Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 673 |
| Missing cells | 7424 |
| Missing cells (%) | 55.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 116.5 KiB |
| Average record size in memory | 177.2 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Numeric | 16 |
| Categorical | 1 |
Dataset
| Description | Over the last several years, the original standardized plans (A ‐ J) have been updated, and several new plans have been added. However, for historical rate increase purposes, this data includes all plans whether they are available for sale or not. Only plans with asterisks can be sold under the MIPPA act: A, B, C, D, F, HD‐F, G, K, L, M, and N. |
|---|---|
| Author | 미국 |
| URL | https://catalog.data.gov/dataset/iowa-standardized-medicare-supplement-rate-changes |
A is highly overall correlated with B and 13 other fields | High correlation |
B is highly overall correlated with A and 14 other fields | High correlation |
C is highly overall correlated with A and 13 other fields | High correlation |
D is highly overall correlated with A and 14 other fields | High correlation |
E is highly overall correlated with A and 9 other fields | High correlation |
F is highly overall correlated with A and 12 other fields | High correlation |
G is highly overall correlated with A and 12 other fields | High correlation |
H is highly overall correlated with A and 13 other fields | High correlation |
I is highly overall correlated with A and 10 other fields | High correlation |
J is highly overall correlated with A and 11 other fields | High correlation |
HDF is highly overall correlated with B and 9 other fields | High correlation |
HDG is highly overall correlated with HDF | High correlation |
K is highly overall correlated with A and 7 other fields | High correlation |
L is highly overall correlated with A and 13 other fields | High correlation |
M is highly overall correlated with A and 11 other fields | High correlation |
N is highly overall correlated with A and 9 other fields | High correlation |
HDJ is highly overall correlated with A and 11 other fields | High correlation |
HDJ is highly imbalanced (96.9%) | Imbalance |
Form Numbers has 7 (1.0%) missing values | Missing |
A has 142 (21.1%) missing values | Missing |
B has 473 (70.3%) missing values | Missing |
C has 396 (58.8%) missing values | Missing |
D has 474 (70.4%) missing values | Missing |
E has 609 (90.5%) missing values | Missing |
F has 35 (5.2%) missing values | Missing |
G has 171 (25.4%) missing values | Missing |
H has 637 (94.7%) missing values | Missing |
I has 618 (91.8%) missing values | Missing |
J has 604 (89.7%) missing values | Missing |
HDF has 495 (73.6%) missing values | Missing |
HDG has 614 (91.2%) missing values | Missing |
K has 607 (90.2%) missing values | Missing |
L has 599 (89.0%) missing values | Missing |
M has 639 (94.9%) missing values | Missing |
N has 304 (45.2%) missing values | Missing |
A has 146 (21.7%) zeros | Zeros |
B has 46 (6.8%) zeros | Zeros |
C has 71 (10.5%) zeros | Zeros |
D has 55 (8.2%) zeros | Zeros |
E has 17 (2.5%) zeros | Zeros |
F has 116 (17.2%) zeros | Zeros |
G has 71 (10.5%) zeros | Zeros |
I has 11 (1.6%) zeros | Zeros |
J has 15 (2.2%) zeros | Zeros |
HDF has 65 (9.7%) zeros | Zeros |
HDG has 40 (5.9%) zeros | Zeros |
K has 29 (4.3%) zeros | Zeros |
L has 31 (4.6%) zeros | Zeros |
M has 16 (2.4%) zeros | Zeros |
N has 63 (9.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-29 05:18:02.700681 |
|---|---|
| Analysis finished | 2024-02-29 05:19:19.536377 |
| Duration | 1 minute and 16.84 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Company Name
Text
| Distinct | 126 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
Length
| Max length | 76 |
|---|---|
| Median length | 52 |
| Mean length | 37.500743 |
| Min length | 18 |
Characters and Unicode
| Total characters | 25238 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | Medico Life and Health Insurance Company |
|---|---|
| 2nd row | Physicians Life Insurance Company |
| 3rd row | New York Life Insurance Company |
| 4th row | Avera Health Plans |
| 5th row | Medico Insurance Company |
| Value | Count | Frequency (%) |
| company | 604 | |
| insurance | 573 | |
| life | 424 | 12.5% |
| of | 105 | 3.1% |
| american | 88 | 2.6% |
| health | 67 | 2.0% |
| 56 | 1.6% | |
| united | 55 | 1.6% |
| national | 54 | 1.6% |
| and | 51 | 1.5% |
| Other values (162) | 1320 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2794 | 11.1% |
| 2724 | 10.8% | |
| a | 2344 | 9.3% |
| e | 2189 | 8.7% |
| r | 1230 | 4.9% |
| i | 1204 | 4.8% |
| o | 1199 | 4.8% |
| s | 1020 | 4.0% |
| c | 982 | 3.9% |
| m | 906 | 3.6% |
| Other values (45) | 8646 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18892 | |
| Uppercase Letter | 3365 | 13.3% |
| Space Separator | 2724 | 10.8% |
| Other Punctuation | 102 | 0.4% |
| Open Punctuation | 60 | 0.2% |
| Close Punctuation | 60 | 0.2% |
| Dash Punctuation | 31 | 0.1% |
| Connector Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 2794 | |
| a | 2344 | |
| e | 2189 | |
| r | 1230 | 6.5% |
| i | 1204 | 6.4% |
| o | 1199 | 6.3% |
| s | 1020 | 5.4% |
| c | 982 | 5.2% |
| m | 906 | 4.8% |
| u | 853 | 4.5% |
| Other values (14) | 4171 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 804 | |
| I | 645 | |
| L | 482 | |
| A | 324 | |
| S | 140 | 4.2% |
| M | 104 | 3.1% |
| H | 99 | 2.9% |
| U | 96 | 2.9% |
| F | 94 | 2.8% |
| G | 76 | 2.3% |
| Other values (13) | 501 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 36 | |
| . | 34 | |
