Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 742.2 KiB |
Average record size in memory | 76.0 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 4 |
Dataset
Description | 제주도 장기체류 외국인 유동인구 구성 비율 - 거주인구, 근무인구, 방문인구는 해당 유동인구 수의 연월별 합계 ※ 유동인구는 01~24시 해당 시간 정각 측정 인구 (머문 시간(분)/60분) |
---|---|
Author | 제주데이터허브 |
URL | https://www.jejudatahub.net/data/view/data/567 |
base_year_month is highly overall correlated with quarter | High correlation |
resd_pop_cnt is highly overall correlated with work_pop_cnt and 1 other fields | High correlation |
work_pop_cnt is highly overall correlated with resd_pop_cnt and 1 other fields | High correlation |
visit_pop_cnt is highly overall correlated with resd_pop_cnt and 1 other fields | High correlation |
quarter is highly overall correlated with base_year_month | High correlation |
work_pop_cnt is highly skewed (γ1 = 28.93353538) | Skewed |
resd_pop_cnt has 5648 (56.5%) zeros | Zeros |
work_pop_cnt has 7887 (78.9%) zeros | Zeros |
visit_pop_cnt has 193 (1.9%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-11 20:12:44.564712 |
---|---|
Analysis finished | 2023-12-11 20:12:47.654311 |
Duration | 3.09 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
base_year_month
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 9 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 201804.61 |
Minimum | 201801 |
---|---|
Maximum | 201809 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 201801 |
---|---|
5-th percentile | 201801 |
Q1 | 201803 |
median | 201805 |
Q3 | 201807 |
95-th percentile | 201808 |
Maximum | 201809 |
Range | 8 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.310879 |
---|---|
Coefficient of variation (CV) | 1.1451071 × 10-5 |
Kurtosis | -1.2380037 |
Mean | 201804.61 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.038320566 |
Sum | 2.0180461 × 109 |
Variance | 5.3401615 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
201808 | 1347 | |
201806 | 1298 | |
201807 | 1280 | |
201802 | 1224 | |
201804 | 1218 | |
201805 | 1213 | |
201803 | 1212 | |
201801 | 1170 | |
201809 | 38 | 0.4% |
Value | Count | Frequency (%) |
201801 | 1170 | |
201802 | 1224 | |
201803 | 1212 | |
201804 | 1218 | |
201805 | 1213 | |
201806 | 1298 | |
201807 | 1280 | |
201808 | 1347 | |
201809 | 38 | 0.4% |
Value | Count | Frequency (%) |
201809 | 38 | 0.4% |
201808 | 1347 | |
201807 | 1280 | |
201806 | 1298 | |
201805 | 1213 | |
201804 | 1218 | |
201803 | 1212 | |
201802 | 1224 | |
201801 | 1170 |
quarter
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
2분기 | |
---|---|
1분기 | |
3분기 |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1분기 |
---|---|
2nd row | 1분기 |
3rd row | 3분기 |
4th row | 3분기 |
5th row | 2분기 |
Common Values
Value | Count | Frequency (%) |
2분기 | 3729 | |
1분기 | 3606 | |
3분기 | 2665 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2분기 | 3729 | |
1분기 | 3606 | |
3분기 | 2665 |
nationality
Categorical
Distinct | 30 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
기타 | 460 |
---|---|
중국 | 448 |
인도네시아 | 440 |
스리랑카 | 433 |
필리핀 | 433 |
Other values (25) |
Length
Max length | 7 |
---|---|
Median length | 6 |
Mean length | 3.246 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 파키스탄 |
---|---|
2nd row | 오스트레일리아 |
3rd row | 필리핀 |
4th row | 파키스탄 |
5th row | 캄보디아 |
Common Values
Value | Count | Frequency (%) |
기타 | 460 | 4.6% |
중국 | 448 | 4.5% |
인도네시아 | 440 | 4.4% |
스리랑카 | 433 | 4.3% |
필리핀 | 433 | 4.3% |
베트남 | 423 | 4.2% |
미국 | 419 | 4.2% |
캄보디아 | 408 | 4.1% |
미얀마 | 402 | 4.0% |
네팔 | 399 | 4.0% |
Other values (20) | 5735 |
Length
Value | Count | Frequency (%) |
기타 | 460 | 4.6% |
중국 | 448 | 4.5% |
인도네시아 | 440 | 4.4% |
스리랑카 | 433 | 4.3% |
필리핀 | 433 | 4.3% |
베트남 | 423 | 4.2% |
미국 | 419 | 4.2% |
캄보디아 | 408 | 4.1% |
미얀마 | 402 | 4.0% |
네팔 | 399 | 4.0% |
Other values (20) | 5735 |
time_range
Categorical
Distinct | 12 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
17-18시 | |
---|---|
19-20시 | |
13-14시 | |
11-12시 | |
21-22시 | |
Other values (7) |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 5.3169 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 3-4시 |
---|---|
2nd row | 3-4시 |
3rd row | 21-22시 |
4th row | 19-20시 |
5th row | 1-2시 |
Common Values
Value | Count | Frequency (%) |
17-18시 | 906 | |
19-20시 | 896 | |
13-14시 | 885 | |
11-12시 | 879 | |
21-22시 | 878 | |
15-16시 | 876 | |
23-24시 | 861 | |
9-10시 | 807 | |
7-8시 | 785 | |
1-2시 | 778 | |
Other values (2) | 1449 |
Length
Value | Count | Frequency (%) |
17-18시 | 906 | |
19-20시 | 896 | |
13-14시 | 885 | |
11-12시 | 879 | |
21-22시 | 878 | |
15-16시 | 876 | |
23-24시 | 861 | |
9-10시 | 807 | |
7-8시 | 785 | |
1-2시 | 778 | |
Other values (2) | 1449 |
emd_name
Categorical
Distinct | 43 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
제주시 이도2동 | 294 |
---|---|
서귀포시 예래동 | 289 |
제주시 애월읍 | 289 |
제주시 한림읍 | 278 |
제주시 용담2동 | 276 |
Other values (38) |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.5483 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서귀포시 성산읍 |
---|---|
2nd row | 서귀포시 대륜동 |
3rd row | 제주시 구좌읍 |
4th row | 서귀포시 중앙동 |
5th row | 제주시 오라동 |
Common Values
Value | Count | Frequency (%) |
제주시 이도2동 | 294 | 2.9% |
서귀포시 예래동 | 289 | 2.9% |
제주시 애월읍 | 289 | 2.9% |
제주시 한림읍 | 278 | 2.8% |
제주시 용담2동 | 276 | 2.8% |
제주시 노형동 | 269 | 2.7% |
서귀포시 안덕면 | 268 | 2.7% |
서귀포시 대정읍 | 268 | 2.7% |
서귀포시 중문동 | 267 | 2.7% |
제주시 연동 | 260 | 2.6% |
Other values (33) | 7242 |
Length
Value | Count | Frequency (%) |
제주시 | 6124 | |
서귀포시 | 3876 | |
이도2동 | 294 | 1.5% |
예래동 | 289 | 1.4% |
애월읍 | 289 | 1.4% |
한림읍 | 278 | 1.4% |
용담2동 | 276 | 1.4% |
노형동 | 269 | 1.3% |
안덕면 | 268 | 1.3% |
대정읍 | 268 | 1.3% |
Other values (35) | 7769 |
resd_pop_cnt
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 4296 |
---|---|
Distinct (%) | 43.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 889.19295 |
Minimum | 0 |
---|---|
Maximum | 146927.73 |
Zeros | 5648 |
Zeros (%) | 56.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 467.3425 |
95-th percentile | 3293.607 |
Maximum | 146927.73 |
Range | 146927.73 |
Interquartile range (IQR) | 467.3425 |
Descriptive statistics
Standard deviation | 4957.5641 |
---|---|
Coefficient of variation (CV) | 5.5753525 |
Kurtosis | 435.80179 |
Mean | 889.19295 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 18.599419 |
Sum | 8891929.5 |
Variance | 24577442 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 5648 | |
406.56 | 4 | < 0.1% |
430.46 | 3 | < 0.1% |
182.8 | 2 | < 0.1% |
812.97 | 2 | < 0.1% |
338.08 | 2 | < 0.1% |
321.38 | 2 | < 0.1% |
913.06 | 2 | < 0.1% |
1035.55 | 2 | < 0.1% |
364.58 | 2 | < 0.1% |
Other values (4286) | 4331 |
Value | Count | Frequency (%) |
0.0 | 5648 | |
4.71 | 1 | < 0.1% |
4.92 | 1 | < 0.1% |
5.31 | 1 | < 0.1% |
5.43 | 1 | < 0.1% |
5.59 | 1 | < 0.1% |
5.66 | 1 | < 0.1% |
6.13 | 1 | < 0.1% |
8.27 | 1 | < 0.1% |
8.97 | 1 | < 0.1% |
Value | Count | Frequency (%) |
146927.73 | 1 | |
144690.55 | 1 | |
137079.01 | 1 | |
131508.93 | 1 | |
129926.29 | 1 | |
116135.87 | 1 | |
114594.64 | 1 | |
99959.21 | 1 | |
99293.79 | 1 | |
95206.99 | 1 |
work_pop_cnt
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  ZEROS
 
Distinct | 2060 |
---|---|
Distinct (%) | 20.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 98.893041 |
Minimum | 0 |
---|---|
Maximum | 34277.44 |
Zeros | 7887 |
Zeros (%) | 78.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 433.474 |
Maximum | 34277.44 |
Range | 34277.44 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 714.14088 |
---|---|
Coefficient of variation (CV) | 7.2213462 |
Kurtosis | 1163.143 |
Mean | 98.893041 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 28.933535 |
Sum | 988930.41 |
Variance | 509997.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 7887 | |
138.48 | 2 | < 0.1% |
26.03 | 2 | < 0.1% |
15.26 | 2 | < 0.1% |
15.25 | 2 | < 0.1% |
155.24 | 2 | < 0.1% |
76.17 | 2 | < 0.1% |
137.49 | 2 | < 0.1% |
173.4 | 2 | < 0.1% |
814.24 | 2 | < 0.1% |
Other values (2050) | 2095 | 20.9% |
Value | Count | Frequency (%) |
0.0 | 7887 | |
3.92 | 1 | < 0.1% |
3.98 | 1 | < 0.1% |
4.8 | 1 | < 0.1% |
4.9 | 1 | < 0.1% |
4.98 | 1 | < 0.1% |
5.01 | 1 | < 0.1% |
5.06 | 1 | < 0.1% |
5.4 | 1 | < 0.1% |
5.43 | 1 | < 0.1% |
Value | Count | Frequency (%) |
34277.44 | 1 | |
33646.5 | 1 | |
21367.71 | 1 | |
15850.32 | 1 | |
13170.68 | 1 | |
12003.88 | 1 | |
10971.36 | 1 | |
10470.34 | 1 | |
10407.33 | 1 | |
10022.43 | 1 |
visit_pop_cnt
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 7843 |
---|---|
Distinct (%) | 78.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 473.70274 |
Minimum | 0 |
---|---|
Maximum | 36201.66 |
Zeros | 193 |
Zeros (%) | 1.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4.6985 |
Q1 | 18.8575 |
median | 66.655 |
Q3 | 254.085 |
95-th percentile | 2264.099 |
Maximum | 36201.66 |
Range | 36201.66 |
Interquartile range (IQR) | 235.2275 |
Descriptive statistics
Standard deviation | 1628.6692 |
---|---|
Coefficient of variation (CV) | 3.4381671 |
Kurtosis | 121.84368 |
Mean | 473.70274 |
Median Absolute Deviation (MAD) | 57.805 |
Skewness | 9.2651513 |
Sum | 4737027.4 |
Variance | 2652563.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 193 | 1.9% |
12.09 | 10 | 0.1% |
8.45 | 9 | 0.1% |
4.06 | 8 | 0.1% |
7.11 | 8 | 0.1% |
15.16 | 7 | 0.1% |
7.06 | 6 | 0.1% |
5.05 | 6 | 0.1% |
11.38 | 6 | 0.1% |
17.33 | 6 | 0.1% |
Other values (7833) | 9741 |
Value | Count | Frequency (%) |
0.0 | 193 | |
2.79 | 1 | < 0.1% |
2.8 | 1 | < 0.1% |
2.83 | 1 | < 0.1% |
2.84 | 2 | < 0.1% |
2.87 | 1 | < 0.1% |
2.88 | 1 | < 0.1% |
2.89 | 1 | < 0.1% |
2.9 | 1 | < 0.1% |
2.98 | 1 | < 0.1% |
Value | Count | Frequency (%) |
36201.66 | 1 | |
30182.62 | 1 | |
29126.07 | 1 | |
28799.61 | 1 | |
28088.52 | 1 | |
27940.33 | 1 | |
27103.02 | 1 | |
25718.96 | 1 | |
24098.37 | 1 | |
23279.88 | 1 |
base_year_month | quarter | nationality | time_range | emd_name | resd_pop_cnt | work_pop_cnt | visit_pop_cnt | |
---|---|---|---|---|---|---|---|---|
base_year_month | 1.000 | 1.000 | 0.287 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 |
quarter | 1.000 | 1.000 | 0.120 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 |
nationality | 0.287 | 0.120 | 1.000 | 0.000 | 0.190 | 0.330 | 0.151 | 0.467 |
time_range | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.020 | 0.012 | 0.032 |
emd_name | 0.000 | 0.000 | 0.190 | 0.000 | 1.000 | 0.276 | 0.138 | 0.260 |
resd_pop_cnt | 0.000 | 0.000 | 0.330 | 0.020 | 0.276 | 1.000 | 0.814 | 0.922 |
work_pop_cnt | 0.000 | 0.015 | 0.151 | 0.012 | 0.138 | 0.814 | 1.000 | 0.787 |
visit_pop_cnt | 0.044 | 0.000 | 0.467 | 0.032 | 0.260 | 0.922 | 0.787 | 1.000 |
nationality | emd_name | time_range | quarter | |
---|---|---|---|---|
nationality | 1.000 | 0.042 | 0.000 | 0.055 |
emd_name | 0.042 | 1.000 | 0.000 | 0.000 |
time_range | 0.000 | 0.000 | 1.000 | 0.000 |
quarter | 0.055 | 0.000 | 0.000 | 1.000 |
base_year_month | resd_pop_cnt | work_pop_cnt | visit_pop_cnt | quarter | nationality | time_range | emd_name | |
---|---|---|---|---|---|---|---|---|
base_year_month | 1.000 | -0.018 | 0.002 | 0.033 | 1.000 | 0.103 | 0.000 | 0.000 |
resd_pop_cnt | -0.018 | 1.000 | 0.531 | 0.589 | 0.000 | 0.111 | 0.008 | 0.098 |
work_pop_cnt | 0.002 | 0.531 | 1.000 | 0.512 | 0.010 | 0.063 | 0.006 | 0.056 |
visit_pop_cnt | 0.033 | 0.589 | 0.512 | 1.000 | 0.000 | 0.166 | 0.013 | 0.092 |
quarter | 1.000 | 0.000 | 0.010 | 0.000 | 1.000 | 0.055 | 0.000 | 0.000 |
nationality | 0.103 | 0.111 | 0.063 | 0.166 | 0.055 | 1.000 | 0.000 | 0.042 |
time_range | 0.000 | 0.008 | 0.006 | 0.013 | 0.000 | 0.000 | 1.000 | 0.000 |
emd_name | 0.000 | 0.098 | 0.056 | 0.092 | 0.000 | 0.042 | 0.000 | 1.000 |
base_year_month | quarter | nationality | time_range | emd_name | resd_pop_cnt | work_pop_cnt | visit_pop_cnt | |
---|---|---|---|---|---|---|---|---|
33148 | 201803 | 1분기 | 파키스탄 | 3-4시 | 서귀포시 성산읍 | 0.0 | 0.0 | 48.44 |
5495 | 201801 | 1분기 | 오스트레일리아 | 3-4시 | 서귀포시 대륜동 | 475.21 | 141.99 | 0.0 |
94722 | 201808 | 3분기 | 필리핀 | 21-22시 | 제주시 구좌읍 | 965.28 | 106.98 | 192.47 |
81367 | 201807 | 3분기 | 파키스탄 | 19-20시 | 서귀포시 중앙동 | 0.0 | 0.0 | 7.42 |
42467 | 201804 | 2분기 | 캄보디아 | 1-2시 | 제주시 오라동 | 0.0 | 0.0 | 24.77 |
89163 | 201808 | 3분기 | 인도 | 15-16시 | 제주시 노형동 | 0.0 | 0.0 | 317.85 |
20493 | 201802 | 1분기 | 키르기스스탄 | 7-8시 | 제주시 아라동 | 0.0 | 0.0 | 15.21 |
71787 | 201807 | 3분기 | 독일 | 17-18시 | 제주시 애월읍 | 0.0 | 15.14 | 54.47 |
10302 | 201801 | 1분기 | 파키스탄 | 7-8시 | 서귀포시 송산동 | 0.0 | 0.0 | 18.09 |
31734 | 201803 | 1분기 | 캐나다 | 9-10시 | 제주시 일도2동 | 84.26 | 0.0 | 32.47 |
base_year_month | quarter | nationality | time_range | emd_name | resd_pop_cnt | work_pop_cnt | visit_pop_cnt | |
---|---|---|---|---|---|---|---|---|
36222 | 201804 | 2분기 | 말레이시아 | 1-2시 | 서귀포시 대정읍 | 0.0 | 0.0 | 107.75 |
87935 | 201808 | 3분기 | 영국 | 1-2시 | 제주시 삼양동 | 138.29 | 0.0 | 0.0 |
9489 | 201801 | 1분기 | 타이완 | 3-4시 | 제주시 애월읍 | 0.0 | 535.05 | 142.33 |
86655 | 201808 | 3분기 | 방글라데시 | 11-12시 | 서귀포시 영천동 | 0.0 | 0.0 | 4.61 |
71872 | 201807 | 3분기 | 독일 | 23-24시 | 제주시 이도1동 | 0.0 | 0.0 | 24.69 |
6461 | 201801 | 1분기 | 인도네시아 | 17-18시 | 제주시 일도1동 | 646.87 | 23.27 | 1244.83 |
83719 | 201808 | 3분기 | 뉴질랜드 | 11-12시 | 제주시 아라동 | 0.0 | 0.0 | 51.76 |
32000 | 201803 | 1분기 | 타이완 | 1-2시 | 서귀포시 영천동 | 0.0 | 0.0 | 18.94 |
73582 | 201807 | 3분기 | 미국 | 5-6시 | 서귀포시 송산동 | 812.97 | 0.0 | 246.89 |
72650 | 201807 | 3분기 | 말레이시아 | 5-6시 | 서귀포시 대정읍 | 0.0 | 0.0 | 259.53 |