Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 14.1 KiB |
| Average record size in memory | 144.3 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 12 |
Dataset
| Description | Sample |
|---|---|
| Author | 한국문화정보원 |
| URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=774e1600-b1b0-11ed-aef0-e35816fab8bc |
base_year is highly overall correlated with ovsea_movie_adnc_co and 4 other fields | High correlation |
ctprvn_nm is highly overall correlated with korea_movie_scrng_co and 3 other fields | High correlation |
base_mt is highly overall correlated with week_odr and 1 other fields | High correlation |
base_day is highly overall correlated with mt_week_odr | High correlation |
week_odr is highly overall correlated with base_mt and 1 other fields | High correlation |
korea_movie_adnc_co is highly overall correlated with movie_adnc_co and 2 other fields | High correlation |
ovsea_movie_adnc_co is highly overall correlated with movie_adnc_co and 3 other fields | High correlation |
movie_adnc_co is highly overall correlated with korea_movie_adnc_co and 5 other fields | High correlation |
korea_movie_sales_price is highly overall correlated with korea_movie_adnc_co and 2 other fields | High correlation |
ovsea_movie_sales_price is highly overall correlated with ovsea_movie_adnc_co and 3 other fields | High correlation |
movie_sales_price is highly overall correlated with korea_movie_adnc_co and 5 other fields | High correlation |
korea_movie_scrng_co is highly overall correlated with ctprvn_nm | High correlation |
ovsea_movie_scrng_co is highly overall correlated with movie_scrng_co and 1 other fields | High correlation |
movie_scrng_co is highly overall correlated with ovsea_movie_scrng_co and 1 other fields | High correlation |
base_quarter is highly overall correlated with base_mt and 1 other fields | High correlation |
mt_week_odr is highly overall correlated with base_day | High correlation |
ctprvn_nm is highly imbalanced (80.6%) | Imbalance |
korea_movie_adnc_co has unique values | Unique |
ovsea_movie_adnc_co has unique values | Unique |
movie_adnc_co has unique values | Unique |
korea_movie_sales_price has unique values | Unique |
ovsea_movie_sales_price has unique values | Unique |
movie_sales_price has unique values | Unique |
Reproduction
| Analysis started | 2023-12-10 10:14:56.215853 |
|---|---|
| Analysis finished | 2023-12-10 10:15:20.715960 |
| Duration | 24.5 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
base_year
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 2019 | |
|---|---|
| 2020 | |
| 2023 | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2023 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 50 | |
| 2020 | 47 | |
| 2023 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 50 | |
| 2020 | 47 | |
| 2023 | 3 | 3.0% |
base_quarter
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 2 | 26 | |
| 3 | 25 | |
| 4 | 22 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 2 | 26 | |
| 3 | 25 | |
| 4 | 22 |
base_mt
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.22 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 11.05 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.3802158 |
|---|---|
| Coefficient of variation (CV) | 0.54344305 |
| Kurtosis | -1.2067698 |
| Mean | 6.22 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.05133835 |
| Sum | 622 |
| Variance | 11.425859 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 9 | |
| 3 | 9 | |
| 4 | 9 | |
| 6 | 9 | |
| 7 | 9 | |
| 9 | 9 | |
| 10 | 9 | |
| 5 | 8 | |
| 11 | 8 | |
| Other values (2) | 12 |
| Value | Count | Frequency (%) |
| 1 | 9 | |
| 2 | 9 | |
| 3 | 9 | |
| 4 | 9 | |
| 5 | 8 | |
| 6 | 9 | |
| 7 | 9 | |
| 8 | 7 | |
| 9 | 9 | |
| 10 | 9 |
| Value | Count | Frequency (%) |
| 12 | 5 | |
| 11 | 8 | |
| 10 | 9 | |
| 9 | 9 | |
| 8 | 7 | |
| 7 | 9 | |
| 6 | 9 | |
| 5 | 8 | |
| 4 | 9 | |
| 3 | 9 |
base_day
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.96 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8.75 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15.25 |
Descriptive statistics
| Standard deviation | 8.9193015 |
|---|---|
| Coefficient of variation (CV) | 0.55885348 |
| Kurtosis | -1.1868654 |
| Mean | 15.96 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0025145561 |
| Sum | 1596 |
| Variance | 79.553939 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 7 | 5 | 5.0% |
| 14 | 5 | 5.0% |
| 21 | 4 | 4.0% |
| 24 | 4 | 4.0% |
| 17 | 4 | 4.0% |
| 10 | 4 | 4.0% |
| 5 | 4 | 4.0% |
| 12 | 4 | 4.0% |
| 26 | 4 | 4.0% |
| 3 | 4 | 4.0% |
| Other values (21) | 58 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 3 | |
| 5 | 4 | |
| 6 | 1 | 1.0% |
| 7 | 5 | |
| 8 | 2 | 2.0% |
| 9 | 3 | |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 31 | 3 | |
| 30 | 3 | |
| 29 | 3 | |
| 28 | 4 | |
| 27 | 2 | |
| 26 | 4 | |
| 25 | 3 | |
| 24 | 4 | |
| 23 | 3 | |
| 22 | 3 |
mt_week_odr
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 1 | |
|---|---|
| 3 | |
| 4 | |
| 2 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 3 | 24 | |
| 4 | 22 | |
| 2 | 22 | |
| 5 | 8 | 8.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 3 | 24 | |
| 4 | 22 | |
| 2 | 22 | |
| 5 | 8 | 8.0% |
week_odr
Real number (ℝ)
HIGH CORRELATION
| Distinct | 52 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.3 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.95 |
| Q1 | 12.75 |
| median | 25 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 25.25 |
Descriptive statistics
| Standard deviation | 14.655299 |
|---|---|
| Coefficient of variation (CV) | 0.57926082 |
| Kurtosis | -1.2090155 |
| Mean | 25.3 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.052283802 |
| Sum | 2530 |
| Variance | 214.77778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 3 | 3.0% |
| 6 | 3 | 3.0% |
| 7 | 3 | 3.0% |
| 1 | 2 | 2.0% |
| 39 | 2 | 2.0% |
| 30 | 2 | 2.0% |
| 31 | 2 | 2.0% |
| 33 | 2 | 2.0% |
| 34 | 2 | 2.0% |
| 35 | 2 | 2.0% |
| Other values (42) | 77 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 2 | 1 | 1.0% |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 1 | 1.0% |
| 9 | 2 | |
| 10 | 2 |
| Value | Count | Frequency (%) |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 48 | 2 | |
| 47 | 2 | |
| 46 | 2 | |
| 45 | 2 | |
| 44 | 2 | |
| 43 | 2 |
ctprvn_nm
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 강원도 | |
|---|---|
| 충청북도 | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.03 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 강원도 |
|---|---|
| 2nd row | 충청북도 |
| 3rd row | 강원도 |
| 4th row | 강원도 |
| 5th row | 강원도 |
Common Values
| Value | Count | Frequency (%) |
| 강원도 | 97 | |
| 충청북도 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 강원도 | 97 | |
| 충청북도 | 3 | 3.0% |
korea_movie_adnc_co
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37834.52 |
| Minimum | 126 |
|---|---|
| Maximum | 180464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 126 |
|---|---|
| 5-th percentile | 641.75 |
| Q1 | 7919.5 |
| median | 25305.5 |
| Q3 | 50630.5 |
| 95-th percentile | 132719.3 |
| Maximum | 180464 |
| Range | 180338 |
| Interquartile range (IQR) | 42711 |
Descriptive statistics
| Standard deviation | 40941.679 |
|---|---|
| Coefficient of variation (CV) | 1.082125 |
| Kurtosis | 2.3531145 |
| Mean | 37834.52 |
| Median Absolute Deviation (MAD) | 18563 |
| Skewness | 1.6483684 |
| Sum | 3783452 |
| Variance | 1.676221 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29300 | 1 | 1.0% |
| 698 | 1 | 1.0% |
| 6894 | 1 | 1.0% |
| 618 | 1 | 1.0% |
| 568 | 1 | 1.0% |
| 643 | 1 | 1.0% |
| 1651 | 1 | 1.0% |
| 1910 | 1 | 1.0% |
| 1625 | 1 | 1.0% |
| 701 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 338 | 1 | |
| 568 | 1 | |
| 616 | 1 | |
| 618 | 1 | |
| 643 | 1 | |
| 698 | 1 | |
| 701 | 1 | |
| 860 | 1 | |
| 985 | 1 |
| Value | Count | Frequency (%) |
| 180464 | 1 | |
| 160071 | 1 | |
| 155929 | 1 | |
| 154885 | 1 | |
| 140382 | 1 | |
| 132316 | 1 | |
| 119952 | 1 | |
| 116565 | 1 | |
| 114372 | 1 | |
| 108961 | 1 |
ovsea_movie_adnc_co
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29637.97 |
| Minimum | 1520 |
|---|---|
| Maximum | 180661 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1520 |
|---|---|
| 5-th percentile | 2222.2 |
| Q1 | 4433.75 |
| median | 14679 |
| Q3 | 42343.25 |
| 95-th percentile | 110486.25 |
| Maximum | 180661 |
| Range | 179141 |
| Interquartile range (IQR) | 37909.5 |
Descriptive statistics
| Standard deviation | 36542.142 |
|---|---|
| Coefficient of variation (CV) | 1.2329502 |
| Kurtosis | 4.378187 |
| Mean | 29637.97 |
| Median Absolute Deviation (MAD) | 12059.5 |
| Skewness | 2.0166892 |
| Sum | 2963797 |
| Variance | 1.3353281 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 69717 | 1 | 1.0% |
| 3953 | 1 | 1.0% |
| 3646 | 1 | 1.0% |
| 4834 | 1 | 1.0% |
| 4439 | 1 | 1.0% |
| 3772 | 1 | 1.0% |
| 5226 | 1 | 1.0% |
| 5318 | 1 | 1.0% |
| 2233 | 1 | 1.0% |
| 2376 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1520 | 1 | |
| 1670 | 1 | |
| 1686 | 1 | |
| 1693 | 1 | |
| 2093 | 1 | |
| 2229 | 1 | |
| 2233 | 1 | |
| 2376 | 1 | |
| 2492 | 1 | |
| 2538 | 1 |
| Value | Count | Frequency (%) |
| 180661 | 1 | |
| 164920 | 1 | |
| 137837 | 1 | |
| 125218 | 1 | |
| 114709 | 1 | |
| 110264 | 1 | |
| 87068 | 1 | |
| 85432 | 1 | |
| 78668 | 1 | |
| 78469 | 1 |
movie_adnc_co
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67472.49 |
| Minimum | 2219 |
|---|---|
| Maximum | 203639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2219 |
|---|---|
| 5-th percentile | 4387.15 |
| Q1 | 15774.5 |
| median | 62450 |
| Q3 | 98330.75 |
| 95-th percentile | 179307.55 |
| Maximum | 203639 |
| Range | 201420 |
| Interquartile range (IQR) | 82556.25 |
Descriptive statistics
| Standard deviation | 56287.976 |
|---|---|
| Coefficient of variation (CV) | 0.83423594 |
| Kurtosis | -0.38363615 |
| Mean | 67472.49 |
| Median Absolute Deviation (MAD) | 45940 |
| Skewness | 0.74960596 |
| Sum | 6747249 |
| Variance | 3.1683362 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99017 | 1 | 1.0% |
| 4651 | 1 | 1.0% |
| 10540 | 1 | 1.0% |
| 5452 | 1 | 1.0% |
| 5007 | 1 | 1.0% |
| 4415 | 1 | 1.0% |
| 6877 | 1 | 1.0% |
| 7228 | 1 | 1.0% |
| 3858 | 1 | 1.0% |
| 3077 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2219 | 1 | |
| 2901 | 1 | |
| 3077 | 1 | |
| 3531 | 1 | |
| 3858 | 1 | |
| 4415 | 1 | |
| 4651 | 1 | |
| 5007 | 1 | |
| 5436 | 1 | |
| 5452 | 1 |
| Value | Count | Frequency (%) |
| 203639 | 1 | |
| 201368 | 1 | |
| 193955 | 1 | |
| 190618 | 1 | |
| 182320 | 1 | |
| 179149 | 1 | |
| 171630 | 1 | |
| 171476 | 1 | |
| 165175 | 1 | |
| 161961 | 1 |
korea_movie_sales_price
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0283951 × 108 |
| Minimum | 864500 |
|---|---|
| Maximum | 1.4373096 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 864500 |
|---|---|
| 5-th percentile | 5135749 |
| Q1 | 67591748 |
| median | 1.9718641 × 108 |
| Q3 | 3.9556256 × 108 |
| 95-th percentile | 1.0178468 × 109 |
| Maximum | 1.4373096 × 109 |
| Range | 1.4364451 × 109 |
| Interquartile range (IQR) | 3.2797081 × 108 |
Descriptive statistics
| Standard deviation | 3.2845088 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.0845708 |
| Kurtosis | 2.487059 |
| Mean | 3.0283951 × 108 |
| Median Absolute Deviation (MAD) | 1.5605234 × 108 |
| Skewness | 1.6806741 |
| Sum | 3.0283951 × 1010 |
| Variance | 1.0787998 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 237617500 | 1 | 1.0% |
| 4936040 | 1 | 1.0% |
| 60960960 | 1 | 1.0% |
| 4319260 | 1 | 1.0% |
| 3916000 | 1 | 1.0% |
| 5146260 | 1 | 1.0% |
| 12859720 | 1 | 1.0% |
| 15850000 | 1 | 1.0% |
| 9022820 | 1 | 1.0% |
| 6255500 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 864500 | 1 | |
| 2257540 | 1 | |
| 3916000 | 1 | |
| 4319260 | 1 | |
| 4936040 | 1 | |
| 5146260 | 1 | |
| 5810680 | 1 | |
| 6255500 | 1 | |
| 6298997 | 1 | |
| 7559300 | 1 |
| Value | Count | Frequency (%) |
| 1437309640 | 1 | |
| 1306478680 | 1 | |
| 1293268740 | 1 | |
| 1226227180 | 1 | |
| 1170605980 | 1 | |
| 1009806850 | 1 | |
| 953444380 | 1 | |
| 947271340 | 1 | |
| 899366840 | 1 | |
| 872471400 | 1 |
ovsea_movie_sales_price
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3593547 × 108 |
| Minimum | 12054230 |
|---|---|
| Maximum | 1.4668362 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 12054230 |
|---|---|
| 5-th percentile | 16364095 |
| Q1 | 35761720 |
| median | 1.1474144 × 108 |
| Q3 | 3.3446429 × 108 |
| 95-th percentile | 8.5162617 × 108 |
| Maximum | 1.4668362 × 109 |
| Range | 1.454782 × 109 |
| Interquartile range (IQR) | 2.9870257 × 108 |
Descriptive statistics
| Standard deviation | 2.9034411 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.2306082 |
| Kurtosis | 4.6361353 |
| Mean | 2.3593547 × 108 |
| Median Absolute Deviation (MAD) | 93673995 |
| Skewness | 2.0427716 |
| Sum | 2.3593547 × 1010 |
| Variance | 8.4299701 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 553364650 | 1 | 1.0% |
| 31164980 | 1 | 1.0% |
| 27762600 | 1 | 1.0% |
| 35979460 | 1 | 1.0% |
| 35108500 | 1 | 1.0% |
| 32464600 | 1 | 1.0% |
| 42189380 | 1 | 1.0% |
| 39925380 | 1 | 1.0% |
| 15200440 | 1 | 1.0% |
| 18436460 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 12054230 | 1 | |
| 12616820 | 1 | |
| 13075390 | 1 | |
| 14086620 | 1 | |
| 15200440 | 1 | |
| 16425340 | 1 | |
| 17238030 | 1 | |
| 18107860 | 1 | |
| 18436460 | 1 | |
| 19488380 | 1 |
| Value | Count | Frequency (%) |
| 1466836180 | 1 | |
| 1316875090 | 1 | |
| 1080266800 | 1 | |
| 1010764560 | 1 | |
| 876567950 | 1 | |
| 850313440 | 1 | |
| 675318370 | 1 | |
| 674066790 | 1 | |
| 649465710 | 1 | |
| 611260720 | 1 |
movie_sales_price
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3877497 × 108 |
| Minimum | 18972360 |
|---|---|
| Maximum | 1.686329 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 18972360 |
|---|---|
| 5-th percentile | 37535368 |
| Q1 | 1.3187563 × 108 |
| median | 4.7822544 × 108 |
| Q3 | 7.9488197 × 108 |
| 95-th percentile | 1.3751386 × 109 |
| Maximum | 1.686329 × 109 |
| Range | 1.6673566 × 109 |
| Interquartile range (IQR) | 6.6300634 × 108 |
Descriptive statistics
| Standard deviation | 4.445848 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.82517716 |
| Kurtosis | -0.27237082 |
| Mean | 5.3877497 × 108 |
| Median Absolute Deviation (MAD) | 3.4085913 × 108 |
| Skewness | 0.77469011 |
| Sum | 5.3877497 × 1010 |
| Variance | 1.9765564 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 790982150 | 1 | 1.0% |
| 36101020 | 1 | 1.0% |
| 88723560 | 1 | 1.0% |
| 40298720 | 1 | 1.0% |
| 39024500 | 1 | 1.0% |
| 37610860 | 1 | 1.0% |
| 55049100 | 1 | 1.0% |
| 55775380 | 1 | 1.0% |
| 24223260 | 1 | 1.0% |
| 24691960 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 18972360 | 1 | |
| 24071780 | 1 | |
| 24223260 | 1 | |
| 24691960 | 1 | |
| 36101020 | 1 | |
| 37610860 | 1 | |
| 38507085 | 1 | |
| 39024500 | 1 | |
| 40298720 | 1 | |
| 42706720 | 1 |
| Value | Count | Frequency (%) |
| 1686329000 | 1 | |
| 1613614990 | 1 | |
| 1560726970 | 1 | |
| 1494361640 | 1 | |
| 1415148210 | 1 | |
| 1373032780 | 1 | |
| 1369094110 | 1 | |
| 1346316850 | 1 | |
| 1334743820 | 1 | |
| 1293458350 | 1 |
korea_movie_scrng_co
Real number (ℝ)
HIGH CORRELATION
| Distinct | 50 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.77 |
| Minimum | 9 |
|---|---|
| Maximum | 117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 29.9 |
| Q1 | 43 |
| median | 52 |
| Q3 | 71.25 |
| 95-th percentile | 90.15 |
| Maximum | 117 |
| Range | 108 |
| Interquartile range (IQR) | 28.25 |
Descriptive statistics
| Standard deviation | 20.154381 |
|---|---|
| Coefficient of variation (CV) | 0.35501817 |
| Kurtosis | -0.043623035 |
| Mean | 56.77 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.59327435 |
| Sum | 5677 |
| Variance | 406.19909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 43 | 4 | 4.0% |
| 52 | 4 | 4.0% |
| 55 | 4 | 4.0% |
| 50 | 4 | 4.0% |
| 44 | 3 | 3.0% |
| 81 | 3 | 3.0% |
| 87 | 3 | 3.0% |
| 33 | 3 | 3.0% |
| 49 | 3 | 3.0% |
| 57 | 3 | 3.0% |
| Other values (40) | 66 |
| Value | Count | Frequency (%) |
| 9 | 1 | 1.0% |
| 25 | 1 | 1.0% |
| 26 | 1 | 1.0% |
| 28 | 2 | |
| 30 | 1 | 1.0% |
| 33 | 3 | |
| 34 | 2 | |
| 37 | 2 | |
| 38 | 3 | |
| 39 | 2 |
| Value | Count | Frequency (%) |
| 117 | 1 | 1.0% |
| 99 | 2 | |
| 97 | 1 | 1.0% |
| 93 | 1 | 1.0% |
| 90 | 1 | 1.0% |
| 89 | 2 | |
| 88 | 2 | |
| 87 | 3 | |
| 85 | 1 | 1.0% |
| 84 | 1 | 1.0% |
ovsea_movie_scrng_co
Real number (ℝ)
HIGH CORRELATION
| Distinct | 61 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.13 |
| Minimum | 18 |
|---|---|
| Maximum | 188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 64.95 |
| Q1 | 80.75 |
| median | 97.5 |
| Q3 | 119 |
| 95-th percentile | 159.3 |
| Maximum | 188 |
| Range | 170 |
| Interquartile range (IQR) | 38.25 |
Descriptive statistics
| Standard deviation | 29.307377 |
|---|---|
| Coefficient of variation (CV) | 0.28979904 |
| Kurtosis | 0.68669036 |
| Mean | 101.13 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.54092732 |
| Sum | 10113 |
| Variance | 858.92232 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 82 | 4 | 4.0% |
| 106 | 4 | 4.0% |
| 101 | 4 | 4.0% |
| 95 | 3 | 3.0% |
| 102 | 3 | 3.0% |
| 81 | 3 | 3.0% |
| 73 | 3 | 3.0% |
| 80 | 3 | 3.0% |
| 88 | 3 | 3.0% |
| 78 | 3 | 3.0% |
| Other values (51) | 67 |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 43 | 1 | |
| 58 | 1 | |
| 59 | 1 | |
| 64 | 1 | |
| 65 | 2 | |
| 66 | 1 | |
| 70 | 1 | |
| 71 | 2 | |
| 72 | 1 |
| Value | Count | Frequency (%) |
| 188 | 1 | |
| 168 | 1 | |
| 167 | 1 | |
| 166 | 1 | |
| 165 | 1 | |
| 159 | 1 | |
| 157 | 2 | |
| 152 | 1 | |
| 138 | 1 | |
| 136 | 1 |
movie_scrng_co
Real number (ℝ)
HIGH CORRELATION
| Distinct | 65 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.9 |
| Minimum | 27 |
|---|---|
| Maximum | 233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 113.95 |
| Q1 | 139 |
| median | 157 |
| Q3 | 174.5 |
| 95-th percentile | 211.05 |
| Maximum | 233 |
| Range | 206 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 31.086552 |
|---|---|
| Coefficient of variation (CV) | 0.19687494 |
| Kurtosis | 2.2915679 |
| Mean | 157.9 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.4912196 |
| Sum | 15790 |
| Variance | 966.37374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 165 | 4 | 4.0% |
| 139 | 3 | 3.0% |
| 156 | 3 | 3.0% |
| 185 | 3 | 3.0% |
| 168 | 3 | 3.0% |
| 155 | 3 | 3.0% |
| 149 | 2 | 2.0% |
| 174 | 2 | 2.0% |
| 142 | 2 | 2.0% |
| 176 | 2 | 2.0% |
| Other values (55) | 73 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 100 | 1 | |
| 101 | 1 | |
| 103 | 1 | |
| 113 | 1 | |
| 114 | 2 | |
| 115 | 1 | |
| 121 | 2 | |
| 123 | 2 | |
| 124 | 1 |
| Value | Count | Frequency (%) |
| 233 | 1 | |
| 220 | 1 | |
| 216 | 1 | |
| 212 | 2 | |
| 211 | 1 | |
| 209 | 1 | |
| 206 | 1 | |
| 204 | 1 | |
| 200 | 1 | |
| 196 | 1 |
| base_year | base_quarter | base_mt | base_day | mt_week_odr | week_odr | ctprvn_nm | korea_movie_adnc_co | ovsea_movie_adnc_co | movie_adnc_co | korea_movie_sales_price | ovsea_movie_sales_price | movie_sales_price | korea_movie_scrng_co | ovsea_movie_scrng_co | movie_scrng_co | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| base_year | 1.000 | 0.154 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.606 | 0.666 | 0.720 | 0.403 | 0.674 | 0.698 | 0.532 | 0.575 | 0.538 |
| base_quarter | 0.154 | 1.000 | 1.000 | 0.000 | 0.000 | 0.964 | 0.352 | 0.000 | 0.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.550 | 0.309 | 0.473 |
| base_mt | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.980 | 0.308 | 0.000 | 0.199 | 0.000 | 0.289 | 0.258 | 0.246 | 0.566 | 0.500 | 0.165 |
| base_day | 0.000 | 0.000 | 0.000 | 1.000 | 0.985 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 0.241 | 0.000 |
| mt_week_odr | 0.000 | 0.000 | 0.000 | 0.985 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| week_odr | 0.000 | 0.964 | 0.980 | 0.000 | 0.000 | 1.000 | 0.189 | 0.000 | 0.240 | 0.000 | 0.358 | 0.277 | 0.349 | 0.619 | 0.507 | 0.444 |
| ctprvn_nm | 1.000 | 0.352 | 0.308 | 0.000 | 0.000 | 0.189 | 1.000 | 0.000 | 0.000 | 0.278 | 0.000 | 0.000 | 0.000 | 0.696 | 0.696 | 0.722 |
| korea_movie_adnc_co | 0.606 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.217 | 0.751 | 0.962 | 0.000 | 0.774 | 0.000 | 0.313 | 0.231 |
| ovsea_movie_adnc_co | 0.666 | 0.000 | 0.199 | 0.000 | 0.000 | 0.240 | 0.000 | 0.217 | 1.000 | 0.655 | 0.326 | 0.990 | 0.678 | 0.000 | 0.000 | 0.000 |
| movie_adnc_co | 0.720 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.278 | 0.751 | 0.655 | 1.000 | 0.859 | 0.816 | 0.991 | 0.075 | 0.113 | 0.000 |
| korea_movie_sales_price | 0.403 | 0.000 | 0.289 | 0.000 | 0.000 | 0.358 | 0.000 | 0.962 | 0.326 | 0.859 | 1.000 | 0.000 | 0.883 | 0.000 | 0.556 | 0.380 |
| ovsea_movie_sales_price | 0.674 | 0.000 | 0.258 | 0.093 | 0.000 | 0.277 | 0.000 | 0.000 | 0.990 | 0.816 | 0.000 | 1.000 | 0.838 | 0.000 | 0.000 | 0.000 |
| movie_sales_price | 0.698 | 0.000 | 0.246 | 0.000 | 0.000 | 0.349 | 0.000 | 0.774 | 0.678 | 0.991 | 0.883 | 0.838 | 1.000 | 0.000 | 0.000 | 0.000 |
| korea_movie_scrng_co | 0.532 | 0.550 | 0.566 | 0.000 | 0.000 | 0.619 | 0.696 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 1.000 | 0.806 | 0.665 |
| ovsea_movie_scrng_co | 0.575 | 0.309 | 0.500 | 0.241 | 0.000 | 0.507 | 0.696 | 0.313 | 0.000 | 0.113 | 0.556 | 0.000 | 0.000 | 0.806 | 1.000 | 0.792 |
| movie_scrng_co | 0.538 | 0.473 | 0.165 | 0.000 | 0.000 | 0.444 | 0.722 | 0.231 | 0.000 | 0.000 | 0.380 | 0.000 | 0.000 | 0.665 | 0.792 | 1.000 |
| base_year | mt_week_odr | ctprvn_nm | base_quarter | |
|---|---|---|---|---|
| base_year | 1.000 | 0.000 | 0.995 | 0.144 |
| mt_week_odr | 0.000 | 1.000 | 0.000 | 0.000 |
| ctprvn_nm | 0.995 | 0.000 | 1.000 | 0.232 |
| base_quarter | 0.144 | 0.000 | 0.232 | 1.000 |
| base_mt | base_day | week_odr | korea_movie_adnc_co | ovsea_movie_adnc_co | movie_adnc_co | korea_movie_sales_price | ovsea_movie_sales_price | movie_sales_price | korea_movie_scrng_co | ovsea_movie_scrng_co | movie_scrng_co | base_year | base_quarter | mt_week_odr | ctprvn_nm | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| base_mt | 1.000 | -0.042 | 0.940 | 0.085 | -0.013 | 0.087 | 0.077 | -0.028 | 0.086 | 0.388 | -0.185 | 0.147 | 0.000 | 0.968 | 0.000 | 0.225 |
| base_day | -0.042 | 1.000 | -0.017 | 0.114 | -0.052 | 0.059 | 0.106 | -0.062 | 0.050 | 0.097 | 0.045 | 0.091 | 0.000 | 0.000 | 0.801 | 0.000 |
| week_odr | 0.940 | -0.017 | 1.000 | 0.040 | -0.050 | 0.044 | 0.033 | -0.065 | 0.042 | 0.429 | -0.180 | 0.189 | 0.000 | 0.872 | 0.000 | 0.136 |
| korea_movie_adnc_co | 0.085 | 0.114 | 0.040 | 1.000 | 0.374 | 0.788 | 0.998 | 0.351 | 0.789 | 0.288 | -0.463 | -0.340 | 0.318 | 0.000 | 0.000 | 0.000 |
| ovsea_movie_adnc_co | -0.013 | -0.052 | -0.050 | 0.374 | 1.000 | 0.784 | 0.355 | 0.998 | 0.782 | 0.101 | -0.181 | -0.167 | 0.532 | 0.000 | 0.000 | 0.000 |
| movie_adnc_co | 0.087 | 0.059 | 0.044 | 0.788 | 0.784 | 1.000 | 0.775 | 0.769 | 0.999 | 0.222 | -0.368 | -0.304 | 0.562 | 0.063 | 0.000 | 0.204 |
| korea_movie_sales_price | 0.077 | 0.106 | 0.033 | 0.998 | 0.355 | 0.775 | 1.000 | 0.334 | 0.777 | 0.279 | -0.473 | -0.356 | 0.260 | 0.000 | 0.000 | 0.000 |
| ovsea_movie_sales_price | -0.028 | -0.062 | -0.065 | 0.351 | 0.998 | 0.769 | 0.334 | 1.000 | 0.768 | 0.097 | -0.186 | -0.173 | 0.508 | 0.000 | 0.000 | 0.000 |
| movie_sales_price | 0.086 | 0.050 | 0.042 | 0.789 | 0.782 | 0.999 | 0.777 | 0.768 | 1.000 | 0.219 | -0.379 | -0.314 | 0.537 | 0.000 | 0.000 | 0.000 |
| korea_movie_scrng_co | 0.388 | 0.097 | 0.429 | 0.288 | 0.101 | 0.222 | 0.279 | 0.097 | 0.219 | 1.000 | -0.269 | 0.356 | 0.362 | 0.349 | 0.000 | 0.520 |
| ovsea_movie_scrng_co | -0.185 | 0.045 | -0.180 | -0.463 | -0.181 | -0.368 | -0.473 | -0.186 | -0.379 | -0.269 | 1.000 | 0.728 | 0.403 | 0.181 | 0.000 | 0.520 |
| movie_scrng_co | 0.147 | 0.091 | 0.189 | -0.340 | -0.167 | -0.304 | -0.356 | -0.173 | -0.314 | 0.356 | 0.728 | 1.000 | 0.393 | 0.220 | 0.000 | 0.535 |
| base_year | 0.000 | 0.000 | 0.000 | 0.318 | 0.532 | 0.562 | 0.260 | 0.508 | 0.537 | 0.362 | 0.403 | 0.393 | 1.000 | 0.144 | 0.000 | 0.995 |
| base_quarter | 0.968 | 0.000 | 0.872 | 0.000 | 0.000 | 0.063 | 0.000 | 0.000 | 0.000 | 0.349 | 0.181 | 0.220 | 0.144 | 1.000 | 0.000 | 0.232 |
| mt_week_odr | 0.000 | 0.801 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| ctprvn_nm | 0.225 | 0.000 | 0.136 | 0.000 | 0.000 | 0.204 | 0.000 | 0.000 | 0.000 | 0.520 | 0.520 | 0.535 | 0.995 | 0.232 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| base_year | base_quarter | base_mt | base_day | mt_week_odr | week_odr | ctprvn_nm | korea_movie_adnc_co | ovsea_movie_adnc_co | movie_adnc_co | korea_movie_sales_price | ovsea_movie_sales_price | movie_sales_price | korea_movie_scrng_co | ovsea_movie_scrng_co | movie_scrng_co | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019 | 1 | 1 | 1 | 1 | 1 | 강원도 | 29300 | 69717 | 99017 | 237617500 | 553364650 | 790982150 | 43 | 108 | 151 |
| 1 | 2023 | 1 | 1 | 31 | 1 | 5 | 충청북도 | 10851 | 23338 | 34189 | 115657347 | 245285288 | 360942635 | 49 | 107 | 156 |
| 2 | 2019 | 1 | 1 | 15 | 3 | 3 | 강원도 | 54527 | 24473 | 79000 | 430825560 | 191916920 | 622742480 | 43 | 102 | 145 |
| 3 | 2019 | 1 | 1 | 22 | 4 | 4 | 강원도 | 116565 | 9210 | 125775 | 953444380 | 67738450 | 1021182830 | 49 | 107 | 156 |
| 4 | 2019 | 1 | 1 | 29 | 1 | 5 | 강원도 | 180464 | 23175 | 203639 | 1437309640 | 176305350 | 1613614990 | 57 | 82 | 139 |
| 5 | 2019 | 1 | 2 | 5 | 2 | 6 | 강원도 | 154885 | 46483 | 201368 | 1293268740 | 393060260 | 1686329000 | 52 | 71 | 123 |
| 6 | 2019 | 1 | 2 | 12 | 3 | 7 | 강원도 | 74173 | 27775 | 101948 | 582631170 | 224503860 | 807135030 | 44 | 97 | 141 |
| 7 | 2023 | 1 | 2 | 7 | 2 | 6 | 충청북도 | 6827 | 27209 | 34036 | 71538986 | 304396965 | 375935951 | 64 | 129 | 193 |
| 8 | 2019 | 1 | 2 | 26 | 1 | 9 | 강원도 | 83250 | 10111 | 93361 | 634567180 | 73149790 | 707716970 | 52 | 133 | 185 |
| 9 | 2019 | 1 | 3 | 5 | 2 | 10 | 강원도 | 19478 | 78469 | 97947 | 157115710 | 649465710 | 806581420 | 48 | 80 | 128 |
| base_year | base_quarter | base_mt | base_day | mt_week_odr | week_odr | ctprvn_nm | korea_movie_adnc_co | ovsea_movie_adnc_co | movie_adnc_co | korea_movie_sales_price | ovsea_movie_sales_price | movie_sales_price | korea_movie_scrng_co | ovsea_movie_scrng_co | movie_scrng_co | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 2020 | 3 | 9 | 22 | 4 | 39 | 강원도 | 7243 | 5412 | 12655 | 61392350 | 45592190 | 106984540 | 55 | 66 | 121 |
| 91 | 2020 | 3 | 9 | 29 | 1 | 40 | 강원도 | 37910 | 8858 | 46768 | 358285510 | 72873670 | 431159180 | 81 | 73 | 154 |
| 92 | 2020 | 4 | 10 | 6 | 2 | 41 | 강원도 | 15327 | 5374 | 20701 | 137437270 | 43963550 | 181400820 | 81 | 98 | 179 |
| 93 | 2020 | 4 | 10 | 13 | 3 | 42 | 강원도 | 13254 | 2229 | 15483 | 116090810 | 17238030 | 133328840 | 66 | 93 | 159 |
| 94 | 2020 | 4 | 10 | 20 | 4 | 43 | 강원도 | 18115 | 1520 | 19635 | 149847550 | 12054230 | 161901780 | 69 | 90 | 159 |
| 95 | 2020 | 4 | 10 | 27 | 1 | 44 | 강원도 | 17576 | 1670 | 19246 | 145038810 | 13075390 | 158114200 | 87 | 81 | 168 |
| 96 | 2020 | 4 | 11 | 3 | 2 | 45 | 강원도 | 23385 | 2492 | 25877 | 195954800 | 16425340 | 212380140 | 71 | 92 | 163 |
| 97 | 2020 | 4 | 11 | 10 | 3 | 46 | 강원도 | 17916 | 1693 | 19609 | 146863340 | 12616820 | 159480160 | 84 | 112 | 196 |
| 98 | 2020 | 4 | 11 | 17 | 4 | 47 | 강원도 | 12085 | 3652 | 15737 | 98002810 | 29513180 | 127515990 | 99 | 121 | 220 |
| 99 | 2020 | 4 | 11 | 24 | 5 | 48 | 강원도 | 8145 | 2786 | 10931 | 64239330 | 22770080 | 87009410 | 88 | 128 | 216 |