gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	28
Duplicate rows (%)	0.3%
Total size in memory	1.2 MiB
Average record size in memory	131.0 B

Variable types

Categorical	5
Numeric	8
Text	1

Dataset

Description	일반건축물에 대한 지방세 부과기준인 시가표준액을 제공
Author	경상북도 의성군
URL	https://www.data.go.kr/data/15080608/fileData.do

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 28 (0.3%) 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 (87.9%)	Imbalance
`동` is highly skewed (γ1 = 20.8961387)	Skewed
`부번` has 3468 (34.7%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 09:19:25.371253
Analysis finished	2023-12-12 09:19:37.765810
Duration	12.39 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

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

의성군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
의성군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
의성군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

47730	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	47730
2nd row	47730
3rd row	47730
4th row	47730
5th row	47730

Common Values

Value	Count	Frequency (%)
47730	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
47730	10000	100.0%

과세년도
Categorical

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

2020	2652
2019	2517
2018	2442
2017	2389

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	2018
3rd row	2017
4th row	2017
5th row	2018

Common Values

Value	Count	Frequency (%)
2020	2652	26.5%
2019	2517	25.2%
2018	2442	24.4%
2017	2389	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2020	2652	26.5%
2019	2517	25.2%
2018	2442	24.4%
2017	2389	23.9%

법정동
Real number (ℝ)

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	364.081

Minimum	250
Maximum	470
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	320
median	370
Q3	430
95-th percentile	460
Maximum	470
Range	220
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	66.779948
Coefficient of variation (CV)	0.18342058
Kurtosis	-0.87588379
Mean	364.081
Median Absolute Deviation (MAD)	50
Skewness	-0.48061953
Sum	3640810
Variance	4459.5614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
250	1804	18.0%
440	984	9.8%
370	982	9.8%
380	922	9.2%
430	904	9.0%
310	467	4.7%
410	467	4.7%
390	461	4.6%
320	407	4.1%
330	382	3.8%
Other values (8)	2220	22.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	1804	18.0%
310	467	4.7%
320	407	4.1%
330	382	3.8%
340	290	2.9%
350	353	3.5%
360	351	3.5%
370	982	9.8%
380	922	9.2%
390	461	4.6%

Value	Count	Frequency (%)
470	137	1.4%
460	367	3.7%
450	132	1.3%
440	984	9.8%
430	904	9.0%
420	249	2.5%
410	467	4.7%
400	341	3.4%
390	461	4.6%
380	922	9.2%

법정리
Real number (ℝ)

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.3344

Minimum	21
Maximum	51
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	30
median	35
Q3	39
95-th percentile	48
Maximum	51
Range	30
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	7.1576183
Coefficient of variation (CV)	0.20846784
Kurtosis	-0.30798507
Mean	34.3344
Median Absolute Deviation (MAD)	5
Skewness	0.063425596
Sum	343344
Variance	51.2315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
30	937	9.4%
36	829	8.3%
31	800	8.0%
37	615	6.2%
21	605	6.0%
38	599	6.0%
40	575	5.8%
34	465	4.7%
39	442	4.4%
32	439	4.4%
Other values (21)	3694	36.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	605	6.0%
22	278	2.8%
23	114	1.1%
24	243	2.4%
25	104	1.0%
26	69	0.7%
27	71	0.7%
28	150	1.5%
29	328	3.3%
30	937	9.4%

Value	Count	Frequency (%)
51	14	0.1%
50	156	1.6%
49	217	2.2%
48	201	2.0%
47	72	0.7%
46	149	1.5%
45	158	1.6%
44	160	1.6%
43	160	1.6%
42	156	1.6%

특수지
Categorical

IMBALANCE

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

1	9836
2	164

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	9836	98.4%
2	164	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9836	98.4%
2	164	1.6%

본번
Real number (ℝ)

Distinct	1294
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	565.6936

Minimum	1
Maximum	1845
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	53
Q1	243
median	552
Q3	839.25
95-th percentile	1199.05
Maximum	1845
Range	1844
Interquartile range (IQR)	596.25

Descriptive statistics

Standard deviation	364.53974
Coefficient of variation (CV)	0.644412
Kurtosis	-0.37346441
Mean	565.6936
Median Absolute Deviation (MAD)	296
Skewness	0.41728703
Sum	5656936
Variance	132889.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	67	0.7%
1105	62	0.6%
858	57	0.6%
850	44	0.4%
628	41	0.4%
103	39	0.4%
916	37	0.4%
843	37	0.4%
662	36	0.4%
670	36	0.4%
Other values (1284)	9544	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	23	0.2%
2	20	0.2%
3	22	0.2%
4	10	0.1%
5	20	0.2%
6	16	0.2%
7	13	0.1%
8	12	0.1%
9	11	0.1%
10	7	0.1%

Value	Count	Frequency (%)
1845	1	< 0.1%
1815	1	< 0.1%
1813	1	< 0.1%
1797	1	< 0.1%
1795	3	< 0.1%
1793	1	< 0.1%
1789	2	< 0.1%
1757	1	< 0.1%
1732	1	< 0.1%
1724	8	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	137
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0948

Minimum	0
Maximum	603
Zeros	3468
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	27
Maximum	603
Range	603
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	19.224801
Coefficient of variation (CV)	3.1542956
Kurtosis	150.10392
Mean	6.0948
Median Absolute Deviation (MAD)	1
Skewness	9.2845451
Sum	60948
Variance	369.59297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3468	34.7%
1	1962	19.6%
2	945	9.4%
3	731	7.3%
4	483	4.8%
5	335	3.4%
6	275	2.8%
7	253	2.5%
8	159	1.6%
9	157	1.6%
Other values (127)	1232	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3468	34.7%
1	1962	19.6%
2	945	9.4%
3	731	7.3%
4	483	4.8%
5	335	3.4%
6	275	2.8%
7	253	2.5%
8	159	1.6%
9	157	1.6%

Value	Count	Frequency (%)
603	1	< 0.1%
291	1	< 0.1%
290	1	< 0.1%
262	2	< 0.1%
253	1	< 0.1%
243	4	< 0.1%
242	1	< 0.1%
234	1	< 0.1%
223	1	< 0.1%
216	1	< 0.1%

동
Real number (ℝ)

SKEWED

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.3655

Minimum	0
Maximum	8001
Zeros	3
Zeros (%)	< 0.1%
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	1
Maximum	8001
Range	8001
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	334.04536
Coefficient of variation (CV)	19.23615
Kurtosis	436.16268
Mean	17.3655
Median Absolute Deviation (MAD)	0
Skewness	20.896139
Sum	173655
Variance	111586.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
1	9523	95.2%
2	325	3.2%
3	36	0.4%
101	21	0.2%
4	18	0.2%
7001	11	0.1%
7002	10	0.1%
10	10	0.1%
5	8	0.1%
6	7	0.1%
Other values (18)	31	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	9523	95.2%
2	325	3.2%
3	36	0.4%
4	18	0.2%
5	8	0.1%
6	7	0.1%
7	4	< 0.1%
8	4	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
8001	1	< 0.1%
7002	10	0.1%
7001	11	0.1%
5001	1	< 0.1%
107	3	< 0.1%
104	1	< 0.1%
103	1	< 0.1%
102	1	< 0.1%
101	21	0.2%
100	1	< 0.1%

호
Real number (ℝ)

Distinct	82
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.0523

Minimum	0
Maximum	8104
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	101
Q3	102
95-th percentile	201
Maximum	8104
Range	8104
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	855.14846
Coefficient of variation (CV)	5.2126576
Kurtosis	81.586215
Mean	164.0523
Median Absolute Deviation (MAD)	90
Skewness	9.1091131
Sum	1640523
Variance	731278.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	3378	33.8%
1	1964	19.6%
2	1008	10.1%
102	965	9.7%
201	503	5.0%
3	491	4.9%
103	359	3.6%
4	273	2.7%
104	138	1.4%
5	134	1.3%
Other values (72)	787	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1964	19.6%
2	1008	10.1%
3	491	4.9%
4	273	2.7%
5	134	1.3%
6	65	0.7%
7	34	0.3%
8	18	0.2%
9	16	0.2%

Value	Count	Frequency (%)
8104	1	< 0.1%
8103	2	< 0.1%
8102	2	< 0.1%
8101	107	1.1%
8002	2	< 0.1%
801	1	< 0.1%
601	2	< 0.1%
501	11	0.1%
404	1	< 0.1%
403	2	< 0.1%

물건지
Text

Distinct	7645
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	32
Mean length	27.3967
Min length	21

Characters and Unicode

Total characters	273967
Distinct characters	201
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	5862 ?
Unique (%)	58.6%

Sample

1st row	경상북도 의성군 의성읍 후죽리 502-1 1동 201호
2nd row	경상북도 의성군 금성면 산운리 726-9 1동 204호
3rd row	경상북도 의성군 안계면 도덕리 729-1 1동 101호
4th row	경상북도 의성군 구천면 조성리 154 1동 104호
5th row	[ 용기4길 6 ] 0001동 0102호

Value	Count	Frequency (%)
경상북도	7281	10.8%
의성군	7281	10.8%
1동	6889	10.2%
	5438	8.1%
0001동	2634	3.9%
101호	2309	3.4%
1호	1347	2.0%
의성읍	1206	1.8%
0101호	1069	1.6%
2호	810	1.2%
Other values (4404)	31159	46.2%

Most occurring characters

Value	Count	Frequency (%)
	57423	21.0%
1	28463	10.4%
0	21311	7.8%
동	10337	3.8%
호	10209	3.7%
성	9557	3.5%
의	8553	3.1%
리	8096	3.0%
도	8091	3.0%
2	7655	2.8%
Other values (191)	104272	38.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	123934	45.2%
Decimal Number	81499	29.7%
Space Separator	57423	21.0%
Dash Punctuation	5673	2.1%
Open Punctuation	2719	1.0%
Close Punctuation	2719	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	10337	8.3%
호	10209	8.2%
성	9557	7.7%
의	8553	6.9%
리	8096	6.5%
도	8091	6.5%
북	7586	6.1%
상	7426	6.0%
경	7370	5.9%
군	7324	5.9%
Other values (177)	39385	31.8%

Decimal Number

Value	Count	Frequency (%)
1	28463	34.9%
0	21311	26.1%
2	7655	9.4%
3	5161	6.3%
4	3760	4.6%
5	3587	4.4%
6	3191	3.9%
7	2984	3.7%
8	2925	3.6%
9	2462	3.0%

Space Separator

Value	Count	Frequency (%)
	57423	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5673	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2719	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	150033	54.8%
Hangul	123934	45.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	10337	8.3%
호	10209	8.2%
성	9557	7.7%
의	8553	6.9%
리	8096	6.5%
도	8091	6.5%
북	7586	6.1%
상	7426	6.0%
경	7370	5.9%
군	7324	5.9%
Other values (177)	39385	31.8%

Common

Value	Count	Frequency (%)
	57423	38.3%
1	28463	19.0%
0	21311	14.2%
2	7655	5.1%
-	5673	3.8%
3	5161	3.4%
4	3760	2.5%
5	3587	2.4%
6	3191	2.1%
7	2984	2.0%
Other values (4)	10825	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150033	54.8%
Hangul	123934	45.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57423	38.3%
1	28463	19.0%
0	21311	14.2%
2	7655	5.1%
-	5673	3.8%
3	5161	3.4%
4	3760	2.5%
5	3587	2.4%
6	3191	2.1%
7	2984	2.0%
Other values (4)	10825	7.2%

Hangul

Value	Count	Frequency (%)
동	10337	8.3%
호	10209	8.2%
성	9557	7.7%
의	8553	6.9%
리	8096	6.5%
도	8091	6.5%
북	7586	6.1%
상	7426	6.0%
경	7370	5.9%
군	7324	5.9%
Other values (177)	39385	31.8%

시가표준액
Real number (ℝ)

HIGH CORRELATION

Distinct	8071
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27797516

Minimum	12000
Maximum	2.0259798 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	12000
5-th percentile	199200
Q1	936000
median	4065900
Q3	19440000
95-th percentile	1.3111865 × 10⁸
Maximum	2.0259798 × 10⁹
Range	2.0259678 × 10⁹
Interquartile range (IQR)	18504000

Descriptive statistics

Standard deviation	84420222
Coefficient of variation (CV)	3.03697
Kurtosis	165.23276
Mean	27797516
Median Absolute Deviation (MAD)	3717060
Skewness	10.25968
Sum	2.7797516 × 10¹¹
Variance	7.1267739 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
720000	23	0.2%
288000	21	0.2%
384000	21	0.2%
676800	19	0.2%
576000	17	0.2%
172800	17	0.2%
768000	17	0.2%
216000	15	0.1%
1620000	15	0.1%
230400	14	0.1%
Other values (8061)	9821	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12000	2	< 0.1%
17400	1	< 0.1%
18750	1	< 0.1%
19380	1	< 0.1%
20000	1	< 0.1%
25000	2	< 0.1%
26000	1	< 0.1%
29800	1	< 0.1%
30000	1	< 0.1%
31500	1	< 0.1%

Value	Count	Frequency (%)
2025979800	1	< 0.1%
1934354620	1	< 0.1%
1925944380	1	< 0.1%
1708448280	1	< 0.1%
1642126530	1	< 0.1%
1547826280	1	< 0.1%
1535708640	1	< 0.1%
1363427320	1	< 0.1%
1072284480	1	< 0.1%
1037334640	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4479
Distinct (%)	44.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	163.80001

Minimum	0.8
Maximum	10915.19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.8
5-th percentile	13.95
Q1	42.315
median	85.07
Q3	180
95-th percentile	539.05
Maximum	10915.19
Range	10914.39
Interquartile range (IQR)	137.685

Descriptive statistics

Standard deviation	278.03669
Coefficient of variation (CV)	1.6974156
Kurtosis	255.91432
Mean	163.80001
Median Absolute Deviation (MAD)	55.07
Skewness	10.018999
Sum	1638000.1
Variance	77304.402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	279	2.8%
160.0	82	0.8%
192.0	62	0.6%
96.0	60	0.6%
72.0	57	0.6%
48.0	49	0.5%
384.0	44	0.4%
60.0	41	0.4%
36.0	41	0.4%
198.0	36	0.4%
Other values (4469)	9249	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.8	3	< 0.1%
1.0	2	< 0.1%
1.14	5	0.1%
1.2	1	< 0.1%
1.5	1	< 0.1%
1.6	3	< 0.1%
2.0	4	< 0.1%
2.03	1	< 0.1%
2.1	1	< 0.1%
2.12	1	< 0.1%

Value	Count	Frequency (%)
10915.19	1	< 0.1%
3983.62	3	< 0.1%
3720.0	2	< 0.1%
3200.6	1	< 0.1%
3041.05	1	< 0.1%
2846.25	1	< 0.1%
2819.5	2	< 0.1%
2652.87	2	< 0.1%
2550.0	1	< 0.1%
2437.75	2	< 0.1%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
과세년도	1.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000
법정동	0.000	1.000	0.603	0.088	0.282	0.144	0.000	0.068	0.067	0.056
법정리	0.000	0.603	1.000	0.099	0.478	0.080	0.114	0.117	0.057	0.031
특수지	0.000	0.088	0.099	1.000	0.313	0.000	0.000	0.000	0.181	0.058
본번	0.000	0.282	0.478	0.313	1.000	0.135	0.076	0.042	0.060	0.060
부번	0.015	0.144	0.080	0.000	0.135	1.000	0.000	0.000	0.302	0.112
동	0.000	0.000	0.114	0.000	0.076	0.000	1.000	0.000	0.000	0.000
호	0.000	0.068	0.117	0.000	0.042	0.000	0.000	1.000	0.185	0.032
시가표준액	0.000	0.067	0.057	0.181	0.060	0.302	0.000	0.185	1.000	0.795
연면적	0.000	0.056	0.031	0.058	0.060	0.112	0.000	0.032	0.795	1.000

Heatmap
Table

	특수지	과세년도
특수지	1.000	0.000
과세년도	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지
법정동	1.000	0.462	-0.040	-0.021	-0.021	-0.135	-0.094	0.061	0.000	0.085
법정리	0.462	1.000	-0.134	-0.124	-0.027	-0.037	-0.143	0.054	0.000	0.093
본번	-0.040	-0.134	1.000	0.018	0.002	0.040	0.006	0.000	0.000	0.240
부번	-0.021	-0.124	0.018	1.000	0.003	0.060	0.131	-0.042	0.010	0.000
동	-0.021	-0.027	0.002	0.003	1.000	-0.031	-0.038	-0.058	0.000	0.000
호	-0.135	-0.037	0.040	0.060	-0.031	1.000	0.327	0.017	0.000	0.000
시가표준액	-0.094	-0.143	0.006	0.131	-0.038	0.327	1.000	0.523	0.000	0.139
연면적	0.061	0.054	0.000	-0.042	-0.058	0.017	0.523	1.000	0.000	0.071
과세년도	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	1.000	0.000
특수지	0.085	0.093	0.240	0.000	0.000	0.000	0.139	0.071	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
70698	경상북도	의성군	47730	2020	250	21	1	502	1	1	201	경상북도 의성군 의성읍 후죽리 502-1 1동 201호	43914960	87.48
27919	경상북도	의성군	47730	2018	370	49	1	726	9	1	204	경상북도 의성군 금성면 산운리 726-9 1동 204호	9788100	55.3
11364	경상북도	의성군	47730	2017	430	36	1	729	1	1	101	경상북도 의성군 안계면 도덕리 729-1 1동 101호	450000	18.0
7218	경상북도	의성군	47730	2017	400	33	1	154	0	1	104	경상북도 의성군 구천면 조성리 154 1동 104호	3304800	15.3
23252	경상북도	의성군	47730	2018	430	30	1	915	0	1	102	[ 용기4길 6 ] 0001동 0102호	69924470	129.73
53813	경상북도	의성군	47730	2020	250	29	1	11	4	1	1	경상북도 의성군 의성읍 팔성리 11-4 1동 1호	722960	25.82
16680	경상북도	의성군	47730	2017	430	30	1	507	32	1	101	경상북도 의성군 안계면 용기리 507-32 1동 101호	13230000	42.0
66052	경상북도	의성군	47730	2020	400	34	1	154	0	1	6	경상북도 의성군 구천면 장국리 154 1동 6호	420000	175.0
13323	경상북도	의성군	47730	2017	440	51	1	696	0	1	1	경상북도 의성군 다인면 용무리 696 1동 1호	95610	53.12
25347	경상북도	의성군	47730	2018	250	21	1	488	0	1	102	[ 후죽1길 11 ] 0001동 0102호	43390600	121.0

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적
41771	경상북도	의성군	47730	2019	430	30	1	469	17	1	102	경상북도 의성군 안계면 용기리 469-17 1동 102호	57217140	116.52
43468	경상북도	의성군	47730	2019	430	31	1	212	1	1	1	[ 토매1길 120 ] 0001동 0001호	14938200	77.4
45255	경상북도	의성군	47730	2019	360	33	1	668	0	1	101	경상북도 의성군 가음면 순호리 668 1동 101호	748800	18.0
39416	경상북도	의성군	47730	2019	360	31	1	914	0	1	101	[ 가산1길 5 ] 0001동 0101호	396000	165.0
28593	경상북도	의성군	47730	2018	380	38	1	530	0	1	102	[ 농공신동길 130-59 ] 0001동 0102호	2112000	192.0
65197	경상북도	의성군	47730	2020	360	34	1	1079	6	1	101	[ 빙계계곡길 14-6 ] 0001동 0101호	1599600	133.3
16169	경상북도	의성군	47730	2017	390	40	1	350	3	1	102	경상북도 의성군 비안면 이두리 350-3 1동 102호	96912000	242.28
31576	경상북도	의성군	47730	2018	440	37	1	683	0	1	101	경상북도 의성군 다인면 산내리 683 1동 101호	5400000	300.0
70931	경상북도	의성군	47730	2020	430	30	1	842	100	1	1	경상북도 의성군 안계면 용기리 842-100 1동 1호	26551660	45.31
32309	경상북도	의성군	47730	2018	440	40	1	989	57	1	1	[ 서부로 2858-30 ] 0001동 0001호	84990400	193.6

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	# duplicates
8	경상북도	의성군	47730	2018	370	42	1	670	1	1	101	경상북도 의성군 금성면 하리 670-1 1동 101호	44755200	336.0	3
15	경상북도	의성군	47730	2019	410	31	1	470	1	1	101	[ 구단길 112 ] 0001동 0101호	4720000	100.0	3
0	경상북도	의성군	47730	2017	250	26	1	714	0	1	101	경상북도 의성군 의성읍 치선리 714 1동 101호	6594580	180.18	2
1	경상북도	의성군	47730	2017	310	38	1	370	14	1	101	경상북도 의성군 단촌면 후평리 370-14 1동 101호	595200	198.4	2
2	경상북도	의성군	47730	2017	420	34	1	230	0	1	101	경상북도 의성군 단북면 신하리 230 1동 101호	3360000	350.0	2
3	경상북도	의성군	47730	2017	440	36	1	529	0	1	101	경상북도 의성군 다인면 서릉리 529 1동 101호	172808650	1319.15	2
4	경상북도	의성군	47730	2017	440	37	1	683	0	1	101	경상북도 의성군 다인면 산내리 683 1동 101호	5220000	300.0	2
5	경상북도	의성군	47730	2017	440	49	1	48	5	1	101	경상북도 의성군 다인면 외정리 48-5 1동 101호	26092800	288.0	2
6	경상북도	의성군	47730	2017	460	38	1	1203	0	1	101	경상북도 의성군 안평면 신월리 1203 1동 101호	39347000	539.0	2
7	경상북도	의성군	47730	2018	310	33	1	576	0	1	101	경상북도 의성군 단촌면 관덕리 576 1동 101호	14040000	900.0	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