gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	18
Duplicate rows (%)	0.2%
Total size in memory	1.3 MiB
Average record size in memory	139.0 B

Variable types

Categorical	6
Numeric	7
Text	2

Dataset

Description	일반건축물에 대한 지방세 부과기준인 시가표준액을 제공,물건별 재산가액 확인 가능 시가표준액이란 지방세 부과를 위하여 행정안전부·지방자치단체장이 일반건축물의 거래가격을 기준으로 종류·구조·용도·경과연수 등을 고려하여 평가한 금액
Author	경상북도 경산시
URL	https://www.data.go.kr/data/15080324/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 18 (0.2%) duplicate rows	Duplicates
`과세년도` is highly overall correlated with `기준일자`	High correlation
`기준일자` is highly overall correlated with `과세년도`	High correlation
`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 (95.0%)	Imbalance
`법정리` has 3168 (31.7%) zeros	Zeros
`부번` has 3500 (35.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 20:26:51.796612
Analysis finished	2023-12-12 20:26:58.811849
Duration	7.02 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

경상북도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경상북도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상북도	10000	100.0%

시군구명
Categorical

CONSTANT

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

경산시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경산시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경산시	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

47290	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	47290
2nd row	47290
3rd row	47290
4th row	47290
5th row	47290

Common Values

Value	Count	Frequency (%)
47290	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
47290	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2021	6758
2020	3242

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2021	6758	67.6%
2020	3242	32.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	6758	67.6%
2020	3242	32.4%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	36
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	234.4915

Minimum	101
Maximum	370
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	109
Q1	118
median	253
Q3	310
95-th percentile	370
Maximum	370
Range	269
Interquartile range (IQR)	192

Descriptive statistics

Standard deviation	88.916877
Coefficient of variation (CV)	0.37919019
Kurtosis	-1.3012524
Mean	234.4915
Median Absolute Deviation (MAD)	77
Skewness	-0.26679577
Sum	2344915
Variance	7906.2109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
253	1787	17.9%
256	1029	10.3%
310	1000	10.0%
250	940	9.4%
330	717	7.2%
117	678	6.8%
370	562	5.6%
350	437	4.4%
340	360	3.6%
126	306	3.1%
Other values (26)	2184	21.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	22	0.2%
102	94	0.9%
103	60	0.6%
104	18	0.2%
105	24	0.2%
106	105	1.1%
107	63	0.6%
108	64	0.6%
109	254	2.5%
110	225	2.2%

Value	Count	Frequency (%)
370	562	5.6%
350	437	4.4%
340	360	3.6%
330	717	7.2%
310	1000	10.0%
256	1029	10.3%
253	1787	17.9%
250	940	9.4%
128	89	0.9%
127	34	0.3%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.5712

Minimum	0
Maximum	45
Zeros	3168
Zeros (%)	31.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	22
Q3	29
95-th percentile	36
Maximum	45
Range	45
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	13.577635
Coefficient of variation (CV)	0.73111241
Kurtosis	-1.2464401
Mean	18.5712
Median Absolute Deviation (MAD)	9
Skewness	-0.3319823
Sum	185712
Variance	184.35217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	3168	31.7%
21	1426	14.3%
22	785	7.8%
24	433	4.3%
23	429	4.3%
30	369	3.7%
31	336	3.4%
29	328	3.3%
26	320	3.2%
32	317	3.2%
Other values (16)	2089	20.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3168	31.7%
21	1426	14.3%
22	785	7.8%
23	429	4.3%
24	433	4.3%
25	296	3.0%
26	320	3.2%
27	256	2.6%
28	238	2.4%
29	328	3.3%

Value	Count	Frequency (%)
45	94	0.9%
44	55	0.5%
43	30	0.3%
42	7	0.1%
41	25	0.2%
40	60	0.6%
39	109	1.1%
38	41	0.4%
37	78	0.8%
36	202	2.0%

특수지
Categorical

IMBALANCE

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

1	9912
2	71
7	17

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	9912	99.1%
2	71	0.7%
7	17	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9912	99.1%
2	71	0.7%
7	17	0.2%

본번
Real number (ℝ)

Distinct	1107
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	436.3307

Minimum	1
Maximum	9303
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	20
Q1	153
median	360
Q3	646.25
95-th percentile	1130.2
Maximum	9303
Range	9302
Interquartile range (IQR)	493.25

Descriptive statistics

Standard deviation	372.34453
Coefficient of variation (CV)	0.85335396
Kurtosis	84.036732
Mean	436.3307
Median Absolute Deviation (MAD)	236
Skewness	4.5399633
Sum	4363307
Variance	138640.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
214	123	1.2%
15	94	0.9%
2	64	0.6%
637	57	0.6%
343	54	0.5%
300	49	0.5%
675	49	0.5%
230	48	0.5%
116	48	0.5%
1208	47	0.5%
Other values (1097)	9367	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	26	0.3%
2	64	0.6%
3	26	0.3%
4	37	0.4%
5	23	0.2%
6	18	0.2%
7	14	0.1%
8	17	0.2%
9	5	0.1%
10	20	0.2%

Value	Count	Frequency (%)
9303	1	< 0.1%
8052	3	< 0.1%
2206	1	< 0.1%
2195	1	< 0.1%
2160	1	< 0.1%
2129	1	< 0.1%
2020	3	< 0.1%
2010	5	0.1%
1994	6	0.1%
1990	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	147
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1433

Minimum	0
Maximum	359
Zeros	3500
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	5
95-th percentile	21
Maximum	359
Range	359
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	20.629797
Coefficient of variation (CV)	3.3580969
Kurtosis	117.79324
Mean	6.1433
Median Absolute Deviation (MAD)	1
Skewness	9.6240691
Sum	61433
Variance	425.58852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3500	35.0%
1	1733	17.3%
2	894	8.9%
3	678	6.8%
4	423	4.2%
5	399	4.0%
6	346	3.5%
7	300	3.0%
8	203	2.0%
9	176	1.8%
Other values (137)	1348	13.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3500	35.0%
1	1733	17.3%
2	894	8.9%
3	678	6.8%
4	423	4.2%
5	399	4.0%
6	346	3.5%
7	300	3.0%
8	203	2.0%
9	176	1.8%

Value	Count	Frequency (%)
359	1	< 0.1%
358	1	< 0.1%
353	1	< 0.1%
352	1	< 0.1%
350	1	< 0.1%
344	1	< 0.1%
329	1	< 0.1%
305	1	< 0.1%
302	1	< 0.1%
296	1	< 0.1%

동
Real number (ℝ)

Distinct	152
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	150.2128

Minimum	0
Maximum	9999
Zeros	39
Zeros (%)	0.4%
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	99
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1081.9628
Coefficient of variation (CV)	7.202867
Kurtosis	57.633357
Mean	150.2128
Median Absolute Deviation (MAD)	0
Skewness	7.6699212
Sum	1502128
Variance	1170643.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	8590	85.9%
2	318	3.2%
99	283	2.8%
9000	68	0.7%
3	49	0.5%
4	44	0.4%
0	39	0.4%
5	33	0.3%
8001	32	0.3%
7001	25	0.2%
Other values (142)	519	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	0.4%
1	8590	85.9%
2	318	3.2%
3	49	0.5%
4	44	0.4%
5	33	0.3%
6	16	0.2%
7	3	< 0.1%
8	4	< 0.1%
9	18	0.2%

Value	Count	Frequency (%)
9999	15	0.1%
9028	1	< 0.1%
9027	2	< 0.1%
9000	68	0.7%
8101	3	< 0.1%
8006	1	< 0.1%
8005	1	< 0.1%
8003	2	< 0.1%
8002	9	0.1%
8001	32	0.3%

호
Text

Distinct	216
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	4
Mean length	4.0045
Min length	3

Characters and Unicode

Total characters	40045
Distinct characters	13
Distinct categories	3 ?
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	81 ?
Unique (%)	0.8%

Sample

1st row	0302
2nd row	0202
3rd row	0102
4th row	0401
5th row	0001

Value	Count	Frequency (%)
0101	4147	41.5%
0102	1190	11.9%
0201	920	9.2%
0103	464	4.6%
0301	373	3.7%
0001	315	3.1%
0104	230	2.3%
8101	204	2.0%
0202	177	1.8%
0401	159	1.6%
Other values (206)	1821	18.2%

Most occurring characters

Value	Count	Frequency (%)
0	20274	50.6%
1	13414	33.5%
2	3098	7.7%
3	1288	3.2%
4	664	1.7%
5	406	1.0%
8	379	0.9%
6	240	0.6%
7	149	0.4%
9	109	0.3%
Other values (3)	24	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40021	99.9%
Dash Punctuation	21	0.1%
Uppercase Letter	3	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20274	50.7%
1	13414	33.5%
2	3098	7.7%
3	1288	3.2%
4	664	1.7%
5	406	1.0%
8	379	0.9%
6	240	0.6%
7	149	0.4%
9	109	0.3%

Uppercase Letter

Value	Count	Frequency (%)
A	2	66.7%
B	1	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	21	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	40042	> 99.9%
Latin	3	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20274	50.6%
1	13414	33.5%
2	3098	7.7%
3	1288	3.2%
4	664	1.7%
5	406	1.0%
8	379	0.9%
6	240	0.6%
7	149	0.4%
9	109	0.3%

Latin

Value	Count	Frequency (%)
A	2	66.7%
B	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40045	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20274	50.6%
1	13414	33.5%
2	3098	7.7%
3	1288	3.2%
4	664	1.7%
5	406	1.0%
8	379	0.9%
6	240	0.6%
7	149	0.4%
9	109	0.3%
Other values (3)	24	0.1%

물건지
Text

Distinct	9098
Distinct (%)	91.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	31
Mean length	26.8857
Min length	20

Characters and Unicode

Total characters	268857
Distinct characters	213
Distinct categories	7 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	8349 ?
Unique (%)	83.5%

Sample

1st row	경상북도 경산시 중방동 848-2 1동 302호
2nd row	경상북도 경산시 진량읍 봉회리 117 1동 202호
3rd row	경상북도 경산시 용성면 미산리 871-90 1동 102호
4th row	경상북도 경산시 삼남동 13-2 1동 401호
5th row	[ 봉황길 8-16 ] 0001동 0001호

Value	Count	Frequency (%)
	7530	11.6%
경상북도	6235	9.6%
경산시	6235	9.6%
1동	4990	7.7%
0001동	3600	5.5%
101호	2600	4.0%
0101호	1547	2.4%
진량읍	1357	2.1%
와촌면	818	1.3%
102호	786	1.2%
Other values (4488)	29449	45.2%

Most occurring characters

Value	Count	Frequency (%)
	55147	20.5%
1	30107	11.2%
0	27251	10.1%
경	12996	4.8%
동	11395	4.2%
호	10055	3.7%
2	8506	3.2%
산	7175	2.7%
상	6848	2.5%
북	6514	2.4%
Other values (203)	92863	34.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	111046	41.3%
Decimal Number	90220	33.6%
Space Separator	55147	20.5%
Dash Punctuation	4911	1.8%
Close Punctuation	3765	1.4%
Open Punctuation	3765	1.4%
Uppercase Letter	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	12996	11.7%
동	11395	10.3%
호	10055	9.1%
산	7175	6.5%
상	6848	6.2%
북	6514	5.9%
도	6308	5.7%
시	6307	5.7%
리	5324	4.8%
로	2957	2.7%
Other values (187)	35167	31.7%

Decimal Number

Value	Count	Frequency (%)
1	30107	33.4%
0	27251	30.2%
2	8506	9.4%
3	5089	5.6%
4	3989	4.4%
5	3571	4.0%
6	3053	3.4%
8	2983	3.3%
9	2889	3.2%
7	2782	3.1%

Uppercase Letter

Value	Count	Frequency (%)
A	2	66.7%
B	1	33.3%

Space Separator

Value	Count	Frequency (%)
	55147	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4911	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	3765	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	3765	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	157808	58.7%
Hangul	111046	41.3%
Latin	3	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	12996	11.7%
동	11395	10.3%
호	10055	9.1%
산	7175	6.5%
상	6848	6.2%
북	6514	5.9%
도	6308	5.7%
시	6307	5.7%
리	5324	4.8%
로	2957	2.7%
Other values (187)	35167	31.7%

Common

Value	Count	Frequency (%)
	55147	34.9%
1	30107	19.1%
0	27251	17.3%
2	8506	5.4%
3	5089	3.2%
-	4911	3.1%
4	3989	2.5%
]	3765	2.4%
[	3765	2.4%
5	3571	2.3%
Other values (4)	11707	7.4%

Latin

Value	Count	Frequency (%)
A	2	66.7%
B	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	157811	58.7%
Hangul	111046	41.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	55147	34.9%
1	30107	19.1%
0	27251	17.3%
2	8506	5.4%
3	5089	3.2%
-	4911	3.1%
4	3989	2.5%
]	3765	2.4%
[	3765	2.4%
5	3571	2.3%
Other values (6)	11710	7.4%

Hangul

Value	Count	Frequency (%)
경	12996	11.7%
동	11395	10.3%
호	10055	9.1%
산	7175	6.5%
상	6848	6.2%
북	6514	5.9%
도	6308	5.7%
시	6307	5.7%
리	5324	4.8%
로	2957	2.7%
Other values (187)	35167	31.7%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8939
Distinct (%)	89.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80351491

Minimum	14080
Maximum	8.2165411 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	14080
5-th percentile	518352
Q1	4245337.5
median	23328000
Q3	81047925
95-th percentile	3.0679251 × 10⁸
Maximum	8.2165411 × 10⁹
Range	8.216527 × 10⁹
Interquartile range (IQR)	76802588

Descriptive statistics

Standard deviation	2.2907126 × 10⁸
Coefficient of variation (CV)	2.8508651
Kurtosis	419.67069
Mean	80351491
Median Absolute Deviation (MAD)	22023300
Skewness	16.016537
Sum	8.0351491 × 10¹¹
Variance	5.2473642 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
990000	19	0.2%
792000	17	0.2%
3644680	15	0.1%
3890640	14	0.1%
590400	11	0.1%
748800	10	0.1%
648000	10	0.1%
360000	10	0.1%
2178000	9	0.1%
960000	9	0.1%
Other values (8929)	9876	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14080	1	< 0.1%
15000	1	< 0.1%
17000	1	< 0.1%
18960	1	< 0.1%
19800	1	< 0.1%
20160	1	< 0.1%
24000	1	< 0.1%
24750	2	< 0.1%
28000	1	< 0.1%
36960	1	< 0.1%

Value	Count	Frequency (%)
8216541090	1	< 0.1%
7174379940	1	< 0.1%
6713120700	1	< 0.1%
6150323200	1	< 0.1%
4868831830	1	< 0.1%
4258367560	1	< 0.1%
2973358940	1	< 0.1%
2495147760	1	< 0.1%
2460819200	1	< 0.1%
2430626850	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	6155
Distinct (%)	61.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	236.04351

Minimum	0.64
Maximum	17371.38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.64
5-th percentile	13.7545
Q1	44.8
median	102.695
Q3	224.605
95-th percentile	867.385
Maximum	17371.38
Range	17370.74
Interquartile range (IQR)	179.805

Descriptive statistics

Standard deviation	524.62006
Coefficient of variation (CV)	2.2225566
Kurtosis	225.64688
Mean	236.04351
Median Absolute Deviation (MAD)	72.28
Skewness	11.144492
Sum	2360435.1
Variance	275226.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	241	2.4%
198.0	62	0.6%
60.0	38	0.4%
36.0	38	0.4%
27.0	34	0.3%
50.0	33	0.3%
72.0	32	0.3%
96.0	30	0.3%
90.0	30	0.3%
22.36	29	0.3%
Other values (6145)	9433	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.64	1	< 0.1%
0.7	1	< 0.1%
0.72	1	< 0.1%
0.79	1	< 0.1%
0.93	1	< 0.1%
1.0	18	0.2%
1.13	1	< 0.1%
1.2	3	< 0.1%
1.21	3	< 0.1%
1.26	2	< 0.1%

Value	Count	Frequency (%)
17371.38	1	< 0.1%
13728.4	1	< 0.1%
11475.42	1	< 0.1%
8750.31	1	< 0.1%
8178.1	1	< 0.1%
7776.0	1	< 0.1%
7284.48	1	< 0.1%
7235.58	1	< 0.1%
6608.0	1	< 0.1%
6557.0	1	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

20210601	6758
20200601	3242

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210601
2nd row	20210601
3rd row	20210601
4th row	20210601
5th row	20210601

Common Values

Value	Count	Frequency (%)
20210601	6758	67.6%
20200601	3242	32.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210601	6758	67.6%
20200601	3242	32.4%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	시가표준액	연면적	기준일자
과세년도	1.000	0.151	0.027	0.022	0.035	0.043	0.004	0.000	0.000	1.000
법정동	0.151	1.000	0.666	0.130	0.193	0.071	0.111	0.014	0.056	0.151
법정리	0.027	0.666	1.000	0.087	0.251	0.101	0.116	0.088	0.104	0.027
특수지	0.022	0.130	0.087	1.000	0.517	0.000	0.000	0.140	0.179	0.022
본번	0.035	0.193	0.251	0.517	1.000	0.000	0.001	0.111	0.019	0.035
부번	0.043	0.071	0.101	0.000	0.000	1.000	0.017	0.000	0.000	0.043
동	0.004	0.111	0.116	0.000	0.001	0.017	1.000	0.000	0.000	0.004
시가표준액	0.000	0.014	0.088	0.140	0.111	0.000	0.000	1.000	0.910	0.000
연면적	0.000	0.056	0.104	0.179	0.019	0.000	0.000	0.910	1.000	0.000
기준일자	1.000	0.151	0.027	0.022	0.035	0.043	0.004	0.000	0.000	1.000

Heatmap
Table

	과세년도	특수지	기준일자
과세년도	1.000	0.036	1.000
특수지	0.036	1.000	0.036
기준일자	1.000	0.036	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	0.703	-0.147	-0.232	-0.090	-0.299	0.004	0.108	0.054	0.108
법정리	0.703	1.000	-0.188	-0.280	-0.069	-0.230	0.017	0.036	0.055	0.036
본번	-0.147	-0.188	1.000	0.059	-0.068	0.080	0.006	0.042	0.455	0.042
부번	-0.232	-0.280	0.059	1.000	-0.097	0.030	-0.068	0.033	0.000	0.033
동	-0.090	-0.069	-0.068	-0.097	1.000	-0.064	-0.094	0.005	0.000	0.005
시가표준액	-0.299	-0.230	0.080	0.030	-0.064	1.000	0.724	0.000	0.089	0.000
연면적	0.004	0.017	0.006	-0.068	-0.094	0.724	1.000	0.000	0.079	0.000
과세년도	0.108	0.036	0.042	0.033	0.005	0.000	0.000	1.000	0.036	1.000
특수지	0.054	0.055	0.455	0.000	0.000	0.089	0.079	0.036	1.000	0.036
기준일자	0.108	0.036	0.042	0.033	0.005	0.000	0.000	1.000	0.036	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
29050	경상북도	경산시	47290	2021	117	0	1	848	2	1	0302	경상북도 경산시 중방동 848-2 1동 302호	174238820	390.67	20210601
4595	경상북도	경산시	47290	2021	253	24	1	117	0	1	0202	경상북도 경산시 진량읍 봉회리 117 1동 202호	78010450	131.11	20210601
22595	경상북도	경산시	47290	2021	340	33	1	871	90	1	0102	경상북도 경산시 용성면 미산리 871-90 1동 102호	34937500	279.5	20210601
21027	경상북도	경산시	47290	2021	101	0	1	13	2	1	0401	경상북도 경산시 삼남동 13-2 1동 401호	193611600	1241.1	20210601
34570	경상북도	경산시	47290	2021	253	24	1	84	0	1	0001	[ 봉황길 8-16 ] 0001동 0001호	960000	192.0	20210601
14026	경상북도	경산시	47290	2021	330	33	1	198	1	99	0101	경상북도 경산시 자인면 단북리 198-1 99동 101호	848000	20.0	20210601
48713	경상북도	경산시	47290	2021	253	44	1	377	0	1	0101	경상북도 경산시 진량읍 당곡리 377 1동 101호	9796080	199.92	20210601
54167	경상북도	경산시	47290	2021	256	23	1	169	0	1	0203	경상북도 경산시 압량읍 압량리 169 1동 203호	8533830	167.33	20210601
2713	경상북도	경산시	47290	2021	102	0	1	273	14	1	0003	경상북도 경산시 삼북동 273-14 1동 3호	9035790	52.23	20210601
30363	경상북도	경산시	47290	2021	106	0	1	572	1	301	0101	경상북도 경산시 백천동 572-1 301동 101호	28607740	41.05	20210601

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
39567	경상북도	경산시	47290	2021	250	35	1	470	1	1	0101	경상북도 경산시 하양읍 환상리 470-1 1동 101호	243733430	397.64	20210601
24727	경상북도	경산시	47290	2021	250	21	1	390	9	1	0104	[ 대학로298길 19-6 ] 0001동 0104호	16077130	22.44	20210601
56383	경상북도	경산시	47290	2021	350	31	1	464	7	1	0201	경상북도 경산시 남산면 사월리 464-7 1동 201호	7066400	48.4	20210601
72999	경상북도	경산시	47290	2020	310	29	1	789	14	1	0101	경상북도 경산시 와촌면 박사리 789-14 1동 101호	883200	220.8	20200601
21583	경상북도	경산시	47290	2021	110	0	1	638	1	1	0504	[ 펜타힐즈2로 25 ] 0001동 0504호	268016210	302.638	20210601
50536	경상북도	경산시	47290	2021	253	40	1	498	0	1	0105	경상북도 경산시 진량읍 대원리 498 1동 105호	2247291830	4778.93	20210601
30988	경상북도	경산시	47290	2021	109	0	1	873	0	1	0101	[ 성암로12길 19 ] 0001동 0101호	11027510	57.42	20210601
80433	경상북도	경산시	47290	2020	256	23	1	268	0	1	0102	경상북도 경산시 압량읍 압량리 268 1동 102호	1933700	31.7	20200601
14587	경상북도	경산시	47290	2021	350	34	1	55	0	1	0004	경상북도 경산시 남산면 전지리 55 1동 4호	900000	180.0	20210601
76157	경상북도	경산시	47290	2020	253	25	1	548	2	1	0102	경상북도 경산시 진량읍 북리 548-2 1동 102호	24968580	244.79	20200601

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
11	경상북도	경산시	47290	2021	253	39	1	520	0	1	0101	경상북도 경산시 진량읍 신제리 520 1동 101호	20682260	29.42	20210601	6
5	경상북도	경산시	47290	2020	253	39	1	520	0	1	0101	경상북도 경산시 진량읍 신제리 520 1동 101호	20858780	29.42	20200601	4
2	경상북도	경산시	47290	2020	250	24	7	2010	0	1	0101	경상북도 경산시 하양읍 서사리 2010 1동 101호	4823100	18.0	20200601	3
17	경상북도	경산시	47290	2021	350	25	1	297	0	1	0101	경상북도 경산시 남산면 평기리 297 1동 101호	874800	174.96	20210601	3
0	경상북도	경산시	47290	2020	116	0	1	112	0	1	0101	경상북도 경산시 계양동 112 1동 101호	467081250	1245.55	20200601	2
1	경상북도	경산시	47290	2020	125	0	2	41	35	91	0101	경상북도 경산시 평산동 산 41-35 91동 101호	2898000	18.0	20200601	2
3	경상북도	경산시	47290	2020	250	24	7	2010	0	1	0201	경상북도 경산시 하양읍 서사리 2010 1동 201호	4194000	18.0	20200601	2
4	경상북도	경산시	47290	2020	250	24	7	2020	0	1	0201	경상북도 경산시 하양읍 서사리 2020 1동 201호	6291000	27.0	20200601	2
6	경상북도	경산시	47290	2020	310	27	1	330	0	1	0101	경상북도 경산시 와촌면 계전리 330 1동 101호	700000	175.0	20200601	2
7	경상북도	경산시	47290	2021	103	0	1	143	159	91	0101	[ 장산로20길 38 ] 0091동 0101호	2232000	14.4	20210601	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

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

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