Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 68 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.4 KiB |
Average record size in memory | 81.9 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 4 |
Dataset
Description | Sample |
---|---|
Author | 한국문화예술위원회 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=e172ca00-6ef6-11ed-b3ef-49efc94461a7 |
popltn_per_pblprfr_cas_co has constant value "" | Constant |
pblprfr_year is highly overall correlated with seq_no and 1 other fields | High correlation |
metrp_area_pblprfr_cas_co is highly overall correlated with seq_no and 1 other fields | High correlation |
seq_no is highly overall correlated with pblprfr_year and 1 other fields | High correlation |
ctprvn_cd is highly overall correlated with ctprvn_nm | High correlation |
all_popltn_co is highly overall correlated with ctprvn_accto_pblprfr_cas_co and 2 other fields | High correlation |
ctprvn_accto_pblprfr_cas_co is highly overall correlated with all_popltn_co and 1 other fields | High correlation |
metrp_nmetrp_area_pblprfr_rate is highly overall correlated with all_popltn_co and 1 other fields | High correlation |
ctprvn_nm is highly overall correlated with ctprvn_cd and 1 other fields | High correlation |
seq_no has unique values | Unique |
ctprvn_accto_pblprfr_cas_co has 1 (1.5%) zeros | Zeros |
metrp_nmetrp_area_pblprfr_rate has 1 (1.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 09:40:53.970054 |
---|---|
Analysis finished | 2023-12-10 09:40:59.608635 |
Duration | 5.64 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
seq_no
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 68 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 34.5 |
Minimum | 1 |
---|---|
Maximum | 68 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 744.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 4.35 |
Q1 | 17.75 |
median | 34.5 |
Q3 | 51.25 |
95-th percentile | 64.65 |
Maximum | 68 |
Range | 67 |
Interquartile range (IQR) | 33.5 |
Descriptive statistics
Standard deviation | 19.77372 |
---|---|
Coefficient of variation (CV) | 0.5731513 |
Kurtosis | -1.2 |
Mean | 34.5 |
Median Absolute Deviation (MAD) | 17 |
Skewness | 0 |
Sum | 2346 |
Variance | 391 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 1.5% |
45 | 1 | 1.5% |
51 | 1 | 1.5% |
50 | 1 | 1.5% |
49 | 1 | 1.5% |
48 | 1 | 1.5% |
47 | 1 | 1.5% |
46 | 1 | 1.5% |
44 | 1 | 1.5% |
36 | 1 | 1.5% |
Other values (58) | 58 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
68 | 1 | |
67 | 1 | |
66 | 1 | |
65 | 1 | |
64 | 1 | |
63 | 1 | |
62 | 1 | |
61 | 1 | |
60 | 1 | |
59 | 1 |
pblprfr_year
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 5.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 676.0 B |
2017 | |
---|---|
2018 | |
2019 | |
2020 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2017 |
---|---|
2nd row | 2017 |
3rd row | 2017 |
4th row | 2017 |
5th row | 2017 |
Common Values
Value | Count | Frequency (%) |
2017 | 17 | |
2018 | 17 | |
2019 | 17 | |
2020 | 17 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2017 | 17 | |
2018 | 17 | |
2019 | 17 | |
2020 | 17 |
ctprvn_cd
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.176471 |
Minimum | 11 |
---|---|
Maximum | 39 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 744.0 B |
Quantile statistics
Minimum | 11 |
---|---|
5-th percentile | 14.5 |
Q1 | 24 |
median | 31 |
Q3 | 35 |
95-th percentile | 38.65 |
Maximum | 39 |
Range | 28 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 7.3564697 |
---|---|
Coefficient of variation (CV) | 0.25213707 |
Kurtosis | 0.029476192 |
Mean | 29.176471 |
Median Absolute Deviation (MAD) | 6 |
Skewness | -0.70685758 |
Sum | 1984 |
Variance | 54.117647 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11 | 4 | 5.9% |
21 | 4 | 5.9% |
39 | 4 | 5.9% |
38 | 4 | 5.9% |
37 | 4 | 5.9% |
36 | 4 | 5.9% |
35 | 4 | 5.9% |
34 | 4 | 5.9% |
33 | 4 | 5.9% |
32 | 4 | 5.9% |
Other values (7) | 28 |
Value | Count | Frequency (%) |
11 | 4 | |
21 | 4 | |
22 | 4 | |
23 | 4 | |
24 | 4 | |
25 | 4 | |
26 | 4 | |
29 | 4 | |
31 | 4 | |
32 | 4 |
Value | Count | Frequency (%) |
39 | 4 | |
38 | 4 | |
37 | 4 | |
36 | 4 | |
35 | 4 | |
34 | 4 | |
33 | 4 | |
32 | 4 | |
31 | 4 | |
29 | 4 |
ctprvn_nm
Categorical
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 676.0 B |
서울특별시 | 4 |
---|---|
부산광역시 | 4 |
대구광역시 | 4 |
인천광역시 | 4 |
광주광역시 | 4 |
Other values (12) |
Length
Max length | 7 |
---|---|
Median length | 5 |
Mean length | 4.6470588 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 서울특별시 |
---|---|
2nd row | 부산광역시 |
3rd row | 대구광역시 |
4th row | 인천광역시 |
5th row | 광주광역시 |
Common Values
Value | Count | Frequency (%) |
서울특별시 | 4 | 5.9% |
부산광역시 | 4 | 5.9% |
대구광역시 | 4 | 5.9% |
인천광역시 | 4 | 5.9% |
광주광역시 | 4 | 5.9% |
대전광역시 | 4 | 5.9% |
울산광역시 | 4 | 5.9% |
세종특별자치시 | 4 | 5.9% |
경기도 | 4 | 5.9% |
강원도 | 4 | 5.9% |
Other values (7) | 28 |
Length
Value | Count | Frequency (%) |
서울특별시 | 4 | 5.9% |
강원도 | 4 | 5.9% |
경상남도 | 4 | 5.9% |
경상북도 | 4 | 5.9% |
전라남도 | 4 | 5.9% |
전라북도 | 4 | 5.9% |
충청남도 | 4 | 5.9% |
충청북도 | 4 | 5.9% |
경기도 | 4 | 5.9% |
부산광역시 | 4 | 5.9% |
Other values (7) | 28 |
all_popltn_co
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3049683.9 |
Minimum | 343788 |
---|---|
Maximum | 13265377 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 744.0 B |
Quantile statistics
Minimum | 343788 |
---|---|
5-th percentile | 458268.8 |
Q1 | 1473125 |
median | 1861894 |
Q3 | 2954955 |
95-th percentile | 12030432 |
Maximum | 13265377 |
Range | 12921589 |
Interquartile range (IQR) | 1481830 |
Descriptive statistics
Standard deviation | 3275076.7 |
---|---|
Coefficient of variation (CV) | 1.0739069 |
Kurtosis | 4.2486954 |
Mean | 3049683.9 |
Median Absolute Deviation (MAD) | 716184 |
Skewness | 2.2867153 |
Sum | 2.0737851 × 108 |
Variance | 1.0726128 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9736962 | 4 | 5.9% |
3410925 | 4 | 5.9% |
670876 | 4 | 5.9% |
3358828 | 4 | 5.9% |
2658956 | 4 | 5.9% |
1861894 | 4 | 5.9% |
1815112 | 4 | 5.9% |
2120995 | 4 | 5.9% |
1598599 | 4 | 5.9% |
1539521 | 4 | 5.9% |
Other values (7) | 28 |
Value | Count | Frequency (%) |
343788 | 4 | |
670876 | 4 | |
1145710 | 4 | |
1456121 | 4 | |
1473125 | 4 | |
1539521 | 4 | |
1598599 | 4 | |
1815112 | 4 | |
1861894 | 4 | |
2120995 | 4 |
Value | Count | Frequency (%) |
13265377 | 4 | |
9736962 | 4 | |
3410925 | 4 | |
3358828 | 4 | |
2954955 | 4 | |
2658956 | 4 | |
2432883 | 4 | |
2120995 | 4 | |
1861894 | 4 | |
1815112 | 4 |
ctprvn_accto_pblprfr_cas_co
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 63 |
---|---|
Distinct (%) | 92.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 247.5 |
Minimum | 0 |
---|---|
Maximum | 1010 |
Zeros | 1 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 744.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 23.7 |
Q1 | 70.5 |
median | 166 |
Q3 | 351.5 |
95-th percentile | 671.15 |
Maximum | 1010 |
Range | 1010 |
Interquartile range (IQR) | 281 |
Descriptive statistics
Standard deviation | 232.15265 |
---|---|
Coefficient of variation (CV) | 0.93799049 |
Kurtosis | 0.98040794 |
Mean | 247.5 |
Median Absolute Deviation (MAD) | 113.5 |
Skewness | 1.2616687 |
Sum | 16830 |
Variance | 53894.851 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
116 | 2 | 2.9% |
114 | 2 | 2.9% |
275 | 2 | 2.9% |
32 | 2 | 2.9% |
365 | 2 | 2.9% |
344 | 1 | 1.5% |
347 | 1 | 1.5% |
42 | 1 | 1.5% |
315 | 1 | 1.5% |
437 | 1 | 1.5% |
Other values (53) | 53 |
Value | Count | Frequency (%) |
0 | 1 | |
1 | 1 | |
20 | 1 | |
23 | 1 | |
25 | 1 | |
29 | 1 | |
32 | 2 | |
35 | 1 | |
42 | 1 | |
46 | 1 |
Value | Count | Frequency (%) |
1010 | 1 | |
846 | 1 | |
733 | 1 | |
682 | 1 | |
651 | 1 | |
638 | 1 | |
635 | 1 | |
607 | 1 | |
589 | 1 | |
575 | 1 |
popltn_per_pblprfr_cas_co
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 676.0 B |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 68 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 68 |
metrp_area_pblprfr_cas_co
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 5.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 676.0 B |
1109 | |
---|---|
1485 | |
1933 | |
736 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.75 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1109 |
---|---|
2nd row | 1109 |
3rd row | 1109 |
4th row | 1109 |
5th row | 1109 |
Common Values
Value | Count | Frequency (%) |
1109 | 17 | |
1485 | 17 | |
1933 | 17 | |
736 | 17 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1109 | 17 | |
1485 | 17 | |
1933 | 17 | |
736 | 17 |
metrp_nmetrp_area_pblprfr_rate
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 67 |
---|---|
Distinct (%) | 98.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.040441 |
Minimum | 0 |
---|---|
Maximum | 88.45 |
Zeros | 1 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 744.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.157 |
Q1 | 6.5575 |
median | 13.09 |
Q3 | 27.835 |
95-th percentile | 55.619 |
Maximum | 88.45 |
Range | 88.45 |
Interquartile range (IQR) | 21.2775 |
Descriptive statistics
Standard deviation | 17.727941 |
---|---|
Coefficient of variation (CV) | 0.93106776 |
Kurtosis | 2.8468031 |
Mean | 19.040441 |
Median Absolute Deviation (MAD) | 7.985 |
Skewness | 1.6102027 |
Sum | 1294.75 |
Variance | 314.27989 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.32 | 2 | 2.9% |
31.02 | 1 | 1.5% |
10.5 | 1 | 1.5% |
2.17 | 1 | 1.5% |
16.3 | 1 | 1.5% |
22.61 | 1 | 1.5% |
17.95 | 1 | 1.5% |
29.38 | 1 | 1.5% |
10.97 | 1 | 1.5% |
31.4 | 1 | 1.5% |
Other values (57) | 57 |
Value | Count | Frequency (%) |
0.0 | 1 | |
0.09 | 1 | |
1.68 | 1 | |
2.15 | 1 | |
2.17 | 1 | |
2.72 | 1 | |
2.89 | 1 | |
3.0 | 1 | |
3.13 | 1 | |
3.16 | 1 |
Value | Count | Frequency (%) |
88.45 | 1 | |
62.09 | 1 | |
57.26 | 1 | |
56.97 | 1 | |
53.11 | 1 | |
52.25 | 1 | |
49.36 | 1 | |
42.96 | 1 | |
37.36 | 1 | |
35.28 | 1 |
seq_no | pblprfr_year | ctprvn_cd | ctprvn_nm | all_popltn_co | ctprvn_accto_pblprfr_cas_co | metrp_area_pblprfr_cas_co | metrp_nmetrp_area_pblprfr_rate | |
---|---|---|---|---|---|---|---|---|
seq_no | 1.000 | 0.974 | 0.478 | 0.000 | 0.000 | 0.000 | 0.974 | 0.000 |
pblprfr_year | 0.974 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
ctprvn_cd | 0.478 | 0.000 | 1.000 | 1.000 | 0.824 | 0.387 | 0.000 | 0.486 |
ctprvn_nm | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 0.465 | 0.000 | 0.628 |
all_popltn_co | 0.000 | 0.000 | 0.824 | 1.000 | 1.000 | 0.796 | 0.000 | 0.615 |
ctprvn_accto_pblprfr_cas_co | 0.000 | 0.000 | 0.387 | 0.465 | 0.796 | 1.000 | 0.000 | 0.844 |
metrp_area_pblprfr_cas_co | 0.974 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
metrp_nmetrp_area_pblprfr_rate | 0.000 | 0.000 | 0.486 | 0.628 | 0.615 | 0.844 | 0.000 | 1.000 |
pblprfr_year | metrp_area_pblprfr_cas_co | ctprvn_nm | |
---|---|---|---|
pblprfr_year | 1.000 | 1.000 | 0.000 |
metrp_area_pblprfr_cas_co | 1.000 | 1.000 | 0.000 |
ctprvn_nm | 0.000 | 0.000 | 1.000 |
seq_no | ctprvn_cd | all_popltn_co | ctprvn_accto_pblprfr_cas_co | metrp_nmetrp_area_pblprfr_rate | pblprfr_year | ctprvn_nm | metrp_area_pblprfr_cas_co | |
---|---|---|---|---|---|---|---|---|
seq_no | 1.000 | 0.250 | -0.054 | -0.083 | 0.012 | 0.875 | 0.000 | 0.875 |
ctprvn_cd | 0.250 | 1.000 | -0.218 | -0.034 | -0.006 | 0.000 | 0.922 | 0.000 |
all_popltn_co | -0.054 | -0.218 | 1.000 | 0.645 | 0.661 | 0.000 | 0.900 | 0.000 |
ctprvn_accto_pblprfr_cas_co | -0.083 | -0.034 | 0.645 | 1.000 | 0.943 | 0.000 | 0.177 | 0.000 |
metrp_nmetrp_area_pblprfr_rate | 0.012 | -0.006 | 0.661 | 0.943 | 1.000 | 0.000 | 0.281 | 0.000 |
pblprfr_year | 0.875 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
ctprvn_nm | 0.000 | 0.922 | 0.900 | 0.177 | 0.281 | 0.000 | 1.000 | 0.000 |
metrp_area_pblprfr_cas_co | 0.875 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
seq_no | pblprfr_year | ctprvn_cd | ctprvn_nm | all_popltn_co | ctprvn_accto_pblprfr_cas_co | popltn_per_pblprfr_cas_co | metrp_area_pblprfr_cas_co | metrp_nmetrp_area_pblprfr_rate | |
---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2017 | 11 | 서울특별시 | 9736962 | 344 | 0 | 1109 | 31.02 |
1 | 2 | 2017 | 21 | 부산광역시 | 3410925 | 132 | 0 | 1109 | 11.9 |
2 | 3 | 2017 | 22 | 대구광역시 | 2432883 | 303 | 0 | 1109 | 27.32 |
3 | 4 | 2017 | 23 | 인천광역시 | 2954955 | 176 | 0 | 1109 | 15.87 |
4 | 5 | 2017 | 24 | 광주광역시 | 1456121 | 59 | 0 | 1109 | 5.32 |
5 | 6 | 2017 | 25 | 대전광역시 | 1473125 | 86 | 0 | 1109 | 7.75 |
6 | 7 | 2017 | 26 | 울산광역시 | 1145710 | 32 | 0 | 1109 | 2.89 |
7 | 8 | 2017 | 29 | 세종특별자치시 | 343788 | 1 | 0 | 1109 | 0.09 |
8 | 9 | 2017 | 31 | 경기도 | 13265377 | 589 | 0 | 1109 | 53.11 |
9 | 10 | 2017 | 32 | 강원도 | 1539521 | 157 | 0 | 1109 | 14.16 |
seq_no | pblprfr_year | ctprvn_cd | ctprvn_nm | all_popltn_co | ctprvn_accto_pblprfr_cas_co | popltn_per_pblprfr_cas_co | metrp_area_pblprfr_cas_co | metrp_nmetrp_area_pblprfr_rate | |
---|---|---|---|---|---|---|---|---|---|
58 | 59 | 2020 | 29 | 세종특별자치시 | 343788 | 20 | 0 | 736 | 2.72 |
59 | 60 | 2020 | 31 | 경기도 | 13265377 | 56 | 0 | 736 | 7.61 |
60 | 61 | 2020 | 32 | 강원도 | 1539521 | 116 | 0 | 736 | 15.76 |
61 | 62 | 2020 | 33 | 충청북도 | 1598599 | 71 | 0 | 736 | 9.65 |
62 | 63 | 2020 | 34 | 충청남도 | 2120995 | 46 | 0 | 736 | 6.25 |
63 | 64 | 2020 | 35 | 전라북도 | 1815112 | 457 | 0 | 736 | 62.09 |
64 | 65 | 2020 | 36 | 전라남도 | 1861894 | 126 | 0 | 736 | 17.12 |
65 | 66 | 2020 | 37 | 경상북도 | 2658956 | 275 | 0 | 736 | 37.36 |
66 | 67 | 2020 | 38 | 경상남도 | 3358828 | 158 | 0 | 736 | 21.47 |
67 | 68 | 2020 | 39 | 제주특별자치도 | 670876 | 49 | 0 | 736 | 6.66 |