gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	14
Duplicate rows (%)	0.1%
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	상기 데이터는 연도별 일반건축물에 대한 지방세 부과기준인 시가표준액을 제공하여 물건별 재산가액 확인이 가능하도록 함
Author	충청남도
URL	https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=348&beforeMenuCd=DOM_000000201001001000&publicdatapk=15079984

Alerts

`시도명` has constant value ""	Constant
`시군구명` has constant value ""	Constant
`자치단체코드` has constant value ""	Constant
Dataset has 14 (0.1%) duplicate rows	Duplicates
`과세년도` is highly overall correlated with `기준일자`	High correlation
`기준일자` is highly overall correlated with `과세년도`	High correlation
`시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `시가표준액`	High correlation
`특수지` is highly imbalanced (86.3%)	Imbalance
`동` is highly skewed (γ1 = 50.24096082)	Skewed
`시가표준액` is highly skewed (γ1 = 22.84282816)	Skewed
`부번` has 3084 (30.8%) zeros	Zeros
`동` has 7721 (77.2%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 22:09:32.927467
Analysis finished	2024-01-09 22:09:40.182591
Duration	7.26 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

충청남도	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
충청남도	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
충청남도	10000	100.0%

시군구명
Categorical

CONSTANT

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

부여군	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
부여군	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
부여군	10000	100.0%

자치단체코드
Categorical

CONSTANT

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

44760	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	44760
2nd row	44760
3rd row	44760
4th row	44760
5th row	44760

Common Values

Value	Count	Frequency (%)
44760	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
44760	10000	100.0%

과세년도
Categorical

HIGH CORRELATION

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

2019	3506
2018	3312
2017	3182

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018
2nd row	2017
3rd row	2018
4th row	2017
5th row	2018

Common Values

Value	Count	Frequency (%)
2019	3506	35.1%
2018	3312	33.1%
2017	3182	31.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019	3506	35.1%
2018	3312	33.1%
2017	3182	31.8%

법정동
Real number (ℝ)

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	342.878

Minimum	250
Maximum	450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	250
5-th percentile	250
Q1	310
median	340
Q3	410
95-th percentile	440
Maximum	450
Range	200
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	68.000732
Coefficient of variation (CV)	0.1983234
Kurtosis	-1.2883771
Mean	342.878
Median Absolute Deviation (MAD)	70
Skewness	-0.014470343
Sum	3428780
Variance	4624.0995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
250	2480	24.8%
310	1087	10.9%
320	899	9.0%
440	639	6.4%
420	587	5.9%
360	581	5.8%
410	558	5.6%
430	496	5.0%
330	473	4.7%
450	431	4.3%
Other values (6)	1769	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
250	2480	24.8%
310	1087	10.9%
320	899	9.0%
330	473	4.7%
340	304	3.0%
350	398	4.0%
360	581	5.8%
370	232	2.3%
380	258	2.6%
390	217	2.2%

Value	Count	Frequency (%)
450	431	4.3%
440	639	6.4%
430	496	5.0%
420	587	5.9%
410	558	5.6%
400	360	3.6%
390	217	2.2%
380	258	2.6%
370	232	2.3%
360	581	5.8%

법정리
Real number (ℝ)

Distinct	22
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.2065

Minimum	21
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	21
5-th percentile	21
Q1	24
median	27
Q3	30
95-th percentile	35
Maximum	42
Range	21
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.2721052
Coefficient of variation (CV)	0.15702517
Kurtosis	0.20837827
Mean	27.2065
Median Absolute Deviation (MAD)	3
Skewness	0.59959231
Sum	272065
Variance	18.250883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
24	1244	12.4%
29	1172	11.7%
28	1145	11.5%
21	962	9.6%
30	686	6.9%
26	672	6.7%
23	611	6.1%
27	546	5.5%
25	533	5.3%
31	532	5.3%
Other values (12)	1897	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	962	9.6%
22	514	5.1%
23	611	6.1%
24	1244	12.4%
25	533	5.3%
26	672	6.7%
27	546	5.5%
28	1145	11.5%
29	1172	11.7%
30	686	6.9%

Value	Count	Frequency (%)
42	30	0.3%
41	31	0.3%
40	42	0.4%
39	28	0.3%
38	59	0.6%
37	99	1.0%
36	162	1.6%
35	188	1.9%
34	121	1.2%
33	317	3.2%

특수지
Categorical

IMBALANCE

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

1	9808
2	192

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	2

Common Values

Value	Count	Frequency (%)
1	9808	98.1%
2	192	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9808	98.1%
2	192	1.9%

본번
Real number (ℝ)

Distinct	930
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	322.625

Minimum	1
Maximum	1497
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	20
Q1	123
median	252
Q3	451
95-th percentile	865.05
Maximum	1497
Range	1496
Interquartile range (IQR)	328

Descriptive statistics

Standard deviation	269.92532
Coefficient of variation (CV)	0.83665344
Kurtosis	1.9981725
Mean	322.625
Median Absolute Deviation (MAD)	152
Skewness	1.368343
Sum	3226250
Variance	72859.676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
430	68	0.7%
2	67	0.7%
199	62	0.6%
17	57	0.6%
1005	56	0.6%
40	54	0.5%
200	51	0.5%
1	50	0.5%
591	48	0.5%
124	47	0.5%
Other values (920)	9440	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	50	0.5%
2	67	0.7%
3	17	0.2%
4	17	0.2%
5	13	0.1%
6	27	0.3%
7	20	0.2%
8	24	0.2%
9	8	0.1%
10	12	0.1%

Value	Count	Frequency (%)
1497	2	< 0.1%
1456	2	< 0.1%
1454	1	< 0.1%
1446	2	< 0.1%
1320	8	0.1%
1316	7	0.1%
1308	7	0.1%
1305	1	< 0.1%
1303	12	0.1%
1293	3	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	77
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1923

Minimum	0
Maximum	214
Zeros	3084
Zeros (%)	30.8%
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	16
Maximum	214
Range	214
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.8766834
Coefficient of variation (CV)	2.3559105
Kurtosis	156.47755
Mean	4.1923
Median Absolute Deviation (MAD)	1
Skewness	9.84363
Sum	41923
Variance	97.548876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3084	30.8%
1	1941	19.4%
2	1132	11.3%
3	754	7.5%
4	653	6.5%
5	413	4.1%
6	329	3.3%
7	248	2.5%
8	206	2.1%
9	154	1.5%
Other values (67)	1086	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3084	30.8%
1	1941	19.4%
2	1132	11.3%
3	754	7.5%
4	653	6.5%
5	413	4.1%
6	329	3.3%
7	248	2.5%
8	206	2.1%
9	154	1.5%

Value	Count	Frequency (%)
214	5	0.1%
213	1	< 0.1%
137	1	< 0.1%
131	1	< 0.1%
128	3	< 0.1%
122	1	< 0.1%
121	4	< 0.1%
119	1	< 0.1%
97	3	< 0.1%
92	2	< 0.1%

동
Real number (ℝ)

SKEWED ZEROS

Distinct	40
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0722

Minimum	0
Maximum	6000
Zeros	7721
Zeros (%)	77.2%
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	2
Maximum	6000
Range	6000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	80.755418
Coefficient of variation (CV)	26.28586
Kurtosis	3248.6149
Mean	3.0722
Median Absolute Deviation (MAD)	0
Skewness	50.240961
Sum	30722
Variance	6521.4375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
0	7721	77.2%
1	1722	17.2%
2	239	2.4%
3	109	1.1%
4	44	0.4%
6	30	0.3%
7	17	0.2%
5	15	0.1%
8	11	0.1%
9	9	0.1%
Other values (30)	83	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7721	77.2%
1	1722	17.2%
2	239	2.4%
3	109	1.1%
4	44	0.4%
5	15	0.1%
6	30	0.3%
7	17	0.2%
8	11	0.1%
9	9	0.1%

Value	Count	Frequency (%)
6000	1	< 0.1%
2001	5	0.1%
1000	9	0.1%
218	4	< 0.1%
201	1	< 0.1%
99	1	< 0.1%
39	5	0.1%
38	2	< 0.1%
36	2	< 0.1%
35	1	< 0.1%

호
Real number (ℝ)

Distinct	129
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	237.4894

Minimum	0
Maximum	8109
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	101
Q1	101
median	102
Q3	104
95-th percentile	301
Maximum	8109
Range	8109
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	962.31583
Coefficient of variation (CV)	4.052037
Kurtosis	62.595452
Mean	237.4894
Median Absolute Deviation (MAD)	1
Skewness	8.0219451
Sum	2374894
Variance	926051.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101	4445	44.5%
102	1875	18.8%
103	937	9.4%
201	678	6.8%
104	425	4.2%
105	232	2.3%
301	197	2.0%
106	169	1.7%
202	127	1.3%
8101	119	1.2%
Other values (119)	796	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
1	35	0.4%
2	6	0.1%
4	2	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
9	2	< 0.1%
10	2	< 0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
8109	1	< 0.1%
8104	1	< 0.1%
8103	2	< 0.1%
8102	24	0.2%
8101	119	1.2%
1101	1	< 0.1%
1022	2	< 0.1%
1017	1	< 0.1%
901	1	< 0.1%
801	3	< 0.1%

물건지
Text

Distinct	8094
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	34
Median length	32
Mean length	26.3794
Min length	20

Characters and Unicode

Total characters	263794
Distinct characters	208
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	6593 ?
Unique (%)	65.9%

Sample

1st row	[ 삽티로 340-24 ] 0000동 0101호
2nd row	충청남도 부여군 은산면 은산리 128-4 116호
3rd row	[ 사비로72번길 7 ] 0000동 0101호
4th row	[ 증산로 40 ] 0001동 0201호
5th row	[ 회동로47번길 42 ] 0000동 0101호

Value	Count	Frequency (%)
충청남도	7301	11.8%
부여군	7301	11.8%
	5398	8.7%
101호	3144	5.1%
0000동	2350	3.8%
102호	1474	2.4%
1동	1421	2.3%
0101호	1301	2.1%
부여읍	1301	2.1%
규암면	800	1.3%
Other values (4059)	30318	48.8%

Most occurring characters

Value	Count	Frequency (%)
	52111	19.8%
0	25516	9.7%
1	23413	8.9%
호	10063	3.8%
부	8758	3.3%
여	8676	3.3%
2	8240	3.1%
남	7956	3.0%
도	7739	2.9%
충	7738	2.9%
Other values (198)	103584	39.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	119411	45.3%
Decimal Number	80984	30.7%
Space Separator	52111	19.8%
Dash Punctuation	5890	2.2%
Close Punctuation	2699	1.0%
Open Punctuation	2699	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	10063	8.4%
부	8758	7.3%
여	8676	7.3%
남	7956	6.7%
도	7739	6.5%
충	7738	6.5%
청	7444	6.2%
군	7415	6.2%
리	7304	6.1%
면	6002	5.0%
Other values (184)	40316	33.8%

Decimal Number

Value	Count	Frequency (%)
0	25516	31.5%
1	23413	28.9%
2	8240	10.2%
3	5359	6.6%
4	4181	5.2%
5	3485	4.3%
6	3222	4.0%
7	2700	3.3%
8	2548	3.1%
9	2320	2.9%

Space Separator

Value	Count	Frequency (%)
	52111	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5890	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	2699	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	2699	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	144383	54.7%
Hangul	119411	45.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	10063	8.4%
부	8758	7.3%
여	8676	7.3%
남	7956	6.7%
도	7739	6.5%
충	7738	6.5%
청	7444	6.2%
군	7415	6.2%
리	7304	6.1%
면	6002	5.0%
Other values (184)	40316	33.8%

Common

Value	Count	Frequency (%)
	52111	36.1%
0	25516	17.7%
1	23413	16.2%
2	8240	5.7%
-	5890	4.1%
3	5359	3.7%
4	4181	2.9%
5	3485	2.4%
6	3222	2.2%
7	2700	1.9%
Other values (4)	10266	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144383	54.7%
Hangul	119411	45.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	52111	36.1%
0	25516	17.7%
1	23413	16.2%
2	8240	5.7%
-	5890	4.1%
3	5359	3.7%
4	4181	2.9%
5	3485	2.4%
6	3222	2.2%
7	2700	1.9%
Other values (4)	10266	7.1%

Hangul

Value	Count	Frequency (%)
호	10063	8.4%
부	8758	7.3%
여	8676	7.3%
남	7956	6.7%
도	7739	6.5%
충	7738	6.5%
청	7444	6.2%
군	7415	6.2%
리	7304	6.1%
면	6002	5.0%
Other values (184)	40316	33.8%

시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8431
Distinct (%)	84.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39172343

Minimum	14610
Maximum	7.9203663 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	14610
5-th percentile	293039
Q1	1544640
median	6792240
Q3	30542122
95-th percentile	1.5582799 × 10⁸
Maximum	7.9203663 × 10⁹
Range	7.9203517 × 10⁹
Interquartile range (IQR)	28997482

Descriptive statistics

Standard deviation	1.5730308 × 10⁸
Coefficient of variation (CV)	4.0156669
Kurtosis	845.70921
Mean	39172343
Median Absolute Deviation (MAD)	6237840
Skewness	22.842828
Sum	3.9172343 × 10¹¹
Variance	2.4744259 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5443200	18	0.2%
720000	15	0.1%
5459400	15	0.1%
5394600	15	0.1%
936000	14	0.1%
828000	13	0.1%
594000	12	0.1%
547200	12	0.1%
759000	11	0.1%
1260000	11	0.1%
Other values (8421)	9864	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14610	1	< 0.1%
27000	1	< 0.1%
28960	1	< 0.1%
31200	1	< 0.1%
34200	1	< 0.1%
36000	1	< 0.1%
36560	1	< 0.1%
37020	1	< 0.1%
37800	1	< 0.1%
38880	2	< 0.1%

Value	Count	Frequency (%)
7920366300	1	< 0.1%
4407581520	1	< 0.1%
4383196560	1	< 0.1%
4233271900	1	< 0.1%
2931713510	1	< 0.1%
2666482960	1	< 0.1%
2456808240	1	< 0.1%
2319946970	1	< 0.1%
2249989500	1	< 0.1%
1866096370	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION

Distinct	4777
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	190.25038

Minimum	0.7
Maximum	19707
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.7
5-th percentile	12.999
Q1	39.05
median	94.255
Q3	194.005
95-th percentile	705.62
Maximum	19707
Range	19706.3
Interquartile range (IQR)	154.955

Descriptive statistics

Standard deviation	410.03978
Coefficient of variation (CV)	2.155264
Kurtosis	596.38721
Mean	190.25038
Median Absolute Deviation (MAD)	66.155
Skewness	16.74782
Sum	1902503.8
Variance	168132.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.0	215	2.1%
16.5	120	1.2%
50.0	56	0.6%
16.2	54	0.5%
198.0	49	0.5%
99.22	44	0.4%
165.0	38	0.4%
36.0	35	0.4%
96.0	35	0.4%
40.0	34	0.3%
Other values (4767)	9320	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	2	< 0.1%
1.37	1	< 0.1%
1.44	8	0.1%
1.65	2	< 0.1%
1.87	1	< 0.1%
1.92	1	< 0.1%
1.95	1	< 0.1%
1.96	1	< 0.1%
2.0	2	< 0.1%
2.16	1	< 0.1%

Value	Count	Frequency (%)
19707.0	1	< 0.1%
10353.42	1	< 0.1%
7091.71	1	< 0.1%
6982.0	1	< 0.1%
6096.24	2	< 0.1%
5568.2	1	< 0.1%
5379.0	2	< 0.1%
5338.3	1	< 0.1%
4859.28	2	< 0.1%
4078.91	2	< 0.1%

기준일자
Categorical

HIGH CORRELATION

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

2019-06-01	3506
2018-06-01	3312
2017-06-01	3182

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2018-06-01
2nd row	2017-06-01
3rd row	2018-06-01
4th row	2017-06-01
5th row	2018-06-01

Common Values

Value	Count	Frequency (%)
2019-06-01	3506	35.1%
2018-06-01	3312	33.1%
2017-06-01	3182	31.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2019-06-01	3506	35.1%
2018-06-01	3312	33.1%
2017-06-01	3182	31.8%

Heatmap
Table

	과세년도	법정동	법정리	특수지	본번	부번	동	호	시가표준액	연면적	기준일자
과세년도	1.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	1.000
법정동	0.000	1.000	0.483	0.092	0.396	0.126	0.073	0.076	0.070	0.050	0.000
법정리	0.000	0.483	1.000	0.086	0.413	0.070	0.038	0.101	0.051	0.041	0.000
특수지	0.000	0.092	0.086	1.000	0.256	0.000	0.000	0.000	0.000	0.000	0.000
본번	0.000	0.396	0.413	0.256	1.000	0.193	0.071	0.048	0.057	0.040	0.000
부번	0.000	0.126	0.070	0.000	0.193	1.000	0.000	0.000	0.000	0.000	0.000
동	0.013	0.073	0.038	0.000	0.071	0.000	1.000	0.000	0.049	0.000	0.013
호	0.000	0.076	0.101	0.000	0.048	0.000	0.000	1.000	0.363	0.175	0.000
시가표준액	0.000	0.070	0.051	0.000	0.057	0.000	0.049	0.363	1.000	0.930	0.000
연면적	0.000	0.050	0.041	0.000	0.040	0.000	0.000	0.175	0.930	1.000	0.000
기준일자	1.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	1.000

Heatmap
Table

	과세년도	특수지	기준일자
과세년도	1.000	0.000	1.000
특수지	0.000	1.000	0.000
기준일자	1.000	0.000	1.000

Heatmap
Table

	법정동	법정리	본번	부번	동	호	시가표준액	연면적	과세년도	특수지	기준일자
법정동	1.000	-0.455	0.111	-0.004	0.021	-0.127	-0.186	0.063	0.006	0.077	0.006
법정리	-0.455	1.000	-0.036	-0.001	0.002	0.036	0.085	-0.006	0.000	0.066	0.000
본번	0.111	-0.036	1.000	-0.073	0.018	0.001	0.046	0.045	0.000	0.196	0.000
부번	-0.004	-0.001	-0.073	1.000	0.001	-0.047	0.059	0.011	0.000	0.000	0.000
동	0.021	0.002	0.018	0.001	1.000	-0.087	0.162	0.063	0.012	0.000	0.012
호	-0.127	0.036	0.001	-0.047	-0.087	1.000	0.090	-0.046	0.000	0.000	0.000
시가표준액	-0.186	0.085	0.046	0.059	0.162	0.090	1.000	0.566	0.000	0.000	0.000
연면적	0.063	-0.006	0.045	0.011	0.063	-0.046	0.566	1.000	0.000	0.000	0.000
과세년도	0.006	0.000	0.000	0.000	0.012	0.000	0.000	0.000	1.000	0.000	1.000
특수지	0.077	0.066	0.196	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
기준일자	0.006	0.000	0.000	0.000	0.012	0.000	0.000	0.000	1.000	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
29685	충청남도	부여군	44760	2018	360	29	1	517	14	0	101	[ 삽티로 340-24 ] 0000동 0101호	759000	33.0	2018-06-01
15884	충청남도	부여군	44760	2017	320	24	1	128	4	0	116	충청남도 부여군 은산면 은산리 128-4 116호	777560	27.77	2017-06-01
34767	충청남도	부여군	44760	2018	250	29	1	276	0	0	101	[ 사비로72번길 7 ] 0000동 0101호	50258000	193.3	2018-06-01
12275	충청남도	부여군	44760	2017	440	24	1	1218	14	1	201	[ 증산로 40 ] 0001동 0201호	56482920	126.36	2017-06-01
30833	충청남도	부여군	44760	2018	380	25	2	33	0	0	101	[ 회동로47번길 42 ] 0000동 0101호	2667980	70.21	2018-06-01
37655	충청남도	부여군	44760	2018	250	30	1	121	4	0	301	[ 성왕로 242 ] 0000동 0301호	9845920	33.04	2018-06-01
42648	충청남도	부여군	44760	2019	410	25	1	72	1	1	103	충청남도 부여군 임천면 비정리 72-1 1동 103호	3204000	18.0	2019-06-01
37080	충청남도	부여군	44760	2018	250	42	1	367	0	0	101	충청남도 부여군 부여읍 현북리 367 101호	1980000	198.0	2018-06-01
22037	충청남도	부여군	44760	2018	450	21	1	473	0	1	101	[ 신암로 206-5 ] 0001동 0101호	50188600	325.9	2018-06-01
24175	충청남도	부여군	44760	2018	410	27	1	261	0	0	101	충청남도 부여군 임천면 만사리 261 101호	738000	18.0	2018-06-01

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자
50699	충청남도	부여군	44760	2019	350	22	1	47	1	0	101	[ 망해로54번길 62-6 ] 0000동 0101호	12384000	96.0	2019-06-01
33421	충청남도	부여군	44760	2018	320	24	1	125	6	0	301	[ 충의로 681 ] 0000동 0301호	8104660	26.06	2018-06-01
19038	충청남도	부여군	44760	2017	350	25	1	35	1	0	103	충청남도 부여군 구룡면 논티리 35-1 103호	3451290	39.67	2017-06-01
36057	충청남도	부여군	44760	2018	310	22	1	559	2	0	101	충청남도 부여군 규암면 나복리 559-2 101호	11623260	96.06	2018-06-01
59709	충청남도	부여군	44760	2019	370	30	1	394	0	0	101	충청남도 부여군 옥산면 내대리 394 101호	323080	134.62	2019-06-01
13367	충청남도	부여군	44760	2017	450	24	1	123	1	0	105	[ 초촌로 23 ] 0000동 0105호	65287800	381.8	2017-06-01
8265	충청남도	부여군	44760	2017	250	29	1	172	4	0	101	충청남도 부여군 부여읍 구아리 172-4 101호	5999660	82.64	2017-06-01
6234	충청남도	부여군	44760	2017	330	26	1	177	1	0	201	충청남도 부여군 외산면 반교리 177-1 201호	82196640	228.96	2017-06-01
19519	충청남도	부여군	44760	2017	360	24	1	182	2	0	101	충청남도 부여군 홍산면 남촌리 182-2 101호	2706000	66.0	2017-06-01
14769	충청남도	부여군	44760	2017	420	26	2	25	0	1	101	충청남도 부여군 장암면 원문리 산 25 1동 101호	104462190	581.8	2017-06-01

Most frequently occurring

	시도명	시군구명	자치단체코드	과세년도	법정동	법정리	특수지	본번	부번	동	호	물건지	시가표준액	연면적	기준일자	# duplicates
3	충청남도	부여군	44760	2017	430	31	1	595	0	1	101	충청남도 부여군 세도면 사산리 595 1동 101호	46682040	319.74	2017-06-01	3
7	충청남도	부여군	44760	2018	430	31	1	595	0	1	101	충청남도 부여군 세도면 사산리 595 1동 101호	43002650	296.57	2018-06-01	3
0	충청남도	부여군	44760	2017	250	41	1	7	0	1	101	[ 대백제로 2372 ] 0001동 0101호	774000	18.0	2017-06-01	2
1	충청남도	부여군	44760	2017	410	28	1	729	5	1	102	충청남도 부여군 임천면 점리 729-5 1동 102호	7196700	48.3	2017-06-01	2
2	충청남도	부여군	44760	2017	430	31	1	595	0	1	101	충청남도 부여군 세도면 사산리 595 1동 101호	39914940	273.39	2017-06-01	2
4	충청남도	부여군	44760	2017	440	24	1	1079	3	1	101	충청남도 부여군 석성면 증산리 1079-3 1동 101호	9644100	113.46	2017-06-01	2
5	충청남도	부여군	44760	2018	350	26	1	183	2	1	101	충청남도 부여군 구룡면 금사리 183-2 1동 101호	83997920	199.52	2018-06-01	2
6	충청남도	부여군	44760	2018	400	32	1	504	14	1	101	충청남도 부여군 양화면 시음리 504-14 1동 101호	197683200	1830.4	2018-06-01	2
8	충청남도	부여군	44760	2019	350	30	1	21	14	0	104	충청남도 부여군 구룡면 용당리 21-14 104호	1957950	130.53	2019-06-01	2
9	충청남도	부여군	44760	2019	410	28	1	729	5	1	102	충청남도 부여군 임천면 점리 729-5 1동 102호	3596400	24.3	2019-06-01	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

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

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