담동 일원	059.0000C	81	59.97	200531000	20793000	59517000	65220000	55000000	2017-10

	공고종류	공고구분	공고명	소재지	금회분양주택형	세대수	전용면적	분양가격	계약금	중도금합계	잔금	융자금	입주예정월
312	정정공고	신규최초모집(부동산원대행)	[정정공고]인천영종 A-60블록 공공분양주택 입주자모집공고	인천광역시 중구 은하수로 229	084.8700A	400	84.87	386957000	38695000	154782000	118478000	75000000	2025-01
313	정정공고	신규최초모집(부동산원대행)	[정정공고]인천영종 A-60블록 공공분양주택 입주자모집공고	인천광역시 중구 은하수로 229	084.7600B	99	84.76	386645000	38664000	154658000	118322000	75000000	2025-01
314	정정공고	신규최초모집(부동산원대행)	[정정공고]인천영종 A-60블록 공공분양주택 입주자모집공고	인천광역시 중구 은하수로 229	084.7400C	66	84.74	385633000	38563000	154253000	117816000	75000000	2025-01
315	정정공고	신규최초모집(부동산원대행)	[정정공고]인천영종 A-60블록 공공분양주택 입주자모집공고	인천광역시 중구 은하수로 229	084.8700E	44	84.87	391530000	39153000	156612000	120765000	75000000	2025-01
316	정정공고	신규최초모집(부동산원대행)	[정정공고]성남복정1지구 A1블록 공공분양주택 입주자모집공고	경기도 성남시 수정구 복정동 창곡동 일원 성남복정1 공공주택지구 내 A1블록	051.0000O	184	51.93	628961000	62896000	125792000	385272000	55000000	2025-12
317	정정공고	신규최초모집(부동산원대행)	[정정공고]성남복정1지구 A1블록 공공분양주택 입주자모집공고	경기도 성남시 수정구 복정동 창곡동 일원 성남복정1 공공주택지구 내 A1블록	059.0000O	431	59.93	724971000	72497000	144994000	452480000	55000000	2025-12
318	정정공고	신규최초모집(부동산원대행)	[정정공고]성남복정1지구 A1블록 공공분양주택 입주자모집공고	경기도 성남시 수정구 복정동 창곡동 일원 성남복정1 공공주택지구 내 A1블록	059.0000O	431	59.99	727793000	72779000	145558000	454455000	55000000	2025-12
319	일반공고	신규최초모집(부동산원대행)	화성태안3 B-3블록 공공분양 입주자모집공고	경기도 화성시 송산동 203-1	084.0000O	688	84.48	395374000	39537000	118613000	162223000	75000000	2026-02
320	일반공고	신규최초모집(부동산원대행)	화성태안3 B-3블록 공공분양 입주자모집공고	경기도 화성시 송산동 203-1	084.0000O	688	84.97	393688000	39368000	118106000	161213000	75000000	2026-02
321	일반공고	신규최초모집(부동산원대행)	화성태안3 B-3블록 공공분양 입주자모집공고	경기도 화성시 송산동 203-1	084.0000O	688	84.89	391787000	39178000	117536000	160072000	75000000	2026-02

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Other Punctuation

Lowercase Letter

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

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Lowercase Letter

Other 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

Uppercase Letter

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Interactions

Correlations

Missing values

Sample