Dataset statistics
Number of variables | 20 |
---|---|
Number of observations | 66 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.7 KiB |
Average record size in memory | 120.0 B |
Variable types
Categorical | 5 |
---|---|
Numeric | 9 |
Boolean | 6 |
freq has constant value "512" | Constant |
util_type has constant value "Power Transmission" | Constant |
temp has constant value "29" | Constant |
SwingWarning has constant value "False" | Constant |
StrikeAlert has constant value "False" | Constant |
ant_mode_Peak has constant value "True" | Constant |
Sonde_Line_Line has constant value "True" | Constant |
Success is highly overall correlated with Ticketstart_Stopevents | High correlation |
Ticketstart_Stopevents is highly overall correlated with Success and 5 other fields | High correlation |
bargraph is highly overall correlated with Ticketstart_Stopevents and 4 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 Ticketstart_Stopevents and 4 other fields | High correlation |
gain is highly overall correlated with op_mode_Active and 1 other fields | High correlation |
op_mode_Active is highly overall correlated with Ticketstart_Stopevents and 4 other fields | High correlation |
op_mode_MENU is highly overall correlated with Ticketstart_Stopevents and 4 other fields | High correlation |
t_p_a is highly overall correlated with Ticketstart_Stopevents and 2 other fields | High correlation |
op_mode_Active is highly imbalanced (56.1%) | Imbalance |
op_mode_MENU is highly imbalanced (56.1%) | Imbalance |
comp_disp has unique values | Unique |
depth has 56 (84.8%) zeros | Zeros |
cur has 56 (84.8%) zeros | Zeros |
key_b_e has 57 (86.4%) zeros | Zeros |
disp_sig_str has 1 (1.5%) zeros | Zeros |
t_p_a has 1 (1.5%) zeros | Zeros |
bargraph has 2 (3.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-08-27 18:34:20.256047 |
---|---|
Analysis finished | 2024-08-27 18:34:26.042999 |
Duration | 5.79 seconds |
Software version | ydata-profiling v4.8.3 |
Download configuration | config.json |
freq
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
512 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Characters and Unicode
Total characters | 198 |
---|---|
Distinct characters | 3 |
Distinct categories | 1 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 512 |
---|---|
2nd row | 512 |
3rd row | 512 |
4th row | 512 |
5th row | 512 |
Common Values
Value | Count | Frequency (%) |
512 | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
512 | 66 |
Most occurring characters
Value | Count | Frequency (%) |
5 | 66 | |
1 | 66 | |
2 | 66 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 198 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
5 | 66 | |
1 | 66 | |
2 | 66 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 198 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
5 | 66 | |
1 | 66 | |
2 | 66 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 198 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
5 | 66 | |
1 | 66 | |
2 | 66 |
util_type
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
Power Transmission |
---|
Length
Max length | 18 |
---|---|
Median length | 18 |
Mean length | 18 |
Min length | 18 |
Characters and Unicode
Total characters | 1188 |
---|---|
Distinct characters | 12 |
Distinct categories | 3 ? |
Distinct scripts | 2 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | Power Transmission |
---|---|
2nd row | Power Transmission |
