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 | 13.9 KiB |
| Average record size in memory | 142.3 B |
Variable types
| Categorical | 4 |
|---|---|
| Text | 1 |
| Numeric | 11 |
Dataset
| Description | Sample |
|---|---|
| Author | 한국문화정보원 |
| URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=c63b8541-2153-4da6-8c8f-b09972ec544b |
file_name has constant value "" | Constant |
base_ymd has constant value "" | Constant |
signgu_cd is highly overall correlated with residnt_2030_cnt and 4 other fields | High correlation |
residnt_2030_cnt is highly overall correlated with signgu_cd and 6 other fields | High correlation |
ibllbr_fclt_cnt is highly overall correlated with signgu_cd and 4 other fields | High correlation |
museum_fclt_cnt is highly overall correlated with fclt_cnt and 1 other fields | High correlation |
artgr_fclt_cnt is highly overall correlated with fclt_cnt and 1 other fields | High correlation |
fclt_cnt is highly overall correlated with residnt_2030_cnt and 4 other fields | High correlation |
ibllbr_rate is highly overall correlated with residnt_2030_cnt and 3 other fields | High correlation |
museum_rate is highly overall correlated with residnt_2030_cnt and 4 other fields | High correlation |
artgr_rate is highly overall correlated with artgr_fclt_cnt | High correlation |
prfplc_rate is highly overall correlated with signgu_cd and 5 other fields | High correlation |
fclt_rate is highly overall correlated with signgu_cd and 5 other fields | High correlation |
ctprvn_nm is highly overall correlated with signgu_cd | High correlation |
prfplc_fclt_cnt is highly overall correlated with fclt_cnt | High correlation |
signgu_cd has unique values | Unique |
residnt_2030_cnt has unique values | Unique |
ibllbr_rate has unique values | Unique |
fclt_rate has unique values | Unique |
museum_fclt_cnt has 14 (14.0%) zeros | Zeros |
artgr_fclt_cnt has 53 (53.0%) zeros | Zeros |
museum_rate has 14 (14.0%) zeros | Zeros |
artgr_rate has 53 (53.0%) zeros | Zeros |
prfplc_rate has 12 (12.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 10:19:30.888225 |
|---|---|
| Analysis finished | 2023-12-10 10:19:51.845457 |
| Duration | 20.96 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
ctprvn_nm
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 경기도 | |
|---|---|
| 경상남도 | |
| 경상북도 | |
| 강원도 | |
| 충청북도 | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.44 |
| 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 (%) |
| 경기도 | 40 | |
| 경상남도 | 22 | |
| 경상북도 | 19 | |
| 강원도 | 16 | 16.0% |
| 충청북도 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 경기도 | 40 | |
| 경상남도 | 22 | |
| 경상북도 | 19 | |
| 강원도 | 16 | 16.0% |
| 충청북도 | 3 | 3.0% |
signgu_nm
Text
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 4.02 |
| Min length | 3 |
Characters and Unicode
| Total characters | 402 |
|---|---|
| Distinct characters | 93 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 98 ? |
|---|---|
| Unique (%) | 98.0% |
Sample
| 1st row | 춘천시 |
|---|---|
| 2nd row | 괴산군 |
| 3rd row | 강릉시 |
| 4th row | 동해시 |
| 5th row | 태백시 |
| Value | Count | Frequency (%) |
| 창원시 | 5 | 4.0% |
| 수원시 | 4 | 3.2% |
| 성남시 | 3 | 2.4% |
| 용인시 | 3 | 2.4% |
| 고양시 | 3 | 2.4% |
| 고성군 | 2 | 1.6% |
| 안산시 | 2 | 1.6% |
| 포항시 | 2 | 1.6% |
| 안양시 | 2 | 1.6% |
| 군위군 | 1 | 0.8% |
| Other values (97) | 97 |
Most occurring characters
| Value | Count | Frequency (%) |
| 시 | 67 | 16.7% |
| 군 | 36 | 9.0% |
| 구 | 27 | 6.7% |
| 24 | 6.0% | |
| 양 | 17 | 4.2% |
| 원 | 13 | 3.2% |
| 산 | 12 | 3.0% |
| 성 | 12 | 3.0% |
| 천 | 11 | 2.7% |
| 안 | 10 | 2.5% |
| Other values (83) | 173 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 378 | |
| Space Separator | 24 | 6.0% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 67 | |
| 군 | 36 | 9.5% |
| 구 | 27 | 7.1% |
| 양 | 17 | 4.5% |
| 원 | 13 | 3.4% |
| 산 | 12 | 3.2% |
| 성 | 12 | 3.2% |
| 천 | 11 | 2.9% |
| 안 | 10 | 2.6% |
| 창 | 9 | 2.4% |
| Other values (82) | 164 |
Space Separator
| Value | Count | Frequency (%) |
| 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 378 | |
| Common | 24 | 6.0% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 67 | |
| 군 | 36 | 9.5% |
| 구 | 27 | 7.1% |
| 양 | 17 | 4.5% |
| 원 | 13 | 3.4% |
| 산 | 12 | 3.2% |
| 성 | 12 | 3.2% |
| 천 | 11 | 2.9% |
| 안 | 10 | 2.6% |
| 창 | 9 | 2.4% |
| Other values (82) | 164 |
Common
| Value | Count | Frequency (%) |
| 24 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 378 | |
| ASCII | 24 | 6.0% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 시 | 67 | |
| 군 | 36 | 9.5% |
| 구 | 27 | 7.1% |
| 양 | 17 | 4.5% |
| 원 | 13 | 3.4% |
| 산 | 12 | 3.2% |
| 성 | 12 | 3.2% |
| 천 | 11 | 2.9% |
| 안 | 10 | 2.6% |
| 창 | 9 | 2.4% |
| Other values (82) | 164 |
ASCII
| Value | Count | Frequency (%) |
| 24 |
signgu_cd
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44349.84 |
| Minimum | 41111 |
|---|---|
| Maximum | 48890 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 41111 |
|---|---|
| 5-th percentile | 41132.9 |
| Q1 | 41445 |
| median | 42775 |
| Q3 | 47782.5 |
| 95-th percentile | 48840.5 |
| Maximum | 48890 |
| Range | 7779 |
| Interquartile range (IQR) | 6337.5 |
Descriptive statistics
| Standard deviation | 3132.8314 |
|---|---|
| Coefficient of variation (CV) | 0.070639069 |
| Kurtosis | -1.7665619 |
| Mean | 44349.84 |
| Median Absolute Deviation (MAD) | 1603 |
| Skewness | 0.32906346 |
| Sum | 4434984 |
| Variance | 9814632.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42110 | 1 | 1.0% |
| 48170 | 1 | 1.0% |
| 48820 | 1 | 1.0% |
| 48740 | 1 | 1.0% |
| 48730 | 1 | 1.0% |
| 48720 | 1 | 1.0% |
| 48330 | 1 | 1.0% |
| 48310 | 1 | 1.0% |
| 48270 | 1 | 1.0% |
| 48250 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 41111 | 1 | |
| 41113 | 1 | |
| 41115 | 1 | |
| 41117 | 1 | |
| 41131 | 1 | |
| 41133 | 1 | |
| 41135 | 1 | |
| 41150 | 1 | |
| 41171 | 1 | |
| 41173 | 1 |
| Value | Count | Frequency (%) |
| 48890 | 1 | |
| 48880 | 1 | |
| 48870 | 1 | |
| 48860 | 1 | |
| 48850 | 1 | |
| 48840 | 1 | |
| 48820 | 1 | |
| 48740 | 1 | |
| 48730 | 1 | |
| 48720 | 1 |
residnt_2030_cnt
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52420.99 |
| Minimum | 2171 |
|---|---|
| Maximum | 255142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2171 |
|---|---|
| 5-th percentile | 4598.1 |
| Q1 | 7737 |
| median | 41849.5 |
| Q3 | 79729.25 |
| 95-th percentile | 139275.7 |
| Maximum | 255142 |
| Range | 252971 |
| Interquartile range (IQR) | 71992.25 |
Descriptive statistics
| Standard deviation | 52046.924 |
|---|---|
| Coefficient of variation (CV) | 0.99286419 |
| Kurtosis | 2.2910369 |
| Mean | 52420.99 |
| Median Absolute Deviation (MAD) | 34945 |
| Skewness | 1.3850347 |
| Sum | 5242099 |
| Variance | 2.7088823 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 71508 | 1 | 1.0% |
| 86792 | 1 | 1.0% |
| 7822 | 1 | 1.0% |
| 10080 | 1 | 1.0% |
| 11187 | 1 | 1.0% |
| 3800 | 1 | 1.0% |
| 90165 | 1 | 1.0% |
| 61316 | 1 | 1.0% |
| 18140 | 1 | 1.0% |
| 138922 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 2171 | 1 | |
| 2846 | 1 | |
| 3426 | 1 | |
| 3800 | 1 | |
| 4296 | 1 | |
| 4614 | 1 | |
| 4751 | 1 | |
| 4792 | 1 | |
| 4870 | 1 | |
| 5096 | 1 |
| Value | Count | Frequency (%) |
| 255142 | 1 | |
| 234176 | 1 | |
| 174576 | 1 | |
| 152874 | 1 | |
| 145996 | 1 | |
| 138922 | 1 | |
| 135987 | 1 | |
| 130609 | 1 | |
| 126747 | 1 | |
| 124267 | 1 |
ibllbr_fclt_cnt
Real number (ℝ)
HIGH CORRELATION
| Distinct | 14 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.56 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1982318 |
|---|---|
| Coefficient of variation (CV) | 0.70136663 |
| Kurtosis | 2.346961 |
| Mean | 4.56 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.4024466 |
| Sum | 456 |
| Variance | 10.228687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2 | 18 | |
| 3 | 17 | |
| 1 | 13 | |
| 5 | 12 | |
| 6 | 10 | |
| 4 | 8 | |
| 7 | 8 | |
| 8 | 5 | 5.0% |
| 9 | 2 | 2.0% |
| 15 | 2 | 2.0% |
| Other values (4) | 5 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 18 | |
| 3 | 17 | |
| 4 | 8 | |
| 5 | 12 | |
| 6 | 10 | |
| 7 | 8 | |
| 8 | 5 | 5.0% |
| 9 | 2 | 2.0% |
| 10 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 16 | 1 | 1.0% |
| 15 | 2 | 2.0% |
| 12 | 1 | 1.0% |
| 11 | 2 | 2.0% |
| 10 | 1 | 1.0% |
| 9 | 2 | 2.0% |
| 8 | 5 | |
| 7 | 8 | |
| 6 | 10 | |
| 5 | 12 |
museum_fclt_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.56 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 14 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 9.1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.8067457 |
|---|---|
| Coefficient of variation (CV) | 1.0693106 |
| Kurtosis | 6.1638727 |
| Mean | 3.56 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 2.161073 |
| Sum | 356 |
| Variance | 14.491313 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 2 | 24 | |
| 1 | 18 | |
| 0 | 14 | |
| 3 | 8 | 8.0% |
| 4 | 7 | 7.0% |
| 6 | 7 | 7.0% |
| 5 | 6 | 6.0% |
| 9 | 5 | 5.0% |
| 7 | 5 | 5.0% |
| 11 | 1 | 1.0% |
| Other values (5) | 5 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1 | 18 | |
| 2 | 24 | |
| 3 | 8 | 8.0% |
| 4 | 7 | 7.0% |
| 5 | 6 | 6.0% |
| 6 | 7 | 7.0% |
| 7 | 5 | 5.0% |
| 8 | 1 | 1.0% |
| 9 | 5 | 5.0% |
| Value | Count | Frequency (%) |
| 21 | 1 | 1.0% |
| 19 | 1 | 1.0% |
| 14 | 1 | 1.0% |
| 13 | 1 | 1.0% |
| 11 | 1 | 1.0% |
| 9 | 5 | |
| 8 | 1 | 1.0% |
| 7 | 5 | |
| 6 | 7 | |
| 5 | 6 |
artgr_fclt_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.86 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 53 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.25 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 1.163589 |
|---|---|
| Coefficient of variation (CV) | 1.3530105 |
| Kurtosis | 2.3138746 |
| Mean | 0.86 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5346685 |
| Sum | 86 |
| Variance | 1.3539394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 1 | 22 | |
| 2 | 17 | 17.0% |
| 3 | 4 | 4.0% |
| 4 | 2 | 2.0% |
| 5 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 1 | 22 | |
| 2 | 17 | 17.0% |
| 3 | 4 | 4.0% |
| 4 | 2 | 2.0% |
| 5 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 5 | 2 | 2.0% |
| 4 | 2 | 2.0% |
| 3 | 4 | 4.0% |
| 2 | 17 | 17.0% |
| 1 | 22 | |
| 0 | 53 |
prfplc_fclt_cnt
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 | 3 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 72 | |
| 2 | 12 | 12.0% |
| 0 | 12 | 12.0% |
| 3 | 3 | 3.0% |
| 4 | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 72 | |
| 2 | 12 | 12.0% |
| 0 | 12 | 12.0% |
| 3 | 3 | 3.0% |
| 4 | 1 | 1.0% |
fclt_cnt
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 23.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.07 |
| Minimum | 2 |
|---|---|
| Maximum | 38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 8 |
| Q3 | 13 |
| 95-th percentile | 26 |
| Maximum | 38 |
| Range | 36 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.632115 |
|---|---|
| Coefficient of variation (CV) | 0.65860129 |
| Kurtosis | 3.1635672 |
| Mean | 10.07 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6630799 |
| Sum | 1007 |
| Variance | 43.984949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5 | 12 | |
| 6 | 9 | |
| 7 | 9 | |
| 10 | 9 | |
| 4 | 9 | |
| 8 | 7 | 7.0% |
| 14 | 7 | 7.0% |
| 13 | 6 | 6.0% |
| 9 | 5 | 5.0% |
| 11 | 5 | 5.0% |
| Other values (13) | 22 |
| Value | Count | Frequency (%) |
| 2 | 1 | 1.0% |
| 3 | 5 | |
| 4 | 9 | |
| 5 | 12 | |
| 6 | 9 | |
| 7 | 9 | |
| 8 | 7 | |
| 9 | 5 | |
| 10 | 9 | |
| 11 | 5 |
| Value | Count | Frequency (%) |
| 38 | 1 | 1.0% |
| 27 | 2 | |
| 26 | 3 | |
| 25 | 1 | 1.0% |
| 24 | 1 | 1.0% |
| 21 | 1 | 1.0% |
| 19 | 1 | 1.0% |
| 18 | 1 | 1.0% |
| 17 | 3 | |
| 15 | 1 | 1.0% |
ibllbr_rate
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00017277569 |
| Minimum | 3.2132 × 10-5 |
|---|---|
| Maximum | 0.000768285 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 3.2132 × 10-5 |
|---|---|
| 5-th percentile | 4.332645 × 10-5 |
| Q1 | 6.472375 × 10-5 |
| median | 0.0001313965 |
| Q3 | 0.000217675 |
| 95-th percentile | 0.00041085435 |
| Maximum | 0.000768285 |
| Range | 0.000736153 |
| Interquartile range (IQR) | 0.00015295125 |
Descriptive statistics
| Standard deviation | 0.00014342692 |
|---|---|
| Coefficient of variation (CV) | 0.83013367 |
| Kurtosis | 3.6766304 |
| Mean | 0.00017277569 |
| Median Absolute Deviation (MAD) | 7.24275 × 10-5 |
| Skewness | 1.7342096 |
| Sum | 0.017277569 |
| Variance | 2.057128 × 10-8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.000139844 | 1 | 1.0% |
| 8.0652e-05 | 1 | 1.0% |
| 0.000383533 | 1 | 1.0% |
| 0.000297619 | 1 | 1.0% |
| 0.000178778 | 1 | 1.0% |
| 0.000263157 | 1 | 1.0% |
| 6.6544e-05 | 1 | 1.0% |
| 9.7853e-05 | 1 | 1.0% |
| 0.000220507 | 1 | 1.0% |
| 6.4784e-05 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 3.2132e-05 | 1 | |
| 3.2273e-05 | 1 | |
| 3.3478e-05 | 1 | |
| 4.0235e-05 | 1 | |
| 4.2081e-05 | 1 | |
| 4.3392e-05 | 1 | |
| 4.6671e-05 | 1 | |
| 4.7609e-05 | 1 | |
| 4.904e-05 | 1 | |
| 5.0916e-05 | 1 |
| Value | Count | Frequency (%) |
| 0.000768285 | 1 | |
| 0.000698324 | 1 | |
| 0.000583771 | 1 | |
| 0.000460617 | 1 | |
| 0.000421691 | 1 | |
| 0.000410284 | 1 | |
| 0.000400962 | 1 | |
| 0.000392464 | 1 | |
| 0.000383533 | 1 | |
| 0.0003803 | 1 |
museum_rate
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00022633402 |
| Minimum | 0 |
|---|---|
| Maximum | 0.00344093 |
| Zeros | 14 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.805225 × 10-5 |
| median | 8.67285 × 10-5 |
| Q3 | 0.0002959375 |
| 95-th percentile | 0.0007723208 |
| Maximum | 0.00344093 |
| Range | 0.00344093 |
| Interquartile range (IQR) | 0.00027788525 |
Descriptive statistics
| Standard deviation | 0.00041536065 |
|---|---|
| Coefficient of variation (CV) | 1.8351667 |
| Kurtosis | 36.350355 |
| Mean | 0.00022633402 |
| Median Absolute Deviation (MAD) | 7.88135 × 10-5 |
| Skewness | 5.1646952 |
| Sum | 0.022633402 |
| Variance | 1.7252447 × 10-7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 14 | 14.0% |
| 0.000153828 | 1 | 1.0% |
| 0.000100775 | 1 | 1.0% |
| 0.00017298 | 1 | 1.0% |
| 0.000767067 | 1 | 1.0% |
| 0.000297619 | 1 | 1.0% |
| 8.9389e-05 | 1 | 1.0% |
| 0.000526315 | 1 | 1.0% |
| 2.2181e-05 | 1 | 1.0% |
| 0.000114162 | 1 | 1.0% |
| Other values (77) | 77 |
| Value | Count | Frequency (%) |
| 0.0 | 14 | |
| 7.353e-06 | 1 | 1.0% |
| 1.0158e-05 | 1 | 1.0% |
| 1.1119e-05 | 1 | 1.0% |
| 1.1667e-05 | 1 | 1.0% |
| 1.2039e-05 | 1 | 1.0% |
| 1.2516e-05 | 1 | 1.0% |
| 1.3699e-05 | 1 | 1.0% |
| 1.5677e-05 | 1 | 1.0% |
| 1.6066e-05 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 0.00344093 | 1 | |
| 0.00130039 | 1 | |
| 0.00100993 | 1 | |
| 0.000981161 | 1 | |
| 0.000872143 | 1 | |
| 0.000767067 | 1 | |
| 0.000758917 | 1 | |
| 0.00070274 | 1 | |
| 0.000614628 | 1 | |
| 0.000590368 | 1 |
artgr_rate
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 48 |
|---|---|
| Distinct (%) | 48.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.656958 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 0.000392464 |
| Zeros | 53 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.833575 × 10-5 |
| 95-th percentile | 0.0002126065 |
| Maximum | 0.000392464 |
| Range | 0.000392464 |
| Interquartile range (IQR) | 2.833575 × 10-5 |
Descriptive statistics
| Standard deviation | 7.8017551 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 2.1334003 |
| Kurtosis | 8.4065162 |
| Mean | 3.656958 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9243999 |
| Sum | 0.003656958 |
| Variance | 6.0867383 × 10-9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0.0 | 53 | |
| 2.5458e-05 | 1 | 1.0% |
| 4.0414e-05 | 1 | 1.0% |
| 1.6482e-05 | 1 | 1.0% |
| 2.1919e-05 | 1 | 1.0% |
| 1.5779e-05 | 1 | 1.0% |
| 7.838e-06 | 1 | 1.0% |
| 1.9404e-05 | 1 | 1.0% |
| 3.6057e-05 | 1 | 1.0% |
| 0.000333722 | 1 | 1.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.0 | 53 | |
| 6.849e-06 | 1 | 1.0% |
| 7.656e-06 | 1 | 1.0% |
| 7.838e-06 | 1 | 1.0% |
| 8.047e-06 | 1 | 1.0% |
| 9.813e-06 | 1 | 1.0% |
| 1.1521e-05 | 1 | 1.0% |
| 1.2039e-05 | 1 | 1.0% |
| 1.4238e-05 | 1 | 1.0% |
| 1.4396e-05 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 0.000392464 | 1 | |
| 0.000333722 | 1 | |
| 0.000327707 | 1 | |
| 0.000291885 | 1 | |
| 0.000252972 | 1 | |
| 0.000210482 | 1 | |
| 0.00017674 | 1 | |
| 0.000174428 | 1 | |
| 0.000168321 | 1 | |
| 0.000140232 | 1 |
prfplc_rate
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 89 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.532372 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 0.000460617 |
| Zeros | 12 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.196875 × 10-5 |
| median | 3.49465 × 10-5 |
| Q3 | 0.0001268255 |
| 95-th percentile | 0.00023429315 |
| Maximum | 0.000460617 |
| Range | 0.000460617 |
| Interquartile range (IQR) | 0.00011485675 |
Descriptive statistics
| Standard deviation | 9.0357528 × 10-5 |
|---|---|
| Coefficient of variation (CV) | 1.1995893 |
| Kurtosis | 3.3245508 |
| Mean | 7.532372 × 10-5 |
| Median Absolute Deviation (MAD) | 2.9001 × 10-5 |
| Skewness | 1.7286285 |
| Sum | 0.007532372 |
| Variance | 8.1644828 × 10-9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 12 | 12.0% |
| 1.3984e-05 | 1 | 1.0% |
| 5.5126e-05 | 1 | 1.0% |
| 0.00015921 | 1 | 1.0% |
| 0.00017298 | 1 | 1.0% |
| 0.000127844 | 1 | 1.0% |
| 9.9206e-05 | 1 | 1.0% |
| 8.9389e-05 | 1 | 1.0% |
| 0.000263157 | 1 | 1.0% |
| 1.109e-05 | 1 | 1.0% |
| Other values (79) | 79 |
| Value | Count | Frequency (%) |
| 0.0 | 12 | |
| 5.728e-06 | 1 | 1.0% |
| 7.353e-06 | 1 | 1.0% |
| 7.889e-06 | 1 | 1.0% |
| 8.047e-06 | 1 | 1.0% |
| 8.54e-06 | 1 | 1.0% |
| 9.702e-06 | 1 | 1.0% |
| 1.0158e-05 | 1 | 1.0% |
| 1.109e-05 | 1 | 1.0% |
| 1.1119e-05 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 0.000460617 | 1 | |
| 0.00035137 | 1 | |
| 0.000336643 | 1 | |
| 0.000291885 | 1 | |
| 0.000263157 | 1 | |
| 0.000232774 | 1 | |
| 0.000216731 | 1 | |
| 0.000210482 | 1 | |
| 0.000208681 | 1 | |
| 0.000205338 | 1 |
fclt_rate
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005110042 |
| Minimum | 4.8198 × 10-5 |
|---|---|
| Maximum | 0.004260199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 4.8198 × 10-5 |
|---|---|
| 5-th percentile | 6.964435 × 10-5 |
| Q1 | 0.00012384775 |
| median | 0.00030683 |
| Q3 | 0.00069255175 |
| 95-th percentile | 0.0015464341 |
| Maximum | 0.004260199 |
| Range | 0.004212001 |
| Interquartile range (IQR) | 0.000568704 |
Descriptive statistics
| Standard deviation | 0.00060044837 |
|---|---|
| Coefficient of variation (CV) | 1.1750361 |
| Kurtosis | 14.72498 |
| Mean | 0.0005110042 |
| Median Absolute Deviation (MAD) | 0.000214488 |
| Skewness | 3.0785843 |
| Sum | 0.05110042 |
| Variance | 3.6053824 × 10-7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.000363595 | 1 | 1.0% |
| 0.000207392 | 1 | 1.0% |
| 0.001278445 | 1 | 1.0% |
| 0.000694444 | 1 | 1.0% |
| 0.000357557 | 1 | 1.0% |
| 0.001052631 | 1 | 1.0% |
| 9.9817e-05 | 1 | 1.0% |
| 0.000228325 | 1 | 1.0% |
| 0.000551267 | 1 | 1.0% |
| 0.000194353 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 4.8198e-05 | 1 | |
| 4.841e-05 | 1 | |
| 5.3099e-05 | 1 | |
| 5.633e-05 | 1 | |
| 6.2754e-05 | 1 | |
| 7.0007e-05 | 1 | |
| 7.0136e-05 | 1 | |
| 7.8058e-05 | 1 | |
| 8.0531e-05 | 1 | |
| 8.1734e-05 | 1 |
| Value | Count | Frequency (%) |
| 0.004260199 | 1 | |
| 0.001962323 | 1 | |
| 0.00185154 | 1 | |
| 0.001751313 | 1 | |
| 0.001733853 | 1 | |
| 0.00153657 | 1 | |
| 0.001405481 | 1 | |
| 0.001396648 | 1 | |
| 0.001395429 | 1 | |
| 0.001391348 | 1 |
file_name
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| KC_600_MIL_CLT_STATN_BIZAEA_2021 |
|---|
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | KC_600_MIL_CLT_STATN_BIZAEA_2021 |
|---|---|
| 2nd row | KC_600_MIL_CLT_STATN_BIZAEA_2021 |
| 3rd row | KC_600_MIL_CLT_STATN_BIZAEA_2021 |
| 4th row | KC_600_MIL_CLT_STATN_BIZAEA_2021 |
| 5th row | KC_600_MIL_CLT_STATN_BIZAEA_2021 |
Common Values
| Value | Count | Frequency (%) |
| KC_600_MIL_CLT_STATN_BIZAEA_2021 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| kc_600_mil_clt_statn_bizaea_2021 | 100 |
base_ymd
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 20200101 |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20200101 |
|---|---|
| 2nd row | 20200101 |
| 3rd row | 20200101 |
| 4th row | 20200101 |
| 5th row | 20200101 |
Common Values
| Value | Count | Frequency (%) |
| 20200101 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20200101 | 100 |
| ctprvn_nm | signgu_nm | signgu_cd | residnt_2030_cnt | ibllbr_fclt_cnt | museum_fclt_cnt | artgr_fclt_cnt | prfplc_fclt_cnt | fclt_cnt | ibllbr_rate | museum_rate | artgr_rate | prfplc_rate | fclt_rate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ctprvn_nm | 1.000 | 0.849 | 1.000 | 0.384 | 0.316 | 0.087 | 0.117 | 0.241 | 0.000 | 0.477 | 0.601 | 0.404 | 0.519 | 0.400 |
| signgu_nm | 0.849 | 1.000 | 0.915 | 1.000 | 0.987 | 1.000 | 0.960 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.677 | 0.000 |
| signgu_cd | 1.000 | 0.915 | 1.000 | 0.341 | 0.387 | 0.288 | 0.021 | 0.181 | 0.263 | 0.540 | 0.451 | 0.502 | 0.592 | 0.485 |
| residnt_2030_cnt | 0.384 | 1.000 | 0.341 | 1.000 | 0.809 | 0.484 | 0.324 | 0.478 | 0.651 | 0.575 | 0.000 | 0.000 | 0.597 | 0.408 |
| ibllbr_fclt_cnt | 0.316 | 0.987 | 0.387 | 0.809 | 1.000 | 0.588 | 0.543 | 0.514 | 0.690 | 0.000 | 0.000 | 0.000 | 0.401 | 0.000 |
| museum_fclt_cnt | 0.087 | 1.000 | 0.288 | 0.484 | 0.588 | 1.000 | 0.615 | 0.492 | 0.876 | 0.000 | 0.589 | 0.405 | 0.000 | 0.497 |
| artgr_fclt_cnt | 0.117 | 0.960 | 0.021 | 0.324 | 0.543 | 0.615 | 1.000 | 0.469 | 0.686 | 0.000 | 0.000 | 0.675 | 0.000 | 0.000 |
| prfplc_fclt_cnt | 0.241 | 1.000 | 0.181 | 0.478 | 0.514 | 0.492 | 0.469 | 1.000 | 0.728 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| fclt_cnt | 0.000 | 1.000 | 0.263 | 0.651 | 0.690 | 0.876 | 0.686 | 0.728 | 1.000 | 0.000 | 0.175 | 0.222 | 0.000 | 0.212 |
| ibllbr_rate | 0.477 | 1.000 | 0.540 | 0.575 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.547 | 0.720 | 0.824 | 0.680 |
| museum_rate | 0.601 | 1.000 | 0.451 | 0.000 | 0.000 | 0.589 | 0.000 | 0.000 | 0.175 | 0.547 | 1.000 | 0.801 | 0.666 | 0.813 |
| artgr_rate | 0.404 | 0.000 | 0.502 | 0.000 | 0.000 | 0.405 | 0.675 | 0.000 | 0.222 | 0.720 | 0.801 | 1.000 | 0.680 | 0.692 |
| prfplc_rate | 0.519 | 0.677 | 0.592 | 0.597 | 0.401 | 0.000 | 0.000 | 0.000 | 0.000 | 0.824 | 0.666 | 0.680 | 1.000 | 0.771 |
| fclt_rate | 0.400 | 0.000 | 0.485 | 0.408 | 0.000 | 0.497 | 0.000 | 0.000 | 0.212 | 0.680 | 0.813 | 0.692 | 0.771 | 1.000 |
| ctprvn_nm | prfplc_fclt_cnt | |
|---|---|---|
| ctprvn_nm | 1.000 | 0.090 |
| prfplc_fclt_cnt | 0.090 | 1.000 |
| signgu_cd | residnt_2030_cnt | ibllbr_fclt_cnt | museum_fclt_cnt | artgr_fclt_cnt | fclt_cnt | ibllbr_rate | museum_rate | artgr_rate | prfplc_rate | fclt_rate | ctprvn_nm | prfplc_fclt_cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| signgu_cd | 1.000 | -0.590 | -0.541 | 0.121 | -0.260 | -0.311 | 0.437 | 0.494 | -0.164 | 0.544 | 0.537 | 0.989 | 0.108 |
| residnt_2030_cnt | -0.590 | 1.000 | 0.839 | 0.059 | 0.298 | 0.560 | -0.815 | -0.684 | 0.056 | -0.873 | -0.867 | 0.243 | 0.314 |
| ibllbr_fclt_cnt | -0.541 | 0.839 | 1.000 | 0.225 | 0.340 | 0.761 | -0.412 | -0.481 | 0.097 | -0.661 | -0.559 | 0.212 | 0.344 |
| museum_fclt_cnt | 0.121 | 0.059 | 0.225 | 1.000 | 0.295 | 0.714 | 0.098 | 0.605 | 0.226 | 0.069 | 0.329 | 0.045 | 0.324 |
| artgr_fclt_cnt | -0.260 | 0.298 | 0.340 | 0.295 | 1.000 | 0.543 | -0.180 | -0.063 | 0.920 | -0.249 | -0.041 | 0.075 | 0.338 |
| fclt_cnt | -0.311 | 0.560 | 0.761 | 0.714 | 0.543 | 1.000 | -0.191 | 0.039 | 0.376 | -0.331 | -0.118 | 0.000 | 0.552 |
| ibllbr_rate | 0.437 | -0.815 | -0.412 | 0.098 | -0.180 | -0.191 | 1.000 | 0.660 | -0.023 | 0.802 | 0.904 | 0.312 | 0.000 |
| museum_rate | 0.494 | -0.684 | -0.481 | 0.605 | -0.063 | 0.039 | 0.660 | 1.000 | 0.070 | 0.685 | 0.859 | 0.261 | 0.000 |
| artgr_rate | -0.164 | 0.056 | 0.097 | 0.226 | 0.920 | 0.376 | -0.023 | 0.070 | 1.000 | -0.077 | 0.129 | 0.172 | 0.000 |
| prfplc_rate | 0.544 | -0.873 | -0.661 | 0.069 | -0.249 | -0.331 | 0.802 | 0.685 | -0.077 | 1.000 | 0.871 | 0.324 | 0.000 |
| fclt_rate | 0.537 | -0.867 | -0.559 | 0.329 | -0.041 | -0.118 | 0.904 | 0.859 | 0.129 | 0.871 | 1.000 | 0.282 | 0.000 |
| ctprvn_nm | 0.989 | 0.243 | 0.212 | 0.045 | 0.075 | 0.000 | 0.312 | 0.261 | 0.172 | 0.324 | 0.282 | 1.000 | 0.090 |
| prfplc_fclt_cnt | 0.108 | 0.314 | 0.344 | 0.324 | 0.338 | 0.552 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 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.
| ctprvn_nm | signgu_nm | signgu_cd | residnt_2030_cnt | ibllbr_fclt_cnt | museum_fclt_cnt | artgr_fclt_cnt | prfplc_fclt_cnt | fclt_cnt | ibllbr_rate | museum_rate | artgr_rate | prfplc_rate | fclt_rate | file_name | base_ymd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 강원도 | 춘천시 | 42110 | 71508 | 10 | 11 | 4 | 1 | 26 | 0.00014 | 0.000154 | 0.000056 | 0.000014 | 0.000364 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 1 | 충청북도 | 괴산군 | 43760 | 5388 | 1 | 3 | 0 | 1 | 5 | 0.000186 | 0.000557 | 0.0 | 0.000186 | 0.000928 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 2 | 강원도 | 강릉시 | 42150 | 46816 | 4 | 19 | 2 | 2 | 27 | 0.000085 | 0.000406 | 0.000043 | 0.000043 | 0.000577 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 3 | 강원도 | 동해시 | 42170 | 18638 | 3 | 0 | 1 | 1 | 5 | 0.000161 | 0.0 | 0.000054 | 0.000054 | 0.000268 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 4 | 강원도 | 태백시 | 42190 | 7482 | 3 | 2 | 0 | 1 | 6 | 0.000401 | 0.000267 | 0.0 | 0.000134 | 0.000802 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 5 | 강원도 | 속초시 | 42210 | 18234 | 3 | 2 | 1 | 1 | 7 | 0.000165 | 0.00011 | 0.000055 | 0.000055 | 0.000384 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 6 | 강원도 | 삼척시 | 42230 | 13145 | 3 | 4 | 0 | 1 | 8 | 0.000228 | 0.000304 | 0.0 | 0.000076 | 0.000609 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 7 | 충청북도 | 음성군 | 43770 | 19246 | 4 | 6 | 0 | 1 | 11 | 0.000208 | 0.000312 | 0.0 | 0.000052 | 0.000572 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 8 | 강원도 | 횡성군 | 42730 | 7312 | 3 | 1 | 0 | 1 | 5 | 0.00041 | 0.000137 | 0.0 | 0.000137 | 0.000684 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 9 | 강원도 | 영월군 | 42750 | 6103 | 2 | 21 | 2 | 1 | 26 | 0.000328 | 0.003441 | 0.000328 | 0.000164 | 0.00426 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| ctprvn_nm | signgu_nm | signgu_cd | residnt_2030_cnt | ibllbr_fclt_cnt | museum_fclt_cnt | artgr_fclt_cnt | prfplc_fclt_cnt | fclt_cnt | ibllbr_rate | museum_rate | artgr_rate | prfplc_rate | fclt_rate | file_name | base_ymd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 경상북도 | 문경시 | 47280 | 11857 | 5 | 7 | 0 | 1 | 13 | 0.000422 | 0.00059 | 0.0 | 0.000084 | 0.001096 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 91 | 경상북도 | 경산시 | 47290 | 69137 | 3 | 8 | 1 | 1 | 13 | 0.000043 | 0.000116 | 0.000014 | 0.000014 | 0.000188 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 92 | 경상북도 | 군위군 | 47720 | 2846 | 1 | 2 | 0 | 1 | 4 | 0.000351 | 0.000703 | 0.0 | 0.000351 | 0.001405 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 93 | 경상북도 | 의성군 | 47730 | 6414 | 2 | 2 | 0 | 1 | 5 | 0.000312 | 0.000312 | 0.0 | 0.000156 | 0.00078 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 94 | 경상북도 | 청송군 | 47750 | 3426 | 2 | 2 | 1 | 1 | 6 | 0.000584 | 0.000584 | 0.000292 | 0.000292 | 0.001751 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 95 | 경상북도 | 영양군 | 47760 | 2171 | 1 | 1 | 0 | 1 | 3 | 0.000461 | 0.000461 | 0.0 | 0.000461 | 0.001382 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 96 | 경상북도 | 영덕군 | 47770 | 4870 | 1 | 0 | 0 | 1 | 2 | 0.000205 | 0.0 | 0.0 | 0.000205 | 0.000411 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 97 | 경상북도 | 청도군 | 47820 | 5658 | 2 | 1 | 1 | 0 | 4 | 0.000353 | 0.000177 | 0.000177 | 0.0 | 0.000707 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 98 | 경상북도 | 고령군 | 47830 | 4792 | 1 | 2 | 0 | 1 | 4 | 0.000209 | 0.000417 | 0.0 | 0.000209 | 0.000835 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |
| 99 | 경상북도 | 성주군 | 47840 | 6747 | 2 | 0 | 0 | 1 | 3 | 0.000296 | 0.0 | 0.0 | 0.000148 | 0.000445 | KC_600_MIL_CLT_STATN_BIZAEA_2021 | 20200101 |