A072391 Assays

Dataset statistics

Number of variables	29
Number of observations	304210
Missing cells	3073999
Missing cells (%)	34.8%
Total size in memory	67.3 MiB
Average record size in memory	232.0 B

Variable types

Unsupported	1
Text	5
Numeric	23

Dataset

Description	A cleaned dataset from the WAMEX database.
URL	https://www.dmp.wa.gov.au/WAMEX-Minerals-Exploration-1476.aspx

Alerts

`Quality` has 6553 (2.2%) missing values	Missing
`Moisture` has 148917 (49.0%) missing values	Missing
`Fe_XRF_pct` has 94816 (31.2%) missing values	Missing
`Al2O3_XRF_pct` has 94816 (31.2%) missing values	Missing
`SiO2_XRF_pct` has 94816 (31.2%) missing values	Missing
`TiO2_XRF_pct` has 94818 (31.2%) missing values	Missing
`CaO_XRF_pct` has 95273 (31.3%) missing values	Missing
`MgO_XRF_pct` has 94885 (31.2%) missing values	Missing
`MnO_XRF_pct` has 94971 (31.2%) missing values	Missing
`Na2O_XRF_pct` has 96625 (31.8%) missing values	Missing
`K2O_XRF_pct` has 94879 (31.2%) missing values	Missing
`P_XRF_pct` has 94846 (31.2%) missing values	Missing
`S_XRF_pct` has 94893 (31.2%) missing values	Missing
`LOI_1000S_pct` has 217788 (71.6%) missing values	Missing
`LOI_1000_pct` has 158862 (52.2%) missing values	Missing
`LOI_371_pct` has 158863 (52.2%) missing values	Missing
`LOI_650_pct` has 158863 (52.2%) missing values	Missing
`LOI_Total` has 94819 (31.2%) missing values	Missing
`BaO_XRF_pct` has 301134 (99.0%) missing values	Missing
`Mn_Calc_pct` has 177845 (58.5%) missing values	Missing
`Weight_kg` has 303772 (99.9%) missing values	Missing
`Cr_XRF_pct` has 300889 (98.9%) missing values	Missing
`PRIORITY` is highly skewed (γ1 = 551.5250044)	Skewed
`S_XRF_pct` is highly skewed (γ1 = 47.91431409)	Skewed
`SAMPLEID` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`SAMPFROM` has 7555 (2.5%) zeros	Zeros

Reproduction

Analysis started	2023-07-19 22:59:58.027877
Analysis finished	2023-07-19 23:00:03.458049
Duration	5.43 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

SAMPLEID
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

HOLEID
Text

Distinct	7583
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	8
Median length	6
Mean length	6.006452779
Min length	6

Characters and Unicode

Total characters	1827223
Distinct characters	17
Distinct categories	2 ?
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	23 ?
Unique (%)	< 0.1%

Sample

1st row	CB0001
2nd row	CB0001
3rd row	CB0001
4th row	CB0001
5th row	CB0001

Value	Count	Frequency (%)
cc1595	144	< 0.1%
cc1596	140	< 0.1%
cc2399	137	< 0.1%
cc2338	132	< 0.1%
cc3482	132	< 0.1%
cc1888	127	< 0.1%
cb1798	125	< 0.1%
cc1698	123	< 0.1%
cc1985	121	< 0.1%
cc1443	121	< 0.1%
Other values (7573)	302908	99.6%

Most occurring characters

Value	Count	Frequency (%)
C	446137	24.4%
0	186140	10.2%
1	184991	10.1%
2	166604	9.1%
3	143931	7.9%
B	139306	7.6%
4	96047	5.3%
6	91718	5.0%
9	88965	4.9%
7	87540	4.8%
Other values (7)	195844	10.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1216840	66.6%
Uppercase Letter	610383	33.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	186140	15.3%
1	184991	15.2%
2	166604	13.7%
3	143931	11.8%
4	96047	7.9%
6	91718	7.5%
9	88965	7.3%
7	87540	7.2%
5	86592	7.1%
8	84312	6.9%

Uppercase Letter

Value	Count	Frequency (%)
C	446137	73.1%
B	139306	22.8%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%
D	1749	0.3%
P	107	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	1216840	66.6%
Latin	610383	33.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	186140	15.3%
1	184991	15.2%
2	166604	13.7%
3	143931	11.8%
4	96047	7.9%
6	91718	7.5%
9	88965	7.3%
7	87540	7.2%
5	86592	7.1%
8	84312	6.9%

Latin

Value	Count	Frequency (%)
C	446137	73.1%
B	139306	22.8%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%
D	1749	0.3%
P	107	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1827223	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	446137	24.4%
0	186140	10.2%
1	184991	10.1%
2	166604	9.1%
3	143931	7.9%
B	139306	7.6%
4	96047	5.3%
6	91718	5.0%
9	88965	4.9%
7	87540	4.8%
Other values (7)	195844	10.7%

PROJECTCODE
Text

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.3 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	608420
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CB
2nd row	CB
3rd row	CB
4th row	CB
5th row	CB

Value	Count	Frequency (%)
cc	153362	50.4%
cb	139306	45.8%
wk	7969	2.6%
wf	3573	1.2%

Most occurring characters

Value	Count	Frequency (%)
C	446030	73.3%
B	139306	22.9%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	608420	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	446030	73.3%
B	139306	22.9%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	608420	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	446030	73.3%
B	139306	22.9%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	608420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	446030	73.3%
B	139306	22.9%
W	11542	1.9%
K	7969	1.3%
F	3573	0.6%

SAMPFROM
Real number (ℝ)

ZEROS

Distinct	454
Distinct (%)	0.1%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	25.9974794

