Profiling Report

Dataset statistics

Number of variables	23
Number of observations	675
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	75.3 KiB
Average record size in memory	114.2 B

Variable types

Unsupported	1
Categorical	3
Numeric	9
Boolean	10

Alerts

`util_type` has constant value "5"	Constant
`StrikeAlert` has constant value "False"	Constant
`Sonde_Line_Line` has constant value "True"	Constant
`Ticketstart_Stopevents` is highly overall correlated with `op_mode_MENU`	High correlation
`ant_mode_Peak` is highly overall correlated with `ant_mode_Peak+` and 5 other fields	High correlation
`ant_mode_Peak+` is highly overall correlated with `ant_mode_Peak` and 5 other fields	High correlation
`bargraph` is highly overall correlated with `ant_mode_Peak` and 2 other fields	High correlation
`cur` is highly overall correlated with `depth`	High correlation
`depth` is highly overall correlated with `cur`	High correlation
`disp_sig_str` is highly overall correlated with `ant_mode_Peak` and 2 other fields	High correlation
`gain` is highly overall correlated with `ant_mode_Peak` and 5 other fields	High correlation
`op_mode_Active` is highly overall correlated with `ant_mode_Peak` and 3 other fields	High correlation
`op_mode_CD` is highly overall correlated with `gain`	High correlation
`op_mode_MENU` is highly overall correlated with `Ticketstart_Stopevents` and 4 other fields	High correlation
`op_mode_Power` is highly overall correlated with `gain`	High correlation
`t_b_a` is highly overall correlated with `temp`	High correlation
`t_p_a` is highly overall correlated with `temp`	High correlation
`temp` is highly overall correlated with `t_b_a` and 1 other fields	High correlation
`SwingWarning` is highly imbalanced (98.4%)	Imbalance
`ant_mode_Peak` is highly imbalanced (50.6%)	Imbalance
`ant_mode_Peak+` is highly imbalanced (50.6%)	Imbalance
`op_mode_CD` is highly imbalanced (94.8%)	Imbalance
`op_mode_Power` is highly imbalanced (88.9%)	Imbalance
`op_mode_Radio` is highly imbalanced (97.1%)	Imbalance
`freq` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`depth` has 642 (95.1%) zeros	Zeros
`cur` has 644 (95.4%) zeros	Zeros
`key_b_e` has 595 (88.1%) zeros	Zeros
`disp_sig_str` has 85 (12.6%) zeros	Zeros
`t_b_a` has 12 (1.8%) zeros	Zeros
`bargraph` has 86 (12.7%) zeros	Zeros

Reproduction

Analysis started	2024-08-29 08:49:07.757294
Analysis finished	2024-08-29 08:49:13.917327
Duration	6.16 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

freq
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

util_type
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

5	675

Length

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

Characters and Unicode

Total characters	675
Distinct characters	1
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	5
2nd row	5
3rd row	5
4th row	5
5th row	5

Common Values

Value	Count	Frequency (%)
5	675	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	675	100.0%

Most occurring characters

Value	Count	Frequency (%)
5	675	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	675	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	675	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	675	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	675	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	675	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	675	100.0%

Ticketstart_Stopevents
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

0	539
1	104
2	32

Length

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

Characters and Unicode

Total characters	675
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	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

Most occurring characters

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	675	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	675	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	675	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	539	79.9%
1	104	15.4%
2	32	4.7%

depth
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	34
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.091032464

Minimum	0
Maximum	8.69016
Zeros	642
Zeros (%)	95.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8.69016
Range	8.69016
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.55987649
Coefficient of variation (CV)	6.1502948
Kurtosis	165.67196
Mean	0.091032464
Median Absolute Deviation (MAD)	0
Skewness	11.514828
Sum	61.446913
Variance	0.31346168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	642	95.1%
1.20541	1	0.1%
1.31335	1	0.1%
1.33727	1	0.1%
1.47256	1	0.1%
1.48714	1	0.1%
1.34847	1	0.1%
1.28051	1	0.1%
2.14041	1	0.1%
1.14331	1	0.1%
Other values (24)	24	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	642	95.1%
0.904017	1	0.1%
0.966796	1	0.1%
1.09262	1	0.1%
1.14331	1	0.1%
1.14627	1	0.1%
1.16742	1	0.1%
1.19378	1	0.1%
1.20541	1	0.1%
1.23145	1	0.1%

Value	Count	Frequency (%)
8.69016	1	0.1%
8.68924	1	0.1%
2.41333	1	0.1%
2.14041	1	0.1%
1.81652	1	0.1%
1.77155	1	0.1%
1.75775	1	0.1%
1.73614	1	0.1%
1.69551	1	0.1%
1.68362	1	0.1%

cur
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	32
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.18116 × 10^-5

Minimum	0
Maximum	0.00175714
Zeros	644
Zeros (%)	95.4%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.00175714
Range	0.00175714
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00021233788
Coefficient of variation (CV)	5.0784443
Kurtosis	35.189008
Mean	4.18116 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	5.7491335
Sum	0.02822283
Variance	4.5087375 × 10^-8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	644	95.4%
0.000196033	1	0.1%
0.000513221	1	0.1%
0.000525948	1	0.1%
0.000502935	1	0.1%
0.000508199	1	0.1%
0.000611534	1	0.1%
0.000534079	1	0.1%
0.000669771	1	0.1%
0.000722389	1	0.1%
Other values (22)	22	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	644	95.4%
0.000164638	1	0.1%
0.000196033	1	0.1%
0.000502935	1	0.1%
0.000508199	1	0.1%
0.000513221	1	0.1%
0.000525194	1	0.1%
0.000525948	1	0.1%
0.000534079	1	0.1%
0.000611534	1	0.1%

Value	Count	Frequency (%)
0.00175714	1	0.1%
0.0017489	1	0.1%
0.00170869	1	0.1%
0.00167929	1	0.1%
0.00154199	1	0.1%
0.00136531	1	0.1%
0.00133002	1	0.1%
0.00117972	1	0.1%
0.00115895	1	0.1%
0.00106481	1	0.1%

gain
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.985185

Minimum	25
Maximum	134
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	25
5-th percentile	60
Q1	87
median	90
Q3	90
95-th percentile	101
Maximum	134
Range	109
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	12.794997
Coefficient of variation (CV)	0.14880467
Kurtosis	6.8451503
Mean	85.985185
Median Absolute Deviation (MAD)	0
Skewness	-1.9796929
Sum	58040
Variance	163.71195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
90	399	59.1%
60	77	11.4%
84	49	7.3%
87	32	4.7%
101	28	4.1%
91	25	3.7%
89	23	3.4%
94	20	3.0%
82	6	0.9%
25	5	0.7%
Other values (4)	11	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25	5	0.7%
26	4	0.6%
60	77	11.4%
82	6	0.9%
84	49	7.3%
87	32	4.7%
89	23	3.4%
90	399	59.1%
91	25	3.7%
94	20	3.0%

Value	Count	Frequency (%)
134	3	0.4%
121	1	0.1%
112	3	0.4%
101	28	4.1%
94	20	3.0%
91	25	3.7%
90	399	59.1%
89	23	3.4%
87	32	4.7%
84	49	7.3%

key_b_e
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1511111

Minimum	0
Maximum	64
Zeros	595
Zeros (%)	88.1%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	64
Range	64
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.9864187
Coefficient of variation (CV)	4.331831
Kurtosis	81.946119
Mean	1.1511111
Median Absolute Deviation (MAD)	0
Skewness	7.8893946
Sum	777
Variance	24.864372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	595	88.1%
4	44	6.5%
16	14	2.1%
8	6	0.9%
1	5	0.7%
20	4	0.6%
64	2	0.3%
12	2	0.3%
36	1	0.1%
32	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	595	88.1%
1	5	0.7%
4	44	6.5%
8	6	0.9%
12	2	0.3%
16	14	2.1%
20	4	0.6%
24	1	0.1%
32	1	0.1%
36	1	0.1%

Value	Count	Frequency (%)
64	2	0.3%
36	1	0.1%
32	1	0.1%
24	1	0.1%
20	4	0.6%
16	14	2.1%
12	2	0.3%
8	6	0.9%
4	44	6.5%
1	5	0.7%

temp
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.4 KiB

32	597
31	78

Length

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

Characters and Unicode

Total characters	1350
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	31
2nd row	31
3rd row	31
4th row	31
5th row	31

