gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	33
Duplicate rows (%)	0.3%
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	일반건축물에 대한 지방세 부과기준인 시가표준액을 제공하며 자치단체명, 자치단체코드, 물건지, 시가표준금액, 연면적, 기준일자로 구성되어 있음
Author	경상남도 함양군
URL	https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15079879

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 33 (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 (81.6%)	Imbalance
`동` is highly skewed (γ1 = 81.54573018)	Skewed
`시가표준액` is highly skewed (γ1 = 39.40828648)	Skewed
`연면적` is highly skewed (γ1 = 28.26505892)	Skewed
`부번` has 3968 (39.7%) zeros	Zeros
`동` has 102 (1.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:01:44.460891
Analysis finished	2024-04-06 08:02:04.152614
Duration	19.69 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

함양군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
함양군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
함양군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

48870	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	48870
2nd row	48870
3rd row	48870
4th row	48870
5th row	48870

Common Values

Value	Count	Frequency (%)
48870	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
48870	10000	100.0%

과세년도
Categorical

CONSTANT

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

2021	10000

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	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	10000	100.0%

법정동
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	320.94

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	390
Maximum	400
Range	150
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	51.452708
Coefficient of variation (CV)	0.16031878
Kurtosis	-1.3222869
Mean	320.94
Median Absolute Deviation (MAD)	30
Skewness	-0.29820288
Sum	3209400
Variance	2647.3811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
250	2985	29.8%
360	1530	15.3%
340	947	9.5%
310	925	9.2%
320	644	6.4%
380	596	6.0%
350	583	5.8%
390	487	4.9%
330	455	4.5%
400	439	4.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	2985	29.8%
310	925	9.2%
320	644	6.4%
330	455	4.5%
340	947	9.5%
350	583	5.8%
360	1530	15.3%
370	409	4.1%
380	596	6.0%
390	487	4.9%

Value	Count	Frequency (%)
400	439	4.4%
390	487	4.9%
380	596	6.0%
370	409	4.1%
360	1530	15.3%
350	583	5.8%
340	947	9.5%
330	455	4.5%
320	644	6.4%
310	925	9.2%

법정리
Real number (ℝ)

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.4355

Minimum	21
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	22
median	25
Q3	28
95-th percentile	33
Maximum	35
Range	14
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.6623737
Coefficient of variation (CV)	0.1439867
Kurtosis	-0.15845844
Mean	25.4355
Median Absolute Deviation (MAD)	3
Skewness	0.75565147
Sum	254355
Variance	13.412981
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
22	1524	15.2%
24	1386	13.9%
21	1360	13.6%
25	871	8.7%
27	848	8.5%
26	708	7.1%
29	700	7.0%
23	611	6.1%
28	589	5.9%
30	387	3.9%
Other values (5)	1016	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1360	13.6%
22	1524	15.2%
23	611	6.1%
24	1386	13.9%
25	871	8.7%
26	708	7.1%
27	848	8.5%
28	589	5.9%
29	700	7.0%
30	387	3.9%

Value	Count	Frequency (%)
35	241	2.4%
34	149	1.5%
33	210	2.1%
32	142	1.4%
31	274	2.7%
30	387	3.9%
29	700	7.0%
28	589	5.9%
27	848	8.5%
26	708	7.1%

특수지
Categorical

IMBALANCE

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

1	9720
2	280

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	9720	97.2%
2	280	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9720	97.2%
2	280	2.8%

본번
Real number (ℝ)

Distinct	1395
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	573.6158

Minimum	1
Maximum	2417
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	34
Q1	226
median	521.5
Q3	815
95-th percentile	1329
Maximum	2417
Range	2416
Interquartile range (IQR)	589

Descriptive statistics

Standard deviation	423.60697
Coefficient of variation (CV)	0.73848553
Kurtosis	0.81915609
Mean	573.6158
Median Absolute Deviation (MAD)	295.5
Skewness	0.91178483
Sum	5736158
Variance	179442.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1250	71	0.7%
607	70	0.7%
723	50	0.5%
181	44	0.4%
701	43	0.4%
691	41	0.4%
1782	36	0.4%
31	32	0.3%
480	32	0.3%
285	32	0.3%
Other values (1385)	9549	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	29	0.3%
2	14	0.1%
3	19	0.2%
4	15	0.1%
5	14	0.1%
6	12	0.1%
7	17	0.2%
8	6	0.1%
9	16	0.2%
10	19	0.2%

Value	Count	Frequency (%)
2417	1	< 0.1%
2331	1	< 0.1%
2263	2	< 0.1%
2206	2	< 0.1%
2205	1	< 0.1%
2204	3	< 0.1%
2203	2	< 0.1%
2202	1	< 0.1%
2201	3	< 0.1%
2200	5	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	83
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7083

Minimum	0
Maximum	202
Zeros	3968
Zeros (%)	39.7%
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	15
Maximum	202
Range	202
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	10.050309
Coefficient of variation (CV)	2.7102201
Kurtosis	129.62095
Mean	3.7083
Median Absolute Deviation (MAD)	1
Skewness	9.4117124
Sum	37083
Variance	101.00871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3968	39.7%
1	1882	18.8%
2	898	9.0%
3	738	7.4%
4	404	4.0%
5	380	3.8%
6	324	3.2%
7	204	2.0%
8	175	1.8%
9	125	1.2%
Other values (73)	902	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3968	39.7%
1	1882	18.8%
2	898	9.0%
3	738	7.4%
4	404	4.0%
5	380	3.8%
6	324	3.2%
7	204	2.0%
8	175	1.8%
9	125	1.2%

Value	Count	Frequency (%)
202	3	< 0.1%
191	2	< 0.1%
189	1	< 0.1%
149	1	< 0.1%
140	1	< 0.1%
139	1	< 0.1%
134	2	< 0.1%
123	1	< 0.1%
122	3	< 0.1%
119	1	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.208

Minimum	0
Maximum	715
Zeros	102
Zeros (%)	1.0%
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	715
Range	715
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.6984844
Coefficient of variation (CV)	6.3729176
Kurtosis	7417.1386
Mean	1.208
Median Absolute Deviation (MAD)	0
Skewness	81.54573
Sum	12080
Variance	59.266663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	9505	95.0%
2	299	3.0%
0	102	1.0%
3	34	0.3%
4	15	0.1%
5	10	0.1%
6	5	0.1%
8	5	0.1%
107	4	< 0.1%
7	4	< 0.1%
Other values (9)	17	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	1.0%
1	9505	95.0%
2	299	3.0%
3	34	0.3%
4	15	0.1%
5	10	0.1%
6	5	0.1%
7	4	< 0.1%
8	5	0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
715	1	< 0.1%
108	2	< 0.1%
107	4	< 0.1%
101	1	< 0.1%
33	3	< 0.1%
14	1	< 0.1%
13	1	< 0.1%
11	3	< 0.1%
10	3	< 0.1%
9	2	< 0.1%

호
Real number (ℝ)

Distinct	90
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.7671

Minimum	0
Maximum	8201
Zeros	12
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	3
Q3	101
95-th percentile	203
Maximum	8201
Range	8201
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	897.95426
Coefficient of variation (CV)	5.727951
Kurtosis	73.639621
Mean	156.7671
Median Absolute Deviation (MAD)	2
Skewness	8.6563471
Sum	1567671
Variance	806321.86
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3582	35.8%
101	1411	14.1%
2	1367	13.7%
201	861	8.6%
3	646	6.5%
102	499	5.0%
4	289	2.9%
103	162	1.6%
301	151	1.5%
5	147	1.5%
Other values (80)	885	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	0.1%
1	3582	35.8%
2	1367	13.7%
3	646	6.5%
4	289	2.9%
5	147	1.5%
6	80	0.8%
7	50	0.5%
8	33	0.3%
9	21	0.2%

Value	Count	Frequency (%)
8201	1	< 0.1%
8103	3	< 0.1%
8102	18	0.2%
8101	102	1.0%
8001	1	< 0.1%
907	1	< 0.1%
801	3	< 0.1%
707	1	< 0.1%
704	1	< 0.1%
701	2	< 0.1%

물건지
Text

Distinct	9419
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	31
Mean length	26.9019
Min length	20

Characters and Unicode

Total characters	269019
Distinct characters	238
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	9075 ?
Unique (%)	90.8%

Sample

1st row	경상남도 함양군 함양읍 백천리 1239-2 1동 2호
2nd row	경상남도 함양군 마천면 강청리 458 1동 201호
3rd row	[ 하림강변길 43-30 ] 0001동 0001호
4th row	[ 천왕봉로 3097 ] 0001동 0001호
5th row	경상남도 함양군 휴천면 송전리 611-1 2동 101호

Value	Count	Frequency (%)
경상남도	7180	10.7%
함양군	7180	10.7%
1동	6814	10.1%
	5640	8.4%
0001동	2691	4.0%
1호	2510	3.7%
함양읍	1952	2.9%
안의면	1132	1.7%
2호	1097	1.6%
0001호	1071	1.6%
Other values (4276)	30113	44.7%

Most occurring characters

Value	Count	Frequency (%)
	57380	21.3%
1	25649	9.5%
0	20507	7.6%
동	11040	4.1%
호	10089	3.8%
양	9591	3.6%
함	9457	3.5%
상	8006	3.0%
2	7973	3.0%
남	7618	2.8%
Other values (228)	101709	37.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	123829	46.0%
Decimal Number	77003	28.6%
Space Separator	57380	21.3%
Dash Punctuation	5158	1.9%
Close Punctuation	2820	1.0%
Open Punctuation	2820	1.0%
Uppercase Letter	9	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11040	8.9%
호	10089	8.1%
양	9591	7.7%
함	9457	7.6%
상	8006	6.5%
남	7618	6.2%
도	7531	6.1%
군	7245	5.9%
경	7207	5.8%
리	7201	5.8%
Other values (213)	38844	31.4%

Decimal Number

Value	Count	Frequency (%)
1	25649	33.3%
0	20507	26.6%
2	7973	10.4%
3	5031	6.5%
4	3435	4.5%
5	3144	4.1%
7	3088	4.0%
6	2887	3.7%
8	2862	3.7%
9	2427	3.2%

Space Separator

Value	Count	Frequency (%)
	57380	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5158	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2820	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2820	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	145181	54.0%
Hangul	123829	46.0%
Latin	9	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11040	8.9%
호	10089	8.1%
양	9591	7.7%
함	9457	7.6%
상	8006	6.5%
남	7618	6.2%
도	7531	6.1%
군	7245	5.9%
경	7207	5.8%
리	7201	5.8%
Other values (213)	38844	31.4%

Common

Value	Count	Frequency (%)
	57380	39.5%
1	25649	17.7%
0	20507	14.1%
2	7973	5.5%
-	5158	3.6%
3	5031	3.5%
4	3435	2.4%
5	3144	2.2%
7	3088	2.1%
6	2887	2.0%
Other values (4)	10929	7.5%

Latin

Value	Count	Frequency (%)
B	9	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	145190	54.0%
Hangul	123829	46.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57380	39.5%
1	25649	17.7%
0	20507	14.1%
2	7973	5.5%
-	5158	3.6%
3	5031	3.5%
4	3435	2.4%
5	3144	2.2%
7	3088	2.1%
6	2887	2.0%
Other values (5)	10938	7.5%

Hangul

Value	Count	Frequency (%)
동	11040	8.9%
호	10089	8.1%
양	9591	7.7%
함	9457	7.6%
상	8006	6.5%
남	7618	6.2%
도	7531	6.1%
군	7245	5.9%
경	7207	5.8%
리	7201	5.8%
Other values (213)	38844	31.4%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8096
Distinct (%)	81.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33989911

Minimum	13200
Maximum	9.1726435 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	13200
5-th percentile	347070
Q1	1762852.5
median	7598255
Q3	30942550
95-th percentile	1.4097719 × 10⁸
Maximum	9.1726435 × 10⁹
Range	9.1726303 × 10⁹
Interquartile range (IQR)	29179698

Descriptive statistics

Standard deviation	1.323509 × 10⁸
Coefficient of variation (CV)	3.8938289
Kurtosis	2419.3818
Mean	33989911
Median Absolute Deviation (MAD)	6938255
Skewness	39.408286
Sum	3.3989911 × 10¹¹
Variance	1.7516761 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126000	19	0.2%
950400	18	0.2%
660000	17	0.2%
462000	16	0.2%
252000	16	0.2%
528000	16	0.2%
396000	14	0.1%
924000	13	0.1%
1900800	13	0.1%
540000	13	0.1%
Other values (8086)	9845	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13200	1	< 0.1%
19000	1	< 0.1%
26000	1	< 0.1%
36000	1	< 0.1%
37000	1	< 0.1%
40000	2	< 0.1%
42000	2	< 0.1%
42500	1	< 0.1%
46000	1	< 0.1%
46800	1	< 0.1%

Value	Count	Frequency (%)
9172643510	1	< 0.1%
4173749150	1	< 0.1%
3077982800	1	< 0.1%
2314651900	1	< 0.1%
2068992210	1	< 0.1%
1755094950	1	< 0.1%
1342224800	1	< 0.1%
1256993200	1	< 0.1%
1157352850	1	< 0.1%
1052774140	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	4949
Distinct (%)	49.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	141.25818

Minimum	0.81
Maximum	20906.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.81
5-th percentile	11.25
Q1	32
median	69.22
Q3	146.3475
95-th percentile	483.623
Maximum	20906.31
Range	20905.5
Interquartile range (IQR)	114.3475

Descriptive statistics

Standard deviation	348.15367
Coefficient of variation (CV)	2.464662
Kurtosis	1411.4358
Mean	141.25818
Median Absolute Deviation (MAD)	46.12
Skewness	28.265059
Sum	1412581.8
Variance	121210.98
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	390	3.9%
33.0	76	0.8%
50.0	72	0.7%
66.0	63	0.6%
36.0	59	0.6%
24.0	55	0.5%
60.0	54	0.5%
40.0	53	0.5%
30.0	48	0.5%
27.0	44	0.4%
Other values (4939)	9086	90.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.81	2	< 0.1%
0.86	1	< 0.1%
0.9	1	< 0.1%
0.92	1	< 0.1%
1.0	5	0.1%
1.05	1	< 0.1%
1.3	1	< 0.1%
1.4	1	< 0.1%
1.44	2	< 0.1%
1.5	1	< 0.1%

Value	Count	Frequency (%)
20906.31	1	< 0.1%
10433.84	1	< 0.1%
8195.07	1	< 0.1%
7145.09	1	< 0.1%
7007.0	1	< 0.1%
4935.65	1	< 0.1%
3923.23	1	< 0.1%
3278.91	1	< 0.1%
3141.33	1	< 0.1%
3117.0	1	< 0.1%

기준일자
Categorical

CONSTANT

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

2021-06-01	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021-06-01
2nd row	2021-06-01
3rd row	2021-06-01
4th row	2021-06-01
5th row	2021-06-01

Common Values

Value	Count	Frequency (%)
2021-06-01	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021-06-01	10000	100.0%

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적
법정동	1.000	0.489	0.063	0.364	0.145	0.009	0.046	0.055	0.011
법정리	0.489	1.000	0.168	0.381	0.113	0.043	0.011	0.000	0.045
특수지	0.063	0.168	1.000	0.359	0.000	0.000	0.012	0.000	0.000
본번	0.364	0.381	0.359	1.000	0.085	0.066	0.000	0.095	0.064
부번	0.145	0.113	0.000	0.085	1.000	0.000	0.000	0.000	0.000
동	0.009	0.043	0.000	0.066	0.000	1.000	0.000	0.000	0.000
호	0.046	0.011	0.012	0.000	0.000	0.000	1.000	0.092	0.000
시가표준액	0.055	0.000	0.000	0.095	0.000	0.000	0.092	1.000	0.967
연면적	0.011	0.045	0.000	0.064	0.000	0.000	0.000	0.967	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	특수지
법정동	1.000	-0.078	0.037	-0.187	-0.044	-0.201	-0.218	-0.065	0.102
법정리	-0.078	1.000	0.037	-0.136	-0.006	-0.152	-0.091	-0.004	0.128
본번	0.037	0.037	1.000	0.000	-0.022	-0.008	0.004	0.027	0.276
부번	-0.187	-0.136	0.000	1.000	-0.002	0.126	0.155	0.027	0.000
동	-0.044	-0.006	-0.022	-0.002	1.000	0.049	0.047	0.009	0.000
호	-0.201	-0.152	-0.008	0.126	0.049	1.000	0.342	0.063	0.020
시가표준액	-0.218	-0.091	0.004	0.155	0.047	0.342	1.000	0.639	0.000
연면적	-0.065	-0.004	0.027	0.027	0.009	0.063	0.639	1.000	0.000
특수지	0.102	0.128	0.276	0.000	0.000	0.020	0.000	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
4375	경상남도	함양군	48870	2021	250	27	1	1239	2	1	2	경상남도 함양군 함양읍 백천리 1239-2 1동 2호	35055020	192.61	2021-06-01
7868	경상남도	함양군	48870	2021	310	25	1	458	0	1	201	경상남도 함양군 마천면 강청리 458 1동 201호	33365650	84.47	2021-06-01
2343	경상남도	함양군	48870	2021	250	22	1	475	1	1	1	[ 하림강변길 43-30 ] 0001동 0001호	5819000	105.8	2021-06-01
5640	경상남도	함양군	48870	2021	330	26	1	456	3	1	1	[ 천왕봉로 3097 ] 0001동 0001호	10704280	100.04	2021-06-01
5588	경상남도	함양군	48870	2021	320	30	1	611	1	2	101	경상남도 함양군 휴천면 송전리 611-1 2동 101호	480000	24.0	2021-06-01
939	경상남도	함양군	48870	2021	250	27	1	309	0	1	201	경상남도 함양군 함양읍 백천리 309 1동 201호	101471000	349.9	2021-06-01
6673	경상남도	함양군	48870	2021	310	23	1	232	0	1	1	경상남도 함양군 마천면 덕전리 232 1동 1호	4936950	16.2	2021-06-01
10008	경상남도	함양군	48870	2021	360	23	1	11	1	1	101	[ 약초시장길 37 ] 0001동 0101호	141894900	212.1	2021-06-01
3769	경상남도	함양군	48870	2021	250	27	1	1593	0	1	2	경상남도 함양군 함양읍 백천리 1593 1동 2호	2979200	60.8	2021-06-01
1747	경상남도	함양군	48870	2021	250	22	1	605	3	1	301	[ 용평중앙길 32 ] 0001동 0301호	39644570	84.53	2021-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
17172	경상남도	함양군	48870	2021	400	23	1	376	2	1	1	경상남도 함양군 병곡면 송평리 376-2 1동 1호	7561620	66.33	2021-06-01
1131	경상남도	함양군	48870	2021	250	27	1	309	0	1	201	경상남도 함양군 함양읍 백천리 309 1동 201호	17493000	73.5	2021-06-01
12642	경상남도	함양군	48870	2021	380	24	1	1017	4	1	1	경상남도 함양군 서상면 금당리 1017-4 1동 1호	84564000	270.0	2021-06-01
12866	경상남도	함양군	48870	2021	380	26	1	552	0	1	3	경상남도 함양군 서상면 상남리 552 1동 3호	6876480	9.88	2021-06-01
14623	경상남도	함양군	48870	2021	390	22	1	529	2	1	2	[ 동백길 8-10 ] 0001동 0002호	2322000	18.0	2021-06-01
12825	경상남도	함양군	48870	2021	370	23	1	204	4	1	9	경상남도 함양군 서하면 다곡리 204-4 1동 9호	825000	75.0	2021-06-01
220	경상남도	함양군	48870	2021	250	35	1	1046	8	1	103	[ 삼봉로 292-10 ] 0001동 0103호	23888080	62.16	2021-06-01
9149	경상남도	함양군	48870	2021	360	25	1	396	0	1	1	경상남도 함양군 안의면 황곡리 396 1동 1호	1476000	36.0	2021-06-01
17048	경상남도	함양군	48870	2021	400	23	1	391	1	1	201	[ 함양남서로 1736 ] 0001동 0201호	16642720	70.52	2021-06-01
11836	경상남도	함양군	48870	2021	340	26	1	158	0	1	1	경상남도 함양군 수동면 내백리 158 1동 1호	3663000	333.0	2021-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
8	경상남도	함양군	48870	2021	310	25	1	788	1	1	경상남도 함양군 마천면 강청리 788 1동 1호	18018000	24.75	2021-06-01	5
7	경상남도	함양군	48870	2021	310	24	2	161	1	1	경상남도 함양군 마천면 삼정리 산 161 1동 1호	4921000	25.9	2021-06-01	4
9	경상남도	함양군	48870	2021	310	25	1	788	1	1	경상남도 함양군 마천면 강청리 788 1동 1호	20638800	22.68	2021-06-01	4
25	경상남도	함양군	48870	2021	360	32	1	1358	1	1	경상남도 함양군 안의면 하원리 1358 1동 1호	3875040	24.84	2021-06-01	4
28	경상남도	함양군	48870	2021	380	26	1	1782	1	1	경상남도 함양군 서상면 상남리 1782 1동 1호	1204000	4.0	2021-06-01	4
10	경상남도	함양군	48870	2021	310	25	1	788	1	2	경상남도 함양군 마천면 강청리 788 1동 2호	11468540	15.13	2021-06-01	3
11	경상남도	함양군	48870	2021	310	25	1	788	1	2	경상남도 함양군 마천면 강청리 788 1동 2호	17064000	18.0	2021-06-01	3
15	경상남도	함양군	48870	2021	330	21	1	1138	1	101	경상남도 함양군 유림면 손곡리 1138 1동 101호	38903760	390.6	2021-06-01	3
19	경상남도	함양군	48870	2021	340	27	1	1090	1	1	경상남도 함양군 수동면 우명리 1090 1동 1호	1476000	18.0	2021-06-01	3
20	경상남도	함양군	48870	2021	350	26	1	523	1	1	경상남도 함양군 지곡면 남효리 523 1동 1호	2142000	18.0	2021-06-01	3

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

Uppercase Letter

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