gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.4 MiB
Average record size in memory	145.0 B

Variable types

Numeric	8
Categorical	5
Text	2
DateTime	1

Dataset

Description	경기도 구리시 지역내 주택을 제외한 건물들의 시가표준액 정보를 제공(주소, 면적, 준공일자, 시가표준액 등)합니다.
URL	https://www.data.go.kr/data/15029571/fileData.do

Alerts

`관리기관명` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`번호` is highly overall correlated with `기준년월일`	High correlation
`연면적` is highly overall correlated with `전용면적` and 1 other fields	High correlation
`전용면적` is highly overall correlated with `연면적` and 1 other fields	High correlation
`시가표준액` is highly overall correlated with `연면적` and 1 other fields	High correlation
`기준년월일` is highly overall correlated with `번호`	High correlation
`공부상_지목` is highly imbalanced (72.5%)	Imbalance
`연면적` is highly skewed (γ1 = 44.09989858)	Skewed
`전용면적` is highly skewed (γ1 = 46.61814281)	Skewed
`공용면적` is highly skewed (γ1 = 26.42886946)	Skewed
`번호` has unique values	Unique
`전용면적` has 1704 (17.0%) zeros	Zeros
`공용면적` has 5049 (50.5%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 13:19:41.734919
Analysis finished	2023-12-12 13:19:52.299534
Duration	10.56 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31887.853

Minimum	1
Maximum	63685
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3137.7
Q1	15904.75
median	31931.5
Q3	47960.25
95-th percentile	60496.2
Maximum	63685
Range	63684
Interquartile range (IQR)	32055.5

Descriptive statistics

Standard deviation	18430.697
Coefficient of variation (CV)	0.57798489
Kurtosis	-1.2104815
Mean	31887.853
Median Absolute Deviation (MAD)	16029
Skewness	-0.0062745028
Sum	3.1887853 × 10⁸
Variance	3.396906 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49479	1	< 0.1%
2471	1	< 0.1%
29741	1	< 0.1%
40093	1	< 0.1%
43838	1	< 0.1%
58953	1	< 0.1%
48440	1	< 0.1%
18100	1	< 0.1%
47418	1	< 0.1%
20915	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
37	1	< 0.1%
38	1	< 0.1%
60	1	< 0.1%
64	1	< 0.1%
70	1	< 0.1%
75	1	< 0.1%
92	1	< 0.1%

Value	Count	Frequency (%)
63685	1	< 0.1%
63670	1	< 0.1%
63668	1	< 0.1%
63658	1	< 0.1%
63649	1	< 0.1%
63636	1	< 0.1%
63626	1	< 0.1%
63625	1	< 0.1%
63623	1	< 0.1%
63619	1	< 0.1%

기준년월일
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2018	3650
2017	3437
2019	2913

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019
2nd row	2018
3rd row	2019
4th row	2019
5th row	2017

Common Values

Value	Count	Frequency (%)
2018	3650	36.5%
2017	3437	34.4%
2019	2913	29.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2018	3650	36.5%
2017	3437	34.4%
2019	2913	29.1%

건물형태
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

일반	6027
집합	3973

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
일반	6027	60.3%
집합	3973	39.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
일반	6027	60.3%
집합	3973	39.7%

건물용도
Text

Distinct	113
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	30000
Distinct characters	28
Distinct categories	2 ?
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	22 ?
Unique (%)	0.2%

Sample

1st row	512
2nd row	362
3rd row	311
4th row	362
5th row	362

Value	Count	Frequency (%)
345	3007	30.1%
512	1241	12.4%
533	1072	10.7%
311	802	8.0%
362	782	7.8%
911	444	4.4%
53z	280	2.8%
302	275	2.8%
344	235	2.4%
421	170	1.7%
Other values (103)	1692	16.9%

Most occurring characters

Value	Count	Frequency (%)
3	8478	28.3%
5	5885	19.6%
1	5495	18.3%
4	4491	15.0%
2	2635	8.8%
6	1005	3.4%
9	709	2.4%
0	362	1.2%
Z	294	1.0%
B	149	0.5%
Other values (18)	497	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	29192	97.3%
Uppercase Letter	808	2.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Z	294	36.4%
B	149	18.4%
A	111	13.7%
D	69	8.5%
V	38	4.7%
C	27	3.3%
G	20	2.5%
Q	19	2.4%
K	18	2.2%
I	15	1.9%
Other values (8)	48	5.9%

Decimal Number

Value	Count	Frequency (%)
3	8478	29.0%
5	5885	20.2%
1	5495	18.8%
4	4491	15.4%
2	2635	9.0%
6	1005	3.4%
9	709	2.4%
0	362	1.2%
8	67	0.2%
7	65	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	29192	97.3%
Latin	808	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Z	294	36.4%
B	149	18.4%
A	111	13.7%
D	69	8.5%
V	38	4.7%
C	27	3.3%
G	20	2.5%
Q	19	2.4%
K	18	2.2%
I	15	1.9%
Other values (8)	48	5.9%

Common

Value	Count	Frequency (%)
3	8478	29.0%
5	5885	20.2%
1	5495	18.8%
4	4491	15.4%
2	2635	9.0%
6	1005	3.4%
9	709	2.4%
0	362	1.2%
8	67	0.2%
7	65	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	8478	28.3%
5	5885	19.6%
1	5495	18.3%
4	4491	15.0%
2	2635	8.8%
6	1005	3.4%
9	709	2.4%
0	362	1.2%
Z	294	1.0%
B	149	0.5%
Other values (18)	497	1.7%

건물구조
Real number (ℝ)

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.3687

Minimum	11
Maximum	81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	11
5-th percentile	21
Q1	21
median	21
Q3	21
95-th percentile	63
Maximum	81
Range	70
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	14.71222
Coefficient of variation (CV)	0.55794255
Kurtosis	4.1341632
Mean	26.3687
Median Absolute Deviation (MAD)	0
Skewness	2.3156689
Sum	263687
Variance	216.44941
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
21	7118	71.2%
22	702	7.0%
31	480	4.8%
11	442	4.4%
61	271	2.7%
74	229	2.3%
62	217	2.2%
67	146	1.5%
63	116	1.2%
41	115	1.1%
Other values (11)	164	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	442	4.4%
12	3	< 0.1%
21	7118	71.2%
22	702	7.0%
25	5	0.1%
26	15	0.1%
27	1	< 0.1%
31	480	4.8%
41	115	1.1%
45	11	0.1%

Value	Count	Frequency (%)
81	82	0.8%
74	229	2.3%
71	6	0.1%
69	1	< 0.1%
67	146	1.5%
65	3	< 0.1%
63	116	1.2%
62	217	2.2%
61	271	2.7%
51	36	0.4%

건물위치
Real number (ℝ)

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.5016

Minimum	1
Maximum	22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	14
median	16
Q3	18
95-th percentile	20
Maximum	22
Range	21
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.1968452
Coefficient of variation (CV)	0.20622679
Kurtosis	2.1229707
Mean	15.5016
Median Absolute Deviation (MAD)	2
Skewness	-0.97186494
Sum	155016
Variance	10.219819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
17	1693	16.9%
14	1421	14.2%
15	1176	11.8%
16	1158	11.6%
18	1021	10.2%
19	771	7.7%
13	765	7.6%
21	485	4.9%
12	353	3.5%
20	236	2.4%
Other values (12)	921	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	27	0.3%
2	18	0.2%
3	4	< 0.1%
4	59	0.6%
5	19	0.2%
6	11	0.1%
7	44	0.4%
8	143	1.4%
9	202	2.0%
10	170	1.7%

Value	Count	Frequency (%)
22	14	0.1%
21	485	4.9%
20	236	2.4%
19	771	7.7%
18	1021	10.2%
17	1693	16.9%
16	1158	11.6%
15	1176	11.8%
14	1421	14.2%
13	765	7.6%

건물지붕
Real number (ℝ)

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.2641

Minimum	11
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	11
median	11
Q3	99
95-th percentile	99
Maximum	99
Range	88
Interquartile range (IQR)	88

Descriptive statistics

Standard deviation	39.572525
Coefficient of variation (CV)	1.0619477
Kurtosis	-1.158022
Mean	37.2641
Median Absolute Deviation (MAD)	0
Skewness	0.90172128
Sum	372641
Variance	1565.9847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
11	6664	66.6%
99	2890	28.9%
31	223	2.2%
21	112	1.1%
41	80	0.8%
22	31	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	6664	66.6%
21	112	1.1%
22	31	0.3%
31	223	2.2%
41	80	0.8%
99	2890	28.9%

Value	Count	Frequency (%)
99	2890	28.9%
41	80	0.8%
31	223	2.2%
22	31	0.3%
21	112	1.1%
11	6664	66.6%

물건지_지번주소
Text

Distinct	6010
Distinct (%)	60.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	46
Median length	43
Mean length	24.29
Min length	13

Characters and Unicode

Total characters	242900
Distinct characters	290
Distinct categories	10 ?
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	3829 ?
Unique (%)	38.3%

Sample

1st row	경기도 구리시 사노동 110
2nd row	경기도 구리시 수택동 453-16
3rd row	경기도 구리시 교문동 731-10
4th row	경기도 구리시 교문동 737-15
5th row	경기도 구리시 인창동 672-4 9000동 8121호

Value	Count	Frequency (%)
구리시	10008	19.4%
경기도	10000	19.4%
수택동	2736	5.3%
인창동	2735	5.3%
교문동	2263	4.4%
0000동	1871	3.6%
갈매동	1204	2.3%
0001동	965	1.9%
9000동	829	1.6%
사노동	463	0.9%
Other values (3903)	18580	36.0%

Most occurring characters

Value	Count	Frequency (%)
	41654	17.1%
0	22446	9.2%
동	14405	5.9%
리	10658	4.4%
구	10562	4.3%
시	10026	4.1%
도	10015	4.1%
경	10012	4.1%
기	10007	4.1%
1	9306	3.8%
Other values (280)	93809	38.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	120288	49.5%
Decimal Number	72088	29.7%
Space Separator	41654	17.1%
Dash Punctuation	8305	3.4%
Uppercase Letter	369	0.2%
Lowercase Letter	122	0.1%
Open Punctuation	34	< 0.1%
Close Punctuation	34	< 0.1%
Letter Number	4	< 0.1%
Other Punctuation	2	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	14405	12.0%
리	10658	8.9%
구	10562	8.8%
시	10026	8.3%
도	10015	8.3%
경	10012	8.3%
기	10007	8.3%
호	4020	3.3%
인	2895	2.4%
창	2879	2.4%
Other values (245)	34809	28.9%

Uppercase Letter

Value	Count	Frequency (%)
C	112	30.4%
A	77	20.9%
B	66	17.9%
W	28	7.6%
T	28	7.6%
K	18	4.9%
D	12	3.3%
M	8	2.2%
S	5	1.4%
I	4	1.1%
Other values (5)	11	3.0%

Decimal Number

Value	Count	Frequency (%)
0	22446	31.1%
1	9306	12.9%
2	7053	9.8%
4	5924	8.2%
6	5802	8.0%
3	5083	7.1%
7	4571	6.3%
5	4347	6.0%
8	4201	5.8%
9	3355	4.7%

Lowercase Letter

Value	Count	Frequency (%)
e	38	31.1%
o	28	23.0%
w	28	23.0%
r	28	23.0%

Space Separator

Value	Count	Frequency (%)
	41654	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8305	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	34	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	34	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅰ	4	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	122117	50.3%
Hangul	120288	49.5%
Latin	495	0.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	14405	12.0%
리	10658	8.9%
구	10562	8.8%
시	10026	8.3%
도	10015	8.3%
경	10012	8.3%
기	10007	8.3%
호	4020	3.3%
인	2895	2.4%
창	2879	2.4%
Other values (245)	34809	28.9%

Latin

Value	Count	Frequency (%)
C	112	22.6%
A	77	15.6%
B	66	13.3%
e	38	7.7%
W	28	5.7%
T	28	5.7%
o	28	5.7%
w	28	5.7%
r	28	5.7%
K	18	3.6%
Other values (10)	44	8.9%

Common

Value	Count	Frequency (%)
	41654	34.1%
0	22446	18.4%
1	9306	7.6%
-	8305	6.8%
2	7053	5.8%
4	5924	4.9%
6	5802	4.8%
3	5083	4.2%
7	4571	3.7%
5	4347	3.6%
Other values (5)	7626	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122608	50.5%
Hangul	120288	49.5%
Number Forms	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	41654	34.0%
0	22446	18.3%
1	9306	7.6%
-	8305	6.8%
2	7053	5.8%
4	5924	4.8%
6	5802	4.7%
3	5083	4.1%
7	4571	3.7%
5	4347	3.5%
Other values (24)	8117	6.6%

Hangul

Value	Count	Frequency (%)
동	14405	12.0%
리	10658	8.9%
구	10562	8.8%
시	10026	8.3%
도	10015	8.3%
경	10012	8.3%
기	10007	8.3%
호	4020	3.3%
인	2895	2.4%
창	2879	2.4%
Other values (245)	34809	28.9%

Number Forms

Value	Count	Frequency (%)
Ⅰ	4	100.0%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5695
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.38586

Minimum	0.5
Maximum	40186.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.5
5-th percentile	10.04
Q1	35.58
median	75.28
Q3	157.305
95-th percentile	482.0025
Maximum	40186.57
Range	40186.07
Interquartile range (IQR)	121.725

Descriptive statistics

Standard deviation	553.7325
Coefficient of variation (CV)	3.4741632
Kurtosis	2898.7474
Mean	159.38586
Median Absolute Deviation (MAD)	48.38
Skewness	44.099899
Sum	1593858.6
Variance	306619.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.28	86	0.9%
42.82	77	0.8%
18.0	77	0.8%
27.0	37	0.4%
13.32	32	0.3%
49.53	30	0.3%
40.65	27	0.3%
7.73	25	0.2%
2.53	23	0.2%
7.13	22	0.2%
Other values (5685)	9564	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	< 0.1%
0.5982	1	< 0.1%
0.668	1	< 0.1%
0.8	2	< 0.1%
0.89	2	< 0.1%
1.0	1	< 0.1%
1.2	1	< 0.1%
1.3	1	< 0.1%
1.44	1	< 0.1%
1.7	1	< 0.1%

Value	Count	Frequency (%)
40186.57	1	< 0.1%
19660.29	1	< 0.1%
6029.86	1	< 0.1%
6026.94	3	< 0.1%
5794.7	1	< 0.1%
5735.46	1	< 0.1%
5405.08	1	< 0.1%
5362.98	1	< 0.1%
5280.31	1	< 0.1%
5068.8	1	< 0.1%

전용면적
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	4580
Distinct (%)	45.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.53541

Minimum	0
Maximum	40186.57
Zeros	1704
Zeros (%)	17.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	18
median	54
Q3	130.53
95-th percentile	431.709
Maximum	40186.57
Range	40186.57
Interquartile range (IQR)	112.53

Descriptive statistics

Standard deviation	542.94775
Coefficient of variation (CV)	4.0357237
Kurtosis	3142.3538
Mean	134.53541
Median Absolute Deviation (MAD)	49.5
Skewness	46.618143
Sum	1345354.1
Variance	294792.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1704	17.0%
18.0	80	0.8%
32.16	78	0.8%
27.0	50	0.5%
36.0	32	0.3%
34.79	30	0.3%
29.25	28	0.3%
3.6	26	0.3%
72.0	22	0.2%
73.5	21	0.2%
Other values (4570)	7929	79.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1704	17.0%
0.01	2	< 0.1%
0.06	1	< 0.1%
0.5	1	< 0.1%
0.5982	1	< 0.1%
0.668	1	< 0.1%
1.0	1	< 0.1%
1.3	1	< 0.1%
1.44	1	< 0.1%
1.9727	1	< 0.1%

Value	Count	Frequency (%)
40186.57	1	< 0.1%
19660.29	1	< 0.1%
6029.86	1	< 0.1%
6026.94	3	< 0.1%
5794.7	1	< 0.1%
5362.98	1	< 0.1%
5280.31	1	< 0.1%
5068.8	1	< 0.1%
4650.4	3	< 0.1%
4534.3	1	< 0.1%

공용면적
Real number (ℝ)

SKEWED ZEROS

Distinct	2712
Distinct (%)	27.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.850453

Minimum	0
Maximum	5735.46
Zeros	5049
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	19.06
95-th percentile	100.256
Maximum	5735.46
Range	5735.46
Interquartile range (IQR)	19.06