| , | 32 |
Space Separator
| Value | Count | Frequency (%) |
| 2724 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 60 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 60 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 31 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22257 | |
| Common | 2981 | 11.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 2794 | 12.6% |
| a | 2344 | 10.5% |
| e | 2189 | 9.8% |
| r | 1230 | 5.5% |
| i | 1204 | 5.4% |
| o | 1199 | 5.4% |
| s | 1020 | 4.6% |
| c | 982 | 4.4% |
| m | 906 | 4.1% |
| u | 853 | 3.8% |
| Other values (37) | 7536 |
Common
| Value | Count | Frequency (%) |
| 2724 | ||
| ( | 60 | 2.0% |
| ) | 60 | 2.0% |
| & | 36 | 1.2% |
| . | 34 | 1.1% |
| , | 32 | 1.1% |
| - | 31 | 1.0% |
| _ | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 2794 | 11.1% |
| 2724 | 10.8% | |
| a | 2344 | 9.3% |
| e | 2189 | 8.7% |
| r | 1230 | 4.9% |
| i | 1204 | 4.8% |
| o | 1199 | 4.8% |
| s | 1020 | 4.0% |
| c | 982 | 3.9% |
| m | 906 | 3.6% |
| Other values (45) | 8646 |
Form Numbers
Text
MISSING
| Distinct | 187 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 7 |
| Missing (%) | 1.0% |
| Memory size | 5.4 KiB |
Length
| Max length | 64 |
|---|---|
| Median length | 45 |
| Mean length | 31.168168 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20758 |
|---|---|
| Distinct characters | 73 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | 2.1% |
Sample
| 1st row | Standardized MIPPA MLHMS2023G et al |
|---|---|
| 2nd row | Forms L265 et al |
| 3rd row | NYM1 et al |
| 4th row | IA-SEL-MF (06/10) et al |
| 5th row | 2010 Group MIPPA Plans: MSA21A, D, F, M, and N |
| Value | Count | Frequency (%) |
| al | 414 | 11.0% |
| et | 410 | 10.9% |
| mippa | 350 | 9.3% |
| plans | 196 | 5.2% |
| 2010 | 176 | 4.7% |
| f | 124 | 3.3% |
| 123 | 3.3% | |
| and | 100 | 2.6% |
| a | 98 | 2.6% |
| g | 78 | 2.1% |
| Other values (326) | 1706 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3195 | 15.4% | |
| A | 1197 | 5.8% |
| 0 | 1172 | 5.6% |
| P | 1015 | 4.9% |
| a | 1010 | 4.9% |
| M | 1006 | 4.8% |
| e | 886 | 4.3% |
| l | 768 | 3.7% |
| 1 | 743 | 3.6% |
| - | 733 | 3.5% |
| Other values (63) | 9033 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6189 | |
| Uppercase Letter | 6177 | |
| Decimal Number | 3410 | |
| Space Separator | 3195 | |
| Dash Punctuation | 733 | 3.5% |
| Other Punctuation | 614 | 3.0% |
| Close Punctuation | 198 | 1.0% |
| Open Punctuation | 198 | 1.0% |
| Math Symbol | 26 | 0.1% |
| Connector Punctuation | 10 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1197 | |
| P | 1015 | |
| M | 1006 | |
| I | 638 | |
| S | 493 | |
| F | 354 | 5.7% |
| G | 344 | 5.6% |
| N | 192 | 3.1% |
| L | 170 | 2.8% |
| C | 158 | 2.6% |
| Other values (14) | 610 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1010 | |
| e | 886 | |
| l | 768 | |
| n | 613 | |
| t | 581 | |
| d | 508 | |
| s | 312 | 5.0% |
| r | 305 | 4.9% |
| i | 259 | 4.2% |
| p | 246 | 4.0% |
| Other values (13) | 701 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1172 | |
| 1 | 743 | |
| 2 | 528 | |
| 9 | 232 | 6.8% |
| 4 | 182 | 5.3% |
| 5 | 150 | 4.4% |
| 6 | 121 | 3.5% |
| 3 | 118 | 3.5% |
| 7 | 91 | 2.7% |
| 8 | 73 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 455 | |
| : | 68 | 11.1% |
| . | 32 | 5.2% |
| * | 20 | 3.3% |
| / | 15 | 2.4% |
| ; | 12 | 2.0% |
| & | 8 | 1.3% |
| ' | 4 | 0.7% |
Math Symbol
| Value | Count | Frequency (%) |
| | | 20 | |
| < | 6 | 23.1% |
Space Separator
| Value | Count | Frequency (%) |
| 3195 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 733 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 198 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 198 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 10 |
Control
| Value | Count | Frequency (%) |
| 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12366 | |
| Common | 8392 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 1197 | 9.7% |
| P | 1015 | 8.2% |
| a | 1010 | 8.2% |
| M | 1006 | 8.1% |
| e | 886 | 7.2% |
| l | 768 | 6.2% |
| I | 638 | 5.2% |
| n | 613 | 5.0% |
| t | 581 | 4.7% |
| d | 508 | 4.1% |
| Other values (37) | 4144 |
Common
| Value | Count | Frequency (%) |
| 3195 | ||
| 0 | 1172 | 14.0% |
| 1 | 743 | 8.9% |
| - | 733 | 8.7% |
| 2 | 528 | 6.3% |
| , | 455 | 5.4% |
| 9 | 232 | 2.8% |
| ) | 198 | 2.4% |
| ( | 198 | 2.4% |
| 4 | 182 | 2.2% |
| Other values (16) | 756 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20758 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3195 | 15.4% | |
| A | 1197 | 5.8% |
| 0 | 1172 | 5.6% |
| P | 1015 | 4.9% |
| a | 1010 | 4.9% |
| M | 1006 | 4.8% |
| e | 886 | 4.3% |
| l | 768 | 3.7% |
| 1 | 743 | 3.6% |
| - | 733 | 3.5% |
| Other values (63) | 9033 |
EffectiveDate
Date
| Distinct | 117 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2020-03-01 00:00:00 |
|---|---|
| Maximum | 2024-07-01 00:00:00 |
Histogram with fixed size bins (bins=50)
A
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 66 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 142 |
| Missing (%) | 21.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061135593 |
| Minimum | -0.05 |
|---|---|
| Maximum | 0.195 |
| Zeros | 146 |
| Zeros (%) | 21.7% |
| Negative | 5 |
| Negative (%) | 0.7% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.05 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.06 |
| Q3 | 0.094 |
| 95-th percentile | 0.15 |
| Maximum | 0.195 |
| Range | 0.245 |
| Interquartile range (IQR) | 0.094 |
Descriptive statistics
| Standard deviation | 0.051826238 |
|---|---|
| Coefficient of variation (CV) | 0.8477261 |
| Kurtosis | -0.81257975 |
| Mean | 0.061135593 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 0.30528802 |
| Sum | 32.463 |
| Variance | 0.0026859589 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 146 | |
| 0.06 | 33 | 4.9% |
| 0.05 | 30 | 4.5% |
| 0.09 | 27 | 4.0% |
| 0.15 | 26 | 3.9% |
| 0.07 | 25 | 3.7% |
| 0.08 | 18 | 2.7% |
| 0.12 | 16 | 2.4% |
| 0.03 | 15 | 2.2% |
| 0.065 | 15 | 2.2% |
| Other values (56) | 180 | |
| (Missing) | 142 |
| Value | Count | Frequency (%) |
| -0.05 | 3 | 0.4% |
| -0.045 | 1 | 0.1% |
| -0.02 | 1 | 0.1% |
| 0.0 | 146 | |
| 0.01 | 1 | 0.1% |
| 0.02 | 4 | 0.6% |
| 0.025 | 7 | 1.0% |
| 0.03 | 15 | 2.2% |
| 0.033 | 1 | 0.1% |
| 0.034 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.195 | 1 | 0.1% |
| 0.18 | 1 | 0.1% |
| 0.179 | 2 | |
| 0.175 | 1 | 0.1% |
| 0.174 | 1 | 0.1% |
| 0.17 | 3 | |
| 0.169 | 1 | 0.1% |
| 0.164 | 1 | 0.1% |
| 0.16 | 2 | |
| 0.155 | 2 |
B
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 44 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 473 |
| Missing (%) | 70.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05578 |
| Minimum | -0.05 |
|---|---|
| Maximum | 0.18 |
| Zeros | 46 |
| Zeros (%) | 6.8% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.05 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.025 |
| median | 0.06 |
| Q3 | 0.08 |
| 95-th percentile | 0.14405 |
| Maximum | 0.18 |
| Range | 0.23 |
| Interquartile range (IQR) | 0.055 |
Descriptive statistics
| Standard deviation | 0.043440037 |
|---|---|
| Coefficient of variation (CV) | 0.77877441 |
| Kurtosis | 0.023507874 |
| Mean | 0.05578 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 0.41919673 |
| Sum | 11.156 |
| Variance | 0.0018870368 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 0.0 | 46 | 6.8% |
| 0.06 | 19 | 2.8% |
| 0.07 | 15 | 2.2% |
| 0.05 | 13 | 1.9% |
| 0.03 | 11 | 1.6% |
| 0.09 | 9 | 1.3% |
| 0.08 | 7 | 1.0% |
| 0.079 | 7 | 1.0% |
| 0.055 | 6 | 0.9% |
| 0.15 | 5 | 0.7% |
| Other values (34) | 62 | 9.2% |
| (Missing) | 473 |
| Value | Count | Frequency (%) |
| -0.05 | 1 | 0.1% |
| 0.0 | 46 | |
| 0.01 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
| 0.025 | 3 | 0.4% |
| 0.03 | 11 | 1.6% |
| 0.033 | 1 | 0.1% |
| 0.035 | 5 | 0.7% |
| 0.04 | 3 | 0.4% |
| 0.045 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.18 | 1 | 0.1% |
| 0.179 | 1 | 0.1% |
| 0.169 | 1 | 0.1% |
| 0.15 | 5 | |
| 0.149 | 1 | 0.1% |
| 0.145 | 1 | 0.1% |
| 0.144 | 1 | 0.1% |
| 0.14 | 2 | 0.3% |
| 0.135 | 1 | 0.1% |
| 0.129 | 1 | 0.1% |
C
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 52 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 396 |
| Missing (%) | 58.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.055169675 |
| Minimum | -0.05 |
|---|---|
| Maximum | 0.179 |
| Zeros | 71 |
| Zeros (%) | 10.5% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.05 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.06 |
| Q3 | 0.08 |
| 95-th percentile | 0.1452 |
| Maximum | 0.179 |
| Range | 0.229 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.044420546 |
|---|---|
| Coefficient of variation (CV) | 0.80516236 |
| Kurtosis | -0.34175001 |
| Mean | 0.055169675 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 0.38943375 |
| Sum | 15.282 |
| Variance | 0.0019731849 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 71 | 10.5% |
| 0.06 | 25 | 3.7% |
| 0.05 | 23 | 3.4% |
| 0.07 | 14 | 2.1% |
| 0.08 | 13 | 1.9% |
| 0.03 | 10 | 1.5% |
| 0.09 | 10 | 1.5% |
| 0.095 | 9 | 1.3% |
| 0.079 | 8 | 1.2% |
| 0.1 | 8 | 1.2% |
| Other values (42) | 86 | 12.8% |
| (Missing) | 396 |
| Value | Count | Frequency (%) |
| -0.05 | 1 | 0.1% |
| 0.0 | 71 | |
| 0.01 | 1 | 0.1% |
| 0.02 | 2 | 0.3% |
| 0.025 | 5 | 0.7% |
| 0.03 | 10 | 1.5% |
| 0.032 | 1 | 0.1% |
| 0.033 | 1 | 0.1% |
| 0.035 | 6 | 0.9% |
| 0.036 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.179 | 1 | 0.1% |
| 0.169 | 1 | 0.1% |
| 0.164 | 1 | 0.1% |
| 0.155 | 3 | |
| 0.15 | 6 | |
| 0.149 | 1 | 0.1% |
| 0.146 | 1 | 0.1% |
| 0.145 | 1 | 0.1% |
| 0.144 | 1 | 0.1% |
| 0.137 | 1 | 0.1% |
D
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 39 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 474 |
| Missing (%) | 70.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.045271357 |
| Minimum | -0.1 |
|---|---|
| Maximum | 0.15 |
| Zeros | 55 |
| Zeros (%) | 8.2% |
| Negative | 3 |
| Negative (%) | 0.4% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.05 |
| Q3 | 0.0715 |
| 95-th percentile | 0.1 |
| Maximum | 0.15 |
| Range | 0.25 |
| Interquartile range (IQR) | 0.0715 |
Descriptive statistics
| Standard deviation | 0.039000087 |
|---|---|
| Coefficient of variation (CV) | 0.86147379 |
| Kurtosis | 0.037799142 |
| Mean | 0.045271357 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | -0.18758697 |
| Sum | 9.009 |
| Variance | 0.0015210068 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0.0 | 55 | 8.2% |
| 0.06 | 18 | 2.7% |
| 0.05 | 16 | 2.4% |
| 0.07 | 16 | 2.4% |
| 0.03 | 11 | 1.6% |
| 0.08 | 10 | 1.5% |
| 0.04 | 6 | 0.9% |
| 0.09 | 6 | 0.9% |
| 0.1 | 6 | 0.9% |
| 0.079 | 5 | 0.7% |
| Other values (29) | 50 | 7.4% |
| (Missing) | 474 |
| Value | Count | Frequency (%) |
| -0.1 | 1 | 0.1% |
| -0.05 | 2 | 0.3% |
| 0.0 | 55 | |
| 0.01 | 1 | 0.1% |
| 0.015 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
| 0.025 | 4 | 0.6% |
| 0.03 | 11 | 1.6% |
| 0.033 | 1 | 0.1% |
| 0.035 | 4 | 0.6% |
| Value | Count | Frequency (%) |
| 0.15 | 1 | 0.1% |
| 0.13 | 2 | 0.3% |
| 0.129 | 1 | 0.1% |
| 0.124 | 1 | 0.1% |
| 0.12 | 1 | 0.1% |
| 0.11 | 1 | 0.1% |
| 0.1 | 6 | |
| 0.099 | 2 | 0.3% |
| 0.095 | 4 | |
| 0.09 | 6 |
E
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 609 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.040078125 |
| Minimum | 0 |
|---|---|
| Maximum | 0.095 |
| Zeros | 17 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0395 |
| Q3 | 0.06925 |
| 95-th percentile | 0.08 |
| Maximum | 0.095 |
| Range | 0.095 |
| Interquartile range (IQR) | 0.06925 |
Descriptive statistics
| Standard deviation | 0.030162157 |
|---|---|
| Coefficient of variation (CV) | 0.75258403 |
| Kurtosis | -1.2999087 |
| Mean | 0.040078125 |
| Median Absolute Deviation (MAD) | 0.0305 |
| Skewness | -0.034566083 |
| Sum | 2.565 |
| Variance | 0.0009097557 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0.0 | 17 | 2.5% |
| 0.03 | 8 | 1.2% |
| 0.07 | 6 | 0.9% |
| 0.025 | 4 | 0.6% |
| 0.05 | 3 | 0.4% |
| 0.08 | 3 | 0.4% |
| 0.075 | 2 | 0.3% |
| 0.095 | 2 | 0.3% |
| 0.06 | 2 | 0.3% |
| 0.079 | 2 | 0.3% |
| Other values (14) | 15 | 2.2% |
| (Missing) | 609 |
| Value | Count | Frequency (%) |
| 0.0 | 17 | |
| 0.025 | 4 | 0.6% |
| 0.029 | 1 | 0.1% |
| 0.03 | 8 | |
| 0.035 | 1 | 0.1% |
| 0.039 | 1 | 0.1% |
| 0.04 | 2 | 0.3% |
| 0.047 | 1 | 0.1% |
| 0.05 | 3 | 0.4% |
| 0.053 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.095 | 2 | 0.3% |
| 0.081 | 1 | 0.1% |
| 0.08 | 3 | |
| 0.079 | 2 | 0.3% |
| 0.075 | 2 | 0.3% |
| 0.07 | 6 | |
| 0.069 | 1 | 0.1% |
| 0.066 | 1 | 0.1% |
| 0.065 | 1 | 0.1% |
| 0.064 | 1 | 0.1% |
F
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 75 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 35 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.068222571 |
| Minimum | -0.16 |
|---|---|
| Maximum | 0.199 |
| Zeros | 116 |
| Zeros (%) | 17.2% |
| Negative | 6 |
| Negative (%) | 0.9% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.16 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.065 |
| Q3 | 0.1 |
| 95-th percentile | 0.15 |
| Maximum | 0.199 |
| Range | 0.359 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.051045127 |
|---|---|
| Coefficient of variation (CV) | 0.74821466 |
| Kurtosis | -0.11368133 |
| Mean | 0.068222571 |
| Median Absolute Deviation (MAD) | 0.035 |
| Skewness | 0.062449832 |
| Sum | 43.526 |
| Variance | 0.002605605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 116 | |
| 0.05 | 41 | 6.1% |
| 0.06 | 35 | 5.2% |
| 0.12 | 31 | 4.6% |
| 0.09 | 30 | 4.5% |
| 0.07 | 28 | 4.2% |
| 0.03 | 27 | 4.0% |
| 0.08 | 25 | 3.7% |
| 0.15 | 25 | 3.7% |
| 0.065 | 23 | 3.4% |
| Other values (65) | 257 | |
| (Missing) | 35 | 5.2% |
| Value | Count | Frequency (%) |
| -0.16 | 1 | 0.1% |
| -0.06 | 1 | 0.1% |
| -0.05 | 4 | 0.6% |
| 0.0 | 116 | |
| 0.01 | 3 | 0.4% |
| 0.02 | 9 | 1.3% |
| 0.025 | 8 | 1.2% |
| 0.026 | 1 | 0.1% |
| 0.03 | 27 | 4.0% |
| 0.032 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.199 | 2 | |
| 0.195 | 1 | 0.1% |
| 0.18 | 4 | |
| 0.179 | 3 | |
| 0.175 | 2 | |
| 0.174 | 1 | 0.1% |
| 0.17 | 3 | |
| 0.169 | 2 | |
| 0.164 | 1 | 0.1% |
| 0.161 | 1 | 0.1% |
G
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 74 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 171 |
| Missing (%) | 25.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.076697211 |
| Minimum | -0.1 |
|---|---|
| Maximum | 0.199 |
| Zeros | 71 |
| Zeros (%) | 10.5% |
| Negative | 7 |
| Negative (%) | 1.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.04 |
| median | 0.075 |
| Q3 | 0.12 |
| 95-th percentile | 0.155 |
| Maximum | 0.199 |
| Range | 0.299 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.05293294 |
|---|---|
| Coefficient of variation (CV) | 0.69015469 |
| Kurtosis | -0.53005412 |
| Mean | 0.076697211 |
| Median Absolute Deviation (MAD) | 0.045 |
| Skewness | -0.06988169 |
| Sum | 38.502 |
| Variance | 0.0028018962 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 71 | 10.5% |
| 0.05 | 31 | 4.6% |
| 0.12 | 30 | 4.5% |
| 0.15 | 29 | 4.3% |
| 0.09 | 27 | 4.0% |
| 0.06 | 23 | 3.4% |
| 0.07 | 22 | 3.3% |
| 0.03 | 20 | 3.0% |
| 0.08 | 20 | 3.0% |
| 0.065 | 19 | 2.8% |
| Other values (64) | 210 | |
| (Missing) | 171 |
| Value | Count | Frequency (%) |
| -0.1 | 1 | 0.1% |
| -0.08 | 1 | 0.1% |
| -0.05 | 3 | 0.4% |
| -0.045 | 1 | 0.1% |
| -0.02 | 1 | 0.1% |
| 0.0 | 71 | |
| 0.01 | 4 | 0.6% |
| 0.019 | 1 | 0.1% |
| 0.02 | 5 | 0.7% |
| 0.025 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 0.199 | 2 | |
| 0.195 | 1 | 0.1% |
| 0.18 | 3 | |
| 0.179 | 4 | |
| 0.175 | 2 | |
| 0.174 | 1 | 0.1% |
| 0.17 | 2 | |
| 0.169 | 3 | |
| 0.164 | 1 | 0.1% |
| 0.161 | 1 | 0.1% |
H
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 19 |
|---|---|
| Distinct (%) | 52.8% |
| Missing | 637 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.058472222 |
| Minimum | 0 |
|---|---|
| Maximum | 0.13 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.04525 |
| median | 0.0585 |
| Q3 | 0.079 |
| 95-th percentile | 0.09225 |
| Maximum | 0.13 |
| Range | 0.13 |
| Interquartile range (IQR) | 0.03375 |
Descriptive statistics
| Standard deviation | 0.025732121 |
|---|---|
| Coefficient of variation (CV) | 0.44007428 |
| Kurtosis | 0.68398251 |
| Mean | 0.058472222 |
| Median Absolute Deviation (MAD) | 0.0195 |
| Skewness | 0.18911913 |
| Sum | 2.105 |
| Variance | 0.00066214206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0.05 | 6 | 0.9% |
| 0.03 | 5 | 0.7% |
| 0.065 | 4 | 0.6% |
| 0.079 | 4 | 0.6% |
| 0.07 | 2 | 0.3% |
| 0.02 | 2 | 0.3% |
| 0.075 | 1 | 0.1% |
| 0.081 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.13 | 1 | 0.1% |
| Other values (9) | 9 | 1.3% |
| (Missing) | 637 |
| Value | Count | Frequency (%) |
| 0.0 | 1 | 0.1% |
| 0.02 | 2 | 0.3% |
| 0.03 | 5 | |
| 0.04 | 1 | 0.1% |
| 0.047 | 1 | 0.1% |
| 0.05 | 6 | |
| 0.055 | 1 | 0.1% |
| 0.057 | 1 | 0.1% |
| 0.06 | 1 | 0.1% |
| 0.065 | 4 |
| Value | Count | Frequency (%) |
| 0.13 | 1 | 0.1% |
| 0.099 | 1 | 0.1% |
| 0.09 | 1 | 0.1% |
| 0.085 | 1 | 0.1% |
| 0.081 | 1 | 0.1% |
| 0.08 | 1 | 0.1% |
| 0.079 | 4 | |
| 0.075 | 1 | 0.1% |
| 0.07 | 2 | |
| 0.065 | 4 |
I
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 618 |
| Missing (%) | 91.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050309091 |
| Minimum | 0 |
|---|---|
| Maximum | 0.13 |
| Zeros | 11 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.055 |
| Q3 | 0.077 |
| 95-th percentile | 0.0927 |
| Maximum | 0.13 |
| Range | 0.13 |
| Interquartile range (IQR) | 0.047 |
Descriptive statistics
| Standard deviation | 0.032772997 |
|---|---|
| Coefficient of variation (CV) | 0.65143291 |
| Kurtosis | -0.6700662 |
| Mean | 0.050309091 |
| Median Absolute Deviation (MAD) | 0.025 |
| Skewness | -0.16616665 |
| Sum | 2.767 |
| Variance | 0.0010740694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0.0 | 11 | 1.6% |
| 0.05 | 5 | 0.7% |
| 0.03 | 5 | 0.7% |
| 0.079 | 4 | 0.6% |
| 0.065 | 4 | 0.6% |
| 0.08 | 3 | 0.4% |
| 0.07 | 3 | 0.4% |
| 0.09 | 3 | 0.4% |
| 0.02 | 2 | 0.3% |
| 0.06 | 2 | 0.3% |
| Other values (11) | 13 | 1.9% |
| (Missing) | 618 |
| Value | Count | Frequency (%) |
| 0.0 | 11 | |
| 0.02 | 2 | 0.3% |
| 0.03 | 5 | |
| 0.04 | 1 | 0.1% |
| 0.046 | 1 | 0.1% |
| 0.047 | 1 | 0.1% |
| 0.05 | 5 | |
| 0.055 | 2 | 0.3% |
| 0.057 | 1 | 0.1% |
| 0.06 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0.13 | 1 | 0.1% |
| 0.099 | 2 | |
| 0.09 | 3 | |
| 0.085 | 1 | 0.1% |
| 0.08 | 3 | |
| 0.079 | 4 | |
| 0.075 | 1 | 0.1% |
| 0.07 | 3 | |
| 0.065 | 4 | |
| 0.062 | 1 | 0.1% |
J
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 36.2% |
| Missing | 604 |
| Missing (%) | 89.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.048478261 |
| Minimum | 0 |
|---|---|
| Maximum | 0.12 |
| Zeros | 15 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.05 |
| Q3 | 0.07 |
| 95-th percentile | 0.0968 |
| Maximum | 0.12 |
| Range | 0.12 |
| Interquartile range (IQR) | 0.04 |
Descriptive statistics
| Standard deviation | 0.032049873 |
|---|---|
| Coefficient of variation (CV) | 0.66111846 |
| Kurtosis | -0.59552134 |
| Mean | 0.048478261 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | -0.10601536 |
| Sum | 3.345 |
| Variance | 0.0010271944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0.0 | 15 | 2.2% |
| 0.05 | 8 | 1.2% |
| 0.065 | 6 | 0.9% |
| 0.03 | 5 | 0.7% |
| 0.079 | 4 | 0.6% |
| 0.07 | 3 | 0.4% |
| 0.055 | 3 | 0.4% |
| 0.08 | 3 | 0.4% |
| 0.12 | 2 | 0.3% |
| 0.045 | 2 | 0.3% |
| Other values (15) | 18 | 2.7% |
| (Missing) | 604 |
| Value | Count | Frequency (%) |
| 0.0 | 15 | |
| 0.03 | 5 | 0.7% |
| 0.032 | 1 | 0.1% |
| 0.035 | 1 | 0.1% |
| 0.04 | 2 | 0.3% |
| 0.045 | 2 | 0.3% |
| 0.047 | 1 | 0.1% |
| 0.049 | 2 | 0.3% |
| 0.05 | 8 | |
| 0.055 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 0.12 | 2 | |
| 0.1 | 1 | 0.1% |
| 0.098 | 1 | 0.1% |
| 0.095 | 1 | 0.1% |
| 0.09 | 1 | 0.1% |
| 0.085 | 1 | 0.1% |
| 0.08 | 3 | |
| 0.079 | 4 | |
| 0.075 | 2 | |
| 0.07 | 3 |
HDF
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 37 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 495 |
| Missing (%) | 73.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04905618 |
| Minimum | -0.045 |
|---|---|
| Maximum | 0.17 |
| Zeros | 65 |
| Zeros (%) | 9.7% |
| Negative | 2 |
| Negative (%) | 0.3% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.045 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.05 |
| Q3 | 0.08 |
| 95-th percentile | 0.1315 |
| Maximum | 0.17 |
| Range | 0.215 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.046947587 |
|---|---|
| Coefficient of variation (CV) | 0.95701678 |
| Kurtosis | -0.81076375 |
| Mean | 0.04905618 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0.3996409 |
| Sum | 8.732 |
| Variance | 0.0022040759 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0.0 | 65 | 9.7% |
| 0.06 | 12 | 1.8% |
| 0.09 | 9 | 1.3% |
| 0.08 | 7 | 1.0% |
| 0.065 | 7 | 1.0% |
| 0.05 | 7 | 1.0% |
| 0.07 | 6 | 0.9% |
| 0.12 | 6 | 0.9% |
| 0.15 | 5 | 0.7% |
| 0.095 | 4 | 0.6% |
| Other values (27) | 50 | 7.4% |
| (Missing) | 495 |
| Value | Count | Frequency (%) |
| -0.045 | 1 | 0.1% |
| -0.02 | 1 | 0.1% |
| 0.0 | 65 | |
| 0.015 | 1 | 0.1% |
| 0.02 | 1 | 0.1% |
| 0.025 | 2 | 0.3% |
| 0.03 | 4 | 0.6% |
| 0.04 | 4 | 0.6% |
| 0.045 | 1 | 0.1% |
| 0.047 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.17 | 1 | 0.1% |
| 0.15 | 5 | |
| 0.14 | 3 | |
| 0.13 | 3 | |
| 0.129 | 1 | 0.1% |
| 0.12 | 6 | |
| 0.11 | 1 | 0.1% |
| 0.1 | 3 | |
| 0.099 | 3 | |
| 0.098 | 1 | 0.1% |
HDG
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 614 |
| Missing (%) | 91.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015050847 |
| Minimum | -0.224 |
|---|---|
| Maximum | 0.095 |
| Zeros | 40 |
| Zeros (%) | 5.9% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.224 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0425 |
| 95-th percentile | 0.081 |
| Maximum | 0.095 |
| Range | 0.319 |
| Interquartile range (IQR) | 0.0425 |
Descriptive statistics
| Standard deviation | 0.043797112 |
|---|---|
| Coefficient of variation (CV) | 2.9099433 |