Minimum	0
Maximum	143
Zeros	7555
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	10
median	22
Q3	38
95-th percentile	65
Maximum	143
Range	143
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	20.30480867
Coefficient of variation (CV)	0.7810298975
Kurtosis	1.124519927
Mean	25.9974794
Median Absolute Deviation (MAD)	13
Skewness	1.072666668
Sum	7908563.22
Variance	412.2852551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7555	2.5%
3	7290	2.4%
6	7281	2.4%
9	7223	2.4%
12	7064	2.3%
4	7021	2.3%
10	6998	2.3%
7	6993	2.3%
2	6950	2.3%
15	6933	2.3%
Other values (444)	232897	76.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7555	2.5%
0.2	1	< 0.1%
0.25	2	< 0.1%
0.5	16	< 0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
143	1	< 0.1%
142	1	< 0.1%
141	1	< 0.1%
140	1	< 0.1%
139	2	< 0.1%

SAMPTO
Real number (ℝ)

Distinct	476
Distinct (%)	0.2%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	27.0609512

Minimum	0.25
Maximum	144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.25
5-th percentile	3
Q1	11
median	23
Q3	39
95-th percentile	66
Maximum	144
Range	143.75
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	20.29043811
Coefficient of variation (CV)	0.7498050588
Kurtosis	1.129522824
Mean	27.0609512
Median Absolute Deviation (MAD)	13
Skewness	1.073872097
Sum	8232076.66
Variance	411.7018786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	7304	2.4%
3	7293	2.4%
9	7244	2.4%
12	7166	2.4%
10	7052	2.3%
4	7022	2.3%
7	6998	2.3%
2	6950	2.3%
15	6923	2.3%
5	6919	2.3%
Other values (466)	233334	76.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.25	2	< 0.1%
0.5	15	< 0.1%
0.6	1	< 0.1%
0.75	2	< 0.1%
0.9	1	< 0.1%

Value	Count	Frequency (%)
144	1	< 0.1%
143	1	< 0.1%
142	1	< 0.1%
141	1	< 0.1%
140	2	< 0.1%

SAMPLETYPE
Text

Distinct	21
Distinct (%)	< 0.1%
Missing	24
Missing (%)	< 0.1%
Memory size	2.3 MiB

Length

Max length	10
Median length	7
Mean length	6.985798163
Min length	3

Characters and Unicode

Total characters	2124982
Distinct characters	36
Distinct categories	5 ?
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	1 ?
Unique (%)	< 0.1%

Sample

1st row	RC Chip
2nd row	RC Chip
3rd row	RC Chip
4th row	RC Chip
5th row	RC Chip

Value	Count	Frequency (%)
rc	302430	49.9%
chip	302430	49.9%
core	740	0.1%
frac	310	0.1%
lumps	206	< 0.1%
fines	206	< 0.1%
pet	97	< 0.1%
geot	27	< 0.1%
jig_conc	23	< 0.1%
jig_feed	23	< 0.1%
Other values (12)	124	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
C	605630	28.5%
i	302838	14.3%
p	302636	14.2%
R	302452	14.2%
h	302442	14.2%
	302430	14.2%
e	1123	0.1%
r	1072	0.1%
o	790	< 0.1%
F	564	< 0.1%
Other values (26)	3005	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	913077	43.0%
Uppercase Letter	909286	42.8%
Space Separator	302430	14.2%
Connector Punctuation	147	< 0.1%
Decimal Number	42	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	302838	33.2%
p	302636	33.1%
h	302442	33.1%
e	1123	0.1%
r	1072	0.1%
o	790	0.1%
s	424	< 0.1%
a	386	< 0.1%
c	355	< 0.1%
n	229	< 0.1%
Other values (8)	782	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	605630	66.6%
R	302452	33.3%
F	564	0.1%
L	206	< 0.1%
J	113	< 0.1%
P	97	< 0.1%
N	48	< 0.1%
T	44	< 0.1%
M	33	< 0.1%
G	27	< 0.1%
Other values (4)	72	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	21	50.0%
2	21	50.0%

Space Separator

Value	Count	Frequency (%)
	302430	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	147	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1822363	85.8%
Common	302619	14.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	605630	33.2%
i	302838	16.6%
p	302636	16.6%
R	302452	16.6%
h	302442	16.6%
e	1123	0.1%
r	1072	0.1%
o	790	< 0.1%
F	564	< 0.1%
s	424	< 0.1%
Other values (22)	2392	0.1%

Common

Value	Count	Frequency (%)
	302430	99.9%
_	147	< 0.1%
1	21	< 0.1%
2	21	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2124982	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	605630	28.5%
i	302838	14.3%
p	302636	14.2%
R	302452	14.2%
h	302442	14.2%
	302430	14.2%
e	1123	0.1%
r	1072	0.1%
o	790	< 0.1%
F	564	< 0.1%
Other values (26)	3005	0.1%

PRIORITY
Real number (ℝ)

SKEWED

Distinct	21
Distinct (%)	< 0.1%
Missing	22
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.744904125

Minimum	-6.3
Maximum	208083
Zeros	0
Zeros (%)	0.0%
Negative	36
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-6.3
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	208083
Range	208089.3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	377.2813104
Coefficient of variation (CV)	216.2189343
Kurtosis	304182.5532
Mean	1.744904125
Median Absolute Deviation (MAD)	0
Skewness	551.5250044
Sum	530778.896
Variance	142341.1872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	302872	99.6%
20	894	0.3%
2	137	< 0.1%
0.106	26	< 0.1%
-0.038	26	< 0.1%
4	26	< 0.1%
0.212	26	< 0.1%
0.5	26	< 0.1%
0.053	26	< 0.1%
0.038	26	< 0.1%
Other values (11)	103	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.3	10	< 0.1%
-0.038	26	< 0.1%
0.038	26	< 0.1%
0.053	26	< 0.1%
0.075	25	< 0.1%

Value	Count	Frequency (%)
208083	1	< 0.1%
60	16	< 0.1%
25	10	< 0.1%
20	894	0.3%
15	10	< 0.1%

Quality
Text

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	6553
Missing (%)	2.2%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	297657
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	G
2nd row	M
3rd row	G
4th row	G
5th row	G

Value	Count	Frequency (%)
g	216455	72.7%
n	50251	16.9%
m	16471	5.5%
c	7668	2.6%
p	6724	2.3%
w	67	< 0.1%
d	21	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
G	216455	72.7%
N	50251	16.9%
M	16471	5.5%
C	7668	2.6%
P	6724	2.3%
W	67	< 0.1%
D	21	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	297657	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
G	216455	72.7%
N	50251	16.9%
M	16471	5.5%
C	7668	2.6%
P	6724	2.3%
W	67	< 0.1%
D	21	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	297657	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
G	216455	72.7%
N	50251	16.9%
M	16471	5.5%
C	7668	2.6%
P	6724	2.3%
W	67	< 0.1%
D	21	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	297657	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
G	216455	72.7%
N	50251	16.9%
M	16471	5.5%
C	7668	2.6%
P	6724	2.3%
W	67	< 0.1%
D	21	< 0.1%

Moisture
Text

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	148917
Missing (%)	49.0%
Memory size	2.3 MiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	155293
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D
2nd row	D
3rd row	D
4th row	D
5th row	W

Value	Count	Frequency (%)
m	71009	45.7%
w	55861	36.0%
d	28423	18.3%

Most occurring characters

Value	Count	Frequency (%)
M	71009	45.7%
W	55861	36.0%
D	28423	18.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	155293	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	71009	45.7%
W	55861	36.0%
D	28423	18.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	155293	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	71009	45.7%
W	55861	36.0%
D	28423	18.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	155293	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	71009	45.7%
W	55861	36.0%
D	28423	18.3%

Fe_XRF_pct
Real number (ℝ)

MISSING

Distinct	6626
Distinct (%)	3.2%
Missing	94816
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	41.92806489

Minimum	0.19
Maximum	68.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.19
5-th percentile	14.78
Q1	31
median	45.06
Q3	54.17
95-th percentile	60.7
Maximum	68.04
Range	67.85
Interquartile range (IQR)	23.17

Descriptive statistics

Standard deviation	14.69775379
Coefficient of variation (CV)	0.3505469148
Kurtosis	-0.5714113622
Mean	41.92806489
Median Absolute Deviation (MAD)	10.8
Skewness	-0.5907143095
Sum	8779485.22
Variance	216.0239665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.8	169	0.1%
53.4	167	0.1%
51.6	155	0.1%
54.6	151	< 0.1%
51	148	< 0.1%
54.5	146	< 0.1%
54.4	146	< 0.1%
52.3	146	< 0.1%
52.7	142	< 0.1%
55.4	142	< 0.1%
Other values (6616)	207882	68.3%
(Missing)	94816	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.19	1	< 0.1%
0.26	1	< 0.1%
0.42	1	< 0.1%
0.43	1	< 0.1%
0.44	1	< 0.1%

Value	Count	Frequency (%)
68.04	1	< 0.1%
67.71	1	< 0.1%
67.66	1	< 0.1%
67.58	1	< 0.1%
67.55	1	< 0.1%

Al2O3_XRF_pct
Real number (ℝ)

MISSING

Distinct	3528
Distinct (%)	1.7%
Missing	94816
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.622290944

Minimum	0.03
Maximum	60.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.03
5-th percentile	0.75
Q1	2.01
median	4.75
Q3	9.95
95-th percentile	17.5
Maximum	60.74
Range	60.71
Interquartile range (IQR)	7.94

Descriptive statistics

Standard deviation	5.829797282
Coefficient of variation (CV)	0.8803293802
Kurtosis	2.978003388
Mean	6.622290944
Median Absolute Deviation (MAD)	3.27
Skewness	1.464120483
Sum	1386667.99
Variance	33.98653635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.6	410	0.1%
1.37	394	0.1%
1.38	393	0.1%
1.35	385	0.1%
1.51	378	0.1%
1.39	377	0.1%
1.27	375	0.1%
1.2	374	0.1%
1.13	374	0.1%
1.75	373	0.1%
Other values (3518)	205561	67.6%
(Missing)	94816	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.04	1	< 0.1%
0.07	1	< 0.1%
0.08	1	< 0.1%
0.09	2	< 0.1%

Value	Count	Frequency (%)
60.74	1	< 0.1%
57.92	1	< 0.1%
55.71	1	< 0.1%
53.6	1	< 0.1%
53.29	1	< 0.1%

SiO2_XRF_pct
Real number (ℝ)

MISSING

Distinct	8948
Distinct (%)	4.3%
Missing	94816
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	22.54825559

Minimum	0.45
Maximum	97.65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0.45
5-th percentile	2.48
Q1	6.5
median	13.83
Q3	35.21
95-th percentile	63.91
Maximum	97.65
Range	97.2
Interquartile range (IQR)	28.71

Descriptive statistics

Standard deviation	20.72322228
Coefficient of variation (CV)	0.9190609977
Kurtosis	0.1738277545
Mean	22.54825559
Median Absolute Deviation (MAD)	9.43
Skewness	1.101539324
Sum	4721469.43
Variance	429.4519415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.5	150	< 0.1%
11	150	< 0.1%
3.14	149	< 0.1%
12.7	149	< 0.1%
11.3	147	< 0.1%
10.2	144	< 0.1%
2.74	144	< 0.1%
3.6	144	< 0.1%
11.2	141	< 0.1%
10.7	138	< 0.1%
Other values (8938)	207938	68.4%
(Missing)	94816	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.45	1	< 0.1%
0.47	1	< 0.1%
0.53	1	< 0.1%
0.55	1	< 0.1%
0.62	1	< 0.1%

Value	Count	Frequency (%)
97.65	1	< 0.1%
97.02	1	< 0.1%
96.9	1	< 0.1%
96.45	1	< 0.1%
96.3	1	< 0.1%

TiO2_XRF_pct
Real number (ℝ)

MISSING

Distinct	2644
Distinct (%)	1.3%
Missing	94818
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3741135717

Minimum	-0.01
Maximum	9.051
Zeros	0
Zeros (%)	0.0%
Negative	12
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.028
Q1	0.072
median	0.2
Q3	0.564
95-th percentile	1.181
Maximum	9.051
Range	9.061
Interquartile range (IQR)	0.492

Descriptive statistics

Standard deviation	0.4221180005
Coefficient of variation (CV)	1.128315123
Kurtosis	21.13803496
Mean	0.3741135717
Median Absolute Deviation (MAD)	0.155
Skewness	2.715554211
Sum	78336.389
Variance	0.1781836064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	2086	0.7%
0.04	2042	0.7%
0.05	1933	0.6%
0.06	1646	0.5%
0.07	1515	0.5%
0.02	1415	0.5%
0.08	1294	0.4%
0.09	1188	0.4%
0.1	1069	0.4%
0.032	1006	0.3%
Other values (2634)	194198	63.8%
(Missing)	94818	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	4	< 0.1%
-0.001	8	< 0.1%
0.001	1	< 0.1%
0.002	1	< 0.1%
0.003	1	< 0.1%

Value	Count	Frequency (%)
9.051	1	< 0.1%
8.865	1	< 0.1%
8.858	1	< 0.1%
8.788	1	< 0.1%
8.648	1	< 0.1%

CaO_XRF_pct
Real number (ℝ)

MISSING

Distinct	1723
Distinct (%)	0.8%
Missing	95273
Missing (%)	31.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.2732557661

Minimum	-0.01
Maximum	40.71
Zeros	1
Zeros (%)	< 0.1%
Negative	2233
Negative (%)	0.7%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.02
Q1	0.03
median	0.07
Q3	0.12
95-th percentile	0.51
Maximum	40.71
Range	40.72
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	1.608485282
Coefficient of variation (CV)	5.886372701
Kurtosis	175.859307
Mean	0.2732557661
Median Absolute Deviation (MAD)	0.04
Skewness	12.54946623
Sum	57093.24
Variance	2.587224902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	23454	7.7%
0.02	21605	7.1%
0.04	20206	6.6%
0.05	16923	5.6%
0.06	14415	4.7%
0.07	12407	4.1%
0.08	10416	3.4%
0.09	9205	3.0%
0.1	8419	2.8%
0.11	7627	2.5%
Other values (1713)	64260	21.1%
(Missing)	95273	31.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	2083	0.7%
-0.001	150	< 0.1%
0	1	< 0.1%
0.01	5140	1.7%
0.02	21605	7.1%

Value	Count	Frequency (%)
40.71	1	< 0.1%
37.3	1	< 0.1%
36.64	1	< 0.1%
36.5	1	< 0.1%
36.17	1	< 0.1%

MgO_XRF_pct
Real number (ℝ)

MISSING

Distinct	1142
Distinct (%)	0.5%
Missing	94885
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.3160286731

Minimum	-0.01
Maximum	29.2
Zeros	0
Zeros (%)	0.0%
Negative	562
Negative (%)	0.2%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.03
Q1	0.07
median	0.11
Q3	0.22
95-th percentile	0.71
Maximum	29.2
Range	29.21
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	1.264189827
Coefficient of variation (CV)	4.000237745
Kurtosis	137.546569
Mean	0.3160286731
Median Absolute Deviation (MAD)	0.06
Skewness	11.00911831
Sum	66152.702
Variance	1.598175918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06	14266	4.7%
0.05	14109	4.6%
0.07	13351	4.4%
0.04	12048	4.0%
0.08	11917	3.9%
0.09	10693	3.5%
0.1	9890	3.3%
0.11	8522	2.8%
0.12	7844	2.6%
0.03	7304	2.4%
Other values (1132)	99381	32.7%
(Missing)	94885	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	502	0.2%
-0.001	60	< 0.1%
0.01	563	0.2%
0.02	3045	1.0%
0.028	2	< 0.1%

Value	Count	Frequency (%)
29.2	1	< 0.1%
28.1	1	< 0.1%
26.7	1	< 0.1%
25.8	1	< 0.1%
25.7	1	< 0.1%

MnO_XRF_pct
Real number (ℝ)

MISSING

Distinct	2131
Distinct (%)	1.0%
Missing	94971
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.34856268

Minimum	-0.01
Maximum	66.9
Zeros	0
Zeros (%)	0.0%
Negative	1276
Negative (%)	0.4%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.03
Q1	0.1
median	0.24
Q3	0.64
95-th percentile	6.78
Maximum	66.9
Range	66.91
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	4.09698402
Coefficient of variation (CV)	3.03803752
Kurtosis	38.31012117
Mean	1.34856268
Median Absolute Deviation (MAD)	0.177
Skewness	5.644702698
Sum	282171.9066
Variance	16.78527806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05	6001	2.0%
0.04	5968	2.0%
0.06	5868	1.9%
0.07	5845	1.9%
0.03	5834	1.9%
0.08	5550	1.8%
0.09	5541	1.8%
0.1	5298	1.7%
0.02	5274	1.7%
0.11	5025	1.7%
Other values (2121)	153035	50.3%
(Missing)	94971	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	748	0.2%
-0.001	528	0.2%
0.001	6	< 0.1%
0.002	4	< 0.1%
0.003	2	< 0.1%

Value	Count	Frequency (%)
66.9	1	< 0.1%
60.9	1	< 0.1%
60.7	1	< 0.1%
59.58	1	< 0.1%
58.9	1	< 0.1%

Na2O_XRF_pct
Real number (ℝ)

MISSING

Distinct	2001
Distinct (%)	1.0%
Missing	96625
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.08262307007

Minimum	-0.01
Maximum	9.505
Zeros	14
Zeros (%)	< 0.1%
Negative	4632
Negative (%)	1.5%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.006
Q1	0.019
median	0.035
Q3	0.066
95-th percentile	0.29
Maximum	9.505
Range	9.515
Interquartile range (IQR)	0.047

Descriptive statistics

Standard deviation	0.2014154395
Coefficient of variation (CV)	2.437762714
Kurtosis	134.8352176
Mean	0.08262307007
Median Absolute Deviation (MAD)	0.02
Skewness	8.592829585
Sum	17151.31
Variance	0.04056817927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	7314	2.4%
0.03	5812	1.9%
-0.001	4599	1.5%
0.01	4527	1.5%
0.04	4201	1.4%
0.017	3510	1.2%
0.018	3499	1.2%
0.015	3431	1.1%
0.016	3422	1.1%
0.019	3390	1.1%
Other values (1991)	163880	53.9%
(Missing)	96625	31.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	33	< 0.1%
-0.001	4599	1.5%
0	14	< 0.1%
0.001	346	0.1%
0.002	865	0.3%

Value	Count	Frequency (%)
9.505	1	< 0.1%
8.866	1	< 0.1%
7.506	1	< 0.1%
6.118	1	< 0.1%
5.61	1	< 0.1%

K2O_XRF_pct
Real number (ℝ)

MISSING

Distinct	1606
Distinct (%)	0.8%
Missing	94879
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1871515829

Minimum	-0.001
Maximum	10.2
Zeros	10
Zeros (%)	< 0.1%
Negative	1677
Negative (%)	0.6%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.001
5-th percentile	0.007
Q1	0.02
median	0.05
Q3	0.166
95-th percentile	0.774
Maximum	10.2
Range	10.201
Interquartile range (IQR)	0.146

Descriptive statistics

Standard deviation	0.4385702488
Coefficient of variation (CV)	2.343395883
Kurtosis	81.65946671
Mean	0.1871515829
Median Absolute Deviation (MAD)	0.037
Skewness	7.374588484
Sum	39176.628
Variance	0.1923438631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	5907	1.9%
0.01	4665	1.5%
0.03	3931	1.3%
0.016	3109	1.0%
0.014	3094	1.0%
0.015	3089	1.0%
0.018	3048	1.0%
0.013	3033	1.0%
0.017	3006	1.0%
0.012	2947	1.0%
Other values (1596)	173502	57.0%
(Missing)	94879	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.001	1677	0.6%
0	10	< 0.1%
0.001	44	< 0.1%
0.002	327	0.1%
0.003	725	0.2%

Value	Count	Frequency (%)
10.2	1	< 0.1%
9.5	1	< 0.1%
9.21	1	< 0.1%
9.01	1	< 0.1%
8.9	1	< 0.1%

P_XRF_pct
Real number (ℝ)

MISSING

Distinct	615
Distinct (%)	0.3%
Missing	94846
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.04080798275

Minimum	-0.001
Maximum	1.27
Zeros	2
Zeros (%)	< 0.1%
Negative	1356
Negative (%)	0.4%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.001
5-th percentile	0.01
Q1	0.024
median	0.034
Q3	0.048
95-th percentile	0.094
Maximum	1.27
Range	1.271
Interquartile range (IQR)	0.024

Descriptive statistics

Standard deviation	0.03070065558
Coefficient of variation (CV)	0.7523198528
Kurtosis	38.74649532
Mean	0.04080798275
Median Absolute Deviation (MAD)	0.012
Skewness	3.767838772
Sum	8543.7225
Variance	0.0009425302528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	10342	3.4%
0.02	7603	2.5%
0.04	7451	2.4%
0.031	4891	1.6%
0.032	4778	1.6%
0.033	4748	1.6%
0.029	4726	1.6%
0.034	4597	1.5%
0.028	4510	1.5%
0.027	4486	1.5%
Other values (605)	151232	49.7%
(Missing)	94846	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.001	1304	0.4%
-0.0004	52	< 0.1%
0	2	< 0.1%
0.0004	3	< 0.1%
0.0009	3	< 0.1%

Value	Count	Frequency (%)
1.27	1	< 0.1%
1.06	1	< 0.1%
0.591	1	< 0.1%
0.574	1	< 0.1%
0.57	1	< 0.1%

S_XRF_pct
Real number (ℝ)

MISSING SKEWED

Distinct	1212
Distinct (%)	0.6%
Missing	94893
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.05669833315

Minimum	-0.001
Maximum	30.5
Zeros	0
Zeros (%)	0.0%
Negative	1639
Negative (%)	0.5%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.001
5-th percentile	0.008
Q1	0.02
median	0.031
Q3	0.05
95-th percentile	0.13
Maximum	30.5
Range	30.501
Interquartile range (IQR)	0.03

Descriptive statistics

Standard deviation	0.2415888524
Coefficient of variation (CV)	4.260951583
Kurtosis	4180.686797
Mean	0.05669833315
Median Absolute Deviation (MAD)	0.014
Skewness	47.91431409
Sum	11867.925
Variance	0.05836517359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	9560	3.1%
0.03	7978	2.6%
0.04	5852	1.9%
0.01	4977	1.6%
0.025	4067	1.3%
0.05	4034	1.3%
0.022	4003	1.3%
0.024	3925	1.3%
0.021	3915	1.3%
0.023	3804	1.3%
Other values (1202)	157202	51.7%
(Missing)	94893	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.001	1639	0.5%
0.001	105	< 0.1%
0.002	404	0.1%
0.003	798	0.3%
0.004	1257	0.4%

Value	Count	Frequency (%)
30.5	1	< 0.1%
28.5	1	< 0.1%
25.1	1	< 0.1%
24.2	1	< 0.1%
23.3	1	< 0.1%

LOI_1000S_pct
Real number (ℝ)

MISSING

Distinct	2359
Distinct (%)	2.7%
Missing	217788
Missing (%)	71.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.014274143

Minimum	-0.132
Maximum	46.2
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.132
5-th percentile	2.2
Q1	5.67
median	8.14
Q3	10.22
95-th percentile	12.45
Maximum	46.2
Range	46.332
Interquartile range (IQR)	4.55

Descriptive statistics

Standard deviation	3.846429695
Coefficient of variation (CV)	0.4799473573
Kurtosis	16.36094209
Mean	8.014274143
Median Absolute Deviation (MAD)	2.26
Skewness	2.248024287
Sum	692609.6
Variance	14.7950214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.7	415	0.1%
10.3	405	0.1%
10.2	401	0.1%
10.4	394	0.1%
10.6	388	0.1%
10.1	387	0.1%
10.8	387	0.1%
10.9	370	0.1%
10.5	365	0.1%
11	359	0.1%
Other values (2349)	82551	27.1%
(Missing)	217788	71.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.132	1	< 0.1%
0.2	1	< 0.1%
0.21	1	< 0.1%
0.26	2	< 0.1%
0.32	1	< 0.1%

Value	Count	Frequency (%)
46.2	1	< 0.1%
45.6	1	< 0.1%
45.5	2	< 0.1%
45.44	1	< 0.1%
45.4	1	< 0.1%

LOI_1000_pct
Real number (ℝ)

MISSING

Distinct	1905
Distinct (%)	1.3%
Missing	158862
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5048176308

Minimum	-8.54
Maximum	40.5
Zeros	190
Zeros (%)	0.1%
Negative	240
Negative (%)	0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-8.54
5-th percentile	0.09
Q1	0.23
median	0.33
Q3	0.45
95-th percentile	1.16
Maximum	40.5
Range	49.04
Interquartile range (IQR)	0.22

Descriptive statistics

Standard deviation	1.375314208
Coefficient of variation (CV)	2.724378318
Kurtosis	306.2627109
Mean	0.5048176308
Median Absolute Deviation (MAD)	0.11
Skewness	15.90545135
Sum	73374.233
Variance	1.891489171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.34	3641	1.2%
0.35	3569	1.2%
0.31	3519	1.2%
0.33	3511	1.2%
0.32	3474	1.1%
0.3	3391	1.1%
0.28	3374	1.1%
0.29	3360	1.1%
0.36	3320	1.1%
0.37	3308	1.1%
Other values (1895)	110881	36.4%
(Missing)	158862	52.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-8.54	1	< 0.1%
-7.11	1	< 0.1%
-4.91	1	< 0.1%
-4.78	1	< 0.1%
-3.61	1	< 0.1%

Value	Count	Frequency (%)
40.5	1	< 0.1%
40.49	1	< 0.1%
40.06	1	< 0.1%
39.99	1	< 0.1%
39.83	1	< 0.1%

LOI_371_pct
Real number (ℝ)

MISSING

Distinct	1336
Distinct (%)	0.9%
Missing	158863
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.53621622

Minimum	-0.36
Maximum	23.81
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.36
5-th percentile	1.29
Q1	3.23
median	5.81
Q3	7.68
95-th percentile	9.44
Maximum	23.81
Range	24.17
Interquartile range (IQR)	4.45

Descriptive statistics

Standard deviation	2.649643521
Coefficient of variation (CV)	0.4786018855
Kurtosis	-0.7830394414
Mean	5.53621622
Median Absolute Deviation (MAD)	2.14
Skewness	-0.07264013234
Sum	804672.419
Variance	7.02061079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.6	232	0.1%
6.89	227	0.1%
8.07	226	0.1%
6.97	224	0.1%
7.52	224	0.1%
7.69	223	0.1%
7.65	223	0.1%
7.49	223	0.1%
7.45	223	0.1%
7.55	222	0.1%
Other values (1326)	143100	47.0%
(Missing)	158863	52.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.36	1	< 0.1%
-0.001	1	< 0.1%
0.04	1	< 0.1%
0.06	2	< 0.1%
0.07	2	< 0.1%

Value	Count	Frequency (%)
23.81	1	< 0.1%
22.45	1	< 0.1%
21.5	1	< 0.1%
21.4	1	< 0.1%
21.35	1	< 0.1%

LOI_650_pct
Real number (ℝ)

MISSING

Distinct	1461
Distinct (%)	1.0%
Missing	158863
Missing (%)	52.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.764440264

Minimum	-12.1
Maximum	29.09
Zeros	2
Zeros (%)	< 0.1%
Negative	8
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-12.1
5-th percentile	0.38
Q1	0.76
median	1.21
Q3	2.22
95-th percentile	4.69
Maximum	29.09
Range	41.19
Interquartile range (IQR)	1.46

Descriptive statistics

Standard deviation	1.659908663
Coefficient of variation (CV)	0.9407565089
Kurtosis	22.32440473
Mean	1.764440264
Median Absolute Deviation (MAD)	0.56
Skewness	3.447683913
Sum	256456.099
Variance	2.755296768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.71	1188	0.4%
0.74	1173	0.4%
0.69	1166	0.4%
0.73	1149	0.4%
0.72	1112	0.4%
0.76	1109	0.4%
0.78	1095	0.4%
0.7	1092	0.4%
0.75	1090	0.4%
0.68	1069	0.4%
Other values (1451)	134104	44.1%
(Missing)	158863	52.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12.1	1	< 0.1%
-0.34	1	< 0.1%
-0.25	1	< 0.1%
-0.14	1	< 0.1%
-0.1	1	< 0.1%

Value	Count	Frequency (%)
29.09	1	< 0.1%
27.45	1	< 0.1%
25.49	1	< 0.1%
25.42	1	< 0.1%
25.2	1	< 0.1%

LOI_Total
Real number (ℝ)

MISSING

Distinct	6842
Distinct (%)	3.3%
Missing	94819
Missing (%)	31.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.826390346

Minimum	-0.132
Maximum	46.35
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.132
5-th percentile	2.2
Q1	5.56
median	7.97
Q3	10
95-th percentile	12.18
Maximum	46.35
Range	46.482
Interquartile range (IQR)	4.44

Descriptive statistics

Standard deviation	3.660142067
Coefficient of variation (CV)	0.4676666899
Kurtosis	16.38463246
Mean	7.826390346
Median Absolute Deviation (MAD)	2.191
Skewness	2.113954947
Sum	1638775.701
Variance	13.39663995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.3	455	0.1%
10.2	453	0.1%
10.6	449	0.1%
10.8	435	0.1%
10.7	433	0.1%
10.4	432	0.1%
10.1	428	0.1%
10.5	420	0.1%
11	391	0.1%
10.9	389	0.1%
Other values (6832)	205106	67.4%
(Missing)	94819	31.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.132	1	< 0.1%
-0.002	1	< 0.1%
0.08	1	< 0.1%
0.2	1	< 0.1%
0.21	1	< 0.1%

Value	Count	Frequency (%)
46.35	1	< 0.1%
46.23	1	< 0.1%
46.2	1	< 0.1%
45.88	1	< 0.1%
45.86	1	< 0.1%

BaO_XRF_pct
Real number (ℝ)

MISSING

Distinct	373
Distinct (%)	12.1%
Missing	301134
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06682477828

Minimum	-0.01
Maximum	0.49
Zeros	0
Zeros (%)	0.0%
Negative	665
Negative (%)	0.2%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	-0.01
Q1	0.01
median	0.07
Q3	0.114
95-th percentile	0.15
Maximum	0.49
Range	0.5
Interquartile range (IQR)	0.104

Descriptive statistics

Standard deviation	0.0635389062
Coefficient of variation (CV)	0.9508285374
Kurtosis	1.681749737
Mean	0.06682477828
Median Absolute Deviation (MAD)	0.05
Skewness	0.7838491811
Sum	205.553018
Variance	0.004037192601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.01	665	0.2%
0.01	195	0.1%
0.02	172	0.1%
0.03	76	< 0.1%
0.04	44	< 0.1%
0.12	39	< 0.1%
0.13	32	< 0.1%
0.09	28	< 0.1%
0.119519	27	< 0.1%
0.05	27	< 0.1%
Other values (363)	1771	0.6%
(Missing)	301134	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	665	0.2%
0.001	2	< 0.1%
0.001117	1	< 0.1%
0.002	1	< 0.1%
0.003351	1	< 0.1%

Value	Count	Frequency (%)
0.49	1	< 0.1%
0.42	2	< 0.1%
0.4	1	< 0.1%
0.334	1	< 0.1%
0.332	1	< 0.1%

Mn_Calc_pct
Real number (ℝ)

MISSING

Distinct	1153
Distinct (%)	0.9%
Missing	177845
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.2043089463

Minimum	-0.01
Maximum	28.4
Zeros	85
Zeros (%)	< 0.1%
Negative	1571
Negative (%)	0.5%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.02
Q1	0.03
median	0.05
Q3	0.09
95-th percentile	0.36
Maximum	28.4
Range	28.41
Interquartile range (IQR)	0.06

Descriptive statistics

Standard deviation	1.208430291
Coefficient of variation (CV)	5.914720392
Kurtosis	178.1799059
Mean	0.2043089463
Median Absolute Deviation (MAD)	0.03
Skewness	12.65378262
Sum	25817.5
Variance	1.460303768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	25932	8.5%
0.05	16750	5.5%
0.03	11905	3.9%
0.04	10431	3.4%
0.09	8798	2.9%
0.06	6541	2.2%
0.07	5737	1.9%
0.08	5170	1.7%
0.12	4268	1.4%
0.1	3589	1.2%
Other values (1143)	27244	9.0%
(Missing)	177845	58.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.01	1571	0.5%
0	85	< 0.1%
0.01	2760	0.9%
0.02	25932	8.5%
0.03	11905	3.9%

Value	Count	Frequency (%)
28.4	1	< 0.1%
27.05	1	< 0.1%
25.08	1	< 0.1%
24.68	1	< 0.1%
24.11	1	< 0.1%

Weight_kg
Real number (ℝ)

MISSING

Distinct	421
Distinct (%)	96.1%
Missing	303772
Missing (%)	99.9%
Infinite	0
Infinite (%)	0.0%
Mean	54.32442922

Minimum	5.35
Maximum	200
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	5.35
5-th percentile	18.227
Q1	31.235
median	47.685
Q3	67.6125
95-th percentile	117.3285
Maximum	200
Range	194.65
Interquartile range (IQR)	36.3775

Descriptive statistics

Standard deviation	32.35585728
Coefficient of variation (CV)	0.5956041829
Kurtosis	3.220768877
Mean	54.32442922
Median Absolute Deviation (MAD)	17.685
Skewness	1.537487331
Sum	23794.1
Variance	1046.9015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
200	3	< 0.1%
151	3	< 0.1%
49	3	< 0.1%
37.86	2	< 0.1%
54.36	2	< 0.1%
33.27	2	< 0.1%
20.57	2	< 0.1%
57.84	2	< 0.1%
44.38	2	< 0.1%
43.85	2	< 0.1%
Other values (411)	415	0.1%
(Missing)	303772	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.35	1	< 0.1%
6.85	1	< 0.1%
8.27	1	< 0.1%
8.8	1	< 0.1%
10.88	1	< 0.1%

Value	Count	Frequency (%)
200	3	< 0.1%
186.01	1	< 0.1%
171.72	1	< 0.1%
151	3	< 0.1%
143.06	1	< 0.1%

Cr_XRF_pct
Real number (ℝ)

MISSING

Distinct	54
Distinct (%)	1.6%
Missing	300889
Missing (%)	98.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.006420656429

Minimum	-0.001
Maximum	0.08
Zeros	0
Zeros (%)	0.0%
Negative	818
Negative (%)	0.3%
Memory size	2.3 MiB

Quantile statistics

Minimum	-0.001
5-th percentile	-0.001
Q1	0.001
median	0.004
Q3	0.01
95-th percentile	0.023
Maximum	0.08
Range	0.081
Interquartile range (IQR)	0.009

Descriptive statistics

Standard deviation	0.00852846656
Coefficient of variation (CV)	1.328285769
Kurtosis	7.422359641
Mean	0.006420656429
Median Absolute Deviation (MAD)	0.005
Skewness	2.116881175
Sum	21.323
Variance	7.273474186 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.001	818	0.3%
0.003	302	0.1%
0.001	297	0.1%
0.002	225	0.1%
0.005	219	0.1%
0.008	155	0.1%
0.004	145	< 0.1%
0.01	115	< 0.1%
0.007	111	< 0.1%
0.006	108	< 0.1%
Other values (44)	826	0.3%
(Missing)	300889	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.001	818	0.3%
0.001	297	0.1%
0.002	225	0.1%
0.003	302	0.1%
0.004	145	< 0.1%

Value	Count	Frequency (%)
0.08	1	< 0.1%
0.076	1	< 0.1%
0.072	1	< 0.1%
0.064	1	< 0.1%
0.058	1	< 0.1%

Top 10 samples

	SAMPLEID	HOLEID	PROJECTCODE	SAMPFROM	SAMPTO	SAMPLETYPE	PRIORITY	Quality	Moisture	Fe_XRF_pct	Al2O3_XRF_pct	SiO2_XRF_pct	TiO2_XRF_pct	CaO_XRF_pct	MgO_XRF_pct	MnO_XRF_pct	Na2O_XRF_pct	K2O_XRF_pct	P_XRF_pct	S_XRF_pct	LOI_1000S_pct	LOI_1000_pct	LOI_371_pct	LOI_650_pct	LOI_Total	BaO_XRF_pct	Mn_Calc_pct	Weight_kg	Cr_XRF_pct
0	90001	CB0001	CB	0.0	1.0	RC Chip	1.0	G	NaN	12.68	15.25	56.59	0.688	0.17	0.48	0.08	0.079	1.420	0.035	0.431	NaN	1.42	1.12	4.14	6.68	NaN	0.13	NaN	NaN
1	90002	CB0001	CB	1.0	2.0	RC Chip	1.0	M	NaN	11.35	12.43	61.76	0.618	0.30	0.59	0.08	0.101	1.490	0.029	0.466	NaN	1.41	1.11	3.27	5.79	NaN	0.23	NaN	NaN
2	90003	CB0001	CB	2.0	3.0	RC Chip	1.0	G	NaN	22.39	8.22	48.18	0.455	2.23	0.50	0.10	0.064	1.240	0.038	0.551	NaN	1.50	1.36	2.44	5.30	NaN	1.73	NaN	NaN
3	90004	CB0001	CB	3.0	4.0	RC Chip	1.0	G	NaN	15.31	10.46	57.20	0.544	1.41	0.53	0.05	0.069	1.010	0.035	0.246	NaN	1.02	1.68	3.05	5.75	NaN	1.09	NaN	NaN
4	90005	CB0001	CB	4.0	5.0	RC Chip	1.0	G	NaN	18.36	9.06	56.44	0.569	0.17	0.35	0.04	0.066	1.000	0.040	0.377	NaN	1.14	2.02	2.38	5.54	NaN	0.13	NaN	NaN
5	90006	CB0001	CB	5.0	6.0	RC Chip	1.0	G	NaN	19.08	8.29	56.99	0.518	0.14	0.33	0.08	0.057	0.831	0.035	0.280	NaN	0.86	1.95	2.14	4.95	NaN	0.11	NaN	NaN
6	90007	CB0001	CB	6.0	7.0	RC Chip	1.0	G	NaN	15.06	11.82	59.10	0.736	0.14	0.33	0.05	0.062	0.772	0.034	0.051	NaN	0.44	1.61	3.13	5.18	NaN	0.11	NaN	NaN
7	90008	CB0001	CB	7.0	8.0	RC Chip	1.0	G	NaN	12.46	16.14	56.46	1.066	0.13	0.37	0.04	0.074	0.921	0.035	0.029	NaN	0.50	1.36	4.53	6.39	NaN	0.10	NaN	NaN
8	90009	CB0001	CB	8.0	9.0	RC Chip	1.0	G	NaN	15.19	14.18	55.86	0.957	0.11	0.31	0.03	0.072	0.788	0.032	0.036	NaN	0.43	1.69	3.51	5.63	NaN	0.09	NaN	NaN
9	90010	CB0001	CB	9.0	10.0	RC Chip	1.0	G	NaN	12.13	16.93	56.19	1.105	0.12	0.34	0.04	0.085	0.889	0.030	0.020	NaN	0.48	1.36	4.62	6.46	NaN	0.09	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Sample