Descriptive statistics

Standard deviation	122.51461
Coefficient of variation (CV)	4.9300755
Kurtosis	1000.1228
Mean	24.850453
Median Absolute Deviation (MAD)	0
Skewness	26.428869
Sum	248504.53
Variance	15009.829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	5049	50.5%
11.28	88	0.9%
10.66	81	0.8%
13.32	32	0.3%
14.74	30	0.3%
4.13	28	0.3%
11.4	27	0.3%
2.53	23	0.2%
7.13	22	0.2%
11.93	20	0.2%
Other values (2702)	4600	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5049	50.5%
0.0546	1	< 0.1%
0.1671	1	< 0.1%
0.2186	1	< 0.1%
0.253	1	< 0.1%
0.2541	1	< 0.1%
0.2603	1	< 0.1%
0.3508	1	< 0.1%
0.3736	1	< 0.1%
0.3974	1	< 0.1%

Value	Count	Frequency (%)
5735.46	1	< 0.1%
5405.08	1	< 0.1%
3524.98	1	< 0.1%
3276.26	1	< 0.1%
1994.0	2	< 0.1%
1993.32	1	< 0.1%
1655.94	1	< 0.1%
1511.77	1	< 0.1%
1428.85	1	< 0.1%
1424.94	1	< 0.1%

공부상_지목
Categorical

IMBALANCE

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

08 대지	8261
01 전	382
28 잡종지	351
02 답	244
10 학교용지	151
Other values (19)	611

Length

Max length	8
Median length	5
Mean length	5.0935
Min length	4

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	04 목장용지
2nd row	08 대지
3rd row	08 대지
4th row	08 대지
5th row	08 대지

Common Values

Value	Count	Frequency (%)
08 대지	8261	82.6%
01 전	382	3.8%
28 잡종지	351	3.5%
02 답	244	2.4%
10 학교용지	151	1.5%
25 종교용지	99	1.0%
05 임야	92	0.9%
09 공장용지	81	0.8%
04 목장용지	78	0.8%
13 창고용지	60	0.6%
Other values (14)	201	2.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
08	8261	41.3%
대지	8261	41.3%
01	382	1.9%
전	382	1.9%
28	351	1.8%
잡종지	351	1.8%
02	244	1.2%
답	244	1.2%
10	151	0.8%
학교용지	151	0.8%
Other values (38)	1222	6.1%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8682
Distinct (%)	86.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77973465

Minimum	37440
Maximum	2.1474836 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	37440
5-th percentile	1633795.5
Q1	11659221
median	34159248
Q3	82227945
95-th percentile	2.5917724 × 10⁸
Maximum	2.1474836 × 10⁹
Range	2.1474462 × 10⁹
Interquartile range (IQR)	70568724

Descriptive statistics

Standard deviation	1.6496929 × 10⁸
Coefficient of variation (CV)	2.1157106
Kurtosis	70.527963
Mean	77973465
Median Absolute Deviation (MAD)	27688608
Skewness	7.2512101
Sum	7.7973465 × 10¹¹
Variance	2.7214866 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32115000	55	0.5%
5106456	35	0.4%
5116608	26	0.3%
5126760	25	0.2%
31172960	22	0.2%
45125520	16	0.2%
2147483647	15	0.1%
34423350	14	0.1%
5778216	12	0.1%
5754240	12	0.1%
Other values (8672)	9768	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37440	1	< 0.1%
73200	1	< 0.1%
74880	1	< 0.1%
82800	1	< 0.1%
92000	1	< 0.1%
97920	1	< 0.1%
99000	1	< 0.1%
106920	1	< 0.1%
117000	1	< 0.1%
120000	1	< 0.1%

Value	Count	Frequency (%)
2147483647	15	0.1%
2115537379	1	< 0.1%
2092680000	2	< 0.1%
2040435000	1	< 0.1%
2011590000	1	< 0.1%
1962044040	1	< 0.1%
1914940656	1	< 0.1%
1886966340	1	< 0.1%
1814662080	1	< 0.1%
1810505060	1	< 0.1%

관리기관명
Categorical

CONSTANT

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

경기도 구리시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도 구리시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기도	10000	50.0%
구리시	10000	50.0%

준공일자
Date

Distinct	1177
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	1923-12-31 00:00:00
Maximum	2019-02-19 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

데이터기준일자
Categorical

CONSTANT

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

2023-06-29	10000

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-06-29
2nd row	2023-06-29
3rd row	2023-06-29
4th row	2023-06-29
5th row	2023-06-29

Common Values

Value	Count	Frequency (%)
2023-06-29	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-06-29	10000	100.0%

Heatmap
Table

	번호	기준년월일	건물형태	건물구조	건물위치	건물지붕	연면적	전용면적	공용면적	공부상_지목	시가표준액
번호	1.000	0.953	0.317	0.191	0.383	0.347	0.042	0.042	0.032	0.198	0.119
기준년월일	0.953	1.000	0.038	0.078	0.051	0.093	0.000	0.011	0.024	0.000	0.013
건물형태	0.317	0.038	1.000	0.489	0.587	0.167	0.048	0.045	0.025	0.350	0.146
건물구조	0.191	0.078	0.489	1.000	0.450	0.483	0.073	0.081	0.000	0.597	0.107
건물위치	0.383	0.051	0.587	0.450	1.000	0.457	0.065	0.069	0.039	0.744	0.109
건물지붕	0.347	0.093	0.167	0.483	0.457	1.000	0.000	0.000	0.009	0.399	0.074
연면적	0.042	0.000	0.048	0.073	0.065	0.000	1.000	1.000	0.273	0.106	0.672
전용면적	0.042	0.011	0.045	0.081	0.069	0.000	1.000	1.000	0.000	0.078	0.653
공용면적	0.032	0.024	0.025	0.000	0.039	0.009	0.273	0.000	1.000	0.172	0.484
공부상_지목	0.198	0.000	0.350	0.597	0.744	0.399	0.106	0.078	0.172	1.000	0.306
시가표준액	0.119	0.013	0.146	0.107	0.109	0.074	0.672	0.653	0.484	0.306	1.000

Heatmap
Table

	건물형태	공부상_지목	기준년월일
건물형태	1.000	0.278	0.064
공부상_지목	0.278	1.000	0.000
기준년월일	0.064	0.000	1.000

Heatmap
Table

	번호	건물구조	건물위치	건물지붕	연면적	전용면적	공용면적	시가표준액	기준년월일	건물형태	공부상_지목
번호	1.000	-0.018	0.055	-0.014	-0.052	-0.028	-0.038	-0.047	0.948	0.243	0.073
건물구조	-0.018	1.000	-0.441	0.192	0.031	0.159	-0.422	-0.286	0.048	0.367	0.254
건물위치	0.055	-0.441	1.000	-0.204	-0.205	-0.281	0.366	-0.024	0.030	0.453	0.384
건물지붕	-0.014	0.192	-0.204	1.000	0.071	0.092	0.039	0.113	0.070	0.204	0.205
연면적	-0.052	0.031	-0.205	0.071	1.000	0.824	-0.054	0.854	0.000	0.032	0.050
전용면적	-0.028	0.159	-0.281	0.092	0.824	1.000	-0.446	0.695	0.011	0.030	0.037
공용면적	-0.038	-0.422	0.366	0.039	-0.054	-0.446	1.000	0.127	0.016	0.027	0.074
시가표준액	-0.047	-0.286	-0.024	0.113	0.854	0.695	0.127	1.000	0.008	0.112	0.117
기준년월일	0.948	0.048	0.030	0.070	0.000	0.011	0.016	0.008	1.000	0.064	0.000
건물형태	0.243	0.367	0.453	0.204	0.032	0.030	0.027	0.112	0.064	1.000	0.278
공부상_지목	0.073	0.254	0.384	0.205	0.050	0.037	0.074	0.117	0.000	0.278	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

	번호	기준년월일	건물형태	건물용도	건물구조	건물위치	건물지붕	물건지_지번주소	연면적	전용면적	공용면적	공부상_지목	시가표준액	관리기관명	준공일자	데이터기준일자
49478	49479	2019	일반	512	22	8	11	경기도 구리시 사노동 110	198.0	198.0	0.0	04 목장용지	54846000	경기도 구리시	2003-03-27	2023-06-29
42083	42084	2018	일반	362	21	14	11	경기도 구리시 수택동 453-16	75.9	75.9	0.0	08 대지	25350600	경기도 구리시	1986-12-31	2023-06-29
56453	56454	2019	일반	311	31	15	11	경기도 구리시 교문동 731-10	28.2172	27.36	0.8572	08 대지	5711161	경기도 구리시	1991-12-31	2023-06-29
58847	58848	2019	일반	362	26	15	11	경기도 구리시 교문동 737-15	64.83	64.83	0.0	08 대지	30492790	경기도 구리시	1990-12-31	2023-06-29
5473	5474	2017	집합	362	21	17	11	경기도 구리시 인창동 672-4 9000동 8121호	32.88	0.0	32.88	08 대지	14598720	경기도 구리시	1996-12-31	2023-06-29
23950	23951	2018	집합	302	21	17	99	경기도 구리시 갈매동 604-3 아름터프라자 0000동 0303호	277.9	149.13	128.77	08 대지	254000600	경기도 구리시	2016-08-01	2023-06-29
14657	14658	2017	일반	345	21	16	11	경기도 구리시 수택동 561-3	133.7438	130.1	3.6438	08 대지	104159671	경기도 구리시	2003-06-18	2023-06-29
12274	12275	2017	집합	911	21	16	11	경기도 구리시 교문동 735-7 구리미래타워 0001동 1203호	42.84	30.82	12.02	08 대지	23219280	경기도 구리시	1998-12-31	2023-06-29
58111	58112	2019	일반	302	21	17	11	경기도 구리시 교문동 228	287.3614	269.2	18.1614	08 대지	125979237	경기도 구리시	1996-12-31	2023-06-29
25337	25338	2018	집합	345	21	15	11	경기도 구리시 인창동 667-1 9000동 0103호	32.83	25.06	7.77	08 대지	18273178	경기도 구리시	1995-12-31	2023-06-29

	번호	기준년월일	건물형태	건물용도	건물구조	건물위치	건물지붕	물건지_지번주소	연면적	전용면적	공용면적	공부상_지목	시가표준액	관리기관명	준공일자	데이터기준일자
26676	26677	2018	집합	533	21	15	99	경기도 구리시 인창동 495-26 0000동 0106호	8.82	0.0	8.82	08 대지	3445092	경기도 구리시	2005-10-24	2023-06-29
49609	49610	2019	일반	512	41	8	99	경기도 구리시 사노동 573-23	158.4	158.4	0.0	04 목장용지	46411200	경기도 구리시	2006-05-11	2023-06-29
52764	52765	2019	일반	311	74	10	99	경기도 구리시 사노동 230	18.0	18.0	0.0	01 전	432000	경기도 구리시	2007-12-31	2023-06-29
33928	33929	2018	일반	362	21	17	11	경기도 구리시 교문동 228	646.1	605.27	40.83	08 대지	356647200	경기도 구리시	1996-12-31	2023-06-29
32933	32934	2018	일반	345	21	17	11	경기도 구리시 교문동 735-1	209.04	209.04	0.0	08 대지	91559520	경기도 구리시	1990-12-31	2023-06-29
59526	59527	2019	집합	431	21	17	99	경기도 구리시 교문동 282-1 중앙하이츠티움B동 0002동 0205호	102.6	66.5	36.1	08 대지	73051200	경기도 구리시	2006-10-01	2023-06-29
31179	31180	2018	일반	345	21	14	11	경기도 구리시 인창동 610-84	195.31	0.0	195.31	08 대지	57655512	경기도 구리시	1988-12-31	2023-06-29
15033	15034	2017	집합	533	21	19	99	경기도 구리시 수택동 534-2 0000동 0203호	29.912	0.0	29.912	08 대지	12895063	경기도 구리시	2005-10-30	2023-06-29
42807	42808	2018	일반	512	41	10	99	경기도 구리시 토평동 459-2	246.84	246.84	0.0	04 목장용지	76767240	경기도 구리시	2006-07-24	2023-06-29
33228	33229	2018	일반	423	51	12	22	경기도 구리시 교문동 346-22	66.0	66.0	0.0	08 대지	14520000	경기도 구리시	1995-12-31	2023-06-29

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

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Letter Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Number Forms

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample