Colors

Brought to you by YData

Dataset statistics

Number of variables	6
Number of observations	865
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	190.2 KiB
Average record size in memory	225.2 B

Variable types

Text	3
Numeric	3

Alerts

`Code` has unique values	Unique
`Name` has unique values	Unique
`R` has 81 (9.4%) zeros	Zeros
`G` has 58 (6.7%) zeros	Zeros
`B` has 80 (9.2%) zeros	Zeros

Reproduction

Analysis started	2025-09-23 16:03:04.258804
Analysis finished	2025-09-23 16:03:05.174003
Duration	0.92 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Code
Text

Unique

Distinct	865
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	57.9 KiB

Length

Max length	39
Median length	26
Mean length	11.375723
Min length	3

Characters and Unicode

Total characters	9840
Distinct characters	31
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	865 ?
Unique (%)	100.0%

Sample

1st row	air_force_blue_raf
2nd row	air_force_blue_usaf
3rd row	air_superiority_blue
4th row	alabama_crimson
5th row	alice_blue

Value	Count	Frequency (%)
air_force_blue_usaf	1	0.1%
wild_watermelon	1	0.1%
wine	1	0.1%
wine_dregs	1	0.1%
wisteria	1	0.1%
wood_brown	1	0.1%
xanadu	1	0.1%
yale_blue	1	0.1%
yellow	1	0.1%
yellow_green	1	0.1%
Other values (855)	855	98.8%

Most occurring characters

Value	Count	Frequency (%)
e	1201	12.2%
_	799	8.1%
r	796	8.1%
a	788	8.0%
l	695	7.1%
n	626	6.4%
i	558	5.7%
o	519	5.3%
t	396	4.0%
u	373	3.8%
Other values (21)	3089	31.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9840	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1201	12.2%
_	799	8.1%
r	796	8.1%
a	788	8.0%
l	695	7.1%
n	626	6.4%
i	558	5.7%
o	519	5.3%
t	396	4.0%
u	373	3.8%
Other values (21)	3089	31.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9840	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1201	12.2%
_	799	8.1%
r	796	8.1%
a	788	8.0%
l	695	7.1%
n	626	6.4%
i	558	5.7%
o	519	5.3%
t	396	4.0%
u	373	3.8%
Other values (21)	3089	31.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9840	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1201	12.2%
_	799	8.1%
r	796	8.1%
a	788	8.0%
l	695	7.1%
n	626	6.4%
i	558	5.7%
o	519	5.3%
t	396	4.0%
u	373	3.8%
Other values (21)	3089	31.4%

Name
Text

Unique

Distinct	865
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	58.3 KiB

Length

Max length	41
Median length	28
Mean length	11.591908
Min length	3

Characters and Unicode

Total characters	10027
Distinct characters	69
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	865 ?
Unique (%)	100.0%

Sample

1st row	Air Force Blue (Raf)
2nd row	Air Force Blue (Usaf)
3rd row	Air Superiority Blue
4th row	Alabama Crimson
5th row	Alice Blue

Value	Count	Frequency (%)
blue	98	6.0%
green	78	4.8%
pink	47	2.9%
dark	45	2.8%
red	42	2.6%
yellow	31	1.9%
rose	28	1.7%
light	25	1.5%
lavender	23	1.4%
orange	23	1.4%
Other values (606)	1190	73.0%

Most occurring characters

Value	Count	Frequency (%)
e	1168	11.6%
	765	7.6%
a	737	7.4%
r	661	6.6%
l	611	6.1%
n	609	6.1%
i	536	5.3%
o	463	4.6%
u	345	3.4%
t	328	3.3%
Other values (59)	3804	37.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10027	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1168	11.6%
	765	7.6%
a	737	7.4%
r	661	6.6%
l	611	6.1%
n	609	6.1%
i	536	5.3%
o	463	4.6%
u	345	3.4%
t	328	3.3%
Other values (59)	3804	37.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10027	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1168	11.6%
	765	7.6%
a	737	7.4%
r	661	6.6%
l	611	6.1%
n	609	6.1%
i	536	5.3%
o	463	4.6%
u	345	3.4%
t	328	3.3%
Other values (59)	3804	37.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10027	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1168	11.6%
	765	7.6%
a	737	7.4%
r	661	6.6%
l	611	6.1%
n	609	6.1%
i	536	5.3%
o	463	4.6%
u	345	3.4%
t	328	3.3%
Other values (59)	3804	37.9%

Hex
Text

Distinct	765
Distinct (%)	88.4%
Missing	0
Missing (%)	0.0%
Memory size	54.0 KiB

Length

Max length	7
Median length	7
Mean length	6.7988439
Min length	4

Characters and Unicode

Total characters	5881
Distinct characters	17
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	684 ?
Unique (%)	79.1%

Sample

1st row	#5d8aa8
2nd row	#00308f
3rd row	#72a0c1
4th row	#a32638
5th row	#f0f8ff

Value	Count	Frequency (%)
c19a6b	5	0.6%
fada5e	4	0.5%
967117	4	0.5%
d2691e	3	0.3%
0f0	3	0.3%
cf0	3	0.3%
900	3	0.3%
808080	3	0.3%
008000	3	0.3%
0ff	3	0.3%
Other values (755)	831	96.1%

Most occurring characters

Value	Count	Frequency (%)
#	865	14.7%
0	665	11.3%
f	625	10.6%
8	317	5.4%
c	300	5.1%
a	292	5.0%
e	269	4.6%
4	268	4.6%
b	268	4.6%
3	267	4.5%
Other values (7)	1745	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5881	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
#	865	14.7%
0	665	11.3%
f	625	10.6%
8	317	5.4%
c	300	5.1%
a	292	5.0%
e	269	4.6%
4	268	4.6%
b	268	4.6%
3	267	4.5%
Other values (7)	1745	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5881	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
#	865	14.7%
0	665	11.3%
f	625	10.6%
8	317	5.4%
c	300	5.1%
a	292	5.0%
e	269	4.6%
4	268	4.6%
b	268	4.6%
3	267	4.5%
Other values (7)	1745	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5881	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
#	865	14.7%
0	665	11.3%
f	625	10.6%
8	317	5.4%
c	300	5.1%
a	292	5.0%
e	269	4.6%
4	268	4.6%
b	268	4.6%
3	267	4.5%
Other values (7)	1745	29.7%

R
Real number (ℝ)

Zeros

Distinct	221
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	158.59884

Minimum	0
Maximum	255
Zeros	81
Zeros (%)	9.4%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	101
median	178
Q3	236
95-th percentile	255
Maximum	255
Range	255
Interquartile range (IQR)	135

Descriptive statistics

Standard deviation	85.338432
Coefficient of variation (CV)	0.53807726
Kurtosis	-0.92645087
Mean	158.59884
Median Absolute Deviation (MAD)	66
Skewness	-0.59367921
Sum	137188
Variance	7282.6479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	110	12.7%
0	81	9.4%
250	15	1.7%
204	13	1.5%
150	11	1.3%
128	11	1.3%
244	10	1.2%
153	10	1.2%
227	10	1.2%
251	9	1.0%
Other values (211)	585	67.6%

Value	Count	Frequency (%)
0	81	9.4%
1	4	0.5%
2	1	0.1%
3	2	0.2%
5	1	0.1%
6	1	0.1%
8	4	0.5%
10	1	0.1%
11	1	0.1%
13	1	0.1%

Value	Count	Frequency (%)
255	110	12.7%
254	7	0.8%
253	8	0.9%
252	6	0.7%
251	9	1.0%
250	15	1.7%
249	4	0.5%
248	8	0.9%
247	3	0.3%
246	2	0.2%

G
Real number (ℝ)

Zeros

Distinct	234
Distinct (%)	27.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.68324

Minimum	0
Maximum	255
Zeros	58
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	64
median	123
Q3	190
95-th percentile	250
Maximum	255
Range	255
Interquartile range (IQR)	126

Descriptive statistics

Standard deviation	76.270225
Coefficient of variation (CV)	0.61171194
Kurtosis	-1.0978467
Mean	124.68324
Median Absolute Deviation (MAD)	63
Skewness	0.052233472
Sum	107851
Variance	5817.1472
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58	6.7%
255	35	4.0%
128	13	1.5%
105	12	1.4%
204	11	1.3%
51	11	1.3%
218	9	1.0%
102	9	1.0%
66	9	1.0%
160	9	1.0%
Other values (224)	689	79.7%

Value	Count	Frequency (%)
0	58	6.7%
1	2	0.2%
2	2	0.2%
3	2	0.2%
6	2	0.2%
8	2	0.2%
10	3	0.3%
11	2	0.2%
12	3	0.3%
14	2	0.2%

Value	Count	Frequency (%)
255	35	4.0%
254	3	0.3%
253	2	0.2%
252	2	0.2%
251	1	0.1%
250	5	0.6%
249	1	0.1%
248	4	0.5%
247	2	0.2%
246	1	0.1%

B
Real number (ℝ)

Zeros

Distinct	230
Distinct (%)	26.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	119.08786

Minimum	0
Maximum	255
Zeros	80
Zeros (%)	9.2%
Negative	0
Negative (%)	0.0%
Memory size	6.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	53
median	119
Q3	186
95-th percentile	253.6
Maximum	255
Range	255
Interquartile range (IQR)	133

Descriptive statistics

Standard deviation	78.343862
Coefficient of variation (CV)	0.65786606
Kurtosis	-1.13796
Mean	119.08786
Median Absolute Deviation (MAD)	66
Skewness	0.10728769
Sum	103011
Variance	6137.7608
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	80	9.2%
255	41	4.7%
107	15	1.7%
128	14	1.6%
204	10	1.2%
94	9	1.0%
120	9	1.0%
33	8	0.9%
153	8	0.9%
50	8	0.9%
Other values (220)	663	76.6%

Value	Count	Frequency (%)
0	80	9.2%
2	3	0.3%
3	1	0.1%
5	2	0.2%
7	2	0.2%
8	3	0.3%
9	1	0.1%
10	2	0.2%
11	3	0.3%
12	3	0.3%

Value	Count	Frequency (%)
255	41	4.7%
254	3	0.3%
252	1	0.1%
251	1	0.1%
250	7	0.8%
249	1	0.1%
245	3	0.3%
244	2	0.2%
241	1	0.1%
240	6	0.7%

	B	G	R
B	1.000	0.289	0.010
G	0.289	1.000	0.256
R	0.010	0.256	1.000

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.

	Code	Name	Hex	R	G	B
0	air_force_blue_raf	Air Force Blue (Raf)	#5d8aa8	93	138	168
1	air_force_blue_usaf	Air Force Blue (Usaf)	#00308f	0	48	143
2	air_superiority_blue	Air Superiority Blue	#72a0c1	114	160	193
3	alabama_crimson	Alabama Crimson	#a32638	163	38	56
4	alice_blue	Alice Blue	#f0f8ff	240	248	255
5	alizarin_crimson	Alizarin Crimson	#e32636	227	38	54
6	alloy_orange	Alloy Orange	#c46210	196	98	16
7	almond	Almond	#efdecd	239	222	205
8	amaranth	Amaranth	#e52b50	229	43	80
9	amber	Amber	#ffbf00	255	191	0

	Code	Name	Hex	R	G	B
855	yale_blue	Yale Blue	#0f4d92	15	77	146
856	yellow	Yellow	#ff0	255	255	0
857	yellow_green	Yellow-Green	#9acd32	154	205	50
858	yellow_munsell	Yellow (Munsell)	#efcc00	239	204	0
859	yellow_ncs	Yellow (Ncs)	#ffd300	255	211	0
860	yellow_orange	Yellow Orange	#ffae42	255	174	66
861	yellow_process	Yellow (Process)	#ffef00	255	239	0
862	yellow_ryb	Yellow (Ryb)	#fefe33	254	254	51
863	zaffre	Zaffre	#0014a8	0	20	168
864	zinnwaldite_brown	Zinnwaldite Brown	#2c1608	44	22	8

Overview

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample