Overview
Brought to you by YData
Dataset statistics
Number of variables | 14 |
---|---|
Number of observations | 32561 |
Missing cells | 4262 |
Missing cells (%) | 0.9% |
Duplicate rows | 24 |
Duplicate rows (%) | 0.1% |
Total size in memory | 18.1 MiB |
Average record size in memory | 583.0 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 8 |
Dataset
Description | Predict whether income exceeds $50K/yr based on census data. Also known as "Census Income" dataset. Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1)&& (HRSWK>0)). Prediction task is to determine whether a person makes over 50K a year. |
---|---|
Creator | Barry Becker |
Author | Ronny Kohavi and Barry Becker |
URL | https://archive.ics.uci.edu/ml/datasets/adult |
Variable descriptions
age | definition 0 |
---|---|
workclass | definition 1 |
fnlwgt | definition 2 |
education | definition 3 |
education-num | definition 4 |
marital-status | definition 5 |
occupation | definition 6 |
relationship | definition 7 |
race | definition 8 |
sex | definition 9 |
capital-gain | definition 10 |
capital-loss | definition 11 |
hours-per-week | definition 12 |
native-country | definition 13 |
Dataset has 24 (0.1%) duplicate rows | Duplicates |
education is highly overall correlated with education-num | High correlation |
education-num is highly overall correlated with education | High correlation |
relationship is highly overall correlated with sex | High correlation |
sex is highly overall correlated with relationship | High correlation |
workclass is highly imbalanced (52.8%) | Imbalance |
race is highly imbalanced (65.6%) | Imbalance |
native-country is highly imbalanced (84.5%) | Imbalance |
workclass has 1836 (5.6%) missing values | Missing |
occupation has 1843 (5.7%) missing values | Missing |
native-country has 583 (1.8%) missing values | Missing |
capital-gain has 29849 (91.7%) zeros | Zeros |
capital-loss has 31042 (95.3%) zeros | Zeros |
Reproduction
Analysis started | 2024-10-29 15:19:41.851334 |
---|---|
Analysis finished | 2024-10-29 15:19:47.572841 |
Duration | 5.72 seconds |
Software version | ydata-profiling v0.0.dev0 |
Download configuration | config.json |
Variables
age
Real number (ℝ)
Distinct | 73 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 38.581647 |
Minimum | 17 |
---|---|
Maximum | 90 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 17 |
---|---|
5-th percentile | 19 |
Q1 | 28 |
median | 37 |
Q3 | 48 |
95-th percentile | 63 |
Maximum | 90 |
Range | 73 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 13.640433 |
---|---|
Coefficient of variation (CV) | 0.35354718 |
Kurtosis | -0.16612746 |
Mean | 38.581647 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.55874337 |
Sum | 1256257 |
Variance | 186.0614 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36 | 898 | 2.8% |
31 | 888 | 2.7% |
34 | 886 | 2.7% |
23 | 877 | 2.7% |
35 | 876 | 2.7% |
33 | 875 | 2.7% |
28 | 867 | 2.7% |
30 | 861 | 2.6% |
37 | 858 | 2.6% |
25 | 841 | 2.6% |
Other values (63) | 23834 |
Value | Count | Frequency (%) |
17 | 395 | |
18 | 550 | |
19 | 712 | |
20 | 753 | |
21 | 720 | |
22 | 765 | |
23 | 877 | |
24 | 798 | |
25 | 841 | |
26 | 785 |
Value | Count | Frequency (%) |
90 | 43 | |
88 | 3 | < 0.1% |
87 | 1 | < 0.1% |
86 | 1 | < 0.1% |
85 | 3 | < 0.1% |
84 | 10 | < 0.1% |
83 | 6 | < 0.1% |
82 | 12 | < 0.1% |
81 | 20 | |
80 | 22 |
workclass
Categorical
Imbalance  Missing 
Distinct | 8 |
---|---|
Distinct (%) | < 0.1% |
Missing | 1836 |
Missing (%) | 5.6% |
Memory size | 2.0 MiB |
Private | |
---|---|
Self-emp-not-inc | |
Local-gov | 2093 |
State-gov | 1298 |
Self-emp-inc | 1116 |
Other values (3) | 981 |
Length
Max length | 17 |
---|---|
Median length | 8 |
Mean length | 9.2745972 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | State-gov |
---|---|
2nd row | Self-emp-not-inc |
3rd row | Private |
4th row | Private |
5th row | Private |
Common Values
Value | Count | Frequency (%) |
Private | 22696 | |
Self-emp-not-inc | 2541 | 7.8% |
Local-gov | 2093 | 6.4% |
State-gov | 1298 | 4.0% |
Self-emp-inc | 1116 | 3.4% |
Federal-gov | 960 | 2.9% |
Without-pay | 14 | < 0.1% |
Never-worked | 7 | < 0.1% |
(Missing) | 1836 | 5.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
private | 22696 | |
self-emp-not-inc | 2541 | 8.3% |
local-gov | 2093 | 6.8% |
state-gov | 1298 | 4.2% |
self-emp-inc | 1116 | 3.6% |
federal-gov | 960 | 3.1% |
without-pay | 14 | < 0.1% |
never-worked | 7 | < 0.1% |
Most occurring characters
Value | Count | Frequency (%) |
e | 33249 | |
30725 | ||
t | 27861 | |
a | 27061 | |
v | 27054 | |
i | 26367 | |
r | 23670 | |
P | 22696 | |
- | 14227 | 5.0% |
o | 9006 | 3.2% |
Other values (18) | 43046 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 284962 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
e | 33249 | |
30725 | ||
t | 27861 | |
a | 27061 | |
v | 27054 | |
i | 26367 | |
r | 23670 | |
P | 22696 | |
- | 14227 | 5.0% |
o | 9006 | 3.2% |
Other values (18) | 43046 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 284962 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
e | 33249 | |
30725 | ||
t | 27861 | |
a | 27061 | |
v | 27054 | |
i | 26367 | |
r | 23670 | |
P | 22696 | |
- | 14227 | 5.0% |
o | 9006 | 3.2% |
Other values (18) | 43046 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 284962 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
e | 33249 | |
30725 | ||
t | 27861 | |
a | 27061 | |
v | 27054 | |
i | 26367 | |
r | 23670 | |
P | 22696 | |
- | 14227 | 5.0% |
o | 9006 | 3.2% |
Other values (18) | 43046 |
fnlwgt
Real number (ℝ)
Distinct | 21648 |
---|---|
Distinct (%) | 66.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 189778.37 |
Minimum | 12285 |
---|---|
Maximum | 1484705 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 12285 |
---|---|
5-th percentile | 39460 |
Q1 | 117827 |
median | 178356 |
Q3 | 237051 |
95-th percentile | 379682 |
Maximum | 1484705 |
Range | 1472420 |
Interquartile range (IQR) | 119224 |
Descriptive statistics
Standard deviation | 105549.98 |
---|---|
Coefficient of variation (CV) | 0.55617497 |
Kurtosis | 6.218811 |
Mean | 189778.37 |
Median Absolute Deviation (MAD) | 59894 |
Skewness | 1.4469801 |
Sum | 6.1793734 × 109 |
Variance | 1.1140798 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
164190 | 13 | < 0.1% |
203488 | 13 | < 0.1% |
123011 | 13 | < 0.1% |
113364 | 12 | < 0.1% |
121124 | 12 | < 0.1% |
148995 | 12 | < 0.1% |
126675 | 12 | < 0.1% |
188246 | 11 | < 0.1% |
155659 | 11 | < 0.1% |
102308 | 11 | < 0.1% |
Other values (21638) | 32441 |
Value | Count | Frequency (%) |
12285 | 1 | < 0.1% |
13769 | 1 | < 0.1% |
14878 | 1 | < 0.1% |
18827 | 1 | < 0.1% |
19214 | 1 | < 0.1% |
19302 | 5 | |
19395 | 2 | < 0.1% |
19410 | 1 | < 0.1% |
19491 | 1 | < 0.1% |
19520 | 1 | < 0.1% |
Value | Count | Frequency (%) |
1484705 | 1 | |
1455435 | 1 | |
1366120 | 1 | |
1268339 | 1 | |
1226583 | 1 | |
1184622 | 1 | |
1161363 | 1 | |
1125613 | 1 | |
1097453 | 1 | |
1085515 | 1 |
education
Categorical
High correlation 
Distinct | 16 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 MiB |
HS-grad | |
---|---|
Some-college | |
Bachelors | |
Masters | |
Assoc-voc | |
Other values (11) |
Length
Max length | 13 |
---|---|
Median length | 12 |
Mean length | 9.433709 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Bachelors |
---|---|
2nd row | Bachelors |
3rd row | HS-grad |
4th row | 11th |
5th row | Bachelors |
Common Values
Value | Count | Frequency (%) |
HS-grad | 10501 | |
Some-college | 7291 | |
Bachelors | 5355 | |
Masters | 1723 | 5.3% |
Assoc-voc | 1382 | 4.2% |
11th | 1175 | 3.6% |
Assoc-acdm | 1067 | 3.3% |
10th | 933 | 2.9% |
7th-8th | 646 | 2.0% |
Prof-school | 576 | 1.8% |
Other values (6) | 1912 | 5.9% |
Length
Value | Count | Frequency (%) |
hs-grad | 10501 | |
some-college | 7291 | |
bachelors | 5355 | |
masters | 1723 | 5.3% |
assoc-voc | 1382 | 4.2% |
11th | 1175 | 3.6% |
assoc-acdm | 1067 | 3.3% |
10th | 933 | 2.9% |
7th-8th | 646 | 2.0% |
prof-school | 576 | 1.8% |
Other values (6) | 1912 | 5.9% |
Most occurring characters
Value | Count | Frequency (%) |
32561 | 10.6% | |
e | 29415 | 9.6% |
o | 26424 | 8.6% |
- | 21964 | 7.2% |
l | 20564 | 6.7% |
a | 19059 | 6.2% |
r | 18619 | 6.1% |
c | 18584 | 6.1% |
S | 17792 | 5.8% |
g | 17792 | 5.8% |
Other values (22) | 84397 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 307171 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
32561 | 10.6% | |
e | 29415 | 9.6% |
o | 26424 | 8.6% |
- | 21964 | 7.2% |
l | 20564 | 6.7% |
a | 19059 | 6.2% |
r | 18619 | 6.1% |
c | 18584 | 6.1% |
S | 17792 | 5.8% |
g | 17792 | 5.8% |
Other values (22) | 84397 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 307171 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
32561 | 10.6% | |
e | 29415 | 9.6% |
o | 26424 | 8.6% |
- | 21964 | 7.2% |
l | 20564 | 6.7% |
a | 19059 | 6.2% |
r | 18619 | 6.1% |
c | 18584 | 6.1% |
S | 17792 | 5.8% |
g | 17792 | 5.8% |
Other values (22) | 84397 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 307171 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
32561 | 10.6% | |
e | 29415 | 9.6% |
o | 26424 | 8.6% |
- | 21964 | 7.2% |
l | 20564 | 6.7% |
a | 19059 | 6.2% |
r | 18619 | 6.1% |
c | 18584 | 6.1% |
S | 17792 | 5.8% |
g | 17792 | 5.8% |
Other values (22) | 84397 |
education-num
Real number (ℝ)
High correlation 
Distinct | 16 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.080679 |
Minimum | 1 |
---|---|
Maximum | 16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5 |
Q1 | 9 |
median | 10 |
Q3 | 12 |
95-th percentile | 14 |
Maximum | 16 |
Range | 15 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 2.5727203 |
---|---|
Coefficient of variation (CV) | 0.25521299 |
Kurtosis | 0.62344407 |
Mean | 10.080679 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.31167587 |
Sum | 328237 |
Variance | 6.6188899 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 10501 | |
10 | 7291 | |
13 | 5355 | |
14 | 1723 | 5.3% |
11 | 1382 | 4.2% |
7 | 1175 | 3.6% |
12 | 1067 | 3.3% |
6 | 933 | 2.9% |
4 | 646 | 2.0% |
15 | 576 | 1.8% |
Other values (6) | 1912 | 5.9% |
Value | Count | Frequency (%) |
1 | 51 | 0.2% |
2 | 168 | 0.5% |
3 | 333 | 1.0% |
4 | 646 | 2.0% |
5 | 514 | 1.6% |
6 | 933 | 2.9% |
7 | 1175 | 3.6% |
8 | 433 | 1.3% |
9 | 10501 | |
10 | 7291 |
Value | Count | Frequency (%) |
16 | 413 | 1.3% |
15 | 576 | 1.8% |
14 | 1723 | 5.3% |
13 | 5355 | |
12 | 1067 | 3.3% |
11 | 1382 | 4.2% |
10 | 7291 | |
9 | 10501 | |
8 | 433 | 1.3% |
7 | 1175 | 3.6% |
marital-status
Categorical
Distinct | 7 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.2 MiB |
Married-civ-spouse | |
---|---|
Never-married | |
Divorced | |
Separated | 1025 |
Widowed | 993 |
Other values (2) | 441 |
Length
Max length | 22 |
---|---|
Median length | 19 |
Mean length | 15.414054 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Never-married |
---|---|
2nd row | Married-civ-spouse |
3rd row | Divorced |
4th row | Married-civ-spouse |
5th row | Married-civ-spouse |
Common Values
Value | Count | Frequency (%) |
Married-civ-spouse | 14976 | |
Never-married | 10683 | |
Divorced | 4443 | 13.6% |
Separated | 1025 | 3.1% |
Widowed | 993 | 3.0% |
Married-spouse-absent | 418 | 1.3% |
Married-AF-spouse | 23 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
married-civ-spouse | 14976 | |
never-married | 10683 | |
divorced | 4443 | 13.6% |
separated | 1025 | 3.1% |
widowed | 993 | 3.0% |
married-spouse-absent | 418 | 1.3% |
married-af-spouse | 23 | 0.1% |
Most occurring characters
Value | Count | Frequency (%) |
e | 70787 | |
r | 68351 | |
i | 46512 | |
- | 41517 | |
d | 33554 | 6.7% |
32561 | 6.5% | |
s | 31252 | 6.2% |
v | 30102 | 6.0% |
a | 28568 | 5.7% |
o | 20853 | 4.2% |
Other values (15) | 97840 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 501897 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
e | 70787 | |
r | 68351 | |
i | 46512 | |
- | 41517 | |
d | 33554 | 6.7% |
32561 | 6.5% | |
s | 31252 | 6.2% |
v | 30102 | 6.0% |
a | 28568 | 5.7% |
o | 20853 | 4.2% |
Other values (15) | 97840 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 501897 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
e | 70787 | |
r | 68351 | |
i | 46512 | |
- | 41517 | |
d | 33554 | 6.7% |
32561 | 6.5% | |
s | 31252 | 6.2% |
v | 30102 | 6.0% |
a | 28568 | 5.7% |
o | 20853 | 4.2% |
Other values (15) | 97840 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 501897 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
e | 70787 | |
r | 68351 | |
i | 46512 | |
- | 41517 | |
d | 33554 | 6.7% |
32561 | 6.5% | |
s | 31252 | 6.2% |
v | 30102 | 6.0% |
a | 28568 | 5.7% |
o | 20853 | 4.2% |
Other values (15) | 97840 |
occupation
Categorical
Missing 
Distinct | 14 |
---|---|
Distinct (%) | < 0.1% |
Missing | 1843 |
Missing (%) | 5.7% |
Memory size | 2.2 MiB |
Prof-specialty | |
---|---|
Craft-repair | |
Exec-managerial | |
Adm-clerical | |
Sales | |
Other values (9) |
Length
Max length | 18 |
---|---|
Median length | 16 |
Mean length | 13.873983 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Adm-clerical |
---|---|
2nd row | Exec-managerial |
3rd row | Handlers-cleaners |
4th row | Handlers-cleaners |
5th row | Prof-specialty |
Common Values
Value | Count | Frequency (%) |
Prof-specialty | 4140 | |
Craft-repair | 4099 | |
Exec-managerial | 4066 | |
Adm-clerical | 3770 | |
Sales | 3650 | |
Other-service | 3295 | |
Machine-op-inspct | 2002 | |
Transport-moving | 1597 | 4.9% |
Handlers-cleaners | 1370 | 4.2% |
Farming-fishing | 994 | 3.1% |
Other values (4) | 1735 | |
(Missing) | 1843 |
Length
Value | Count | Frequency (%) |
prof-specialty | 4140 | |
craft-repair | 4099 | |
exec-managerial | 4066 | |
adm-clerical | 3770 | |
sales | 3650 | |
other-service | 3295 | |
machine-op-inspct | 2002 | |
transport-moving | 1597 | 5.2% |
handlers-cleaners | 1370 | 4.5% |
farming-fishing | 994 | 3.2% |
Other values (4) | 1735 |
Most occurring characters
Value | Count | Frequency (%) |
e | 42979 | 10.1% |
r | 40333 | 9.5% |
a | 39289 | 9.2% |
30718 | 7.2% | |
- | 29219 | 6.9% |
i | 28751 | 6.7% |
c | 26001 | 6.1% |
l | 22136 | 5.2% |
s | 20302 | 4.8% |
t | 17359 | 4.1% |
Other values (22) | 129094 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 426181 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
e | 42979 | 10.1% |
r | 40333 | 9.5% |
a | 39289 | 9.2% |
30718 | 7.2% | |
- | 29219 | 6.9% |
i | 28751 | 6.7% |
c | 26001 | 6.1% |
l | 22136 | 5.2% |
s | 20302 | 4.8% |
t | 17359 | 4.1% |
Other values (22) | 129094 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 426181 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
e | 42979 | 10.1% |
r | 40333 | 9.5% |
a | 39289 | 9.2% |
30718 | 7.2% | |
- | 29219 | 6.9% |
i | 28751 | 6.7% |
c | 26001 | 6.1% |
l | 22136 | 5.2% |
s | 20302 | 4.8% |
t | 17359 | 4.1% |
Other values (22) | 129094 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 426181 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
e | 42979 | 10.1% |
r | 40333 | 9.5% |
a | 39289 | 9.2% |
30718 | 7.2% | |
- | 29219 | 6.9% |
i | 28751 | 6.7% |
c | 26001 | 6.1% |
l | 22136 | 5.2% |
s | 20302 | 4.8% |
t | 17359 | 4.1% |
Other values (22) | 129094 |
relationship
Categorical
High correlation 
Distinct | 6 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.1 MiB |
Husband | |
---|---|
Not-in-family | |
Own-child | |
Unmarried | |
Wife |
Length
Max length | 15 |
---|---|
Median length | 14 |
Mean length | 10.119744 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Not-in-family |
---|---|
2nd row | Husband |
3rd row | Not-in-family |
4th row | Husband |
5th row | Wife |
Common Values
Value | Count | Frequency (%) |
Husband | 13193 | |
Not-in-family | 8305 | |
Own-child | 5068 | 15.6% |
Unmarried | 3446 | 10.6% |
Wife | 1568 | 4.8% |
Other-relative | 981 | 3.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
husband | 13193 | |
not-in-family | 8305 | |
own-child | 5068 | 15.6% |
unmarried | 3446 | 10.6% |
wife | 1568 | 4.8% |
other-relative | 981 | 3.0% |
Most occurring characters
Value | Count | Frequency (%) |
32561 | 9.9% | |
n | 30012 | 9.1% |
i | 27673 | 8.4% |
a | 25925 | 7.9% |
- | 22659 | 6.9% |
d | 21707 | 6.6% |
l | 14354 | 4.4% |
b | 13193 | 4.0% |
H | 13193 | 4.0% |
u | 13193 | 4.0% |
Other values (16) | 115039 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 329509 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
32561 | 9.9% | |
n | 30012 | 9.1% |
i | 27673 | 8.4% |
a | 25925 | 7.9% |
- | 22659 | 6.9% |
d | 21707 | 6.6% |
l | 14354 | 4.4% |
b | 13193 | 4.0% |
H | 13193 | 4.0% |
u | 13193 | 4.0% |
Other values (16) | 115039 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 329509 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
32561 | 9.9% | |
n | 30012 | 9.1% |
i | 27673 | 8.4% |
a | 25925 | 7.9% |
- | 22659 | 6.9% |
d | 21707 | 6.6% |
l | 14354 | 4.4% |
b | 13193 | 4.0% |
H | 13193 | 4.0% |
u | 13193 | 4.0% |
Other values (16) | 115039 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 329509 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
32561 | 9.9% | |
n | 30012 | 9.1% |
i | 27673 | 8.4% |
a | 25925 | 7.9% |
- | 22659 | 6.9% |
d | 21707 | 6.6% |
l | 14354 | 4.4% |
b | 13193 | 4.0% |
H | 13193 | 4.0% |
u | 13193 | 4.0% |
Other values (16) | 115039 |
race
Categorical
Imbalance 
Distinct | 5 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.0 MiB |
White | |
---|---|
Black | |
Asian-Pac-Islander | 1039 |
Amer-Indian-Eskimo | 311 |
Other | 271 |
Common Values
Value | Count | Frequency (%) |
White | 27816 | |
Black | 3124 | 9.6% |
Asian-Pac-Islander | 1039 | 3.2% |
Amer-Indian-Eskimo | 311 | 1.0% |
Other | 271 | 0.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
white | 27816 | |
black | 3124 | 9.6% |
asian-pac-islander | 1039 | 3.2% |
amer-indian-eskimo | 311 | 1.0% |
other | 271 | 0.8% |
Most occurring characters
Value | Count | Frequency (%) |
32561 | ||
i | 29477 | |
e | 29437 | |
t | 28087 | |
h | 28087 | |
W | 27816 | |
a | 6552 | 3.1% |
c | 4163 | 2.0% |
l | 4163 | 2.0% |
k | 3435 | 1.6% |
Other values (13) | 19138 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 212916 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
32561 | ||
i | 29477 | |
e | 29437 | |
t | 28087 | |
h | 28087 | |
W | 27816 | |
a | 6552 | 3.1% |
c | 4163 | 2.0% |
l | 4163 | 2.0% |
k | 3435 | 1.6% |
Other values (13) | 19138 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 212916 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
32561 | ||
i | 29477 | |
e | 29437 | |
t | 28087 | |
h | 28087 | |
W | 27816 | |
a | 6552 | 3.1% |
c | 4163 | 2.0% |
l | 4163 | 2.0% |
k | 3435 | 1.6% |
Other values (13) | 19138 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 212916 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
32561 | ||
i | 29477 | |
e | 29437 | |
t | 28087 | |
h | 28087 | |
W | 27816 | |
a | 6552 | 3.1% |
c | 4163 | 2.0% |
l | 4163 | 2.0% |
k | 3435 | 1.6% |
Other values (13) | 19138 |
sex
Categorical
High correlation 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 MiB |
Male | |
---|---|
Female |
Common Values
Value | Count | Frequency (%) |
Male | 21790 | |
Female | 10771 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
male | 21790 | |
female | 10771 |
Most occurring characters
Value | Count | Frequency (%) |
e | 43332 | |
a | 32561 | |
32561 | ||
l | 32561 | |
M | 21790 | |
F | 10771 | 5.8% |
m | 10771 | 5.8% |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 184347 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
e | 43332 | |
a | 32561 | |
32561 | ||
l | 32561 | |
M | 21790 | |
F | 10771 | 5.8% |
m | 10771 | 5.8% |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 184347 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
e | 43332 | |
a | 32561 | |
32561 | ||
l | 32561 | |
M | 21790 | |
F | 10771 | 5.8% |
m | 10771 | 5.8% |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 184347 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
e | 43332 | |
a | 32561 | |
32561 | ||
l | 32561 | |
M | 21790 | |
F | 10771 | 5.8% |
m | 10771 | 5.8% |
capital-gain
Real number (ℝ)
Zeros 
Distinct | 119 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1077.6488 |
Minimum | 0 |
---|---|
Maximum | 99999 |
Zeros | 29849 |
Zeros (%) | 91.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 5013 |
Maximum | 99999 |
Range | 99999 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 7385.2921 |
---|---|
Coefficient of variation (CV) | 6.8531527 |
Kurtosis | 154.79944 |
Mean | 1077.6488 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.953848 |
Sum | 35089324 |
Variance | 54542539 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 29849 | |
15024 | 347 | 1.1% |
7688 | 284 | 0.9% |
7298 | 246 | 0.8% |
99999 | 159 | 0.5% |
3103 | 97 | 0.3% |
5178 | 97 | 0.3% |
4386 | 70 | 0.2% |
5013 | 69 | 0.2% |
8614 | 55 | 0.2% |
Other values (109) | 1288 | 4.0% |
Value | Count | Frequency (%) |
0 | 29849 | |
114 | 6 | < 0.1% |
401 | 2 | < 0.1% |
594 | 34 | 0.1% |
914 | 8 | < 0.1% |
991 | 5 | < 0.1% |
1055 | 25 | 0.1% |
1086 | 4 | < 0.1% |
1111 | 1 | < 0.1% |
1151 | 8 | < 0.1% |
Value | Count | Frequency (%) |
99999 | 159 | |
41310 | 2 | < 0.1% |
34095 | 5 | < 0.1% |
27828 | 34 | 0.1% |
25236 | 11 | < 0.1% |
25124 | 4 | < 0.1% |
22040 | 1 | < 0.1% |
20051 | 37 | 0.1% |
18481 | 2 | < 0.1% |
15831 | 6 | < 0.1% |
capital-loss
Real number (ℝ)
Zeros 
Distinct | 92 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 87.30383 |
Minimum | 0 |
---|---|
Maximum | 4356 |
Zeros | 31042 |
Zeros (%) | 95.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0 |
Maximum | 4356 |
Range | 4356 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 402.96022 |
---|---|
Coefficient of variation (CV) | 4.6156076 |
Kurtosis | 20.376802 |
Mean | 87.30383 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.5946291 |
Sum | 2842700 |
Variance | 162376.94 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 31042 | |
1902 | 202 | 0.6% |
1977 | 168 | 0.5% |
1887 | 159 | 0.5% |
1485 | 51 | 0.2% |
1848 | 51 | 0.2% |
2415 | 49 | 0.2% |
1602 | 47 | 0.1% |
1740 | 42 | 0.1% |
1590 | 40 | 0.1% |
Other values (82) | 710 | 2.2% |
Value | Count | Frequency (%) |
0 | 31042 | |
155 | 1 | < 0.1% |
213 | 4 | < 0.1% |
323 | 3 | < 0.1% |
419 | 3 | < 0.1% |
625 | 12 | < 0.1% |
653 | 3 | < 0.1% |
810 | 2 | < 0.1% |
880 | 6 | < 0.1% |
974 | 2 | < 0.1% |
Value | Count | Frequency (%) |
4356 | 3 | < 0.1% |
3900 | 2 | < 0.1% |
3770 | 2 | < 0.1% |
3683 | 2 | < 0.1% |
3004 | 2 | < 0.1% |
2824 | 10 | |
2754 | 2 | < 0.1% |
2603 | 5 | |
2559 | 12 | |
2547 | 4 | < 0.1% |
hours-per-week
Real number (ℝ)
Distinct | 94 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40.437456 |
Minimum | 1 |
---|---|
Maximum | 99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 254.5 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 18 |
Q1 | 40 |
median | 40 |
Q3 | 45 |
95-th percentile | 60 |
Maximum | 99 |
Range | 98 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 12.347429 |
---|---|
Coefficient of variation (CV) | 0.30534633 |
Kurtosis | 2.9166868 |
Mean | 40.437456 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.22764254 |
Sum | 1316684 |
Variance | 152.459 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
40 | 15217 | |
50 | 2819 | 8.7% |
45 | 1824 | 5.6% |
60 | 1475 | 4.5% |
35 | 1297 | 4.0% |
20 | 1224 | 3.8% |
30 | 1149 | 3.5% |
55 | 694 | 2.1% |
25 | 674 | 2.1% |
48 | 517 | 1.6% |
Other values (84) | 5671 | 17.4% |
Value | Count | Frequency (%) |
1 | 20 | 0.1% |
2 | 32 | 0.1% |
3 | 39 | 0.1% |
4 | 54 | 0.2% |
5 | 60 | 0.2% |
6 | 64 | 0.2% |
7 | 26 | 0.1% |
8 | 145 | |
9 | 18 | 0.1% |
10 | 278 |
Value | Count | Frequency (%) |
99 | 85 | |
98 | 11 | < 0.1% |
97 | 2 | < 0.1% |
96 | 5 | < 0.1% |
95 | 2 | < 0.1% |
94 | 1 | < 0.1% |
92 | 1 | < 0.1% |
91 | 3 | < 0.1% |
90 | 29 | 0.1% |
89 | 2 | < 0.1% |
native-country
Categorical
Imbalance  Missing 
Distinct | 41 |
---|---|
Distinct (%) | 0.1% |
Missing | 583 |
Missing (%) | 1.8% |
Memory size | 2.2 MiB |
United-States | |
---|---|
Mexico | 643 |
Philippines | 198 |
Germany | 137 |
Canada | 121 |
Other values (36) | 1709 |
Length
Max length | 27 |
---|---|
Median length | 14 |
Mean length | 13.49975 |
Min length | 5 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | < 0.1% |
Sample
1st row | United-States |
---|---|
2nd row | United-States |
3rd row | United-States |
4th row | United-States |
5th row | Cuba |
Common Values
Value | Count | Frequency (%) |
United-States | 29170 | |
Mexico | 643 | 2.0% |
Philippines | 198 | 0.6% |
Germany | 137 | 0.4% |
Canada | 121 | 0.4% |
Puerto-Rico | 114 | 0.4% |
El-Salvador | 106 | 0.3% |
India | 100 | 0.3% |
Cuba | 95 | 0.3% |
England | 90 | 0.3% |
Other values (31) | 1204 | 3.7% |
(Missing) | 583 | 1.8% |
Length
Value | Count | Frequency (%) |
united-states | 29170 | |
mexico | 643 | 2.0% |
philippines | 198 | 0.6% |
germany | 137 | 0.4% |
canada | 121 | 0.4% |
puerto-rico | 114 | 0.4% |
el-salvador | 106 | 0.3% |
india | 100 | 0.3% |
cuba | 95 | 0.3% |
england | 90 | 0.3% |
Other values (31) | 1204 | 3.8% |
Most occurring characters
Value | Count | Frequency (%) |
t | 88030 | |
e | 59820 | |
31978 | 7.4% | |
a | 31774 | 7.4% |
i | 31372 | 7.3% |
n | 30568 | 7.1% |
d | 29801 | 6.9% |
- | 29503 | 6.8% |
s | 29416 | 6.8% |
S | 29396 | 6.8% |
Other values (35) | 40037 |
Most occurring categories
Value | Count | Frequency (%) |
(unknown) | 431695 |
Most frequent character per category
(unknown)
Value | Count | Frequency (%) |
t | 88030 | |
e | 59820 | |
31978 | 7.4% | |
a | 31774 | 7.4% |
i | 31372 | 7.3% |
n | 30568 | 7.1% |
d | 29801 | 6.9% |
- | 29503 | 6.8% |
s | 29416 | 6.8% |
S | 29396 | 6.8% |
Other values (35) | 40037 |
Most occurring scripts
Value | Count | Frequency (%) |
(unknown) | 431695 |
Most frequent character per script
(unknown)
Value | Count | Frequency (%) |
t | 88030 | |
e | 59820 | |
31978 | 7.4% | |
a | 31774 | 7.4% |
i | 31372 | 7.3% |
n | 30568 | 7.1% |
d | 29801 | 6.9% |
- | 29503 | 6.8% |
s | 29416 | 6.8% |
S | 29396 | 6.8% |
Other values (35) | 40037 |
Most occurring blocks
Value | Count | Frequency (%) |
(unknown) | 431695 |
Most frequent character per block
(unknown)
Value | Count | Frequency (%) |
t | 88030 | |
e | 59820 | |
31978 | 7.4% | |
a | 31774 | 7.4% |
i | 31372 | 7.3% |
n | 30568 | 7.1% |
d | 29801 | 6.9% |
- | 29503 | 6.8% |
s | 29416 | 6.8% |
S | 29396 | 6.8% |
Other values (35) | 40037 |