gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	220
Duplicate rows (%)	2.2%
Total size in memory	1.3 MiB
Average record size in memory	138.0 B

Variable types

Categorical	6
Numeric	7
Text	2

Dataset

Description	남양주시의 과세년도별 법정동, 법정리, 특수지, 본번, 부번, 동, 호, 물건지에 따른 시가표준액, 연면적, 결정일자 데이터입니다.
Author	경기도 남양주시
URL	https://www.data.go.kr/data/15102956/fileData.do

Alerts

`시군구명` has constant value ""	Constant
`자치단체` has constant value ""	Constant
`과세연도` has constant value ""	Constant
`결정일자` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
Dataset has 220 (2.2%) duplicate rows	Duplicates
`법정동` is highly overall correlated with `법정리`	High correlation
`법정리` is highly overall correlated with `법정동` and 1 other fields	High correlation
`본번` is highly overall correlated with `법정리`	High correlation
`건물시가표준액` is highly overall correlated with `연면적`	High correlation
`연면적` is highly overall correlated with `건물시가표준액`	High correlation
`특수지` is highly imbalanced (94.5%)	Imbalance
`건물시가표준액` is highly skewed (γ1 = 62.74499563)	Skewed
`연면적` is highly skewed (γ1 = 30.5395072)	Skewed
`법정리` has 5041 (50.4%) zeros	Zeros
`부번` has 3521 (35.2%) zeros	Zeros
`건물동` has 562 (5.6%) zeros	Zeros
`건물시가표준액` has 198 (2.0%) zeros	Zeros
`연면적` has 198 (2.0%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 08:57:15.079573
Analysis finished	2024-03-14 08:57:30.244760
Duration	15.17 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군구명
Categorical

CONSTANT

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

남양주시	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
남양주시	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
남양주시	10000	100.0%

자치단체
Categorical

CONSTANT

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

41360	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	41360
2nd row	41360
3rd row	41360
4th row	41360
5th row	41360

Common Values

Value	Count	Frequency (%)
41360	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
41360	10000	100.0%

과세연도
Categorical

CONSTANT

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

2023	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023
2nd row	2023
3rd row	2023
4th row	2023
5th row	2023

Common Values

Value	Count	Frequency (%)
2023	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023	10000	100.0%

법정동
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.3152

Minimum	101
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	101
5-th percentile	102
Q1	112
median	112
Q3	256
95-th percentile	340
Maximum	360
Range	259
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	84.723442
Coefficient of variation (CV)	0.44752583
Kurtosis	-1.427459
Mean	189.3152
Median Absolute Deviation (MAD)	11
Skewness	0.30273696
Sum	1893152
Variance	7178.0617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
112	3305	33.1%
256	2078	20.8%
250	1089	10.9%
259	894	8.9%
340	733	7.3%
101	469	4.7%
102	435	4.3%
103	350	3.5%
104	205	2.1%
360	165	1.7%
Other values (5)	277	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
101	469	4.7%
102	435	4.3%
103	350	3.5%
104	205	2.1%
105	87	0.9%
106	86	0.9%
108	92	0.9%
109	8	0.1%
110	4	< 0.1%
112	3305	33.1%

Value	Count	Frequency (%)
360	165	1.7%
340	733	7.3%
259	894	8.9%
256	2078	20.8%
250	1089	10.9%
112	3305	33.1%
110	4	< 0.1%
109	8	0.1%
108	92	0.9%
106	86	0.9%

법정리
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.0125

Minimum	0
Maximum	30
Zeros	5041
Zeros (%)	50.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	24
95-th percentile	28
Maximum	30
Range	30
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	12.261957
Coefficient of variation (CV)	1.0207664
Kurtosis	-1.8900462
Mean	12.0125
Median Absolute Deviation (MAD)	0
Skewness	0.091149303
Sum	120125
Variance	150.35558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	5041	50.4%
21	1081	10.8%
25	705	7.0%
22	663	6.6%
23	534	5.3%
24	464	4.6%
26	443	4.4%
27	342	3.4%
28	293	2.9%
30	253	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5041	50.4%
21	1081	10.8%
22	663	6.6%
23	534	5.3%
24	464	4.6%
25	705	7.0%
26	443	4.4%
27	342	3.4%
28	293	2.9%
29	181	1.8%

Value	Count	Frequency (%)
30	253	2.5%
29	181	1.8%
28	293	2.9%
27	342	3.4%
26	443	4.4%
25	705	7.0%
24	464	4.6%
23	534	5.3%
22	663	6.6%
21	1081	10.8%

특수지
Categorical

IMBALANCE

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

1	9937
2	63

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	9937	99.4%
2	63	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9937	99.4%
2	63	0.6%

본번
Real number (ℝ)

HIGH CORRELATION

Distinct	1160
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2084.1732

Minimum	1
Maximum	6251
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	52.95
Q1	283
median	584
Q3	6052
95-th percentile	6183
Maximum	6251
Range	6250
Interquartile range (IQR)	5769

Descriptive statistics

Standard deviation	2555.2307
Coefficient of variation (CV)	1.2260165
Kurtosis	-1.1440394
Mean	2084.1732
Median Absolute Deviation (MAD)	407.5
Skewness	0.87879659
Sum	20841732
Variance	6529204.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6143	690	6.9%
6245	198	2.0%
6144	192	1.9%
6250	169	1.7%
6089	99	1.0%
579	85	0.9%
6028	80	0.8%
6073	76	0.8%
6052	75	0.8%
6058	72	0.7%
Other values (1150)	8264	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	14	0.1%
2	9	0.1%
3	12	0.1%
4	19	0.2%
5	7	0.1%
6	14	0.1%
7	10	0.1%
8	12	0.1%
9	3	< 0.1%
10	19	0.2%

Value	Count	Frequency (%)
6251	4	< 0.1%
6250	169	1.7%
6246	3	< 0.1%
6245	198	2.0%
6243	2	< 0.1%
6240	3	< 0.1%
6239	2	< 0.1%
6235	3	< 0.1%
6234	4	< 0.1%
6225	2	< 0.1%

부번
Real number (ℝ)

ZEROS

Distinct	109
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0352

Minimum	0
Maximum	257
Zeros	3521
Zeros (%)	35.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	28
Maximum	257
Range	257
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	14.496799
Coefficient of variation (CV)	2.4020412
Kurtosis	49.169652
Mean	6.0352
Median Absolute Deviation (MAD)	2
Skewness	5.807989
Sum	60352
Variance	210.15718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3521	35.2%
1	1478	14.8%
2	977	9.8%
3	813	8.1%
4	500	5.0%
5	336	3.4%
6	272	2.7%
7	209	2.1%
10	178	1.8%
8	169	1.7%
Other values (99)	1547	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3521	35.2%
1	1478	14.8%
2	977	9.8%
3	813	8.1%
4	500	5.0%
5	336	3.4%
6	272	2.7%
7	209	2.1%
8	169	1.7%
9	163	1.6%

Value	Count	Frequency (%)
257	1	< 0.1%
203	5	0.1%
152	1	< 0.1%
151	4	< 0.1%
143	1	< 0.1%
139	1	< 0.1%
138	1	< 0.1%
131	2	< 0.1%
129	1	< 0.1%
127	1	< 0.1%

건물동
Real number (ℝ)

ZEROS

Distinct	83
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	671.5646

Minimum	0
Maximum	9999
Zeros	562
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	9001
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2337.9108
Coefficient of variation (CV)	3.4812895
Kurtosis	8.9357713
Mean	671.5646
Median Absolute Deviation (MAD)	0
Skewness	3.2864115
Sum	6715646
Variance	5465826.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7461	74.6%
2	643	6.4%
0	562	5.6%
9001	430	4.3%
3	175	1.8%
101	153	1.5%
9991	62	0.6%
4	61	0.6%
9002	46	0.5%
7001	35	0.4%
Other values (73)	372	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	562	5.6%
1	7461	74.6%
2	643	6.4%
3	175	1.8%
4	61	0.6%
5	31	0.3%
6	14	0.1%
7	7	0.1%
8	10	0.1%
9	6	0.1%

Value	Count	Frequency (%)
9999	25	0.2%
9997	3	< 0.1%
9996	4	< 0.1%
9995	1	< 0.1%
9994	3	< 0.1%
9993	5	0.1%
9992	18	0.2%
9991	62	0.6%
9202	1	< 0.1%
9018	1	< 0.1%

건물호
Text

Distinct	1632
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	7
Median length	3
Mean length	3.1085
Min length	1

Characters and Unicode

Total characters	31085
Distinct characters	22
Distinct categories	4 ?
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	1323 ?
Unique (%)	13.2%

Sample

1st row	101
2nd row	CB9-75
3rd row	AA7-47
4th row	808
5th row	208

Value	Count	Frequency (%)
101	2360	23.6%
0	1265	12.7%
201	614	6.1%
102	597	6.0%
301	272	2.7%
103	225	2.2%
8101	212	2.1%
202	150	1.5%
401	146	1.5%
9999	126	1.3%
Other values (1622)	4033	40.3%

Most occurring characters

Value	Count	Frequency (%)
1	9575	30.8%
0	8537	27.5%
2	2994	9.6%
3	1701	5.5%
4	1103	3.5%
9	984	3.2%
8	968	3.1%
5	928	3.0%
-	762	2.5%
A	753	2.4%
Other values (12)	2780	8.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	28142	90.5%
Uppercase Letter	2179	7.0%
Dash Punctuation	762	2.5%
Lowercase Letter	2	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9575	34.0%
0	8537	30.3%
2	2994	10.6%
3	1701	6.0%
4	1103	3.9%
9	984	3.5%
8	968	3.4%
5	928	3.3%
6	731	2.6%
7	621	2.2%

Uppercase Letter

Value	Count	Frequency (%)
A	753	34.6%
C	389	17.9%
B	293	13.4%
F	279	12.8%
D	190	8.7%
S	137	6.3%
E	86	3.9%
R	29	1.3%
P	23	1.1%

Lowercase Letter

Value	Count	Frequency (%)
e	1	50.0%
b	1	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	762	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28904	93.0%
Latin	2181	7.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9575	33.1%
0	8537	29.5%
2	2994	10.4%
3	1701	5.9%
4	1103	3.8%
9	984	3.4%
8	968	3.3%
5	928	3.2%
-	762	2.6%
6	731	2.5%

Latin

Value	Count	Frequency (%)
A	753	34.5%
C	389	17.8%
B	293	13.4%
F	279	12.8%
D	190	8.7%
S	137	6.3%
E	86	3.9%
R	29	1.3%
P	23	1.1%
e	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31085	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9575	30.8%
0	8537	27.5%
2	2994	9.6%
3	1701	5.5%
4	1103	3.5%
9	984	3.2%
8	968	3.1%
5	928	3.0%
-	762	2.5%
A	753	2.4%
Other values (12)	2780	8.9%

물건지명
Text

Distinct	9369
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	36
Median length	33
Mean length	27.5507
Min length	16

Characters and Unicode

Total characters	275507
Distinct characters	89
Distinct categories	5 ?
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	8831 ?
Unique (%)	88.3%

Sample

1st row	경기도 남양주시 화도읍 가곡리 247-25 1동 101호
2nd row	경기도 남양주시 다산동 6143 1동 CB9-75호
3rd row	경기도 남양주시 다산동 6143 1동 AA7-47호
4th row	경기도 남양주시 평내동 579-2 1동 808호
5th row	경기도 남양주시 다산동 667-4 1동 208호

Value	Count	Frequency (%)
경기도	10000	15.8%
남양주시	10000	15.8%
1동	7461	11.8%
다산동	3305	5.2%
101호	2360	3.7%
화도읍	2078	3.3%
와부읍	1089	1.7%
진건읍	894	1.4%
수동면	733	1.2%
6143	690	1.1%
Other values (5767)	24585	38.9%

Most occurring characters

Value	Count	Frequency (%)
	53195	19.3%
1	24663	9.0%
동	15212	5.5%
도	12324	4.5%
0	12181	4.4%
남	10155	3.7%
양	10126	3.7%
시	10011	3.6%
경	10000	3.6%
기	10000	3.6%
Other values (79)	107640	39.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	133488	48.5%
Decimal Number	79405	28.8%
Space Separator	53195	19.3%
Dash Punctuation	7241	2.6%
Uppercase Letter	2178	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	15212	11.4%
도	12324	9.2%
남	10155	7.6%
양	10126	7.6%
시	10011	7.5%
경	10000	7.5%
기	10000	7.5%
주	10000	7.5%
호	9204	6.9%
리	4959	3.7%
Other values (58)	31497	23.6%

Decimal Number

Value	Count	Frequency (%)
1	24663	31.1%
0	12181	15.3%
2	8256	10.4%
6	6808	8.6%
3	6429	8.1%
4	5931	7.5%
5	4598	5.8%
9	3937	5.0%
8	3471	4.4%
7	3131	3.9%

Uppercase Letter

Value	Count	Frequency (%)
A	753	34.6%
C	389	17.9%
B	293	13.5%
F	278	12.8%
D	190	8.7%
S	137	6.3%
E	86	3.9%
R	29	1.3%
P	23	1.1%

Space Separator

Value	Count	Frequency (%)
	53195	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7241	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	139841	50.8%
Hangul	133488	48.5%
Latin	2178	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	15212	11.4%
도	12324	9.2%
남	10155	7.6%
양	10126	7.6%
시	10011	7.5%
경	10000	7.5%
기	10000	7.5%
주	10000	7.5%
호	9204	6.9%
리	4959	3.7%
Other values (58)	31497	23.6%

Common

Value	Count	Frequency (%)
	53195	38.0%
1	24663	17.6%
0	12181	8.7%
2	8256	5.9%
-	7241	5.2%
6	6808	4.9%
3	6429	4.6%
4	5931	4.2%
5	4598	3.3%
9	3937	2.8%
Other values (2)	6602	4.7%

Latin

Value	Count	Frequency (%)
A	753	34.6%
C	389	17.9%
B	293	13.5%
F	278	12.8%
D	190	8.7%
S	137	6.3%
E	86	3.9%
R	29	1.3%
P	23	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	142019	51.5%
Hangul	133488	48.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	53195	37.5%
1	24663	17.4%
0	12181	8.6%
2	8256	5.8%
-	7241	5.1%
6	6808	4.8%
3	6429	4.5%
4	5931	4.2%
5	4598	3.2%
9	3937	2.8%
Other values (11)	8780	6.2%

Hangul

Value	Count	Frequency (%)
동	15212	11.4%
도	12324	9.2%
남	10155	7.6%
양	10126	7.6%
시	10011	7.5%
경	10000	7.5%
기	10000	7.5%
주	10000	7.5%
호	9204	6.9%
리	4959	3.7%
Other values (58)	31497	23.6%

건물시가표준액
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	7784
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	78763270

Minimum	0
Maximum	2.953599 × 10¹⁰
Zeros	198
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1295725
Q1	13296243
median	41300820
Q3	88442931
95-th percentile	2.1948445 × 10⁸
Maximum	2.953599 × 10¹⁰
Range	2.953599 × 10¹⁰
Interquartile range (IQR)	75146688

Descriptive statistics

Standard deviation	3.505135 × 10⁸
Coefficient of variation (CV)	4.4502151
Kurtosis	5053.7137
Mean	78763270
Median Absolute Deviation (MAD)	32762900
Skewness	62.744996
Sum	7.876327 × 10¹¹
Variance	1.2285971 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	198	2.0%
9482938	71	0.7%
36612877	65	0.7%
6620828	41	0.4%
23161131	33	0.3%
61482960	32	0.3%
42517110	29	0.3%
16046561	28	0.3%
49248937	28	0.3%
55686262	26	0.3%
Other values (7774)	9449	94.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	198	2.0%
36540	6	0.1%
40600	4	< 0.1%
51480	1	< 0.1%
70560	1	< 0.1%
84600	1	< 0.1%
108000	1	< 0.1%
120000	1	< 0.1%
138600	1	< 0.1%
145800	1	< 0.1%

Value	Count	Frequency (%)
29535990412	1	< 0.1%
9131504755	1	< 0.1%
5861392200	1	< 0.1%
5599392720	1	< 0.1%
4874538690	1	< 0.1%
3861721572	1	< 0.1%
2860634022	1	< 0.1%
2378167965	1	< 0.1%
2252020940	1	< 0.1%
2234422800	1	< 0.1%

연면적
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	6075
Distinct (%)	60.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.4104

Minimum	0
Maximum	24233.665
Zeros	198
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	12.0695
Q1	37.81
median	83.9033
Q3	185.20237
95-th percentile	456.44084
Maximum	24233.665
Range	24233.665
Interquartile range (IQR)	147.39237

Descriptive statistics

Standard deviation	408.21113
Coefficient of variation (CV)	2.6436764
Kurtosis	1454.8996
Mean	154.4104
Median Absolute Deviation (MAD)	56.9033
Skewness	30.539507
Sum	1544104
Variance	166636.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198.0	231	2.3%
0.0	198	2.0%
18.0	139	1.4%
14.4557	71	0.7%
40.1457	65	0.7%
99.0	59	0.6%
10.8007	41	0.4%
66.0	35	0.4%
249.6	33	0.3%
27.0	33	0.3%
Other values (6065)	9095	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	198	2.0%
0.1	10	0.1%
1.0	15	0.1%
1.08	1	< 0.1%
1.32	1	< 0.1%
1.33	1	< 0.1%
1.38	2	< 0.1%
1.44	1	< 0.1%
1.47	1	< 0.1%
1.5	1	< 0.1%

Value	Count	Frequency (%)
24233.6646	1	< 0.1%
12279.37	1	< 0.1%
11683.69	1	< 0.1%
10854.43	1	< 0.1%
10619.91	1	< 0.1%
5990.23	1	< 0.1%
5690.72	1	< 0.1%
4960.95	1	< 0.1%
3576.0082	1	< 0.1%
3492.0	1	< 0.1%

결정일자
Categorical

CONSTANT

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

2023-06-01	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-06-01
2nd row	2023-06-01
3rd row	2023-06-01
4th row	2023-06-01
5th row	2023-06-01

Common Values

Value	Count	Frequency (%)
2023-06-01	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-06-01	10000	100.0%

데이터기준일자
Categorical

CONSTANT

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

2024-01-22	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024-01-22
2nd row	2024-01-22
3rd row	2024-01-22
4th row	2024-01-22
5th row	2024-01-22

Common Values

Value	Count	Frequency (%)
2024-01-22	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024-01-22	10000	100.0%

Phik (φk)
Auto

Heatmap
Table

	법정동	법정리	특수지	본번	부번	건물동	건물시가표준액	연면적
법정동	1.000	0.913	0.089	0.730	0.128	0.105	0.031	0.000
법정리	0.913	1.000	0.092	0.722	0.111	0.087	0.031	0.027
특수지	0.089	0.092	1.000	0.088	0.080	0.035	0.089	0.137
본번	0.730	0.722	0.088	1.000	0.579	0.133	0.000	0.000
부번	0.128	0.111	0.080	0.579	1.000	0.042	0.036	0.000
건물동	0.105	0.087	0.035	0.133	0.042	1.000	0.000	0.000
건물시가표준액	0.031	0.031	0.089	0.000	0.036	0.000	1.000	0.925
연면적	0.000	0.027	0.137	0.000	0.000	0.000	0.925	1.000

Heatmap
Table

	법정동	법정리	본번	부번	건물동	건물시가표준액	연면적	특수지
법정동	1.000	0.851	-0.438	0.186	0.071	-0.087	0.170	0.059
법정리	0.851	1.000	-0.577	0.247	0.075	-0.066	0.260	0.068
본번	-0.438	-0.577	1.000	-0.401	-0.060	0.054	-0.292	0.066
부번	0.186	0.247	-0.401	1.000	-0.036	0.005	0.166	0.060
건물동	0.071	0.075	-0.060	-0.036	1.000	-0.043	-0.030	0.037
건물시가표준액	-0.087	-0.066	0.054	0.005	-0.043	1.000	0.718	0.059
연면적	0.170	0.260	-0.292	0.166	-0.030	0.718	1.000	0.099
특수지	0.059	0.068	0.066	0.060	0.037	0.059	0.099	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

	시군구명	자치단체	과세연도	법정동	법정리	특수지	본번	부번	건물동	건물호	물건지명	건물시가표준액	연면적	결정일자	데이터기준일자
30463	남양주시	41360	2023	256	23	1	247	25	1	101	경기도 남양주시 화도읍 가곡리 247-25 1동 101호	7524000	198.0	2023-06-01	2024-01-22
75370	남양주시	41360	2023	112	0	1	6143	0	1	CB9-75	경기도 남양주시 다산동 6143 1동 CB9-75호	7926905	12.0837	2023-06-01	2024-01-22
72218	남양주시	41360	2023	112	0	1	6143	0	1	AA7-47	경기도 남양주시 다산동 6143 1동 AA7-47호	23190122	35.3508	2023-06-01	2024-01-22
6358	남양주시	41360	2023	102	0	1	579	2	1	808	경기도 남양주시 평내동 579-2 1동 808호	20063928	39.86	2023-06-01	2024-01-22
53793	남양주시	41360	2023	112	0	1	667	4	1	208	경기도 남양주시 다산동 667-4 1동 208호	32428200	33.09	2023-06-01	2024-01-22
8789	남양주시	41360	2023	103	0	1	422	1	1	0	경기도 남양주시 금곡동 422-1 1동	6281780	102.98	2023-06-01	2024-01-22
58982	남양주시	41360	2023	105	0	1	507	3	1	101	경기도 남양주시 이패동 507-3 1동 101호	0	0.0	2023-06-01	2024-01-22
27121	남양주시	41360	2023	256	21	1	383	6	1	404	경기도 남양주시 화도읍 마석우리 383-6 1동 404호	15995400	30.18	2023-06-01	2024-01-22
33172	남양주시	41360	2023	256	26	1	175	1	1	0	경기도 남양주시 화도읍 답내리 175-1 1동	8394480	15.72	2023-06-01	2024-01-22
72017	남양주시	41360	2023	112	0	1	6143	0	1	AA6-12	경기도 남양주시 다산동 6143 1동 AA6-12호	55686262	61.0595	2023-06-01	2024-01-22

	시군구명	자치단체	과세연도	법정동	법정리	특수지	본번	부번	건물동	건물호	물건지명	건물시가표준액	연면적	결정일자	데이터기준일자
60894	남양주시	41360	2023	112	0	1	6028	0	9001	175	경기도 남양주시 다산동 6028 9001동 175호	115619598	92.8761	2023-06-01	2024-01-22
25009	남양주시	41360	2023	250	25	1	798	2	0	0	경기도 남양주시 와부읍 율석리 798-2	98323700	134.69	2023-06-01	2024-01-22
27274	남양주시	41360	2023	256	21	1	392	1	1	110	경기도 남양주시 화도읍 마석우리 392-1 1동 110호	38826958	49.39	2023-06-01	2024-01-22
68012	남양주시	41360	2023	112	0	1	6061	1	1	116	경기도 남양주시 다산동 6061-1 1동 116호	77251304	64.3	2023-06-01	2024-01-22
26343	남양주시	41360	2023	256	21	1	295	31	1	301	경기도 남양주시 화도읍 마석우리 295-31 1동 301호	49606020	102.07	2023-06-01	2024-01-22
4125	남양주시	41360	2023	102	0	1	140	0	1	8106	경기도 남양주시 평내동 140 1동 8106호	3578400	11.36	2023-06-01	2024-01-22
75593	남양주시	41360	2023	112	0	1	6143	0	1	CC2-26	경기도 남양주시 다산동 6143 1동 CC2-26호	75588120	73.032	2023-06-01	2024-01-22
21550	남양주시	41360	2023	250	22	1	1051	7	1	8101	경기도 남양주시 와부읍 도곡리 1051-7 1동 8101호	98916185	263.25	2023-06-01	2024-01-22
11369	남양주시	41360	2023	104	0	1	823	4	1	101	경기도 남양주시 일패동 823-4 1동 101호	23531430	603.37	2023-06-01	2024-01-22
764	남양주시	41360	2023	101	0	1	409	2	1	101	경기도 남양주시 호평동 409-2 1동 101호	66586708	67.8328	2023-06-01	2024-01-22

Most frequently occurring

	시군구명	자치단체	과세연도	법정동	법정리	특수지	본번	부번	건물동	건물호	물건지명	건물시가표준액	연면적	결정일자	데이터기준일자	# duplicates
39	남양주시	41360	2023	102	0	1	612	3	1	101	경기도 남양주시 평내동 612-3 1동 101호	82753162	119.88	2023-06-01	2024-01-22	13
40	남양주시	41360	2023	102	0	1	612	3	1	201	경기도 남양주시 평내동 612-3 1동 201호	78617500	133.25	2023-06-01	2024-01-22	11
35	남양주시	41360	2023	102	0	1	604	0	1	301	경기도 남양주시 평내동 604 1동 301호	406000	1.0	2023-06-01	2024-01-22	7
29	남양주시	41360	2023	102	0	1	580	1	1	119	경기도 남양주시 평내동 580-1 1동 119호	36540	0.1	2023-06-01	2024-01-22	5
37	남양주시	41360	2023	102	0	1	604	0	1	8101	경기도 남양주시 평내동 604 1동 8101호	406000	1.0	2023-06-01	2024-01-22	5
4	남양주시	41360	2023	101	0	1	23	21	1	8101	경기도 남양주시 호평동 23-21 1동 8101호	284742201	1119.93	2023-06-01	2024-01-22	4
6	남양주시	41360	2023	101	0	1	23	21	100	101	경기도 남양주시 호평동 23-21 100동 101호	2682000	18.0	2023-06-01	2024-01-22	4
30	남양주시	41360	2023	102	0	1	580	1	1	8201	경기도 남양주시 평내동 580-1 1동 8201호	40600	0.1	2023-06-01	2024-01-22	4
158	남양주시	41360	2023	256	25	1	92	2	1	0	경기도 남양주시 화도읍 금남리 92-2 1동	619920	11.48	2023-06-01	2024-01-22	4
189	남양주시	41360	2023	259	23	1	909	2	1	9999	경기도 남양주시 진건읍 진관리 909-2 1동 9999호	0	0.0	2023-06-01	2024-01-22	4

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)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Lowercase 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

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)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring