Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 48842 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 49 |
Duplicate rows (%) | 0.1% |
Total size in memory | 5.6 MiB |
Average record size in memory | 120.0 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 9 |
Dataset has 49 (0.1%) duplicate rows | Duplicates |
educational-num is highly overall correlated with education | High correlation |
education is highly overall correlated with educational-num | High correlation |
relationship is highly overall correlated with gender | High correlation |
gender is highly overall correlated with relationship | High correlation |
race is highly imbalanced (65.8%) | Imbalance |
native-country is highly imbalanced (82.7%) | Imbalance |
capital-gain has 44807 (91.7%) zeros | Zeros |
capital-loss has 46560 (95.3%) zeros | Zeros |
Reproduction
Analysis started | 2024-06-27 05:58:30.334017 |
---|---|
Analysis finished | 2024-06-27 05:58:47.506944 |
Duration | 17.17 seconds |
Software version | ydata-profiling v0.0.dev0 |
Download configuration | config.json |
age
Real number (ℝ)
Distinct | 74 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 38.643585 |
Minimum | 17 |
---|---|
Maximum | 90 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 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 | 13.71051 |
---|---|
Coefficient of variation (CV) | 0.35479394 |
Kurtosis | -0.18426874 |
Mean | 38.643585 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0.55758032 |
Sum | 1887430 |
Variance | 187.97808 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
36 | 1348 | 2.8% |
35 | 1337 | 2.7% |
33 | 1335 | 2.7% |
23 | 1329 | 2.7% |
31 | 1325 | 2.7% |
34 | 1303 | 2.7% |
37 | 1280 | 2.6% |
28 | 1280 | 2.6% |
30 | 1278 | 2.6% |
38 | 1264 | 2.6% |
Other values (64) | 35763 |
Value | Count | Frequency (%) |
17 | 595 | |
18 | 862 | |
19 | 1053 | |
20 | 1113 | |
21 | 1096 | |
22 | 1178 | |
23 | 1329 | |
24 | 1206 | |
25 | 1195 | |
26 | 1153 |
Value | Count | Frequency (%) |
90 | 55 | |
89 | 2 | < 0.1% |
88 | 6 | < 0.1% |
87 | 3 | < 0.1% |
86 | 1 | < 0.1% |
85 | 5 | < 0.1% |
84 | 13 | < 0.1% |
83 | 11 | < 0.1% |
82 | 15 | < 0.1% |
81 | 37 |
workclass
Categorical
Distinct | 9 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
Private | |
---|---|
Self-emp-not-inc | |
Local-gov | 3136 |
? | 2799 |
State-gov | 1981 |
Other values (4) | 3158 |
Length
Max length | 16 |
---|---|
Median length | 7 |
Mean length | 7.8708693 |
Min length | 1 |
Characters and Unicode
Total characters | 384429 |
---|---|
Distinct characters | 28 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Private |
---|---|
2nd row | Private |
3rd row | Local-gov |
4th row | Private |
5th row | ? |
Common Values
Value | Count | Frequency (%) |
Private | 33906 | |
Self-emp-not-inc | 3862 | 7.9% |
Local-gov | 3136 | 6.4% |
? | 2799 | 5.7% |
State-gov | 1981 | 4.1% |
Self-emp-inc | 1695 | 3.5% |
Federal-gov | 1432 | 2.9% |
Without-pay | 21 | < 0.1% |
Never-worked | 10 | < 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
private | 33906 | |
self-emp-not-inc | 3862 | 7.9% |
local-gov | 3136 | 6.4% |
2799 | 5.7% | |
state-gov | 1981 | 4.1% |
self-emp-inc | 1695 | 3.5% |
federal-gov | 1432 | 2.9% |
without-pay | 21 | < 0.1% |
never-worked | 10 | < 0.1% |
Most occurring characters
Value | Count | Frequency (%) |
e | 49895 | |
t | 41772 | |
a | 40476 | |
v | 40465 | |
i | 39484 | |
r | 35358 | |
P | 33906 | |
- | 21556 | 5.6% |
o | 13578 | 3.5% |
l | 10125 | 2.6% |
Other values (18) | 57814 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 314031 | |
Uppercase Letter | 46043 | 12.0% |
Dash Punctuation | 21556 | 5.6% |
Other Punctuation | 2799 | 0.7% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
e | 49895 | |
t | 41772 | |
a | 40476 | |
v | 40465 | |
i | 39484 | |
r | 35358 | |
o | 13578 | 4.3% |
l | 10125 | 3.2% |
n | 9419 | 3.0% |
c | 8693 | 2.8% |
Other values (10) | 24766 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 33906 | |
S | 7538 | 16.4% |
L | 3136 | 6.8% |
F | 1432 | 3.1% |
W | 21 | < 0.1% |
N | 10 | < 0.1% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 21556 |
Other Punctuation
Value | Count | Frequency (%) |
? | 2799 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 360074 | |
Common | 24355 | 6.3% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
e | 49895 | |
t | 41772 | |
a | 40476 | |
v | 40465 | |
i | 39484 | |
r | 35358 | |
P | 33906 | |
o | 13578 | 3.8% |
l | 10125 | 2.8% |
n | 9419 | 2.6% |
Other values (16) | 45596 |
Common
Value | Count | Frequency (%) |
- | 21556 | |
? | 2799 | 11.5% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 384429 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
e | 49895 | |
t | 41772 | |
a | 40476 | |
v | 40465 | |
i | 39484 | |
r | 35358 | |
P | 33906 | |
- | 21556 | 5.6% |
o | 13578 | 3.5% |
l | 10125 | 2.6% |
Other values (18) | 57814 |
fnlwgt
Real number (ℝ)
Distinct | 28523 |
---|---|
Distinct (%) | 58.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 189664.13 |
Minimum | 12285 |
---|---|
Maximum | 1490400 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 KiB |
Quantile statistics
Minimum | 12285 |
---|---|
5-th percentile | 39615.4 |
Q1 | 117550.5 |
median | 178144.5 |
Q3 | 237642 |
95-th percentile | 379481.65 |
Maximum | 1490400 |
Range | 1478115 |
Interquartile range (IQR) | 120091.5 |
Descriptive statistics
Standard deviation | 105604.03 |
---|---|
Coefficient of variation (CV) | 0.55679491 |
Kurtosis | 6.0578482 |
Mean | 189664.13 |
Median Absolute Deviation (MAD) | 60295.5 |
Skewness | 1.4388919 |
Sum | 9.2635757 × 109 |
Variance | 1.115221 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
203488 | 21 | < 0.1% |
190290 | 19 | < 0.1% |
120277 | 19 | < 0.1% |
125892 | 18 | < 0.1% |
126569 | 18 | < 0.1% |
99185 | 17 | < 0.1% |
126675 | 17 | < 0.1% |
113364 | 17 | < 0.1% |
186934 | 16 | < 0.1% |
111567 | 16 | < 0.1% |
Other values (28513) | 48664 |
Value | Count | Frequency (%) |
12285 | 1 | < 0.1% |
13492 | 1 | < 0.1% |
13769 | 3 | |
13862 | 1 | < 0.1% |
14878 | 1 | < 0.1% |
18827 | 1 | < 0.1% |
19214 | 1 | < 0.1% |
19302 | 6 | |
19395 | 2 | < 0.1% |
19410 | 2 | < 0.1% |
Value | Count | Frequency (%) |
1490400 | 1 | |
1484705 | 1 | |
1455435 | 1 | |
1366120 | 1 | |
1268339 | 1 | |
1226583 | 1 | |
1210504 | 1 | |
1184622 | 1 | |
1161363 | 1 | |
1125613 | 1 |
education
Categorical
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
HS-grad | |
---|---|
Some-college | |
Bachelors | |
Masters | |
Assoc-voc | |
Other values (11) |
Length
Max length | 12 |
---|---|
Median length | 11 |
Mean length | 8.4220753 |
Min length | 3 |
Characters and Unicode
Total characters | 411351 |
---|---|
Distinct characters | 31 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 11th |
---|---|
2nd row | HS-grad |
3rd row | Assoc-acdm |
4th row | Some-college |
5th row | Some-college |
Common Values
Value | Count | Frequency (%) |
HS-grad | 15784 | |
Some-college | 10878 | |
Bachelors | 8025 | |
Masters | 2657 | 5.4% |
Assoc-voc | 2061 | 4.2% |
11th | 1812 | 3.7% |
Assoc-acdm | 1601 | 3.3% |
10th | 1389 | 2.8% |
7th-8th | 955 | 2.0% |
Prof-school | 834 | 1.7% |
Other values (6) | 2846 | 5.8% |
Length
Value | Count | Frequency (%) |
hs-grad | 15784 | |
some-college | 10878 | |
bachelors | 8025 | |
masters | 2657 | 5.4% |
assoc-voc | 2061 | 4.2% |
11th | 1812 | 3.7% |
assoc-acdm | 1601 | 3.3% |
10th | 1389 | 2.8% |
7th-8th | 955 | 2.0% |
prof-school | 834 | 1.7% |
Other values (6) | 2846 | 5.8% |
Most occurring characters
Value | Count | Frequency (%) |
e | 43993 | |
o | 39360 | 9.6% |
- | 32869 | 8.0% |
l | 30698 | 7.5% |
a | 28661 | 7.0% |
r | 27977 | 6.8% |
c | 27738 | 6.7% |
g | 26662 | 6.5% |
S | 26662 | 6.5% |
s | 21827 | 5.3% |
Other values (21) | 104904 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 308287 | |
Uppercase Letter | 58301 | 14.2% |
Dash Punctuation | 32869 | 8.0% |
Decimal Number | 11894 | 2.9% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
e | 43993 | |
o | 39360 | |
l | 30698 | |
a | 28661 | |
r | 27977 | |
c | 27738 | |
g | 26662 | |
s | 21827 | |
d | 17385 | 5.6% |
h | 16731 | 5.4% |
Other values (4) | 27255 |
Decimal Number
Value | Count | Frequency (%) |
1 | 5917 | |
0 | 1389 | 11.7% |
7 | 955 | 8.0% |
8 | 955 | 8.0% |
9 | 756 | 6.4% |
2 | 657 | 5.5% |
5 | 509 | 4.3% |
6 | 509 | 4.3% |
4 | 247 | 2.1% |
Uppercase Letter
Value | Count | Frequency (%) |
S | 26662 | |
H | 15784 | |
B | 8025 | 13.8% |
A | 3662 | 6.3% |
M | 2657 | 4.6% |
P | 917 | 1.6% |
D | 594 | 1.0% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 32869 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 366588 | |
Common | 44763 | 10.9% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
e | 43993 | |
o | 39360 | |
l | 30698 | |
a | 28661 | 7.8% |
r | 27977 | 7.6% |
c | 27738 | 7.6% |
g | 26662 | 7.3% |
S | 26662 | 7.3% |
s | 21827 | 6.0% |
d | 17385 | 4.7% |
Other values (11) | 75625 |
Common
Value | Count | Frequency (%) |
- | 32869 | |
1 | 5917 | 13.2% |
0 | 1389 | 3.1% |
7 | 955 | 2.1% |
8 | 955 | 2.1% |
9 | 756 | 1.7% |
2 | 657 | 1.5% |
5 | 509 | 1.1% |
6 | 509 | 1.1% |
4 | 247 | 0.6% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 411351 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
e | 43993 | |
o | 39360 | 9.6% |
- | 32869 | 8.0% |
l | 30698 | 7.5% |
a | 28661 | 7.0% |
r | 27977 | 6.8% |
c | 27738 | 6.7% |
g | 26662 | 6.5% |
S | 26662 | 6.5% |
s | 21827 | 5.3% |
Other values (21) | 104904 |
educational-num
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 16 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.078089 |
Minimum | 1 |
---|---|
Maximum | 16 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 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 | 2.5709728 |
---|---|
Coefficient of variation (CV) | 0.2551052 |
Kurtosis | 0.62574527 |
Mean | 10.078089 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.31652486 |
Sum | 492234 |
Variance | 6.6099009 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 15784 | |
10 | 10878 | |
13 | 8025 | |
14 | 2657 | 5.4% |
11 | 2061 | 4.2% |
7 | 1812 | 3.7% |
12 | 1601 | 3.3% |
6 | 1389 | 2.8% |
4 | 955 | 2.0% |
15 | 834 | 1.7% |
Other values (6) | 2846 | 5.8% |
Value | Count | Frequency (%) |
1 | 83 | 0.2% |
2 | 247 | 0.5% |
3 | 509 | 1.0% |
4 | 955 | 2.0% |
5 | 756 | 1.5% |
6 | 1389 | 2.8% |
7 | 1812 | 3.7% |
8 | 657 | 1.3% |
9 | 15784 | |
10 | 10878 |
Value | Count | Frequency (%) |
16 | 594 | 1.2% |
15 | 834 | 1.7% |
14 | 2657 | 5.4% |
13 | 8025 | |
12 | 1601 | 3.3% |
11 | 2061 | 4.2% |
10 | 10878 | |
9 | 15784 | |
8 | 657 | 1.3% |
7 | 1812 | 3.7% |
marital-status
Categorical
Distinct | 7 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
Married-civ-spouse | |
---|---|
Never-married | |
Divorced | |
Separated | 1530 |
Widowed | 1518 |
Other values (2) | 665 |
Length
Max length | 21 |
---|---|
Median length | 18 |
Mean length | 14.406044 |
Min length | 7 |
Characters and Unicode
Total characters | 703620 |
---|---|
Distinct characters | 24 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Never-married |
---|---|
2nd row | Married-civ-spouse |
3rd row | Married-civ-spouse |
4th row | Married-civ-spouse |
5th row | Never-married |
Common Values
Value | Count | Frequency (%) |
Married-civ-spouse | 22379 | |
Never-married | 16117 | |
Divorced | 6633 | 13.6% |
Separated | 1530 | 3.1% |
Widowed | 1518 | 3.1% |
Married-spouse-absent | 628 | 1.3% |
Married-AF-spouse | 37 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
married-civ-spouse | 22379 | |
never-married | 16117 | |
divorced | 6633 | 13.6% |
separated | 1530 | 3.1% |
widowed | 1518 | 3.1% |
married-spouse-absent | 628 | 1.3% |
married-af-spouse | 37 | 0.1% |
Most occurring characters
Value | Count | Frequency (%) |
e | 106278 | |
r | 102602 | |
i | 69691 | |
- | 62205 | |
d | 50360 | |
s | 46716 | 6.6% |
v | 45129 | 6.4% |
a | 42849 | 6.1% |
o | 31195 | 4.4% |
c | 29012 | 4.1% |
Other values (14) | 117583 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 592499 | |
Dash Punctuation | 62205 | 8.8% |
Uppercase Letter | 48916 | 7.0% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
e | 106278 | |
r | 102602 | |
i | 69691 | |
d | 50360 | |
s | 46716 | |
v | 45129 | |
a | 42849 | |
o | 31195 | 5.3% |
c | 29012 | 4.9% |
p | 24574 | 4.1% |
Other values (6) | 44093 |
Uppercase Letter
Value | Count | Frequency (%) |
M | 23044 | |
N | 16117 | |
D | 6633 | 13.6% |
S | 1530 | 3.1% |
W | 1518 | 3.1% |
A | 37 | 0.1% |
F | 37 | 0.1% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 62205 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 641415 | |
Common | 62205 | 8.8% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
e | 106278 | |
r | 102602 | |
i | 69691 | |
d | 50360 | |
s | 46716 | |
v | 45129 | |
a | 42849 | |
o | 31195 | 4.9% |
c | 29012 | 4.5% |
p | 24574 | 3.8% |
Other values (13) | 93009 |
Common
Value | Count | Frequency (%) |
- | 62205 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 703620 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
e | 106278 | |
r | 102602 | |
i | 69691 | |
- | 62205 | |
d | 50360 | |
s | 46716 | 6.6% |
v | 45129 | 6.4% |
a | 42849 | 6.1% |
o | 31195 | 4.4% |
c | 29012 | 4.1% |
Other values (14) | 117583 |
occupation
Categorical
Distinct | 15 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
Prof-specialty | |
---|---|
Craft-repair | |
Exec-managerial | |
Adm-clerical | |
Sales | |
Other values (10) |
Length
Max length | 17 |
---|---|
Median length | 15 |
Mean length | 12.186991 |
Min length | 1 |
Characters and Unicode
Total characters | 595237 |
---|---|
Distinct characters | 32 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Machine-op-inspct |
---|---|
2nd row | Farming-fishing |
3rd row | Protective-serv |
4th row | Machine-op-inspct |
5th row | ? |
Common Values
Value | Count | Frequency (%) |
Prof-specialty | 6172 | |
Craft-repair | 6112 | |
Exec-managerial | 6086 | |
Adm-clerical | 5611 | |
Sales | 5504 | |
Other-service | 4923 | |
Machine-op-inspct | 3022 | |