Common Values

Value	Count	Frequency (%)
32	597	88.4%
31	78	11.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
32	597	88.4%
31	78	11.6%

Most occurring characters

Value	Count	Frequency (%)
3	675	50.0%
2	597	44.2%
1	78	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1350	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	675	50.0%
2	597	44.2%
1	78	5.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	1350	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	675	50.0%
2	597	44.2%
1	78	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1350	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	675	50.0%
2	597	44.2%
1	78	5.8%

SwingWarning
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	674
True	1

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	674	99.9%
True	1	0.1%

StrikeAlert
Boolean

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	675

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	675	100.0%

comp_disp
Real number (ℝ)

Distinct	460
Distinct (%)	68.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.205333

Minimum	1.8
Maximum	177.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	1.8
5-th percentile	17.34
Q1	40.9
median	78.4
Q3	123
95-th percentile	162.26
Maximum	177.2
Range	175.4
Interquartile range (IQR)	82.1

Descriptive statistics

Standard deviation	47.578637
Coefficient of variation (CV)	0.57182197
Kurtosis	-1.1711434
Mean	83.205333
Median Absolute Deviation (MAD)	39.4
Skewness	0.25827512
Sum	56163.6
Variance	2263.7267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48	7	1.0%
46.2	5	0.7%
71	5	0.7%
46	4	0.6%
106.8	4	0.6%
41	4	0.6%
44.4	4	0.6%
34.8	4	0.6%
98.8	4	0.6%
105.8	4	0.6%
Other values (450)	630	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	2	0.3%
3.6	1	0.1%
4.2	1	0.1%
4.4	1	0.1%
5.2	1	0.1%
5.4	2	0.3%
6.2	1	0.1%
6.4	1	0.1%
6.6	1	0.1%
7	1	0.1%

Value	Count	Frequency (%)
177.2	1	0.1%
176.4	1	0.1%
175	1	0.1%
174.6	2	0.3%
174.4	1	0.1%
174	1	0.1%
173.8	3	0.4%
173.6	1	0.1%
172.2	1	0.1%
172	1	0.1%

disp_sig_str
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	490
Distinct (%)	72.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	183.62163

Minimum	0
Maximum	999
Zeros	85
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	39.3
median	146
Q3	266.1
95-th percentile	498.04
Maximum	999
Range	999
Interquartile range (IQR)	226.8

Descriptive statistics

Standard deviation	188.47709
Coefficient of variation (CV)	1.0264428
Kurtosis	4.3299795
Mean	183.62163
Median Absolute Deviation (MAD)	110
Skewness	1.7822197
Sum	123944.6
Variance	35523.614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85	12.6%
413	19	2.8%
169	12	1.8%
999	7	1.0%
9.8	3	0.4%
62.8	3	0.4%
55.2	3	0.4%
21.4	3	0.4%
61.4	3	0.4%
69.8	3	0.4%
Other values (480)	534	79.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85	12.6%
0.6	1	0.1%
0.8	1	0.1%
1	1	0.1%
1.4	1	0.1%
2.4	1	0.1%
4	1	0.1%
4.8	1	0.1%
5	1	0.1%
5.2	1	0.1%

Value	Count	Frequency (%)
999	7	1.0%
964.6	1	0.1%
955.8	1	0.1%
903.6	1	0.1%
868.6	1	0.1%
856	1	0.1%
839	1	0.1%
802.4	1	0.1%
802	1	0.1%
769.2	1	0.1%

t_b_a
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	138
Distinct (%)	20.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8743704

Minimum	-34.8
Maximum	175.8
Zeros	12
Zeros (%)	1.8%
Negative	196
Negative (%)	29.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	-34.8
5-th percentile	-5.4
Q1	-0.6
median	1.8
Q3	6.5
95-th percentile	19
Maximum	175.8
Range	210.6
Interquartile range (IQR)	7.1

Descriptive statistics

Standard deviation	28.479658
Coefficient of variation (CV)	3.6167536
Kurtosis	27.3116
Mean	7.8743704
Median Absolute Deviation (MAD)	3.4
Skewness	5.2135732
Sum	5315.2
Variance	811.0909
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	36	5.3%
0.4	23	3.4%
0.6	21	3.1%
0.8	18	2.7%
2.8	17	2.5%
1.8	15	2.2%
1.2	15	2.2%
1.4	14	2.1%
2	14	2.1%
18.8	13	1.9%
Other values (128)	489	72.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-34.8	1	0.1%
-17.6	1	0.1%
-15.4	1	0.1%
-10.6	2	0.3%
-10.2	1	0.1%
-9.8	1	0.1%
-9.6	1	0.1%
-9.4	1	0.1%
-9.2	1	0.1%
-9	1	0.1%

Value	Count	Frequency (%)
175.8	1	0.1%
174.4	1	0.1%
174.2	1	0.1%
173.8	2	0.3%
173.6	2	0.3%
173.4	1	0.1%
173.2	1	0.1%
173	1	0.1%
172.8	2	0.3%
172.6	1	0.1%

t_p_a
Real number (ℝ)

HIGH CORRELATION

Distinct	209
Distinct (%)	31.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.3460741

Minimum	-71
Maximum	30.4
Zeros	0
Zeros (%)	0.0%
Negative	309
Negative (%)	45.8%
Memory size	5.4 KiB

Quantile statistics

Minimum	-71
5-th percentile	-32.4
Q1	-11.2
median	1
Q3	13.9
95-th percentile	17.2
Maximum	30.4
Range	101.4
Interquartile range (IQR)	25.1

Descriptive statistics

Standard deviation	20.262185
Coefficient of variation (CV)	-6.05551
Kurtosis	1.79464
Mean	-3.3460741
Median Absolute Deviation (MAD)	12.8
Skewness	-1.3425205
Sum	-2258.6
Variance	410.55614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-32	50	7.4%
15.4	13	1.9%
15.2	13	1.9%
-70.8	12	1.8%
1.6	11	1.6%
0.2	10	1.5%
-0.6	10	1.5%
15	10	1.5%
16	10	1.5%
-0.8	10	1.5%
Other values (199)	526	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-71	6	0.9%
-70.8	12	1.8%
-70.6	1	0.1%
-70.2	1	0.1%
-69.6	1	0.1%
-56.6	1	0.1%
-47.4	1	0.1%
-35.8	1	0.1%
-34	3	0.4%
-33.8	2	0.3%

Value	Count	Frequency (%)
30.4	1	0.1%
23.6	1	0.1%
22	1	0.1%
21.4	3	0.4%
21	1	0.1%
20.4	1	0.1%
20	1	0.1%
19.8	1	0.1%
19.4	1	0.1%
19.2	2	0.3%

bargraph
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	409
Distinct (%)	60.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.623763

Minimum	0
Maximum	79
Zeros	86
Zeros (%)	12.7%
Negative	0
Negative (%)	0.0%
Memory size	5.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.5
median	11.92
Q3	20.46
95-th percentile	38.536
Maximum	79
Range	79
Interquartile range (IQR)	16.96

Descriptive statistics

Standard deviation	14.952217
Coefficient of variation (CV)	1.0224603
Kurtosis	4.371327
Mean	14.623763
Median Absolute Deviation (MAD)	8.52
Skewness	1.7952681
Sum	9871.04
Variance	223.5688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	86	12.7%
33	19	2.8%
14	11	1.6%
79	7	1.0%
4	7	1.0%
4.08	5	0.7%
21.08	4	0.6%
16.92	4	0.6%
0.24	4	0.6%
4.16	4	0.6%
Other values (399)	524	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	86	12.7%
0.08	1	0.1%
0.2	2	0.3%
0.24	4	0.6%
0.28	2	0.3%
0.36	2	0.3%
0.4	2	0.3%
0.52	2	0.3%
0.56	2	0.3%
0.64	2	0.3%

Value	Count	Frequency (%)
79	7	1.0%
78.28	1	0.1%
73.8	1	0.1%
73	1	0.1%
72.84	1	0.1%
68.36	1	0.1%
62.44	1	0.1%
61.16	2	0.3%
60.36	1	0.1%
59.72	1	0.1%

ant_mode_Peak
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

True	602
False	73

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	602	89.2%
False	73	10.8%

ant_mode_Peak+
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	602
True	73

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	602	89.2%
True	73	10.8%

op_mode_Active
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

True	554
False	121

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	554	82.1%
False	121	17.9%

op_mode_CD
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	671
True	4

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	671	99.4%
True	4	0.6%

op_mode_MENU
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	570
True	105

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	570	84.4%
True	105	15.6%

op_mode_Power
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	665
True	10

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	665	98.5%
True	10	1.5%

op_mode_Radio
Boolean

IMBALANCE

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

False	673
True	2

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	673	99.7%
True	2	0.3%

Sonde_Line_Line
Boolean

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	807.0 B

True	675

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	675	100.0%

Auto

Heatmap
Table

	SwingWarning	Ticketstart_Stopevents	ant_mode_Peak	ant_mode_Peak+	bargraph	comp_disp	cur	depth	disp_sig_str	gain	key_b_e	op_mode_Active	op_mode_CD	op_mode_MENU	op_mode_Power	op_mode_Radio	t_b_a	t_p_a	temp
SwingWarning	1.000	0.072	0.000	0.000	-0.007	0.055	-0.008	-0.009	-0.006	0.013	-0.014	0.000	0.000	0.000	0.000	0.000	-0.061	-0.018	0.000
Ticketstart_Stopevents	0.072	1.000	0.166	0.166	0.412	-0.014	0.282	0.269	0.415	-0.087	-0.071	0.499	0.000	0.534	0.029	0.000	-0.034	0.047	0.173
ant_mode_Peak	0.000	0.166	1.000	0.992	0.527	0.062	0.076	0.079	0.528	0.583	-0.485	0.738	0.000	0.804	0.000	0.000	-0.058	0.305	0.112
ant_mode_Peak+	0.000	0.166	0.992	1.000	-0.527	-0.062	-0.076	-0.079	-0.528	-0.583	0.485	0.738	0.000	0.804	0.000	0.000	0.058	-0.305	0.112
bargraph	-0.007	0.412	0.527	-0.527	1.000	-0.154	0.212	0.227	0.984	0.309	-0.197	0.325	0.309	0.341	0.211	0.000	-0.012	0.089	0.280
comp_disp	0.055	-0.014	0.062	-0.062	-0.154	1.000	0.070	0.067	-0.154	0.167	-0.044	0.119	0.162	0.130	0.096	0.147	-0.200	0.155	0.297
cur	-0.008	0.282	0.076	-0.076	0.212	0.070	1.000	0.969	0.205	0.046	0.021	0.000	0.000	0.000	0.000	0.000	-0.132	0.010	0.000
depth	-0.009	0.269	0.079	-0.079	0.227	0.067	0.969	1.000	0.221	0.028	0.036	0.000	0.000	0.020	0.079	0.000	-0.136	-0.001	0.048
disp_sig_str	-0.006	0.415	0.528	-0.528	0.984	-0.154	0.205	0.221	1.000	0.302	-0.217	0.349	0.198	0.355	0.305	0.000	-0.008	0.089	0.319
gain	0.013	-0.087	0.583	-0.583	0.309	0.167	0.046	0.028	0.302	1.000	-0.297	0.847	0.996	0.808	0.945	0.119	-0.023	0.225	0.184
key_b_e	-0.014	-0.071	-0.485	0.485	-0.197	-0.044	0.021	0.036	-0.217	-0.297	1.000	0.256	0.328	0.168	0.260	0.353	0.037	-0.285	0.000
op_mode_Active	0.000	0.499	0.738	0.738	0.325	0.119	0.000	0.000	0.349	0.847	0.256	1.000	0.135	0.913	0.244	0.071	-0.010	0.237	0.158
op_mode_CD	0.000	0.000	0.000	0.000	0.309	0.162	0.000	0.000	0.198	0.996	0.328	0.135	1.000	0.000	0.000	0.000	-0.072	-0.070	0.000
op_mode_MENU	0.000	0.534	0.804	0.804	0.341	0.130	0.000	0.020	0.355	0.808	0.168	0.913	0.000	1.000	0.000	0.000	0.058	-0.203	0.144
op_mode_Power	0.000	0.029	0.000	0.000	0.211	0.096	0.000	0.079	0.305	0.945	0.260	0.244	0.000	0.000	1.000	0.000	-0.091	-0.073	0.000
op_mode_Radio	0.000	0.000	0.000	0.000	0.000	0.147	0.000	0.000	0.000	0.119	0.353	0.071	0.000	0.000	0.000	1.000	-0.017	-0.052	0.000
t_b_a	-0.061	-0.034	-0.058	0.058	-0.012	-0.200	-0.132	-0.136	-0.008	-0.023	0.037	-0.010	-0.072	0.058	-0.091	-0.017	1.000	-0.354	0.506
t_p_a	-0.018	0.047	0.305	-0.305	0.089	0.155	0.010	-0.001	0.089	0.225	-0.285	0.237	-0.070	-0.203	-0.073	-0.052	-0.354	1.000	0.816
temp	0.000	0.173	0.112	0.112	0.280	0.297	0.000	0.048	0.319	0.184	0.000	0.158	0.000	0.144	0.000	0.000	0.506	0.816	1.000

Count
Matrix

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.

First rows
Last rows

	freq	util_type	gain	temp	SwingWarning	StrikeAlert	comp_disp	disp_sig_str	t_b_a	t_p_a	bargraph	ant_mode_Peak	ant_mode_Peak+	op_mode_Active	op_mode_CD	op_mode_MENU	op_mode_Power	op_mode_Radio	Sonde_Line_Line
0	8192	5	90	31	False	False	44.2	0.0	18.4	-32.2	2.20	True	False	True	False	False	False	False	True
1	8192	5	90	31	False	False	35.6	194.0	18.8	-32.0	18.08	True	False	True	False	False	False	False	True
2	8192	5	90	31	False	False	35.0	225.4	18.8	-32.0	15.40	True	False	True	False	False	False	False	True
3	8192	5	90	31	False	False	43.8	212.8	18.8	-32.0	18.16	True	False	True	False	False	False	False	True
4	8192	5	90	31	False	False	29.8	161.4	18.6	-32.0	11.80	True	False	True	False	False	False	False	True
5	8192	5	90	31	False	False	30.8	240.2	19.0	-32.0	19.20	True	False	True	False	False	False	False	True
6	8192	5	90	31	False	False	39.0	196.4	19.0	-32.0	16.72	True	False	True	False	False	False	False	True
7	8192	5	90	31	False	False	35.8	272.8	19.0	-32.0	19.80	True	False	True	False	False	False	False	True
8	8192	5	90	31	False	False	32.8	200.8	19.0	-32.0	18.08	True	False	True	False	False	False	False	True
9	8192	5	90	31	False	False	37.4	296.8	19.0	-32.0	20.20	True	False	True	False	False	False	False	True

	freq	util_type	Ticketstart_Stopevents	gain	key_b_e	temp	SwingWarning	StrikeAlert	comp_disp	disp_sig_str	t_b_a	t_p_a	bargraph	ant_mode_Peak	ant_mode_Peak+	op_mode_Active	op_mode_CD	op_mode_MENU	op_mode_Power	op_mode_Radio	Sonde_Line_Line
665	32768	5	2	101	0	32	False	False	51.4	413.0	-2.6	13.4	33.0	True	False	False	False	True	False	False	True
666	32768	5	2	101	0	32	False	False	22.4	413.0	6.6	8.8	33.0	True	False	False	False	True	False	False	True
667	32768	5	2	101	0	32	False	False	74.0	413.0	3.2	7.0	33.0	True	False	False	False	True	False	False	True
668	32768	5	2	101	0	32	False	False	107.0	413.0	-1.6	-0.6	33.0	True	False	False	False	True	False	False	True
669	32768	5	2	101	0	32	False	False	41.0	413.0	-2.8	-2.8	33.0	True	False	False	False	True	False	False	True
670	32768	5	2	101	4	32	False	False	105.8	413.0	4.4	-10.4	33.0	True	False	False	False	True	False	False	True
671	32768	5	2	101	4	32	False	False	165.2	413.0	-2.0	-5.6	33.0	True	False	False	False	True	False	False	True
672	32768	5	2	101	4	32	False	False	162.2	413.0	7.6	-8.4	33.0	True	False	False	False	True	False	False	True
673	32768	5	2	101	0	32	False	False	156.4	413.0	-1.0	-2.8	33.0	True	False	False	False	True	False	False	True
674	32768	5	2	101	0	32	False	False	161.2	413.0	5.0	3.2	33.0	True	False	False	False	True	False	False	True

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample