Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	5000
Missing cells	12105
Missing cells (%)	10.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	898.6 KiB
Average record size in memory	184.0 B

Variable types

Numeric	9
Categorical	14

Alerts

`generation-units` has constant value "megawatthours"	Constant
`gross-generation-units` has constant value "megawatthours"	Constant
`total-consumption-btu-units` has constant value "MMBtu"	Constant
`consumption-for-eg-btu-units` has constant value "MMBtu"	Constant
`plantName` has a high cardinality: 1196 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `period` and 2 other fields	High correlation
`plantCode` is highly correlated with `period` and 2 other fields	High correlation
`generation` is highly correlated with `fuel2002` and 5 other fields	High correlation
`gross-generation` is highly correlated with `generation` and 4 other fields	High correlation
`total-consumption` is highly correlated with `fuel2002` and 4 other fields	High correlation
`total-consumption-btu` is highly correlated with `generation` and 4 other fields	High correlation
`consumption-for-eg` is highly correlated with `fuel2002` and 5 other fields	High correlation
`consumption-for-eg-btu` is highly correlated with `generation` and 3 other fields	High correlation
`average-heat-content` is highly correlated with `fuel2002` and 6 other fields	High correlation
`period` is highly correlated with `Unnamed: 0` and 3 other fields	High correlation
`fuel2002` is highly correlated with `fuelTypeDescription` and 9 other fields	High correlation
`fuelTypeDescription` is highly correlated with `fuel2002` and 6 other fields	High correlation
`state` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`stateDescription` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`primeMover` is highly correlated with `consumption-for-eg-btu-units` and 3 other fields	High correlation
`total-consumption-units` is highly correlated with `fuel2002` and 6 other fields	High correlation
`consumption-for-eg-units` is highly correlated with `fuel2002` and 6 other fields	High correlation
`average-heat-content-units` is highly correlated with `fuel2002` and 6 other fields	High correlation
`generation-units` is highly correlated with `consumption-for-eg-btu-units` and 11 other fields	High correlation
`gross-generation-units` is highly correlated with `consumption-for-eg-btu-units` and 11 other fields	High correlation
`total-consumption-btu-units` is highly correlated with `consumption-for-eg-btu-units` and 11 other fields	High correlation
`consumption-for-eg-btu-units` is highly correlated with `total-consumption-units` and 11 other fields	High correlation
`total-consumption` has 1269 (25.4%) missing values	Missing
`total-consumption-units` has 2326 (46.5%) missing values	Missing
`consumption-for-eg` has 1269 (25.4%) missing values	Missing
`consumption-for-eg-units` has 2326 (46.5%) missing values	Missing
`average-heat-content` has 2589 (51.8%) missing values	Missing
`average-heat-content-units` has 2326 (46.5%) missing values	Missing
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`generation` has 594 (11.9%) zeros	Zeros
`gross-generation` has 606 (12.1%) zeros	Zeros
`total-consumption` has 1320 (26.4%) zeros	Zeros
`total-consumption-btu` has 597 (11.9%) zeros	Zeros
`consumption-for-eg` has 1343 (26.9%) zeros	Zeros
`consumption-for-eg-btu` has 596 (11.9%) zeros	Zeros

Reproduction

Analysis started	2022-11-17 22:34:34.934056
Analysis finished	2022-11-17 22:34:52.566320
Duration	17.63 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	5000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2499.5

Minimum	0
Maximum	4999
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	249.95
Q1	1249.75
median	2499.5
Q3	3749.25
95-th percentile	4749.05
Maximum	4999
Range	4999
Interquartile range (IQR)	2499.5

Descriptive statistics

Standard deviation	1443.520003
Coefficient of variation (CV)	0.577523506
Kurtosis	-1.2
Mean	2499.5
Median Absolute Deviation (MAD)	1250
Skewness	0
Sum	12497500
Variance	2083750
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
3330	1	< 0.1%
3337	1	< 0.1%
3336	1	< 0.1%
3335	1	< 0.1%
3334	1	< 0.1%
3333	1	< 0.1%
3332	1	< 0.1%
3331	1	< 0.1%
3329	1	< 0.1%
Other values (4990)	4990	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
4999	1	< 0.1%
4998	1	< 0.1%
4997	1	< 0.1%
4996	1	< 0.1%
4995	1	< 0.1%
4994	1	< 0.1%
4993	1	< 0.1%
4992	1	< 0.1%
4991	1	< 0.1%
4990	1	< 0.1%

period
Categorical

HIGH CORRELATION

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

2001-04	2185
2001-12	1211
2001-05	401
2002-04	353
2002-05	325
Other values (5)	525

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	35000
Distinct characters	9
Distinct categories	2 ?
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	2001-04
2nd row	2001-04
3rd row	2001-04
4th row	2001-04
5th row	2001-04

Common Values

Value	Count	Frequency (%)
2001-04	2185	43.7%
2001-12	1211	24.2%
2001-05	401	8.0%
2002-04	353	7.1%
2002-05	325	6.5%
2002-11	310	6.2%
2001-06	83	1.7%
2003-02	83	1.7%
2001-09	44	0.9%
2001-10	5	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2001-04	2185	43.7%
2001-12	1211	24.2%
2001-05	401	8.0%
2002-04	353	7.1%
2002-05	325	6.5%
2002-11	310	6.2%
2001-06	83	1.7%
2003-02	83	1.7%
2001-09	44	0.9%
2001-10	5	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	13479	38.5%
2	7282	20.8%
1	5765	16.5%
-	5000	14.3%
4	2538	7.3%
5	726	2.1%
6	83	0.2%
3	83	0.2%
9	44	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30000	85.7%
Dash Punctuation	5000	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13479	44.9%
2	7282	24.3%
1	5765	19.2%
4	2538	8.5%
5	726	2.4%
6	83	0.3%
3	83	0.3%
9	44	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	35000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13479	38.5%
2	7282	20.8%
1	5765	16.5%
-	5000	14.3%
4	2538	7.3%
5	726	2.1%
6	83	0.2%
3	83	0.2%
9	44	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13479	38.5%
2	7282	20.8%
1	5765	16.5%
-	5000	14.3%
4	2538	7.3%
5	726	2.1%
6	83	0.2%
3	83	0.2%
9	44	0.1%

plantCode
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1173
Distinct (%)	23.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31046.0786

Minimum	2
Maximum	55564
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	2
5-th percentile	1048
Q1	7183
median	50095
Q3	54085
95-th percentile	55037
Maximum	55564
Range	55562
Interquartile range (IQR)	46902

Descriptive statistics

Standard deviation	23186.19182
Coefficient of variation (CV)	0.7468315764
Kurtosis	-1.912303771
Mean	31046.0786
Median Absolute Deviation (MAD)	5258
Skewness	-0.1562502582
Sum	155230393
Variance	537599491.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54428	21	0.4%
54464	19	0.4%
50366	18	0.4%
54090	15	0.3%
54087	15	0.3%
50398	15	0.3%
52152	15	0.3%
50395	15	0.3%
54091	15	0.3%
50479	14	0.3%
Other values (1163)	4838	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	0.1%
3	2	< 0.1%
170	3	0.1%
171	5	0.1%
173	7	0.1%
174	3	0.1%
180	3	0.1%
182	3	0.1%
187	3	0.1%
188	3	0.1%

Value	Count	Frequency (%)
55564	3	0.1%
55563	3	0.1%
55562	3	0.1%
55561	3	0.1%
55560	3	0.1%
55557	3	0.1%
55554	3	0.1%
55546	3	0.1%
55545	3	0.1%
55542	5	0.1%

plantName
Categorical

HIGH CARDINALITY

Distinct	1196
Distinct (%)	23.9%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Oil Storage	30
University of Notre Dame	18
Louisiana Mill	15
Mansfield Mill	15
Nekoosa Mill	15
Other values (1191)	4907

Length

Max length	39
Median length	28
Mean length	16.3592
Min length	2

Characters and Unicode

Total characters	81796
Distinct characters	69
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	16 ?
Unique (%)	0.3%

Sample

1st row	Chevak
2nd row	Chevak
3rd row	EEK
4th row	EEK
5th row	EEK

Common Values

Value	Count	Frequency (%)
Oil Storage	30	0.6%
University of Notre Dame	18	0.4%
Louisiana Mill	15	0.3%
Mansfield Mill	15	0.3%
Nekoosa Mill	15	0.3%
Printing & Communication Paper	15	0.3%
Georgetown Mill	15	0.3%
International Paper Co Savanna	15	0.3%
Eagle Point Cogen	14	0.3%
General Electric Erie PA Power	14	0.3%
Other values (1186)	4834	96.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cogen	252	2.0%
hydro	250	1.9%
co	226	1.8%
energy	213	1.7%
power	200	1.6%
mill	193	1.5%
inc	185	1.4%
plant	136	1.1%
recovery	130	1.0%
corp	118	0.9%
Other values (1510)	10974	85.2%

Most occurring characters

Value	Count	Frequency (%)
	7911	9.7%
e	7512	9.2%
o	5601	6.8%
a	5533	6.8%
r	5387	6.6%
n	5039	6.2%
i	4249	5.2%
t	3970	4.9%
l	3826	4.7%
s	2977	3.6%
Other values (59)	29791	36.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	58499	71.5%
Uppercase Letter	14885	18.2%
Space Separator	7911	9.7%
Decimal Number	368	0.4%
Other Punctuation	65	0.1%
Dash Punctuation	40	< 0.1%
Open Punctuation	14	< 0.1%
Close Punctuation	14	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	7512	12.8%
o	5601	9.6%
a	5533	9.5%
r	5387	9.2%
n	5039	8.6%
i	4249	7.3%
t	3970	6.8%
l	3826	6.5%
s	2977	5.1%
c	1866	3.2%
Other values (16)	12539	21.4%

Uppercase Letter

Value	Count	Frequency (%)
C	1908	12.8%
P	1495	10.0%
S	1183	7.9%
M	878	5.9%
R	849	5.7%
L	844	5.7%
H	775	5.2%
A	665	4.5%
G	649	4.4%
I	642	4.3%
Other values (16)	4997	33.6%

Decimal Number

Value	Count	Frequency (%)
1	68	18.5%
2	63	17.1%
3	51	13.9%
5	44	12.0%
9	38	10.3%
4	35	9.5%
8	26	7.1%
6	18	4.9%
0	16	4.3%
7	9	2.4%

Other Punctuation

Value	Count	Frequency (%)
&	48	73.8%
#	11	16.9%
'	6	9.2%

Space Separator

Value	Count	Frequency (%)
	7911	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73384	89.7%
Common	8412	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	7512	10.2%
o	5601	7.6%
a	5533	7.5%
r	5387	7.3%
n	5039	6.9%
i	4249	5.8%
t	3970	5.4%
l	3826	5.2%
s	2977	4.1%
C	1908	2.6%
Other values (42)	27382	37.3%

Common

Value	Count	Frequency (%)
	7911	94.0%
1	68	0.8%
2	63	0.7%
3	51	0.6%
&	48	0.6%
5	44	0.5%
-	40	0.5%
9	38	0.5%
4	35	0.4%
8	26	0.3%
Other values (7)	88	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	81796	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7911	9.7%
e	7512	9.2%
o	5601	6.8%
a	5533	6.8%
r	5387	6.6%
n	5039	6.2%
i	4249	5.2%
t	3970	4.9%
l	3826	4.7%
s	2977	3.6%
Other values (59)	29791	36.4%

fuel2002
Categorical

HIGH CORRELATION

Distinct	33
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

ALL	1269
NG	957
WAT	716
DFO	684
BIT	213
Other values (28)	1161

Length

Max length	3
Median length	3
Mean length	2.7798
Min length	2

Characters and Unicode

Total characters	13899
Distinct characters	21
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	ALL
2nd row	DFO
3rd row	DFO
4th row	ALL
5th row	DFO

Common Values

Value	Count	Frequency (%)
ALL	1269	25.4%
NG	957	19.1%
WAT	716	14.3%
DFO	684	13.7%
BIT	213	4.3%
WDS	180	3.6%
RFO	177	3.5%
LFG	130	2.6%
WND	92	1.8%
BLQ	73	1.5%
Other values (23)	509	10.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
all	1269	25.4%
ng	957	19.1%
wat	716	14.3%
dfo	684	13.7%
bit	213	4.3%
wds	180	3.6%
rfo	177	3.5%
lfg	130	2.6%
wnd	92	1.8%
blq	73	1.5%
Other values (23)	509	10.2%

Most occurring characters

Value	Count	Frequency (%)
L	2781	20.0%
A	2001	14.4%
G	1229	8.8%
N	1126	8.1%
W	1054	7.6%
O	1044	7.5%
F	1027	7.4%
D	998	7.2%
T	976	7.0%
B	473	3.4%
Other values (11)	1190	8.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	13899	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	2781	20.0%
A	2001	14.4%
G	1229	8.8%
N	1126	8.1%
W	1054	7.6%
O	1044	7.5%
F	1027	7.4%
D	998	7.2%
T	976	7.0%
B	473	3.4%
Other values (11)	1190	8.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13899	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	2781	20.0%
A	2001	14.4%
G	1229	8.8%
N	1126	8.1%
W	1054	7.6%
O	1044	7.5%
F	1027	7.4%
D	998	7.2%
T	976	7.0%
B	473	3.4%
Other values (11)	1190	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13899	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	2781	20.0%
A	2001	14.4%
G	1229	8.8%
N	1126	8.1%
W	1054	7.6%
O	1044	7.5%
F	1027	7.4%
D	998	7.2%
T	976	7.0%
B	473	3.4%
Other values (11)	1190	8.6%

fuelTypeDescription
Categorical

HIGH CORRELATION

Distinct	19
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Total	1269
Natural Gas	957
Hydroelectric Conventional	708
Distillate Fuel Oil	684
Wood Waste Solids	269
Other values (14)	1113

Length

Max length	28
Median length	24
Mean length	13.2
Min length	4

Characters and Unicode

Total characters	66000
Distinct characters	37
Distinct categories	3 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	Total
2nd row	Distillate Fuel Oil
3rd row	Distillate Fuel Oil
4th row	Total
5th row	Distillate Fuel Oil

Common Values

Value	Count	Frequency (%)
Total	1269	25.4%
Natural Gas	957	19.1%
Hydroelectric Conventional	708	14.2%
Distillate Fuel Oil	684	13.7%
Wood Waste Solids	269	5.4%
Coal	266	5.3%
Municiapl Landfill Gas	196	3.9%
Residual Fuel Oil	177	3.5%
Other	112	2.2%
Wind	92	1.8%
Other values (9)	270	5.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
total	1269	13.2%
gas	1153	12.0%
natural	957	9.9%
oil	887	9.2%
fuel	861	8.9%
hydroelectric	716	7.4%
conventional	708	7.4%
distillate	684	7.1%
waste	311	3.2%
other	282	2.9%
Other values (18)	1803	18.7%

Most occurring characters

Value	Count	Frequency (%)
l	8262	12.5%
a	7110	10.8%
t	5683	8.6%
e	4943	7.5%
i	4831	7.3%
o	4676	7.1%
	4631	7.0%
r	2833	4.3%
s	2830	4.3%
n	2712	4.1%
Other values (27)	17489	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51920	78.7%
Uppercase Letter	9449	14.3%
Space Separator	4631	7.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	8262	15.9%
a	7110	13.7%
t	5683	10.9%
e	4943	9.5%
i	4831	9.3%
o	4676	9.0%
r	2833	5.5%
s	2830	5.5%
n	2712	5.2%
u	2243	4.3%
Other values (12)	5797	11.2%

Uppercase Letter

Value	Count	Frequency (%)
T	1269	13.4%
G	1249	13.2%
O	1117	11.8%
C	1024	10.8%
N	967	10.2%
F	861	9.1%
H	716	7.6%
D	684	7.2%
W	672	7.1%
S	279	3.0%
Other values (4)	611	6.5%

Space Separator

Value	Count	Frequency (%)
	4631	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	61369	93.0%
Common	4631	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	8262	13.5%
a	7110	11.6%
t	5683	9.3%
e	4943	8.1%
i	4831	7.9%
o	4676	7.6%
r	2833	4.6%
s	2830	4.6%
n	2712	4.4%
u	2243	3.7%
Other values (26)	15246	24.8%

Common

Value	Count	Frequency (%)
	4631	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	8262	12.5%
a	7110	10.8%
t	5683	8.6%
e	4943	7.5%
i	4831	7.3%
o	4676	7.1%
	4631	7.0%
r	2833	4.3%
s	2830	4.3%
n	2712	4.1%
Other values (27)	17489	26.5%

state
Categorical

HIGH CORRELATION

Distinct	50
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

CA	674
TX	300
NY	294
TN	274
AK	248
Other values (45)	3210

Length

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

Characters and Unicode

Total characters	10000
Distinct characters	24
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	AK
2nd row	AK
3rd row	AK
4th row	AK
5th row	AK

Common Values

Value	Count	Frequency (%)
CA	674	13.5%
TX	300	6.0%
NY	294	5.9%
TN	274	5.5%
AK	248	5.0%
FL	247	4.9%
PA	177	3.5%
GA	167	3.3%
MA	165	3.3%
LA	139	2.8%
Other values (40)	2315	46.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ca	674	13.5%
tx	300	6.0%
ny	294	5.9%
tn	274	5.5%
ak	248	5.0%
fl	247	4.9%
pa	177	3.5%
ga	167	3.3%
ma	165	3.3%
la	139	2.8%
Other values (40)	2315	46.3%

Most occurring characters

Value	Count	Frequency (%)
A	2068	20.7%
N	1221	12.2%
C	964	9.6%
I	685	6.9%
T	671	6.7%
M	633	6.3%
L	593	5.9%
Y	320	3.2%
K	302	3.0%
X	300	3.0%
Other values (14)	2243	22.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10000	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2068	20.7%
N	1221	12.2%
C	964	9.6%
I	685	6.9%
T	671	6.7%
M	633	6.3%
L	593	5.9%
Y	320	3.2%
K	302	3.0%
X	300	3.0%
Other values (14)	2243	22.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	10000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2068	20.7%
N	1221	12.2%
C	964	9.6%
I	685	6.9%
T	671	6.7%
M	633	6.3%
L	593	5.9%
Y	320	3.2%
K	302	3.0%
X	300	3.0%
Other values (14)	2243	22.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2068	20.7%
N	1221	12.2%
C	964	9.6%
I	685	6.9%
T	671	6.7%
M	633	6.3%
L	593	5.9%
Y	320	3.2%
K	302	3.0%
X	300	3.0%
Other values (14)	2243	22.4%

stateDescription
Categorical

HIGH CORRELATION

Distinct	50
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

California	674
Texas	300
New York	294
Tennessee	274
Alaska	248
Other values (45)	3210

Length

Max length	14
Median length	11
Mean length	8.5858
Min length	4

Characters and Unicode

Total characters	42929
Distinct characters	46
Distinct categories	3 ?
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	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
California	674	13.5%
Texas	300	6.0%
New York	294	5.9%
Tennessee	274	5.5%
Alaska	248	5.0%
Florida	247	4.9%
Pennsylvania	177	3.5%
Georgia	167	3.3%
Massachusetts	165	3.3%
Louisiana	139	2.8%
Other values (40)	2315	46.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
california	674	11.4%
new	569	9.7%
texas	300	5.1%
york	294	5.0%
tennessee	274	4.7%
alaska	248	4.2%
florida	247	4.2%
carolina	208	3.5%
pennsylvania	177	3.0%
north	177	3.0%
Other values (42)	2719	46.2%

Most occurring characters

Value	Count	Frequency (%)
a	5871	13.7%
i	4547	10.6%
n	3791	8.8%
s	3346	7.8%
e	3304	7.7%
o	3151	7.3%
r	2359	5.5%
l	1995	4.6%
t	1071	2.5%
C	964	2.2%
Other values (36)	12530	29.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	36155	84.2%
Uppercase Letter	5887	13.7%
Space Separator	887	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	5871	16.2%
i	4547	12.6%
n	3791	10.5%
s	3346	9.3%
e	3304	9.1%
o	3151	8.7%
r	2359	6.5%
l	1995	5.5%
t	1071	3.0%
h	954	2.6%
Other values (14)	5766	15.9%

Uppercase Letter

Value	Count	Frequency (%)
C	964	16.4%
N	797	13.5%
M	633	10.8%
T	574	9.8%
A	416	7.1%
I	405	6.9%
W	300	5.1%
Y	294	5.0%
F	247	4.2%
P	177	3.0%
Other values (11)	1080	18.3%

Space Separator

Value	Count	Frequency (%)
	887	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42042	97.9%
Common	887	2.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	5871	14.0%
i	4547	10.8%
n	3791	9.0%
s	3346	8.0%
e	3304	7.9%
o	3151	7.5%
r	2359	5.6%
l	1995	4.7%
t	1071	2.5%
C	964	2.3%
Other values (35)	11643	27.7%

Common

Value	Count	Frequency (%)
	887	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42929	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	5871	13.7%
i	4547	10.6%
n	3791	8.8%
s	3346	7.8%
e	3304	7.7%
o	3151	7.3%
r	2359	5.5%
l	1995	4.6%
t	1071	2.5%
C	964	2.2%
Other values (36)	12530	29.2%

primeMover
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

ALL	3141
	1825
ST	19
GT	9
HY	2
Other values (3)	4

Length

Max length	3
Median length	3
Mean length	2.2632
Min length	1

Characters and Unicode

Total characters	11316
Distinct characters	10
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	2 ?
Unique (%)	< 0.1%

Sample

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

Common Values

Value	Count	Frequency (%)
ALL	3141	62.8%
	1825	36.5%
ST	19	0.4%
GT	9	0.2%
HY	2	< 0.1%
IC	2	< 0.1%
CA	1	< 0.1%
CT	1	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
all	3141	98.9%
st	19	0.6%
gt	9	0.3%
hy	2	0.1%
ic	2	0.1%
ca	1	< 0.1%
ct	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
L	6282	55.5%
A	3142	27.8%
	1825	16.1%
T	29	0.3%
S	19	0.2%
G	9	0.1%
C	4	< 0.1%
H	2	< 0.1%
Y	2	< 0.1%
I	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	9491	83.9%
Space Separator	1825	16.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	6282	66.2%
A	3142	33.1%
T	29	0.3%
S	19	0.2%
G	9	0.1%
C	4	< 0.1%
H	2	< 0.1%
Y	2	< 0.1%
I	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	1825	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9491	83.9%
Common	1825	16.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	6282	66.2%
A	3142	33.1%
T	29	0.3%
S	19	0.2%
G	9	0.1%
C	4	< 0.1%
H	2	< 0.1%
Y	2	< 0.1%
I	2	< 0.1%

Common

Value	Count	Frequency (%)
	1825	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	6282	55.5%
A	3142	27.8%
	1825	16.1%
T	29	0.3%
S	19	0.2%
G	9	0.1%
C	4	< 0.1%
H	2	< 0.1%
Y	2	< 0.1%
I	2	< 0.1%

generation
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1903
Distinct (%)	38.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25561.98483

Minimum	-41941
Maximum	1695623
Zeros	594
Zeros (%)	11.9%
Negative	47
Negative (%)	0.9%
Memory size	39.2 KiB

Quantile statistics

Minimum	-41941
5-th percentile	0
Q1	115.9175
median	1548
Q3	9280
95-th percentile	100456
Maximum	1695623
Range	1737564
Interquartile range (IQR)	9164.0825

Descriptive statistics

Standard deviation	107424.6026
Coefficient of variation (CV)	4.202514136
Kurtosis	94.12484749
Mean	25561.98483
Median Absolute Deviation (MAD)	1548
Skewness	8.526353334
Sum	127809924.1
Variance	1.154004524 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	594	11.9%
34	10	0.2%
52	9	0.2%
6	9	0.2%
1	9	0.2%
0.35	8	0.2%
8	8	0.2%
3	8	0.2%
13	7	0.1%
50	7	0.1%
Other values (1893)	4331	86.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-41941	3	0.1%
-16523	3	0.1%
-15983	2	< 0.1%
-7238	1	< 0.1%
-190	6	0.1%
-167	3	0.1%
-120	3	0.1%
-92	3	0.1%
-72	3	0.1%
-63	3	0.1%

Value	Count	Frequency (%)
1695623	1	< 0.1%
1694082	2	< 0.1%
1653345	1	< 0.1%
1649251	2	< 0.1%
1219209	1	< 0.1%
1217532	2	< 0.1%
1072678	1	< 0.1%
913414	1	< 0.1%
878063	3	0.1%
850228	1	< 0.1%

gross-generation
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1923
Distinct (%)	38.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26500.2457

Minimum	-43238.14
Maximum	1748064.95
Zeros	606
Zeros (%)	12.1%
Negative	30
Negative (%)	0.6%
Memory size	39.2 KiB

Quantile statistics

Minimum	-43238.14
5-th percentile	0
Q1	120.3925
median	1584.28
Q3	9981.265
95-th percentile	103009.28
Maximum	1748064.95
Range	1791303.09
Interquartile range (IQR)	9860.8725

Descriptive statistics

Standard deviation	111413.2384
Coefficient of variation (CV)	4.204234168
Kurtosis	93.81610436
Mean	26500.2457
Median Absolute Deviation (MAD)	1584.28
Skewness	8.527532021
Sum	132501228.5
Variance	1.241290969 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	606	12.1%
6.12	9	0.2%
34.69	7	0.1%
3.06	7	0.1%
61.71	6	0.1%
0.5	6	0.1%
14753.54	6	0.1%
1288.26	6	0.1%
104.31	6	0.1%
0.36	6	0.1%
Other values (1913)	4335	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-43238.14	3	0.1%
-17034.02	3	0.1%
-195.88	6	0.1%
-123.71	3	0.1%
-64.29	3	0.1%
-57.14	3	0.1%
-21.43	3	0.1%
-17.35	3	0.1%
-6.12	3	0.1%
0	606	12.1%

Value	Count	Frequency (%)
1748064.95	1	< 0.1%
1746476.29	2	< 0.1%
1704479.38	1	< 0.1%
1700258.76	2	< 0.1%
1308878.99	1	< 0.1%
1307078.65	2	< 0.1%
1105853.61	1	< 0.1%
941663.92	1	< 0.1%
905219.59	3	0.1%
876523.71	1	< 0.1%

total-consumption
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	1197
Distinct (%)	32.1%
Missing	1269
Missing (%)	25.4%
Infinite	0
Infinite (%)	0.0%
Mean	105171.0708

Minimum	0
Maximum	8920563
Zeros	1320
Zeros (%)	26.4%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	959
Q3	28750.26
95-th percentile	450905
Maximum	8920563
Range	8920563
Interquartile range (IQR)	28750.26

Descriptive statistics

Standard deviation	491967.9015
Coefficient of variation (CV)	4.67778732
Kurtosis	154.1507362
Mean	105171.0708
Median Absolute Deviation (MAD)	959
Skewness	10.92355893
Sum	392393265.2
Variance	2.420324161 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1320	26.4%
2	9	0.2%
38	8	0.2%
1	8	0.2%
10	6	0.1%
12	6	0.1%
4	6	0.1%
203	6	0.1%
5	6	0.1%
6	6	0.1%
Other values (1187)	2350	47.0%
(Missing)	1269	25.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1320	26.4%
1	8	0.2%
2	9	0.2%
2.71	2	< 0.1%
3	4	0.1%
4	6	0.1%
5	6	0.1%
6	6	0.1%
7	2	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
8920563	2	< 0.1%
8640100	2	< 0.1%
6872410	1	< 0.1%
6674931	2	< 0.1%
6613203	2	< 0.1%
4058493	2	< 0.1%
3582772	1	< 0.1%
3103938	2	< 0.1%
3092731	2	< 0.1%
3071941	2	< 0.1%

total-consumption-units
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.1%
Missing	2326
Missing (%)	46.5%
Memory size	39.2 KiB

MMBtu per Mcf	1185
MMBtu per barrels	909
MMBtu per short tons	580

Length

Max length	20
Median length	17
Mean length	15.87808527
Min length	13

Characters and Unicode

Total characters	42458
Distinct characters	17
Distinct categories	3 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	MMBtu per barrels
2nd row	MMBtu per barrels
3rd row	MMBtu per barrels
4th row	MMBtu per barrels
5th row	MMBtu per barrels

Common Values

Value	Count	Frequency (%)
MMBtu per Mcf	1185	23.7%
MMBtu per barrels	909	18.2%
MMBtu per short tons	580	11.6%
(Missing)	2326	46.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mmbtu	2674	31.1%
per	2674	31.1%
mcf	1185	13.8%
barrels	909	10.6%
short	580	6.7%
tons	580	6.7%

Most occurring characters

Value	Count	Frequency (%)
M	6533	15.4%
	5928	14.0%
r	5072	11.9%
t	3834	9.0%
e	3583	8.4%
u	2674	6.3%
p	2674	6.3%
B	2674	6.3%
s	2069	4.9%
c	1185	2.8%
Other values (7)	6232	14.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27323	64.4%
Uppercase Letter	9207	21.7%
Space Separator	5928	14.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	5072	18.6%
t	3834	14.0%
e	3583	13.1%
u	2674	9.8%
p	2674	9.8%
s	2069	7.6%
c	1185	4.3%
f	1185	4.3%
o	1160	4.2%
b	909	3.3%
Other values (4)	2978	10.9%

Uppercase Letter

Value	Count	Frequency (%)
M	6533	71.0%
B	2674	29.0%

Space Separator

Value	Count	Frequency (%)
	5928	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36530	86.0%
Common	5928	14.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6533	17.9%
r	5072	13.9%
t	3834	10.5%
e	3583	9.8%
u	2674	7.3%
p	2674	7.3%
B	2674	7.3%
s	2069	5.7%
c	1185	3.2%
f	1185	3.2%
Other values (6)	5047	13.8%

Common

Value	Count	Frequency (%)
	5928	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	6533	15.4%
	5928	14.0%
r	5072	11.9%
t	3834	9.0%
e	3583	8.4%
u	2674	6.3%
p	2674	6.3%
B	2674	6.3%
s	2069	4.9%
c	1185	2.8%
Other values (7)	6232	14.7%

total-consumption-btu
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1933
Distinct (%)	38.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	317364.4852

Minimum	-10.17
Maximum	16319726
Zeros	597
Zeros (%)	11.9%
Negative	3
Negative (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-10.17
5-th percentile	0
Q1	1608.5
median	25266.1
Q3	179287.88
95-th percentile	1235527
Maximum	16319726
Range	16319736.17
Interquartile range (IQR)	177679.38

Descriptive statistics

Standard deviation	1116123.194
Coefficient of variation (CV)	3.516849698
Kurtosis	75.42235507
Mean	317364.4852
Median Absolute Deviation (MAD)	25266.1
Skewness	7.60439878
Sum	1586822426
Variance	1.245730984 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	597	11.9%
10	9	0.2%
6	8	0.2%
1.46	6	0.1%
12	6	0.1%
664	6	0.1%
760	6	0.1%
5.08	6	0.1%
6086.14	6	0.1%
15	5	0.1%
Other values (1923)	4345	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-10.17	3	0.1%
0	597	11.9%
1.46	6	0.1%
2	3	0.1%
2.31	3	0.1%
3.63	3	0.1%
4	3	0.1%
4.01	3	0.1%
5.08	6	0.1%
6	8	0.2%

Value	Count	Frequency (%)
16319726	1	< 0.1%
16285564	2	< 0.1%
16198257	1	< 0.1%
16185812	2	< 0.1%
12092462	1	< 0.1%
12068953	2	< 0.1%
10368496	1	< 0.1%
9168734	3	0.1%
8885167	1	< 0.1%
8845523	1	< 0.1%

consumption-for-eg
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	1206
Distinct (%)	32.3%
Missing	1269
Missing (%)	25.4%
Infinite	0
Infinite (%)	0.0%
Mean	76556.90803

Minimum	0
Maximum	6872410
Zeros	1343
Zeros (%)	26.9%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	440
Q3	15564.36
95-th percentile	332846
Maximum	6872410
Range	6872410
Interquartile range (IQR)	15564.36

Descriptive statistics

Standard deviation	366391.4347
Coefficient of variation (CV)	4.785870329
Kurtosis	159.5527835
Mean	76556.90803
Median Absolute Deviation (MAD)	440
Skewness	10.95510124
Sum	285633823.9
Variance	1.342426834 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1343	26.9%
2	9	0.2%
1	8	0.2%
38	8	0.2%
10	7	0.1%
12	6	0.1%
4	6	0.1%
162	5	0.1%
107	4	0.1%
24	4	0.1%
Other values (1196)	2331	46.6%
(Missing)	1269	25.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1343	26.9%
0.24	2	< 0.1%
0.38	2	< 0.1%
1	8	0.2%
1.04	2	< 0.1%
1.13	2	< 0.1%
1.93	2	< 0.1%
2	9	0.2%
2.71	2	< 0.1%
3	2	< 0.1%

Value	Count	Frequency (%)
6872410	1	< 0.1%
6674931	2	< 0.1%
6484218.56	2	< 0.1%
4045125	2	< 0.1%
3582772	1	< 0.1%
3399147.44	2	< 0.1%
2770564.33	2	< 0.1%
2526577	1	< 0.1%
2428558.65	2	< 0.1%
2422422	2	< 0.1%

consumption-for-eg-units
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.1%
Missing	2326
Missing (%)	46.5%
Memory size	39.2 KiB

Mcf	1185
barrels	909
short tons	580

Length

Max length	10
Median length	7
Mean length	5.878085266
Min length	3

Characters and Unicode

Total characters	15718
Distinct characters	14
Distinct categories	3 ?
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	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
Mcf	1185	23.7%
barrels	909	18.2%
short tons	580	11.6%
(Missing)	2326	46.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mcf	1185	36.4%
barrels	909	27.9%
short	580	17.8%
tons	580	17.8%

Most occurring characters

Value	Count	Frequency (%)
r	2398	15.3%
s	2069	13.2%
M	1185	7.5%
c	1185	7.5%
f	1185	7.5%
o	1160	7.4%
t	1160	7.4%
b	909	5.8%
a	909	5.8%
e	909	5.8%
Other values (4)	2649	16.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13953	88.8%
Uppercase Letter	1185	7.5%
Space Separator	580	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	2398	17.2%
s	2069	14.8%
c	1185	8.5%
f	1185	8.5%
o	1160	8.3%
t	1160	8.3%
b	909	6.5%
a	909	6.5%
e	909	6.5%
l	909	6.5%
Other values (2)	1160	8.3%

Uppercase Letter

Value	Count	Frequency (%)
M	1185	100.0%

Space Separator

Value	Count	Frequency (%)
	580	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15138	96.3%
Common	580	3.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	2398	15.8%
s	2069	13.7%
M	1185	7.8%
c	1185	7.8%
f	1185	7.8%
o	1160	7.7%
t	1160	7.7%
b	909	6.0%
a	909	6.0%
e	909	6.0%
Other values (3)	2069	13.7%

Common

Value	Count	Frequency (%)
	580	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15718	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	2398	15.3%
s	2069	13.2%
M	1185	7.5%
c	1185	7.5%
f	1185	7.5%
o	1160	7.4%
t	1160	7.4%
b	909	5.8%
a	909	5.8%
e	909	5.8%
Other values (4)	2649	16.9%

consumption-for-eg-btu
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	1923
Distinct (%)	38.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	265433.5286

Minimum	-66828
Maximum	16319726
Zeros	596
Zeros (%)	11.9%
Negative	25
Negative (%)	0.5%
Memory size	39.2 KiB

Quantile statistics

Minimum	-66828
5-th percentile	0
Q1	1194
median	15755
Q3	112889.46
95-th percentile	896264.3885
Maximum	16319726
Range	16386554
Interquartile range (IQR)	111695.46

Descriptive statistics

Standard deviation	1090511.728
Coefficient of variation (CV)	4.108417404
Kurtosis	84.3254756
Mean	265433.5286
Median Absolute Deviation (MAD)	15755
Skewness	8.185109812
Sum	1327167643
Variance	1.18921583 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	596	11.9%
10	10	0.2%
6	8	0.2%
1384	7	0.1%
664	6	0.1%
5.08	6	0.1%
12	6	0.1%
6086.14	6	0.1%
63	6	0.1%
760	6	0.1%
Other values (1913)	4343	86.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-66828	1	< 0.1%
-63071	2	< 0.1%
-37007	2	< 0.1%
-34717	3	0.1%
-25906	3	0.1%
-3775	3	0.1%
-3446	2	< 0.1%
-2612	2	< 0.1%
-815	2	< 0.1%
-330	2	< 0.1%

Value	Count	Frequency (%)
16319726	1	< 0.1%
16285564	2	< 0.1%
16198257	1	< 0.1%
16185812	2	< 0.1%
12092462	1	< 0.1%
12068953	2	< 0.1%
10368496	1	< 0.1%
9168734	3	0.1%
8885167	1	< 0.1%
8845523	1	< 0.1%

average-heat-content
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	506
Distinct (%)	21.0%
Missing	2589
Missing (%)	51.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.144659477

Minimum	0.06
Maximum	33.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0.06
5-th percentile	0.56
Q1	1.02
median	5.802
Q3	8.4
95-th percentile	25.5
Maximum	33.92
Range	33.86
Interquartile range (IQR)	7.38

Descriptive statistics

Standard deviation	8.062987251
Coefficient of variation (CV)	1.128533456
Kurtosis	0.9500839915
Mean	7.144659477
Median Absolute Deviation (MAD)	4.775
Skewness	1.415656485
Sum	17225.774
Variance	65.01176342
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	162	3.2%
1.03	154	3.1%
1.02	119	2.4%
1.01	80	1.6%
1.04	66	1.3%
1.027	55	1.1%
6.3	42	0.8%
1.05	37	0.7%
5.838	35	0.7%
5.8	29	0.6%
Other values (496)	1632	32.6%
(Missing)	2589	51.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.06	2	< 0.1%
0.08	2	< 0.1%
0.09	4	0.1%
0.092	2	< 0.1%
0.1	2	< 0.1%
0.27	4	0.1%
0.3	2	< 0.1%
0.36	4	0.1%
0.369	2	< 0.1%
0.37	1	< 0.1%

Value	Count	Frequency (%)
33.92	2	< 0.1%
33	2	< 0.1%
32.667	2	< 0.1%
32	2	< 0.1%
31.599	1	< 0.1%
31	6	0.1%
30.999	2	< 0.1%
30.9	2	< 0.1%
30.593	2	< 0.1%
30.4	2	< 0.1%

average-heat-content-units
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.1%
Missing	2326
Missing (%)	46.5%
Memory size	39.2 KiB

MMBtu per Mcf	1185
MMBtu per barrels	909
MMBtu per short tons	580

Length

Max length	20
Median length	17
Mean length	15.87808527
Min length	13

Characters and Unicode

Total characters	42458
Distinct characters	17
Distinct categories	3 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	MMBtu per barrels
2nd row	MMBtu per barrels
3rd row	MMBtu per barrels
4th row	MMBtu per barrels
5th row	MMBtu per barrels

Common Values

Value	Count	Frequency (%)
MMBtu per Mcf	1185	23.7%
MMBtu per barrels	909	18.2%
MMBtu per short tons	580	11.6%
(Missing)	2326	46.5%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mmbtu	2674	31.1%
per	2674	31.1%
mcf	1185	13.8%
barrels	909	10.6%
short	580	6.7%
tons	580	6.7%

Most occurring characters

Value	Count	Frequency (%)
M	6533	15.4%
	5928	14.0%
r	5072	11.9%
t	3834	9.0%
e	3583	8.4%
u	2674	6.3%
p	2674	6.3%
B	2674	6.3%
s	2069	4.9%
c	1185	2.8%
Other values (7)	6232	14.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27323	64.4%
Uppercase Letter	9207	21.7%
Space Separator	5928	14.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	5072	18.6%
t	3834	14.0%
e	3583	13.1%
u	2674	9.8%
p	2674	9.8%
s	2069	7.6%
c	1185	4.3%
f	1185	4.3%
o	1160	4.2%
b	909	3.3%
Other values (4)	2978	10.9%

Uppercase Letter

Value	Count	Frequency (%)
M	6533	71.0%
B	2674	29.0%

Space Separator

Value	Count	Frequency (%)
	5928	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36530	86.0%
Common	5928	14.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	6533	17.9%
r	5072	13.9%
t	3834	10.5%
e	3583	9.8%
u	2674	7.3%
p	2674	7.3%
B	2674	7.3%
s	2069	5.7%
c	1185	3.2%
f	1185	3.2%
Other values (6)	5047	13.8%

Common

Value	Count	Frequency (%)
	5928	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	6533	15.4%
	5928	14.0%
r	5072	11.9%
t	3834	9.0%
e	3583	8.4%
u	2674	6.3%
p	2674	6.3%
B	2674	6.3%
s	2069	4.9%
c	1185	2.8%
Other values (7)	6232	14.7%

generation-units
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

megawatthours	5000

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	65000
Distinct characters	11
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	megawatthours
2nd row	megawatthours
3rd row	megawatthours
4th row	megawatthours
5th row	megawatthours

Common Values

Value	Count	Frequency (%)
megawatthours	5000	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
megawatthours	5000	100.0%

Most occurring characters

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	65000	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	65000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

gross-generation-units
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

megawatthours	5000

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	65000
Distinct characters	11
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	megawatthours
2nd row	megawatthours
3rd row	megawatthours
4th row	megawatthours
5th row	megawatthours

Common Values

Value	Count	Frequency (%)
megawatthours	5000	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
megawatthours	5000	100.0%

Most occurring characters

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	65000	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	65000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	10000	15.4%
t	10000	15.4%
m	5000	7.7%
e	5000	7.7%
g	5000	7.7%
w	5000	7.7%
h	5000	7.7%
o	5000	7.7%
u	5000	7.7%
r	5000	7.7%

total-consumption-btu-units
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

MMBtu	5000

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	25000
Distinct characters	4
Distinct categories	2 ?
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	MMBtu
2nd row	MMBtu
3rd row	MMBtu
4th row	MMBtu
5th row	MMBtu

Common Values

Value	Count	Frequency (%)
MMBtu	5000	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mmbtu	5000	100.0%

Most occurring characters

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	15000	60.0%
Lowercase Letter	10000	40.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	10000	66.7%
B	5000	33.3%

Lowercase Letter

Value	Count	Frequency (%)
t	5000	50.0%
u	5000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	25000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

consumption-for-eg-btu-units
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

MMBtu	5000

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	25000
Distinct characters	4
Distinct categories	2 ?
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	MMBtu
2nd row	MMBtu
3rd row	MMBtu
4th row	MMBtu
5th row	MMBtu

Common Values

Value	Count	Frequency (%)
MMBtu	5000	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
mmbtu	5000	100.0%

Most occurring characters

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	15000	60.0%
Lowercase Letter	10000	40.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	10000	66.7%
B	5000	33.3%

Lowercase Letter

Value	Count	Frequency (%)
t	5000	50.0%
u	5000	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	25000	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	10000	40.0%
B	5000	20.0%
t	5000	20.0%
u	5000	20.0%

Auto

The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	period	plantCode	plantName	fuel2002	fuelTypeDescription	state	stateDescription	primeMover	generation	gross-generation	total-consumption	total-consumption-units	total-consumption-btu	consumption-for-eg	consumption-for-eg-units	consumption-for-eg-btu	average-heat-content	average-heat-content-units	generation-units	gross-generation-units	total-consumption-btu-units	consumption-for-eg-btu-units
0	0	2001-04	6311	Chevak	ALL	Total	AK	Alaska	ALL	135.88	138.65	NaN	NaN	1457.0	NaN	NaN	1457.0	NaN	NaN	megawatthours	megawatthours	MMBtu	MMBtu
1	1	2001-04	6311	Chevak	DFO	Distillate Fuel Oil	AK	Alaska	ALL	135.88	138.65	250.0	MMBtu per barrels	1457.0	250.0	barrels	1457.0	5.828	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
2	2	2001-04	6312	EEK	DFO	Distillate Fuel Oil	AK	Alaska		50.89	51.93	100.0	MMBtu per barrels	583.0	100.0	barrels	583.0	5.830	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
3	3	2001-04	6312	EEK	ALL	Total	AK	Alaska	ALL	50.89	51.93	NaN	NaN	583.0	NaN	NaN	583.0	NaN	NaN	megawatthours	megawatthours	MMBtu	MMBtu
4	4	2001-04	6312	EEK	DFO	Distillate Fuel Oil	AK	Alaska	ALL	50.89	51.93	100.0	MMBtu per barrels	583.0	100.0	barrels	583.0	5.830	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
5	5	2001-04	6313	ELIM	DFO	Distillate Fuel Oil	AK	Alaska		76.00	77.55	133.0	MMBtu per barrels	775.0	133.0	barrels	775.0	5.827	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
6	6	2001-04	6313	ELIM	ALL	Total	AK	Alaska	ALL	76.00	77.55	NaN	NaN	775.0	NaN	NaN	775.0	NaN	NaN	megawatthours	megawatthours	MMBtu	MMBtu
7	7	2001-04	6313	ELIM	DFO	Distillate Fuel Oil	AK	Alaska	ALL	76.00	77.55	133.0	MMBtu per barrels	775.0	133.0	barrels	775.0	5.827	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
8	8	2001-04	6314	Emmonak	DFO	Distillate Fuel Oil	AK	Alaska		177.04	180.65	340.0	MMBtu per barrels	1982.0	340.0	barrels	1982.0	5.829	MMBtu per barrels	megawatthours	megawatthours	MMBtu	MMBtu
9	9	2001-04	6314	Emmonak	ALL	Total	AK	Alaska	ALL	177.04	180.65	NaN	NaN	1982.0	NaN	NaN	1982.0	NaN	NaN	megawatthours	megawatthours	MMBtu	MMBtu

Last rows

	Unnamed: 0	period	plantCode	plantName	fuel2002	fuelTypeDescription	state	stateDescription	primeMover	generation	gross-generation	total-consumption	total-consumption-units	total-consumption-btu	consumption-for-eg	consumption-for-eg-units	consumption-for-eg-btu	average-heat-content	average-heat-content-units	generation-units	gross-generation-units	total-consumption-btu-units	consumption-for-eg-btu-units
4990	4990	2001-04	54526	Lyonsdale Power Co LLC	WDS	Wood Waste Solids	NY	New York	ALL	8645.0	9188.01	13549.0	NaN	123702.0	13549.0	NaN	123702.0	9.13	NaN	megawatthours	megawatthours	MMBtu	MMBtu
4991	4991	2001-04	54529	Ridge	LFG	Municiapl Landfill Gas	FL	Florida		296.0	317.77	18040.0	MMBtu per Mcf	10102.0	18040.0	Mcf	10102.0	0.56	MMBtu per Mcf	megawatthours	megawatthours	MMBtu	MMBtu
4992	4992	2001-04	54529	Ridge	TDF	Other	FL	Florida		6376.0	6844.94	7152.0	MMBtu per short tons	194534.0	7152.0	short tons	194534.0	27.20	MMBtu per short tons	megawatthours	megawatthours	MMBtu	MMBtu
4993	4993	2001-04	54529	Ridge	WDS	Wood Waste Solids	FL	Florida		9289.0	9972.18	16671.0	NaN	133368.0	16671.0	NaN	133368.0	8.00	NaN	megawatthours	megawatthours	MMBtu	MMBtu
4994	4994	2001-04	54529	Ridge	ALL	Total	FL	Florida	ALL	15961.0	17134.89	NaN	NaN	338004.0	NaN	NaN	338004.0	NaN	NaN	megawatthours	megawatthours	MMBtu	MMBtu
4995	4995	2001-04	54529	Ridge	LFG	Municiapl Landfill Gas	FL	Florida	ALL	296.0	317.77	18040.0	MMBtu per Mcf	10102.0	18040.0	Mcf	10102.0	0.56	MMBtu per Mcf	megawatthours	megawatthours	MMBtu	MMBtu
4996	4996	2001-04	54529	Ridge	TDF	Other	FL	Florida	ALL	6376.0	6844.94	7152.0	MMBtu per short tons	194534.0	7152.0	short tons	194534.0	27.20	MMBtu per short tons	megawatthours	megawatthours	MMBtu	MMBtu
4997	4997	2001-12	55323	City of Tacoma Steam Plant	MSN	Other	WA	Washington		0.0	0.00	0.0	MMBtu per short tons	0.0	0.0	short tons	0.0	NaN	MMBtu per short tons	megawatthours	megawatthours	MMBtu	MMBtu
4998	4998	2001-12	55323	City of Tacoma Steam Plant	NG	Natural Gas	WA	Washington		0.0	0.00	0.0	MMBtu per Mcf	0.0	0.0	Mcf	0.0	NaN	MMBtu per Mcf	megawatthours	megawatthours	MMBtu	MMBtu
4999	4999	2001-12	55323	City of Tacoma Steam Plant	OBS	other renewables	WA	Washington		0.0	0.00	0.0	MMBtu per short tons	0.0	0.0	short tons	0.0	NaN	MMBtu per short tons	megawatthours	megawatthours	MMBtu	MMBtu

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

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

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

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

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category