gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	7
Duplicate rows (%)	0.1%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	6
Numeric	8
Text	1

Dataset

Description	본 데이터는 경상남도 합천군의 과세년도별, 일반건축물에 대한 물건지 (법정동, 법정리, 본번, 부번), 시가표준액, 연면적, 기준일자 등을 제공하고 있습니다.
URL	https://www.data.go.kr/data/15089290/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 7 (0.1%) duplicate rows	Duplicates
`기준일자` is highly overall correlated with `과세년도`	High correlation
`과세년도` is highly overall correlated with `기준일자`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (89.3%)	Imbalance
`동` is highly skewed (γ1 = 34.15978102)	Skewed
`연면적` is highly skewed (γ1 = 29.88383824)	Skewed
`부번` has 4394 (43.9%) zeros	Zeros
`동` has 186 (1.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 15:15:57.823988
Analysis finished	2023-12-12 15:16:09.214170
Duration	11.39 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

HIGH CORRELATION

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

2019	3024
2018	3023
2017	2789
2020	1164

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2019
3rd row	2017
4th row	2017
5th row	2018

Common Values

Value	Count	Frequency (%)
2019	3024	30.2%
2018	3023	30.2%
2017	2789	27.9%
2020	1164	11.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3024	30.2%
2018	3023	30.2%
2017	2789	27.9%
2020	1164	11.6%

법정동
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	367.679

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	64.33628
Coefficient of variation (CV)	0.17497948
Kurtosis	-0.7984673
Mean	367.679
Median Absolute Deviation (MAD)	50
Skewness	-0.40534187
Sum	3676790
Variance	4139.1569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
250	1375	13.8%
430	874	8.7%
330	802	8.0%
340	764	7.6%
460	685	6.9%
350	657	6.6%
390	556	5.6%
360	518	5.2%
420	508	5.1%
410	504	5.0%
Other values (7)	2757	27.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1375	13.8%
310	352	3.5%
320	460	4.6%
330	802	8.0%
340	764	7.6%
350	657	6.6%
360	518	5.2%
370	294	2.9%
380	268	2.7%
390	556	5.6%

Value	Count	Frequency (%)
460	685	6.9%
450	489	4.9%
440	496	5.0%
430	874	8.7%
420	508	5.1%
410	504	5.0%
400	398	4.0%
390	556	5.6%
380	268	2.7%
370	294	2.9%

법정리
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.2681

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	4.0578404
Coefficient of variation (CV)	0.15447788
Kurtosis	-0.75001898
Mean	26.2681
Median Absolute Deviation (MAD)	3
Skewness	0.42247478
Sum	262681
Variance	16.466069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
21	1545	15.4%
23	934	9.3%
25	833	8.3%
28	755	7.5%
22	752	7.5%
27	726	7.3%
24	708	7.1%
26	706	7.1%
30	642	6.4%
29	626	6.3%
Other values (7)	1773	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1545	15.4%
22	752	7.5%
23	934	9.3%
24	708	7.1%
25	833	8.3%
26	706	7.1%
27	726	7.3%
28	755	7.5%
29	626	6.3%
30	642	6.4%

Value	Count	Frequency (%)
37	123	1.2%
36	15	0.1%
35	15	0.1%
34	294	2.9%
33	313	3.1%
32	537	5.4%
31	476	4.8%
30	642	6.4%
29	626	6.3%
28	755	7.5%

특수지
Categorical

IMBALANCE

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

1	9859
2	141

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	9859	98.6%
2	141	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9859	98.6%
2	141	1.4%

본번
Real number (ℝ)

Distinct	1238
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	494.3513

Minimum	1
Maximum	1910
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	40
Q1	230
median	452
Q3	698.25
95-th percentile	1108
Maximum	1910
Range	1909
Interquartile range (IQR)	468.25

Descriptive statistics

Standard deviation	336.69296
Coefficient of variation (CV)	0.68108035
Kurtosis	0.52062383
Mean	494.3513
Median Absolute Deviation (MAD)	233.5
Skewness	0.77432529
Sum	4943513
Variance	113362.15
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
473	72	0.7%
418	69	0.7%
433	59	0.6%
1230	47	0.5%
666	39	0.4%
493	38	0.4%
337	36	0.4%
18	35	0.4%
315	34	0.3%
364	32	0.3%
Other values (1228)	9539	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	13	0.1%
2	5	0.1%
3	15	0.1%
4	6	0.1%
5	5	0.1%
6	9	0.1%
7	7	0.1%
8	16	0.2%
9	10	0.1%
10	26	0.3%

Value	Count	Frequency (%)
1910	1	< 0.1%
1878	1	< 0.1%
1853	1	< 0.1%
1849	3	< 0.1%
1840	8	0.1%
1822	2	< 0.1%
1790	4	< 0.1%
1788	1	< 0.1%
1787	2	< 0.1%
1766	5	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	107
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.093

Minimum	0
Maximum	325
Zeros	4394
Zeros (%)	43.9%
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	325
Range	325
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	15.128742
Coefficient of variation (CV)	3.6962478
Kurtosis	173.4328
Mean	4.093
Median Absolute Deviation (MAD)	1
Skewness	11.154369
Sum	40930
Variance	228.87884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4394	43.9%
1	1780	17.8%
2	931	9.3%
3	688	6.9%
4	382	3.8%
5	319	3.2%
6	224	2.2%
7	165	1.7%
9	133	1.3%
8	131	1.3%
Other values (97)	853	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4394	43.9%
1	1780	17.8%
2	931	9.3%
3	688	6.9%
4	382	3.8%
5	319	3.2%
6	224	2.2%
7	165	1.7%
8	131	1.3%
9	133	1.3%

Value	Count	Frequency (%)
325	2	< 0.1%
305	4	< 0.1%
302	2	< 0.1%
300	1	< 0.1%
163	2	< 0.1%
152	2	< 0.1%
151	2	< 0.1%
144	1	< 0.1%
133	2	< 0.1%
132	1	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1832

Minimum	0
Maximum	101
Zeros	186
Zeros (%)	1.9%
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	101
Range	101
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.737807
Coefficient of variation (CV)	2.3139005
Kurtosis	1235.9599
Mean	1.1832
Median Absolute Deviation (MAD)	0
Skewness	34.159781
Sum	11832
Variance	7.4955873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	9015	90.1%
2	590	5.9%
0	186	1.9%
3	110	1.1%
4	37	0.4%
5	16	0.2%
6	11	0.1%
9	9	0.1%
101	7	0.1%
8	6	0.1%
Other values (7)	13	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	1.9%
1	9015	90.1%
2	590	5.9%
3	110	1.1%
4	37	0.4%
5	16	0.2%
6	11	0.1%
8	6	0.1%
9	9	0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
101	7	0.1%
24	1	< 0.1%
23	1	< 0.1%
16	1	< 0.1%
13	3	< 0.1%
12	1	< 0.1%
11	3	< 0.1%
10	3	< 0.1%
9	9	0.1%
8	6	0.1%

호
Real number (ℝ)

Distinct	113
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	215.91

Minimum	0
Maximum	9401
Zeros	8
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	925.77021
Coefficient of variation (CV)	4.2877598
Kurtosis	74.304524
Mean	215.91
Median Absolute Deviation (MAD)	1
Skewness	8.7069051
Sum	2159100
Variance	857050.48
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	4573	45.7%
102	2029	20.3%
103	1061	10.6%
104	499	5.0%
201	412	4.1%
105	270	2.7%
1	165	1.7%
106	143	1.4%
301	119	1.2%
202	82	0.8%
Other values (103)	647	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.1%
1	165	1.7%
2	10	0.1%
3	8	0.1%
4	4	< 0.1%
5	1	< 0.1%
6	3	< 0.1%
8	1	< 0.1%
10	2	< 0.1%
11	4	< 0.1%

Value	Count	Frequency (%)
9401	1	< 0.1%
9301	2	< 0.1%
9201	2	< 0.1%
9103	4	< 0.1%
9102	4	< 0.1%
9101	18	0.2%
8301	1	< 0.1%
8201	2	< 0.1%
8105	2	< 0.1%
8104	3	< 0.1%

물건지
Text

Distinct	8313
Distinct (%)	83.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	33
Mean length	27.8188
Min length	21

Characters and Unicode

Total characters	278188
Distinct characters	196
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	6876 ?
Unique (%)	68.8%

Sample

1st row	경상남도 합천군 적중면 상부리 787-13 1동 101호
2nd row	경상남도 합천군 덕곡면 율지리 117-16 1동 101호
3rd row	경상남도 합천군 합천읍 합천리 155-19 1동 8101호
4th row	경상남도 합천군 합천읍 서산리 709-1 1동 101호
5th row	[ 황계폭포로 1061-12 ] 0001동 0101호

Value	Count	Frequency (%)
경상남도	7573	11.2%
합천군	7573	11.2%
1동	6788	10.0%
	4854	7.2%
101호	3233	4.8%
0001동	2227	3.3%
102호	1645	2.4%
0101호	1340	2.0%
103호	904	1.3%
합천읍	874	1.3%
Other values (4333)	30542	45.2%

Most occurring characters

Value	Count	Frequency (%)
	57555	20.7%
1	30488	11.0%
0	21795	7.8%
동	10196	3.7%
호	10154	3.7%
천	9272	3.3%
합	9025	3.2%
상	7803	2.8%
2	7783	2.8%
도	7740	2.8%
Other values (186)	106377	38.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	126278	45.4%
Decimal Number	84431	30.4%
Space Separator	57555	20.7%
Dash Punctuation	5070	1.8%
Close Punctuation	2427	0.9%
Open Punctuation	2427	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10196	8.1%
호	10154	8.0%
천	9272	7.3%
합	9025	7.1%
상	7803	6.2%
도	7740	6.1%
리	7686	6.1%
남	7608	6.0%
경	7573	6.0%
군	7573	6.0%
Other values (172)	41648	33.0%

Decimal Number

Value	Count	Frequency (%)
1	30488	36.1%
0	21795	25.8%
2	7783	9.2%
3	5424	6.4%
4	4057	4.8%
5	3470	4.1%
6	3053	3.6%
8	2929	3.5%
7	2763	3.3%
9	2669	3.2%

Space Separator

Value	Count	Frequency (%)
	57555	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5070	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2427	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2427	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	151910	54.6%
Hangul	126278	45.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10196	8.1%
호	10154	8.0%
천	9272	7.3%
합	9025	7.1%
상	7803	6.2%
도	7740	6.1%
리	7686	6.1%
남	7608	6.0%
경	7573	6.0%
군	7573	6.0%
Other values (172)	41648	33.0%

Common

Value	Count	Frequency (%)
	57555	37.9%
1	30488	20.1%
0	21795	14.3%
2	7783	5.1%
3	5424	3.6%
-	5070	3.3%
4	4057	2.7%
5	3470	2.3%
6	3053	2.0%
8	2929	1.9%
Other values (4)	10286	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	151910	54.6%
Hangul	126278	45.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57555	37.9%
1	30488	20.1%
0	21795	14.3%
2	7783	5.1%
3	5424	3.6%
-	5070	3.3%
4	4057	2.7%
5	3470	2.3%
6	3053	2.0%
8	2929	1.9%
Other values (4)	10286	6.8%

Hangul

Value	Count	Frequency (%)
동	10196	8.1%
호	10154	8.0%
천	9272	7.3%
합	9025	7.1%
상	7803	6.2%
도	7740	6.1%
리	7686	6.1%
남	7608	6.0%
경	7573	6.0%
군	7573	6.0%
Other values (172)	41648	33.0%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	7401
Distinct (%)	74.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24472910

Minimum	14400
Maximum	2.0714512 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	14400
5-th percentile	264000
Q1	1141280
median	3907035
Q3	18428235
95-th percentile	1.109831 × 10⁸
Maximum	2.0714512 × 10⁹
Range	2.0714368 × 10⁹
Interquartile range (IQR)	17286955

Descriptive statistics

Standard deviation	72581406
Coefficient of variation (CV)	2.9657857
Kurtosis	204.65048
Mean	24472910
Median Absolute Deviation (MAD)	3435035
Skewness	10.984321
Sum	2.447291 × 10¹¹
Variance	5.2680606 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2160000	23	0.2%
1440000	22	0.2%
1200000	19	0.2%
660000	18	0.2%
2700000	17	0.2%
648000	16	0.2%
2448000	16	0.2%
360000	16	0.2%
594000	16	0.2%
3960000	15	0.1%
Other values (7391)	9822	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14400	1	< 0.1%
19200	1	< 0.1%
21000	1	< 0.1%
24960	1	< 0.1%
26400	1	< 0.1%
27200	1	< 0.1%
28000	2	< 0.1%
30000	1	< 0.1%
37000	1	< 0.1%
39600	1	< 0.1%

Value	Count	Frequency (%)
2071451200	1	< 0.1%
2060624800	1	< 0.1%
1643365280	1	< 0.1%
1268559810	1	< 0.1%
1208152200	1	< 0.1%
1123655500	1	< 0.1%
1058040580	1	< 0.1%
957282750	1	< 0.1%
949774650	1	< 0.1%
925490720	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	3891
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.99613

Minimum	0.81
Maximum	20135.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.81
5-th percentile	12
Q1	31.4875
median	72
Q3	164.325
95-th percentile	468.18
Maximum	20135.87
Range	20135.06
Interquartile range (IQR)	132.8375

Descriptive statistics

Standard deviation	398.49469
Coefficient of variation (CV)	2.6926021
Kurtosis	1342.4512
Mean	147.99613
Median Absolute Deviation (MAD)	50.08
Skewness	29.883838
Sum	1479961.3
Variance	158798.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	337	3.4%
66.0	86	0.9%
15.0	81	0.8%
12.0	74	0.7%
40.0	66	0.7%
30.0	64	0.6%
24.0	58	0.6%
33.0	56	0.6%
60.0	56	0.6%
35.0	54	0.5%
Other values (3881)	9068	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.81	4	< 0.1%
0.9	2	< 0.1%
1.0	1	< 0.1%
1.44	1	< 0.1%
1.5	1	< 0.1%
1.56	1	< 0.1%
1.76	1	< 0.1%
1.8	2	< 0.1%
1.87	1	< 0.1%
1.95	1	< 0.1%

Value	Count	Frequency (%)
20135.87	2	< 0.1%
8730.0	2	< 0.1%
7811.3	2	< 0.1%
4447.23	1	< 0.1%
4238.6	2	< 0.1%
3608.8	2	< 0.1%
3306.0	1	< 0.1%
3114.64	1	< 0.1%
3093.48	1	< 0.1%
2962.65	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

2019-06-01	3024
2018-06-01	3023
2017-06-01	2789
2020-06-01	1164

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-06-01
2nd row	2019-06-01
3rd row	2017-06-01
4th row	2017-06-01
5th row	2018-06-01

Common Values

Value	Count	Frequency (%)
2019-06-01	3024	30.2%
2018-06-01	3023	30.2%
2017-06-01	2789	27.9%
2020-06-01	1164	11.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-06-01	3024	30.2%
2018-06-01	3023	30.2%
2017-06-01	2789	27.9%
2020-06-01	1164	11.6%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적	기준일자
과세년도	1.000	0.376	0.111	0.020	0.028	0.025	0.029	0.000	0.025	0.000	1.000
법정동	0.376	1.000	0.421	0.143	0.266	0.107	0.039	0.058	0.029	0.047	0.376
법정리	0.111	0.421	1.000	0.164	0.325	0.210	0.075	0.081	0.076	0.076	0.111
특수지	0.020	0.143	0.164	1.000	0.276	0.000	0.196	0.000	0.116	0.048	0.020
본번	0.028	0.266	0.325	0.276	1.000	0.231	0.000	0.051	0.043	0.010	0.028
부번	0.025	0.107	0.210	0.000	0.231	1.000	0.000	0.087	0.072	0.048	0.025
동	0.029	0.039	0.075	0.196	0.000	0.000	1.000	0.030	0.000	0.000	0.029
호	0.000	0.058	0.081	0.000	0.051	0.087	0.030	1.000	0.051	0.000	0.000
시가표준액	0.025	0.029	0.076	0.116	0.043	0.072	0.000	0.051	1.000	0.835	0.025
연면적	0.000	0.047	0.076	0.048	0.010	0.048	0.000	0.000	0.835	1.000	0.000
기준일자	1.000	0.376	0.111	0.020	0.028	0.025	0.029	0.000	0.025	0.000	1.000

Heatmap
Table

	특수지	기준일자	과세년도
특수지	1.000	0.013	0.013
기준일자	0.013	1.000	1.000
과세년도	0.013	1.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.186	0.047	-0.121	-0.086	-0.093	-0.095	-0.014	0.190	0.108	0.190
법정리	0.186	1.000	-0.082	-0.083	-0.016	-0.069	-0.125	0.016	0.067	0.124	0.067
본번	0.047	-0.082	1.000	0.003	-0.033	-0.001	-0.001	-0.032	0.017	0.212	0.017
부번	-0.121	-0.083	0.003	1.000	0.005	0.038	0.179	0.038	0.017	0.000	0.017
동	-0.086	-0.016	-0.033	0.005	1.000	-0.026	-0.026	-0.021	0.011	0.130	0.011
호	-0.093	-0.069	-0.001	0.038	-0.026	1.000	0.021	-0.114	0.000	0.000	0.000
시가표준액	-0.095	-0.125	-0.001	0.179	-0.026	0.021	1.000	0.625	0.016	0.116	0.016
연면적	-0.014	0.016	-0.032	0.038	-0.021	-0.114	0.625	1.000	0.000	0.034	0.000
과세년도	0.190	0.067	0.017	0.017	0.011	0.000	0.016	0.000	1.000	0.013	1.000
특수지	0.108	0.124	0.212	0.000	0.130	0.000	0.116	0.034	0.013	1.000	0.013
기준일자	0.190	0.067	0.017	0.017	0.011	0.000	0.016	0.000	1.000	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
67232	경상남도	합천군	48890	2020	400	28	1	787	13	1	101	경상남도 합천군 적중면 상부리 787-13 1동 101호	1326600	120.6	2020-06-01
55367	경상남도	합천군	48890	2019	380	25	1	117	16	1	101	경상남도 합천군 덕곡면 율지리 117-16 1동 101호	74299500	495.0	2019-06-01
20824	경상남도	합천군	48890	2017	250	21	1	155	19	1	8101	경상남도 합천군 합천읍 합천리 155-19 1동 8101호	661186030	1246.58	2017-06-01
6697	경상남도	합천군	48890	2017	250	25	1	709	1	1	101	경상남도 합천군 합천읍 서산리 709-1 1동 101호	14042500	342.5	2017-06-01
41111	경상남도	합천군	48890	2018	460	28	1	134	1	1	101	[ 황계폭포로 1061-12 ] 0001동 0101호	41569630	148.04	2018-06-01
3127	경상남도	합천군	48890	2017	330	26	1	482	1	1	101	[ 매안2길 5 ] 0001동 0101호	12892620	330.58	2017-06-01
65895	경상남도	합천군	48890	2019	410	23	1	1108	0	1	108	경상남도 합천군 대양면 대목리 1108 1동 108호	3732000	12.0	2019-06-01
31455	경상남도	합천군	48890	2018	310	31	1	325	0	3	101	경상남도 합천군 봉산면 노곡리 325 3동 101호	3005280	41.74	2018-06-01
14926	경상남도	합천군	48890	2017	410	24	1	130	0	1	101	경상남도 합천군 대양면 무곡리 130 1동 101호	7840000	112.0	2017-06-01
68273	경상남도	합천군	48890	2020	390	23	1	308	0	1	101	경상남도 합천군 청덕면 두곡리 308 1동 101호	1386000	115.5	2020-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
15859	경상남도	합천군	48890	2017	410	28	1	573	0	1	101	[ 대야로 84 ] 0001동 0101호	1270400	39.7	2017-06-01
16030	경상남도	합천군	48890	2017	440	25	1	21	0	1	104	경상남도 합천군 가회면 중촌리 21 1동 104호	15642000	198.0	2017-06-01
69394	경상남도	합천군	48890	2020	410	23	1	792	0	1	104	경상남도 합천군 대양면 대목리 792 1동 104호	101790000	390.0	2020-06-01
43189	경상남도	합천군	48890	2019	330	26	1	23	0	1	201	경상남도 합천군 가야면 매안리 23 1동 201호	18365200	187.4	2019-06-01
29334	경상남도	합천군	48890	2018	310	33	1	823	2	1	102	[ 도곡길 48-1 ] 0001동 0102호	460000	115.0	2018-06-01
57897	경상남도	합천군	48890	2019	410	25	1	706	3	1	102	경상남도 합천군 대양면 덕정리 706-3 1동 102호	16290000	90.0	2019-06-01
49839	경상남도	합천군	48890	2019	250	28	1	825	0	1	105	경상남도 합천군 합천읍 장계리 825 1동 105호	151486800	246.32	2019-06-01
62555	경상남도	합천군	48890	2019	460	36	1	184	8	1	103	경상남도 합천군 용주면 죽죽리 184-8 1동 103호	2410070	49.59	2019-06-01
50380	경상남도	합천군	48890	2019	250	21	1	669	24	1	101	경상남도 합천군 합천읍 합천리 669-24 1동 101호	19411310	228.1	2019-06-01
14396	경상남도	합천군	48890	2017	430	33	1	474	2	1	104	[ 남명로 401 ] 0001동 0104호	887040	24.64	2017-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
0	경상남도	합천군	48890	2017	350	24	1	408	0	1	101	경상남도 합천군 율곡면 갑산리 408 1동 101호	3912480	434.72	2017-06-01	2
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	2
2	경상남도	합천군	48890	2018	330	32	1	351	5	1	101	경상남도 합천군 가야면 야천리 351-5 1동 101호	19977920	33.52	2018-06-01	2
3	경상남도	합천군	48890	2018	460	33	1	3	1	1	101	경상남도 합천군 용주면 봉기리 3-1 1동 101호	235200000	1568.0	2018-06-01	2
4	경상남도	합천군	48890	2019	390	32	1	882	0	1	101	경상남도 합천군 청덕면 초곡리 882 1동 101호	2018100	32.55	2019-06-01	2
5	경상남도	합천군	48890	2019	400	21	1	1190	0	1	101	경상남도 합천군 적중면 죽고리 1190 1동 101호	98400000	1000.0	2019-06-01	2
6	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

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

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring