Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 480 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.6 KiB |
Average record size in memory | 33.3 B |
Variable types
Text | 2 |
---|---|
Categorical | 1 |
Numeric | 1 |
Dataset
Description | 한국광해광업공단에서는 국가별(브라질, 캐나다,중국 등)로 보유하는 주요 광물종류 매장량의 정보를 제공합니다. |
---|---|
URL | https://www.data.go.kr/data/3070586/fileData.do |
Reproduction
Analysis started | 2023-12-12 04:54:01.626297 |
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Analysis finished | 2023-12-12 04:54:02.194562 |
Duration | 0.57 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
국가
Text
Distinct | 107 |
---|---|
Distinct (%) | 22.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.9 KiB |
Value | Count | Frequency (%) |
united | 40 | 5.8% |
states | 40 | 5.8% |
china | 36 | 5.2% |
world | 35 | 5.1% |
total | 35 | 5.1% |
rounded | 35 | 5.1% |
russia | 30 | 4.3% |
other | 27 | 3.9% |
countries | 26 | 3.8% |
india | 24 | 3.5% |
Other values (117) | 363 |
Most occurring characters
Value | Count | Frequency (%) |
a | 548 | 11.8% |
i | 363 | 7.8% |
e | 358 | 7.7% |
t | 345 | 7.4% |
n | 327 | 7.0% |
r | 297 | 6.4% |
o | 233 | 5.0% |
d | 231 | 5.0% |
211 | 4.5% | |
s | 209 | 4.5% |
Other values (43) | 1533 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 3774 | |
Uppercase Letter | 556 | 11.9% |
Space Separator | 211 | 4.5% |
Close Punctuation | 48 | 1.0% |
Open Punctuation | 48 | 1.0% |
Other Punctuation | 17 | 0.4% |
Decimal Number | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
a | 548 | |
i | 363 | |
e | 358 | |
t | 345 | |
n | 327 | |
r | 297 | |
o | 233 | 6.2% |
d | 231 | 6.1% |
s | 209 | 5.5% |
u | 198 | 5.2% |
Other values (16) | 665 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 71 | |
S | 71 | |
A | 51 | |
U | 49 | |
I | 40 | 7.2% |
R | 35 | 6.3% |
W | 35 | 6.3% |
B | 34 | 6.1% |
O | 27 | 4.9% |
T | 26 | 4.7% |
Other values (12) | 117 |
Space Separator
Value | Count | Frequency (%) |
211 |
Close Punctuation
Value | Count | Frequency (%) |
) | 48 |
Open Punctuation
Value | Count | Frequency (%) |
( | 48 |
Other Punctuation
Value | Count | Frequency (%) |
, | 17 |
Decimal Number
Value | Count | Frequency (%) |
8 | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 4330 | |
Common | 325 | 7.0% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
a | 548 | |
i | 363 | 8.4% |
e | 358 | 8.3% |
t | 345 | 8.0% |
n | 327 | 7.6% |
r | 297 | 6.9% |
o | 233 | 5.4% |
d | 231 | 5.3% |
s | 209 | 4.8% |
u | 198 | 4.6% |
Other values (38) | 1221 |
Common
Value | Count | Frequency (%) |
211 | ||
) | 48 | 14.8% |
( | 48 | 14.8% |
, | 17 | 5.2% |
8 | 1 | 0.3% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 4655 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
a | 548 | 11.8% |
i | 363 | 7.8% |
e | 358 | 7.7% |
t | 345 | 7.4% |
n | 327 | 7.0% |
r | 297 | 6.4% |
o | 233 | 5.0% |
d | 231 | 5.0% |
211 | 4.5% | |
s | 209 | 4.5% |
Other values (43) | 1533 |
광종
Text
Distinct | 53 |
---|---|
Distinct (%) | 11.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.9 KiB |
Value | Count | Frequency (%) |
iron | 33 | 4.4% |
