gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	95
Duplicate rows (%)	0.9%
Total size in memory	1.7 MiB
Average record size in memory	182.0 B

Variable types

Numeric	9
Categorical	11

Dataset

Description	지적재조사 사업지구에 포함된 토지현황조사서 사전조사, 현지조사에 들어가는 필지정보, 공시지가, 면적, 건축물 정보, 용도지역지구를 조회할 수 있습니다.
Author	국토교통부
URL	https://www.data.go.kr/data/15122891/fileData.do

Alerts

`기준년도` has constant value ""	Constant
`기준월` has constant value ""	Constant
`기준점구분` has constant value ""	Constant
`기준점구분코드` has constant value ""	Constant
`건축물소유자순번` has constant value ""	Constant
Dataset has 95 (0.9%) duplicate rows	Duplicates
`기준년도.1` is highly overall correlated with `사업지구일련번호` and 11 other fields	High correlation
`용도지역지구명` is highly overall correlated with `사업지구일련번호` and 11 other fields	High correlation
`용도지역지구코드` is highly overall correlated with `사업지구일련번호` and 12 other fields	High correlation
`사업지구명` is highly overall correlated with `사업지구일련번호` and 13 other fields	High correlation
`기준점번호` is highly overall correlated with `사업지구일련번호` and 13 other fields	High correlation
`기준점명` is highly overall correlated with `사업지구일련번호` and 13 other fields	High correlation
`사업지구일련번호` is highly overall correlated with `건축물일련번호` and 6 other fields	High correlation
`필지고유번호` is highly overall correlated with `공시지가` and 9 other fields	High correlation
`공시지가` is highly overall correlated with `필지고유번호` and 11 other fields	High correlation
`연계기준일시` is highly overall correlated with `필지고유번호` and 10 other fields	High correlation
`건축물일련번호` is highly overall correlated with `사업지구일련번호` and 5 other fields	High correlation
`대지면적` is highly overall correlated with `사업지구명` and 4 other fields	High correlation
`건물면적` is highly overall correlated with `공시지가` and 6 other fields	High correlation
`집합건물순번` is highly overall correlated with `필지고유번호` and 9 other fields	High correlation
`전년대비공시지가변동률` is highly overall correlated with `필지고유번호` and 10 other fields	High correlation
`사업지구명` is highly imbalanced (52.5%)	Imbalance
`기준점명` is highly imbalanced (52.5%)	Imbalance
`건축물일련번호` is highly skewed (γ1 = 99.99997309)	Skewed
`대지면적` has 9808 (98.1%) zeros	Zeros
`건물면적` has 1861 (18.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 19:06:43.301460
Analysis finished	2023-12-12 19:07:00.624259
Duration	17.32 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

사업지구일련번호
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8297.4337

Minimum	7408
Maximum	8677
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	7408
5-th percentile	8025
Q1	8025
median	8328
Q3	8328
95-th percentile	8677
Maximum	8677
Range	1269
Interquartile range (IQR)	303

Descriptive statistics

Standard deviation	205.54243
Coefficient of variation (CV)	0.024771808
Kurtosis	-0.27063254
Mean	8297.4337
Median Absolute Deviation (MAD)	0
Skewness	0.14611114
Sum	82974337
Variance	42247.692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
8328	5522	55.2%
8025	2535	25.4%
8677	1146	11.5%
8609	312	3.1%
8472	167	1.7%
8125	166	1.7%
8605	70	0.7%
7857	32	0.3%
8124	27	0.3%
7563	11	0.1%
Other values (4)	12	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7408	4	< 0.1%
7563	11	0.1%
7857	32	0.3%
7907	6	0.1%
8025	2535	25.4%
8124	27	0.3%
8125	166	1.7%
8328	5522	55.2%
8466	1	< 0.1%
8467	1	< 0.1%

Value	Count	Frequency (%)
8677	1146	11.5%
8609	312	3.1%
8605	70	0.7%
8472	167	1.7%
8467	1	< 0.1%
8466	1	< 0.1%
8328	5522	55.2%
8125	166	1.7%
8124	27	0.3%
8025	2535	25.4%

사업지구명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

도량2지구	5522
남중신동 지구	2535
청북한산2지구	1146
송천2지구	312
비산 6지구	167
Other values (9)	318

Length

Max length	7
Median length	5
Mean length	5.7536
Min length	4

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	도량2지구
2nd row	청북한산2지구
3rd row	도량2지구
4th row	청북한산2지구
5th row	남중신동 지구

Common Values

Value	Count	Frequency (%)
도량2지구	5522	55.2%
남중신동 지구	2535	25.4%
청북한산2지구	1146	11.5%
송천2지구	312	3.1%
비산 6지구	167	1.7%
황등 지구	166	1.7%
금암1지구	70	0.7%
대장2지구	32	0.3%
병천1지구	27	0.3%
노형동2지구	11	0.1%
Other values (4)	12	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
도량2지구	5522	42.9%
지구	2701	21.0%
남중신동	2535	19.7%
청북한산2지구	1146	8.9%
송천2지구	312	2.4%
비산	167	1.3%
6지구	167	1.3%
황등	166	1.3%
금암1지구	70	0.5%
대장2지구	32	0.2%
Other values (6)	50	0.4%

기준년도
Categorical

CONSTANT

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

2022	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2022
3rd row	2022
4th row	2022
5th row	2022

Common Values

Value	Count	Frequency (%)
2022	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	10000	100.0%

필지고유번호
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5510151 × 10¹⁸

Minimum	2.7170102 × 10¹⁸
Maximum	5.0110122 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2.7170102 × 10¹⁸
5-th percentile	4.1220259 × 10¹⁸
Q1	4.5140121 × 10¹⁸
median	4.7190103 × 10¹⁸
Q3	4.7190103 × 10¹⁸
95-th percentile	4.7190103 × 10¹⁸
Maximum	5.0110122 × 10¹⁸
Range	2.294002 × 10¹⁸
Interquartile range (IQR)	2.049982 × 10¹⁷

Descriptive statistics

Standard deviation	3.0700417 × 10¹⁷
Coefficient of variation (CV)	0.067458394
Kurtosis	18.789287
Mean	4.5510151 × 10¹⁸
Median Absolute Deviation (MAD)	0
Skewness	-3.7907421
Sum	2.0331953 × 10¹⁸
Variance	9.425156 × 10³⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
4719010300107540000	5521	55.2%
4514012100106200003	2535	25.4%
4122025930105320054	630	6.3%
4122025930105320053	516	5.2%
4511312100101790028	312	3.1%
2717010200104040020	167	1.7%
4514032021109210018	166	1.7%
4511310700106280001	70	0.7%
4113511600105770001	32	0.3%
4413136022103080000	27	0.3%
Other values (6)	24	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2717010200104040020	167	1.7%
4113511600105770001	32	0.3%
4122025930105320053	516	5.2%
4122025930105320054	630	6.3%
4136034021102150001	1	< 0.1%
4136034021103670029	1	< 0.1%
4315011500101040009	6	0.1%
4413136022103080000	27	0.3%
4511310700106280001	70	0.7%
4511312100101790028	312	3.1%

Value	Count	Frequency (%)
5011012200124050000	11	0.1%
4719010300107540000	5521	55.2%
4719010300107440002	1	< 0.1%
4613025030107020006	4	< 0.1%
4514032021109210018	166	1.7%
4514012100106200003	2535	25.4%
4511312100101790028	312	3.1%
4511310700106280001	70	0.7%
4413136022103080000	27	0.3%
4315011500101040009	6	0.1%

기준년도.1
Categorical

HIGH CORRELATION

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

2022	5567
2021	4261
2023	172

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022
2nd row	2021
3rd row	2022
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2022	5567	55.7%
2021	4261	42.6%
2023	172	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	5567	55.7%
2021	4261	42.6%
2023	172	1.7%

기준월
Categorical

CONSTANT

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

1	10000

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	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

공시지가
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	565228.84

Minimum	84200
Maximum	1562000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	84200
5-th percentile	201400
Q1	441000
median	709700
Q3	709700
95-th percentile	709700
Maximum	1562000
Range	1477800
Interquartile range (IQR)	268700

