gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	35
Duplicate rows (%)	0.4%
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://www.data.go.kr/data/15079879/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 35 (0.4%) 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 (82.3%)	Imbalance
`동` is highly skewed (γ1 = 42.26988113)	Skewed
`시가표준액` is highly skewed (γ1 = 34.31017415)	Skewed
`연면적` is highly skewed (γ1 = 27.87859683)	Skewed
`부번` has 4026 (40.3%) zeros	Zeros
`동` has 107 (1.1%) zeros	Zeros

Reproduction

Analysis started	2024-04-06 08:24:56.937189
Analysis finished	2024-04-06 08:25:16.869293
Duration	19.93 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	320.458

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	51.370752
Coefficient of variation (CV)	0.16030416
Kurtosis	-1.3304341
Mean	320.458
Median Absolute Deviation (MAD)	30
Skewness	-0.29476359
Sum	3204580
Variance	2638.9541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
250	3020	30.2%
360	1522	15.2%
340	988	9.9%
310	887	8.9%
320	637	6.4%
350	597	6.0%
380	557	5.6%
390	479	4.8%
330	471	4.7%
370	424	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	3020	30.2%
310	887	8.9%
320	637	6.4%
330	471	4.7%
340	988	9.9%
350	597	6.0%
360	1522	15.2%
370	424	4.2%
380	557	5.6%
390	479	4.8%

Value	Count	Frequency (%)
400	418	4.2%
390	479	4.8%
380	557	5.6%
370	424	4.2%
360	1522	15.2%
350	597	6.0%
340	988	9.9%
330	471	4.7%
320	637	6.4%
310	887	8.9%

법정리
Real number (ℝ)

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.4161

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	3.6485466
Coefficient of variation (CV)	0.14355257
Kurtosis	-0.08920702
Mean	25.4161
Median Absolute Deviation (MAD)	3
Skewness	0.7737716
Sum	254161
Variance	13.311892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
22	1499	15.0%
24	1390	13.9%
21	1370	13.7%
27	863	8.6%
25	863	8.6%
26	743	7.4%
29	714	7.1%
23	628	6.3%
28	575	5.8%
30	374	3.7%
Other values (5)	981	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	1370	13.7%
22	1499	15.0%
23	628	6.3%
24	1390	13.9%
25	863	8.6%
26	743	7.4%
27	863	8.6%
28	575	5.8%
29	714	7.1%
30	374	3.7%

Value	Count	Frequency (%)
35	259	2.6%
34	143	1.4%
33	192	1.9%
32	129	1.3%
31	258	2.6%
30	374	3.7%
29	714	7.1%
28	575	5.8%
27	863	8.6%
26	743	7.4%

특수지
Categorical

IMBALANCE

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

1	9735
2	265

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	9735	97.4%
2	265	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9735	97.4%
2	265	2.6%

본번
Real number (ℝ)

Distinct	1399
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	576.6734

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	33
Q1	224
median	522
Q3	817
95-th percentile	1355
Maximum	2417
Range	2416
Interquartile range (IQR)	593

Descriptive statistics

Standard deviation	429.31231
Coefficient of variation (CV)	0.74446352
Kurtosis	0.89065243
Mean	576.6734
Median Absolute Deviation (MAD)	297
Skewness	0.94072855
Sum	5766734
Variance	184309.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607	78	0.8%
1250	70	0.7%
701	42	0.4%
691	42	0.4%
181	41	0.4%
1782	40	0.4%
723	35	0.4%
480	35	0.4%
611	34	0.3%
21	34	0.3%
Other values (1389)	9549	95.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	33	0.3%
2	13	0.1%
3	20	0.2%
4	8	0.1%
5	18	0.2%
6	6	0.1%
7	22	0.2%
8	7	0.1%
9	20	0.2%
10	17	0.2%

Value	Count	Frequency (%)
2417	1	< 0.1%
2331	1	< 0.1%
2263	1	< 0.1%
2206	2	< 0.1%
2205	1	< 0.1%
2204	3	< 0.1%
2203	3	< 0.1%
2202	7	0.1%
2201	4	< 0.1%
2200	6	0.1%

부번
Real number (ℝ)

ZEROS

Distinct	78
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6483

Minimum	0
Maximum	248
Zeros	4026
Zeros (%)	40.3%
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	15
Maximum	248
Range	248
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	9.7158349
Coefficient of variation (CV)	2.6631129
Kurtosis	133.73503
Mean	3.6483
Median Absolute Deviation (MAD)	1
Skewness	9.2266238
Sum	36483
Variance	94.397447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4026	40.3%
1	1929	19.3%
2	839	8.4%
3	752	7.5%
5	370	3.7%
4	360	3.6%
6	313	3.1%
7	209	2.1%
8	180	1.8%
9	130	1.3%
Other values (68)	892	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4026	40.3%
1	1929	19.3%
2	839	8.4%
3	752	7.5%
4	360	3.6%
5	370	3.7%
6	313	3.1%
7	209	2.1%
8	180	1.8%
9	130	1.3%

Value	Count	Frequency (%)
248	1	< 0.1%
202	1	< 0.1%
191	2	< 0.1%
149	1	< 0.1%
134	2	< 0.1%
123	1	< 0.1%
122	1	< 0.1%
118	2	< 0.1%
112	3	< 0.1%
107	3	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1085

Minimum	0
Maximum	108
Zeros	107
Zeros (%)	1.1%
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	108
Range	108
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2729814
Coefficient of variation (CV)	2.0505019
Kurtosis	1934.7085
Mean	1.1085
Median Absolute Deviation (MAD)	0
Skewness	42.269881
Sum	11085
Variance	5.1664444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	9485	94.8%
2	317	3.2%
0	107	1.1%
3	39	0.4%
5	12	0.1%
4	12	0.1%
6	5	0.1%
7	4	< 0.1%
33	4	< 0.1%
11	4	< 0.1%
Other values (6)	11	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	1.1%
1	9485	94.8%
2	317	3.2%
3	39	0.4%
4	12	0.1%
5	12	0.1%
6	5	0.1%
7	4	< 0.1%
8	3	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
108	2	< 0.1%
107	2	< 0.1%
33	4	< 0.1%
15	1	< 0.1%
14	2	< 0.1%
11	4	< 0.1%
10	1	< 0.1%
8	3	< 0.1%
7	4	< 0.1%
6	5	0.1%

호
Real number (ℝ)

Distinct	89
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	160.0132

Minimum	0
Maximum	8201
Zeros	5
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	908.49946
Coefficient of variation (CV)	5.6776532
Kurtosis	71.776408
Mean	160.0132
Median Absolute Deviation (MAD)	2
Skewness	8.5485556
Sum	1600132
Variance	825371.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3562	35.6%
101	1431	14.3%
2	1339	13.4%
201	862	8.6%
3	650	6.5%
102	470	4.7%
4	292	2.9%
103	165	1.7%
301	160	1.6%
5	159	1.6%
Other values (79)	910	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
1	3562	35.6%
2	1339	13.4%
3	650	6.5%
4	292	2.9%
5	159	1.6%
6	88	0.9%
7	50	0.5%
8	33	0.3%
9	21	0.2%

Value	Count	Frequency (%)
8201	1	< 0.1%
8104	1	< 0.1%
8103	3	< 0.1%
8102	17	0.2%
8101	105	1.1%
8001	1	< 0.1%
1107	1	< 0.1%
907	1	< 0.1%
801	4	< 0.1%
707	1	< 0.1%

물건지
Text

Distinct	9430
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	32
Mean length	26.903
Min length	21

Characters and Unicode

Total characters	269030
Distinct characters	234
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	[ 함양남서로 996-48 ] 0007동 0101호
2nd row	[ 한들로 179 ] 0001동 0102호
3rd row	경상남도 함양군 휴천면 남호리 762 1동 101호
4th row	경상남도 함양군 함양읍 백연리 67-1 1동 201호
5th row	경상남도 함양군 수동면 내백리 89-29 2동 201호

Value	Count	Frequency (%)
경상남도	7239	10.7%
함양군	7239	10.7%
1동	6869	10.2%
	5522	8.2%
0001동	2616	3.9%
1호	2545	3.8%
함양읍	1997	3.0%
안의면	1130	1.7%
2호	1090	1.6%
0001호	1015	1.5%
Other values (4237)	30155	44.7%

Most occurring characters

Value	Count	Frequency (%)
	57417	21.3%
1	25706	9.6%
0	20182	7.5%
동	11065	4.1%
호	10103	3.8%
양	9680	3.6%
함	9564	3.6%
상	8022	3.0%
2	7957	3.0%
남	7679	2.9%
Other values (224)	101655	37.8%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	124343	46.2%
Decimal Number	76618	28.5%
Space Separator	57417	21.3%
Dash Punctuation	5120	1.9%
Open Punctuation	2761	1.0%
Close Punctuation	2761	1.0%
Uppercase Letter	10	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	11065	8.9%
호	10103	8.1%
양	9680	7.8%
함	9564	7.7%
상	8022	6.5%
남	7679	6.2%
도	7592	6.1%
군	7309	5.9%
경	7268	5.8%
리	7256	5.8%
Other values (209)	38805	31.2%

Decimal Number

Value	Count	Frequency (%)
1	25706	33.6%
0	20182	26.3%
2	7957	10.4%
3	5012	6.5%
4	3433	4.5%
5	3155	4.1%
7	3107	4.1%
8	2818	3.7%
6	2814	3.7%
9	2434	3.2%

Space Separator

Value	Count	Frequency (%)
	57417	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5120	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2761	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2761	100.0%

Uppercase Letter

Value	Count	Frequency (%)
B	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	144677	53.8%
Hangul	124343	46.2%
Latin	10	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	11065	8.9%
호	10103	8.1%
양	9680	7.8%
함	9564	7.7%
상	8022	6.5%
남	7679	6.2%
도	7592	6.1%
군	7309	5.9%
경	7268	5.8%
리	7256	5.8%
Other values (209)	38805	31.2%

Common

Value	Count	Frequency (%)
	57417	39.7%
1	25706	17.8%
0	20182	13.9%
2	7957	5.5%
-	5120	3.5%
3	5012	3.5%
4	3433	2.4%
5	3155	2.2%
7	3107	2.1%
8	2818	1.9%
Other values (4)	10770	7.4%

Latin

Value	Count	Frequency (%)
B	10	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144687	53.8%
Hangul	124343	46.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	57417	39.7%
1	25706	17.8%
0	20182	13.9%
2	7957	5.5%
-	5120	3.5%
3	5012	3.5%
4	3433	2.4%
5	3155	2.2%
7	3107	2.1%
8	2818	1.9%
Other values (5)	10780	7.5%

Hangul

Value	Count	Frequency (%)
동	11065	8.9%
호	10103	8.1%
양	9680	7.8%
함	9564	7.7%
상	8022	6.5%
남	7679	6.2%
도	7592	6.1%
군	7309	5.9%
경	7268	5.8%
리	7256	5.8%
Other values (209)	38805	31.2%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8151
Distinct (%)	81.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36477054

Minimum	5000
Maximum	9.1726435 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	5000
5-th percentile	350000
Q1	1808095
median	7902100
Q3	32346720
95-th percentile	1.4505913 × 10⁸
Maximum	9.1726435 × 10⁹
Range	9.1726385 × 10⁹
Interquartile range (IQR)	30538625

Descriptive statistics

Standard deviation	1.4903589 × 10⁸
Coefficient of variation (CV)	4.0857437
Kurtosis	1749.5444
Mean	36477054
Median Absolute Deviation (MAD)	7232450
Skewness	34.310174
Sum	3.6477054 × 10¹¹
Variance	2.2211697 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126000	21	0.2%
396000	17	0.2%
1900800	17	0.2%
252000	16	0.2%
950400	15	0.1%
840000	14	0.1%
462000	14	0.1%
540000	13	0.1%
660000	13	0.1%
594000	12	0.1%
Other values (8141)	9848	98.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5000	1	< 0.1%
20000	1	< 0.1%
24640	1	< 0.1%
26000	1	< 0.1%
27450	1	< 0.1%
36000	1	< 0.1%
37000	1	< 0.1%
40000	1	< 0.1%
42000	1	< 0.1%
42500	1	< 0.1%

Value	Count	Frequency (%)
9172643510	1	< 0.1%
5837715400	1	< 0.1%
4173749150	1	< 0.1%
3287984620	1	< 0.1%
3077982800	1	< 0.1%
2068992210	1	< 0.1%
1755094950	1	< 0.1%
1342224800	1	< 0.1%
1256993200	1	< 0.1%
1157352850	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	5004
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	147.81596

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
Q1	32
median	71.22
Q3	153
95-th percentile	493.924
Maximum	20906.31
Range	20905.5
Interquartile range (IQR)	121

Descriptive statistics

Standard deviation	390.43519
Coefficient of variation (CV)	2.6413602
Kurtosis	1237.2872
Mean	147.81596
Median Absolute Deviation (MAD)	48.72
Skewness	27.878597
Sum	1478159.6
Variance	152439.64
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	381	3.8%
50.0	65	0.7%
33.0	64	0.6%
36.0	61	0.6%
66.0	57	0.6%
40.0	46	0.5%
12.0	44	0.4%
27.0	44	0.4%
24.0	43	0.4%
60.0	42	0.4%
Other values (4994)	9153	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.81	4	< 0.1%
0.86	1	< 0.1%
0.9	1	< 0.1%
1.0	4	< 0.1%
1.2	1	< 0.1%
1.44	1	< 0.1%
1.5	1	< 0.1%
1.54	4	< 0.1%
1.62	1	< 0.1%
1.95	1	< 0.1%

Value	Count	Frequency (%)
20906.31	1	< 0.1%
17119.4	1	< 0.1%
10433.84	1	< 0.1%
8195.07	1	< 0.1%
6669.34	1	< 0.1%
4935.65	1	< 0.1%
3923.23	1	< 0.1%
3713.0	1	< 0.1%
3298.24	1	< 0.1%
3278.91	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	0.487	0.080	0.375	0.087	0.066	0.012	0.082	0.022
법정리	0.487	1.000	0.184	0.392	0.144	0.067	0.044	0.000	0.033
특수지	0.080	0.184	1.000	0.346	0.000	0.181	0.000	0.036	0.000
본번	0.375	0.392	0.346	1.000	0.144	0.042	0.025	0.070	0.066
부번	0.087	0.144	0.000	0.144	1.000	0.000	0.000	0.000	0.000
동	0.066	0.067	0.181	0.042	0.000	1.000	0.026	0.080	0.060
호	0.012	0.044	0.000	0.025	0.000	0.026	1.000	0.086	0.000
시가표준액	0.082	0.000	0.036	0.070	0.000	0.080	0.086	1.000	0.977
연면적	0.022	0.033	0.000	0.066	0.000	0.060	0.000	0.977	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	특수지
법정동	1.000	-0.079	0.047	-0.184	-0.027	-0.215	-0.214	-0.067	0.103
법정리	-0.079	1.000	0.049	-0.140	-0.006	-0.160	-0.103	-0.012	0.139
본번	0.047	0.049	1.000	-0.004	-0.031	-0.012	0.010	0.040	0.265
부번	-0.184	-0.140	-0.004	1.000	-0.005	0.130	0.140	0.015	0.000
동	-0.027	-0.006	-0.031	-0.005	1.000	0.041	0.035	0.009	0.120
호	-0.215	-0.160	-0.012	0.130	0.041	1.000	0.341	0.061	0.000
시가표준액	-0.214	-0.103	0.010	0.140	0.035	0.341	1.000	0.645	0.039
연면적	-0.067	-0.012	0.040	0.015	0.009	0.061	0.645	1.000	0.000
특수지	0.103	0.139	0.265	0.000	0.120	0.000	0.039	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
950	경상남도	함양군	48870	2021	250	29	1	64	0	7	101	[ 함양남서로 996-48 ] 0007동 0101호	74179800	130.14	2021-06-01
3681	경상남도	함양군	48870	2021	250	24	1	136	8	1	102	[ 한들로 179 ] 0001동 0102호	13954790	29.24	2021-06-01
8661	경상남도	함양군	48870	2021	320	27	1	762	0	1	101	경상남도 함양군 휴천면 남호리 762 1동 101호	51421690	128.49	2021-06-01
2388	경상남도	함양군	48870	2021	250	28	1	67	1	1	201	경상남도 함양군 함양읍 백연리 67-1 1동 201호	78201530	132.77	2021-06-01
11994	경상남도	함양군	48870	2021	340	26	1	89	29	2	201	경상남도 함양군 수동면 내백리 89-29 2동 201호	6772700	144.1	2021-06-01
6840	경상남도	함양군	48870	2021	330	27	1	720	1	1	2	경상남도 함양군 유림면 대궁리 720-1 1동 2호	6531400	57.8	2021-06-01
10656	경상남도	함양군	48870	2021	350	30	1	1376	1	1	1	경상남도 함양군 지곡면 보산리 1376-1 1동 1호	9970470	23.91	2021-06-01
5339	경상남도	함양군	48870	2021	320	24	1	192	10	1	104	경상남도 함양군 휴천면 목현리 192-10 1동 104호	31998420	522.85	2021-06-01
9506	경상남도	함양군	48870	2021	350	30	1	278	6	1	213	경상남도 함양군 지곡면 보산리 278-6 1동 213호	17158520	40.66	2021-06-01
6916	경상남도	함양군	48870	2021	310	22	1	93	1	1	3	경상남도 함양군 마천면 군자리 93-1 1동 3호	3207600	44.55	2021-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
15942	경상남도	함양군	48870	2021	380	21	1	1764	1	1	1	[ 칠형정길 23 ] 0001동 0001호	247500	16.5	2021-06-01
16874	경상남도	함양군	48870	2021	360	31	1	480	5	1	401	경상남도 함양군 안의면 신안리 480-5 1동 401호	193815360	498.24	2021-06-01
9600	경상남도	함양군	48870	2021	360	29	1	627	0	1	2	경상남도 함양군 안의면 귀곡리 627 1동 2호	396000	19.8	2021-06-01
7789	경상남도	함양군	48870	2021	310	23	1	266	1	1	2	[ 덕전길 327 ] 0001동 0002호	415800	19.8	2021-06-01
2450	경상남도	함양군	48870	2021	250	21	1	27	1	1	101	경상남도 함양군 함양읍 운림리 27-1 1동 101호	321688800	758.7	2021-06-01
7024	경상남도	함양군	48870	2021	320	24	1	219	0	1	3	경상남도 함양군 휴천면 목현리 219 1동 3호	23905800	139.8	2021-06-01
2878	경상남도	함양군	48870	2021	250	24	1	956	0	1	1	경상남도 함양군 함양읍 교산리 956 1동 1호	9675000	45.0	2021-06-01
17135	경상남도	함양군	48870	2021	400	26	1	382	7	1	1	경상남도 함양군 병곡면 광평리 382-7 1동 1호	5018110	17.28	2021-06-01
14271	경상남도	함양군	48870	2021	370	25	1	1492	0	1	3	경상남도 함양군 서하면 봉전리 1492 1동 3호	10145070	66.7	2021-06-01
101	경상남도	함양군	48870	2021	250	24	1	626	3	0	3	[ 뇌계길 100 ] 0000동 0003호	20069280	114.03	2021-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
30	경상남도	함양군	48870	2021	380	26	1	1782	0	1	1	경상남도 함양군 서상면 상남리 1782 1동 1호	1204000	4.0	2021-06-01	6
12	경상남도	함양군	48870	2021	310	25	1	788	0	1	1	경상남도 함양군 마천면 강청리 788 1동 1호	18018000	24.75	2021-06-01	5
13	경상남도	함양군	48870	2021	310	25	1	788	0	1	1	경상남도 함양군 마천면 강청리 788 1동 1호	20638800	22.68	2021-06-01	5
23	경상남도	함양군	48870	2021	350	26	1	523	0	1	1	경상남도 함양군 지곡면 남효리 523 1동 1호	2142000	18.0	2021-06-01	4
15	경상남도	함양군	48870	2021	310	25	1	788	0	1	2	경상남도 함양군 마천면 강청리 788 1동 2호	17064000	18.0	2021-06-01	3
18	경상남도	함양군	48870	2021	330	21	1	1138	0	1	101	경상남도 함양군 유림면 손곡리 1138 1동 101호	38246400	384.0	2021-06-01	3
19	경상남도	함양군	48870	2021	330	24	1	436	0	1	2	경상남도 함양군 유림면 화촌리 436 1동 2호	31447900	278.3	2021-06-01	3
28	경상남도	함양군	48870	2021	360	32	1	1358	0	1	1	경상남도 함양군 안의면 하원리 1358 1동 1호	3875040	24.84	2021-06-01	3
34	경상남도	함양군	48870	2021	390	27	1	969	1	1	1	경상남도 함양군 백전면 오천리 969-1 1동 1호	55449600	121.6	2021-06-01	3
0	경상남도	함양군	48870	2021	250	23	1	33	2	1	1	경상남도 함양군 함양읍 대덕리 33-2 1동 1호	418950	83.79	2021-06-01	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

Open Punctuation

Close 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