3rd row | Power Transmission |
4th row | Power Transmission |
5th row | Power Transmission |
Common Values
Value | Count | Frequency (%) |
Power Transmission | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
power | 66 | |
transmission | 66 |
Most occurring characters
Value | Count | Frequency (%) |
s | 198 | |
o | 132 | |
r | 132 | |
n | 132 | |
i | 132 | |
P | 66 | 5.6% |
w | 66 | 5.6% |
e | 66 | 5.6% |
66 | 5.6% | |
T | 66 | 5.6% |
Other values (2) | 132 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 990 | |
Uppercase Letter | 132 | 11.1% |
Space Separator | 66 | 5.6% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
s | 198 | |
o | 132 | |
r | 132 | |
n | 132 | |
i | 132 | |
w | 66 | 6.7% |
e | 66 | 6.7% |
a | 66 | 6.7% |
m | 66 | 6.7% |
Uppercase Letter
Value | Count | Frequency (%) |
P | 66 | |
T | 66 |
Space Separator
Value | Count | Frequency (%) |
66 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 1122 | |
Common | 66 | 5.6% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
s | 198 | |
o | 132 | |
r | 132 | |
n | 132 | |
i | 132 | |
P | 66 | 5.9% |
w | 66 | 5.9% |
e | 66 | 5.9% |
T | 66 | 5.9% |
a | 66 | 5.9% |
Common
Value | Count | Frequency (%) |
66 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1188 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
s | 198 | |
o | 132 | |
r | 132 | |
n | 132 | |
i | 132 | |
P | 66 | 5.6% |
w | 66 | 5.6% |
e | 66 | 5.6% |
66 | 5.6% | |
T | 66 | 5.6% |
Other values (2) | 132 |
Ticketstart_Stopevents
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
1 | |
---|---|
0 | |
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Characters and Unicode
Total characters | 66 |
---|---|
Distinct characters | 3 |
Distinct categories | 1 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
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 (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
Most occurring characters
Value | Count | Frequency (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 66 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 66 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 66 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1 | 32 | |
0 | 28 | |
2 | 6 | 9.1% |
depth
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 11 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.13908779 |
Minimum | 0 |
---|---|
Maximum | 1.04388 |
Zeros | 56 |
Zeros (%) | 84.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0.971606 |
Maximum | 1.04388 |
Range | 1.04388 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.33434013 |
---|---|
Coefficient of variation (CV) | 2.4038065 |
Kurtosis | 2.3923297 |
Mean | 0.13908779 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0532655 |
Sum | 9.179794 |
Variance | 0.11178332 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 56 | |
1.04388 | 1 | 1.5% |
0.956948 | 1 | 1.5% |
0.893898 | 1 | 1.5% |
0.911289 | 1 | 1.5% |
0.976492 | 1 | 1.5% |
0.763505 | 1 | 1.5% |
1.01849 | 1 | 1.5% |
1.03427 | 1 | 1.5% |
0.705514 | 1 | 1.5% |
Value | Count | Frequency (%) |
0 | 56 | |
0.705514 | 1 | 1.5% |
0.763505 | 1 | 1.5% |
0.875508 | 1 | 1.5% |
0.893898 | 1 | 1.5% |
0.911289 | 1 | 1.5% |
0.956948 | 1 | 1.5% |
0.976492 | 1 | 1.5% |
1.01849 | 1 | 1.5% |
1.03427 | 1 | 1.5% |
Value | Count | Frequency (%) |
1.04388 | 1 | |
1.03427 | 1 | |
1.01849 | 1 | |
0.976492 | 1 | |
0.956948 | 1 | |
0.911289 | 1 | |
0.893898 | 1 | |
0.875508 | 1 | |
0.763505 | 1 | |
0.705514 | 1 |
cur
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 11 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0042524045 |
Minimum | 0 |
---|---|
Maximum | 0.0313765 |
Zeros | 56 |
Zeros (%) | 84.8% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 0.030470675 |
Maximum | 0.0313765 |
Range | 0.0313765 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 0.010204027 |
---|---|
Coefficient of variation (CV) | 2.3995898 |
Kurtosis | 2.3301906 |
Mean | 0.0042524045 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0414992 |
Sum | 0.2806587 |
Variance | 0.00010412216 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 56 | |
0.0305159 | 1 | 1.5% |
0.0313765 | 1 | 1.5% |
0.030753 | 1 | 1.5% |
0.0311449 | 1 | 1.5% |
0.024615 | 1 | 1.5% |
0.0234595 | 1 | 1.5% |
0.0258647 | 1 | 1.5% |
0.0271461 | 1 | 1.5% |
0.0254481 | 1 | 1.5% |
Value | Count | Frequency (%) |
0 | 56 | |
0.0234595 | 1 | 1.5% |
0.024615 | 1 | 1.5% |
0.0254481 | 1 | 1.5% |
0.0258647 | 1 | 1.5% |
0.0271461 | 1 | 1.5% |
0.030335 | 1 | 1.5% |
0.0305159 | 1 | 1.5% |
0.030753 | 1 | 1.5% |
0.0311449 | 1 | 1.5% |
Value | Count | Frequency (%) |
0.0313765 | 1 | |
0.0311449 | 1 | |
0.030753 | 1 | |
0.0305159 | 1 | |
0.030335 | 1 | |
0.0271461 | 1 | |
0.0258647 | 1 | |
0.0254481 | 1 | |
0.024615 | 1 | |
0.0234595 | 1 |
gain
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 10.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 67.939394 |
Minimum | 54 |
---|---|
Maximum | 78 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 54 |
---|---|
5-th percentile | 54 |
Q1 | 54 |
median | 75 |
Q3 | 77 |
95-th percentile | 78 |
Maximum | 78 |
Range | 24 |
Interquartile range (IQR) | 23 |
Descriptive statistics
Standard deviation | 10.597356 |
---|---|
Coefficient of variation (CV) | 0.1559825 |
Kurtosis | -1.7927403 |
Mean | 67.939394 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | -0.44587384 |
Sum | 4484 |
Variance | 112.30396 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
54 | 18 | |
77 | 16 | |
75 | 16 | |
78 | 7 | 10.6% |
57 | 7 | 10.6% |
76 | 1 | 1.5% |
59 | 1 | 1.5% |
Value | Count | Frequency (%) |
54 | 18 | |
57 | 7 | 10.6% |
59 | 1 | 1.5% |
75 | 16 | |
76 | 1 | 1.5% |
77 | 16 | |
78 | 7 | 10.6% |
Value | Count | Frequency (%) |
78 | 7 | 10.6% |
77 | 16 | |
76 | 1 | 1.5% |
75 | 16 | |
59 | 1 | 1.5% |
57 | 7 | 10.6% |
54 | 18 |
key_b_e
Real number (ℝ)
ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4393939 |
Minimum | 0 |
---|---|
Maximum | 64 |
Zeros | 57 |
Zeros (%) | 86.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
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 | 7.9558953 |
---|---|
Coefficient of variation (CV) | 5.5272536 |
Kurtosis | 61.377429 |
Mean | 1.4393939 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 7.7211914 |
Sum | 95 |
Variance | 63.29627 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 57 | |
4 | 4 | 6.1% |
1 | 2 | 3.0% |
8 | 1 | 1.5% |
5 | 1 | 1.5% |
64 | 1 | 1.5% |
Value | Count | Frequency (%) |
0 | 57 | |
1 | 2 | 3.0% |
4 | 4 | 6.1% |
5 | 1 | 1.5% |
8 | 1 | 1.5% |
64 | 1 | 1.5% |
Value | Count | Frequency (%) |
64 | 1 | 1.5% |
8 | 1 | 1.5% |
5 | 1 | 1.5% |
4 | 4 | 6.1% |
1 | 2 | 3.0% |
0 | 57 |
temp
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
29 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Characters and Unicode
Total characters | 132 |
---|---|
Distinct characters | 2 |
Distinct categories | 1 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 29 |
---|---|
2nd row | 29 |
3rd row | 29 |
4th row | 29 |
5th row | 29 |
Common Values
Value | Count | Frequency (%) |
29 | 66 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
29 | 66 |
Most occurring characters
Value | Count | Frequency (%) |
2 | 66 | |
9 | 66 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 132 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
2 | 66 | |
9 | 66 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 132 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
2 | 66 | |
9 | 66 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 132 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
2 | 66 | |
9 | 66 |
Success
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 660.0 B |
0 | |
---|---|
1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Characters and Unicode
Total characters | 66 |
---|---|
Distinct characters | 2 |
Distinct categories | 1 ? |
Distinct scripts | 1 ? |
Distinct blocks | 1 ? |
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 | 34 | |
1 | 32 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 34 | |
1 | 32 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 34 | |
1 | 32 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 66 |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
0 | 34 | |
1 | 32 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 66 |
Most frequent character per script
Common
Value | Count | Frequency (%) |
0 | 34 | |
1 | 32 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 66 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 34 | |
1 | 32 |
SwingWarning
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
False |
---|
Value | Count | Frequency (%) |
False | 66 |
StrikeAlert
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
False |
---|
Value | Count | Frequency (%) |
False | 66 |
comp_disp
Real number (ℝ)
UNIQUE
 
Distinct | 66 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 94.639394 |
Minimum | 4 |
---|---|
Maximum | 177.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 10.55 |
Q1 | 53.95 |
median | 94.9 |
Q3 | 140.15 |
95-th percentile | 174.1 |
Maximum | 177.4 |
Range | 173.4 |
Interquartile range (IQR) | 86.2 |
Descriptive statistics
Standard deviation | 52.778541 |
---|---|
Coefficient of variation (CV) | 0.55768047 |
Kurtosis | -1.2977607 |
Mean | 94.639394 |
Median Absolute Deviation (MAD) | 45 |
Skewness | -0.077142343 |
Sum | 6246.2 |
Variance | 2785.5744 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17.6 | 1 | 1.5% |
139.8 | 1 | 1.5% |
102.2 | 1 | 1.5% |
159.4 | 1 | 1.5% |
165 | 1 | 1.5% |
118.6 | 1 | 1.5% |
57.8 | 1 | 1.5% |
156.8 | 1 | 1.5% |
4 | 1 | 1.5% |
6.6 | 1 | 1.5% |
Other values (56) | 56 |
Value | Count | Frequency (%) |
4 | 1 | |
6.6 | 1 | |
9.6 | 1 | |
10.2 | 1 | |
11.6 | 1 | |
17.6 | 1 | |
18.6 | 1 | |
20.4 | 1 | |
21 | 1 | |
34.6 | 1 |
Value | Count | Frequency (%) |
177.4 | 1 | |
175.8 | 1 | |
174.4 | 1 | |
174.2 | 1 | |
173.8 | 1 | |
165 | 1 | |
163.8 | 1 | |
159.4 | 1 | |
158.4 | 1 | |
156.8 | 1 |
disp_sig_str
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 61 |
---|---|
Distinct (%) | 92.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 373.58182 |
Minimum | 0 |
---|---|
Maximum | 999 |
Zeros | 1 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 10.95 |
Q1 | 123.55 |
median | 418.6 |
Q3 | 518.9 |
95-th percentile | 775.2 |
Maximum | 999 |
Range | 999 |
Interquartile range (IQR) | 395.35 |
Descriptive statistics
Standard deviation | 258.23222 |
---|---|
Coefficient of variation (CV) | 0.69123336 |
Kurtosis | -0.4221925 |
Mean | 373.58182 |
Median Absolute Deviation (MAD) | 162.3 |
Skewness | 0.23886575 |
Sum | 24656.4 |
Variance | 66683.878 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
464 | 6 | 9.1% |
382.8 | 1 | 1.5% |
642.6 | 1 | 1.5% |
520.6 | 1 | 1.5% |
415.4 | 1 | 1.5% |
252.4 | 1 | 1.5% |
513.8 | 1 | 1.5% |
489.8 | 1 | 1.5% |
354.4 | 1 | 1.5% |
169.8 | 1 | 1.5% |
Other values (51) | 51 |
Value | Count | Frequency (%) |
0 | 1 | |
1.8 | 1 | |
4.8 | 1 | |
9.6 | 1 | |
15 | 1 | |
17.2 | 1 | |
22.2 | 1 | |
29.8 | 1 | |
33.6 | 1 | |
35.2 | 1 |
Value | Count | Frequency (%) |
999 | 1 | |
991.6 | 1 | |
920.6 | 1 | |
787.4 | 1 | |
738.6 | 1 | |
673.8 | 1 | |
665.2 | 1 | |
658.2 | 1 | |
648.2 | 1 | |
642.6 | 1 |
t_b_a
Real number (ℝ)
Distinct | 54 |
---|---|
Distinct (%) | 81.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0484848 |
Minimum | -16.4 |
---|---|
Maximum | 19 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 21 |
Negative (%) | 31.8% |
Memory size | 660.0 B |
Quantile statistics
Minimum | -16.4 |
---|---|
5-th percentile | -8.7 |
Q1 | -1.35 |
median | 4 |
Q3 | 7.5 |
95-th percentile | 15.15 |
Maximum | 19 |
Range | 35.4 |
Interquartile range (IQR) | 8.85 |
Descriptive statistics
Standard deviation | 7.2026543 |
---|---|
Coefficient of variation (CV) | 2.3626997 |
Kurtosis | 0.42971082 |
Mean | 3.0484848 |
Median Absolute Deviation (MAD) | 4.7 |
Skewness | -0.36342842 |
Sum | 201.2 |
Variance | 51.878228 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
-3.2 | 3 | 4.5% |
8.6 | 2 | 3.0% |
7.2 | 2 | 3.0% |
16 | 2 | 3.0% |
3 | 2 | 3.0% |
5.8 | 2 | 3.0% |
1.2 | 2 | 3.0% |
6 | 2 | 3.0% |
4.2 | 2 | 3.0% |
7.6 | 2 | 3.0% |
Other values (44) | 45 |
Value | Count | Frequency (%) |
-16.4 | 1 | |
-16 | 1 | |
-11.2 | 1 | |
-9.2 | 1 | |
-7.2 | 1 | |
-6 | 1 | |
-5.4 | 1 | |
-4.8 | 1 | |
-4.4 | 1 | |
-4 | 1 |
Value | Count | Frequency (%) |
19 | 1 | |
16.2 | 1 | |
16 | 2 | |
12.6 | 1 | |
12.2 | 1 | |
11.8 | 1 | |
10.6 | 1 | |
10.4 | 1 | |
10.2 | 1 | |
9.6 | 1 |
t_p_a
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 49 |
---|---|
Distinct (%) | 74.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.8242424 |
Minimum | -10.4 |
---|---|
Maximum | 16 |
Zeros | 1 |
Zeros (%) | 1.5% |
Negative | 28 |
Negative (%) | 42.4% |
Memory size | 660.0 B |
Quantile statistics
Minimum | -10.4 |
---|---|
5-th percentile | -5.6 |
Q1 | -2.55 |
median | 1.2 |
Q3 | 4.5 |
95-th percentile | 13.4 |
Maximum | 16 |
Range | 26.4 |
Interquartile range (IQR) | 7.05 |
Descriptive statistics
Standard deviation | 5.7007978 |
---|---|
Coefficient of variation (CV) | 3.1250221 |
Kurtosis | -0.027556051 |
Mean | 1.8242424 |
Median Absolute Deviation (MAD) | 3.7 |
Skewness | 0.57802466 |
Sum | 120.4 |
Variance | 32.499096 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.2 | 4 | 6.1% |
1.2 | 3 | 4.5% |
-3.2 | 3 | 4.5% |
3.4 | 3 | 4.5% |
3.6 | 2 | 3.0% |
-4.4 | 2 | 3.0% |
-1.8 | 2 | 3.0% |
-1.6 | 2 | 3.0% |
1.8 | 2 | 3.0% |
-0.2 | 2 | 3.0% |
Other values (39) | 41 |
Value | Count | Frequency (%) |
-10.4 | 1 | 1.5% |
-6.8 | 1 | 1.5% |
-6 | 1 | 1.5% |
-5.8 | 1 | 1.5% |
-5 | 1 | 1.5% |
-4.8 | 1 | 1.5% |
-4.4 | 2 | |
-4 | 2 | |
-3.6 | 1 | 1.5% |
-3.2 | 3 |
Value | Count | Frequency (%) |
16 | 1 | |
14.2 | 2 | |
13.8 | 1 | |
12.2 | 1 | |
11.6 | 1 | |
10.6 | 1 | |
9 | 1 | |
8.6 | 1 | |
8.4 | 1 | |
8 | 1 |
bargraph
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 57 |
---|---|
Distinct (%) | 86.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 29.591515 |
Minimum | 0 |
---|---|
Maximum | 79 |
Zeros | 2 |
Zeros (%) | 3.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 660.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.99 |
Q1 | 11.07 |
median | 32.66 |
Q3 | 42.53 |
95-th percentile | 61.41 |
Maximum | 79 |
Range | 79 |
Interquartile range (IQR) | 31.46 |
Descriptive statistics
Standard deviation | 20.580441 |
---|---|
Coefficient of variation (CV) | 0.69548452 |
Kurtosis | -0.4167654 |
Mean | 29.591515 |
Median Absolute Deviation (MAD) | 16.94 |
Skewness | 0.28113319 |
Sum | 1953.04 |
Variance | 423.55454 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35 | 6 | 9.1% |
79 | 2 | 3.0% |
53.04 | 2 | 3.0% |
0 | 2 | 3.0% |
42.68 | 2 | 3.0% |
20.4 | 1 | 1.5% |
29.68 | 1 | 1.5% |
32.32 | 1 | 1.5% |
26.44 | 1 | 1.5% |
41.08 | 1 | 1.5% |
Other values (47) | 47 |
Value | Count | Frequency (%) |
0 | 2 | |
0.08 | 1 | |
0.96 | 1 | |
1.08 | 1 | |
1.16 | 1 | |
1.36 | 1 | |
1.48 | 1 | |
2.56 | 1 | |
2.8 | 1 | |
4 | 1 |
Value | Count | Frequency (%) |
79 | 2 | |
74.4 | 1 | |
62.64 | 1 | |
57.72 | 1 | |
53.04 | 2 | |
52.44 | 1 | |
52.16 | 1 | |
51.12 | 1 | |
50.92 | 1 | |
50.8 | 1 |
ant_mode_Peak
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
True |
---|
Value | Count | Frequency (%) |
True | 66 |
op_mode_Active
Boolean
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
True | |
---|---|
False | 6 |
Value | Count | Frequency (%) |
True | 60 | |
False | 6 | 9.1% |
op_mode_MENU
Boolean
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
False | |
---|---|
True | 6 |
Value | Count | Frequency (%) |
False | 60 | |
True | 6 | 9.1% |
Sonde_Line_Line
Boolean
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 198.0 B |
True |
---|
Value | Count | Frequency (%) |
True | 66 |
Success | Ticketstart_Stopevents | bargraph | comp_disp | cur | depth | disp_sig_str | gain | key_b_e | op_mode_Active | op_mode_MENU | t_b_a | t_p_a | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Success | 1.000 | 0.992 | 0.500 | 0.181 | 0.159 | 0.172 | 0.498 | 0.393 | 0.048 | 0.223 | 0.223 | 0.104 | -0.429 |
Ticketstart_Stopevents | 0.992 | 1.000 | 0.519 | 0.268 | 0.030 | 0.041 | 0.545 | 0.183 | 0.193 | 0.992 | 0.992 | 0.140 | -0.723 |
bargraph | 0.500 | 0.519 | 1.000 | 0.448 | 0.393 | 0.376 | 0.949 | 0.462 | 0.228 | 0.502 | 0.502 | -0.066 | -0.506 |
comp_disp | 0.181 | 0.268 | 0.448 | 1.000 | 0.075 | 0.030 | 0.445 | 0.272 | -0.076 | 0.286 | 0.286 | -0.413 | -0.338 |
cur | 0.159 | 0.030 | 0.393 | 0.075 | 1.000 | 0.993 | 0.407 | 0.259 | 0.195 | 0.000 | 0.000 | -0.061 | -0.102 |
depth | 0.172 | 0.041 | 0.376 | 0.030 | 0.993 | 1.000 | 0.390 | 0.255 | 0.207 | 0.000 | 0.000 | -0.033 | -0.121 |
disp_sig_str | 0.498 | 0.545 | 0.949 | 0.445 | 0.407 | 0.390 | 1.000 | 0.468 | 0.248 | 0.502 | 0.502 | -0.103 | -0.556 |
gain | 0.393 | 0.183 | 0.462 | 0.272 | 0.259 | 0.255 | 0.468 | 1.000 | 0.080 | 0.891 | 0.891 | -0.167 | -0.406 |
key_b_e | 0.048 | 0.193 | 0.228 | -0.076 | 0.195 | 0.207 | 0.248 | 0.080 | 1.000 | 0.355 | 0.355 | -0.172 | -0.291 |
op_mode_Active | 0.223 | 0.992 | 0.502 | 0.286 | 0.000 | 0.000 | 0.502 | 0.891 | 0.355 | 1.000 | 0.907 | -0.059 | 0.423 |
op_mode_MENU | 0.223 | 0.992 | 0.502 | 0.286 | 0.000 | 0.000 | 0.502 | 0.891 | 0.355 | 0.907 | 1.000 | 0.059 | -0.423 |
t_b_a | 0.104 | 0.140 | -0.066 | -0.413 | -0.061 | -0.033 | -0.103 | -0.167 | -0.172 | -0.059 | 0.059 | 1.000 | 0.046 |
t_p_a | -0.429 | -0.723 | -0.506 | -0.338 | -0.102 | -0.121 | -0.556 | -0.406 | -0.291 | 0.423 | -0.423 | 0.046 | 1.000 |
freq | util_type | Ticketstart_Stopevents | depth | cur | gain | key_b_e | temp | Success | SwingWarning | StrikeAlert | comp_disp | disp_sig_str | t_b_a | t_p_a | bargraph | ant_mode_Peak | op_mode_Active | op_mode_MENU | Sonde_Line_Line | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 17.6 | 22.2 | -3.4 | 3.6 | 0.96 | True | True | False | True |
1 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 137.4 | 58.0 | -3.2 | 9.0 | 5.44 | True | True | False | True |
2 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 91.6 | 67.4 | 2.4 | 5.8 | 4.00 | True | True | False | True |
3 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 146.8 | 318.6 | 5.6 | 8.6 | 35.40 | True | True | False | True |
4 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 46.0 | 328.4 | 7.6 | 10.6 | 15.32 | True | True | False | True |
5 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 62.0 | 17.2 | 9.0 | 8.0 | 1.36 | True | True | False | True |
6 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 52.4 | 77.0 | 6.8 | 11.6 | 5.24 | True | True | False | True |
7 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 66.6 | 4.8 | 6.2 | 12.2 | 0.08 | True | True | False | True |
8 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 66.2 | 0.0 | 7.2 | 14.2 | 0.00 | True | True | False | True |
9 | 512 | Power Transmission | 0 | 0.0 | 0.0 | 54 | 0 | 29 | 0 | False | False | 46.2 | 40.0 | 5.0 | 14.2 | 6.36 | True | True | False | True |
freq | util_type | Ticketstart_Stopevents | depth | cur | gain | key_b_e | temp | Success | SwingWarning | StrikeAlert | comp_disp | disp_sig_str | t_b_a | t_p_a | bargraph | ant_mode_Peak | op_mode_Active | op_mode_MENU | Sonde_Line_Line | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56 | 512 | Power Transmission | 1 | 0.0 | 0.0 | 75 | 0 | 29 | 1 | False | False | 158.4 | 920.6 | -3.0 | -3.0 | 79.0 | True | True | False | True |
57 | 512 | Power Transmission | 1 | 0.0 | 0.0 | 75 | 0 | 29 | 1 | False | False | 142.0 | 999.0 | -1.8 | -2.8 | 79.0 | True | True | False | True |
58 | 512 | Power Transmission | 1 | 0.0 | 0.0 | 59 | 4 | 29 | 1 | False | False | 140.0 | 991.6 | 0.6 | -1.6 | 74.4 | True | True | False | True |
59 | 512 | Power Transmission | 1 | 0.0 | 0.0 | 57 | 5 | 29 | 1 | False | False | 140.2 | 508.4 | -4.4 | -4.0 | 37.2 | True | True | False | True |
60 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 1 | 29 | 0 | False | False | 142.8 | 464.0 | 0.8 | -10.4 | 35.0 | True | False | True | True |
61 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 0 | 29 | 0 | False | False | 135.8 | 464.0 | 5.8 | -6.0 | 35.0 | True | False | True | True |
62 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 0 | 29 | 0 | False | False | 119.2 | 464.0 | 10.4 | -3.2 | 35.0 | True | False | True | True |
63 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 0 | 29 | 0 | False | False | 98.2 | 464.0 | 19.0 | -5.8 | 35.0 | True | False | True | True |
64 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 0 | 29 | 0 | False | False | 125.6 | 464.0 | -3.2 | -0.6 | 35.0 | True | False | True | True |
65 | 512 | Power Transmission | 2 | 0.0 | 0.0 | 57 | 64 | 29 | 0 | False | False | 113.2 | 464.0 | -0.8 | -6.8 | 35.0 | True | False | True | True |