Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 10000 |
Missing cells (%) | 20.0% |
Duplicate rows | 230 |
Duplicate rows (%) | 2.3% |
Total size in memory | 517.6 KiB |
Average record size in memory | 53.0 B |
Variable types
Numeric | 4 |
---|---|
Unsupported | 1 |
Dataset
Description | 경기도_BMS GIS 정보(링크) |
---|---|
Author | 경기도 |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=0D8A2BOPOWTDKNK5FWBS33151874&infSeq=1 |
Dataset has 230 (2.3%) duplicate rows | Duplicates |
시작노드아이디 is highly overall correlated with 링크아이디 and 1 other fields | High correlation |
링크아이디 is highly overall correlated with 시작노드아이디 and 1 other fields | High correlation |
종점노드아이디 is highly overall correlated with 시작노드아이디 and 1 other fields | High correlation |
도로명 has 10000 (100.0%) missing values | Missing |
도로명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-10 21:09:04.699141 |
---|---|
Analysis finished | 2023-12-10 21:09:06.775268 |
Duration | 2.08 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시작노드아이디
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8703 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.216906 × 109 |
Minimum | 1.0000002 × 109 |
---|---|
Maximum | 3.9700005 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1.0000002 × 109 |
---|---|
5-th percentile | 1.1600006 × 109 |
Q1 | 2.110007 × 109 |
median | 2.2401006 × 109 |
Q3 | 2.360027 × 109 |
95-th percentile | 3.0700466 × 109 |
Maximum | 3.9700005 × 109 |
Range | 2.9700003 × 109 |
Interquartile range (IQR) | 2.5002008 × 108 |
Descriptive statistics
Standard deviation | 4.9856451 × 108 |
---|---|
Coefficient of variation (CV) | 0.22489204 |
Kurtosis | 2.146233 |
Mean | 2.216906 × 109 |
Median Absolute Deviation (MAD) | 1.1997115 × 108 |
Skewness | 0.047261728 |
Sum | 2.216906 × 1013 |
Variance | 2.4856657 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2160033700 | 5 | 0.1% |
2160023300 | 4 | < 0.1% |
1020011600 | 4 | < 0.1% |
1090005200 | 4 | < 0.1% |
2030015400 | 4 | < 0.1% |
2140093700 | 4 | < 0.1% |
2030016800 | 4 | < 0.1% |
2270006700 | 4 | < 0.1% |
2240075200 | 4 | < 0.1% |
2070034000 | 4 | < 0.1% |
Other values (8693) | 9959 |
Value | Count | Frequency (%) |
1000000200 | 1 | |
1000000300 | 1 | |
1000000400 | 1 | |
1000000700 | 1 | |
1000001200 | 1 | |
1000001800 | 1 | |
1000002800 | 1 | |
1000004000 | 1 | |
1000005300 | 2 | |
1000005400 | 1 |
Value | Count | Frequency (%) |
3970000500 | 1 | |
3970000400 | 1 | |
3970000100 | 1 | |
3950001400 | 1 | |
3950001200 | 1 | |
3950001001 | 1 | |
3940000900 | 1 | |
3930000101 | 1 | |
3920002400 | 1 | |
3920001700 | 1 |
링크거리
Real number (ℝ)
Distinct | 9165 |
---|---|
Distinct (%) | 91.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 660.06878 |
Minimum | 0 |
---|---|
Maximum | 59426.22 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 60.9475 |
Q1 | 157.2325 |
median | 294.06 |
Q3 | 562.5775 |
95-th percentile | 2270.021 |
Maximum | 59426.22 |
Range | 59426.22 |
Interquartile range (IQR) | 405.345 |
Descriptive statistics
Standard deviation | 1581.5981 |
---|---|
Coefficient of variation (CV) | 2.3961111 |
Kurtosis | 278.82767 |
Mean | 660.06878 |
Median Absolute Deviation (MAD) | 167.955 |
Skewness | 12.091326 |
Sum | 6600687.8 |
Variance | 2501452.5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
292.59 | 4 | < 0.1% |
127.81 | 4 | < 0.1% |
247.92 | 4 | < 0.1% |
219.59 | 4 | < 0.1% |
115.73 | 3 | < 0.1% |
98.49 | 3 | < 0.1% |
162.35 | 3 | < 0.1% |
45.14 | 3 | < 0.1% |
269.28 | 3 | < 0.1% |
122.27 | 3 | < 0.1% |
Other values (9155) | 9966 |
Value | Count | Frequency (%) |
0.0 | 1 | |
8.79 | 1 | |
13.15 | 1 | |
13.39 | 1 | |
13.52 | 1 | |
15.62 | 1 | |
16.42 | 1 | |
16.63 | 1 | |
17.56 | 1 | |
17.9 | 1 |
Value | Count | Frequency (%) |
59426.22 | 1 | |
36610.3 | 1 | |
30849.29 | 1 | |
30593.61 | 1 | |
23813.07 | 1 | |
23751.76 | 1 | |
19771.01 | 1 | |
19365.02 | 1 | |
18742.95 | 1 | |
17733.28 | 1 |
링크아이디
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9770 |
---|---|
Distinct (%) | 97.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.2167236 × 109 |
Minimum | 1.0000056 × 109 |
---|---|
Maximum | 3.9700006 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1.0000056 × 109 |
---|---|
5-th percentile | 1.160004 × 109 |
Q1 | 2.1100242 × 109 |
median | 2.2402718 × 109 |
Q3 | 2.3600434 × 109 |
95-th percentile | 3.0701314 × 109 |
Maximum | 3.9700006 × 109 |
Range | 2.969995 × 109 |
Interquartile range (IQR) | 2.5001922 × 108 |
Descriptive statistics
Standard deviation | 4.982746 × 108 |
---|---|
Coefficient of variation (CV) | 0.22477976 |
Kurtosis | 2.1316995 |
Mean | 2.2167236 × 109 |
Median Absolute Deviation (MAD) | 1.198846 × 108 |
Skewness | 0.04153746 |
Sum | 2.2167236 × 1013 |
Variance | 2.4827758 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2240019000 | 2 | < 0.1% |
1630017700 | 2 | < 0.1% |
2370038400 | 2 | < 0.1% |
2400162400 | 2 | < 0.1% |
2370048300 | 2 | < 0.1% |
2030008000 | 2 | < 0.1% |
2080014400 | 2 | < 0.1% |
2330145000 | 2 | < 0.1% |
2370178900 | 2 | < 0.1% |
2340101800 | 2 | < 0.1% |
Other values (9760) | 9980 |
Value | Count | Frequency (%) |
1000005600 | 1 | |
1000006800 | 1 | |
1000007600 | 1 | |
1000007700 | 1 | |
1000008500 | 1 | |
1000010000 | 1 | |
1000010600 | 1 | |
1000011700 | 1 | |
1000013300 | 2 | |
1000013700 | 1 |
Value | Count | Frequency (%) |
3970000600 | 1 | |
3970000300 | 1 | |
3970000200 | 1 | |
3950002600 | 1 | |
3950000201 | 1 | |
3930000201 | 1 | |
3920003100 | 1 | |
3920002200 | 1 | |
3910004700 | 1 | |
3910004500 | 1 |
도로명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 10000 |
---|---|
Missing (%) | 100.0% |
Memory size | 166.0 KiB |
종점노드아이디
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8673 |
---|---|
Distinct (%) | 86.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.2158872 × 109 |
Minimum | 1.0000009 × 109 |
---|---|
Maximum | 3.970001 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1.0000009 × 109 |
---|---|
5-th percentile | 1.1600016 × 109 |
Q1 | 2.1100111 × 109 |
median | 2.240101 × 109 |
Q3 | 2.3600178 × 109 |
95-th percentile | 3.0700421 × 109 |
Maximum | 3.970001 × 109 |
Range | 2.9700001 × 109 |
Interquartile range (IQR) | 2.5000672 × 108 |
Descriptive statistics
Standard deviation | 4.9903793 × 108 |
---|---|
Coefficient of variation (CV) | 0.22520908 |
Kurtosis | 2.1303501 |
Mean | 2.2158872 × 109 |
Median Absolute Deviation (MAD) | 1.199585 × 108 |
Skewness | 0.040229969 |
Sum | 2.2158872 × 1013 |
Variance | 2.4903885 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2310018100 | 5 | 0.1% |
2230017200 | 4 | < 0.1% |
2050011700 | 3 | < 0.1% |
2140069900 | 3 | < 0.1% |
2330004500 | 3 | < 0.1% |
1110003100 | 3 | < 0.1% |
2160025300 | 3 | < 0.1% |
1630004000 | 3 | < 0.1% |
1650011400 | 3 | < 0.1% |
2720007400 | 3 | < 0.1% |
Other values (8663) | 9967 |
Value | Count | Frequency (%) |
1000000900 | 1 | |
1000001500 | 1 | |
1000002300 | 1 | |
1000002400 | 2 | |
1000002500 | 1 | |
1000002700 | 2 | |
1000003900 | 1 | |
1000004100 | 1 | |
1000004400 | 1 | |
1000004600 | 1 |
Value | Count | Frequency (%) |
3970001000 | 1 | |
3970000900 | 1 | |
3970000400 | 1 | |
3950003800 | 1 | |
3950002500 | 1 | |
3950001101 | 1 | |
3940001000 | 1 | |
3940000300 | 1 | |
3930000201 | 1 | |
3920001400 | 1 |
시작노드아이디 | 링크거리 | 링크아이디 | 종점노드아이디 | |
---|---|---|---|---|
시작노드아이디 | 1.000 | 0.266 | 1.000 | 1.000 |
링크거리 | 0.266 | 1.000 | 0.265 | 0.230 |
링크아이디 | 1.000 | 0.265 | 1.000 | 1.000 |
종점노드아이디 | 1.000 | 0.230 | 1.000 | 1.000 |
시작노드아이디 | 링크거리 | 링크아이디 | 종점노드아이디 | |
---|---|---|---|---|
시작노드아이디 | 1.000 | 0.194 | 0.985 | 0.981 |
링크거리 | 0.194 | 1.000 | 0.194 | 0.192 |
링크아이디 | 0.985 | 0.194 | 1.000 | 0.985 |
종점노드아이디 | 0.981 | 0.192 | 0.985 | 1.000 |
시작노드아이디 | 링크거리 | 링크아이디 | 도로명 | 종점노드아이디 | |
---|---|---|---|---|---|
29864 | 2340048500 | 5869.69 | 2300096300 | <NA> | 2300008700 |
54122 | 2330024200 | 950.16 | 2330416000 | <NA> | 2330163500 |
9913 | 1160011200 | 438.45 | 1160027700 | <NA> | 1160012300 |
44864 | 3640008200 | 826.28 | 3640019400 | <NA> | 3640010100 |
91482 | 2160007500 | 168.62 | 2160053900 | <NA> | 2160006000 |
90221 | 2310027300 | 423.26 | 2310096600 | <NA> | 2310027200 |
33642 | 2220035000 | 348.86 | 2220101600 | <NA> | 2220099900 |
60888 | 2350007600 | 127.86 | 2350052200 | <NA> | 2350007700 |
92304 | 2520041600 | 136.18 | 2520013100 | <NA> | 2520041700 |
95043 | 3700000301 | 42.1 | 3700005100 | <NA> | 3700002300 |
시작노드아이디 | 링크거리 | 링크아이디 | 도로명 | 종점노드아이디 | |
---|---|---|---|---|---|
96879 | 1180009800 | 406.97 | 1180007200 | <NA> | 1180008600 |
39931 | 1070007600 | 438.1 | 1070020600 | <NA> | 1070007500 |
15743 | 2250009200 | 357.46 | 2250035600 | <NA> | 2250012500 |
71103 | 2330055700 | 592.98 | 2330058400 | <NA> | 2330055800 |
42402 | 2070013700 | 30.9 | 2070023800 | <NA> | 2070047100 |
43443 | 1610002000 | 303.19 | 1610004400 | <NA> | 1610001900 |
81770 | 1170001000 | 231.28 | 1170007200 | <NA> | 1170001100 |
35354 | 2310025600 | 550.24 | 2310094400 | <NA> | 2310070400 |
60223 | 2230037800 | 158.5 | 2230103200 | <NA> | 2230028300 |
52885 | 2180050600 | 170.65 | 2180135300 | <NA> | 2180055500 |
Most frequently occurring
시작노드아이디 | 링크거리 | 링크아이디 | 종점노드아이디 | # duplicates | |
---|---|---|---|---|---|
0 | 1010002800 | 313.24 | 1010006800 | 1010002900 | 2 |
1 | 1010003800 | 241.25 | 1010005600 | 1010003900 | 2 |
2 | 1010004000 | 291.93 | 1000013300 | 1000002400 | 2 |
3 | 1020011600 | 374.61 | 1020004000 | 1020012200 | 2 |
4 | 1090005200 | 595.61 | 1090005700 | 1090001800 | 2 |
5 | 1090005900 | 88.6 | 1090010500 | 1090006100 | 2 |
6 | 1100000200 | 264.22 | 1100013500 | 1100003700 | 2 |
7 | 1110004200 | 296.55 | 1110009500 | 1110003100 | 2 |
8 | 1180010900 | 159.76 | 1180032800 | 1180011000 | 2 |
9 | 1180014900 | 503.02 | 1180010300 | 1180013700 | 2 |