| Kurtosis | 14.7021 |
| Mean | 0.015050847 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.3645928 |
| Sum | 0.888 |
| Variance | 0.001918187 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 40 | 5.9% |
| 0.065 | 3 | 0.4% |
| 0.06 | 3 | 0.4% |
| 0.09 | 2 | 0.3% |
| 0.055 | 2 | 0.3% |
| 0.05 | 1 | 0.1% |
| 0.08 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.037 | 1 | 0.1% |
| 0.045 | 1 | 0.1% |
| Other values (4) | 4 | 0.6% |
| (Missing) | 614 |
| Value | Count | Frequency (%) |
| -0.224 | 1 | 0.1% |
| 0.0 | 40 | |
| 0.03 | 1 | 0.1% |
| 0.037 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.045 | 1 | 0.1% |
| 0.05 | 1 | 0.1% |
| 0.055 | 2 | 0.3% |
| 0.06 | 3 | 0.4% |
| 0.065 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 0.095 | 1 | 0.1% |
| 0.09 | 2 | |
| 0.08 | 1 | 0.1% |
| 0.07 | 1 | 0.1% |
| 0.065 | 3 | |
| 0.06 | 3 | |
| 0.055 | 2 | |
| 0.05 | 1 | 0.1% |
| 0.045 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
HDJ
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| <NA> | |
|---|---|
| 0.03 | 2 |
| 0.04 | 1 |
| 0.047 | 1 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0014859 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | <NA> |
|---|---|
| 2nd row | <NA> |
| 3rd row | <NA> |
| 4th row | <NA> |
| 5th row | <NA> |
Common Values
| Value | Count | Frequency (%) |
| <NA> | 669 | |
| 0.03 | 2 | 0.3% |
| 0.04 | 1 | 0.1% |
| 0.047 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| na | 669 | |
| 0.03 | 2 | 0.3% |
| 0.04 | 1 | 0.1% |
| 0.047 | 1 | 0.1% |
K
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 607 |
| Missing (%) | 90.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.038090909 |
| Minimum | 0 |
|---|---|
| Maximum | 0.15 |
| Zeros | 29 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0395 |
| Q3 | 0.068 |
| 95-th percentile | 0.09875 |
| Maximum | 0.15 |
| Range | 0.15 |
| Interquartile range (IQR) | 0.068 |
Descriptive statistics
| Standard deviation | 0.038380174 |
|---|---|
| Coefficient of variation (CV) | 1.0075941 |
| Kurtosis | -0.71606409 |
| Mean | 0.038090909 |
| Median Absolute Deviation (MAD) | 0.0395 |
| Skewness | 0.46975452 |
| Sum | 2.514 |
| Variance | 0.0014730378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 29 | 4.3% |
| 0.055 | 6 | 0.9% |
| 0.065 | 3 | 0.4% |
| 0.1 | 3 | 0.4% |
| 0.079 | 3 | 0.4% |
| 0.05 | 3 | 0.4% |
| 0.03 | 3 | 0.4% |
| 0.07 | 2 | 0.3% |
| 0.085 | 2 | 0.3% |
| 0.06 | 2 | 0.3% |
| Other values (10) | 10 | 1.5% |
| (Missing) | 607 |
| Value | Count | Frequency (%) |
| 0.0 | 29 | |
| 0.029 | 1 | 0.1% |
| 0.03 | 3 | 0.4% |
| 0.049 | 1 | 0.1% |
| 0.05 | 3 | 0.4% |
| 0.055 | 6 | 0.9% |
| 0.06 | 2 | 0.3% |
| 0.064 | 1 | 0.1% |
| 0.065 | 3 | 0.4% |
| 0.069 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.15 | 1 | 0.1% |
| 0.1 | 3 | |
| 0.095 | 1 | 0.1% |
| 0.09 | 1 | 0.1% |
| 0.085 | 2 | |
| 0.081 | 1 | 0.1% |
| 0.08 | 1 | 0.1% |
| 0.079 | 3 | |
| 0.075 | 1 | 0.1% |
| 0.07 | 2 |
L
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 599 |
| Missing (%) | 89.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.034418919 |
| Minimum | 0 |
|---|---|
| Maximum | 0.15 |
| Zeros | 31 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.03 |
| Q3 | 0.055 |
| 95-th percentile | 0.1 |
| Maximum | 0.15 |
| Range | 0.15 |
| Interquartile range (IQR) | 0.055 |
Descriptive statistics
| Standard deviation | 0.036501082 |
|---|---|
| Coefficient of variation (CV) | 1.0604947 |
| Kurtosis | 0.30968856 |
| Mean | 0.034418919 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 0.87732145 |
| Sum | 2.547 |
| Variance | 0.001332329 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 0.0 | 31 | 4.6% |
| 0.03 | 5 | 0.7% |
| 0.05 | 5 | 0.7% |
| 0.055 | 4 | 0.6% |
| 0.08 | 3 | 0.4% |
| 0.1 | 3 | 0.4% |
| 0.095 | 2 | 0.3% |
| 0.06 | 2 | 0.3% |
| 0.029 | 2 | 0.3% |
| 0.047 | 2 | 0.3% |
| Other values (15) | 15 | 2.2% |
| (Missing) | 599 |
| Value | Count | Frequency (%) |
| 0.0 | 31 | |
| 0.02 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.029 | 2 | 0.3% |
| 0.03 | 5 | 0.7% |
| 0.032 | 1 | 0.1% |
| 0.039 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.045 | 1 | 0.1% |
| 0.047 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0.15 | 1 | 0.1% |
| 0.13 | 1 | 0.1% |
| 0.1 | 3 | |
| 0.095 | 2 | |
| 0.08 | 3 | |
| 0.075 | 1 | 0.1% |
| 0.07 | 1 | 0.1% |
| 0.069 | 1 | 0.1% |
| 0.066 | 1 | 0.1% |
| 0.061 | 1 | 0.1% |
M
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 639 |
| Missing (%) | 94.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.042558824 |
| Minimum | 0 |
|---|---|
| Maximum | 0.15 |
| Zeros | 16 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0525 |
| Q3 | 0.07375 |
| 95-th percentile | 0.1175 |
| Maximum | 0.15 |
| Range | 0.15 |
| Interquartile range (IQR) | 0.07375 |
Descriptive statistics
| Standard deviation | 0.045655622 |
|---|---|
| Coefficient of variation (CV) | 1.0727651 |
| Kurtosis | -0.36391306 |
| Mean | 0.042558824 |
| Median Absolute Deviation (MAD) | 0.0525 |
| Skewness | 0.65515226 |
| Sum | 1.447 |
| Variance | 0.0020844358 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.0 | 16 | 2.4% |
| 0.06 | 4 | 0.6% |
| 0.08 | 3 | 0.4% |
| 0.15 | 2 | 0.3% |
| 0.07 | 2 | 0.3% |
| 0.095 | 1 | 0.1% |
| 0.05 | 1 | 0.1% |
| 0.075 | 1 | 0.1% |
| 0.1 | 1 | 0.1% |
| 0.065 | 1 | 0.1% |
| Other values (2) | 2 | 0.3% |
| (Missing) | 639 |
| Value | Count | Frequency (%) |
| 0.0 | 16 | |
| 0.05 | 1 | 0.1% |
| 0.055 | 1 | 0.1% |
| 0.06 | 4 | 0.6% |
| 0.065 | 1 | 0.1% |
| 0.07 | 2 | 0.3% |
| 0.075 | 1 | 0.1% |
| 0.08 | 3 | 0.4% |
| 0.087 | 1 | 0.1% |
| 0.095 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.15 | 2 | |
| 0.1 | 1 | 0.1% |
| 0.095 | 1 | 0.1% |
| 0.087 | 1 | 0.1% |
| 0.08 | 3 | |
| 0.075 | 1 | 0.1% |
| 0.07 | 2 | |
| 0.065 | 1 | 0.1% |
| 0.06 | 4 | |
| 0.055 | 1 | 0.1% |
N
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 72 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 304 |
| Missing (%) | 45.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0720271 |
| Minimum | -0.131 |
|---|---|
| Maximum | 0.199 |
| Zeros | 63 |
| Zeros (%) | 9.4% |
| Negative | 9 |
| Negative (%) | 1.3% |
| Memory size | 6.0 KiB |
Quantile statistics
| Minimum | -0.131 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.07 |
| Q3 | 0.119 |
| 95-th percentile | 0.153 |
| Maximum | 0.199 |
| Range | 0.33 |
| Interquartile range (IQR) | 0.089 |
Descriptive statistics
| Standard deviation | 0.056203428 |
|---|---|
| Coefficient of variation (CV) | 0.78030947 |
| Kurtosis | -0.042153441 |
| Mean | 0.0720271 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -0.20824277 |
| Sum | 26.578 |
| Variance | 0.0031588254 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 63 | 9.4% |
| 0.06 | 28 | 4.2% |
| 0.15 | 23 | 3.4% |
| 0.12 | 17 | 2.5% |
| 0.09 | 15 | 2.2% |
| 0.03 | 14 | 2.1% |
| 0.05 | 14 | 2.1% |
| 0.08 | 13 | 1.9% |
| 0.1 | 13 | 1.9% |
| 0.04 | 11 | 1.6% |
| Other values (62) | 158 | |
| (Missing) | 304 |
| Value | Count | Frequency (%) |
| -0.131 | 1 | 0.1% |
| -0.1 | 3 | 0.4% |
| -0.05 | 2 | 0.3% |
| -0.04 | 1 | 0.1% |
| -0.03 | 1 | 0.1% |
| -0.025 | 1 | 0.1% |
| 0.0 | 63 | |
| 0.01 | 3 | 0.4% |
| 0.02 | 4 | 0.6% |
| 0.025 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.199 | 2 | |
| 0.195 | 1 | |
| 0.18 | 2 | |
| 0.179 | 2 | |
| 0.175 | 1 | |
| 0.174 | 1 | |
| 0.17 | 2 | |
| 0.169 | 2 | |
| 0.164 | 1 | |
| 0.16 | 1 |
| A | B | C | D | E | F | G | H | I | J | HDF | HDG | HDJ | K | L | M | N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | 1.000 | 0.981 | 0.975 | 0.976 | 0.855 | 0.846 | 0.972 | 0.712 | 0.962 | 0.947 | 0.951 | 0.380 | NaN | 0.831 | 0.804 | 0.854 | 0.810 |
| B | 0.981 | 1.000 | 0.999 | 0.912 | 0.965 | 0.948 | 0.936 | 0.902 | 0.998 | 0.834 | 0.857 | 0.000 | 1.000 | 0.747 | 0.668 | 0.819 | 0.952 |
| C | 0.975 | 0.999 | 1.000 | 0.955 | 0.886 | 0.920 | 0.935 | 0.833 | 0.882 | 0.924 | 0.959 | 0.000 | 1.000 | 0.723 | 0.733 | 0.643 | 0.867 |
| D | 0.976 | 0.912 | 0.955 | 1.000 | 0.961 | 0.870 | 0.978 | 0.868 | 0.917 | 0.954 | 0.790 | 0.000 | NaN | 0.900 | 0.862 | 0.953 | 0.944 |
| E | 0.855 | 0.965 | 0.886 | 0.961 | 1.000 | 0.862 | 0.783 | 0.979 | 0.831 | 0.883 | 0.669 | NaN | 1.000 | 0.906 | 0.493 | 0.416 | 0.528 |
| F | 0.846 | 0.948 | 0.920 | 0.870 | 0.862 | 1.000 | 0.834 | 0.962 | 0.867 | 0.763 | 0.794 | 0.723 | NaN | 0.549 | 0.677 | 0.650 | 0.928 |
| G | 0.972 | 0.936 | 0.935 | 0.978 | 0.783 | 0.834 | 1.000 | 0.581 | 0.587 | 0.827 | 0.851 | 0.279 | NaN | 0.733 | 0.750 | 0.693 | 0.847 |
| H | 0.712 | 0.902 | 0.833 | 0.868 | 0.979 | 0.962 | 0.581 | 1.000 | 0.999 | 0.928 | 0.926 | NaN | 1.000 | 1.000 | 0.997 | 0.000 | NaN |
| I | 0.962 | 0.998 | 0.882 | 0.917 | 0.831 | 0.867 | 0.587 | 0.999 | 1.000 | 0.928 | 0.926 | NaN | 1.000 | 1.000 | 0.851 | 0.000 | 1.000 |
| J | 0.947 | 0.834 | 0.924 | 0.954 | 0.883 | 0.763 | 0.827 | 0.928 | 0.928 | 1.000 | 0.769 | NaN | 1.000 | 0.930 | 0.747 | NaN | 1.000 |
| HDF | 0.951 | 0.857 | 0.959 | 0.790 | 0.669 | 0.794 | 0.851 | 0.926 | 0.926 | 0.769 | 1.000 | 0.713 | 1.000 | 0.829 | 0.874 | 0.876 | 0.779 |
| HDG | 0.380 | 0.000 | 0.000 | 0.000 | NaN | 0.723 | 0.279 | NaN | NaN | NaN | 0.713 | 1.000 | NaN | 0.000 | 0.000 | 0.000 | 0.899 |
| HDJ | NaN | 1.000 | 1.000 | NaN | 1.000 | NaN | NaN | 1.000 | 1.000 | 1.000 | 1.000 | NaN | 1.000 | NaN | 1.000 | NaN | NaN |
| K | 0.831 | 0.747 | 0.723 | 0.900 | 0.906 | 0.549 | 0.733 | 1.000 | 1.000 | 0.930 | 0.829 | 0.000 | NaN | 1.000 | 0.984 | 0.957 | 0.916 |
| L | 0.804 | 0.668 | 0.733 | 0.862 | 0.493 | 0.677 | 0.750 | 0.997 | 0.851 | 0.747 | 0.874 | 0.000 | 1.000 | 0.984 | 1.000 | 0.994 | 0.684 |
| M | 0.854 | 0.819 | 0.643 | 0.953 | 0.416 | 0.650 | 0.693 | 0.000 | 0.000 | NaN | 0.876 | 0.000 | NaN | 0.957 | 0.994 | 1.000 | 0.776 |
| N | 0.810 | 0.952 | 0.867 | 0.944 | 0.528 | 0.928 | 0.847 | NaN | 1.000 | 1.000 | 0.779 | 0.899 | NaN | 0.916 | 0.684 | 0.776 | 1.000 |
| A | B | C | D | E | F | G | H | I | J | HDF | HDG | K | L | M | N | HDJ | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | 1.000 | 0.954 | 0.943 | 0.804 | 0.867 | 0.764 | 0.712 | 0.898 | 0.849 | 0.791 | 0.386 | -0.108 | 0.507 | 0.679 | 0.594 | 0.673 | 1.000 |
| B | 0.954 | 1.000 | 0.952 | 0.880 | 0.999 | 0.932 | 0.872 | 0.950 | 0.961 | 0.850 | 0.699 | -0.382 | 0.742 | 0.641 | 0.799 | 0.771 | 0.707 |
| C | 0.943 | 0.952 | 1.000 | 0.837 | 0.870 | 0.863 | 0.721 | 0.887 | 0.859 | 0.879 | 0.494 | -0.391 | 0.655 | 0.601 | 0.794 | 0.613 | 0.707 |
| D | 0.804 | 0.880 | 0.837 | 1.000 | 0.995 | 0.744 | 0.814 | 0.897 | 0.982 | 0.964 | 0.764 | -0.351 | 0.592 | 0.650 | 0.797 | 0.671 | 1.000 |
| E | 0.867 | 0.999 | 0.870 | 0.995 | 1.000 | 0.630 | 0.576 | 0.950 | 0.438 | 0.835 | 0.775 | NaN | 0.214 | 0.450 | 0.229 | -0.077 | 0.707 |
| F | 0.764 | 0.932 | 0.863 | 0.744 | 0.630 | 1.000 | 0.865 | 0.848 | 0.738 | 0.673 | 0.327 | -0.012 | 0.393 | 0.593 | 0.658 | 0.801 | 1.000 |
| G | 0.712 | 0.872 | 0.721 | 0.814 | 0.576 | 0.865 | 1.000 | 0.733 | 0.449 | 0.683 | 0.342 | -0.037 | 0.540 | 0.646 | 0.658 | 0.811 | 1.000 |
| H | 0.898 | 0.950 | 0.887 | 0.897 | 0.950 | 0.848 | 0.733 | 1.000 | 0.940 | 0.998 | 0.999 | NaN | 0.400 | 0.977 | 1.000 | 1.000 | 0.707 |
| I | 0.849 | 0.961 | 0.859 | 0.982 | 0.438 | 0.738 | 0.449 | 0.940 | 1.000 | 0.998 | 0.999 | NaN | 0.316 | 0.726 | 1.000 | 0.290 | 0.707 |
| J | 0.791 | 0.850 | 0.879 | 0.964 | 0.835 | 0.673 | 0.683 | 0.998 | 0.998 | 1.000 | 0.103 | NaN | 0.120 | 0.559 | NaN | 0.500 | 0.707 |
| HDF | 0.386 | 0.699 | 0.494 | 0.764 | 0.775 | 0.327 | 0.342 | 0.999 | 0.999 | 0.103 | 1.000 | 0.776 | 0.588 | 0.561 | 0.906 | 0.392 | 0.707 |
| HDG | -0.108 | -0.382 | -0.391 | -0.351 | NaN | -0.012 | -0.037 | NaN | NaN | NaN | 0.776 | 1.000 | -0.062 | -0.289 | 0.328 | 0.081 | 0.000 |
| K | 0.507 | 0.742 | 0.655 | 0.592 | 0.214 | 0.393 | 0.540 | 0.400 | 0.316 | 0.120 | 0.588 | -0.062 | 1.000 | 0.865 | 0.937 | 0.433 | 0.000 |
| L | 0.679 | 0.641 | 0.601 | 0.650 | 0.450 | 0.593 | 0.646 | 0.977 | 0.726 | 0.559 | 0.561 | -0.289 | 0.865 | 1.000 | 0.978 | 0.797 | 1.000 |
| M | 0.594 | 0.799 | 0.794 | 0.797 | 0.229 | 0.658 | 0.658 | 1.000 | 1.000 | NaN | 0.906 | 0.328 | 0.937 | 0.978 | 1.000 | 0.859 | 0.000 |
| N | 0.673 | 0.771 | 0.613 | 0.671 | -0.077 | 0.801 | 0.811 | 1.000 | 0.290 | 0.500 | 0.392 | 0.081 | 0.433 | 0.797 | 0.859 | 1.000 | 0.000 |
| HDJ | 1.000 | 0.707 | 0.707 | 1.000 | 0.707 | 1.000 | 1.000 | 0.707 | 0.707 | 0.707 | 0.707 | 0.000 | 0.000 | 1.000 | 0.000 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Company Name | Form Numbers | EffectiveDate | A | B | C | D | E | F | G | H | I | J | HDF | HDG | HDJ | K | L | M | N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Medico Life and Health Insurance Company | Standardized MIPPA MLHMS2023G et al | 05/01/2024 | 0.05 | <NA> | <NA> | <NA> | <NA> | 0.05 | 0.05 | <NA> | <NA> | <NA> | 0.05 | 0.05 | <NA> | <NA> | <NA> | <NA> | 0.05 |
| 1 | Physicians Life Insurance Company | Forms L265 et al | 06/01/2024 | 0.12 | 0.12 | <NA> | <NA> | <NA> | 0.12 | 0.12 | <NA> | <NA> | <NA> | 0.12 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 2 | New York Life Insurance Company | NYM1 et al | 03/01/2024 | 0.0 | <NA> | 0.0 | <NA> | <NA> | 0.0 | <NA> | <NA> | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 3 | Avera Health Plans | IA-SEL-MF (06/10) et al | 04/01/2024 | 0.144 | 0.144 | 0.144 | <NA> | <NA> | 0.144 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 4 | Medico Insurance Company | 2010 Group MIPPA Plans: MSA21A, D, F, M, and N | 07/01/2024 | 0.0 | <NA> | <NA> | 0.0 | <NA> | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 |
| 5 | Shenandoah Life Insurance Company | 2010 MIPPA -- MS-AF 8-14 GN et al | 04/01/2024 | <NA> | <NA> | <NA> | <NA> | <NA> | 0.169 | 0.169 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.169 |
| 6 | Medico Insurance Company | MS992A et al | 07/01/2024 | 0.0 | 0.0 | 0.0 | 0.0 | <NA> | 0.0 | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 7 | Medico Insurance Company | Group MSA11A, MSA11D, MSA11F | 07/01/2024 | 0.0 | <NA> | <NA> | 0.0 | <NA> | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 8 | United World Life Insurance Company | 2010 MIPPA plans WM24 (Plan F) et al | 03/01/2024 | 0.0 | <NA> | <NA> | <NA> | <NA> | 0.18 | 0.18 | <NA> | <NA> | <NA> | 0.06 | 0.0 | <NA> | <NA> | <NA> | <NA> | 0.18 |
| 9 | Royal Neighbors of America | 20069AA-IA et al | 04/01/2024 | 0.08 | 0.08 | 0.08 | 0.08 | 0.08 | 0.08 | 0.08 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| Company Name | Form Numbers | EffectiveDate | A | B | C | D | E | F | G | H | I | J | HDF | HDG | HDJ | K | L | M | N | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 663 | Oxford Life Insurance Company (National States) | ASM-1 et al | 05/01/2020 | 0.0 | 0.0 | 0.0 | 0.07 | <NA> | 0.0 | <NA> | <NA> | <NA> | 0.07 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 664 | Medico Corp Life Insurance Company (FKA World Corp Ins. Co) | Standardized MIPPA MSM70A, MSM70F, and MSM70N | 04/01/2020 | 0.1 | <NA> | <NA> | <NA> | <NA> | 0.11 | 0.13 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.1 |
| 665 | SILAC Insurance Company | Form 2070 (2010 MIPPA plans A, F, G, and N) | 04/01/2020 | 0.12 | <NA> | <NA> | <NA> | <NA> | 0.15 | 0.15 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.15 |
| 666 | American Family Life Assurance Company - AFLAC | A-1940F-28 et al | 08/01/2020 | 0.035 | 0.035 | 0.035 | 0.035 | 0.035 | 0.035 | 0.035 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 667 | Transamerica Life Insurance Company (formerly Life Investors) | Group MS5000GPT-A.IA, MS9000GPT-A.IA (pre/post MIPPA) | 03/01/2020 | 0.095 | 0.095 | 0.095 | 0.095 | 0.095 | 0.095 | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | 0.0 | 0.0 | 0.0 |
| 668 | Assured Life Association | IAMSIF06ST et al | 03/01/2020 | 0.07 | 0.07 | 0.07 | 0.07 | <NA> | 0.07 | 0.07 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.07 |
| 669 | SILAC Insurance Company | 920 Plans A-J | 05/01/2020 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | 0.047 | <NA> | 0.047 | <NA> | 0.047 | <NA> | <NA> |
| 670 | Loyal American Life Insurance Company | L-6200 series | 04/21/2020 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.09 | 0.09 | 0.09 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 671 | United World Life Insurance Company | 2010 MIPPA plans WM24 (Plan F) et al | 03/01/2020 | 0.1 | <NA> | <NA> | <NA> | <NA> | 0.08 | 0.1 | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> | <NA> | <NA> | <NA> | 0.08 |
| 672 | American Family Mutual Insurance Company | H-65 | 04/01/2020 | 0.025 | <NA> | 0.025 | <NA> | <NA> | 0.025 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 0.0 | <NA> | <NA> |