? | 2809 | |
Transport-moving | 2355 | 4.8% |
Handlers-cleaners | 2072 | 4.2% |
Other values (5) | 4176 |
Length
Value | Count | Frequency (%) |
prof-specialty | 6172 | |
craft-repair | 6112 | |
exec-managerial | 6086 | |
adm-clerical | 5611 | |
sales | 5504 | |
other-service | 4923 | |
machine-op-inspct | 3022 | |
2809 | ||
transport-moving | 2355 | 4.8% |
handlers-cleaners | 2072 | 4.2% |
Other values (5) | 4176 |
Most occurring characters
Value | Count | Frequency (%) |
e | 64487 | 10.8% |
r | 60321 | 10.1% |
a | 58780 | 9.9% |
- | 43793 | 7.4% |
i | 42998 | 7.2% |
c | 38963 | 6.5% |
l | 33128 | 5.6% |
s | 30538 | 5.1% |
t | 25996 | 4.4% |
n | 23964 | 4.0% |
Other values (22) | 172269 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 502587 | |
Uppercase Letter | 46048 | 7.7% |
Dash Punctuation | 43793 | 7.4% |
Other Punctuation | 2809 | 0.5% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
e | 64487 | |
r | 60321 | |
a | 58780 | |
i | 42998 | |
c | 38963 | 7.8% |
l | 33128 | 6.6% |
s | 30538 | 6.1% |
t | 25996 | 5.2% |
n | 23964 | 4.8% |
p | 23575 | 4.7% |
Other values (10) | 99837 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 7397 | |
C | 6112 | |
E | 6086 | |
A | 5626 | |
S | 5504 | |
O | 4923 | |
T | 3801 | |
M | 3022 | |
H | 2072 | 4.5% |
F | 1505 | 3.3% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 43793 |
Other Punctuation
Value | Count | Frequency (%) |
? | 2809 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 548635 | |
Common | 46602 | 7.8% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
e | 64487 | |
r | 60321 | |
a | 58780 | |
i | 42998 | 7.8% |
c | 38963 | 7.1% |
l | 33128 | 6.0% |
s | 30538 | 5.6% |
t | 25996 | 4.7% |
n | 23964 | 4.4% |
p | 23575 | 4.3% |
Other values (20) | 145885 |
Common
Value | Count | Frequency (%) |
- | 43793 | |
? | 2809 | 6.0% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 595237 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
e | 64487 | 10.8% |
r | 60321 | 10.1% |
a | 58780 | 9.9% |
- | 43793 | 7.4% |
i | 42998 | 7.2% |
c | 38963 | 6.5% |
l | 33128 | 5.6% |
s | 30538 | 5.1% |
t | 25996 | 4.4% |
n | 23964 | 4.0% |
Other values (22) | 172269 |
relationship
Categorical
HIGH CORRELATION
 
Distinct | 6 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
Husband | |
---|---|
Not-in-family | |
Own-child | |
Unmarried | |
Wife |
Length
Max length | 14 |
---|---|
Median length | 13 |
Mean length | 9.1387126 |
Min length | 4 |
Characters and Unicode
Total characters | 446353 |
---|---|
Distinct characters | 25 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Own-child |
---|---|
2nd row | Husband |
3rd row | Husband |
4th row | Husband |
5th row | Own-child |
Common Values
Value | Count | Frequency (%) |
Husband | 19716 | |
Not-in-family | 12583 | |
Own-child | 7581 | 15.5% |
Unmarried | 5125 | 10.5% |
Wife | 2331 | 4.8% |
Other-relative | 1506 | 3.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
husband | 19716 | |
not-in-family | 12583 | |
own-child | 7581 | 15.5% |
unmarried | 5125 | 10.5% |
wife | 2331 | 4.8% |
other-relative | 1506 | 3.1% |
Most occurring characters
Value | Count | Frequency (%) |
n | 45005 | 10.1% |
i | 41709 | 9.3% |
a | 38930 | 8.7% |
- | 34253 | 7.7% |
d | 32422 | 7.3% |
l | 21670 | 4.9% |
H | 19716 | 4.4% |
u | 19716 | 4.4% |
s | 19716 | 4.4% |
b | 19716 | 4.4% |
Other values (15) | 153500 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 363258 | |
Uppercase Letter | 48842 | 10.9% |
Dash Punctuation | 34253 | 7.7% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
n | 45005 | |
i | 41709 | |
a | 38930 | |
d | 32422 | 8.9% |
l | 21670 | 6.0% |
u | 19716 | 5.4% |
s | 19716 | 5.4% |
b | 19716 | 5.4% |
m | 17708 | 4.9% |
t | 15595 | 4.3% |
Other values (9) | 91071 |
Uppercase Letter
Value | Count | Frequency (%) |
H | 19716 | |
N | 12583 | |
O | 9087 | |
U | 5125 | 10.5% |
W | 2331 | 4.8% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 34253 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 412100 | |
Common | 34253 | 7.7% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
n | 45005 | 10.9% |
i | 41709 | 10.1% |
a | 38930 | 9.4% |
d | 32422 | 7.9% |
l | 21670 | 5.3% |
H | 19716 | 4.8% |
u | 19716 | 4.8% |
s | 19716 | 4.8% |
b | 19716 | 4.8% |
m | 17708 | 4.3% |
Other values (14) | 135792 |
Common
Value | Count | Frequency (%) |
- | 34253 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 446353 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
n | 45005 | 10.1% |
i | 41709 | 9.3% |
a | 38930 | 8.7% |
- | 34253 | 7.7% |
d | 32422 | 7.3% |
l | 21670 | 4.9% |
H | 19716 | 4.4% |
u | 19716 | 4.4% |
s | 19716 | 4.4% |
b | 19716 | 4.4% |
Other values (15) | 153500 |
race
Categorical
IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
White | |
---|---|
Black | |
Asian-Pac-Islander | 1519 |
Amer-Indian-Eskimo | 470 |
Other | 406 |
Length
Max length | 18 |
---|---|
Median length | 5 |
Mean length | 5.5294009 |
Min length | 5 |
Characters and Unicode
Total characters | 270067 |
---|---|
Distinct characters | 22 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Black |
---|---|
2nd row | White |
3rd row | White |
4th row | Black |
5th row | White |
Common Values
Value | Count | Frequency (%) |
White | 41762 | |
Black | 4685 | 9.6% |
Asian-Pac-Islander | 1519 | 3.1% |
Amer-Indian-Eskimo | 470 | 1.0% |
Other | 406 | 0.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
white | 41762 | |
black | 4685 | 9.6% |
asian-pac-islander | 1519 | 3.1% |
amer-indian-eskimo | 470 | 1.0% |
other | 406 | 0.8% |
Most occurring characters
Value | Count | Frequency (%) |
i | 44221 | |
e | 44157 | |
t | 42168 | |
h | 42168 | |
W | 41762 | |
a | 9712 | 3.6% |
l | 6204 | 2.3% |
c | 6204 | 2.3% |
k | 5155 | 1.9% |
B | 4685 | 1.7% |
Other values (12) | 23631 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 213269 | |
Uppercase Letter | 52820 | 19.6% |
Dash Punctuation | 3978 | 1.5% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
i | 44221 | |
e | 44157 | |
t | 42168 | |
h | 42168 | |
a | 9712 | 4.6% |
l | 6204 | 2.9% |
c | 6204 | 2.9% |
k | 5155 | 2.4% |
n | 3978 | 1.9% |
s | 3508 | 1.6% |
Other values (4) | 5794 | 2.7% |
Uppercase Letter
Value | Count | Frequency (%) |
W | 41762 | |
B | 4685 | 8.9% |
A | 1989 | 3.8% |
I | 1989 | 3.8% |
P | 1519 | 2.9% |
E | 470 | 0.9% |
O | 406 | 0.8% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 3978 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 266089 | |
Common | 3978 | 1.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
i | 44221 | |
e | 44157 | |
t | 42168 | |
h | 42168 | |
W | 41762 | |
a | 9712 | 3.6% |
l | 6204 | 2.3% |
c | 6204 | 2.3% |
k | 5155 | 1.9% |
B | 4685 | 1.8% |
Other values (11) | 19653 |
Common
Value | Count | Frequency (%) |
- | 3978 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 270067 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
i | 44221 | |
e | 44157 | |
t | 42168 | |
h | 42168 | |
W | 41762 | |
a | 9712 | 3.6% |
l | 6204 | 2.3% |
c | 6204 | 2.3% |
k | 5155 | 1.9% |
B | 4685 | 1.7% |
Other values (12) | 23631 |
gender
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
Male | |
---|---|
Female |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.6630359 |
Min length | 4 |
Characters and Unicode
Total characters | 227752 |
---|---|
Distinct characters | 6 |
Distinct categories | 2 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Male |
---|---|
2nd row | Male |
3rd row | Male |
4th row | Male |
5th row | Female |
Common Values
Value | Count | Frequency (%) |
Male | 32650 | |
Female | 16192 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
male | 32650 | |
female | 16192 |
Most occurring characters
Value | Count | Frequency (%) |
e | 65034 | |
a | 48842 | |
l | 48842 | |
M | 32650 | |
F | 16192 | 7.1% |
m | 16192 | 7.1% |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 178910 | |
Uppercase Letter | 48842 | 21.4% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
e | 65034 | |
a | 48842 | |
l | 48842 | |
m | 16192 | 9.1% |
Uppercase Letter
Value | Count | Frequency (%) |
M | 32650 | |
F | 16192 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 227752 |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
e | 65034 | |
a | 48842 | |
l | 48842 | |
M | 32650 | |
F | 16192 | 7.1% |
m | 16192 | 7.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 227752 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
e | 65034 | |
a | 48842 | |
l | 48842 | |
M | 32650 | |
F | 16192 | 7.1% |
m | 16192 | 7.1% |
capital-gain
Real number (ℝ)
ZEROS
 
Distinct | 123 |
---|---|
Distinct (%) | 0.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1079.0676 |
Minimum | 0 |
---|---|
Maximum | 99999 |
Zeros | 44807 |
Zeros (%) | 91.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 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 | 7452.0191 |
---|---|
Coefficient of variation (CV) | 6.9059796 |
Kurtosis | 152.6931 |
Mean | 1079.0676 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 11.894659 |
Sum | 52703821 |
Variance | 55532588 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 44807 | |
15024 | 513 | 1.1% |
7688 | 410 | 0.8% |
7298 | 364 | 0.7% |
99999 | 244 | 0.5% |
3103 | 152 | 0.3% |
5178 | 146 | 0.3% |
5013 | 117 | 0.2% |
4386 | 108 | 0.2% |
8614 | 82 | 0.2% |
Other values (113) | 1899 | 3.9% |
Value | Count | Frequency (%) |
0 | 44807 | |
114 | 8 | < 0.1% |
401 | 5 | < 0.1% |
594 | 52 | 0.1% |
914 | 10 | < 0.1% |
991 | 6 | < 0.1% |
1055 | 37 | 0.1% |
1086 | 8 | < 0.1% |
1111 | 1 | < 0.1% |
1151 | 13 | < 0.1% |
Value | Count | Frequency (%) |
99999 | 244 | |
41310 | 3 | < 0.1% |
34095 | 6 | < 0.1% |
27828 | 58 | 0.1% |
25236 | 14 | < 0.1% |
25124 | 6 | < 0.1% |
22040 | 1 | < 0.1% |
20051 | 49 | 0.1% |
18481 | 2 | < 0.1% |
15831 | 8 | < 0.1% |
capital-loss
Real number (ℝ)
ZEROS
 
Distinct | 99 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 87.502314 |
Minimum | 0 |
---|---|
Maximum | 4356 |
Zeros | 46560 |
Zeros (%) | 95.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 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 | 403.00455 |
---|---|
Coefficient of variation (CV) | 4.6056445 |
Kurtosis | 20.014346 |
Mean | 87.502314 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.5698089 |
Sum | 4273788 |
Variance | 162412.67 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 46560 | |
1902 | 304 | 0.6% |
1977 | 253 | 0.5% |
1887 | 233 | 0.5% |
2415 | 72 | 0.1% |
1485 | 71 | 0.1% |
1848 | 67 | 0.1% |
1590 | 62 | 0.1% |
1602 | 62 | 0.1% |
1876 | 59 | 0.1% |
Other values (89) | 1099 | 2.3% |
Value | Count | Frequency (%) |
0 | 46560 | |
155 | 1 | < 0.1% |
213 | 5 | < 0.1% |
323 | 5 | < 0.1% |
419 | 3 | < 0.1% |
625 | 17 | < 0.1% |
653 | 4 | < 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 | 4 | < 0.1% |
3683 | 2 | < 0.1% |
3175 | 2 | < 0.1% |
3004 | 5 | < 0.1% |
2824 | 14 | |
2754 | 2 | < 0.1% |
2603 | 7 | |
2559 | 17 |
hours-per-week
Real number (ℝ)
Distinct | 96 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40.422382 |
Minimum | 1 |
---|---|
Maximum | 99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 381.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 17.05 |
Q1 | 40 |
median | 40 |
Q3 | 45 |
95-th percentile | 60 |
Maximum | 99 |
Range | 98 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 12.391444 |
---|---|
Coefficient of variation (CV) | 0.30654908 |
Kurtosis | 2.9510591 |
Mean | 40.422382 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.23874966 |
Sum | 1974310 |
Variance | 153.54789 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
40 | 22803 | |
50 | 4246 | 8.7% |
45 | 2717 | 5.6% |
60 | 2177 | 4.5% |
35 | 1937 | 4.0% |
20 | 1862 | 3.8% |
30 | 1700 | 3.5% |
55 | 1051 | 2.2% |
25 | 958 | 2.0% |
48 | 770 | 1.6% |
Other values (86) | 8621 | 17.7% |
Value | Count | Frequency (%) |
1 | 27 | 0.1% |
2 | 53 | 0.1% |
3 | 59 | 0.1% |
4 | 84 | 0.2% |
5 | 95 | 0.2% |
6 | 92 | 0.2% |
7 | 45 | 0.1% |
8 | 218 | |
9 | 27 | 0.1% |
10 | 425 |
Value | Count | Frequency (%) |
99 | 137 | |
98 | 14 | < 0.1% |
97 | 2 | < 0.1% |
96 | 9 | < 0.1% |
95 | 2 | < 0.1% |
94 | 1 | < 0.1% |
92 | 3 | < 0.1% |
91 | 3 | < 0.1% |
90 | 42 | 0.1% |
89 | 3 | < 0.1% |
native-country
Categorical
IMBALANCE
 
Distinct | 42 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
United-States | |
---|---|
Mexico | 951 |
? | 857 |
Philippines | 295 |
Germany | 206 |
Other values (37) | 2701 |
Length
Max length | 26 |
---|---|
Median length | 13 |
Mean length | 12.306847 |
Min length | 1 |
Characters and Unicode
Total characters | 601091 |
---|---|
Distinct characters | 45 |
Distinct categories | 6 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
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 | United-States |
Common Values
Value | Count | Frequency (%) |
United-States | 43832 | |
Mexico | 951 | 1.9% |
? | 857 | 1.8% |
Philippines | 295 | 0.6% |
Germany | 206 | 0.4% |
Puerto-Rico | 184 | 0.4% |
Canada | 182 | 0.4% |
El-Salvador | 155 | 0.3% |
India | 151 | 0.3% |
Cuba | 138 | 0.3% |
Other values (32) | 1891 | 3.9% |
Length
Value | Count | Frequency (%) |
united-states | 43832 | |
mexico | 951 | 1.9% |
857 | 1.8% | |
philippines | 295 | 0.6% |
germany | 206 | 0.4% |
puerto-rico | 184 | 0.4% |
canada | 182 | 0.4% |
el-salvador | 155 | 0.3% |
india | 151 | 0.3% |
cuba | 138 | 0.3% |
Other values (32) | 1891 | 3.9% |
Most occurring characters
Value | Count | Frequency (%) |
t | 132284 | |
e | 89870 | |
a | 47613 | 7.9% |
i | 47106 | 7.8% |
n | 45884 | 7.6% |
d | 44771 | 7.4% |
- | 44344 | 7.4% |
s | 44194 | 7.4% |
S | 44169 | 7.3% |
U | 43878 | 7.3% |
Other values (35) | 16978 | 2.8% |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 463369 | |
Uppercase Letter | 92448 | 15.4% |
Dash Punctuation | 44344 | 7.4% |
Other Punctuation | 884 | 0.1% |
Open Punctuation | 23 | < 0.1% |
Close Punctuation | 23 | < 0.1% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
t | 132284 | |
e | 89870 | |
a | 47613 | 10.3% |
i | 47106 | 10.2% |
n | 45884 | 9.9% |
d | 44771 | 9.7% |
s | 44194 | 9.5% |
o | 2176 | 0.5% |
c | 1672 | 0.4% |
l | 1403 | 0.3% |
Other values (11) | 6396 | 1.4% |
Uppercase Letter
Value | Count | Frequency (%) |
S | 44169 | |
U | 43878 | |
M | 951 | 1.0% |
P | 679 | 0.7% |
C | 555 | 0.6% |
I | 375 | 0.4% |
G | 366 | 0.4% |
E | 327 | 0.4% |
R | 287 | 0.3% |
J | 198 | 0.2% |
Other values (9) | 663 | 0.7% |
Other Punctuation
Value | Count | Frequency (%) |
? | 857 | |
& | 27 | 3.1% |
Dash Punctuation
Value | Count | Frequency (%) |
- | 44344 |
Open Punctuation
Value | Count | Frequency (%) |
( | 23 |
Close Punctuation
Value | Count | Frequency (%) |
) | 23 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 555817 | |
Common | 45274 | 7.5% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
t | 132284 | |
e | 89870 | |
a | 47613 | 8.6% |
i | 47106 | 8.5% |
n | 45884 | 8.3% |
d | 44771 | 8.1% |
s | 44194 | 8.0% |
S | 44169 | 7.9% |
U | 43878 | 7.9% |
o | 2176 | 0.4% |
Other values (30) | 13872 | 2.5% |
Common
Value | Count | Frequency (%) |
- | 44344 | |
? | 857 | 1.9% |
& | 27 | 0.1% |
( | 23 | 0.1% |
) | 23 | 0.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 601091 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
t | 132284 | |
e | 89870 | |
a | 47613 | 7.9% |
i | 47106 | 7.8% |
n | 45884 | 7.6% |
d | 44771 | 7.4% |
- | 44344 | 7.4% |
s | 44194 | 7.4% |
S | 44169 | 7.3% |
U | 43878 | 7.3% |
Other values (35) | 16978 | 2.8% |
income
Categorical
Distinct | 2 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 381.7 KiB |
<=50K | |
---|---|
>50K |
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 4.7607182 |
Min length | 4 |
Characters and Unicode
Total characters | 232523 |
---|---|
Distinct characters | 6 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <=50K |
---|---|
2nd row | <=50K |
3rd row | >50K |
4th row | >50K |
5th row | <=50K |
Common Values
Value | Count | Frequency (%) |
<=50K | 37155 | |
>50K | 11687 | 23.9% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
50k | 48842 |
Most occurring characters
Value | Count | Frequency (%) |
5 | 48842 | |
0 | 48842 | |
K | 48842 | |
< | 37155 | |
= | 37155 | |
> | 11687 | 5.0% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 97684 | |
Math Symbol | 85997 | |
Uppercase Letter | 48842 |
Most frequent character per category
Math Symbol
Value | Count | Frequency (%) |
< | 37155 | |
= | 37155 | |
> | 11687 | 13.6% |
Decimal Number
Value | Count | Frequency (%) |
5 | 48842 | |
0 | 48842 |
Uppercase Letter
Value | Count | Frequency (%) |
K | 48842 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 183681 | |
Latin | 48842 | 21.0% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5 | 48842 | |
0 | 48842 | |
< | 37155 | |
= | 37155 | |
> | 11687 | 6.4% |
Latin
Value | Count | Frequency (%) |
K | 48842 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 232523 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5 | 48842 | |
0 | 48842 | |
K | 48842 | |
< | 37155 | |
= | 37155 | |
> | 11687 | 5.0% |
age | fnlwgt | educational-num | capital-gain | capital-loss | hours-per-week | workclass | education | marital-status | occupation | relationship | race | gender | native-country | income | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
age | 1.000 | -0.078 | 0.063 | 0.124 | 0.058 | 0.147 | 0.115 | 0.113 | 0.284 | 0.119 | 0.273 | 0.027 | 0.125 | 0.032 | 0.316 |
fnlwgt | -0.078 | 1.000 | -0.030 | -0.009 | -0.001 | -0.016 | 0.020 | 0.018 | 0.022 | 0.017 | 0.017 | 0.070 | 0.028 | 0.052 | 0.010 |
educational-num | 0.063 | -0.030 | 1.000 | 0.119 | 0.077 | 0.164 | 0.091 | 1.000 | 0.076 | 0.221 | 0.109 | 0.067 | 0.073 | 0.142 | 0.360 |
capital-gain | 0.124 | -0.009 | 0.119 | 1.000 | -0.066 | 0.092 | 0.053 | 0.107 | 0.038 | 0.067 | 0.043 | 0.013 | 0.049 | 0.018 | 0.271 |
capital-loss | 0.058 | -0.001 | 0.077 | -0.066 | 1.000 | 0.060 | 0.022 | 0.038 | 0.057 | 0.035 | 0.064 | 0.012 | 0.064 | 0.022 | 0.197 |
hours-per-week | 0.147 | -0.016 | 0.164 | 0.092 | 0.060 | 1.000 | 0.115 | 0.089 | 0.118 | 0.143 | 0.162 | 0.058 | 0.240 | 0.030 | 0.269 |
workclass | 0.115 | 0.020 | 0.091 | 0.053 | 0.022 | 0.115 | 1.000 | 0.098 | 0.085 | 0.400 | 0.100 | 0.057 | 0.151 | 0.032 | 0.181 |
education | 0.113 | 0.018 | 1.000 | 0.107 | 0.038 | 0.089 | 0.098 | 1.000 | 0.089 | 0.186 | 0.121 | 0.071 | 0.092 | 0.127 | 0.365 |
marital-status | 0.284 | 0.022 | 0.076 | 0.038 | 0.057 | 0.118 | 0.085 | 0.089 | 1.000 | 0.131 | 0.488 | 0.082 | 0.459 | 0.059 | 0.448 |
occupation | 0.119 | 0.017 | 0.221 | 0.067 | 0.035 | 0.143 | 0.400 | 0.186 | 0.131 | 1.000 | 0.177 | 0.077 | 0.424 | 0.062 | 0.350 |
relationship | 0.273 | 0.017 | 0.109 | 0.043 | 0.064 | 0.162 | 0.100 | 0.121 | 0.488 | 0.177 | 1.000 | 0.097 | 0.646 | 0.074 | 0.454 |
race | 0.027 | 0.070 | 0.067 | 0.013 | 0.012 | 0.058 | 0.057 | 0.071 | 0.082 | 0.077 | 0.097 | 1.000 | 0.114 | 0.401 | 0.099 |
gender | 0.125 | 0.028 | 0.073 | 0.049 | 0.064 | 0.240 | 0.151 | 0.092 | 0.459 | 0.424 | 0.646 | 0.114 | 1.000 | 0.054 | 0.215 |
native-country | 0.032 | 0.052 | 0.142 | 0.018 | 0.022 | 0.030 | 0.032 | 0.127 | 0.059 | 0.062 | 0.074 | 0.401 | 0.054 | 1.000 | 0.092 |
income | 0.316 | 0.010 | 0.360 | 0.271 | 0.197 | 0.269 | 0.181 | 0.365 | 0.448 | 0.350 | 0.454 | 0.099 | 0.215 | 0.092 | 1.000 |
age | workclass | fnlwgt | education | educational-num | marital-status | occupation | relationship | race | gender | capital-gain | capital-loss | hours-per-week | native-country | income | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 25 | Private | 226802 | 11th | 7 | Never-married | Machine-op-inspct | Own-child | Black | Male | 0 | 0 | 40 | United-States | <=50K |
1 | 38 | Private | 89814 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
2 | 28 | Local-gov | 336951 | Assoc-acdm | 12 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
3 | 44 | Private | 160323 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 7688 | 0 | 40 | United-States | >50K |
4 | 18 | ? | 103497 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 30 | United-States | <=50K |
5 | 34 | Private | 198693 | 10th | 6 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 30 | United-States | <=50K |
6 | 29 | ? | 227026 | HS-grad | 9 | Never-married | ? | Unmarried | Black | Male | 0 | 0 | 40 | United-States | <=50K |
7 | 63 | Self-emp-not-inc | 104626 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3103 | 0 | 32 | United-States | >50K |
8 | 24 | Private | 369667 | Some-college | 10 | Never-married | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
9 | 55 | Private | 104996 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 10 | United-States | <=50K |
age | workclass | fnlwgt | education | educational-num | marital-status | occupation | relationship | race | gender | capital-gain | capital-loss | hours-per-week | native-country | income | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48832 | 32 | Private | 34066 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | <=50K |
48833 | 43 | Private | 84661 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
48834 | 32 | Private | 116138 | Masters | 14 | Never-married | Tech-support | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 11 | Taiwan | <=50K |
48835 | 53 | Private | 321865 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
48836 | 22 | Private | 310152 | Some-college | 10 | Never-married | Protective-serv | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
48837 | 27 | Private | 257302 | Assoc-acdm | 12 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 0 | 38 | United-States | <=50K |
48838 | 40 | Private | 154374 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
48839 | 58 | Private | 151910 | HS-grad | 9 | Widowed | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
48840 | 22 | Private | 201490 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 20 | United-States | <=50K |
48841 | 52 | Self-emp-inc | 287927 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 15024 | 0 | 40 | United-States | >50K |
Most frequently occurring
age | workclass | fnlwgt | education | educational-num | marital-status | occupation | relationship | race | gender | capital-gain | capital-loss | hours-per-week | native-country | income | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12 | 21 | Private | 243368 | Preschool | 1 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 50 | Mexico | <=50K | 3 |
23 | 25 | Private | 195994 | 1st-4th | 2 | Never-married | Priv-house-serv | Not-in-family | White | Female | 0 | 0 | 40 | Guatemala | <=50K | 3 |
24 | 25 | Private | 308144 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | <=50K | 3 |
0 | 17 | Private | 153021 | 12th | 8 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | <=50K | 2 |
1 | 18 | Self-emp-inc | 378036 | 12th | 8 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 10 | United-States | <=50K | 2 |
2 | 19 | ? | 167428 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K | 2 |
3 | 19 | Private | 97261 | HS-grad | 9 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K | 2 |
4 | 19 | Private | 130431 | 5th-6th | 3 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 36 | Mexico | <=50K | 2 |
5 | 19 | Private | 138153 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 10 | United-States | <=50K | 2 |
6 | 19 | Private | 139466 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 25 | United-States | <=50K | 2 |