Descriptive statistics

Standard deviation	194312.86
Coefficient of variation (CV)	0.34377734
Kurtosis	1.24989
Mean	565228.84
Median Absolute Deviation (MAD)	0
Skewness	-0.34261763
Sum	5.6522884 × 10⁹
Variance	3.7757489 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
709700	5521	55.2%
441000	2535	25.4%
201400	630	6.3%
203500	516	5.2%
454200	312	3.1%
681000	167	1.7%
137600	166	1.7%
452100	70	0.7%
1562000	32	0.3%
454500	27	0.3%
Other values (6)	24	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
84200	6	0.1%
137600	166	1.7%
201400	630	6.3%
203500	516	5.2%
244000	4	< 0.1%
336300	1	< 0.1%
407500	1	< 0.1%
423300	1	< 0.1%
441000	2535	25.4%
452100	70	0.7%

Value	Count	Frequency (%)
1562000	32	0.3%
852900	11	0.1%
709700	5521	55.2%
681000	167	1.7%
454500	27	0.3%
454200	312	3.1%
452100	70	0.7%
441000	2535	25.4%
423300	1	< 0.1%
407500	1	< 0.1%

연계기준일시
Real number (ℝ)

HIGH CORRELATION

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20218434

Minimum	20211015
Maximum	20230913
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20211015
5-th percentile	20211124
Q1	20211124
median	20221207
Q3	20221207
95-th percentile	20221207
Maximum	20230913
Range	19898
Interquartile range (IQR)	10083

Descriptive statistics

Standard deviation	5051.1543
Coefficient of variation (CV)	0.00024982915
Kurtosis	-0.47900295
Mean	20218434
Median Absolute Deviation (MAD)	0
Skewness	-0.32156673
Sum	2.0218434 × 10¹¹
Variance	25514160
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
20221207	5522	55.2%
20211124	2535	25.4%
20220209	1146	11.5%
20211015	382	3.8%
20230913	167	1.7%
20230410	166	1.7%
20211217	32	0.3%
20221103	27	0.3%
20220907	11	0.1%
20221108	6	0.1%
Other values (3)	6	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20211015	382	3.8%
20211124	2535	25.4%
20211217	32	0.3%
20220209	1146	11.5%
20220907	11	0.1%
20220922	1	< 0.1%
20221103	27	0.3%
20221108	6	0.1%
20221207	5522	55.2%
20230410	166	1.7%

Value	Count	Frequency (%)
20230913	167	1.7%
20230907	1	< 0.1%
20230802	4	< 0.1%
20230410	166	1.7%
20221207	5522	55.2%
20221108	6	0.1%
20221103	27	0.3%
20220922	1	< 0.1%
20220907	11	0.1%
20220209	1146	11.5%

기준점구분
Categorical

CONSTANT

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

지적도근점	10000

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
지적도근점	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지적도근점	10000	100.0%

기준점구분코드
Categorical

CONSTANT

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

3	10000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	10000	100.0%

기준점번호
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

47190D000008681	5521
45140D000011442	1311
45140D000009243	1224
41220D000016063	630
41220D000016060	516
Other values (13)	798

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	47190D000008681
2nd row	41220D000016063
3rd row	47190D000008681
4th row	41220D000016063
5th row	45140D000009243

Common Values

Value	Count	Frequency (%)
47190D000008681	5521	55.2%
45140D000011442	1311	13.1%
45140D000009243	1224	12.2%
41220D000016063	630	6.3%
41220D000016060	516	5.2%
45113D000015407	312	3.1%
45140D000024170	166	1.7%
27170D000002222	91	0.9%
27170D000002223	76	0.8%
45113D000015531	70	0.7%
Other values (8)	83	0.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
47190d000008681	5521	55.2%
45140d000011442	1311	13.1%
45140d000009243	1224	12.2%
41220d000016063	630	6.3%
41220d000016060	516	5.2%
45113d000015407	312	3.1%
45140d000024170	166	1.7%
27170d000002222	91	0.9%
27170d000002223	76	0.8%
45113d000015531	70	0.7%
Other values (8)	83	0.8%

기준점명
Categorical

HIGH CORRELATION IMBALANCE

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

4913	5521
81	2535
32941	630
32940	516
w4511313599	312
Other values (12)	486

Length

Max length	11
Median length	4
Mean length	3.8755
Min length	2

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	4913
2nd row	32941
3rd row	4913
4th row	32941
5th row	81

Common Values

Value	Count	Frequency (%)
4913	5521	55.2%
81	2535	25.4%
32941	630	6.3%
32940	516	5.2%
w4511313599	312	3.1%
8519	166	1.7%
1579	91	0.9%
1580	76	0.8%
w4511313723	70	0.7%
3533	32	0.3%
Other values (7)	51	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4913	5521	55.2%
81	2535	25.4%
32941	630	6.3%
32940	516	5.2%
w4511313599	312	3.1%
8519	166	1.7%
1579	91	0.9%
1580	76	0.8%
w4511313723	70	0.7%
3533	32	0.3%
Other values (7)	51	0.5%

건축물소유자순번
Categorical

CONSTANT

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

1	10000

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	10000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10000	100.0%

건축물일련번호
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1774471 × 10⁹

Minimum	9507
Maximum	1.11011 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	9507
5-th percentile	25013
Q1	25018
median	1.0018355 × 10⁸
Q3	1.001837 × 10⁸
95-th percentile	1.0019388 × 10⁸
Maximum	1.11011 × 10¹³
Range	1.11011 × 10¹³
Interquartile range (IQR)	1.0015868 × 10⁸

Descriptive statistics

Standard deviation	1.1101034 × 10¹¹
Coefficient of variation (CV)	94.280527
Kurtosis	9999.9964
Mean	1.1774471 × 10⁹
Median Absolute Deviation (MAD)	214
Skewness	99.999973
Sum	1.1774471 × 10¹³
Variance	1.2323295 × 10²²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
100183641	1117	11.2%
100183763	1109	11.1%
100183636	1107	11.1%
100183549	1102	11.0%
100183700	1086	10.9%
25016	440	4.4%
25018	437	4.4%
25013	434	4.3%
25017	415	4.2%
25014	406	4.1%
Other values (23)	2347	23.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9507	58	0.6%
10027	1	< 0.1%
17968	46	0.5%
17969	63	0.6%
25013	434	4.3%
25014	406	4.1%
25015	403	4.0%
25016	440	4.4%
25017	415	4.2%
25018	437	4.4%

Value	Count	Frequency (%)
11101100000000	1	< 0.1%
100295195	19	0.2%
100295188	13	0.1%
100268112	6	0.1%
100212269	4	< 0.1%
100194542	11	0.1%
100193893	243	2.4%
100193884	273	2.7%
100183763	1109	11.1%
100183700	1086	10.9%

대지면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.852011

Minimum	0
Maximum	2989
Zeros	9808
Zeros (%)	98.1%
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	0
Maximum	2989
Range	2989
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	168.7148
Coefficient of variation (CV)	9.4507446
Kurtosis	181.06076
Mean	17.852011
Median Absolute Deviation (MAD)	0
Skewness	12.754766
Sum	178520.11
Variance	28464.682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	9808	98.1%
405.79	109	1.1%
888.0	32	0.3%
2539.0	27	0.3%
1349.0	11	0.1%
1541.0	6	0.1%
2989.0	4	< 0.1%
320.0	1	< 0.1%
516.0	1	< 0.1%
443.0	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9808	98.1%
320.0	1	< 0.1%
405.79	109	1.1%
443.0	1	< 0.1%
516.0	1	< 0.1%
888.0	32	0.3%
1349.0	11	0.1%
1541.0	6	0.1%
2539.0	27	0.3%
2989.0	4	< 0.1%

Value	Count	Frequency (%)
2989.0	4	< 0.1%
2539.0	27	0.3%
1541.0	6	0.1%
1349.0	11	0.1%
888.0	32	0.3%
516.0	1	< 0.1%
443.0	1	< 0.1%
405.79	109	1.1%
320.0	1	< 0.1%
0.0	9808	98.1%

건물면적
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	302.25236

Minimum	0
Maximum	3839.55
Zeros	1861
Zeros (%)	18.6%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	121.27
median	332.384
Q3	445.431
95-th percentile	519.919
Maximum	3839.55
Range	3839.55
Interquartile range (IQR)	324.161

Descriptive statistics

Standard deviation	292.35571
Coefficient of variation (CV)	0.96725701
Kurtosis	59.254511
Mean	302.25236
Median Absolute Deviation (MAD)	150.374
Skewness	5.3799588
Sum	3022523.6
Variance	85471.864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.0	1861	18.6%
332.384	1117	11.2%
445.431	1109	11.1%
121.27	1107	11.1%
473.862	1102	11.0%
519.919	1086	10.9%
195.02	516	5.2%
339.8	434	4.3%
443.16	406	4.1%
145.52	316	3.2%
Other values (16)	946	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1861	18.6%
3.6	42	0.4%
121.27	1107	11.1%
145.52	316	3.2%
148.72	314	3.1%
152.39	13	0.1%
170.28	1	< 0.1%
178.2	1	< 0.1%
182.01	58	0.6%
195.02	516	5.2%

Value	Count	Frequency (%)
3839.55	28	0.3%
1263.68	163	1.6%
617.52	27	0.3%
594.72	4	< 0.1%
519.919	1086	10.9%
473.862	1102	11.0%
445.431	1109	11.1%
443.16	406	4.1%
428.76	11	0.1%
339.8	434	4.3%

집합건물순번
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.715

Minimum	2
Maximum	460
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	68
median	85
Q3	85
95-th percentile	85
Maximum	460
Range	458
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	47.624254
Coefficient of variation (CV)	0.65494402
Kurtosis	23.28557
Mean	72.715
Median Absolute Deviation (MAD)	0
Skewness	3.7166855
Sum	727150
Variance	2268.0696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
85	5521	55.2%
68	2535	25.4%
4	630	6.3%
6	520	5.2%
29	313	3.1%
356	167	1.7%
18	123	1.2%
36	70	0.7%
16	38	0.4%
21	32	0.3%
Other values (6)	51	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	27	0.3%
4	630	6.3%
5	1	< 0.1%
6	520	5.2%
12	6	0.1%
16	38	0.4%
17	5	0.1%
18	123	1.2%
21	32	0.3%
26	1	< 0.1%

Value	Count	Frequency (%)
460	11	0.1%
356	167	1.7%
85	5521	55.2%
68	2535	25.4%
36	70	0.7%
29	313	3.1%
26	1	< 0.1%
21	32	0.3%
18	123	1.2%
17	5	0.1%

전년대비공시지가변동률
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2023775

Minimum	0.021
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0.021
5-th percentile	0.04
Q1	0.04
median	0.04
Q3	0.154
95-th percentile	1
Maximum	1
Range	0.979
Interquartile range (IQR)	0.114

Descriptive statistics

Standard deviation	0.31878957
Coefficient of variation (CV)	1.5752224
Kurtosis	2.3314152
Mean	0.2023775
Median Absolute Deviation (MAD)	0
Skewness	2.0394125
Sum	2023.775
Variance	0.10162679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.04	5521	55.2%
0.154	2535	25.4%
1.0	1350	13.5%
0.11	312	3.1%
0.104	167	1.7%
0.122	70	0.7%
0.035	27	0.3%
0.083	11	0.1%
0.051	5	0.1%
0.021	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.021	1	< 0.1%
0.035	27	0.3%
0.04	5521	55.2%
0.051	5	0.1%
0.083	11	0.1%
0.104	167	1.7%
0.11	312	3.1%
0.122	70	0.7%
0.154	2535	25.4%
0.183	1	< 0.1%

Value	Count	Frequency (%)
1.0	1350	13.5%
0.183	1	< 0.1%
0.154	2535	25.4%
0.122	70	0.7%
0.11	312	3.1%
0.104	167	1.7%
0.083	11	0.1%
0.051	5	0.1%
0.04	5521	55.2%
0.035	27	0.3%

용도지역지구코드
Categorical

HIGH CORRELATION

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

UQA122	2809
UQS119	1447
UQA01X	1429
UQQ310	1371
UQS121	1348
Other values (8)	1596

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UQS119
2nd row	UQQ600
3rd row	UQQ310
4th row	UQB100
5th row	UQA01X

Common Values

Value	Count	Frequency (%)
UQA122	2809	28.1%
UQS119	1447	14.5%
UQA01X	1429	14.3%
UQQ310	1371	13.7%
UQS121	1348	13.5%
UQB100	586	5.9%
UQQ600	560	5.6%
UQA121	189	1.9%
UQH100	172	1.7%
UQO100	33	0.3%
Other values (3)	56	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
uqa122	2809	28.1%
uqs119	1447	14.5%
uqa01x	1429	14.3%
uqq310	1371	13.7%
uqs121	1348	13.5%
uqb100	586	5.9%
uqq600	560	5.6%
uqa121	189	1.9%
uqh100	172	1.7%
uqo100	33	0.3%
Other values (3)	56	0.6%

용도지역지구명
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

제2종일반주거지역	2809
도시지역	1461
중로3류(폭 12m~15m)	1447
제1종지구단위계획구역	1371
소로2류(폭 8m~10m)	1348
Other values (7)	1564

Length

Max length	15
Median length	13
Mean length	10.0376
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	중로3류(폭 12m~15m)
2nd row	토지거래계약에관한허가구역
3rd row	제1종지구단위계획구역
4th row	계획관리지역
5th row	도시지역

Common Values

Value	Count	Frequency (%)
제2종일반주거지역	2809	28.1%
도시지역	1461	14.6%
중로3류(폭 12m~15m)	1447	14.5%
제1종지구단위계획구역	1371	13.7%
소로2류(폭 8m~10m)	1348	13.5%
계획관리지역	586	5.9%
토지거래계약에관한허가구역	560	5.6%
제1종일반주거지역	189	1.9%
고도지구	172	1.7%
특정용도제한지구	33	0.3%
Other values (2)	24	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
제2종일반주거지역	2809	22.0%
도시지역	1461	11.4%
중로3류(폭	1447	11.3%
12m~15m	1447	11.3%
제1종지구단위계획구역	1371	10.7%
소로2류(폭	1348	10.5%
8m~10m	1348	10.5%
계획관리지역	586	4.6%
토지거래계약에관한허가구역	560	4.4%
제1종일반주거지역	189	1.5%
Other values (4)	229	1.8%

Heatmap
Table

	사업지구일련번호	사업지구명	필지고유번호	기준년도.1	공시지가	연계기준일시	기준점번호	기준점명	건축물일련번호	대지면적	건물면적	집합건물순번	전년대비공시지가변동률	용도지역지구코드	용도지역지구명
사업지구일련번호	1.000	1.000	0.948	0.974	0.929	0.975	1.000	1.000	0.085	0.872	0.478	0.987	0.913	0.888	0.856
사업지구명	1.000	1.000	1.000	1.000	0.999	1.000	1.000	1.000	1.000	1.000	0.821	1.000	1.000	0.901	0.887
필지고유번호	0.948	1.000	1.000	0.672	0.998	0.979	1.000	1.000	0.032	0.717	0.663	0.844	0.842	0.880	0.958
기준년도.1	0.974	1.000	0.672	1.000	0.944	0.799	1.000	1.000	0.055	0.666	0.385	0.739	0.923	0.821	0.920
공시지가	0.929	0.999	0.998	0.944	1.000	0.913	1.000	1.000	0.614	0.972	0.453	0.889	0.999	0.884	0.945
연계기준일시	0.975	1.000	0.979	0.799	0.913	1.000	1.000	1.000	0.085	0.465	0.715	0.942	0.895	0.986	0.923
기준점번호	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.992	0.833	1.000	1.000	0.908	0.913
기준점명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.991	0.826	1.000	1.000	0.906	0.895
건축물일련번호	0.085	1.000	0.032	0.055	0.614	0.085	1.000	1.000	1.000	0.085	0.000	0.019	0.000	0.186	0.000
대지면적	0.872	1.000	0.717	0.666	0.972	0.465	0.992	0.991	0.085	1.000	0.103	0.831	0.189	0.772	0.668
건물면적	0.478	0.821	0.663	0.385	0.453	0.715	0.833	0.826	0.000	0.103	1.000	0.583	0.360	0.725	0.827
집합건물순번	0.987	1.000	0.844	0.739	0.889	0.942	1.000	1.000	0.019	0.831	0.583	1.000	0.594	0.788	0.882
전년대비공시지가변동률	0.913	1.000	0.842	0.923	0.999	0.895	1.000	1.000	0.000	0.189	0.360	0.594	1.000	0.918	0.983
용도지역지구코드	0.888	0.901	0.880	0.821	0.884	0.986	0.908	0.906	0.186	0.772	0.725	0.788	0.918	1.000	1.000
용도지역지구명	0.856	0.887	0.958	0.920	0.945	0.923	0.913	0.895	0.000	0.668	0.827	0.882	0.983	1.000	1.000

Heatmap
Table

	기준년도.1	용도지역지구명	용도지역지구코드	사업지구명	기준점번호	기준점명
기준년도.1	1.000	0.685	0.687	0.999	0.999	0.999
용도지역지구명	0.685	1.000	1.000	0.603	0.603	0.603
용도지역지구코드	0.687	1.000	1.000	0.616	0.616	0.616
사업지구명	0.999	0.603	0.616	1.000	1.000	1.000
기준점번호	0.999	0.603	0.616	1.000	1.000	1.000
기준점명	0.999	0.603	0.616	1.000	1.000	1.000

Heatmap
Table

	사업지구일련번호	필지고유번호	공시지가	연계기준일시	건축물일련번호	대지면적	건물면적	집합건물순번	전년대비공시지가변동률	사업지구명	기준년도.1	기준점번호	기준점명	용도지역지구코드	용도지역지구명
사업지구일련번호	1.000	-0.043	0.100	0.355	0.524	0.012	0.303	0.035	-0.110	1.000	0.995	0.999	1.000	0.656	0.624
필지고유번호	-0.043	1.000	0.907	0.728	0.497	-0.213	0.452	0.864	-0.921	1.000	0.989	0.999	0.999	0.685	0.682
공시지가	0.100	0.907	1.000	0.702	0.539	0.019	0.542	0.917	-0.968	1.000	0.712	0.999	0.999	0.692	0.671
연계기준일시	0.355	0.728	0.702	1.000	0.574	0.126	0.397	0.787	-0.719	0.999	0.861	0.999	0.999	0.847	0.846
건축물일련번호	0.524	0.497	0.539	0.574	1.000	-0.082	0.430	0.409	-0.494	0.999	0.074	0.999	0.999	0.173	0.000
대지면적	0.012	-0.213	0.019	0.126	-0.082	1.000	0.017	0.079	0.030	0.970	0.572	0.971	0.971	0.500	0.405
건물면적	0.303	0.452	0.542	0.397	0.430	0.017	1.000	0.447	-0.551	0.628	0.376	0.627	0.628	0.520	0.520
집합건물순번	0.035	0.864	0.917	0.787	0.409	0.079	0.447	1.000	-0.916	0.999	0.786	0.999	0.999	0.598	0.593
전년대비공시지가변동률	-0.110	-0.921	-0.968	-0.719	-0.494	0.030	-0.551	-0.916	1.000	0.999	0.662	0.999	0.999	0.851	0.846
사업지구명	1.000	1.000	1.000	0.999	0.999	0.970	0.628	0.999	0.999	1.000	0.999	1.000	1.000	0.616	0.603
기준년도.1	0.995	0.989	0.712	0.861	0.074	0.572	0.376	0.786	0.662	0.999	1.000	0.999	0.999	0.687	0.685
기준점번호	0.999	0.999	0.999	0.999	0.999	0.971	0.627	0.999	0.999	1.000	0.999	1.000	1.000	0.616	0.603
기준점명	1.000	0.999	0.999	0.999	0.999	0.971	0.628	0.999	0.999	1.000	0.999	1.000	1.000	0.616	0.603
용도지역지구코드	0.656	0.685	0.692	0.847	0.173	0.500	0.520	0.598	0.851	0.616	0.687	0.616	0.616	1.000	1.000
용도지역지구명	0.624	0.682	0.671	0.846	0.000	0.405	0.520	0.593	0.846	0.603	0.685	0.603	0.603	1.000	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

	사업지구일련번호	사업지구명	기준년도	필지고유번호	기준년도.1	기준월	공시지가	연계기준일시	기준점구분	기준점구분코드	기준점번호	기준점명	건축물소유자순번	건축물일련번호	건물면적	집합건물순번	전년대비공시지가변동률	용도지역지구코드	용도지역지구명
31797	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQS119	중로3류(폭 12m~15m)
4122	8677	청북한산2지구	2022	4122025930105320054	2021	1	201400	20220209	지적도근점	3	41220D000016063	32941	1	100180395	148.72	4	1.0	UQQ600	토지거래계약에관한허가구역
24352	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183636	121.27	85	0.04	UQQ310	제1종지구단위계획구역
3409	8677	청북한산2지구	2022	4122025930105320054	2021	1	201400	20220209	지적도근점	3	41220D000016063	32941	1	100180395	148.72	4	1.0	UQB100	계획관리지역
50009	8025	남중신동 지구	2022	4514012100106200003	2021	1	441000	20211124	지적도근점	3	45140D000009243	81	1	25018	0.0	68	0.154	UQA01X	도시지역
26192	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183636	121.27	85	0.04	UQQ310	제1종지구단위계획구역
34358	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQS121	소로2류(폭 8m~10m)
2600	8677	청북한산2지구	2022	4122025930105320053	2021	1	203500	20220209	지적도근점	3	41220D000016060	32940	1	100193893	195.02	6	1.0	UQQ600	토지거래계약에관한허가구역
15080	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183549	473.862	85	0.04	UQQ310	제1종지구단위계획구역
39840	8609	송천2지구	2022	4511312100101790028	2021	1	454200	20211015	지적도근점	3	45113D000015407	w4511313599	1	147122	1263.68	29	0.11	UQH100	고도지구

	사업지구일련번호	사업지구명	기준년도	필지고유번호	기준년도.1	기준월	공시지가	연계기준일시	기준점구분	기준점구분코드	기준점번호	기준점명	건축물소유자순번	건축물일련번호	건물면적	집합건물순번	전년대비공시지가변동률	용도지역지구코드	용도지역지구명
49238	8025	남중신동 지구	2022	4514012100106200003	2021	1	441000	20211124	지적도근점	3	45140D000009243	81	1	25014	443.16	68	0.154	UQA122	제2종일반주거지역
25275	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQA122	제2종일반주거지역
31984	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183763	445.431	85	0.04	UQQ310	제1종지구단위계획구역
30849	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183700	519.919	85	0.04	UQS119	중로3류(폭 12m~15m)
20518	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQS121	소로2류(폭 8m~10m)
20498	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQS121	소로2류(폭 8m~10m)
40219	8025	남중신동 지구	2022	4514012100106200003	2021	1	441000	20211124	지적도근점	3	45140D000011442	81	1	25017	0.0	68	0.154	UQA01X	도시지역
4013	8677	청북한산2지구	2022	4122025930105320054	2021	1	201400	20220209	지적도근점	3	41220D000016063	32941	1	100180386	145.52	4	1.0	UQB100	계획관리지역
13666	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183763	445.431	85	0.04	UQS121	소로2류(폭 8m~10m)
18748	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183700	519.919	85	0.04	UQQ310	제1종지구단위계획구역

Most frequently occurring

	사업지구일련번호	사업지구명	기준년도	필지고유번호	기준년도.1	기준월	공시지가	연계기준일시	기준점구분	기준점구분코드	기준점번호	기준점명	건축물소유자순번	건축물일련번호	건물면적	집합건물순번	전년대비공시지가변동률	용도지역지구코드	용도지역지구명	# duplicates
65	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183763	445.431	85	0.04	UQS119	중로3류(폭 12m~15m)	305
53	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183636	121.27	85	0.04	UQS119	중로3류(폭 12m~15m)	292
55	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQA122	제2종일반주거지역	292
57	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183641	332.384	85	0.04	UQS119	중로3류(폭 12m~15m)	284
49	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183549	473.862	85	0.04	UQS119	중로3류(폭 12m~15m)	283
61	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183700	519.919	85	0.04	UQS119	중로3류(폭 12m~15m)	283
48	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183549	473.862	85	0.04	UQQ310	제1종지구단위계획구역	278
60	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183700	519.919	85	0.04	UQQ310	제1종지구단위계획구역	278
54	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183636	121.27	85	0.04	UQS121	소로2류(폭 8m~10m)	276
64	8328	도량2지구	2022	4719010300107540000	2022	1	709700	20221207	지적도근점	3	47190D000008681	4913	1	100183763	445.431	85	0.04	UQQ310	제1종지구단위계획구역	276

Overview

Variables

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Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring