Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 365 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.8 KiB |
Average record size in memory | 44.4 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 4 |
Dataset
Description | 우리나라의 다양한 생물들을 체험할 수 있는 전시관을 운영하고 있는 국립생물자원관을 방문한 2017년 관람객 현황 자료 |
---|---|
Author | 환경부 국립생물자원관 |
URL | https://www.data.go.kr/data/15039204/fileData.do |
예약인원 is highly overall correlated with 예약 실제방문인원 | High correlation |
예약 실제방문인원 is highly overall correlated with 예약인원 | High correlation |
비예약 방문인원 is highly overall correlated with 총방문인원 | High correlation |
총방문인원 is highly overall correlated with 비예약 방문인원 | High correlation |
날짜 has unique values | Unique |
예약인원 has 165 (45.2%) zeros | Zeros |
예약 실제방문인원 has 165 (45.2%) zeros | Zeros |
비예약 방문인원 has 57 (15.6%) zeros | Zeros |
총방문인원 has 57 (15.6%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 08:58:10.201538 |
---|---|
Analysis finished | 2023-12-12 08:58:13.787055 |
Duration | 3.59 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
날짜
Date
UNIQUE
 
Distinct | 365 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.0 KiB |
Minimum | 2017-01-01 00:00:00 |
---|---|
Maximum | 2017-12-31 00:00:00 |
예약인원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 173 |
---|---|
Distinct (%) | 47.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 173.23836 |
Minimum | 0 |
---|---|
Maximum | 1088 |
Zeros | 165 |
Zeros (%) | 45.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 40 |
Q3 | 285 |
95-th percentile | 685.6 |
Maximum | 1088 |
Range | 1088 |
Interquartile range (IQR) | 285 |
Descriptive statistics
Standard deviation | 246.84833 |
---|---|
Coefficient of variation (CV) | 1.4249058 |
Kurtosis | 2.1192621 |
Mean | 173.23836 |
Median Absolute Deviation (MAD) | 40 |
Skewness | 1.6249259 |
Sum | 63232 |
Variance | 60934.1 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 165 | |
40 | 7 | 1.9% |
100 | 3 | 0.8% |
27 | 2 | 0.5% |
45 | 2 | 0.5% |
105 | 2 | 0.5% |
172 | 2 | 0.5% |
210 | 2 | 0.5% |
254 | 2 | 0.5% |
80 | 2 | 0.5% |
Other values (163) | 176 |
Value | Count | Frequency (%) |
0 | 165 | |
13 | 1 | 0.3% |
16 | 1 | 0.3% |
18 | 1 | 0.3% |
19 | 1 | 0.3% |
22 | 1 | 0.3% |
24 | 1 | 0.3% |
27 | 2 | 0.5% |
33 | 1 | 0.3% |
34 | 1 | 0.3% |
Value | Count | Frequency (%) |
1088 | 1 | |
1050 | 1 | |
1032 | 1 | |
1010 | 1 | |
1008 | 1 | |
991 | 1 | |
979 | 1 | |
952 | 1 | |
932 | 1 | |
903 | 1 |
예약 실제방문인원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 173 |
---|---|
Distinct (%) | 47.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 172.43288 |
Minimum | 0 |
---|---|
Maximum | 1088 |
Zeros | 165 |
Zeros (%) | 45.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 40 |
Q3 | 285 |
95-th percentile | 685.6 |
Maximum | 1088 |
Range | 1088 |
Interquartile range (IQR) | 285 |
Descriptive statistics
Standard deviation | 245.76469 |
---|---|
Coefficient of variation (CV) | 1.4252775 |
Kurtosis | 2.1387577 |
Mean | 172.43288 |
Median Absolute Deviation (MAD) | 40 |
Skewness | 1.6292593 |
Sum | 62938 |
Variance | 60400.285 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 165 | |
40 | 7 | 1.9% |
100 | 3 | 0.8% |
210 | 3 | 0.8% |
122 | 2 | 0.5% |
45 | 2 | 0.5% |
105 | 2 | 0.5% |
172 | 2 | 0.5% |
254 | 2 | 0.5% |
95 | 2 | 0.5% |
Other values (163) | 175 |
Value | Count | Frequency (%) |
0 | 165 | |
13 | 1 | 0.3% |
16 | 1 | 0.3% |
18 | 1 | 0.3% |
19 | 1 | 0.3% |
22 | 1 | 0.3% |
24 | 1 | 0.3% |
27 | 2 | 0.5% |
33 | 1 | 0.3% |
34 | 1 | 0.3% |
Value | Count | Frequency (%) |
1088 | 1 | |
1050 | 1 | |
1032 | 1 | |
1010 | 1 | |
1008 | 1 | |
991 | 1 | |
952 | 1 | |
932 | 1 | |
929 | 1 | |
903 | 1 |
비예약 방문인원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 289 |
---|---|
Distinct (%) | 79.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1021.189 |
Minimum | 0 |
---|---|
Maximum | 11606 |
Zeros | 57 |
Zeros (%) | 15.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 210 |
median | 602 |
Q3 | 1828 |
95-th percentile | 2812.8 |
Maximum | 11606 |
Range | 11606 |
Interquartile range (IQR) | 1618 |
Descriptive statistics
Standard deviation | 1140.3039 |
---|---|
Coefficient of variation (CV) | 1.1166433 |
Kurtosis | 19.361657 |
Mean | 1021.189 |
Median Absolute Deviation (MAD) | 554 |
Skewness | 2.7942155 |
Sum | 372734 |
Variance | 1300292.9 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 57 | 15.6% |
602 | 3 | 0.8% |
403 | 3 | 0.8% |
332 | 2 | 0.5% |
398 | 2 | 0.5% |
1405 | 2 | 0.5% |
2714 | 2 | 0.5% |
806 | 2 | 0.5% |
276 | 2 | 0.5% |
102 | 2 | 0.5% |
Other values (279) | 288 |
Value | Count | Frequency (%) |
0 | 57 | |
35 | 1 | 0.3% |
42 | 1 | 0.3% |
48 | 1 | 0.3% |
54 | 1 | 0.3% |
57 | 1 | 0.3% |
59 | 1 | 0.3% |
85 | 1 | 0.3% |
101 | 1 | 0.3% |
102 | 2 | 0.5% |
Value | Count | Frequency (%) |
11606 | 1 | |
4243 | 1 | |
4233 | 1 | |
4179 | 1 | |
3755 | 1 | |
3507 | 1 | |
3325 | 1 | |
3225 | 1 | |
3198 | 1 | |
3192 | 1 |
총방문인원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 286 |
---|---|
Distinct (%) | 78.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1193.6219 |
Minimum | 0 |
---|---|
Maximum | 11606 |
Zeros | 57 |
Zeros (%) | 15.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.3 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 430 |
median | 890 |
Q3 | 1956 |
95-th percentile | 2943.8 |
Maximum | 11606 |
Range | 11606 |
Interquartile range (IQR) | 1526 |
Descriptive statistics
Standard deviation | 1116.3346 |
---|---|
Coefficient of variation (CV) | 0.93524976 |
Kurtosis | 19.665517 |
Mean | 1193.6219 |
Median Absolute Deviation (MAD) | 669 |
Skewness | 2.6647812 |
Sum | 435672 |
Variance | 1246203 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 57 | 15.6% |
178 | 2 | 0.5% |
444 | 2 | 0.5% |
729 | 2 | 0.5% |
736 | 2 | 0.5% |
1588 | 2 | 0.5% |
660 | 2 | 0.5% |
1046 | 2 | 0.5% |
552 | 2 | 0.5% |
1828 | 2 | 0.5% |
Other values (276) | 290 |
Value | Count | Frequency (%) |
0 | 57 | |
114 | 1 | 0.3% |
159 | 1 | 0.3% |
178 | 2 | 0.5% |
186 | 1 | 0.3% |
187 | 1 | 0.3% |
204 | 1 | 0.3% |
206 | 1 | 0.3% |
210 | 1 | 0.3% |
227 | 2 | 0.5% |
Value | Count | Frequency (%) |
11606 | 1 | |
4243 | 1 | |
4233 | 1 | |
4179 | 1 | |
3755 | 1 | |
3589 | 1 | |
3507 | 1 | |
3325 | 1 | |
3225 | 1 | |
3198 | 1 |
예약인원 | 예약 실제방문인원 | 비예약 방문인원 | 총방문인원 | |
---|---|---|---|---|
예약인원 | 1.000 | 1.000 | 0.402 | 0.434 |
예약 실제방문인원 | 1.000 | 1.000 | 0.402 | 0.435 |
비예약 방문인원 | 0.402 | 0.402 | 1.000 | 0.996 |
총방문인원 | 0.434 | 0.435 | 0.996 | 1.000 |
예약인원 | 예약 실제방문인원 | 비예약 방문인원 | 총방문인원 | |
---|---|---|---|---|
예약인원 | 1.000 | 1.000 | -0.084 | 0.070 |
예약 실제방문인원 | 1.000 | 1.000 | -0.083 | 0.071 |
비예약 방문인원 | -0.084 | -0.083 | 1.000 | 0.965 |
총방문인원 | 0.070 | 0.071 | 0.965 | 1.000 |
날짜 | 예약인원 | 예약 실제방문인원 | 비예약 방문인원 | 총방문인원 | |
---|---|---|---|---|---|
0 | 2017-01-01 | 0 | 0 | 0 | 0 |
1 | 2017-01-02 | 0 | 0 | 0 | 0 |
2 | 2017-01-03 | 0 | 0 | 1302 | 1302 |
3 | 2017-01-04 | 27 | 27 | 1083 | 1110 |
4 | 2017-01-05 | 117 | 117 | 848 | 965 |
5 | 2017-01-06 | 0 | 0 | 1076 | 1076 |
6 | 2017-01-07 | 0 | 0 | 2779 | 2779 |
7 | 2017-01-08 | 0 | 0 | 3755 | 3755 |
8 | 2017-01-09 | 0 | 0 | 0 | 0 |
9 | 2017-01-10 | 181 | 181 | 443 | 624 |
날짜 | 예약인원 | 예약 실제방문인원 | 비예약 방문인원 | 총방문인원 | |
---|---|---|---|---|---|
355 | 2017-12-22 | 0 | 0 | 210 | 210 |
356 | 2017-12-23 | 40 | 40 | 1540 | 1580 |
357 | 2017-12-24 | 0 | 0 | 2692 | 2692 |
358 | 2017-12-25 | 0 | 0 | 0 | 0 |
359 | 2017-12-26 | 347 | 347 | 126 | 473 |
360 | 2017-12-27 | 0 | 0 | 187 | 187 |
361 | 2017-12-28 | 136 | 136 | 42 | 178 |
362 | 2017-12-29 | 19 | 19 | 140 | 159 |
363 | 2017-12-30 | 0 | 0 | 552 | 552 |
364 | 2017-12-31 | 0 | 0 | 789 | 789 |