gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	548
Missing cells (%)	0.4%
Duplicate rows	384
Duplicate rows (%)	3.8%
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	일반건축물에 대한 지방세 부과기준인 시가표준액을 제공한다. 2017년~2020년까지 법정동, 법정리, 본번, 부번 물건지, 시가표준액, 연면적, 기준일자 등의 자료를 제공한다.
URL	https://www.data.go.kr/data/15080235/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
`과세년도` has constant value ""	Constant
`기준일자` has constant value ""	Constant
Dataset has 384 (3.8%) duplicate rows	Duplicates
`특수지` is highly imbalanced (86.9%)	Imbalance
`동` has 548 (5.5%) missing values	Missing
`호` is highly skewed (γ1 = 75.57595961)	Skewed
`연면적` is highly skewed (γ1 = 31.36976723)	Skewed
`부번` has 2262 (22.6%) zeros	Zeros
`동` has 8808 (88.1%) zeros	Zeros
`호` has 416 (4.2%) zeros	Zeros
`연면적` has 1056 (10.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 00:15:51.435324
Analysis finished	2023-12-12 00:16:00.159288
Duration	8.72 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

전라남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
전라남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전라남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

장성군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
장성군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
장성군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

46880	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	46880
2nd row	46880
3rd row	46880
4th row	46880
5th row	46880

Common Values

Value	Count	Frequency (%)
46880	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
46880	10000	100.0%

과세년도
Categorical

CONSTANT

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

2022	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	10000	100.0%

법정동
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	323.777

Minimum	250
Maximum	400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	250
median	330
Q3	360
95-th percentile	400
Maximum	400
Range	150
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	50.5745
Coefficient of variation (CV)	0.15620164
Kurtosis	-1.1434915
Mean	323.777
Median Absolute Deviation (MAD)	30
Skewness	-0.32552896
Sum	3237770
Variance	2557.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
250	2669	26.7%
360	1031	10.3%
330	965	9.7%
350	895	8.9%
320	893	8.9%
310	766	7.7%
340	702	7.0%
400	644	6.4%
390	643	6.4%
380	435	4.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	2669	26.7%
310	766	7.7%
320	893	8.9%
330	965	9.7%
340	702	7.0%
350	895	8.9%
360	1031	10.3%
370	357	3.6%
380	435	4.3%
390	643	6.4%

Value	Count	Frequency (%)
400	644	6.4%
390	643	6.4%
380	435	4.3%
370	357	3.6%
360	1031	10.3%
350	895	8.9%
340	702	7.0%
330	965	9.7%
320	893	8.9%
310	766	7.7%

법정리
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.3743

Minimum	21
Maximum	36
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	25
Q3	28
95-th percentile	32
Maximum	36
Range	15
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.4311772
Coefficient of variation (CV)	0.13522254
Kurtosis	0.12385198
Mean	25.3743
Median Absolute Deviation (MAD)	2
Skewness	0.77642737
Sum	253743
Variance	11.772977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
24	1810	18.1%
21	1536	15.4%
28	1128	11.3%
25	949	9.5%
26	895	8.9%
23	832	8.3%
27	712	7.1%
22	672	6.7%
29	339	3.4%
32	302	3.0%
Other values (6)	825	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1536	15.4%
22	672	6.7%
23	832	8.3%
24	1810	18.1%
25	949	9.5%
26	895	8.9%
27	712	7.1%
28	1128	11.3%
29	339	3.4%
30	139	1.4%

Value	Count	Frequency (%)
36	2	< 0.1%
35	128	1.3%
34	171	1.7%
33	179	1.8%
32	302	3.0%
31	206	2.1%
30	139	1.4%
29	339	3.4%
28	1128	11.3%
27	712	7.1%

특수지
Categorical

IMBALANCE

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

1	9819
2	181

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	9819	98.2%
2	181	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9819	98.2%
2	181	1.8%

본번
Real number (ℝ)

Distinct	1120
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	570.9972

Minimum	1
Maximum	1834
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	38
Q1	232
median	513
Q3	847
95-th percentile	1328.05
Maximum	1834
Range	1833
Interquartile range (IQR)	615

Descriptive statistics

Standard deviation	399.55171
Coefficient of variation (CV)	0.69974373
Kurtosis	-0.42611962
Mean	570.9972
Median Absolute Deviation (MAD)	304
Skewness	0.58182878
Sum	5709972
Variance	159641.57
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1158	343	3.4%
200	104	1.0%
1273	99	1.0%
830	56	0.6%
478	51	0.5%
210	50	0.5%
333	50	0.5%
587	49	0.5%
862	48	0.5%
524	46	0.5%
Other values (1110)	9104	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	30	0.3%
2	7	0.1%
3	13	0.1%
4	33	0.3%
5	29	0.3%
6	8	0.1%
7	14	0.1%
8	32	0.3%
9	4	< 0.1%
10	13	0.1%

Value	Count	Frequency (%)
1834	5	0.1%
1766	7	0.1%
1764	2	< 0.1%
1748	11	0.1%
1663	3	< 0.1%
1662	5	0.1%
1661	2	< 0.1%
1660	1	< 0.1%
1654	2	< 0.1%
1623	1	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	136
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.5144

Minimum	0
Maximum	433
Zeros	2262
Zeros (%)	22.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	8
95-th percentile	30
Maximum	433
Range	433
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	23.962216
Coefficient of variation (CV)	2.8143165
Kurtosis	143.30025
Mean	8.5144
Median Absolute Deviation (MAD)	3
Skewness	10.2152
Sum	85144
Variance	574.18781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2262	22.6%
1	1849	18.5%
2	831	8.3%
3	765	7.6%
5	454	4.5%
4	447	4.5%
17	435	4.3%
6	379	3.8%
7	317	3.2%
8	297	3.0%
Other values (126)	1964	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2262	22.6%
1	1849	18.5%
2	831	8.3%
3	765	7.6%
4	447	4.5%
5	454	4.5%
6	379	3.8%
7	317	3.2%
8	297	3.0%
9	193	1.9%

Value	Count	Frequency (%)
433	9	0.1%
390	3	< 0.1%
383	1	< 0.1%
341	3	< 0.1%
309	1	< 0.1%
303	1	< 0.1%
250	1	< 0.1%
234	1	< 0.1%
224	1	< 0.1%
220	1	< 0.1%

동
Real number (ℝ)

MISSING ZEROS

Distinct	24
Distinct (%)	0.3%
Missing	548
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.50031739

Minimum	0
Maximum	201
Zeros	8808
Zeros (%)	88.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

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

Descriptive statistics

Standard deviation	6.4184572
Coefficient of variation (CV)	12.828771
Kurtosis	315.75606
Mean	0.50031739
Median Absolute Deviation (MAD)	0
Skewness	17.087489
Sum	4729
Variance	41.196593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	8808	88.1%
1	444	4.4%
2	79	0.8%
3	26	0.3%
4	15	0.1%
97	12	0.1%
5	11	0.1%
6	11	0.1%
101	7	0.1%
107	6	0.1%
Other values (14)	33	0.3%
(Missing)	548	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8808	88.1%
1	444	4.4%
2	79	0.8%
3	26	0.3%
4	15	0.1%
5	11	0.1%
6	11	0.1%
7	4	< 0.1%
8	3	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
201	1	< 0.1%
108	3	< 0.1%
107	6	0.1%
103	1	< 0.1%
101	7	0.1%
99	1	< 0.1%
98	4	< 0.1%
97	12	0.1%
16	1	< 0.1%
15	2	< 0.1%

호
Real number (ℝ)

SKEWED ZEROS

Distinct	405
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	708.676

Minimum	-101
Maximum	500001
Zeros	416
Zeros (%)	4.2%
Negative	1
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-101
5-th percentile	1
Q1	3
median	101
Q3	105
95-th percentile	8104.05
Maximum	500001
Range	500102
Interquartile range (IQR)	102

Descriptive statistics

Standard deviation	5488.3591
Coefficient of variation (CV)	7.7445252
Kurtosis	6851.5879
Mean	708.676
Median Absolute Deviation (MAD)	94
Skewness	75.57596
Sum	7086760
Variance	30122086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	2042	20.4%
1	1463	14.6%
102	1031	10.3%
2	611	6.1%
103	604	6.0%
201	526	5.3%
9999	497	5.0%
0	416	4.2%
104	343	3.4%
3	304	3.0%
Other values (395)	2163	21.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-101	1	< 0.1%
0	416	4.2%
1	1463	14.6%
2	611	6.1%
3	304	3.0%
4	189	1.9%
5	121	1.2%
6	77	0.8%
7	49	0.5%
8	29	0.3%

Value	Count	Frequency (%)
500001	1	< 0.1%
9999	497	5.0%
8106	1	< 0.1%
8105	1	< 0.1%
8104	1	< 0.1%
8103	3	< 0.1%
8102	11	0.1%
8101	80	0.8%
906	1	< 0.1%
806	1	< 0.1%

물건지
Text

Distinct	4299
Distinct (%)	43.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	31
Median length	30
Mean length	12.8897
Min length	9

Characters and Unicode

Total characters	128897
Distinct characters	191
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	2288 ?
Unique (%)	22.9%

Sample

1st row	삼서면 홍정리 489
2nd row	장성읍 안평리 1158-17
3rd row	장성읍 영천리 1055-9
4th row	서삼면 용흥리 649-2
5th row	삼서면 석마리 861-21

Value	Count	Frequency (%)
장성읍	2669	8.8%
영천리	1129	3.7%
황룡면	1028	3.4%
동화면	965	3.2%
남면	902	3.0%
삼계면	895	2.9%
진원면	766	2.5%
삼서면	702	2.3%
북하면	644	2.1%
북이면	640	2.1%
Other values (3707)	20102	66.0%

Most occurring characters

Value	Count	Frequency (%)
	20442	15.9%
리	10008	7.8%
1	8707	6.8%
-	7721	6.0%
면	7331	5.7%
2	4502	3.5%
3	4272	3.3%
5	3741	2.9%
8	3556	2.8%
7	3548	2.8%
Other values (181)	55069	42.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	60116	46.6%
Decimal Number	40596	31.5%
Space Separator	20442	15.9%
Dash Punctuation	7721	6.0%
Close Punctuation	11	< 0.1%
Open Punctuation	11	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
리	10008	16.6%
면	7331	12.2%
성	3373	5.6%
장	2951	4.9%
읍	2669	4.4%
삼	2341	3.9%
산	1860	3.1%
북	1719	2.9%
룡	1265	2.1%
동	1257	2.1%
Other values (167)	25342	42.2%

Decimal Number

Value	Count	Frequency (%)
1	8707	21.4%
2	4502	11.1%
3	4272	10.5%
5	3741	9.2%
8	3556	8.8%
7	3548	8.7%
4	3531	8.7%
6	3288	8.1%
0	2994	7.4%
9	2457	6.1%

Space Separator

Value	Count	Frequency (%)
	20442	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7721	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	11	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68781	53.4%
Hangul	60116	46.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
리	10008	16.6%
면	7331	12.2%
성	3373	5.6%
장	2951	4.9%
읍	2669	4.4%
삼	2341	3.9%
산	1860	3.1%
북	1719	2.9%
룡	1265	2.1%
동	1257	2.1%
Other values (167)	25342	42.2%

Common

Value	Count	Frequency (%)
	20442	29.7%
1	8707	12.7%
-	7721	11.2%
2	4502	6.5%
3	4272	6.2%
5	3741	5.4%
8	3556	5.2%
7	3548	5.2%
4	3531	5.1%
6	3288	4.8%
Other values (4)	5473	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68781	53.4%
Hangul	60116	46.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	20442	29.7%
1	8707	12.7%
-	7721	11.2%
2	4502	6.5%
3	4272	6.2%
5	3741	5.4%
8	3556	5.2%
7	3548	5.2%
4	3531	5.1%
6	3288	4.8%
Other values (4)	5473	8.0%

Hangul

Value	Count	Frequency (%)
리	10008	16.6%
면	7331	12.2%
성	3373	5.6%
장	2951	4.9%
읍	2669	4.4%
삼	2341	3.9%
산	1860	3.1%
북	1719	2.9%
룡	1265	2.1%
동	1257	2.1%
Other values (167)	25342	42.2%

시가표준액
Text

Distinct	697
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	7
Mean length	6.2011
Min length	3

Characters and Unicode

Total characters	62011
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

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

Unique

Unique	74 ?
Unique (%)	0.7%

Sample

1st row	151,000
2nd row	-
3rd row	87,000
4th row	5,000
5th row	145,000

Value	Count	Frequency (%)
	1056	10.6%
5,000	271	2.7%
12,000	134	1.3%
107,000	132	1.3%
6,000	104	1.0%
16,000	98	1.0%
48,000	97	1.0%
34,000	92	0.9%
113,000	90	0.9%
47,000	88	0.9%
Other values (687)	7838	78.4%

Most occurring characters

Value	Count	Frequency (%)
0	28419	45.8%
,	8947	14.4%
1	3789	6.1%
4	2871	4.6%
3	2646	4.3%
2	2577	4.2%
5	2224	3.6%
7	2214	3.6%
	2112	3.4%
6	1871	3.0%
Other values (3)	4341	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49896	80.5%
Other Punctuation	8947	14.4%
Space Separator	2112	3.4%
Dash Punctuation	1056	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28419	57.0%
1	3789	7.6%
4	2871	5.8%
3	2646	5.3%
2	2577	5.2%
5	2224	4.5%
7	2214	4.4%
6	1871	3.7%
8	1744	3.5%
9	1541	3.1%

Other Punctuation

Value	Count	Frequency (%)
,	8947	100.0%

Space Separator

Value	Count	Frequency (%)
	2112	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1056	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	62011	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28419	45.8%
,	8947	14.4%
1	3789	6.1%
4	2871	4.6%
3	2646	4.3%
2	2577	4.2%
5	2224	3.6%
7	2214	3.6%
	2112	3.4%
6	1871	3.0%
Other values (3)	4341	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62011	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28419	45.8%
,	8947	14.4%
1	3789	6.1%
4	2871	4.6%
3	2646	4.3%
2	2577	4.2%
5	2224	3.6%
7	2214	3.6%
	2112	3.4%
6	1871	3.0%
Other values (3)	4341	7.0%

연면적
Real number (ℝ)

SKEWED ZEROS

Distinct	4345
Distinct (%)	43.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	182.2511

Minimum	0
Maximum	33648.87
Zeros	1056
Zeros (%)	10.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19.825
median	73.795
Q3	191.925
95-th percentile	677.11
Maximum	33648.87
Range	33648.87
Interquartile range (IQR)	172.1

Descriptive statistics

Standard deviation	544.55778
Coefficient of variation (CV)	2.9879533
Kurtosis	1639.4015
Mean	182.2511
Median Absolute Deviation (MAD)	61.205
Skewness	31.369767
Sum	1822511
Variance	296543.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1056	10.6%
18.0	374	3.7%
10.0	162	1.6%
16.5	132	1.3%
20.0	73	0.7%
198.0	55	0.5%
330.0	54	0.5%
99.0	46	0.5%
96.0	42	0.4%
66.0	42	0.4%
Other values (4335)	7964	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1056	10.6%
0.81	1	< 0.1%
1.0	1	< 0.1%
1.1	1	< 0.1%
1.2	4	< 0.1%
1.36	1	< 0.1%
1.39	1	< 0.1%
1.44	2	< 0.1%
1.5	1	< 0.1%
1.62	1	< 0.1%

Value	Count	Frequency (%)
33648.87	1	< 0.1%
19941.25	1	< 0.1%
10041.0	1	< 0.1%
9866.0	1	< 0.1%
8947.07	1	< 0.1%
6618.0	1	< 0.1%
6431.1	1	< 0.1%
6339.1	1	< 0.1%
5620.0	1	< 0.1%
5492.25	1	< 0.1%

기준일자
Date

CONSTANT

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

Minimum	2022-01-01 00:00:00
Maximum	2022-01-01 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	동	호	연면적
법정동	1.000	0.438	0.061	0.347	0.076	0.127	0.000	0.019
법정리	0.438	1.000	0.157	0.596	0.140	0.184	0.000	0.000
특수지	0.061	0.157	1.000	0.350	0.026	0.000	0.055	0.000
본번	0.347	0.596	0.350	1.000	0.298	0.161	0.000	0.185
부번	0.076	0.140	0.026	0.298	1.000	0.000	0.000	0.000
동	0.127	0.184	0.000	0.161	0.000	1.000	NaN	0.000
호	0.000	0.000	0.055	0.000	0.000	NaN	1.000	0.000
연면적	0.019	0.000	0.000	0.185	0.000	0.000	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	연면적	특수지
법정동	1.000	-0.090	-0.426	-0.222	0.035	-0.153	0.097	0.072
법정리	-0.090	1.000	0.008	-0.065	0.049	-0.029	-0.025	0.137
본번	-0.426	0.008	1.000	0.225	-0.010	0.196	-0.038	0.268
부번	-0.222	-0.065	0.225	1.000	-0.045	0.098	-0.017	0.020
동	0.035	0.049	-0.010	-0.045	1.000	0.014	-0.002	0.000
호	-0.153	-0.029	0.196	0.098	0.014	1.000	-0.172	0.035
연면적	0.097	-0.025	-0.038	-0.017	-0.002	-0.172	1.000	0.000
특수지	0.072	0.137	0.268	0.020	0.000	0.035	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	기준일자
9700	전라남도	장성군	46880	2022	340	33	1	489	0	0	108	삼서면 홍정리 489	151,000	57.42	2022-01-01
2740	전라남도	장성군	46880	2022	250	28	1	1158	17	<NA>	67	장성읍 안평리 1158-17	-	0.0	2022-01-01
3969	전라남도	장성군	46880	2022	250	24	1	1055	9	0	201	장성읍 영천리 1055-9	87,000	79.34	2022-01-01
13496	전라남도	장성군	46880	2022	370	27	1	649	2	0	109	서삼면 용흥리 649-2	5,000	65.7	2022-01-01
9470	전라남도	장성군	46880	2022	340	30	1	861	21	0	1	삼서면 석마리 861-21	145,000	198.0	2022-01-01
2395	전라남도	장성군	46880	2022	250	24	1	1030	0	0	104	장성읍 영천리 1030	936,000	4.86	2022-01-01
9782	전라남도	장성군	46880	2022	340	28	1	555	2	0	1	삼서면 우치리 555-2	33,000	172.0	2022-01-01
5090	전라남도	장성군	46880	2022	310	27	1	142	25	0	1	진원면 학림리 142-25	107,000	18.0	2022-01-01
910	전라남도	장성군	46880	2022	250	24	1	1058	7	0	103	장성읍 영천리 1058-7	601,000	52.4	2022-01-01
13698	전라남도	장성군	46880	2022	380	21	1	944	1	0	2	북일면 신흥리 944-1	11,000	64.0	2022-01-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	호	물건지	시가표준액	연면적	기준일자
6695	전라남도	장성군	46880	2022	320	28	1	850	2	103	남면 삼태리 850-2	588,000	10.39	2022-01-01
11099	전라남도	장성군	46880	2022	350	29	1	78	0	1	삼계면 수산리 78	99,000	910.0	2022-01-01
6607	전라남도	장성군	46880	2022	320	28	1	855	4	201	남면 삼태리 855-4	789,000	287.0	2022-01-01
4409	전라남도	장성군	46880	2022	310	22	1	58	1	101	진원면 산정리 58-1	197,000	227.05	2022-01-01
5609	전라남도	장성군	46880	2022	310	28	1	213	1	3	진원면 상림리 213-1	13,000	100.0	2022-01-01
3963	전라남도	장성군	46880	2022	250	24	1	1360	0	101	장성읍 영천리 1360	260,000	99.0	2022-01-01
304	전라남도	장성군	46880	2022	250	23	1	1466	7	101	장성읍 유탕리 1466-7	110,000	18.0	2022-01-01
8086	전라남도	장성군	46880	2022	330	25	1	1062	5	103	동화면 남평리 1062-5	502,000	193.2	2022-01-01
3437	전라남도	장성군	46880	2022	250	24	1	1475	27	9999	장성읍 영천리 1475-27	-	0.0	2022-01-01
6161	전라남도	장성군	46880	2022	320	27	1	900	1	101	남면 월정리 900-1	372,000	503.0	2022-01-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
233	전라남도	장성군	46880	2022	330	28	1	335	1	1	9999	동화면 구룡리 335-1	-	0.0	2022-01-01	16
7	전라남도	장성군	46880	2022	250	23	1	1545	0	0	9999	장성읍 유탕리 1545	-	0.0	2022-01-01	12
131	전라남도	장성군	46880	2022	250	25	1	524	0	0	9999	장성읍 단광리 524	-	0.0	2022-01-01	12
116	전라남도	장성군	46880	2022	250	24	1	1493	10	0	0	장성읍 영천리 1493-10	787,000	137.79	2022-01-01	9
226	전라남도	장성군	46880	2022	330	26	1	874	0	0	9999	동화면 남산리 874	-	0.0	2022-01-01	9
98	전라남도	장성군	46880	2022	250	24	1	1475	27	0	9999	장성읍 영천리 1475-27	-	0.0	2022-01-01	8
270	전라남도	장성군	46880	2022	350	24	1	492	1	0	1	삼계면 상도리 492-1	115,000	199.2	2022-01-01	8
333	전라남도	장성군	46880	2022	380	22	1	158	0	0	9999	북일면 박산리 158	-	0.0	2022-01-01	8
361	전라남도	장성군	46880	2022	390	31	1	619	1	0	9999	북이면 오월리 619-1	-	0.0	2022-01-01	8
128	전라남도	장성군	46880	2022	250	25	1	483	1	0	9999	장성읍 단광리 483-1	-	0.0	2022-01-01	7

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

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring