Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 419.9 KiB |
Average record size in memory | 43.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 대구시 시내의 가로등에 대한 위치 및 가로등 현황 공개 |
---|---|
Author | 대구시설공단 |
URL | https://www.data.go.kr/data/3055368/fileData.do |
Reproduction
Analysis started | 2023-12-12 07:03:46.381687 |
---|---|
Analysis finished | 2023-12-12 07:03:48.147174 |
Duration | 1.77 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
가로등번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9000 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5418311.8 |
Minimum | 1001001 |
---|---|
Maximum | 8613001 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1001001 |
---|---|
5-th percentile | 2064011.8 |
Q1 | 3129001 |
median | 5429011 |
Q3 | 7247009.2 |
95-th percentile | 8379008.3 |
Maximum | 8613001 |
Range | 7612000 |
Interquartile range (IQR) | 4118008.2 |
Descriptive statistics
Standard deviation | 2222216.6 |
---|---|
Coefficient of variation (CV) | 0.41013081 |
Kurtosis | -1.1186004 |
Mean | 5418311.8 |
Median Absolute Deviation (MAD) | 1874500 |
Skewness | -0.36401875 |
Sum | 5.4183118 × 1010 |
Variance | 4.9382467 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6261001 | 66 | 0.7% |
6382001 | 64 | 0.6% |
6248010 | 49 | 0.5% |
5303017 | 46 | 0.5% |
6382002 | 40 | 0.4% |
2228001 | 38 | 0.4% |
2350029 | 36 | 0.4% |
5406001 | 34 | 0.3% |
3166001 | 28 | 0.3% |
8452001 | 28 | 0.3% |
Other values (8990) | 9571 |
Value | Count | Frequency (%) |
1001001 | 1 | |
1001002 | 1 | |
1001012 | 1 | |
1001013 | 1 | |
1002002 | 1 | |
1002005 | 1 | |
1002009 | 1 | |
1002012 | 1 | |
1002014 | 1 | |
1003006 | 1 |
Value | Count | Frequency (%) |
8613001 | 1 | |
8501014 | 1 | |
8501013 | 1 | |
8501010 | 1 | |
8501007 | 1 | |
8501006 | 1 | |
8501005 | 1 | |
8500062 | 1 | |
8500043 | 1 | |
8500017 | 1 |
관할구청
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
북구 | |
---|---|
달서구 | |
달성군 | |
동구 | |
수성구 | |
Other values (3) |
Length
Max length | 3 |
---|---|
Median length | 2 |
Mean length | 2.4976 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 북구 |
---|---|
2nd row | 북구 |
3rd row | 달성군 |
4th row | 북구 |
5th row | 달서구 |
Common Values
Value | Count | Frequency (%) |
북구 | 1856 | |
달서구 | 1832 | |
달성군 | 1708 | |
동구 | 1702 | |
수성구 | 1436 | |
서구 | 649 | 6.5% |
남구 | 451 | 4.5% |
중구 | 366 | 3.7% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
북구 | 1856 | |
달서구 | 1832 | |
달성군 | 1708 | |
동구 | 1702 | |
수성구 | 1436 | |
서구 | 649 | 6.5% |
남구 | 451 | 4.5% |
중구 | 366 | 3.7% |
위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9996 |
---|---|
Distinct (%) | > 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35.850866 |
Minimum | 35.629171 |
---|---|
Maximum | 35.996598 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 35.629171 |
---|---|
5-th percentile | 35.689352 |
Q1 | 35.832926 |
median | 35.86234 |
Q3 | 35.884972 |
95-th percentile | 35.942263 |
Maximum | 35.996598 |
Range | 0.36742716 |
Interquartile range (IQR) | 0.052045855 |
Descriptive statistics
Standard deviation | 0.06699399 |
---|---|
Coefficient of variation (CV) | 0.0018686854 |
Kurtosis | 2.1195793 |
Mean | 35.850866 |
Median Absolute Deviation (MAD) | 0.02679063 |
Skewness | -1.3491686 |
Sum | 358508.66 |
Variance | 0.0044881947 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.87537336 | 2 | < 0.1% |
35.87867499 | 2 | < 0.1% |
35.84090979 | 2 | < 0.1% |
35.85865563 | 2 | < 0.1% |
35.83851825 | 1 | < 0.1% |
35.88235394 | 1 | < 0.1% |
35.86146068 | 1 | < 0.1% |
35.88106255 | 1 | < 0.1% |
35.87218698 | 1 | < 0.1% |
35.78218182 | 1 | < 0.1% |
Other values (9986) | 9986 |
Value | Count | Frequency (%) |
35.62917051 | 1 | |
35.62920301 | 1 | |
35.62921141 | 1 | |
35.62936887 | 1 | |
35.62938564 | 1 | |
35.62939174 | 1 | |
35.62939787 | 1 | |
35.62941623 | 1 | |
35.62942117 | 1 | |
35.62943458 | 1 |
Value | Count | Frequency (%) |
35.99659767 | 1 | |
35.9955412 | 1 | |
35.99485047 | 1 | |
35.99447417 | 1 | |
35.99267326 | 1 | |
35.99183477 | 1 | |
35.99062045 | 1 | |
35.98906341 | 1 | |
35.98745395 | 1 | |
35.98632407 | 1 |
경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9968 |
---|---|
Distinct (%) | 99.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.57489 |
Minimum | 128.40705 |
---|---|
Maximum | 128.75728 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 128.40705 |
---|---|
5-th percentile | 128.45154 |
Q1 | 128.52087 |
median | 128.57286 |
Q3 | 128.63276 |
95-th percentile | 128.71037 |
Maximum | 128.75728 |
Range | 0.3502354 |
Interquartile range (IQR) | 0.11188815 |
Descriptive statistics
Standard deviation | 0.078136667 |
---|---|
Coefficient of variation (CV) | 0.00060771326 |
Kurtosis | -0.67716433 |
Mean | 128.57489 |
Median Absolute Deviation (MAD) | 0.0555683 |
Skewness | 0.06222056 |
Sum | 1285748.9 |
Variance | 0.0061053387 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.4175151 | 2 | < 0.1% |
128.477916 | 2 | < 0.1% |
128.6169011 | 2 | < 0.1% |
128.5263801 | 2 | < 0.1% |
128.5740259 | 2 | < 0.1% |
128.5285227 | 2 | < 0.1% |
128.524234 | 2 | < 0.1% |
128.5990702 | 2 | < 0.1% |
128.509661 | 2 | < 0.1% |
128.4902981 | 2 | < 0.1% |
Other values (9958) | 9980 |
Value | Count | Frequency (%) |
128.4070494 | 1 | |
128.4074944 | 1 | |
128.4079352 | 1 | |
128.4081585 | 1 | |
128.4084118 | 1 | |
128.4084529 | 1 | |
128.4085972 | 1 | |
128.4087425 | 1 | |
128.4088776 | 1 | |
128.4090564 | 1 |
Value | Count | Frequency (%) |
128.7572848 | 1 | |
128.7566019 | 1 | |
128.7562249 | 1 | |
128.755909 | 1 | |
128.7556316 | 1 | |
128.754 | 1 | |
128.7539368 | 1 | |
128.7537603 | 1 | |
128.7534196 | 1 | |
128.7533923 | 1 |
가로등번호 | 관할구청 | 위도 | 경도 | |
---|---|---|---|---|
가로등번호 | 1.000 | 0.998 | 0.857 | 0.895 |
관할구청 | 0.998 | 1.000 | 0.750 | 0.810 |
위도 | 0.857 | 0.750 | 1.000 | 0.841 |
경도 | 0.895 | 0.810 | 0.841 | 1.000 |
가로등번호 | 위도 | 경도 | 관할구청 | |
---|---|---|---|---|
가로등번호 | 1.000 | -0.670 | -0.679 | 0.986 |
위도 | -0.670 | 1.000 | 0.395 | 0.485 |
경도 | -0.679 | 0.395 | 1.000 | 0.564 |
관할구청 | 0.986 | 0.485 | 0.564 | 1.000 |
가로등번호 | 관할구청 | 위도 | 경도 | |
---|---|---|---|---|
20695 | 5114021 | 북구 | 35.890436 | 128.599626 |
21736 | 5153026 | 북구 | 35.92758 | 128.552261 |
58060 | 8436004 | 달성군 | 35.683391 | 128.450983 |
25938 | 5300026 | 북구 | 35.918876 | 128.596505 |
41442 | 7149012 | 달서구 | 35.838827 | 128.52329 |
43539 | 7217025 | 달서구 | 35.822081 | 128.552974 |
40721 | 7119011 | 달서구 | 35.820492 | 128.524465 |
54626 | 8309031 | 달성군 | 35.875205 | 128.471731 |
47219 | 7366005 | 달서구 | 35.8139 | 128.520446 |
48232 | 7424001 | 달서구 | 35.84932 | 128.522158 |
가로등번호 | 관할구청 | 위도 | 경도 | |
---|---|---|---|---|
25662 | 5293035 | 북구 | 35.923583 | 128.599411 |
34857 | 6251006 | 수성구 | 35.847063 | 128.674045 |
5467 | 2207004 | 동구 | 35.879424 | 128.614867 |
59099 | 8476005 | 달성군 | 35.781144 | 128.442624 |
51973 | 8177013 | 달성군 | 35.633474 | 128.429729 |
14250 | 3114022 | 서구 | 35.876954 | 128.529536 |
38437 | 6441010 | 수성구 | 35.852495 | 128.652191 |
53015 | 8230002 | 달성군 | 35.663375 | 128.422159 |
5139 | 2193005 | 동구 | 35.876566 | 128.654269 |
53179 | 8236019 | 달성군 | 35.879649 | 128.410742 |