gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	776
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	73.6 KiB
Average record size in memory	97.2 B

Variable types

Numeric	8
Text	2
Categorical	1

Dataset

Description	지적재조사 사업을 처음에 진행할 때, 기초가 되는 연계요청 필지수, 토지소유자 정보, 토지현황조사, 건축물, 현지조사 항목, 토지이용계획에 관한 데이터 건수에 관한 데이터입니다.
Author	국토교통부
URL	https://www.data.go.kr/data/15123019/fileData.do

Alerts

`연계수` is highly overall correlated with `요청필지수` and 4 other fields	High correlation
`요청필지수` is highly overall correlated with `연계수` and 1 other fields	High correlation
`토지소유자정보` is highly overall correlated with `연계수` and 4 other fields	High correlation
`토지현황조사` is highly overall correlated with `연계수` and 3 other fields	High correlation
`건축물` is highly overall correlated with `연계수` and 3 other fields	High correlation
`현지업데이트` is highly overall correlated with `연계수` and 3 other fields	High correlation
`토지이용` is highly imbalanced (92.6%)	Imbalance
`사업지구일련번호` has unique values	Unique
`현지업데이트` has 9 (1.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 02:50:29.243032
Analysis finished	2023-12-12 02:50:37.673028
Duration	8.43 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시군구코드
Real number (ℝ)

Distinct	223
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44460.823

Minimum	11140
Maximum	51830
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	11140
5-th percentile	28196.25
Q1	43112
median	46130
Q3	48139.25
95-th percentile	51750
Maximum	51830
Range	40690
Interquartile range (IQR)	5027.25

Descriptive statistics

Standard deviation	6193.6671
Coefficient of variation (CV)	0.13930617
Kurtosis	3.0855335
Mean	44460.823
Median Absolute Deviation (MAD)	2380
Skewness	-1.7419697
Sum	34501599
Variance	38361513
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51230	19	2.4%
46830	18	2.3%
41220	16	2.1%
48240	14	1.8%
51810	13	1.7%
41500	12	1.5%
43740	12	1.5%
46870	11	1.4%
48820	10	1.3%
46170	10	1.3%
Other values (213)	641	82.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11140	1	0.1%
26110	1	0.1%
26140	1	0.1%
26170	1	0.1%
26200	2	0.3%
26230	2	0.3%
26260	1	0.1%
26290	1	0.1%
26320	1	0.1%
26350	1	0.1%

Value	Count	Frequency (%)
51830	1	0.1%
51820	2	0.3%
51810	13	1.7%
51800	4	0.5%
51790	7	0.9%
51780	5	0.6%
51770	3	0.4%
51760	2	0.3%
51750	5	0.6%
51730	6	0.8%

시군구명
Text

Distinct	223
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	14
Median length	8
Mean length	8.6958763
Min length	7

Characters and Unicode

Total characters	6748
Distinct characters	141
Distinct categories	2 ?
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	63 ?
Unique (%)	8.1%

Sample

1st row	서울특별시 중구
2nd row	부산광역시 중구
3rd row	부산광역시 서구
4th row	부산광역시 동구
5th row	부산광역시 영도구

Value	Count	Frequency (%)
전라남도	123	7.6%
경상남도	108	6.6%
경기도	107	6.6%
강원특별자치도	93	5.7%
충청북도	78	4.8%
경상북도	65	4.0%
충청남도	63	3.9%
전라북도	58	3.6%
청주시	21	1.3%
삼척시	19	1.2%
Other values (217)	891	54.8%

Most occurring characters

Value	Count	Frequency (%)
	850	12.6%
도	715	10.6%
시	427	6.3%
군	363	5.4%
남	325	4.8%
경	288	4.3%
북	219	3.2%
전	195	2.9%
상	184	2.7%
라	181	2.7%
Other values (131)	3001	44.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	5898	87.4%
Space Separator	850	12.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	715	12.1%
시	427	7.2%
군	363	6.2%
남	325	5.5%
경	288	4.9%
북	219	3.7%
전	195	3.3%
상	184	3.1%
라	181	3.1%
청	178	3.0%
Other values (130)	2823	47.9%

Space Separator

Value	Count	Frequency (%)
	850	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	5898	87.4%
Common	850	12.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	715	12.1%
시	427	7.2%
군	363	6.2%
남	325	5.5%
경	288	4.9%
북	219	3.7%
전	195	3.3%
상	184	3.1%
라	181	3.1%
청	178	3.0%
Other values (130)	2823	47.9%

Common

Value	Count	Frequency (%)
	850	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	5898	87.4%
ASCII	850	12.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	850	100.0%

Hangul

Value	Count	Frequency (%)
도	715	12.1%
시	427	7.2%
군	363	6.2%
남	325	5.5%
경	288	4.9%
북	219	3.7%
전	195	3.3%
상	184	3.1%
라	181	3.1%
청	178	3.0%
Other values (130)	2823	47.9%

사업지구일련번호
Real number (ℝ)

UNIQUE

Distinct	776
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8028.259

Minimum	6921
Maximum	8955
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	6921
5-th percentile	7270.75
Q1	7657.75
median	8032.5
Q3	8407.25
95-th percentile	8730.25
Maximum	8955
Range	2034
Interquartile range (IQR)	749.5

Descriptive statistics

Standard deviation	467.11231
Coefficient of variation (CV)	0.058183512
Kurtosis	-0.81853726
Mean	8028.259
Median Absolute Deviation (MAD)	375
Skewness	-0.055509284
Sum	6229929
Variance	218193.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7812	1	0.1%
8471	1	0.1%
8247	1	0.1%
8242	1	0.1%
8243	1	0.1%
8244	1	0.1%
8248	1	0.1%
8249	1	0.1%
8642	1	0.1%
8592	1	0.1%
Other values (766)	766	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6921	1	0.1%
6931	1	0.1%
6938	1	0.1%
6989	1	0.1%
7061	1	0.1%
7075	1	0.1%
7081	1	0.1%
7082	1	0.1%
7108	1	0.1%
7109	1	0.1%

Value	Count	Frequency (%)
8955	1	0.1%
8951	1	0.1%
8950	1	0.1%
8949	1	0.1%
8947	1	0.1%
8946	1	0.1%
8945	1	0.1%
8943	1	0.1%
8942	1	0.1%
8941	1	0.1%

사업지구명
Text

Distinct	768
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Length

Max length	16
Median length	14
Mean length	5.6662371
Min length	3

Characters and Unicode

Total characters	4397
Distinct characters	263
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	760 ?
Unique (%)	97.9%

Sample

1st row	신당9-1지구
2nd row	영주동2지구
3rd row	남부민1지구
4th row	수정2지구
5th row	청학2지구

Value	Count	Frequency (%)
1지구	6	0.7%
가곡면	5	0.5%
지구	5	0.5%
청하면	5	0.5%
대동	4	0.4%
옥종	4	0.4%
지산면	4	0.4%
봉강면	3	0.3%
금산	3	0.3%
득량	3	0.3%
Other values (828)	874	95.4%

Most occurring characters

Value	Count	Frequency (%)
지	797	18.1%
구	785	17.9%
1	266	6.0%
2	172	3.9%
	143	3.3%
산	82	1.9%
동	63	1.4%
신	54	1.2%
3	47	1.1%
리	47	1.1%
Other values (253)	1941	44.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3649	83.0%
Decimal Number	566	12.9%
Space Separator	143	3.3%
Open Punctuation	13	0.3%
Close Punctuation	13	0.3%
Other Punctuation	12	0.3%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
지	797	21.8%
구	785	21.5%
산	82	2.2%
동	63	1.7%
신	54	1.5%
리	47	1.3%
곡	46	1.3%
천	44	1.2%
대	42	1.2%
성	37	1.0%
Other values (237)	1652	45.3%

Decimal Number

Value	Count	Frequency (%)
1	266	47.0%
2	172	30.4%
3	47	8.3%
4	31	5.5%
5	16	2.8%
0	11	1.9%
6	9	1.6%
9	5	0.9%
7	5	0.9%
8	4	0.7%

Other Punctuation

Value	Count	Frequency (%)
,	7	58.3%
·	5	41.7%

Space Separator

Value	Count	Frequency (%)
	143	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3649	83.0%
Common	748	17.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
지	797	21.8%
구	785	21.5%
산	82	2.2%
동	63	1.7%
신	54	1.5%
리	47	1.3%
곡	46	1.3%
천	44	1.2%
대	42	1.2%
성	37	1.0%
Other values (237)	1652	45.3%

Common

Value	Count	Frequency (%)
1	266	35.6%
2	172	23.0%
	143	19.1%
3	47	6.3%
4	31	4.1%
5	16	2.1%
(	13	1.7%
)	13	1.7%
0	11	1.5%
6	9	1.2%
Other values (6)	27	3.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3649	83.0%
ASCII	743	16.9%
None	5	0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
지	797	21.8%
구	785	21.5%
산	82	2.2%
동	63	1.7%
신	54	1.5%
리	47	1.3%
곡	46	1.3%
천	44	1.2%
대	42	1.2%
성	37	1.0%
Other values (237)	1652	45.3%

ASCII

Value	Count	Frequency (%)
1	266	35.8%
2	172	23.1%
	143	19.2%
3	47	6.3%
4	31	4.2%
5	16	2.2%
(	13	1.7%
)	13	1.7%
0	11	1.5%
6	9	1.2%
Other values (5)	22	3.0%

None

Value	Count	Frequency (%)
·	5	100.0%

연계수
Real number (ℝ)

HIGH CORRELATION

Distinct	110
Distinct (%)	14.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.685567

Minimum	1
Maximum	447
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	12
median	19
Q3	34.25
95-th percentile	82.25
Maximum	447
Range	446
Interquartile range (IQR)	22.25

Descriptive statistics

Standard deviation	35.201233
Coefficient of variation (CV)	1.185803
Kurtosis	35.585774
Mean	29.685567
Median Absolute Deviation (MAD)	9
Skewness	4.7299914
Sum	23036
Variance	1239.1268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	39	5.0%
10	34	4.4%
15	32	4.1%
13	32	4.1%
18	28	3.6%
11	28	3.6%
9	28	3.6%
14	26	3.4%
19	25	3.2%
8	25	3.2%
Other values (100)	479	61.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8	1.0%
2	4	0.5%
3	2	0.3%
4	11	1.4%
5	7	0.9%
6	13	1.7%
7	19	2.4%
8	25	3.2%
9	28	3.6%
10	34	4.4%

Value	Count	Frequency (%)
447	1	0.1%
288	1	0.1%
242	1	0.1%
224	1	0.1%
201	1	0.1%
196	1	0.1%
191	1	0.1%
184	3	0.4%
179	1	0.1%
171	1	0.1%

요청필지수
Real number (ℝ)

HIGH CORRELATION

Distinct	722
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4237.7332

Minimum	31
Maximum	183814
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	31
5-th percentile	282.25
Q1	799.75
median	1811.5
Q3	4285.5
95-th percentile	14151.5
Maximum	183814
Range	183783
Interquartile range (IQR)	3485.75

Descriptive statistics

Standard deviation	9965.5945
Coefficient of variation (CV)	2.3516333
Kurtosis	158.46367
Mean	4237.7332
Median Absolute Deviation (MAD)	1290.5
Skewness	10.556821
Sum	3288481
Variance	99313073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
656	3	0.4%
341	3	0.4%
276	3	0.4%
1252	2	0.3%
863	2	0.3%
560	2	0.3%
651	2	0.3%
648	2	0.3%
298	2	0.3%
1008	2	0.3%
Other values (712)	753	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	0.1%
57	1	0.1%
62	1	0.1%
67	1	0.1%
68	1	0.1%
84	1	0.1%
105	1	0.1%
111	1	0.1%
116	1	0.1%
123	1	0.1%

Value	Count	Frequency (%)
183814	1	0.1%
110356	1	0.1%
81617	1	0.1%
52458	1	0.1%
46939	1	0.1%
44144	1	0.1%
43693	1	0.1%
40230	1	0.1%
37850	1	0.1%
36891	1	0.1%

토지소유자정보
Real number (ℝ)

HIGH CORRELATION

Distinct	105
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.35567

Minimum	1
Maximum	443
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	11
median	18
Q3	32.25
95-th percentile	78
Maximum	443
Range	442
Interquartile range (IQR)	21.25

Descriptive statistics

Standard deviation	34.35552
Coefficient of variation (CV)	1.2115926
Kurtosis	37.726538
Mean	28.35567
Median Absolute Deviation (MAD)	9
Skewness	4.8664992
Sum	22004
Variance	1180.3017
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	35	4.5%
13	34	4.4%
11	33	4.3%
14	33	4.3%
10	32	4.1%
7	29	3.7%
17	27	3.5%
9	26	3.4%
12	26	3.4%
8	25	3.2%
Other values (95)	476	61.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	1.2%
2	4	0.5%
3	6	0.8%
4	9	1.2%
5	12	1.5%
6	16	2.1%
7	29	3.7%
8	25	3.2%
9	26	3.4%
10	32	4.1%

Value	Count	Frequency (%)
443	1	0.1%
281	1	0.1%
236	1	0.1%
219	1	0.1%
200	1	0.1%
196	1	0.1%
184	3	0.4%
175	1	0.1%
174	1	0.1%
170	1	0.1%

토지현황조사
Real number (ℝ)

HIGH CORRELATION

Distinct	102
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.103093

Minimum	1
Maximum	442
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	10
median	16
Q3	30
95-th percentile	73
Maximum	442
Range	441
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	33.168305
Coefficient of variation (CV)	1.2706657
Kurtosis	43.907103
Mean	26.103093
Median Absolute Deviation (MAD)	8
Skewness	5.2958466
Sum	20256
Variance	1100.1365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	41	5.3%
9	38	4.9%
13	37	4.8%
10	37	4.8%
8	32	4.1%
16	30	3.9%
15	28	3.6%
7	28	3.6%
19	26	3.4%
12	26	3.4%
Other values (92)	453	58.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	1.2%
2	6	0.8%
3	7	0.9%
4	11	1.4%
5	19	2.4%
6	19	2.4%
7	28	3.6%
8	32	4.1%
9	38	4.9%
10	37	4.8%

Value	Count	Frequency (%)
442	1	0.1%
281	1	0.1%
235	1	0.1%
222	1	0.1%
198	1	0.1%
195	1	0.1%
184	1	0.1%
183	2	0.3%
172	1	0.1%
167	1	0.1%

건축물
Real number (ℝ)

HIGH CORRELATION

Distinct	87
Distinct (%)	11.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.005155

Minimum	0
Maximum	219
Zeros	5
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	11
Q3	20
95-th percentile	56.25
Maximum	219
Range	219
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	22.657221
Coefficient of variation (CV)	1.2583741
Kurtosis	21.145462
Mean	18.005155
Median Absolute Deviation (MAD)	6
Skewness	3.8983767
Sum	13972
Variance	513.34965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	51	6.6%
7	45	5.8%
9	43	5.5%
4	41	5.3%
8	40	5.2%
5	38	4.9%
11	32	4.1%
10	32	4.1%
3	30	3.9%
12	30	3.9%
Other values (77)	394	50.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.6%
1	17	2.2%
2	27	3.5%
3	30	3.9%
4	41	5.3%
5	38	4.9%
6	51	6.6%
7	45	5.8%
8	40	5.2%
9	43	5.5%

Value	Count	Frequency (%)
219	1	0.1%
184	1	0.1%
176	1	0.1%
164	1	0.1%
146	1	0.1%
136	2	0.3%
115	1	0.1%
109	1	0.1%
108	1	0.1%
105	1	0.1%

현지업데이트
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	82
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.435567

Minimum	0
Maximum	217
Zeros	9
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	10.5
Q3	19
95-th percentile	56.25
Maximum	217
Range	217
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	22.580402
Coefficient of variation (CV)	1.295077
Kurtosis	21.119293
Mean	17.435567
Median Absolute Deviation (MAD)	5.5
Skewness	3.8927446
Sum	13530
Variance	509.87455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	52	6.7%
5	44	5.7%
9	43	5.5%
7	39	5.0%
8	37	4.8%
4	36	4.6%
3	35	4.5%
2	35	4.5%
10	34	4.4%
12	29	3.7%
Other values (72)	392	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	1.2%
1	24	3.1%
2	35	4.5%
3	35	4.5%
4	36	4.6%
5	44	5.7%
6	52	6.7%
7	39	5.0%
8	37	4.8%
9	43	5.5%

Value	Count	Frequency (%)
217	1	0.1%
184	1	0.1%
176	1	0.1%
164	1	0.1%
145	1	0.1%
135	1	0.1%
133	1	0.1%
115	1	0.1%
107	1	0.1%
106	1	0.1%

토지이용
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

0	760
1	11
2	3
4	1
6	1

Length

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

Unique

Unique	2 ?
Unique (%)	0.3%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	760	97.9%
1	11	1.4%
2	3	0.4%
4	1	0.1%
6	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	760	97.9%
1	11	1.4%
2	3	0.4%
4	1	0.1%
6	1	0.1%

Phik (φk)
Auto

Heatmap
Table

	시군구코드	사업지구일련번호	연계수	요청필지수	토지소유자정보	토지현황조사	건축물	현지업데이트	토지이용
시군구코드	1.000	0.335	0.155	0.142	0.155	0.165	0.235	0.230	0.000
사업지구일련번호	0.335	1.000	0.000	0.000	0.000	0.000	0.191	0.189	0.000
연계수	0.155	0.000	1.000	0.474	0.998	0.993	0.751	0.751	0.082
요청필지수	0.142	0.000	0.474	1.000	0.438	0.433	0.579	0.578	0.000
토지소유자정보	0.155	0.000	0.998	0.438	1.000	0.992	0.757	0.757	0.089
토지현황조사	0.165	0.000	0.993	0.433	0.992	1.000	0.831	0.831	0.129
건축물	0.235	0.191	0.751	0.579	0.757	0.831	1.000	1.000	0.312
현지업데이트	0.230	0.189	0.751	0.578	0.757	0.831	1.000	1.000	0.316
토지이용	0.000	0.000	0.082	0.000	0.089	0.129	0.312	0.316	1.000

Heatmap
Table

	시군구코드	사업지구일련번호	연계수	요청필지수	토지소유자정보	토지현황조사	건축물	현지업데이트	토지이용
시군구코드	1.000	-0.079	-0.142	-0.055	-0.128	-0.138	-0.124	-0.110	0.000
사업지구일련번호	-0.079	1.000	-0.156	-0.028	-0.153	-0.122	-0.103	-0.091	0.000
연계수	-0.142	-0.156	1.000	0.526	0.988	0.956	0.708	0.665	0.050
요청필지수	-0.055	-0.028	0.526	1.000	0.519	0.495	0.392	0.369	0.000
토지소유자정보	-0.128	-0.153	0.988	0.519	1.000	0.967	0.730	0.690	0.054
토지현황조사	-0.138	-0.122	0.956	0.495	0.967	1.000	0.771	0.729	0.079
건축물	-0.124	-0.103	0.708	0.392	0.730	0.771	1.000	0.972	0.134
현지업데이트	-0.110	-0.091	0.665	0.369	0.690	0.729	0.972	1.000	0.136
토지이용	0.000	0.000	0.050	0.000	0.054	0.079	0.134	0.136	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

	시군구코드	시군구명	사업지구일련번호	사업지구명	연계수	요청필지수	토지소유자정보	토지현황조사	건축물	현지업데이트	토지이용
0	11140	서울특별시 중구	7812	신당9-1지구	4	184	3	3	3	3	0
1	26110	부산광역시 중구	7422	영주동2지구	8	3870	8	8	6	6	0
2	26140	부산광역시 서구	8459	남부민1지구	8	1244	7	5	1	1	0
3	26170	부산광역시 동구	7616	수정2지구	20	3071	20	19	14	13	0
4	26200	부산광역시 영도구	7593	청학2지구	34	1533	29	29	20	18	0
5	26200	부산광역시 영도구	7594	청학3지구	31	1078	28	28	9	8	0
6	26230	부산광역시 부산진구	7495	당감1지구	13	1789	13	13	7	7	0
7	26230	부산광역시 부산진구	7494	당감2지구	12	1535	12	12	8	8	1
8	26260	부산광역시 동래구	8700	안락1지구	15	1950	11	10	12	9	0
9	26290	부산광역시 남구	7129	우암3지구	7	1134	7	7	6	6	0

	시군구코드	시군구명	사업지구일련번호	사업지구명	연계수	요청필지수	토지소유자정보	토지현황조사	건축물	현지업데이트
766	51810	강원특별자치도 인제군	8232	신남리5지구	16	1750	14	13	11	11
767	51810	강원특별자치도 인제군	8233	신남리8지구	18	2732	15	14	12	12
768	51810	강원특별자치도 인제군	8221	신남리9지구	15	1135	12	10	8	8
769	51810	강원특별자치도 인제군	8222	원통리21지구	9	631	8	7	6	6
770	51810	강원특별자치도 인제군	8223	원통리22지구	7	504	6	5	4	4
771	51810	강원특별자치도 인제군	8224	원통리23지구	11	1622	10	9	7	7
772	51810	강원특별자치도 인제군	8225	원통리24지구	17	4733	16	15	14	14
773	51820	강원특별자치도 고성군	8524	삼포1지구	30	4553	30	30	30	30
774	51820	강원특별자치도 고성군	8525	삼포2지구	13	2401	13	13	13	13
775	51830	강원특별자치도 양양군	7354	광진2지구	28	3452	28	19	6	5

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

None

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample