gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	107.0 B

Variable types

Numeric	11

Dataset

Description	전북특별자치도 진안군 도시계획정보시스템 건축물주제도에 대한 데이터로 공간정보관리번호, X좌표 및 Y좌표 정보, 건물군관리번호, 필지고유번호(PNU) 등 정보를 제공합니다.
Author	전북특별자치도 진안군
URL	https://www.data.go.kr/data/15119140/fileData.do

Alerts

`공간정보관리번호` is highly overall correlated with `필지고유번호(PNU)`	High correlation
`X좌표최소값` is highly overall correlated with `X좌표최대값`	High correlation
`Y좌표최소값` is highly overall correlated with `Y좌표최대값`	High correlation
`X좌표최대값` is highly overall correlated with `X좌표최소값`	High correlation
`Y좌표최대값` is highly overall correlated with `Y좌표최소값`	High correlation
`건폐율` is highly overall correlated with `용적율`	High correlation
`필지고유번호(PNU)` is highly overall correlated with `공간정보관리번호`	High correlation
`용적율` is highly overall correlated with `건폐율`	High correlation
`공간정보관리번호` has unique values	Unique
`건물군관리번호` has unique values	Unique
`건폐율` has 2784 (27.8%) zeros	Zeros
`층수` has 134 (1.3%) zeros	Zeros
`용적율` has 2780 (27.8%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 13:47:18.289802
Analysis finished	2024-03-14 13:47:50.344696
Duration	32.05 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

공간정보관리번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6132.666

Minimum	1
Maximum	12147
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	629.95
Q1	3123.75
median	6186.5
Q3	9203.25
95-th percentile	11548.05
Maximum	12147
Range	12146
Interquartile range (IQR)	6079.5

Descriptive statistics

Standard deviation	3512.4417
Coefficient of variation (CV)	0.57274302
Kurtosis	-1.2041878
Mean	6132.666
Median Absolute Deviation (MAD)	3038
Skewness	-0.026087463
Sum	61326660
Variance	12337247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3700	1	< 0.1%
9003	1	< 0.1%
6979	1	< 0.1%
4998	1	< 0.1%
11335	1	< 0.1%
7835	1	< 0.1%
7624	1	< 0.1%
10635	1	< 0.1%
8226	1	< 0.1%
4122	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
12147	1	< 0.1%
12145	1	< 0.1%
12144	1	< 0.1%
12143	1	< 0.1%
12142	1	< 0.1%
12141	1	< 0.1%
12140	1	< 0.1%
12139	1	< 0.1%
12138	1	< 0.1%
12136	1	< 0.1%

X좌표최소값
Real number (ℝ)

HIGH CORRELATION

Distinct	9937
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23840812

Minimum	22440102
Maximum	25574377
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	22440102
5-th percentile	22868736
Q1	23340906
median	23810472
Q3	24156003
95-th percentile	25132256
Maximum	25574377
Range	3134275
Interquartile range (IQR)	815097.5

Descriptive statistics

Standard deviation	675340.18
Coefficient of variation (CV)	0.028327062
Kurtosis	-0.38389991
Mean	23840812
Median Absolute Deviation (MAD)	454076
Skewness	0.55266779
Sum	2.3840812 × 10¹¹
Variance	4.5608436 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23850660	3	< 0.1%
23820457	2	< 0.1%
23419764	2	< 0.1%
23833504	2	< 0.1%
23439436	2	< 0.1%
23556450	2	< 0.1%
22936318	2	< 0.1%
23126247	2	< 0.1%
23303950	2	< 0.1%
23807666	2	< 0.1%
Other values (9927)	9979	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22440102	1	< 0.1%
22443254	1	< 0.1%
22444773	1	< 0.1%
22457198	1	< 0.1%
22458321	1	< 0.1%
22483910	1	< 0.1%
22493316	1	< 0.1%
22540610	1	< 0.1%
22541794	1	< 0.1%
22542108	1	< 0.1%

Value	Count	Frequency (%)
25574377	1	< 0.1%
25573069	1	< 0.1%
25571786	1	< 0.1%
25567808	1	< 0.1%
25565980	1	< 0.1%
25563581	1	< 0.1%
25561643	1	< 0.1%
25559470	1	< 0.1%
25555237	1	< 0.1%
25555073	1	< 0.1%

Y좌표최소값
Real number (ℝ)

HIGH CORRELATION

Distinct	9965
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25676076

Minimum	23670040
Maximum	27979338
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	23670040
5-th percentile	24234628
Q1	24935608
median	25490138
Q3	26258202
95-th percentile	27487556
Maximum	27979338
Range	4309298
Interquartile range (IQR)	1322594.8

Descriptive statistics

Standard deviation	968263.23
Coefficient of variation (CV)	0.037710716
Kurtosis	-0.5673667
Mean	25676076
Median Absolute Deviation (MAD)	654201
Skewness	0.41073134
Sum	2.5676076 × 10¹¹
Variance	9.3753369 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25250862	3	< 0.1%
25104422	2	< 0.1%
25302763	2	< 0.1%
25505473	2	< 0.1%
24564812	2	< 0.1%
25093961	2	< 0.1%
25530893	2	< 0.1%
24877978	2	< 0.1%
24020089	2	< 0.1%
26009881	2	< 0.1%
Other values (9955)	9979	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23670040	1	< 0.1%
23694144	1	< 0.1%
23698721	1	< 0.1%
23717424	1	< 0.1%
23744380	1	< 0.1%
23766729	1	< 0.1%
23768390	1	< 0.1%
23774842	1	< 0.1%
23775602	1	< 0.1%
23785596	1	< 0.1%

Value	Count	Frequency (%)
27979338	1	< 0.1%
27949950	1	< 0.1%
27915388	1	< 0.1%
27913281	1	< 0.1%
27912130	1	< 0.1%
27911321	1	< 0.1%
27909557	1	< 0.1%
27909309	1	< 0.1%
27908657	1	< 0.1%
27907507	1	< 0.1%

X좌표최대값
Real number (ℝ)

HIGH CORRELATION

Distinct	9941
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23844488

Minimum	22443656
Maximum	25577671
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	22443656
5-th percentile	22871240
Q1	23343670
median	23813618
Q3	24159418
95-th percentile	25134876
Maximum	25577671
Range	3134015
Interquartile range (IQR)	815748.25

Descriptive statistics

Standard deviation	675191.64
Coefficient of variation (CV)	0.028316466
Kurtosis	-0.38400061
Mean	23844488
Median Absolute Deviation (MAD)	453618
Skewness	0.55262606
Sum	2.3844488 × 10¹¹
Variance	4.5588375 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24674072	2	< 0.1%
23961634	2	< 0.1%
23300932	2	< 0.1%
24495742	2	< 0.1%
24083348	2	< 0.1%
23196148	2	< 0.1%
25139075	2	< 0.1%
23777006	2	< 0.1%
23891111	2	< 0.1%
23448141	2	< 0.1%
Other values (9931)	9980	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22443656	1	< 0.1%
22446563	1	< 0.1%
22446913	1	< 0.1%
22461115	1	< 0.1%
22466092	1	< 0.1%
22486390	1	< 0.1%
22494888	1	< 0.1%
22541514	1	< 0.1%
22543818	1	< 0.1%
22544751	1	< 0.1%

Value	Count	Frequency (%)
25577671	1	< 0.1%
25575603	1	< 0.1%
25574568	1	< 0.1%
25571693	1	< 0.1%
25568170	1	< 0.1%
25566036	1	< 0.1%
25565253	1	< 0.1%
25562750	1	< 0.1%
25558714	1	< 0.1%
25557789	1	< 0.1%

Y좌표최대값
Real number (ℝ)

HIGH CORRELATION

Distinct	9947
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25679805

Minimum	23696544
Maximum	28033127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	23696544
5-th percentile	24242106
Q1	24939361
median	25492374
Q3	26261466
95-th percentile	27492492
Maximum	28033127
Range	4336583
Interquartile range (IQR)	1322104.5

Descriptive statistics

Standard deviation	968272.43
Coefficient of variation (CV)	0.037705598
Kurtosis	-0.5683287
Mean	25679805
Median Absolute Deviation (MAD)	654587.5
Skewness	0.41164688
Sum	2.5679805 × 10¹¹
Variance	9.375515 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25261839	3	< 0.1%
25255822	2	< 0.1%
25944503	2	< 0.1%
26640230	2	< 0.1%
27456353	2	< 0.1%
26054453	2	< 0.1%
24480394	2	< 0.1%
24874834	2	< 0.1%
26919718	2	< 0.1%
24349459	2	< 0.1%
Other values (9937)	9979	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23696544	1	< 0.1%
23701398	1	< 0.1%
23749731	1	< 0.1%
23764408	1	< 0.1%
23770182	1	< 0.1%
23772950	1	< 0.1%
23777407	1	< 0.1%
23788274	1	< 0.1%
23794570	1	< 0.1%
23822656	1	< 0.1%

Value	Count	Frequency (%)
28033127	1	< 0.1%
27980978	1	< 0.1%
27959037	1	< 0.1%
27924141	1	< 0.1%
27916390	1	< 0.1%
27915522	1	< 0.1%
27913801	1	< 0.1%
27911932	1	< 0.1%
27911590	1	< 0.1%
27911444	1	< 0.1%

건폐율
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3769
Distinct (%)	37.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.487069

Minimum	0
Maximum	260.8
Zeros	2784
Zeros (%)	27.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16.5
Q3	27.72
95-th percentile	51.1035
Maximum	260.8
Range	260.8
Interquartile range (IQR)	27.72

Descriptive statistics

Standard deviation	18.512275
Coefficient of variation (CV)	1.0013635
Kurtosis	12.251403
Mean	18.487069
Median Absolute Deviation (MAD)	13.695
Skewness	2.078082
Sum	184870.69
Variance	342.70434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2784	27.8%
15.0	15	0.1%
14.5	12	0.1%
20.0	11	0.1%
24.5	10	0.1%
19.8	9	0.1%
10.0	9	0.1%
13.9	9	0.1%
15.1	9	0.1%
25.0	9	0.1%
Other values (3759)	7123	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2784	27.8%
0.03	1	< 0.1%
0.04	2	< 0.1%
0.066	1	< 0.1%
0.07	3	< 0.1%
0.08	1	< 0.1%
0.1	1	< 0.1%
0.14	1	< 0.1%
0.15	1	< 0.1%
0.18	2	< 0.1%

Value	Count	Frequency (%)
260.8	1	< 0.1%
254.5	1	< 0.1%
222.49	1	< 0.1%
187.87	1	< 0.1%
184.0	1	< 0.1%
176.88	1	< 0.1%
163.95	1	< 0.1%
156.24	1	< 0.1%
149.11	1	< 0.1%
148.96	1	< 0.1%

층수
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0556

Minimum	0
Maximum	5
Zeros	134
Zeros (%)	1.3%
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	2
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.32911924
Coefficient of variation (CV)	0.31178404
Kurtosis	30.772196
Mean	1.0556
Median Absolute Deviation (MAD)	0
Skewness	4.1123739
Sum	10556
Variance	0.10831947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	9289	92.9%
2	491	4.9%
0	134	1.3%
3	64	0.6%
4	17	0.2%
5	5	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134	1.3%
1	9289	92.9%
2	491	4.9%
3	64	0.6%
4	17	0.2%
5	5	0.1%

Value	Count	Frequency (%)
5	5	0.1%
4	17	0.2%
3	64	0.6%
2	491	4.9%
1	9289	92.9%
0	134	1.3%

건물군관리번호
Real number (ℝ)

UNIQUE

Distinct	10000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15937484

Minimum	173
Maximum	1.001869 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	173
5-th percentile	3922.75
Q1	8144.75
median	12089
Q3	15952.25
95-th percentile	1.0018192 × 10⁸
Maximum	1.001869 × 10⁸
Range	1.0018673 × 10⁸
Interquartile range (IQR)	7807.5

Descriptive statistics

Standard deviation	36631042
Coefficient of variation (CV)	2.2984206
Kurtosis	1.4797085
Mean	15937484
Median Absolute Deviation (MAD)	3904
Skewness	1.8653183
Sum	1.5937484 × 10¹¹
Variance	1.3418332 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17313	1	< 0.1%
9472	1	< 0.1%
12578	1	< 0.1%
9369	1	< 0.1%
10988	1	< 0.1%
13577	1	< 0.1%
8985	1	< 0.1%
12638	1	< 0.1%
14228	1	< 0.1%
7636	1	< 0.1%
Other values (9990)	9990	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
173	1	< 0.1%
176	1	< 0.1%
182	1	< 0.1%
289	1	< 0.1%
291	1	< 0.1%
295	1	< 0.1%
381	1	< 0.1%
387	1	< 0.1%
396	1	< 0.1%
406	1	< 0.1%

Value	Count	Frequency (%)
100186900	1	< 0.1%
100186880	1	< 0.1%
100186861	1	< 0.1%
100186860	1	< 0.1%
100186840	1	< 0.1%
100186819	1	< 0.1%
100186809	1	< 0.1%
100186805	1	< 0.1%
100186804	1	< 0.1%
100186803	1	< 0.1%

필지고유번호(PNU)
Real number (ℝ)

HIGH CORRELATION

Distinct	7359
Distinct (%)	73.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5720332 × 10¹⁸

Minimum	4.572025 × 10¹⁸
Maximum	4.57204 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	4.572025 × 10¹⁸
5-th percentile	4.572025 × 10¹⁸
Q1	4.572025 × 10¹⁸
median	4.572035 × 10¹⁸
Q3	4.572038 × 10¹⁸
95-th percentile	4.57204 × 10¹⁸
Maximum	4.57204 × 10¹⁸
Range	1.50051 × 10¹³
Interquartile range (IQR)	1.2987994 × 10¹³

Descriptive statistics

Standard deviation	5.3119813 × 10¹²
Coefficient of variation (CV)	1.1618422 × 10^-6
Kurtosis	-1.1374361
Mean	4.5720332 × 10¹⁸
Median Absolute Deviation (MAD)	3.0019994 × 10¹²
Skewness	-0.55198515
Sum	-9.1462821 × 10¹⁸
Variance	2.8217146 × 10²⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4572025021104030000	26	0.3%
4572025023100320000	26	0.3%
4572025021104060000	26	0.3%
4572025023102840000	20	0.2%
4572025021104790000	17	0.2%
4572031025110530000	17	0.2%
4572025022101250000	14	0.1%
4572025022101260000	14	0.1%
4572038029105030000	14	0.1%
4572040024109060000	13	0.1%
Other values (7349)	9813	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4572025021100330000	1	< 0.1%
4572025021100450000	1	< 0.1%
4572025021100540000	1	< 0.1%
4572025021100560000	4	< 0.1%
4572025021100570000	2	< 0.1%
4572025021100600000	1	< 0.1%
4572025021100610000	1	< 0.1%
4572025021100620000	1	< 0.1%
4572025021100630000	1	< 0.1%
4572025021100700000	1	< 0.1%

Value	Count	Frequency (%)
4572040026200720000	1	< 0.1%
4572040026200520000	2	< 0.1%
4572040026200280000	1	< 0.1%
4572040026110460000	1	< 0.1%
4572040026109930000	1	< 0.1%
4572040026109900000	1	< 0.1%
4572040026109880000	1	< 0.1%
4572040026109800000	1	< 0.1%
4572040026109770000	1	< 0.1%
4572040026109760000	1	< 0.1%

건축년도
Real number (ℝ)

Distinct	104
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1979.1947

Minimum	1871
Maximum	2013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1871
5-th percentile	1937
Q1	1955
median	1986.5
Q3	2002
95-th percentile	2011
Maximum	2013
Range	142
Interquartile range (IQR)	47

Descriptive statistics

Standard deviation	25.96285
Coefficient of variation (CV)	0.013117886
Kurtosis	-1.2435951
Mean	1979.1947
Median Absolute Deviation (MAD)	21.5
Skewness	-0.37470239
Sum	19791947
Variance	674.0696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1997	332	3.3%
1949	330	3.3%
2011	296	3.0%
2012	292	2.9%
2009	286	2.9%
2008	282	2.8%
2010	278	2.8%
1996	263	2.6%
1999	263	2.6%
2000	260	2.6%
Other values (94)	7118	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1871	1	< 0.1%
1890	1	< 0.1%
1899	2	< 0.1%
1900	1	< 0.1%
1902	1	< 0.1%
1906	1	< 0.1%
1909	1	< 0.1%
1910	2	< 0.1%
1913	1	< 0.1%
1919	5	0.1%

Value	Count	Frequency (%)
2013	43	0.4%
2012	292	2.9%
2011	296	3.0%
2010	278	2.8%
2009	286	2.9%
2008	282	2.8%
2007	213	2.1%
2006	213	2.1%
2005	202	2.0%
2004	184	1.8%

용적율
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3857
Distinct (%)	38.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.955812

Minimum	0
Maximum	1011
Zeros	2780
Zeros (%)	27.8%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16.47
Q3	28.21
95-th percentile	54.9825
Maximum	1011
Range	1011
Interquartile range (IQR)	28.21

Descriptive statistics

Standard deviation	25.43171
Coefficient of variation (CV)	1.2744012
Kurtosis	247.50802
Mean	19.955812
Median Absolute Deviation (MAD)	14.1
Skewness	8.72377
Sum	199558.12
Variance	646.77189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2780	27.8%
15.0	16	0.2%
24.5	12	0.1%
20.0	12	0.1%
25.0	11	0.1%
14.5	11	0.1%
15.1	10	0.1%
13.5	10	0.1%
10.0	9	0.1%
16.5	8	0.1%
Other values (3847)	7121	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2780	27.8%
0.03	1	< 0.1%
0.04	2	< 0.1%
0.066	1	< 0.1%
0.07	3	< 0.1%
0.08	1	< 0.1%
0.1	1	< 0.1%
0.14	1	< 0.1%
0.15	1	< 0.1%
0.18	2	< 0.1%

Value	Count	Frequency (%)
1011.0	1	< 0.1%
308.65	1	< 0.1%
268.48	1	< 0.1%
263.83	1	< 0.1%
260.8	1	< 0.1%
257.98	1	< 0.1%
256.39	1	< 0.1%
254.5	1	< 0.1%
251.16	1	< 0.1%
246.86	1	< 0.1%

Phik (φk)
Auto

Heatmap
Table

	공간정보관리번호	X좌표최소값	Y좌표최소값	X좌표최대값	Y좌표최대값	건폐율	층수	건물군관리번호	필지고유번호(PNU)	건축년도	용적율
공간정보관리번호	1.000	0.849	0.858	0.849	0.857	0.214	0.176	0.405	0.857	0.358	0.201
X좌표최소값	0.849	1.000	0.732	1.000	0.733	0.123	0.122	0.072	0.791	0.283	0.147
Y좌표최소값	0.858	0.732	1.000	0.733	0.998	0.176	0.134	0.068	0.830	0.230	0.192
X좌표최대값	0.849	1.000	0.733	1.000	0.734	0.122	0.122	0.072	0.791	0.281	0.147
Y좌표최대값	0.857	0.733	0.998	0.734	1.000	0.183	0.130	0.057	0.830	0.227	0.196
건폐율	0.214	0.123	0.176	0.122	0.183	1.000	0.170	0.081	0.088	0.158	0.827
층수	0.176	0.122	0.134	0.122	0.130	0.170	1.000	0.224	0.115	0.181	0.353
건물군관리번호	0.405	0.072	0.068	0.072	0.057	0.081	0.224	1.000	0.066	0.571	0.000
필지고유번호(PNU)	0.857	0.791	0.830	0.791	0.830	0.088	0.115	0.066	1.000	0.274	0.102
건축년도	0.358	0.283	0.230	0.281	0.227	0.158	0.181	0.571	0.274	1.000	0.099
용적율	0.201	0.147	0.192	0.147	0.196	0.827	0.353	0.000	0.102	0.099	1.000

Heatmap
Table

	공간정보관리번호	X좌표최소값	Y좌표최소값	X좌표최대값	Y좌표최대값	건폐율	층수	건물군관리번호	필지고유번호(PNU)	건축년도	용적율
공간정보관리번호	1.000	-0.295	0.161	-0.295	0.161	-0.035	-0.069	0.079	0.679	0.201	-0.037
X좌표최소값	-0.295	1.000	0.443	1.000	0.443	0.019	0.031	0.024	-0.466	-0.002	0.021
Y좌표최소값	0.161	0.443	1.000	0.443	1.000	-0.063	0.034	0.007	0.226	0.102	-0.060
X좌표최대값	-0.295	1.000	0.443	1.000	0.443	0.017	0.032	0.023	-0.465	-0.001	0.019
Y좌표최대값	0.161	0.443	1.000	0.443	1.000	-0.064	0.034	0.006	0.226	0.103	-0.060
건폐율	-0.035	0.019	-0.063	0.017	-0.064	1.000	0.094	0.101	-0.040	0.160	0.987
층수	-0.069	0.031	0.034	0.032	0.034	0.094	1.000	-0.011	-0.102	0.106	0.159
건물군관리번호	0.079	0.024	0.007	0.023	0.006	0.101	-0.011	1.000	0.009	0.384	0.101
필지고유번호(PNU)	0.679	-0.466	0.226	-0.465	0.226	-0.040	-0.102	0.009	1.000	0.081	-0.047
건축년도	0.201	-0.002	0.102	-0.001	0.103	0.160	0.106	0.384	0.081	1.000	0.165
용적율	-0.037	0.021	-0.060	0.019	-0.060	0.987	0.159	0.101	-0.047	0.165	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

	공간정보관리번호	X좌표최소값	Y좌표최소값	X좌표최대값	Y좌표최대값	건폐율	층수	건물군관리번호	필지고유번호(PNU)	건축년도	용적율
3334	3700	25063022	26728444	25064956	26729948	43.57	1	17313	4572032022109910000	1996	43.57
1614	1997	24381755	25335649	24386483	25341528	12.37	1	16764	4572025028100690000	1993	10.53
1098	1148	23745055	25264569	23747649	25268534	17.45	1	3393	4572025023106230000	1996	17.45
973	1015	23834528	25360503	23836303	25361960	57.18	1	12285	4572025023102840000	2001	57.18
4569	4738	24737439	25776610	24740981	25779840	11.0	1	5783	4572033026109380000	1939	11.0
5535	6391	22895865	24185814	22897638	24187381	0.0	1	7530	4572036023103370000	1978	0.0
10403	10964	23860397	24254555	23863415	24257016	23.84	2	100185113	4572035027101320000	2012	24.9
5307	5883	24090815	24650920	24094210	24653816	22.38	1	100179068	4572035028100780000	2010	22.38
3455	3848	24777893	26448340	24790675	26454518	0.0	1	4157	4572032023110190000	2000	0.0
7809	8501	23130079	25439834	23133418	25442990	13.29	1	100185713	4572038024103270000	2012	13.07

	공간정보관리번호	X좌표최소값	Y좌표최소값	X좌표최대값	Y좌표최대값	건폐율	층수	건물군관리번호	필지고유번호(PNU)	건축년도	용적율
5926	6815	22758190	24849175	22761224	24852889	10.64	1	5743	4572036027112060000	1968	10.64
5627	6217	23065510	24341775	23068475	24344910	24.2	1	9812	4572036022100380000	1969	24.2
525	547	23844174	25473893	23845372	25475044	0.0	2	3327	4572025021109380000	1981	0.0
11074	11929	23924898	24907838	23930317	24917334	56.45	1	11724	4572025024118750000	2006	56.45
5885	6073	23546997	24433562	23550021	24436480	18.53	1	16720	4572035029109940000	1949	18.53
1275	1496	23971041	25144446	23973185	25146530	22.87	1	11703	4572025025106310000	1945	22.87
8598	9343	23883707	26354213	23888139	26357376	17.69	1	5430	4572039021104940000	2000	17.69
7717	8397	22791264	25506846	22793418	25510574	14.36	1	14631	4572038023106160000	1970	14.36
4994	5158	23606758	24253594	23611035	24256931	0.0	1	4837	4572035021101840000	1939	0.0
184	297	23835761	25490001	23837653	25492086	22.52	1	15594	4572025021108710000	1970	22.52

Overview

Variables

Interactions

Correlations

Missing values

Sample