gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	10
Duplicate rows (%)	0.1%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	5
Numeric	8
Text	1
DateTime	1

Dataset

Description	본 데이터는 경상남도 합천군의 과세년도별, 일반건축물에 대한 물건지 (법정동, 법정리, 본번, 부번), 시가표준액, 연면적, 기준일자 등을 제공하고 있습니다.
Author	경상남도 합천군
URL	https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15089290

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 10 (0.1%) duplicate rows	Duplicates
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (88.3%)	Imbalance
`동` is highly skewed (γ1 = 90.05579628)	Skewed
`부번` has 4407 (44.1%) zeros	Zeros
`동` has 207 (2.1%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 00:24:03.810764
Analysis finished	2023-12-11 00:24:12.081252
Duration	8.27 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

경상남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경상남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

합천군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
합천군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
합천군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

48890	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	48890
2nd row	48890
3rd row	48890
4th row	48890
5th row	48890

Common Values

Value	Count	Frequency (%)
48890	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
48890	10000	100.0%

과세년도
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

2019	3090
2018	2906
2017	2816
2020	1188

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	2020
5th row	2018

Common Values

Value	Count	Frequency (%)
2019	3090	30.9%
2018	2906	29.1%
2017	2816	28.2%
2020	1188	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3090	30.9%
2018	2906	29.1%
2017	2816	28.2%
2020	1188	11.9%

법정동
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	368.382

Minimum	250
Maximum	460
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	330
median	370
Q3	430
95-th percentile	460
Maximum	460
Range	210
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	63.945844
Coefficient of variation (CV)	0.17358569
Kurtosis	-0.7646859
Mean	368.382
Median Absolute Deviation (MAD)	50
Skewness	-0.42696602
Sum	3683820
Variance	4089.071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
250	1346	13.5%
430	843	8.4%
330	836	8.4%
340	786	7.9%
460	681	6.8%
390	628	6.3%
360	569	5.7%
350	565	5.7%
420	542	5.4%
440	540	5.4%
Other values (7)	2664	26.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1346	13.5%
310	322	3.2%
320	442	4.4%
330	836	8.4%
340	786	7.9%
350	565	5.7%
360	569	5.7%
370	277	2.8%
380	260	2.6%
390	628	6.3%

Value	Count	Frequency (%)
460	681	6.8%
450	463	4.6%
440	540	5.4%
430	843	8.4%
420	542	5.4%
410	480	4.8%
400	420	4.2%
390	628	6.3%
380	260	2.6%
370	277	2.8%

법정리
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.2237

Minimum	21
Maximum	37
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	23
median	26
Q3	29
95-th percentile	33
Maximum	37
Range	16
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.0660437
Coefficient of variation (CV)	0.15505225
Kurtosis	-0.74462051
Mean	26.2237
Median Absolute Deviation (MAD)	3
Skewness	0.44044023
Sum	262237
Variance	16.532712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
21	1575	15.8%
23	928	9.3%
25	817	8.2%
22	769	7.7%
24	739	7.4%
26	735	7.3%
28	717	7.2%
27	704	7.0%
29	624	6.2%
30	618	6.2%
Other values (7)	1774	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1575	15.8%
22	769	7.7%
23	928	9.3%
24	739	7.4%
25	817	8.2%
26	735	7.3%
27	704	7.0%
28	717	7.2%
29	624	6.2%
30	618	6.2%

Value	Count	Frequency (%)
37	122	1.2%
36	20	0.2%
35	10	0.1%
34	282	2.8%
33	322	3.2%
32	553	5.5%
31	465	4.7%
30	618	6.2%
29	624	6.2%
28	717	7.2%

특수지
Categorical

IMBALANCE

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

1	9843
2	157

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	9843	98.4%
2	157	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9843	98.4%
2	157	1.6%

본번
Real number (ℝ)

Distinct	1255
Distinct (%)	12.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	495.6275

Minimum	1
Maximum	2087
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	42
Q1	224
median	452
Q3	698
95-th percentile	1110.1
Maximum	2087
Range	2086
Interquartile range (IQR)	474

Descriptive statistics

Standard deviation	337.77322
Coefficient of variation (CV)	0.68150621
Kurtosis	0.4623443
Mean	495.6275
Median Absolute Deviation (MAD)	234
Skewness	0.76816749
Sum	4956275
Variance	114090.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
473	79	0.8%
418	63	0.6%
1230	58	0.6%
433	52	0.5%
502	45	0.4%
18	38	0.4%
493	38	0.4%
413	35	0.4%
117	31	0.3%
666	30	0.3%
Other values (1245)	9531	95.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	0.2%
2	4	< 0.1%
3	9	0.1%
4	5	0.1%
5	5	0.1%
6	5	0.1%
7	16	0.2%
8	24	0.2%
9	7	0.1%
10	19	0.2%

Value	Count	Frequency (%)
2087	3	< 0.1%
1910	1	< 0.1%
1878	1	< 0.1%
1862	1	< 0.1%
1853	1	< 0.1%
1849	1	< 0.1%
1840	2	< 0.1%
1822	2	< 0.1%
1790	1	< 0.1%
1787	3	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	111
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0034

Minimum	0
Maximum	305
Zeros	4407
Zeros (%)	44.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	14
Maximum	305
Range	305
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	15.062519
Coefficient of variation (CV)	3.7624317
Kurtosis	175.80012
Mean	4.0034
Median Absolute Deviation (MAD)	1
Skewness	11.311916
Sum	40034
Variance	226.87948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4407	44.1%
1	1847	18.5%
2	946	9.5%
3	663	6.6%
4	378	3.8%
5	289	2.9%
6	232	2.3%
7	154	1.5%
9	133	1.3%
8	128	1.3%
Other values (101)	823	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4407	44.1%
1	1847	18.5%
2	946	9.5%
3	663	6.6%
4	378	3.8%
5	289	2.9%
6	232	2.3%
7	154	1.5%
8	128	1.3%
9	133	1.3%

Value	Count	Frequency (%)
305	5	0.1%
302	1	< 0.1%
300	2	< 0.1%
290	2	< 0.1%
210	1	< 0.1%
151	3	< 0.1%
137	1	< 0.1%
132	1	< 0.1%
131	6	0.1%
130	2	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2916

Minimum	0
Maximum	1000
Zeros	207
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	1000
Range	1000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.367397
Coefficient of variation (CV)	8.0267861
Kurtosis	8620.5476
Mean	1.2916
Median Absolute Deviation (MAD)	0
Skewness	90.055796
Sum	12916
Variance	107.48292
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	8972	89.7%
2	626	6.3%
0	207	2.1%
3	93	0.9%
4	30	0.3%
5	15	0.1%
6	9	0.1%
8	9	0.1%
7	6	0.1%
9	6	0.1%
Other values (11)	27	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	207	2.1%
1	8972	89.7%
2	626	6.3%
3	93	0.9%
4	30	0.3%
5	15	0.1%
6	9	0.1%
7	6	0.1%
8	9	0.1%
9	6	0.1%

Value	Count	Frequency (%)
1000	1	< 0.1%
103	1	< 0.1%
101	6	0.1%
23	3	< 0.1%
22	1	< 0.1%
18	2	< 0.1%
16	2	< 0.1%
13	5	0.1%
12	1	< 0.1%
11	1	< 0.1%

호
Real number (ℝ)

Distinct	122
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	222.3234

Minimum	0
Maximum	9401
Zeros	15
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	101
Q1	101
median	102
Q3	103
95-th percentile	201
Maximum	9401
Range	9401
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	952.87162
Coefficient of variation (CV)	4.2859709
Kurtosis	69.03591
Mean	222.3234
Median Absolute Deviation (MAD)	1
Skewness	8.4036198
Sum	2223234
Variance	907964.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	4597	46.0%
102	1971	19.7%
103	1115	11.2%
104	526	5.3%
201	427	4.3%
105	255	2.5%
1	152	1.5%
106	133	1.3%
301	102	1.0%
8101	83	0.8%
Other values (112)	639	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	0.1%
1	152	1.5%
2	11	0.1%
3	2	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
10	2	< 0.1%
11	5	0.1%
12	3	< 0.1%

Value	Count	Frequency (%)
9401	2	< 0.1%
9301	3	< 0.1%
9201	1	< 0.1%
9103	2	< 0.1%
9102	4	< 0.1%
9101	15	0.1%
8301	1	< 0.1%
8201	7	0.1%
8109	1	< 0.1%
8105	1	< 0.1%

물건지
Text

Distinct	8321
Distinct (%)	83.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	33
Mean length	27.8403
Min length	21

Characters and Unicode

Total characters	278403
Distinct characters	198
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	6896 ?
Unique (%)	69.0%

Sample

1st row	경상남도 합천군 가야면 치인리 262-2 1동 101호
2nd row	경상남도 합천군 합천읍 장계리 479 1동 101호
3rd row	[ 용지1길 75 ] 0001동 0101호
4th row	[ 강북로 43-47 ] 0001동 0103호
5th row	경상남도 합천군 가야면 야천리 196-2 4동 101호

Value	Count	Frequency (%)
경상남도	7625	11.3%
합천군	7625	11.3%
1동	6768	10.0%
	4750	7.0%
101호	3329	4.9%
0001동	2204	3.3%
102호	1580	2.3%
0101호	1268	1.9%
103호	922	1.4%
합천읍	841	1.2%
Other values (4326)	30679	45.4%

Most occurring characters

Value	Count	Frequency (%)
	57591	20.7%
1	30391	10.9%
0	21579	7.8%
동	10158	3.6%
호	10154	3.6%
천	9281	3.3%
합	9055	3.3%
상	7804	2.8%
도	7802	2.8%
리	7716	2.8%
Other values (188)	106872	38.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	126785	45.5%
Decimal Number	84189	30.2%
Space Separator	57591	20.7%
Dash Punctuation	5088	1.8%
Open Punctuation	2375	0.9%
Close Punctuation	2375	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10158	8.0%
호	10154	8.0%
천	9281	7.3%
합	9055	7.1%
상	7804	6.2%
도	7802	6.2%
리	7716	6.1%
남	7651	6.0%
경	7625	6.0%
군	7625	6.0%
Other values (174)	41914	33.1%

Decimal Number

Value	Count	Frequency (%)
1	30391	36.1%
0	21579	25.6%
2	7715	9.2%
3	5433	6.5%
4	4112	4.9%
5	3363	4.0%
6	3089	3.7%
8	2968	3.5%
9	2781	3.3%
7	2758	3.3%

Space Separator

Value	Count	Frequency (%)
	57591	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5088	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2375	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2375	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	151618	54.5%
Hangul	126785	45.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10158	8.0%
호	10154	8.0%
천	9281	7.3%
합	9055	7.1%
상	7804	6.2%
도	7802	6.2%
리	7716	6.1%
남	7651	6.0%
경	7625	6.0%
군	7625	6.0%
Other values (174)	41914	33.1%

Common

Value	Count	Frequency (%)
	57591	38.0%
1	30391	20.0%
0	21579	14.2%
2	7715	5.1%
3	5433	3.6%
-	5088	3.4%
4	4112	2.7%
5	3363	2.2%
6	3089	2.0%
8	2968	2.0%
Other values (4)	10289	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	151618	54.5%
Hangul	126785	45.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57591	38.0%
1	30391	20.0%
0	21579	14.2%
2	7715	5.1%
3	5433	3.6%
-	5088	3.4%
4	4112	2.7%
5	3363	2.2%
6	3089	2.0%
8	2968	2.0%
Other values (4)	10289	6.8%

Hangul

Value	Count	Frequency (%)
동	10158	8.0%
호	10154	8.0%
천	9281	7.3%
합	9055	7.1%
상	7804	6.2%
도	7802	6.2%
리	7716	6.1%
남	7651	6.0%
경	7625	6.0%
군	7625	6.0%
Other values (174)	41914	33.1%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	7382
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23184866

Minimum	24000
Maximum	2.0606248 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	24000
5-th percentile	247500
Q1	1155000
median	3960000
Q3	17956700
95-th percentile	1.0516266 × 10⁸
Maximum	2.0606248 × 10⁹
Range	2.0606008 × 10⁹
Interquartile range (IQR)	16801700

Descriptive statistics

Standard deviation	68225286
Coefficient of variation (CV)	2.9426647
Kurtosis	200.33362
Mean	23184866
Median Absolute Deviation (MAD)	3487750
Skewness	10.899781
Sum	2.3184866 × 10¹¹
Variance	4.6546897 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
660000	26	0.3%
1800000	22	0.2%
2160000	21	0.2%
1188000	20	0.2%
480000	18	0.2%
1440000	18	0.2%
1600000	18	0.2%
257400	15	0.1%
1000000	15	0.1%
900000	15	0.1%
Other values (7372)	9812	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24000	1	< 0.1%
24570	1	< 0.1%
27200	1	< 0.1%
28000	2	< 0.1%
36000	1	< 0.1%
39000	1	< 0.1%
39640	2	< 0.1%
40000	1	< 0.1%
43200	1	< 0.1%
45600	1	< 0.1%

Value	Count	Frequency (%)
2060624800	1	< 0.1%
1643365280	1	< 0.1%
1622760320	1	< 0.1%
1325587920	1	< 0.1%
1071581500	1	< 0.1%
1059379420	1	< 0.1%
957282750	1	< 0.1%
953484650	1	< 0.1%
908125930	1	< 0.1%
901533910	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	3900
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.1503

Minimum	0.49
Maximum	8730
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.49
5-th percentile	12
Q1	32
median	73.8
Q3	162.135
95-th percentile	434.734
Maximum	8730
Range	8729.51
Interquartile range (IQR)	130.135

Descriptive statistics

Standard deviation	236.06238
Coefficient of variation (CV)	1.6964561
Kurtosis	223.11669
Mean	139.1503
Median Absolute Deviation (MAD)	51.2
Skewness	9.8366013
Sum	1391503
Variance	55725.446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	320	3.2%
15.0	77	0.8%
20.0	70	0.7%
66.0	69	0.7%
35.0	58	0.6%
12.0	57	0.6%
198.0	54	0.5%
100.0	52	0.5%
30.0	52	0.5%
24.0	51	0.5%
Other values (3890)	9140	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.49	1	< 0.1%
0.66	1	< 0.1%
0.81	2	< 0.1%
0.9	1	< 0.1%
1.0	1	< 0.1%
1.4	1	< 0.1%
1.44	2	< 0.1%
1.5	2	< 0.1%
1.56	2	< 0.1%
1.65	2	< 0.1%

Value	Count	Frequency (%)
8730.0	1	< 0.1%
4006.63	1	< 0.1%
3991.18	1	< 0.1%
3608.8	1	< 0.1%
3306.0	1	< 0.1%
3093.48	1	< 0.1%
2982.4	1	< 0.1%
2974.0	1	< 0.1%
2908.72	1	< 0.1%
2896.6	1	< 0.1%

기준일자
Date

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2017-06-01 00:00:00
Maximum	2020-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=4)

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적	기준일자
과세년도	1.000	0.363	0.099	0.020	0.040	0.015	0.000	0.025	0.007	0.014	1.000
법정동	0.363	1.000	0.438	0.203	0.251	0.132	0.056	0.063	0.036	0.051	0.363
법정리	0.099	0.438	1.000	0.203	0.332	0.245	0.036	0.099	0.041	0.000	0.099
특수지	0.020	0.203	0.203	1.000	0.282	0.000	0.047	0.094	0.109	0.059	0.020
본번	0.040	0.251	0.332	0.282	1.000	0.229	0.000	0.054	0.013	0.000	0.040
부번	0.015	0.132	0.245	0.000	0.229	1.000	0.014	0.059	0.015	0.047	0.015
동	0.000	0.056	0.036	0.047	0.000	0.014	1.000	0.017	0.000	0.000	0.000
호	0.025	0.063	0.099	0.094	0.054	0.059	0.017	1.000	0.011	0.000	0.025
시가표준액	0.007	0.036	0.041	0.109	0.013	0.015	0.000	0.011	1.000	0.707	0.007
연면적	0.014	0.051	0.000	0.059	0.000	0.047	0.000	0.000	0.707	1.000	0.014
기준일자	1.000	0.363	0.099	0.020	0.040	0.015	0.000	0.025	0.007	0.014	1.000

Heatmap
Table

	특수지	과세년도
특수지	1.000	0.013
과세년도	0.013	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.195	0.052	-0.107	-0.088	-0.092	-0.104	-0.016	0.183	0.154
법정리	0.195	1.000	-0.066	-0.100	0.002	-0.053	-0.122	0.012	0.059	0.155
본번	0.052	-0.066	1.000	0.000	-0.045	-0.011	-0.009	-0.025	0.024	0.216
부번	-0.107	-0.100	0.000	1.000	-0.005	0.056	0.178	0.032	0.014	0.000
동	-0.088	0.002	-0.045	-0.005	1.000	-0.019	-0.011	-0.007	0.000	0.078
호	-0.092	-0.053	-0.011	0.056	-0.019	1.000	0.017	-0.115	0.010	0.062
시가표준액	-0.104	-0.122	-0.009	0.178	-0.011	0.017	1.000	0.613	0.004	0.109
연면적	-0.016	0.012	-0.025	0.032	-0.007	-0.115	0.613	1.000	0.009	0.042
과세년도	0.183	0.059	0.024	0.014	0.000	0.010	0.004	0.009	1.000	0.013
특수지	0.154	0.155	0.216	0.000	0.078	0.062	0.109	0.042	0.013	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	기준일자
42615	경상남도	합천군	48890	2018	330	34	1	262	2	1	101	경상남도 합천군 가야면 치인리 262-2 1동 101호	109456500	169.7	2018-06-01
6997	경상남도	합천군	48890	2017	250	28	1	479	0	1	101	경상남도 합천군 합천읍 장계리 479 1동 101호	1224000	51.0	2017-06-01
41360	경상남도	합천군	48890	2018	460	28	1	409	1	1	101	[ 용지1길 75 ] 0001동 0101호	1454420	66.11	2018-06-01
66451	경상남도	합천군	48890	2020	390	33	1	660	1	1	103	[ 강북로 43-47 ] 0001동 0103호	22680000	150.0	2020-06-01
24884	경상남도	합천군	48890	2018	330	32	1	196	2	4	101	경상남도 합천군 가야면 야천리 196-2 4동 101호	1950000	195.0	2018-06-01
28683	경상남도	합천군	48890	2018	330	22	1	118	4	1	101	경상남도 합천군 가야면 대전리 118-4 1동 101호	5928000	39.0	2018-06-01
50394	경상남도	합천군	48890	2019	250	21	1	669	65	1	102	[ 충효로3길 7 ] 0001동 0102호	17206250	50.04	2019-06-01
28255	경상남도	합천군	48890	2018	320	31	1	264	2	1	101	경상남도 합천군 묘산면 거산리 264-2 1동 101호	924000	26.4	2018-06-01
36377	경상남도	합천군	48890	2018	430	25	1	1044	2	1	110	경상남도 합천군 삼가면 어전리 1044-2 1동 110호	30792300	399.9	2018-06-01
56810	경상남도	합천군	48890	2019	390	23	1	654	1	1	102	경상남도 합천군 청덕면 두곡리 654-1 1동 102호	1050000	105.0	2019-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
35222	경상남도	합천군	48890	2018	390	23	1	344	0	1	101	경상남도 합천군 청덕면 두곡리 344 1동 101호	31067000	330.5	2018-06-01
7647	경상남도	합천군	48890	2017	250	21	1	473	14	1	158	[ 옥산로 44 ] 0001동 0158호	4727800	15.35	2017-06-01
27322	경상남도	합천군	48890	2018	360	24	1	245	0	1	9201	[ 우회로 72-14 ] 0001동 9201호	147193560	240.12	2018-06-01
66028	경상남도	합천군	48890	2020	390	32	1	396	0	1	101	경상남도 합천군 청덕면 초곡리 396 1동 101호	1406160	234.36	2020-06-01
22878	경상남도	합천군	48890	2018	250	21	1	315	0	1	104	경상남도 합천군 합천읍 합천리 315 1동 104호	5797440	8.64	2018-06-01
16547	경상남도	합천군	48890	2017	410	30	1	545	0	1	102	경상남도 합천군 대양면 백암리 545 1동 102호	988800	82.4	2017-06-01
2347	경상남도	합천군	48890	2017	340	26	1	287	23	1	101	[ 가야산로 339 ] 0001동 0101호	46200000	175.0	2017-06-01
7264	경상남도	합천군	48890	2017	250	21	1	634	4	1	103	[ 동서로 69-13 ] 0001동 0103호	1091550	19.15	2017-06-01
42471	경상남도	합천군	48890	2018	450	27	1	912	0	1	101	경상남도 합천군 대병면 장단리 912 1동 101호	35380800	68.04	2018-06-01
50820	경상남도	합천군	48890	2019	320	32	1	460	3	1	101	[ 봉곡2길 34 ] 0001동 0101호	11299110	87.59	2019-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
1	경상남도	합천군	48890	2017	390	32	1	882	0	1	101	경상남도 합천군 청덕면 초곡리 882 1동 101호	2180850	32.55	2017-06-01	3
6	경상남도	합천군	48890	2019	450	29	1	502	2	1	201	경상남도 합천군 대병면 성리 502-2 1동 201호	700000	20.0	2019-06-01	3
0	경상남도	합천군	48890	2017	320	30	1	125	0	1	101	경상남도 합천군 묘산면 화양리 125 1동 101호	26392500	586.5	2017-06-01	2
2	경상남도	합천군	48890	2017	400	21	1	1190	0	1	102	경상남도 합천군 적중면 죽고리 1190 1동 102호	32472000	330.0	2017-06-01	2
3	경상남도	합천군	48890	2018	460	25	1	205	0	1	1	경상남도 합천군 용주면 평산리 205 1동 1호	2470000	130.0	2018-06-01	2
4	경상남도	합천군	48890	2018	460	37	1	1180	0	1	101	경상남도 합천군 용주면 가호리 1180 1동 101호	5760000	36.0	2018-06-01	2
5	경상남도	합천군	48890	2019	450	29	1	502	2	1	101	경상남도 합천군 대병면 성리 502-2 1동 101호	700000	20.0	2019-06-01	2
7	경상남도	합천군	48890	2019	460	37	1	1180	0	1	101	경상남도 합천군 용주면 가호리 1180 1동 101호	5616000	36.0	2019-06-01	2
8	경상남도	합천군	48890	2020	350	25	1	925	1	1	101	경상남도 합천군 율곡면 낙민리 925-1 1동 101호	18379680	139.24	2020-06-01	2
9	경상남도	합천군	48890	2020	390	32	1	882	0	1	101	경상남도 합천군 청덕면 초곡리 882 1동 101호	1920450	32.55	2020-06-01	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

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