phosphate | 25 | 3.3% |
titanium | 25 | 3.3% |
mineral | 25 | 3.3% |
rock | 25 | 3.3% |
and | 23 | 3.1% |
gold | 17 | 2.3% |
ore(crude | 16 | 2.1% |
ore | 16 | 2.1% |
ore(iron | 16 | 2.1% |
Other values (64) | 526 |
Most occurring characters
Value | Count | Frequency (%) |
E | 453 | 7.8% |
A | 432 | 7.5% |
N | 427 | 7.4% |
I | 414 | 7.2% |
T | 363 | 6.3% |
O | 361 | 6.3% |
R | 342 | 5.9% |
M | 268 | 4.6% |
267 | 4.6% | |
L | 238 | 4.1% |
Other values (30) | 2208 |
Most occurring categories
Value | Count | Frequency (%) |
Uppercase Letter | 4757 | |
Lowercase Letter | 517 | 9.0% |
Space Separator | 267 | 4.6% |
Open Punctuation | 107 | 1.9% |
Close Punctuation | 107 | 1.9% |
Decimal Number | 12 | 0.2% |
Dash Punctuation | 6 | 0.1% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
E | 453 | 9.5% |
A | 432 | 9.1% |
N | 427 | 9.0% |
I | 414 | 8.7% |
T | 363 | 7.6% |
O | 361 | 7.6% |
R | 342 | 7.2% |
M | 268 | 5.6% |
L | 238 | 5.0% |
S | 228 | 4.8% |
Other values (13) | 1231 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 95 | |
r | 65 | |
n | 63 | |
t | 57 | |
i | 56 | |
o | 55 | |
c | 32 | 6.2% |
u | 26 | 5.0% |
l | 25 | 4.8% |
d | 16 | 3.1% |
Other values (2) | 27 | 5.2% |
Space Separator
Value | Count | Frequency (%) |
267 |
Open Punctuation
Value | Count | Frequency (%) |
( | 107 |
Close Punctuation
Value | Count | Frequency (%) |
) | 107 |
Decimal Number
Value | Count | Frequency (%) |
2 | 12 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 6 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 5274 | |
Common | 499 | 8.6% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
E | 453 | 8.6% |
A | 432 | 8.2% |
N | 427 | 8.1% |
I | 414 | 7.8% |
T | 363 | 6.9% |
O | 361 | 6.8% |
R | 342 | 6.5% |
M | 268 | 5.1% |
L | 238 | 4.5% |
S | 228 | 4.3% |
Other values (25) | 1748 |
Common
Value | Count | Frequency (%) |
267 | ||
( | 107 | |
) | 107 | |
2 | 12 | 2.4% |
- | 6 | 1.2% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 5773 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
E | 453 | 7.8% |
A | 432 | 7.5% |
N | 427 | 7.4% |
I | 414 | 7.2% |
T | 363 | 6.3% |
O | 361 | 6.3% |
R | 342 | 5.9% |
M | 268 | 4.6% |
267 | 4.6% | |
L | 238 | 4.1% |
Other values (30) | 2208 |
단위
Categorical
Distinct | 8 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 3.9 KiB |
thousand metric tons | |
---|---|
metric tons | |
million metric tons | |
thousand metric dry tons | 14 |
metric tons of rare-earth-oxide (REO) equivalent | 13 |
Other values (3) | 23 |
Length
Max length | 48 |
---|---|
Median length | 24 |
Mean length | 17.35625 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | million cubic meters |
---|---|
2nd row | thousand metric tons |
3rd row | metric tons |
4th row | thousand metric tons |
5th row | metric tons |
Common Values
Value | Count | Frequency (%) |
thousand metric tons | 232 | |
metric tons | 166 | |
million metric tons | 32 | 6.7% |
thousand metric dry tons | 14 | 2.9% |
metric tons of rare-earth-oxide (REO) equivalent | 13 | 2.7% |
kilograms | 11 | 2.3% |
million carats | 7 | 1.5% |
million cubic meters | 5 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
metric | 457 | |
tons | 457 | |
thousand | 246 | |
million | 44 | 3.4% |
dry | 14 | 1.1% |
of | 13 | 1.0% |
rare-earth-oxide | 13 | 1.0% |
reo | 13 | 1.0% |
equivalent | 13 | 1.0% |
kilograms | 11 | 0.8% |
Other values (3) | 17 | 1.3% |
매장량
Real number (ℝ)
Distinct | 259 |
---|---|
Distinct (%) | 54.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4105891.5 |
Minimum | 8 |
---|---|
Maximum | 3.3 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 4.3 KiB |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 487 |
Q1 | 8375 |
median | 81000 |
Q3 | 712500 |
95-th percentile | 21000000 |
Maximum | 3.3 × 108 |
Range | 3.2999999 × 108 |
Interquartile range (IQR) | 704125 |
Descriptive statistics
Standard deviation | 19736832 |
---|---|
Coefficient of variation (CV) | 4.8069541 |
Kurtosis | 162.59159 |
Mean | 4105891.5 |
Median Absolute Deviation (MAD) | 80000 |
Skewness | 11.138618 |
Sum | 1.9708279 × 109 |
Variance | 3.8954253 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
100000 | 8 | 1.7% |
1000000 | 6 | 1.2% |
400000 | 6 | 1.2% |
30000 | 6 | 1.2% |
22000 | 6 | 1.2% |
21000000 | 5 | 1.0% |
12000 | 5 | 1.0% |
310000 | 5 | 1.0% |
37000 | 5 | 1.0% |
150000 | 5 | 1.0% |
Other values (249) | 423 |
Value | Count | Frequency (%) |
8 | 1 | |
11 | 1 | |
20 | 1 | |
21 | 1 | |
24 | 1 | |
38 | 1 | |
43 | 1 | |
45 | 1 | |
61 | 1 | |
72 | 1 |
Value | Count | Frequency (%) |
330000000 | 1 | |
130000000 | 1 | |
110000000 | 1 | |
100000000 | 1 | |
90000000 | 1 | |
74000000 | 1 | |
72000000 | 1 | |
70000000 | 1 | |
63000000 | 1 | |
52000000 | 1 |
광종 | 단위 | 매장량 | |
---|---|---|---|
광종 | 1.000 | 1.000 | 0.439 |
단위 | 1.000 | 1.000 | 0.129 |
매장량 | 0.439 | 0.129 | 1.000 |
매장량 | 단위 | |
---|---|---|
매장량 | 1.000 | 0.079 |
단위 | 0.079 | 1.000 |
국가 | 광종 | 단위 | 매장량 | |
---|---|---|---|---|
0 | Algeria | HELIUM | million cubic meters | 1800 |
1 | Algeria | PHOSPHATE ROCK | thousand metric tons | 2200000 |
2 | Argentina | LITHIUM | metric tons | 2700000 |
3 | Argentina | MOLYBDENUM | thousand metric tons | 100 |
4 | Argentina | SILVER | metric tons | 6500 |
5 | Armenia | MOLYBDENUM | thousand metric tons | 150 |
6 | Armenia | RHENIUM | kilograms | 95000 |
7 | Australia | ANTIMONY | metric tons | 120000 |
8 | Australia | BAUXITE | thousand metric dry tons | 5100000 |
9 | Australia | COBALT | metric tons | 1500000 |
국가 | 광종 | 단위 | 매장량 | |
---|---|---|---|---|
470 | World total (rounded) | TIN | metric tons | 4600000 |
471 | World total (rounded) | TUNGSTEN | metric tons | 3800000 |
472 | World total (rounded) | VANADIUM | metric tons | 26000 |
473 | World total (rounded) | ZINC | thousand metric tons | 210000 |
474 | World total (rounded) | ZIRCONIUM AND HAFNIUM | metric tons | 68000 |
475 | World total (rutile, rounded) | TITANIUM MINERAL CONCENTRATES(rutile) | thousand metric tons | 49000 |
476 | World total, natural (rounded) | SODA ASH | thousand metric tons | 25000000 |
477 | Zambia | COPPER | thousand metric tons | 19000 |
478 | Zimbabwe | LITHIUM | metric tons | 310000 |
479 | Zimbabwe | PLATINUM-GROUP METALS | kilograms | 1200000 |