Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 800 |
| Missing cells | 772 |
| Missing cells (%) | 6.9% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 120.6 KiB |
| Average record size in memory | 154.3 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 2 |
| Boolean | 1 |
| Text | 1 |
| Dataset has 2 (0.2%) duplicate rows | Duplicates |
# is highly overall correlated with Generation | High correlation |
Attack is highly overall correlated with Defense and 3 other fields | High correlation |
Defense is highly overall correlated with Attack and 3 other fields | High correlation |
Generation is highly overall correlated with # | High correlation |
HP is highly overall correlated with Attack and 2 other fields | High correlation |
Legendary is highly overall correlated with Sp. Atk and 2 other fields | High correlation |
Sp. Atk is highly overall correlated with Legendary and 3 other fields | High correlation |
Sp. Def is highly overall correlated with Defense and 3 other fields | High correlation |
Speed is highly overall correlated with Total and 1 other fields | High correlation |
Total is highly overall correlated with Attack and 7 other fields | High correlation |
combine is highly overall correlated with Attack and 7 other fields | High correlation |
Legendary is highly imbalanced (59.3%) | Imbalance |
Type 2 has 386 (48.2%) missing values | Missing |
Type 1 + Type 2 has 386 (48.2%) missing values | Missing |
# is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2025-06-20 09:27:00.735511 |
|---|---|
| Analysis finished | 2025-06-20 09:27:14.800485 |
| Duration | 14.06 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
#
Real number (ℝ)
High correlation Uniform
| Distinct | 721 |
|---|---|
| Distinct (%) | 90.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 362.81375 |
| Minimum | 1 |
|---|---|
| Maximum | 721 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 34.95 |
| Q1 | 184.75 |
| median | 364.5 |
| Q3 | 539.25 |
| 95-th percentile | 689.05 |
| Maximum | 721 |
| Range | 720 |
| Interquartile range (IQR) | 354.5 |
Descriptive statistics
| Standard deviation | 208.3438 |
|---|---|
| Coefficient of variation (CV) | 0.57424449 |
| Kurtosis | -1.1657051 |
| Mean | 362.81375 |
| Median Absolute Deviation (MAD) | 177.5 |
| Skewness | -0.0011225028 |
| Sum | 290251 |
| Variance | 43407.138 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 479 | 6 | 0.8% |
| 710 | 4 | 0.5% |
| 711 | 4 | 0.5% |
| 386 | 4 | 0.5% |
| 413 | 3 | 0.4% |
| 6 | 3 | 0.4% |
| 646 | 3 | 0.4% |
| 150 | 3 | 0.4% |
| 492 | 2 | 0.2% |
| 229 | 2 | 0.2% |
| Other values (711) | 766 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 2 | |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 3 | |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 9 | 2 | |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 721 | 1 | |
| 720 | 2 | |
| 719 | 2 | |
| 718 | 1 | |
| 717 | 1 | |
| 716 | 1 | |
| 715 | 1 | |
| 714 | 1 | |
| 713 | 1 | |
| 712 | 1 |
Type 1
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.8 KiB |
| Water | |
|---|---|
| Normal | |
| Grass | |
| Bug | |
| Psychic | |
| Other values (13) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.26 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Grass |
|---|---|
| 2nd row | Grass |
| 3rd row | Grass |
| 4th row | Grass |
| 5th row | Fire |
Common Values
| Value | Count | Frequency (%) |
| Water | 112 | |
| Normal | 98 | |
| Grass | 70 | 8.8% |
| Bug | 69 | 8.6% |
| Psychic | 57 | 7.1% |
| Fire | 52 | 6.5% |
| Rock | 44 | 5.5% |
| Electric | 44 | 5.5% |
| Ground | 32 | 4.0% |
| Ghost | 32 | 4.0% |
| Other values (8) | 190 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| water | 112 | |
| normal | 98 | |
| grass | 70 | 8.8% |
| bug | 69 | 8.6% |
| psychic | 57 | 7.1% |
| fire | 52 | 6.5% |
| rock | 44 | 5.5% |
| electric | 44 | 5.5% |
| ground | 32 | 4.0% |
| ghost | 32 | 4.0% |
| Other values (8) | 190 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 488 | 11.6% |
| a | 360 | 8.6% |
| o | 294 | 7.0% |
| e | 286 | 6.8% |
| c | 270 | 6.4% |
| s | 257 | 6.1% |
| i | 256 | 6.1% |
| t | 242 | 5.8% |
| l | 173 | 4.1% |
| g | 159 | 3.8% |
| Other values (18) | 1423 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4208 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 488 | 11.6% |
| a | 360 | 8.6% |
| o | 294 | 7.0% |
| e | 286 | 6.8% |
| c | 270 | 6.4% |
| s | 257 | 6.1% |
| i | 256 | 6.1% |
| t | 242 | 5.8% |
| l | 173 | 4.1% |
| g | 159 | 3.8% |
| Other values (18) | 1423 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4208 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 488 | 11.6% |
| a | 360 | 8.6% |
| o | 294 | 7.0% |
| e | 286 | 6.8% |
| c | 270 | 6.4% |
| s | 257 | 6.1% |
| i | 256 | 6.1% |
| t | 242 | 5.8% |
| l | 173 | 4.1% |
| g | 159 | 3.8% |
| Other values (18) | 1423 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4208 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 488 | 11.6% |
| a | 360 | 8.6% |
| o | 294 | 7.0% |
| e | 286 | 6.8% |
| c | 270 | 6.4% |
| s | 257 | 6.1% |
| i | 256 | 6.1% |
| t | 242 | 5.8% |
| l | 173 | 4.1% |
| g | 159 | 3.8% |
| Other values (18) | 1423 |
Type 2
Categorical
Missing
| Distinct | 18 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 386 |
| Missing (%) | 48.2% |
| Memory size | 44.8 KiB |
| Flying | |
|---|---|
| Ground | |
| Poison | |
| Psychic | |
| Fighting | |
| Other values (13) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.6521739 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Poison |
|---|---|
| 2nd row | Poison |
| 3rd row | Poison |
| 4th row | Poison |
| 5th row | Flying |
Common Values
| Value | Count | Frequency (%) |
| Flying | 97 | 12.1% |
| Ground | 35 | 4.4% |
| Poison | 34 | 4.2% |
| Psychic | 33 | 4.1% |
| Fighting | 26 | 3.2% |
| Grass | 25 | 3.1% |
| Fairy | 23 | 2.9% |
| Steel | 22 | 2.8% |
| Dark | 20 | 2.5% |
| Dragon | 18 | 2.2% |
| Other values (8) | 81 | 10.1% |
| (Missing) | 386 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| flying | 97 | |
| ground | 35 | 8.5% |
| poison | 34 | 8.2% |
| psychic | 33 | 8.0% |
| fighting | 26 | 6.3% |
| grass | 25 | 6.0% |
| fairy | 23 | 5.6% |
| steel | 22 | 5.3% |
| dark | 20 | 4.8% |
| dragon | 18 | 4.3% |
| Other values (8) | 81 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 257 | 11.0% |
| n | 210 | 9.0% |
| g | 170 | 7.3% |
| F | 158 | 6.8% |
| r | 157 | 6.7% |
| y | 153 | 6.5% |
| o | 153 | 6.5% |
| s | 131 | 5.6% |
| l | 129 | 5.5% |
| c | 106 | 4.5% |
| Other values (18) | 716 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2340 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 257 | 11.0% |
| n | 210 | 9.0% |
| g | 170 | 7.3% |
| F | 158 | 6.8% |
| r | 157 | 6.7% |
| y | 153 | 6.5% |
| o | 153 | 6.5% |
| s | 131 | 5.6% |
| l | 129 | 5.5% |
| c | 106 | 4.5% |
| Other values (18) | 716 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2340 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 257 | 11.0% |
| n | 210 | 9.0% |
| g | 170 | 7.3% |
| F | 158 | 6.8% |
| r | 157 | 6.7% |
| y | 153 | 6.5% |
| o | 153 | 6.5% |
| s | 131 | 5.6% |
| l | 129 | 5.5% |
| c | 106 | 4.5% |
| Other values (18) | 716 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2340 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 257 | 11.0% |
| n | 210 | 9.0% |
| g | 170 | 7.3% |
| F | 158 | 6.8% |
| r | 157 | 6.7% |
| y | 153 | 6.5% |
| o | 153 | 6.5% |
| s | 131 | 5.6% |
| l | 129 | 5.5% |
| c | 106 | 4.5% |
| Other values (18) | 716 |
Total
Real number (ℝ)
High correlation
| Distinct | 200 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 435.1025 |
| Minimum | 180 |
|---|---|
| Maximum | 780 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 180 |
|---|---|
| 5-th percentile | 250 |
| Q1 | 330 |
| median | 450 |
| Q3 | 515 |
| 95-th percentile | 630 |
| Maximum | 780 |
| Range | 600 |
| Interquartile range (IQR) | 185 |
Descriptive statistics
| Standard deviation | 119.96304 |
|---|---|
| Coefficient of variation (CV) | 0.27571214 |
| Kurtosis | -0.50746071 |
| Mean | 435.1025 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 0.15252992 |
| Sum | 348082 |
| Variance | 14391.131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 600 | 37 | 4.6% |
| 405 | 26 | 3.2% |
| 500 | 23 | 2.9% |
| 580 | 23 | 2.9% |
| 300 | 19 | 2.4% |
| 490 | 18 | 2.2% |
| 525 | 16 | 2.0% |
| 330 | 15 | 1.9% |
| 495 | 15 | 1.9% |
| 480 | 15 | 1.9% |
| Other values (190) | 593 |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 194 | 1 | 0.1% |
| 195 | 3 | |
| 198 | 1 | 0.1% |
| 200 | 3 | |
| 205 | 5 | |
| 210 | 3 | |
| 213 | 1 | 0.1% |
| 215 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 780 | 3 | 0.4% |
| 770 | 2 | 0.2% |
| 720 | 1 | 0.1% |
| 700 | 9 | |
| 680 | 13 | |
| 670 | 4 | 0.5% |
| 660 | 1 | 0.1% |
| 640 | 1 | 0.1% |
| 635 | 1 | 0.1% |
| 634 | 2 | 0.2% |
HP
Real number (ℝ)
High correlation
| Distinct | 94 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.25875 |
| Minimum | 1 |
|---|---|
| Maximum | 255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 35.95 |
| Q1 | 50 |
| median | 65 |
| Q3 | 80 |
| 95-th percentile | 110 |
| Maximum | 255 |
| Range | 254 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 25.534669 |
|---|---|
| Coefficient of variation (CV) | 0.3686851 |
| Kurtosis | 7.2320784 |
| Mean | 69.25875 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.5682244 |
| Sum | 55407 |
| Variance | 652.01932 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 67 | 8.4% |
| 50 | 63 | 7.9% |
| 70 | 57 | 7.1% |
| 65 | 46 | 5.8% |
| 75 | 43 | 5.4% |
| 80 | 43 | 5.4% |
| 45 | 38 | 4.8% |
| 40 | 38 | 4.8% |
| 55 | 37 | 4.6% |
| 100 | 32 | 4.0% |
| Other values (84) | 336 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 20 | 6 | 0.8% |
| 25 | 2 | 0.2% |
| 28 | 1 | 0.1% |
| 30 | 13 | |
| 31 | 1 | 0.1% |
| 35 | 15 | |
| 36 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 170 | 1 | 0.1% |
| 165 | 1 | 0.1% |
| 160 | 1 | 0.1% |
| 150 | 4 | |
| 144 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 135 | 1 | 0.1% |
Attack
Real number (ℝ)
High correlation
| Distinct | 111 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.00125 |
| Minimum | 5 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 55 |
| median | 75 |
| Q3 | 100 |
| 95-th percentile | 136.2 |
| Maximum | 190 |
| Range | 185 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 32.457366 |
|---|---|
| Coefficient of variation (CV) | 0.41084623 |
| Kurtosis | 0.16971731 |
| Mean | 79.00125 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.55161375 |
| Sum | 63201 |
| Variance | 1053.4806 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 40 | 5.0% |
| 65 | 39 | 4.9% |
| 80 | 37 | 4.6% |
| 50 | 37 | 4.6% |
| 60 | 33 | 4.1% |
| 85 | 33 | 4.1% |
| 75 | 32 | 4.0% |
| 70 | 31 | 3.9% |
| 90 | 30 | 3.8% |
| 55 | 30 | 3.8% |
| Other values (101) | 458 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 10 | 3 | 0.4% |
| 15 | 1 | 0.1% |
| 20 | 8 | |
| 22 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 7 | |
| 27 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 190 | 1 | 0.1% |
| 185 | 1 | 0.1% |
| 180 | 3 | 0.4% |
| 170 | 2 | 0.2% |
| 165 | 3 | 0.4% |
| 164 | 1 | 0.1% |
| 160 | 5 | |
| 155 | 2 | 0.2% |
| 150 | 11 | |
| 147 | 1 | 0.1% |
Defense
Real number (ℝ)
High correlation
| Distinct | 103 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.8425 |
| Minimum | 5 |
|---|---|
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 50 |
| median | 70 |
| Q3 | 90 |
| 95-th percentile | 130 |
| Maximum | 230 |
| Range | 225 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 31.183501 |
|---|---|
| Coefficient of variation (CV) | 0.42229747 |
| Kurtosis | 2.7262604 |
| Mean | 73.8425 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.1559123 |
| Sum | 59074 |
| Variance | 972.41071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 54 | 6.8% |
| 50 | 49 | 6.1% |
| 60 | 46 | 5.8% |
| 80 | 39 | 4.9% |
| 40 | 36 | 4.5% |
| 65 | 36 | 4.5% |
| 90 | 35 | 4.4% |
| 100 | 33 | 4.1% |
| 45 | 32 | 4.0% |
| 55 | 32 | 4.0% |
| Other values (93) | 408 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 10 | 1 | 0.1% |
| 15 | 4 | 0.5% |
| 20 | 4 | 0.5% |
| 23 | 1 | 0.1% |
| 25 | 2 | 0.2% |
| 28 | 1 | 0.1% |
| 30 | 14 | |
| 32 | 2 | 0.2% |
| 33 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 230 | 3 | |
| 200 | 2 | 0.2% |
| 184 | 1 | 0.1% |
| 180 | 3 | |
| 168 | 1 | 0.1% |
| 160 | 3 | |
| 150 | 7 | |
| 145 | 2 | 0.2% |
| 140 | 6 | |
| 135 | 2 | 0.2% |
Sp. Atk
Real number (ℝ)
High correlation
| Distinct | 105 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.82 |
| Minimum | 10 |
|---|---|
| Maximum | 194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 49.75 |
| median | 65 |
| Q3 | 95 |
| 95-th percentile | 131.05 |
| Maximum | 194 |
| Range | 184 |
| Interquartile range (IQR) | 45.25 |
Descriptive statistics
| Standard deviation | 32.722294 |
|---|---|
| Coefficient of variation (CV) | 0.44935861 |
| Kurtosis | 0.29789366 |
| Mean | 72.82 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.7446625 |
| Sum | 58256 |
| Variance | 1070.7485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 51 | 6.4% |
| 40 | 49 | 6.1% |
| 65 | 44 | 5.5% |
| 50 | 39 | 4.9% |
| 55 | 35 | 4.4% |
| 45 | 33 | 4.1% |
| 70 | 30 | 3.8% |
| 35 | 29 | 3.6% |
| 100 | 27 | 3.4% |
| 80 | 27 | 3.4% |
| Other values (95) | 436 |
| Value | Count | Frequency (%) |
| 10 | 3 | 0.4% |
| 15 | 4 | 0.5% |
| 20 | 8 | 1.0% |
| 23 | 1 | 0.1% |
| 24 | 2 | 0.2% |
| 25 | 11 | |
| 27 | 2 | 0.2% |
| 29 | 1 | 0.1% |
| 30 | 24 | |
| 31 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 194 | 1 | 0.1% |
| 180 | 3 | 0.4% |
| 175 | 1 | 0.1% |
| 170 | 3 | 0.4% |
| 165 | 2 | 0.2% |
| 160 | 2 | 0.2% |
| 159 | 1 | 0.1% |
| 154 | 2 | 0.2% |
| 150 | 9 | |
| 145 | 4 |
Sp. Def
Real number (ℝ)
High correlation
| Distinct | 92 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.9025 |
| Minimum | 20 |
|---|---|
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 32.95 |
| Q1 | 50 |
| median | 70 |
| Q3 | 90 |
| 95-th percentile | 120 |
| Maximum | 230 |
| Range | 210 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 27.828916 |
|---|---|
| Coefficient of variation (CV) | 0.38703683 |
| Kurtosis | 1.6283941 |
| Mean | 71.9025 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.85401861 |
| Sum | 57522 |
| Variance | 774.44855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 52 | 6.5% |
| 50 | 50 | 6.2% |
| 55 | 47 | 5.9% |
| 65 | 44 | 5.5% |
| 60 | 43 | 5.4% |
| 75 | 40 | 5.0% |
| 70 | 40 | 5.0% |
| 90 | 36 | 4.5% |
| 45 | 35 | 4.4% |
| 40 | 30 | 3.8% |
| Other values (82) | 383 |
| Value | Count | Frequency (%) |
| 20 | 6 | 0.8% |
| 23 | 1 | 0.1% |
| 25 | 11 | |
| 30 | 20 | |
| 31 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 35 | 18 | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 230 | 1 | 0.1% |
| 200 | 1 | 0.1% |
| 160 | 2 | 0.2% |
| 154 | 3 | 0.4% |
| 150 | 7 | |
| 140 | 2 | 0.2% |
| 138 | 1 | 0.1% |
| 135 | 4 | |
| 130 | 9 | |
| 129 | 1 | 0.1% |
Speed
Real number (ℝ)
High correlation
| Distinct | 108 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.2775 |
| Minimum | 5 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 45 |
| median | 65 |
| Q3 | 90 |
| 95-th percentile | 115 |
| Maximum | 180 |
| Range | 175 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 29.060474 |
|---|---|
| Coefficient of variation (CV) | 0.42562299 |
| Kurtosis | -0.23643667 |
| Mean | 68.2775 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.3579333 |
| Sum | 54622 |
| Variance | 844.51113 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 46 | 5.8% |
| 60 | 44 | 5.5% |
| 70 | 37 | 4.6% |
| 65 | 36 | 4.5% |
| 30 | 35 | 4.4% |
| 80 | 33 | 4.1% |
| 40 | 32 | 4.0% |
| 100 | 31 | 3.9% |
| 90 | 31 | 3.9% |
| 55 | 30 | 3.8% |
| Other values (98) | 445 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 10 | 3 | 0.4% |
| 15 | 9 | |
| 20 | 15 | |
| 22 | 1 | 0.1% |
| 23 | 4 | 0.5% |
| 24 | 1 | 0.1% |
| 25 | 10 | |
| 28 | 4 | 0.5% |
| 29 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.1% |
| 160 | 1 | 0.1% |
| 150 | 4 | |
| 145 | 3 | |
| 140 | 2 | 0.2% |
| 135 | 2 | 0.2% |
| 130 | 6 | |
| 128 | 1 | 0.1% |
| 127 | 1 | 0.1% |
| 126 | 1 | 0.1% |
Generation
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.32375 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.6612904 |
|---|---|
| Coefficient of variation (CV) | 0.49982411 |
| Kurtosis | -1.2395758 |
| Mean | 3.32375 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0142581 |
| Sum | 2659 |
| Variance | 2.7598858 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 166 | |
| 5 | 165 | |
| 3 | 160 | |
| 4 | 121 | |
| 2 | 106 | |
| 6 | 82 |
| Value | Count | Frequency (%) |
| 1 | 166 | |
| 2 | 106 | |
| 3 | 160 | |
| 4 | 121 | |
| 5 | 165 | |
| 6 | 82 |
| Value | Count | Frequency (%) |
| 6 | 82 | |
| 5 | 165 | |
| 4 | 121 | |
| 3 | 160 | |
| 2 | 106 | |
| 1 | 166 |
Legendary
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 39.3 KiB |
| False | |
|---|---|
| True | 65 |
| Value | Count | Frequency (%) |
| False | 735 | |
| True | 65 | 8.1% |
Type 1 + Type 2
Text
Missing
| Distinct | 136 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 386 |
| Missing (%) | 48.2% |
| Memory size | 44.8 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 11.642512 |
| Min length | 8 |
Unique
| Unique | 39 ? |
|---|---|
| Unique (%) | 9.4% |
Sample
| 1st row | Grass+Poison |
|---|---|
| 2nd row | Grass+Poison |
| 3rd row | Grass+Poison |
| 4th row | Grass+Poison |
| 5th row | Fire+Flying |
| Value | Count | Frequency (%) |
| normal+flying | 24 | 5.8% |
| grass+poison | 15 | 3.6% |
| bug+flying | 14 | 3.4% |
| bug+poison | 12 | 2.9% |
| ghost+grass | 10 | 2.4% |
| water+ground | 10 | 2.4% |
| water+flying | 7 | 1.7% |
| bug+steel | 7 | 1.7% |
| steel+psychic | 7 | 1.7% |
| fire+fighting | 7 | 1.7% |
| Other values (126) | 301 |
Most occurring characters
| Value | Count | Frequency (%) |
| + | 414 | 8.6% |
| r | 388 | 8.0% |
| i | 348 | 7.2% |
| o | 313 | 6.5% |
| a | 275 | 5.7% |
| n | 272 | 5.6% |
| g | 259 | 5.4% |
| s | 259 | 5.4% |
| e | 239 | 5.0% |
| c | 224 | 4.6% |
| Other values (19) | 1829 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4820 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| + | 414 | 8.6% |
| r | 388 | 8.0% |
| i | 348 | 7.2% |
| o | 313 | 6.5% |
| a | 275 | 5.7% |
| n | 272 | 5.6% |
| g | 259 | 5.4% |
| s | 259 | 5.4% |
| e | 239 | 5.0% |
| c | 224 | 4.6% |
| Other values (19) | 1829 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4820 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| + | 414 | 8.6% |
| r | 388 | 8.0% |
| i | 348 | 7.2% |
| o | 313 | 6.5% |
| a | 275 | 5.7% |
| n | 272 | 5.6% |
| g | 259 | 5.4% |
| s | 259 | 5.4% |
| e | 239 | 5.0% |
| c | 224 | 4.6% |
| Other values (19) | 1829 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4820 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| + | 414 | 8.6% |
| r | 388 | 8.0% |
| i | 348 | 7.2% |
| o | 313 | 6.5% |
| a | 275 | 5.7% |
| n | 272 | 5.6% |
| g | 259 | 5.4% |
| s | 259 | 5.4% |
| e | 239 | 5.0% |
| c | 224 | 4.6% |
| Other values (19) | 1829 |
combine
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151.82125 |
| Minimum | 20 |
|---|---|
| Maximum | 360 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 44.8 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 73.8 |
| Q1 | 111.75 |
| median | 146.5 |
| Q3 | 182 |
| 95-th percentile | 250 |
| Maximum | 360 |
| Range | 340 |
| Interquartile range (IQR) | 70.25 |
Descriptive statistics
| Standard deviation | 54.462505 |
|---|---|
| Coefficient of variation (CV) | 0.35872782 |
| Kurtosis | 0.74122084 |
| Mean | 151.82125 |
| Median Absolute Deviation (MAD) | 35.5 |
| Skewness | 0.60628324 |
| Sum | 121457 |
| Variance | 2966.1645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 170 | 28 | 3.5% |
| 180 | 27 | 3.4% |
| 120 | 27 | 3.4% |
| 140 | 26 | 3.2% |
| 150 | 26 | 3.2% |
| 110 | 25 | 3.1% |
| 130 | 22 | 2.8% |
| 145 | 21 | 2.6% |
| 135 | 20 | 2.5% |
| 100 | 20 | 2.5% |
| Other values (152) | 558 |
| Value | Count | Frequency (%) |
| 20 | 2 | |
| 25 | 2 | |
| 40 | 4 | |
| 45 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 48 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 50 | 3 | |
| 55 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 360 | 2 | 0.2% |
| 344 | 2 | 0.2% |
| 330 | 3 | |
| 320 | 1 | 0.1% |
| 300 | 3 | |
| 290 | 5 | |
| 285 | 1 | 0.1% |
| 270 | 4 | |
| 265 | 3 | |
| 264 | 2 | 0.2% |
Interactions
Correlations
| # | Attack | Defense | Generation | HP | Legendary | Sp. Atk | Sp. Def | Speed | Total | Type 1 | Type 2 | combine | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| # | 1.000 | 0.103 | 0.117 | 0.984 | 0.120 | 0.259 | 0.088 | 0.076 | 0.019 | 0.122 | 0.162 | 0.265 | 0.105 |
| Attack | 0.103 | 1.000 | 0.515 | 0.054 | 0.566 | 0.366 | 0.362 | 0.321 | 0.373 | 0.720 | 0.119 | 0.105 | 0.817 |
| Defense | 0.117 | 0.515 | 1.000 | 0.058 | 0.433 | 0.274 | 0.314 | 0.579 | 0.093 | 0.682 | 0.151 | 0.147 | 0.515 |
| Generation | 0.984 | 0.054 | 0.058 | 1.000 | 0.082 | 0.078 | 0.039 | 0.019 | -0.014 | 0.054 | 0.158 | 0.282 | 0.046 |
| HP | 0.120 | 0.566 | 0.433 | 0.082 | 1.000 | 0.357 | 0.471 | 0.493 | 0.266 | 0.713 | 0.077 | 0.144 | 0.632 |
| Legendary | 0.259 | 0.366 | 0.274 | 0.078 | 0.357 | 1.000 | 0.502 | 0.387 | 0.342 | 0.764 | 0.303 | 0.135 | 0.548 |
| Sp. Atk | 0.088 | 0.362 | 0.314 | 0.039 | 0.471 | 0.502 | 1.000 | 0.572 | 0.460 | 0.730 | 0.149 | 0.070 | 0.810 |
| Sp. Def | 0.076 | 0.321 | 0.579 | 0.019 | 0.493 | 0.387 | 0.572 | 1.000 | 0.321 | 0.757 | 0.082 | 0.097 | 0.551 |
| Speed | 0.019 | 0.373 | 0.093 | -0.014 | 0.266 | 0.342 | 0.460 | 0.321 | 1.000 | 0.568 | 0.130 | 0.139 | 0.508 |
| Total | 0.122 | 0.720 | 0.682 | 0.054 | 0.713 | 0.764 | 0.730 | 0.757 | 0.568 | 1.000 | 0.129 | 0.119 | 0.892 |
| Type 1 | 0.162 | 0.119 | 0.151 | 0.158 | 0.077 | 0.303 | 0.149 | 0.082 | 0.130 | 0.129 | 1.000 | 0.244 | 0.121 |
| Type 2 | 0.265 | 0.105 | 0.147 | 0.282 | 0.144 | 0.135 | 0.070 | 0.097 | 0.139 | 0.119 | 0.244 | 1.000 | 0.096 |
| combine | 0.105 | 0.817 | 0.515 | 0.046 | 0.632 | 0.548 | 0.810 | 0.551 | 0.508 | 0.892 | 0.121 | 0.096 | 1.000 |
Missing values
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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| # | Type 1 | Type 2 | Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | Type 1 + Type 2 | combine | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Name | ||||||||||||||
| Bulbasaur | 1 | Grass | Poison | 318 | 45 | 49 | 49 | 65 | 65 | 45 | 1 | False | Grass+Poison | 114 |
| Ivysaur | 2 | Grass | Poison | 405 | 60 | 62 | 63 | 80 | 80 | 60 | 1 | False | Grass+Poison | 142 |
| Venusaur | 3 | Grass | Poison | 525 | 80 | 82 | 83 | 100 | 100 | 80 | 1 | False | Grass+Poison | 182 |
| VenusaurMega Venusaur | 3 | Grass | Poison | 625 | 80 | 100 | 123 | 122 | 120 | 80 | 1 | False | Grass+Poison | 222 |
| Charmander | 4 | Fire | NaN | 309 | 39 | 52 | 43 | 60 | 50 | 65 | 1 | False | NaN | 112 |
| Charmeleon | 5 | Fire | NaN | 405 | 58 | 64 | 58 | 80 | 65 | 80 | 1 | False | NaN | 144 |
| Charizard | 6 | Fire | Flying | 534 | 78 | 84 | 78 | 109 | 85 | 100 | 1 | False | Fire+Flying | 193 |
| CharizardMega Charizard X | 6 | Fire | Dragon | 634 | 78 | 130 | 111 | 130 | 85 | 100 | 1 | False | Fire+Dragon | 260 |
| CharizardMega Charizard Y | 6 | Fire | Flying | 634 | 78 | 104 | 78 | 159 | 115 | 100 | 1 | False | Fire+Flying | 263 |
| Squirtle | 7 | Water | NaN | 314 | 44 | 48 | 65 | 50 | 64 | 43 | 1 | False | NaN | 98 |
| # | Type 1 | Type 2 | Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | Type 1 + Type 2 | combine | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Name | ||||||||||||||
| Noibat | 714 | Flying | Dragon | 245 | 40 | 30 | 35 | 45 | 40 | 55 | 6 | False | Flying+Dragon | 75 |
| Noivern | 715 | Flying | Dragon | 535 | 85 | 70 | 80 | 97 | 80 | 123 | 6 | False | Flying+Dragon | 167 |
| Xerneas | 716 | Fairy | NaN | 680 | 126 | 131 | 95 | 131 | 98 | 99 | 6 | True | NaN | 262 |
| Yveltal | 717 | Dark | Flying | 680 | 126 | 131 | 95 | 131 | 98 | 99 | 6 | True | Dark+Flying | 262 |
| Zygarde50% Forme | 718 | Dragon | Ground | 600 | 108 | 100 | 121 | 81 | 95 | 95 | 6 | True | Dragon+Ground | 181 |
| Diancie | 719 | Rock | Fairy | 600 | 50 | 100 | 150 | 100 | 150 | 50 | 6 | True | Rock+Fairy | 200 |
| DiancieMega Diancie | 719 | Rock | Fairy | 700 | 50 | 160 | 110 | 160 | 110 | 110 | 6 | True | Rock+Fairy | 320 |
| HoopaHoopa Confined | 720 | Psychic | Ghost | 600 | 80 | 110 | 60 | 150 | 130 | 70 | 6 | True | Psychic+Ghost | 260 |
| HoopaHoopa Unbound | 720 | Psychic | Dark | 680 | 80 | 160 | 60 | 170 | 130 | 80 | 6 | True | Psychic+Dark | 330 |
| Volcanion | 721 | Fire | Water | 600 | 80 | 110 | 120 | 130 | 90 | 70 | 6 | True | Fire+Water | 240 |
Duplicate rows
Most frequently occurring
| # | Type 1 | Type 2 | Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | Type 1 + Type 2 | combine | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 647 | Water | Fighting | 580 | 91 | 72 | 90 | 129 | 90 | 108 | 5 | False | Water+Fighting | 201 | 2 |
| 1 | 678 | Psychic | NaN | 466 | 74 | 48 | 76 | 83 | 81 | 104 | 6 | False | NaN | 131 | 2 |