gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	2249
Missing cells	5492
Missing cells (%)	17.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	268.1 KiB
Average record size in memory	122.1 B

Variable types

Numeric	7
Categorical	3
Text	2
Unsupported	2

Dataset

Description	고유번호,녹지대ID,녹지대명,주소한글,녹지대분류,녹지대조성년도,녹지대면적,조경량,구명,구코드,생성일,사진파일명,X 좌표,Y 좌표
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-316/S/1/datasetView.do

Alerts

`녹지대ID` has constant value ""	Constant
`녹지대조성년도` is highly overall correlated with `녹지대분류` and 1 other fields	High correlation
`조경량` is highly overall correlated with `구코드` and 1 other fields	High correlation
`구코드` is highly overall correlated with `조경량` and 2 other fields	High correlation
`X 좌표` is highly overall correlated with `구명`	High correlation
`Y 좌표` is highly overall correlated with `조경량` and 2 other fields	High correlation
`녹지대분류` is highly overall correlated with `녹지대조성년도`	High correlation
`구명` is highly overall correlated with `녹지대조성년도` and 3 other fields	High correlation
`주소한글` has 981 (43.6%) missing values	Missing
`생성일` has 2249 (100.0%) missing values	Missing
`사진파일명` has 2249 (100.0%) missing values	Missing
`고유번호` has unique values	Unique
`생성일` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`사진파일명` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`녹지대조성년도` has 2162 (96.1%) zeros	Zeros
`녹지대면적` has 174 (7.7%) zeros	Zeros
`조경량` has 1719 (76.4%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 09:51:34.104677
Analysis finished	2023-12-11 09:51:42.180706
Duration	8.08 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

고유번호
Real number (ℝ)

UNIQUE

Distinct	2249
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1125

Minimum	1
Maximum	2249
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	1
5-th percentile	113.4
Q1	563
median	1125
Q3	1687
95-th percentile	2136.6
Maximum	2249
Range	2248
Interquartile range (IQR)	1124

Descriptive statistics

Standard deviation	649.3747
Coefficient of variation (CV)	0.57722195
Kurtosis	-1.2
Mean	1125
Median Absolute Deviation (MAD)	562
Skewness	0
Sum	2530125
Variance	421687.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
165	1	< 0.1%
1613	1	< 0.1%
1603	1	< 0.1%
1604	1	< 0.1%
1605	1	< 0.1%
1608	1	< 0.1%
1609	1	< 0.1%
1611	1	< 0.1%
1614	1	< 0.1%
1531	1	< 0.1%
Other values (2239)	2239	99.6%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
2249	1	< 0.1%
2248	1	< 0.1%
2247	1	< 0.1%
2246	1	< 0.1%
2245	1	< 0.1%
2244	1	< 0.1%
2243	1	< 0.1%
2242	1	< 0.1%
2241	1	< 0.1%
2240	1	< 0.1%

녹지대ID
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	17.7 KiB

0	2249

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
0	2249	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2249	100.0%

녹지대명
Text

Distinct	935
Distinct (%)	41.8%
Missing	11
Missing (%)	0.5%
Memory size	17.7 KiB

Length

Max length	16
Median length	12
Mean length	7.5214477
Min length	2

Characters and Unicode

Total characters	16833
Distinct characters	357
Distinct categories	10 ?
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	617 ?
Unique (%)	27.6%

Sample

1st row	합정로변 푸른거리
2nd row	마포구청내
3rd row	신도림역북측
4th row	원효녹지대
5th row	송정제방

Value	Count	Frequency (%)
녹지	120	4.0%
분리대	85	2.9%
녹지대	67	2.3%
올림픽로	55	1.8%
마을마당	50	1.7%
강동대로	44	1.5%
봉천복개로	39	1.3%
테헤란로분리대	37	1.2%
합정로변	32	1.1%
푸른거리	32	1.1%
Other values (1002)	2412	81.1%

Most occurring characters

Value	Count	Frequency (%)
대	1021	6.1%
지	824	4.9%
로	818	4.9%
	735	4.4%
녹	709	4.2%
동	596	3.5%
리	591	3.5%
마	304	1.8%
변	291	1.7%
분	271	1.6%
Other values (347)	10673	63.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	14656	87.1%
Space Separator	735	4.4%
Decimal Number	601	3.6%
Lowercase Letter	195	1.2%
Uppercase Letter	178	1.1%
Open Punctuation	147	0.9%
Dash Punctuation	126	0.7%
Close Punctuation	108	0.6%
Other Punctuation	82	0.5%
Math Symbol	5	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
대	1021	7.0%
지	824	5.6%
로	818	5.6%
녹	709	4.8%
동	596	4.1%
리	591	4.0%
마	304	2.1%
변	291	2.0%
분	271	1.8%
교	246	1.7%
Other values (317)	8985	61.3%

Decimal Number

Value	Count	Frequency (%)
1	145	24.1%
2	112	18.6%
3	73	12.1%
4	55	9.2%
6	49	8.2%
5	49	8.2%
9	35	5.8%
7	35	5.8%
0	25	4.2%
8	23	3.8%

Lowercase Letter

Value	Count	Frequency (%)
c	91	46.7%
i	87	44.6%
p	4	2.1%
b	3	1.5%
a	3	1.5%
t	3	1.5%
m	3	1.5%
j	1	0.5%

Uppercase Letter

Value	Count	Frequency (%)
C	86	48.3%
I	86	48.3%
A	2	1.1%
R	2	1.1%
L	1	0.6%
G	1	0.6%

Space Separator

Value	Count	Frequency (%)
	735	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	147	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	126	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	108	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	82	100.0%

Math Symbol

Value	Count	Frequency (%)
~	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	14656	87.1%
Common	1804	10.7%
Latin	373	2.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
대	1021	7.0%
지	824	5.6%
로	818	5.6%
녹	709	4.8%
동	596	4.1%
리	591	4.0%
마	304	2.1%
변	291	2.0%
분	271	1.8%
교	246	1.7%
Other values (317)	8985	61.3%

Common

Value	Count	Frequency (%)
	735	40.7%
(	147	8.1%
1	145	8.0%
-	126	7.0%
2	112	6.2%
)	108	6.0%
.	82	4.5%
3	73	4.0%
4	55	3.0%
6	49	2.7%
Other values (6)	172	9.5%

Latin

Value	Count	Frequency (%)
c	91	24.4%
i	87	23.3%
C	86	23.1%
I	86	23.1%
p	4	1.1%
b	3	0.8%
a	3	0.8%
t	3	0.8%
m	3	0.8%
A	2	0.5%
Other values (4)	5	1.3%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	14656	87.1%
ASCII	2177	12.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
대	1021	7.0%
지	824	5.6%
로	818	5.6%
녹	709	4.8%
동	596	4.1%
리	591	4.0%
마	304	2.1%
변	291	2.0%
분	271	1.8%
교	246	1.7%
Other values (317)	8985	61.3%

ASCII

Value	Count	Frequency (%)
	735	33.8%
(	147	6.8%
1	145	6.7%
-	126	5.8%
2	112	5.1%
)	108	5.0%
c	91	4.2%
i	87	4.0%
C	86	4.0%
I	86	4.0%
Other values (20)	454	20.9%

주소한글
Text

MISSING

Distinct	625
Distinct (%)	49.3%
Missing	981
Missing (%)	43.6%
Memory size	17.7 KiB

Length

Max length	18
Median length	13
Mean length	8.7736593
Min length	3

Characters and Unicode

Total characters	11125
Distinct characters	248
Distinct categories	10 ?
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	447 ?
Unique (%)	35.3%

Sample

1st row	2003.하반기 완공예정
2nd row	이촌동173-1일대
3rd row	송정제방
4th row	흑석동 269외 7필지
5th row	을지로1가R

Value	Count	Frequency (%)
2003.하반기	51	2.8%
완공예정	51	2.8%
신월동	33	1.8%
성내동485-둔촌동337-9	25	1.4%
염곡사거리~내곡동	25	1.4%
목동	21	1.1%
강남역~서초역	20	1.1%
1가	20	1.1%
중구	19	1.0%
태평로	19	1.0%
Other values (784)	1557	84.6%

Most occurring characters

Value	Count	Frequency (%)
동	1053	9.5%
1	690	6.2%
	573	5.2%
2	556	5.0%
-	521	4.7%
3	474	4.3%
4	397	3.6%
0	307	2.8%
5	297	2.7%
6	234	2.1%
Other values (238)	6023	54.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	6171	55.5%
Decimal Number	3583	32.2%
Space Separator	573	5.2%
Dash Punctuation	521	4.7%
Math Symbol	74	0.7%
Other Punctuation	51	0.5%
Open Punctuation	49	0.4%
Uppercase Letter	46	0.4%
Close Punctuation	29	0.3%
Lowercase Letter	28	0.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	1053	17.1%
로	167	2.7%
대	147	2.4%
지	144	2.3%
일	132	2.1%
가	122	2.0%
사	119	1.9%
리	118	1.9%
성	109	1.8%
신	94	1.5%
Other values (216)	3966	64.3%

Decimal Number

Value	Count	Frequency (%)
1	690	19.3%
2	556	15.5%
3	474	13.2%
4	397	11.1%
0	307	8.6%
5	297	8.3%
6	234	6.5%
8	233	6.5%
7	210	5.9%
9	185	5.2%

Uppercase Letter

Value	Count	Frequency (%)
R	28	60.9%
A	10	21.7%
I	4	8.7%
C	4	8.7%

Lowercase Letter

Value	Count	Frequency (%)
i	14	50.0%
c	14	50.0%

Space Separator

Value	Count	Frequency (%)
	573	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	521	100.0%

Math Symbol

Value	Count	Frequency (%)
~	74	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	51	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	49	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	6171	55.5%
Common	4880	43.9%
Latin	74	0.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	1053	17.1%
로	167	2.7%
대	147	2.4%
지	144	2.3%
일	132	2.1%
가	122	2.0%
사	119	1.9%
리	118	1.9%
성	109	1.8%
신	94	1.5%
Other values (216)	3966	64.3%

Common

Value	Count	Frequency (%)
1	690	14.1%
	573	11.7%
2	556	11.4%
-	521	10.7%
3	474	9.7%
4	397	8.1%
0	307	6.3%
5	297	6.1%
6	234	4.8%
8	233	4.8%
Other values (6)	598	12.3%

Latin

Value	Count	Frequency (%)
R	28	37.8%
i	14	18.9%
c	14	18.9%
A	10	13.5%
I	4	5.4%
C	4	5.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	6171	55.5%
ASCII	4954	44.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	1053	17.1%
로	167	2.7%
대	147	2.4%
지	144	2.3%
일	132	2.1%
가	122	2.0%
사	119	1.9%
리	118	1.9%
성	109	1.8%
신	94	1.5%
Other values (216)	3966	64.3%

ASCII

Value	Count	Frequency (%)
1	690	13.9%
	573	11.6%
2	556	11.2%
-	521	10.5%
3	474	9.6%
4	397	8.0%
0	307	6.2%
5	297	6.0%
6	234	4.7%
8	233	4.7%
Other values (12)	672	13.6%

녹지대분류
Categorical

HIGH CORRELATION

Distinct	45
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	17.7 KiB

광장녹지	473
도로변녹지	416
중앙분리대	172
<NA>	124
수벽	113
Other values (40)	951

Length

Max length	9
Median length	8
Mean length	4.2298799
Min length	2

Unique

Unique	10 ?
Unique (%)	0.4%

Sample

1st row	<NA>
2nd row	공공건물
3rd row	<NA>
4th row	도로변녹지
5th row	광장녹지

Common Values

Value	Count	Frequency (%)
광장녹지	473	21.0%
도로변녹지	416	18.5%
중앙분리대	172	7.6%
<NA>	124	5.5%
수벽	113	5.0%
간이휴게소	106	4.7%
수림대	103	4.6%
기타	103	4.6%
휴게소	68	3.0%
분리녹지대	54	2.4%
Other values (35)	517	23.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
광장녹지	473	20.6%
도로변녹지	416	18.1%
중앙분리대	172	7.5%
na	124	5.4%
수벽	113	4.9%
간이휴게소	106	4.6%
수림대	103	4.5%
기타	103	4.5%
휴게소	68	3.0%
분리녹지대	54	2.4%
Other values (36)	563	24.5%

녹지대조성년도
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.29213

Minimum	0
Maximum	2003
Zeros	2162
Zeros (%)	96.1%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2003
Range	2003
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	382.45861
Coefficient of variation (CV)	5.0130807
Kurtosis	21.240619
Mean	76.29213
Median Absolute Deviation (MAD)	0
Skewness	4.8187634
Sum	171581
Variance	146274.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0	2162	96.1%
1999	29	1.3%
1980	12	0.5%
1990	6	0.3%
1997	5	0.2%
1982	5	0.2%
2002	4	0.2%
1996	4	0.2%
2003	3	0.1%
1998	3	0.1%
Other values (8)	16	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2162	96.1%
107	1	< 0.1%
1980	12	0.5%
1982	5	0.2%
1987	3	0.1%
1990	6	0.3%
1991	3	0.1%
1993	1	< 0.1%
1994	1	< 0.1%
1995	2	0.1%

Value	Count	Frequency (%)
2003	3	0.1%
2002	4	0.2%
2001	2	0.1%
2000	3	0.1%
1999	29	1.3%
1998	3	0.1%
1997	5	0.2%
1996	4	0.2%
1995	2	0.1%
1994	1	< 0.1%

녹지대면적
Real number (ℝ)

ZEROS

Distinct	622
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7853.1285

Minimum	0
Maximum	249864
Zeros	174
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	300
median	1200
Q3	8253
95-th percentile	35815
Maximum	249864
Range	249864
Interquartile range (IQR)	7953

Descriptive statistics

Standard deviation	18099.578
Coefficient of variation (CV)	2.3047601
Kurtosis	73.338864
Mean	7853.1285
Median Absolute Deviation (MAD)	1136
Skewness	6.7110531
Sum	17661686
Variance	3.2759471 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	174	7.7%
9489	39	1.7%
8253	37	1.6%
200	35	1.6%
28907	34	1.5%
10363	28	1.2%
500	27	1.2%
892	26	1.2%
667	26	1.2%
24286	25	1.1%
Other values (612)	1798	79.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	174	7.7%
10	3	0.1%
11	1	< 0.1%
14	1	< 0.1%
15	3	0.1%
16	1	< 0.1%
17	1	< 0.1%
18	2	0.1%
19	1	< 0.1%
20	8	0.4%

Value	Count	Frequency (%)
249864	5	0.2%
104000	4	0.2%
98600	2	0.1%
77200	10	0.4%
72000	14	0.6%
64800	2	0.1%
59915	1	< 0.1%
57340	2	0.1%
56200	2	0.1%
55095	7	0.3%

조경량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	293
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2593.7434

Minimum	0
Maximum	303764
Zeros	1719
Zeros (%)	76.4%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5455.8
Maximum	303764
Range	303764
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20930.604
Coefficient of variation (CV)	8.0696507
Kurtosis	188.52183
Mean	2593.7434
Median Absolute Deviation (MAD)	0
Skewness	13.40143
Sum	5833329
Variance	4.3809017 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1719	76.4%
1624	13	0.6%
1212	12	0.5%
15109	12	0.5%
2743	10	0.4%
15500	10	0.4%
51802	10	0.4%
303764	10	0.4%
655	9	0.4%
5688	8	0.4%
Other values (283)	436	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1719	76.4%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
12	2	0.1%
15	2	0.1%
23	2	0.1%
25	1	< 0.1%

Value	Count	Frequency (%)
303764	10	0.4%
77869	1	< 0.1%
51802	10	0.4%
51331	4	0.2%
49995	3	0.1%
35000	4	0.2%
32851	5	0.2%
29287	2	0.1%
28060	1	< 0.1%
26876	4	0.2%

구명
Categorical

HIGH CORRELATION

Distinct	25
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	17.7 KiB

마포구	299
송파구	170
강동구	168
영등포구	135
관악구	132
Other values (20)	1345

Length

Max length	4
Median length	3
Mean length	3.0653624
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	마포구
2nd row	마포구
3rd row	영등포구
4th row	구로구
5th row	용산구

Common Values

Value	Count	Frequency (%)
마포구	299	13.3%
송파구	170	7.6%
강동구	168	7.5%
영등포구	135	6.0%
관악구	132	5.9%
성동구	125	5.6%
서초구	114	5.1%
강남구	113	5.0%
광진구	104	4.6%
중구	99	4.4%
Other values (15)	790	35.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
마포구	299	13.3%
송파구	170	7.6%
강동구	168	7.5%
영등포구	135	6.0%
관악구	132	5.9%
성동구	125	5.6%
서초구	114	5.1%
강남구	113	5.0%
광진구	104	4.6%
중구	99	4.4%
Other values (15)	790	35.1%

구코드
Real number (ℝ)

HIGH CORRELATION

Distinct	25
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	451.08493

Minimum	110
Maximum	740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	110
5-th percentile	140
Q1	260
median	440
Q3	650
95-th percentile	740
Maximum	740
Range	630
Interquartile range (IQR)	390

Descriptive statistics

Standard deviation	199.73576
Coefficient of variation (CV)	0.4427897
Kurtosis	-1.2931172
Mean	451.08493
Median Absolute Deviation (MAD)	180
Skewness	-0.13572698
Sum	1014490
Variance	39894.374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
440	299	13.3%
710	170	7.6%
740	168	7.5%
560	135	6.0%
620	132	5.9%
200	125	5.6%
650	114	5.1%
680	113	5.0%
210	104	4.6%
140	99	4.4%
Other values (15)	790	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	75	3.3%
140	99	4.4%
170	66	2.9%
200	125	5.6%
210	104	4.6%
230	86	3.8%
260	33	1.5%
290	72	3.2%
300	43	1.9%
320	37	1.6%

Value	Count	Frequency (%)
740	168	7.5%
710	170	7.6%
680	113	5.0%
650	114	5.1%
620	132	5.9%
590	30	1.3%
560	135	6.0%
540	27	1.2%
530	41	1.8%
500	76	3.4%

생성일
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2249
Missing (%)	100.0%
Memory size	19.9 KiB

사진파일명
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	2249
Missing (%)	100.0%
Memory size	19.9 KiB

X 좌표
Real number (ℝ)

HIGH CORRELATION

Distinct	2245
Distinct (%)	99.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	199757.45

Minimum	182052.99
Maximum	215314.69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	182052.99
5-th percentile	186949.85
Q1	193096.34
median	200279.8
Q3	206135.69
95-th percentile	211753.28
Maximum	215314.69
Range	33261.7
Interquartile range (IQR)	13039.354

Descriptive statistics

Standard deviation	7708.4083
Coefficient of variation (CV)	0.038588841
Kurtosis	-0.95669435
Mean	199757.45
Median Absolute Deviation (MAD)	6449.7275
Skewness	-0.10808935
Sum	4.4905474 × 10⁸
Variance	59419559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206476.949	2	0.1%
201341.09	2	0.1%
184589.483	2	0.1%
191555.193	1	< 0.1%
206860.723	1	< 0.1%
190196.178	1	< 0.1%
192653.724	1	< 0.1%
191049.708	1	< 0.1%
193566.631	1	< 0.1%
199727.882	1	< 0.1%
Other values (2235)	2235	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
182052.988	1	< 0.1%
182066.367	1	< 0.1%
182069.292	1	< 0.1%
182139.648	1	< 0.1%
182168.594	1	< 0.1%
182345.859	1	< 0.1%
182382.368	1	< 0.1%
182427.796	1	< 0.1%
182429.148	1	< 0.1%
182472.339	1	< 0.1%

Value	Count	Frequency (%)
215314.688	1	< 0.1%
215194.69	1	< 0.1%
215152.995	1	< 0.1%
215152.306	1	< 0.1%
214716.988	1	< 0.1%
214645.3	1	< 0.1%
214447.191	1	< 0.1%
214383.634	1	< 0.1%
214277.086	1	< 0.1%
214005.878	1	< 0.1%

Y 좌표
Real number (ℝ)

HIGH CORRELATION

Distinct	2245
Distinct (%)	99.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	449377.62

Minimum	439087.12
Maximum	465785.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	19.9 KiB

Quantile statistics

Minimum	439087.12
5-th percentile	441775.36
Q1	446011.42
median	449624.06
Q3	451880.5
95-th percentile	458323.95
Maximum	465785.12
Range	26698.001
Interquartile range (IQR)	5869.0813

Descriptive statistics

Standard deviation	4931.9213
Coefficient of variation (CV)	0.010975004
Kurtosis	0.39162326
Mean	449377.62
Median Absolute Deviation (MAD)	2893.3015
Skewness	0.46023543
Sum	1.0102009 × 10⁹
Variance	24323847
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
451095.264	2	0.1%
449979.049	2	0.1%
448459.141	2	0.1%
451439.591	1	< 0.1%
448245.323	1	< 0.1%
439939.105	1	< 0.1%
451151.553	1	< 0.1%
442282.494	1	< 0.1%
450797.293	1	< 0.1%
452941.589	1	< 0.1%
Other values (2235)	2235	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
439087.119	1	< 0.1%
439239.268	1	< 0.1%
439496.975	1	< 0.1%
439605.988	1	< 0.1%
439616.926	1	< 0.1%
439630.898	1	< 0.1%
439660.104	1	< 0.1%
439707.591	1	< 0.1%
439714.905	1	< 0.1%
439731.552	1	< 0.1%

Value	Count	Frequency (%)
465785.12	1	< 0.1%
465591.121	1	< 0.1%
465426.308	1	< 0.1%
465364.51	1	< 0.1%
465360.048	1	< 0.1%
465317.248	1	< 0.1%
465313.598	1	< 0.1%
465304.975	1	< 0.1%
465153.567	1	< 0.1%
465144.118	1	< 0.1%

Heatmap
Table

	고유번호	녹지대분류	녹지대조성년도	녹지대면적	조경량	구명	구코드	X 좌표	Y 좌표
고유번호	1.000	0.371	0.141	0.046	0.121	0.550	0.378	0.370	0.279
녹지대분류	0.371	1.000	0.693	0.448	0.767	0.929	0.835	0.723	0.769
녹지대조성년도	0.141	0.693	1.000	0.049	0.354	0.961	0.627	0.236	0.561
녹지대면적	0.046	0.448	0.049	1.000	0.695	0.530	0.312	0.327	0.264
조경량	0.121	0.767	0.354	0.695	1.000	0.603	0.391	0.180	0.377
구명	0.550	0.929	0.961	0.530	0.603	1.000	1.000	0.921	0.910
구코드	0.378	0.835	0.627	0.312	0.391	1.000	1.000	0.897	0.892
X 좌표	0.370	0.723	0.236	0.327	0.180	0.921	0.897	1.000	0.501
Y 좌표	0.279	0.769	0.561	0.264	0.377	0.910	0.892	0.501	1.000

Heatmap
Table

	구명	녹지대분류
구명	1.000	0.489
녹지대분류	0.489	1.000

Heatmap
Table

	고유번호	녹지대조성년도	녹지대면적	조경량	구코드	X 좌표	Y 좌표	녹지대분류	구명
고유번호	1.000	0.028	0.015	0.068	-0.004	0.047	0.018	0.135	0.226
녹지대조성년도	0.028	1.000	0.024	0.188	-0.064	-0.066	0.128	0.557	0.926
녹지대면적	0.015	0.024	1.000	-0.141	0.250	-0.116	-0.292	0.208	0.268
조경량	0.068	0.188	-0.141	1.000	-0.535	0.094	0.679	0.471	0.363
구코드	-0.004	-0.064	0.250	-0.535	1.000	0.198	-0.644	0.467	0.997
X 좌표	0.047	-0.066	-0.116	0.094	0.198	1.000	-0.049	0.340	0.641
Y 좌표	0.018	0.128	-0.292	0.679	-0.644	-0.049	1.000	0.385	0.617
녹지대분류	0.135	0.557	0.208	0.471	0.467	0.340	0.385	1.000	0.489
구명	0.226	0.926	0.268	0.363	0.997	0.641	0.617	0.489	1.000

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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	고유번호	녹지대명	주소한글	녹지대분류	녹지대면적	조경량	구명	구코드	생성일	사진파일명	X 좌표	Y 좌표
0	165	합정로변 푸른거리	2003.하반기 완공예정	<NA>	0	0	마포구	440	<NA>	<NA>	191555.193	451439.591
1	169	마포구청내	<NA>	공공건물	1925	0	마포구	440	<NA>	<NA>	191914.811	451615.256
2	176	<NA>	<NA>	<NA>	0	0	영등포구	560	<NA>	<NA>	194069.346	446711.708
3	179	신도림역북측	<NA>	도로변녹지	1200	0	구로구	530	<NA>	<NA>	190312.611	445597.231
4	181	원효녹지대	이촌동173-1일대	광장녹지	19192	0	용산구	170	<NA>	<NA>	195799.583	447931.742
5	188	송정제방	송정제방	수림대	17987	0	성동구	200	<NA>	<NA>	204283.587	450223.432
6	200	성산대교I.C	<NA>	광장녹지	35544	0	마포구	440	<NA>	<NA>	190914.051	450616.148
7	202	구청앞사거리	<NA>	도로변녹지	304	0	구로구	530	<NA>	<NA>	190139.285	443981.64
8	203	흑석2구역녹지	흑석동 269외 7필지	경관녹지	292	0	동작구	590	<NA>	<NA>	197053.125	445089.091
9	115	을지로입구녹지대	을지로1가R	광장녹지	1487	3316	중구	140	<NA>	<NA>	198504.522	451862.643

	고유번호	녹지대명	주소한글	녹지대분류	녹지대면적	조경량	구명	구코드	생성일	사진파일명	X 좌표	Y 좌표
2239	1356	자유로변녹지대	성산대교-고양시계(난지도)	도로변녹지	57340	0	마포구	440	<NA>	<NA>	188795.426	452410.872
2240	1631	탄천제방수림대	<NA>	수림대	72000	0	송파구	710	<NA>	<NA>	209674.324	443288.197
2241	1652	봉천복개로	<NA>	노변분리	9489	0	관악구	620	<NA>	<NA>	194256.819	442973.842
2242	1691	올림픽로 분리대	<NA>	중앙분리대	28907	0	송파구	710	<NA>	<NA>	207884.793	445792.035
2243	1708	신답육교녹지대	답십리5동 465번지 앞	광장녹지	1529	4256	동대문구	230	<NA>	<NA>	204429.818	452400.236
2244	1712	마을마당	미아6동1268-317	휴게소	360	600	강북구	300	<NA>	<NA>	201869.637	457044.34
2245	1884	공릉동 543	<NA>	녹지량확충및향토	700	4296	노원구	350	<NA>	<NA>	206284.279	458100.926
2246	1801	푸른거리(홍대입구-성모병	<NA>	도로변녹지	667	0	마포구	440	<NA>	<NA>	192890.259	450838.993
2247	1952	송파대로 분리대	<NA>	노변분리대	2566	0	송파구	710	<NA>	<NA>	209920.554	444524.106
2248	2168	반포로변	서빙고동 310번지	도로변녹지	3131	0	용산구	170	<NA>	<NA>	199251.355	447783.345

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Lowercase Letter

Uppercase Letter

Space Separator

Open Punctuation

Dash Punctuation

Close Punctuation

Other Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Lowercase Letter

Space Separator

Dash Punctuation

Math Symbol

Other Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values

Length

Interactions

Correlations

Missing values

Sample