gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	23
Duplicate rows (%)	0.2%
Total size in memory	1.3 MiB
Average record size in memory	138.0 B

Variable types

Categorical	5
Numeric	7
Text	2
DateTime	1

Dataset

Description	경기도 이천시 일반건축물 시가표준액에 대한 시도명, 시군구명, 지방자치단체코드, 물건지 주소, 시가표준금액, 연면적, 결정일자에 대한 정보를 제공
URL	https://www.data.go.kr/data/15080431/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 23 (0.2%) duplicate rows	Duplicates
`법정동` is highly overall correlated with `법정리`	High correlation
`법정리` is highly overall correlated with `법정동`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (87.3%)	Imbalance
`시가표준액` is highly skewed (γ1 = 24.0632339)	Skewed
`법정리` has 2254 (22.5%) zeros	Zeros
`부번` has 2303 (23.0%) zeros	Zeros
`동` has 3887 (38.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 15:25:22.817882
Analysis finished	2023-12-12 15:25:31.909637
Duration	9.09 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시도명
Categorical

CONSTANT

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

경기도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기도	10000	100.0%

시군구명
Categorical

CONSTANT

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

이천시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
이천시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
이천시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

41500	10000

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	41500
2nd row	41500
3rd row	41500
4th row	41500
5th row	41500

Common Values

Value	Count	Frequency (%)
41500	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41500	10000	100.0%

과세년도
Categorical

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

2017	5481
2018	4519

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
2017	5481	54.8%
2018	4519	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2017	5481	54.8%
2018	4519	45.2%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	271.6665

Minimum	101
Maximum	380
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	101
Q1	250
median	310
Q3	350
95-th percentile	370
Maximum	380
Range	279
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	97.548223
Coefficient of variation (CV)	0.35907343
Kurtosis	-0.83231255
Mean	271.6665
Median Absolute Deviation (MAD)	57
Skewness	-0.83418708
Sum	2716665
Variance	9515.6558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
253	994	9.9%
340	979	9.8%
310	926	9.3%
250	914	9.1%
360	817	8.2%
370	810	8.1%
350	765	7.6%
101	762	7.6%
320	706	7.1%
330	512	5.1%
Other values (15)	1815	18.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	762	7.6%
102	166	1.7%
103	308	3.1%
104	21	0.2%
105	19	0.2%
106	23	0.2%
107	48	0.5%
108	146	1.5%
109	208	2.1%
110	142	1.4%

Value	Count	Frequency (%)
380	323	3.2%
370	810	8.1%
360	817	8.2%
350	765	7.6%
340	979	9.8%
330	512	5.1%
320	706	7.1%
310	926	9.3%
253	994	9.9%
250	914	9.1%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.444

Minimum	0
Maximum	34
Zeros	2254
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	21
median	25
Q3	29
95-th percentile	32
Maximum	34
Range	34
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.507263
Coefficient of variation (CV)	0.5628675
Kurtosis	-0.54757022
Mean	20.444
Median Absolute Deviation (MAD)	4
Skewness	-1.0288817
Sum	204440
Variance	132.41711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	2254	22.5%
21	1075	10.8%
28	754	7.5%
30	731	7.3%
26	680	6.8%
29	632	6.3%
23	619	6.2%
25	611	6.1%
22	556	5.6%
31	460	4.6%
Other values (5)	1628	16.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2254	22.5%
21	1075	10.8%
22	556	5.6%
23	619	6.2%
24	446	4.5%
25	611	6.1%
26	680	6.8%
27	433	4.3%
28	754	7.5%
29	632	6.3%

Value	Count	Frequency (%)
34	84	0.8%
33	280	2.8%
32	385	3.9%
31	460	4.6%
30	731	7.3%
29	632	6.3%
28	754	7.5%
27	433	4.3%
26	680	6.8%
25	611	6.1%

특수지
Categorical

IMBALANCE

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

1	9826
2	174

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	9826	98.3%
2	174	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9826	98.3%
2	174	1.7%

본번
Real number (ℝ)

Distinct	874
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	325.9844

Minimum	1
Maximum	1546
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	17
Q1	132
median	288
Q3	463
95-th percentile	756
Maximum	1546
Range	1545
Interquartile range (IQR)	331

Descriptive statistics

Standard deviation	245.21892
Coefficient of variation (CV)	0.75224129
Kurtosis	1.4726477
Mean	325.9844
Median Absolute Deviation (MAD)	166
Skewness	1.0416157
Sum	3259844
Variance	60132.321
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	82	0.8%
1313	68	0.7%
345	59	0.6%
712	49	0.5%
427	48	0.5%
347	48	0.5%
213	44	0.4%
162	44	0.4%
165	43	0.4%
470	42	0.4%
Other values (864)	9473	94.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	82	0.8%
2	29	0.3%
3	30	0.3%
4	25	0.2%
5	33	0.3%
6	21	0.2%
7	26	0.3%
8	31	0.3%
9	37	0.4%
10	14	0.1%

Value	Count	Frequency (%)
1546	2	< 0.1%
1419	2	< 0.1%
1355	4	< 0.1%
1316	1	< 0.1%
1315	1	< 0.1%
1313	68	0.7%
1306	1	< 0.1%
1304	1	< 0.1%
1303	2	< 0.1%
1281	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	112
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8704

Minimum	0
Maximum	303
Zeros	2303
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	7
95-th percentile	26
Maximum	303
Range	303
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	14.843795
Coefficient of variation (CV)	2.160543
Kurtosis	103.4593
Mean	6.8704
Median Absolute Deviation (MAD)	3
Skewness	8.0476174
Sum	68704
Variance	220.33824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2303	23.0%
1	1681	16.8%
2	951	9.5%
3	763	7.6%
4	544	5.4%
5	535	5.3%
7	380	3.8%
6	377	3.8%
8	283	2.8%
9	244	2.4%
Other values (102)	1939	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2303	23.0%
1	1681	16.8%
2	951	9.5%
3	763	7.6%
4	544	5.4%
5	535	5.3%
6	377	3.8%
7	380	3.8%
8	283	2.8%
9	244	2.4%

Value	Count	Frequency (%)
303	1	< 0.1%
296	1	< 0.1%
272	1	< 0.1%
267	1	< 0.1%
258	1	< 0.1%
236	2	< 0.1%
219	1	< 0.1%
210	1	< 0.1%
198	1	< 0.1%
194	1	< 0.1%

동
Real number (ℝ)

ZEROS

Distinct	41
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	406.3192

Minimum	0
Maximum	9003
Zeros	3887
Zeros (%)	38.9%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	201
Maximum	9003
Range	9003
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1835.9526
Coefficient of variation (CV)	4.5184983
Kurtosis	17.410627
Mean	406.3192
Median Absolute Deviation (MAD)	0
Skewness	4.3867793
Sum	4063192
Variance	3370722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
1	5135	51.3%
0	3887	38.9%
9000	409	4.1%
2	294	2.9%
3	52	0.5%
101	36	0.4%
5000	35	0.4%
201	27	0.3%
301	14	0.1%
8001	7	0.1%
Other values (31)	104	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3887	38.9%
1	5135	51.3%
2	294	2.9%
3	52	0.5%
4	6	0.1%
5	7	0.1%
6	4	< 0.1%
7	5	0.1%
8	4	< 0.1%
9	7	0.1%

Value	Count	Frequency (%)
9003	1	< 0.1%
9002	1	< 0.1%
9001	6	0.1%
9000	409	4.1%
8001	7	0.1%
5001	6	0.1%
5000	35	0.4%
4444	5	0.1%
1000	2	< 0.1%
401	2	< 0.1%

호
Text

Distinct	339
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	5
Mean length	2.086
Min length	1

Characters and Unicode

Total characters	20860
Distinct characters	14
Distinct categories	4 ?
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	166 ?
Unique (%)	1.7%

Sample

1st row	202
2nd row	1
3rd row	8
4th row	1
5th row	8102

Value	Count	Frequency (%)
1	1861	18.6%
101	1070	10.7%
2	845	8.4%
0	598	6.0%
3	594	5.9%
9000	568	5.7%
102	442	4.4%
4	373	3.7%
5	251	2.5%
202	213	2.1%
Other values (330)	3187	31.9%

Most occurring characters

Value	Count	Frequency (%)
1	6639	31.8%
0	6610	31.7%
2	2535	12.2%
3	1466	7.0%
9	1061	5.1%
4	877	4.2%
5	573	2.7%
8	438	2.1%
6	392	1.9%
7	262	1.3%
Other values (4)	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20853	> 99.9%
Other Letter	4	< 0.1%
Space Separator	2	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6639	31.8%
0	6610	31.7%
2	2535	12.2%
3	1466	7.0%
9	1061	5.1%
4	877	4.2%
5	573	2.7%
8	438	2.1%
6	392	1.9%
7	262	1.3%

Other Letter

Value	Count	Frequency (%)
월	2	50.0%
일	2	50.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20856	> 99.9%
Hangul	4	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	6639	31.8%
0	6610	31.7%
2	2535	12.2%
3	1466	7.0%
9	1061	5.1%
4	877	4.2%
5	573	2.7%
8	438	2.1%
6	392	1.9%
7	262	1.3%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
월	2	50.0%
일	2	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20856	> 99.9%
Hangul	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6639	31.8%
0	6610	31.7%
2	2535	12.2%
3	1466	7.0%
9	1061	5.1%
4	877	4.2%
5	573	2.7%
8	438	2.1%
6	392	1.9%
7	262	1.3%
Other values (2)	3	< 0.1%

Hangul

Value	Count	Frequency (%)
월	2	50.0%
일	2	50.0%

물건지
Text

Distinct	8887
Distinct (%)	88.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	35
Median length	32
Mean length	25.8768
Min length	15

Characters and Unicode

Total characters	258768
Distinct characters	179
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	8008 ?
Unique (%)	80.1%

Sample

1st row	[ 증신로291번길 133 ] 0000동 0202호
2nd row	[ 대월로 832 ] 0000동 0001호
3rd row	경기도 이천시 대월면 부필리 385-2 1동 8호
4th row	경기도 이천시 사음동 164-17 1호
5th row	경기도 이천시 마장면 해월리 33 1동 8102호

Value	Count	Frequency (%)
경기도	7087	11.2%
이천시	7087	11.2%
	5826	9.2%
1동	3631	5.8%
0001동	1504	2.4%
1호	1242	2.0%
0000동	1174	1.9%
모가면	721	1.1%
2호	707	1.1%
설성면	702	1.1%
Other values (4904)	33359	52.9%

Most occurring characters

Value	Count	Frequency (%)
	53040	20.5%
0	24491	9.5%
1	19749	7.6%
호	10798	4.2%
동	8680	3.4%
2	8186	3.2%
천	7693	3.0%
이	7668	3.0%
경	7556	2.9%
도	7381	2.9%
Other values (169)	103526	40.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	112339	43.4%
Decimal Number	81331	31.4%
Space Separator	53040	20.5%
Dash Punctuation	6232	2.4%
Open Punctuation	2913	1.1%
Close Punctuation	2913	1.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	10798	9.6%
동	8680	7.7%
천	7693	6.8%
이	7668	6.8%
경	7556	6.7%
도	7381	6.6%
시	7136	6.4%
기	7087	6.3%
리	6442	5.7%
면	4697	4.2%
Other values (155)	37201	33.1%

Decimal Number

Value	Count	Frequency (%)
0	24491	30.1%
1	19749	24.3%
2	8186	10.1%
3	6067	7.5%
4	4905	6.0%
5	4022	4.9%
9	3995	4.9%
6	3435	4.2%
7	3395	4.2%
8	3086	3.8%

Space Separator

Value	Count	Frequency (%)
	53040	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6232	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2913	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2913	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	146429	56.6%
Hangul	112339	43.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	10798	9.6%
동	8680	7.7%
천	7693	6.8%
이	7668	6.8%
경	7556	6.7%
도	7381	6.6%
시	7136	6.4%
기	7087	6.3%
리	6442	5.7%
면	4697	4.2%
Other values (155)	37201	33.1%

Common

Value	Count	Frequency (%)
	53040	36.2%
0	24491	16.7%
1	19749	13.5%
2	8186	5.6%
-	6232	4.3%
3	6067	4.1%
4	4905	3.3%
5	4022	2.7%
9	3995	2.7%
6	3435	2.3%
Other values (4)	12307	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146429	56.6%
Hangul	112339	43.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53040	36.2%
0	24491	16.7%
1	19749	13.5%
2	8186	5.6%
-	6232	4.3%
3	6067	4.1%
4	4905	3.3%
5	4022	2.7%
9	3995	2.7%
6	3435	2.3%
Other values (4)	12307	8.4%

Hangul

Value	Count	Frequency (%)
호	10798	9.6%
동	8680	7.7%
천	7693	6.8%
이	7668	6.8%
경	7556	6.7%
도	7381	6.6%
시	7136	6.4%
기	7087	6.3%
리	6442	5.7%
면	4697	4.2%
Other values (155)	37201	33.1%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8698
Distinct (%)	87.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89821693

Minimum	7200
Maximum	2.1945098 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	7200
5-th percentile	453876
Q1	2934150
median	16557505
Q3	57820215
95-th percentile	2.9810587 × 10⁸
Maximum	2.1945098 × 10¹⁰
Range	2.1945091 × 10¹⁰
Interquartile range (IQR)	54886065

Descriptive statistics

Standard deviation	4.9877502 × 10⁸
Coefficient of variation (CV)	5.5529461
Kurtosis	781.16257
Mean	89821693
Median Absolute Deviation (MAD)	15440505
Skewness	24.063234
Sum	8.9821693 × 10¹¹
Variance	2.4877652 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
594000	17	0.2%
792000	16	0.2%
1188000	16	0.2%
576000	12	0.1%
1584000	12	0.1%
540000	12	0.1%
1080000	11	0.1%
720000	11	0.1%
768000	10	0.1%
1134000	10	0.1%
Other values (8688)	9873	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7200	1	< 0.1%
18000	1	< 0.1%
21240	1	< 0.1%
29000	1	< 0.1%
33000	2	< 0.1%
37920	1	< 0.1%
38880	1	< 0.1%
40600	1	< 0.1%
42570	1	< 0.1%
45000	1	< 0.1%

Value	Count	Frequency (%)
21945098470	1	< 0.1%
17821042880	1	< 0.1%
14422575130	1	< 0.1%
14409439940	1	< 0.1%
13139223930	1	< 0.1%
12396593840	1	< 0.1%
9118120560	1	< 0.1%
7351436520	1	< 0.1%
6450722300	1	< 0.1%
6089989530	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	5780
Distinct (%)	57.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	277.89614

Minimum	0.86
Maximum	36148.16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.86
5-th percentile	13.199
Q1	48
median	109.72
Q3	227.75125
95-th percentile	892.8615
Maximum	36148.16
Range	36147.3
Interquartile range (IQR)	179.75125

Descriptive statistics

Standard deviation	1004.7337
Coefficient of variation (CV)	3.6155008
Kurtosis	476.29528
Mean	277.89614
Median Absolute Deviation (MAD)	77.72
Skewness	18.686302
Sum	2778961.4
Variance	1009489.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	223	2.2%
198.0	118	1.2%
36.0	56	0.6%
396.0	56	0.6%
180.0	40	0.4%
48.0	38	0.4%
27.0	35	0.4%
60.0	35	0.4%
99.0	32	0.3%
12.0	32	0.3%
Other values (5770)	9335	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.86	1	< 0.1%
1.0	6	0.1%
1.18	2	< 0.1%
1.2	2	< 0.1%
1.29	2	< 0.1%
1.32	1	< 0.1%
1.43	1	< 0.1%
1.44	5	0.1%
1.65	1	< 0.1%
1.7	1	< 0.1%

Value	Count	Frequency (%)
36148.16	1	< 0.1%
28625.7602	1	< 0.1%
28438.48	1	< 0.1%
28412.58	1	< 0.1%
24635.88	1	< 0.1%
24270.1819	1	< 0.1%
20524.162	1	< 0.1%
20398.48	1	< 0.1%
14525.66	1	< 0.1%
13725.3	1	< 0.1%

결정일자
Date

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

Minimum	2017-06-01 00:00:00
Maximum	2018-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=2)

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	결정일자
과세년도	1.000	0.079	0.034	0.000	0.064	0.000	0.000	0.018	0.017	1.000
법정동	0.079	1.000	0.867	0.060	0.317	0.134	0.074	0.063	0.075	0.079
법정리	0.034	0.867	1.000	0.087	0.323	0.108	0.079	0.031	0.031	0.034
특수지	0.000	0.060	0.087	1.000	0.258	0.000	0.136	0.000	0.000	0.000
본번	0.064	0.317	0.323	0.258	1.000	0.081	0.031	0.075	0.072	0.064
부번	0.000	0.134	0.108	0.000	0.081	1.000	0.000	0.006	0.000	0.000
동	0.000	0.074	0.079	0.136	0.031	0.000	1.000	0.000	0.000	0.000
시가표준액	0.018	0.063	0.031	0.000	0.075	0.006	0.000	1.000	0.985	0.018
연면적	0.017	0.075	0.031	0.000	0.072	0.000	0.000	0.985	1.000	0.017
결정일자	1.000	0.079	0.034	0.000	0.064	0.000	0.000	0.018	0.017	1.000

Heatmap
Table

	특수지	과세년도
특수지	1.000	0.000
과세년도	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.564	0.018	-0.170	-0.117	-0.196	0.120	0.097	0.073
법정리	0.564	1.000	0.065	-0.113	-0.048	-0.143	0.117	0.041	0.106
본번	0.018	0.065	1.000	-0.083	-0.022	0.022	0.001	0.049	0.198
부번	-0.170	-0.113	-0.083	1.000	-0.026	0.068	-0.047	0.000	0.000
동	-0.117	-0.048	-0.022	-0.026	1.000	0.027	-0.085	0.000	0.098
시가표준액	-0.196	-0.143	0.022	0.068	0.027	1.000	0.578	0.018	0.000
연면적	0.120	0.117	0.001	-0.047	-0.085	0.578	1.000	0.017	0.000
과세년도	0.097	0.041	0.049	0.000	0.000	0.018	0.017	1.000	0.000
특수지	0.073	0.106	0.198	0.000	0.098	0.000	0.000	0.000	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

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자
89706	경기도	이천시	41500	2018	110	0	1	375	2	0	202	[ 증신로291번길 133 ] 0000동 0202호	92420200	168.65	2018-06-01
37681	경기도	이천시	41500	2017	350	25	1	228	6	0	1	[ 대월로 832 ] 0000동 0001호	161562100	364.7	2017-06-01
63452	경기도	이천시	41500	2018	350	34	1	385	2	1	8	경기도 이천시 대월면 부필리 385-2 1동 8호	13036800	134.4	2018-06-01
86853	경기도	이천시	41500	2018	111	0	1	164	17	0	1	경기도 이천시 사음동 164-17 1호	56477400	119.0	2018-06-01
71877	경기도	이천시	41500	2018	340	32	1	33	0	1	8102	경기도 이천시 마장면 해월리 33 1동 8102호	8830080	25.2	2018-06-01
51079	경기도	이천시	41500	2017	310	26	1	358	0	1	0	경기도 이천시 신둔면 도암리 358 1동	154249690	265.49	2017-06-01
83086	경기도	이천시	41500	2018	109	0	1	145	1	1	101	경기도 이천시 증포동 145-1 1동 101호	16870750	94.25	2018-06-01
77580	경기도	이천시	41500	2018	250	28	1	855	1	0	3	경기도 이천시 장호원읍 선읍리 855-1 3호	6732000	396.0	2018-06-01
76172	경기도	이천시	41500	2018	310	24	1	731	1	1	4	경기도 이천시 신둔면 장동리 731-1 1동 4호	738000	6.0	2018-06-01
24729	경기도	이천시	41500	2017	350	34	1	9	27	1	1	[ 대평로 405-53 ] 0001동 0001호	5259480	32.07	2017-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자
30812	경기도	이천시	41500	2017	253	30	1	737	13	0	201	[ 경충대로2110번길 14-1 ] 0000동 0201호	105769120	145.6875	2017-06-01
56806	경기도	이천시	41500	2018	370	29	1	171	27	0	3	경기도 이천시 설성면 송계리 171-27 3호	1950000	195.0	2018-06-01
37932	경기도	이천시	41500	2017	350	26	1	332	8	0	1	경기도 이천시 대월면 사동리 332-8 1호	73700640	198.12	2017-06-01
11091	경기도	이천시	41500	2017	108	0	1	602	0	1	1	[ 안흥로 70 ] 0001동 0001호	554484480	656.35	2017-06-01
67909	경기도	이천시	41500	2018	320	24	1	115	0	0	4	경기도 이천시 백사면 송말리 115 4호	2927140	77.03	2018-06-01
75034	경기도	이천시	41500	2018	310	31	1	207	1	1	1	경기도 이천시 신둔면 인후리 207-1 1동 1호	112349280	294.88	2018-06-01
75642	경기도	이천시	41500	2018	310	23	1	345	2	1	1	경기도 이천시 신둔면 지석리 345-2 1동 1호	108000	3.6	2018-06-01
80626	경기도	이천시	41500	2018	250	23	1	47	3	1	1	[ 서동대로8880번길 47-47 ] 0001동 0001호	356820920	470.74	2018-06-01
10130	경기도	이천시	41500	2017	109	0	1	381	2	0	4	[ 이섭대천로 1330 ] 0000동 0004호	127320620	171.73	2017-06-01
47976	경기도	이천시	41500	2017	253	22	1	917	0	1	2	경기도 이천시 부발읍 죽당리 917 1동 2호	1625820	38.71	2017-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	결정일자	# duplicates
3	경기도	이천시	41500	2017	250	29	1	693	0	1	1	경기도 이천시 장호원읍 이황리 693 1동 1호	7394310	18.15	2017-06-01	3
20	경기도	이천시	41500	2018	360	29	1	360	0	1	1	경기도 이천시 모가면 신갈리 360 1동 1호	4220480	4.84	2018-06-01	3
0	경기도	이천시	41500	2017	101	0	1	154	13	1	1	[ 중리천로31번길 2 ] 0001동 0001호	257685180	333.5316	2017-06-01	2
1	경기도	이천시	41500	2017	112	0	1	332	1	0	0	경기도 이천시 단월동 332-1	54885600	198.0	2017-06-01	2
2	경기도	이천시	41500	2017	250	28	1	419	2	0	7	경기도 이천시 장호원읍 선읍리 419-2 7호	480000	160.0	2017-06-01	2
4	경기도	이천시	41500	2017	250	29	1	693	0	1	1	경기도 이천시 장호원읍 이황리 693 1동 1호	461485260	792.93	2017-06-01	2
5	경기도	이천시	41500	2017	253	24	1	599	3	1	1	경기도 이천시 부발읍 고백리 599-3 1동 1호	118761120	802.44	2017-06-01	2
6	경기도	이천시	41500	2017	253	24	1	599	3	1	1	경기도 이천시 부발읍 고백리 599-3 1동 1호	268158240	1811.88	2017-06-01	2
7	경기도	이천시	41500	2017	253	28	1	407	2	1	1	[ 가좌로118번길 73 ] 0001동 0001호	118265000	542.5	2017-06-01	2
8	경기도	이천시	41500	2017	253	33	1	340	0	0	0	경기도 이천시 부발읍 가산리 340	2549064320	7891.84	2017-06-01	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Hangul

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

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

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring