Overview

Dataset statistics

Number of variables3
Number of observations5570
Missing cells0
Missing cells (%)0.0%
Duplicate rows6
Duplicate rows (%)0.1%
Total size in memory141.6 KiB
Average record size in memory26.0 B

Variable types

Categorical1
Numeric2

Dataset

Description2016년 거주자우선주차장 위치 좌표
Author광진구시설관리공단
URLhttps://www.data.go.kr/data/15044585/fileData.do

Alerts

Dataset has 6 (0.1%) duplicate rowsDuplicates
X좌표 is highly overall correlated with Y좌표 and 1 other fieldsHigh correlation
Y좌표 is highly overall correlated with X좌표 and 1 other fieldsHigh correlation
동 is highly overall correlated with X좌표 and 1 other fieldsHigh correlation
X좌표 has 715 (12.8%) zerosZeros
Y좌표 has 713 (12.8%) zerosZeros

Reproduction

Analysis started2023-12-12 19:53:39.216605
Analysis finished2023-12-12 19:53:39.844203
Duration0.63 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

동
Categorical

HIGH CORRELATION 

Distinct16
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size43.6 KiB
중곡제4동
907 
중곡제3동
638 
자양제2동
486 
구의제1동
471 
구의제3동
465 
Other values (11)
2603 

Length

Max length8
Median length5
Mean length4.8041293
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
중곡제4동 907
16.3%
중곡제3동 638
11.5%
자양제2동 486
8.7%
구의제1동 471
8.5%
구의제3동 465
8.3%
구의제2동 441
7.9%
중곡제2동 390
7.0%
자양제3동 345
 
6.2%
광장동 340
 
6.1%
중곡제1동 293
 
5.3%
Other values (6) 794
14.3%

Length

2023-12-13T04:53:39.925476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
중곡제4동 907
16.3%
중곡제3동 638
11.5%
자양제2동 486
8.7%
구의제1동 471
8.5%
구의제3동 465
8.3%
구의제2동 441
7.9%
중곡제2동 390
7.0%
자양제3동 345
 
6.2%
광장동 340
 
6.1%
중곡제1동 293
 
5.3%
Other values (6) 794
14.3%

X좌표
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct4736
Distinct (%)85.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean180523.99
Minimum-5.924051
Maximum209759.43
Zeros715
Zeros (%)12.8%
Negative6
Negative (%)0.1%
Memory size49.1 KiB
2023-12-13T04:53:40.083891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-5.924051
5-th percentile0
Q1206314.12
median207306.41
Q3207829.1
95-th percentile208534.79
Maximum209759.43
Range209765.36
Interquartile range (IQR)1514.9733

Descriptive statistics

Standard deviation69621.676
Coefficient of variation (CV)0.3856644
Kurtosis2.876283
Mean180523.99
Median Absolute Deviation (MAD)668.95465
Skewness-2.2077287
Sum1.0055186 × 109
Variance4.8471778 × 109
MonotonicityNot monotonic
2023-12-13T04:53:40.247182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 715
 
12.8%
206404.8602 4
 
0.1%
206994.2333 3
 
0.1%
206304.2625 3
 
0.1%
207298.9408 3
 
0.1%
206404.7368 3
 
0.1%
208342.9316 3
 
0.1%
207809.2547 3
 
0.1%
207809.3458 3
 
0.1%
207396.365 3
 
0.1%
Other values (4726) 4827
86.7%
ValueCountFrequency (%)
-5.924051 1
 
< 0.1%
-4.78481 1
 
< 0.1%
-3.721519 1
 
< 0.1%
-2.734177 1
 
< 0.1%
-2.35443 1
 
< 0.1%
-1.443038 1
 
< 0.1%
0.0 715
12.8%
205276.684 1
 
< 0.1%
205289.9697 1
 
< 0.1%
205323.1088 1
 
< 0.1%
ValueCountFrequency (%)
209759.4336 1
< 0.1%
209756.9952 1
< 0.1%
209754.5568 1
< 0.1%
209752.1183 1
< 0.1%
209749.0732 1
< 0.1%
209746.9875 1
< 0.1%
209743.8125 1
< 0.1%
209739.6907 1
< 0.1%
209732.8808 1
< 0.1%
209730.0055 1
< 0.1%

Y좌표
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct4754
Distinct (%)85.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean391561.45
Minimum-2.620253
Maximum452140.68
Zeros713
Zeros (%)12.8%
Negative4
Negative (%)0.1%
Memory size49.1 KiB
2023-12-13T04:53:40.380562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum-2.620253
5-th percentile0
Q1447811.15
median449525.15
Q3450820.72
95-th percentile451880.48
Maximum452140.68
Range452143.3
Interquartile range (IQR)3009.5736

Descriptive statistics

Standard deviation151007.14
Coefficient of variation (CV)0.38565375
Kurtosis2.8768787
Mean391561.45
Median Absolute Deviation (MAD)1442.061
Skewness-2.2079742
Sum2.1809973 × 109
Variance2.2803157 × 1010
MonotonicityNot monotonic
2023-12-13T04:53:40.518387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 713
 
12.8%
451845.8623 5
 
0.1%
450796.0482 4
 
0.1%
451985.6568 4
 
0.1%
451993.3581 4
 
0.1%
451988.391 4
 
0.1%
450704.7097 3
 
0.1%
451984.2593 3
 
0.1%
451991.5353 3
 
0.1%
450795.8963 3
 
0.1%
Other values (4744) 4824
86.6%
ValueCountFrequency (%)
-2.620253 1
 
< 0.1%
-1.481013 1
 
< 0.1%
-1.025316 1
 
< 0.1%
-0.721519 1
 
< 0.1%
0.0 713
12.8%
0.189873 1
 
< 0.1%
0.417722 1
 
< 0.1%
2.848101 1
 
< 0.1%
10.0 1
 
< 0.1%
447274.0551 1
 
< 0.1%
ValueCountFrequency (%)
452140.6751 1
< 0.1%
452127.6207 1
< 0.1%
452111.1666 1
< 0.1%
452101.4253 1
< 0.1%
452090.6331 1
< 0.1%
452090.0892 1
< 0.1%
452088.4573 1
< 0.1%
452087.6414 1
< 0.1%
452087.0975 1
< 0.1%
452084.7858 2
< 0.1%

Interactions

2023-12-13T04:53:39.545527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:53:39.372233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:53:39.627872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T04:53:39.463232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T04:53:40.603351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
동X좌표Y좌표
동1.0000.6640.664
X좌표0.6641.0001.000
Y좌표0.6641.0001.000
2023-12-13T04:53:40.690854image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
X좌표Y좌표동
X좌표1.0000.5070.529
Y좌표0.5071.0000.529
동0.5290.5291.000

Missing values

2023-12-13T04:53:39.736252image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T04:53:39.810673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

동X좌표Y좌표
0광장동209255.0673449598.8388
1광장동209255.8637449596.7149
2광장동209256.9257449595.0335
3광장동209257.9876449593.0866
4광장동209259.0496449591.3167
5광장동209259.7575449589.5468
6광장동209260.731449587.8654
7광장동208964.8095449462.6075
8광장동208962.4202449457.6518
9광장동208930.2927449489.0958
동X좌표Y좌표
5560중곡제4동207808.9812451788.4817
5561중곡제4동207808.9053451791.2842
5562중곡제4동207721.0473451757.7217
5563중곡제4동207721.6143451760.9345
5564중곡제4동207721.9922451764.5252
5565중곡제4동207722.5592451767.549
5566중곡제4동207722.7482451770.9508
5567중곡제4동207723.3151451774.5415
5568중곡제4동207723.8821451778.3212
5569중곡제4동207724.638451781.534

Duplicate rows

Most frequently occurring

동X좌표Y좌표# duplicates
1구의제1동0.00.0244
3구의제3동0.00.0224
4중곡제3동0.00.0103
0광장동0.00.065
2구의제2동0.00.040
5중곡제4동0.00.037