Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 186 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 147.0 B |
Variable types
| Categorical | 10 |
|---|---|
| Numeric | 6 |
| Boolean | 12 |
has_materialtype has constant value "True" | Constant |
material_id has a high cardinality: 1230 distinct values | High cardinality |
material_group has a high cardinality: 132 distinct values | High cardinality |
material_group.1 has a high cardinality: 149 distinct values | High cardinality |
part_desc has a high cardinality: 8301 distinct values | High cardinality |
Date has a high cardinality: 336 distinct values | High cardinality |
m_weight is highly correlated with area1 and 1 other fields | High correlation |
has_coatings.1 is highly correlated with has_matlspecs.1 | High correlation |
has_matlspecs.1 is highly correlated with has_coatings.1 | High correlation |
area1 is highly correlated with m_weight and 1 other fields | High correlation |
area2 is highly correlated with m_weight and 1 other fields | High correlation |
area3 is highly correlated with area4 | High correlation |
area4 is highly correlated with area3 | High correlation |
m_weight is highly correlated with area2 | High correlation |
has_coatings.1 is highly correlated with has_matlspecs.1 | High correlation |
has_matlspecs.1 is highly correlated with has_coatings.1 | High correlation |
area1 is highly correlated with area2 | High correlation |
area2 is highly correlated with m_weight and 1 other fields | High correlation |
area3 is highly correlated with area4 | High correlation |
area4 is highly correlated with area3 | High correlation |
has_coatings.1 is highly correlated with has_matlspecs.1 | High correlation |
has_matlspecs.1 is highly correlated with has_coatings.1 | High correlation |
area1 is highly correlated with area2 | High correlation |
area2 is highly correlated with area1 | High correlation |
area3 is highly correlated with area4 | High correlation |
area4 is highly correlated with area3 | High correlation |
has_coatings.1 is highly correlated with has_matlspecs.1 and 1 other fields | High correlation |
qty_replaced is highly correlated with has_materialtype | High correlation |
has_matlspecs.1 is highly correlated with has_coatings.1 and 1 other fields | High correlation |
has_qspecs is highly correlated with has_materialtype | High correlation |
has_weldspecs is highly correlated with has_materialtype | High correlation |
surface_matl is highly correlated with has_materialtype | High correlation |
surface_matl.1 is highly correlated with has_materialtype | High correlation |
rig_plant is highly correlated with has_materialtype | High correlation |
has_coatings is highly correlated with has_materialtype | High correlation |
has_qspecs.1 is highly correlated with has_materialtype | High correlation |
has_documents is highly correlated with has_materialtype | High correlation |
has_weldspecs.1 is highly correlated with has_materialtype | High correlation |
material_type is highly correlated with has_materialtype | High correlation |
has_materialtype is highly correlated with has_coatings.1 and 15 other fields | High correlation |
material_type.1 is highly correlated with has_materialtype | High correlation |
has_matlspecs is highly correlated with has_materialtype | High correlation |
has_documents.1 is highly correlated with has_materialtype | High correlation |
m_weight is highly correlated with area1 and 1 other fields | High correlation |
has_coatings.1 is highly correlated with has_matlspecs.1 | High correlation |
has_matlspecs.1 is highly correlated with has_coatings.1 | High correlation |
has_weldspecs.1 is highly correlated with area4 | High correlation |
area1 is highly correlated with m_weight and 1 other fields | High correlation |
area2 is highly correlated with m_weight and 1 other fields | High correlation |
area3 is highly correlated with area4 | High correlation |
area4 is highly correlated with has_weldspecs.1 and 1 other fields | High correlation |
part_desc is uniformly distributed | Uniform |
weight has 313 (3.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-09 13:53:22.548177 |
|---|---|
| Analysis finished | 2022-06-09 13:53:31.909940 |
| Duration | 9.36 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 1230 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 78.2 KiB |
| M1111114811 | 144 |
|---|---|
| M1111133284 | 135 |
| M1111181242 | 101 |
| M182878 | 97 |
| M1111145389 | 95 |
| Other values (1225) |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 10.35460638 |
| Min length | 7 |
Characters and Unicode
| Total characters | 103515 |
|---|---|
| Distinct characters | 12 |
| 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 | 272 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | 18-151-111 |
|---|---|
| 2nd row | 18-151-111 |
| 3rd row | 18-187-411 |
| 4th row | 18-187-411 |
| 5th row | 18-222-291 |
Common Values
| Value | Count | Frequency (%) |
| M1111114811 | 144 | 1.4% |
| M1111133284 | 135 | 1.4% |
| M1111181242 | 101 | 1.0% |
| M182878 | 97 | 1.0% |
| M1111145389 | 95 | 0.9% |
| M1111126145 | 93 | 0.9% |
| M151323 | 89 | 0.9% |
| M1111142726 | 88 | 0.9% |
| M1111161879 | 84 | 0.8% |
| M1111131151 | 80 | 0.8% |
| Other values (1220) | 8991 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| m1111114811 | 144 | 1.4% |
| m1111133284 | 135 | 1.4% |
| m1111181242 | 101 | 1.0% |
| m182878 | 97 | 1.0% |
| m1111145389 | 95 | 1.0% |
| m1111126145 | 93 | 0.9% |
| m151323 | 89 | 0.9% |
| m1111142726 | 88 | 0.9% |
| m1111161879 | 84 | 0.8% |
| m1111131151 | 80 | 0.8% |
| Other values (1220) | 8991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 52052 | |
| M | 9845 | 9.5% |
| 2 | 5848 | 5.6% |
| 4 | 5567 | 5.4% |
| 5 | 5191 | 5.0% |
| 7 | 5174 | 5.0% |
| 3 | 5127 | 5.0% |
| 8 | 4698 | 4.5% |
| 9 | 4581 | 4.4% |
| 6 | 4320 | 4.2% |
| Other values (2) | 1112 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 92558 | |
| Uppercase Letter | 9883 | 9.5% |
| Dash Punctuation | 1074 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 52052 | |
| 2 | 5848 | 6.3% |
| 4 | 5567 | 6.0% |
| 5 | 5191 | 5.6% |
| 7 | 5174 | 5.6% |
| 3 | 5127 | 5.5% |
| 8 | 4698 | 5.1% |
| 9 | 4581 | 4.9% |
| 6 | 4320 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 9845 | |
| D | 38 | 0.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1074 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 93632 | |
| Latin | 9883 | 9.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 52052 | |
| 2 | 5848 | 6.2% |
| 4 | 5567 | 5.9% |
| 5 | 5191 | 5.5% |
| 7 | 5174 | 5.5% |
| 3 | 5127 | 5.5% |
| 8 | 4698 | 5.0% |
| 9 | 4581 | 4.9% |
| 6 | 4320 | 4.6% |
| - | 1074 | 1.1% |
Latin
| Value | Count | Frequency (%) |
| M | 9845 | |
| D | 38 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 103515 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 52052 | |
| M | 9845 | 9.5% |
| 2 | 5848 | 5.6% |
| 4 | 5567 | 5.4% |
| 5 | 5191 | 5.0% |
| 7 | 5174 | 5.0% |
| 3 | 5127 | 5.0% |
| 8 | 4698 | 4.5% |
| 9 | 4581 | 4.4% |
| 6 | 4320 | 4.2% |
| Other values (2) | 1112 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| ZW1S0 | |
|---|---|
| EWHG |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.8571 |
| Min length | 4 |
Characters and Unicode
| Total characters | 48571 |
|---|---|
| Distinct characters | 8 |
| 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 | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ZW1S0 |
|---|---|
| 2nd row | ZW1S0 |
| 3rd row | ZW1S0 |
| 4th row | ZW1S0 |
| 5th row | EWHG |
Common Values
| Value | Count | Frequency (%) |
| ZW1S0 | 8571 | |
| EWHG | 1429 | 14.3% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| zw1s0 | 8571 | |
| ewhg | 1429 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 10000 | |
| Z | 8571 | |
| 1 | 8571 | |
| S | 8571 | |
| 0 | 8571 | |
| E | 1429 | 2.9% |
| H | 1429 | 2.9% |
| G | 1429 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 31429 | |
| Decimal Number | 17142 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 10000 | |
| Z | 8571 | |
| S | 8571 | |
| E | 1429 | 4.5% |
| H | 1429 | 4.5% |
| G | 1429 | 4.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8571 | |
| 0 | 8571 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31429 | |
| Common | 17142 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 10000 | |
| Z | 8571 | |
| S | 8571 | |
| E | 1429 | 4.5% |
| H | 1429 | 4.5% |
| G | 1429 | 4.5% |
Common
| Value | Count | Frequency (%) |
| 1 | 8571 | |
| 0 | 8571 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48571 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 10000 | |
| Z | 8571 | |
| 1 | 8571 | |
| S | 8571 | |
| 0 | 8571 | |
| E | 1429 | 2.9% |
| H | 1429 | 2.9% |
| G | 1429 | 2.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| 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 | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5656 | |
| 0 | 4344 |
| Distinct | 973 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 90 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43144.16178 |
| Minimum | 0 |
|---|---|
| Maximum | 325000 |
| Zeros | 56 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 127 |
| Q1 | 1803 |
| median | 14868.5 |
| Q3 | 89722 |
| 95-th percentile | 103300 |
| Maximum | 325000 |
| Range | 325000 |
| Interquartile range (IQR) | 87919 |
Descriptive statistics
| Standard deviation | 44161.50452 |
|---|---|
| Coefficient of variation (CV) | 1.023580079 |
| Kurtosis | -0.831130803 |
| Mean | 43144.16178 |
| Median Absolute Deviation (MAD) | 14770.5 |
| Skewness | 0.4405112038 |
| Sum | 427558643.3 |
| Variance | 1950238482 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102000 | 259 | 2.6% |
| 95350 | 162 | 1.6% |
| 88900 | 144 | 1.4% |
| 97852 | 135 | 1.4% |
| 101500 | 119 | 1.2% |
| 68100 | 101 | 1.0% |
| 84000 | 97 | 1.0% |
| 107435 | 95 | 0.9% |
| 100210 | 95 | 0.9% |
| 105600 | 93 | 0.9% |
| Other values (963) | 8610 | |
| (Missing) | 90 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 2.2 | 3 | < 0.1% |
| 2.35 | 2 | < 0.1% |
| 4.3 | 1 | < 0.1% |
| 5 | 7 | 0.1% |
| 6 | 1 | < 0.1% |
| 8.7 | 2 | < 0.1% |
| 10 | 6 | 0.1% |
| 10.001 | 2 | < 0.1% |
| 10.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 325000 | 5 | 0.1% |
| 196297 | 9 | 0.1% |
| 140500 | 19 | 0.2% |
| 116569 | 31 | 0.3% |
| 116250 | 47 | |
| 107435 | 95 | |
| 105826 | 17 | 0.2% |
| 105600 | 93 | |
| 105464 | 15 | 0.1% |
| 104557 | 49 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| HALB | |
|---|---|
| 90 | |
| ROH | 47 |
| FERT | 32 |
| ZCOP | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9683 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39683 |
|---|---|
| Distinct characters | 13 |
| 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 | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HALB |
|---|---|
| 2nd row | HALB |
| 3rd row | HALB |
| 4th row | HALB |
| 5th row | HALB |
Common Values
| Value | Count | Frequency (%) |
| HALB | 9828 | |
| 90 | 0.9% | |
| ROH | 47 | 0.5% |
| FERT | 32 | 0.3% |
| ZCOP | 3 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| halb | 9828 | |
| roh | 47 | 0.5% |
| fert | 32 | 0.3% |
| zcop | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 9875 | |
| A | 9828 | |
| L | 9828 | |
| B | 9828 | |
| 90 | 0.2% | |
| R | 79 | 0.2% |
| O | 50 | 0.1% |
| F | 32 | 0.1% |
| E | 32 | 0.1% |
| T | 32 | 0.1% |
| Other values (3) | 9 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39593 | |
| Space Separator | 90 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 9875 | |
| A | 9828 | |
| L | 9828 | |
| B | 9828 | |
| R | 79 | 0.2% |
| O | 50 | 0.1% |
| F | 32 | 0.1% |
| E | 32 | 0.1% |
| T | 32 | 0.1% |
| Z | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 90 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39593 | |
| Common | 90 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 9875 | |
| A | 9828 | |
| L | 9828 | |
| B | 9828 | |
| R | 79 | 0.2% |
| O | 50 | 0.1% |
| F | 32 | 0.1% |
| E | 32 | 0.1% |
| T | 32 | 0.1% |
| Z | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| 90 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39683 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| H | 9875 | |
| A | 9828 | |
| L | 9828 | |
| B | 9828 | |
| 90 | 0.2% | |
| R | 79 | 0.2% |
| O | 50 | 0.1% |
| F | 32 | 0.1% |
| E | 32 | 0.1% |
| T | 32 | 0.1% |
| Other values (3) | 9 | < 0.1% |
| Distinct | 132 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 90 |
| Missing (%) | 0.9% |
| Memory size | 78.2 KiB |
| A-A05-SWA | |
|---|---|
| 99 | |
| A-S22-TRW | |
| 9999 | |
| M-T03-UWA | |
| Other values (127) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.376185671 |
| Min length | 2 |
Characters and Unicode
| Total characters | 73098 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| 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 (%) | 0.2% |
Sample
| 1st row | M-T03-UWA |
|---|---|
| 2nd row | M-T03-UWA |
| 3rd row | 99 |
| 4th row | 99 |
| 5th row | 9999 |
Common Values
| Value | Count | Frequency (%) |
| A-A05-SWA | 2130 | |
| 99 | 1862 | |
| A-S22-TRW | 803 | 8.0% |
| 9999 | 611 | 6.1% |
| M-T03-UWA | 425 | 4.2% |
| M-C02-00A | 353 | 3.5% |
| A-S15-TRS | 314 | 3.1% |
| A-T03-RUN | 266 | 2.7% |
| M-H02-THA | 234 | 2.3% |
| M-H03-HAA | 227 | 2.3% |
| Other values (122) | 2685 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| a-a05-swa | 2130 | |
| 99 | 1862 | |
| a-s22-trw | 803 | 8.1% |
| 9999 | 611 | 6.2% |
| m-t03-uwa | 425 | 4.3% |
| m-c02-00a | 353 | 3.6% |
| a-s15-trs | 314 | 3.2% |
| a-t03-run | 266 | 2.7% |
| m-h02-tha | 234 | 2.4% |
| m-h03-haa | 227 | 2.3% |
| Other values (123) | 2688 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 14871 | |
| A | 11555 | |
| 0 | 8462 | |
| 9 | 6171 | |
| S | 4516 | 6.2% |
| W | 3726 | 5.1% |
| T | 3053 | 4.2% |
| 5 | 2640 | 3.6% |
| M | 2509 | 3.4% |
| 2 | 2320 | 3.2% |
| Other values (28) | 13275 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 34973 | |
| Decimal Number | 23251 | |
| Dash Punctuation | 14871 | |
| Space Separator | 3 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 11555 | |
| S | 4516 | 12.9% |
| W | 3726 | 10.7% |
| T | 3053 | 8.7% |
| M | 2509 | 7.2% |
| H | 1895 | 5.4% |
| R | 1790 | 5.1% |
| C | 1109 | 3.2% |
| U | 816 | 2.3% |
| O | 727 | 2.1% |
| Other values (16) | 3277 | 9.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8462 | |
| 9 | 6171 | |
| 5 | 2640 | 11.4% |
| 2 | 2320 | 10.0% |
| 3 | 1729 | 7.4% |
| 1 | 1496 | 6.4% |
| 4 | 417 | 1.8% |
| 8 | 10 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14871 |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38125 | |
| Latin | 34973 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 11555 | |
| S | 4516 | 12.9% |
| W | 3726 | 10.7% |
| T | 3053 | 8.7% |
| M | 2509 | 7.2% |
| H | 1895 | 5.4% |
| R | 1790 | 5.1% |
| C | 1109 | 3.2% |
| U | 816 | 2.3% |
| O | 727 | 2.1% |
| Other values (16) | 3277 | 9.4% |
Common
| Value | Count | Frequency (%) |
| - | 14871 | |
| 0 | 8462 | |
| 9 | 6171 | |
| 5 | 2640 | 6.9% |
| 2 | 2320 | 6.1% |
| 3 | 1729 | 4.5% |
| 1 | 1496 | 3.9% |
| 4 | 417 | 1.1% |
| 8 | 10 | < 0.1% |
| 6 | 5 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73098 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 14871 | |
| A | 11555 | |
| 0 | 8462 | |
| 9 | 6171 | |
| S | 4516 | 6.2% |
| W | 3726 | 5.1% |
| T | 3053 | 4.2% |
| 5 | 2640 | 3.6% |
| M | 2509 | 3.4% |
| 2 | 2320 | 3.2% |
| Other values (28) | 13275 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 5445 | |
| False | 4555 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 78.2 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 3 |
| Value | Count | Frequency (%) |
| False | 8625 | |
| True | 1372 | 13.7% |
| (Missing) | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True | |
|---|---|
| False | 518 |
| Value | Count | Frequency (%) |
| True | 9482 | |
| False | 518 | 5.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True | 28 |
| Value | Count | Frequency (%) |
| False | 9972 | |
| True | 28 | 0.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| FALSE | |
|---|---|
| TRUE | 14 |
| ? | 2 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9978 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49978 |
|---|---|
| Distinct characters | 9 |
| 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 | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | FALSE |
|---|---|
| 2nd row | FALSE |
| 3rd row | FALSE |
| 4th row | FALSE |
| 5th row | FALSE |
Common Values
| Value | Count | Frequency (%) |
| FALSE | 9984 | |
| TRUE | 14 | 0.1% |
| ? | 2 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| false | 9984 | |
| true | 14 | 0.1% |
| 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 9998 | |
| F | 9984 | |
| A | 9984 | |
| L | 9984 | |
| S | 9984 | |
| T | 14 | < 0.1% |
| R | 14 | < 0.1% |
| U | 14 | < 0.1% |
| ? | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 49976 | |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 9998 | |
| F | 9984 | |
| A | 9984 | |
| L | 9984 | |
| S | 9984 | |
| T | 14 | < 0.1% |
| R | 14 | < 0.1% |
| U | 14 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49976 | |
| Common | 2 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 9998 | |
| F | 9984 | |
| A | 9984 | |
| L | 9984 | |
| S | 9984 | |
| T | 14 | < 0.1% |
| R | 14 | < 0.1% |
| U | 14 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| ? | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49978 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 9998 | |
| F | 9984 | |
| A | 9984 | |
| L | 9984 | |
| S | 9984 | |
| T | 14 | < 0.1% |
| R | 14 | < 0.1% |
| U | 14 | < 0.1% |
| ? | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True | 800 |
| Value | Count | Frequency (%) |
| False | 9200 | |
| True | 800 | 8.0% |
| Distinct | 629 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.9274899 |
| Minimum | 0 |
|---|---|
| Maximum | 11355 |
| Zeros | 313 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.1 |
| median | 0.3 |
| Q3 | 2 |
| 95-th percentile | 95.3 |
| Maximum | 11355 |
| Range | 11355 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 299.3141348 |
|---|---|
| Coefficient of variation (CV) | 7.496442564 |
| Kurtosis | 576.1314944 |
| Mean | 39.9274899 |
| Median Absolute Deviation (MAD) | 0.28 |
| Skewness | 19.94402167 |
| Sum | 399274.899 |
| Variance | 89588.95127 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1 | 1956 | |
| 0.01 | 561 | 5.6% |
| 0.2 | 509 | 5.1% |
| 0.5 | 436 | 4.4% |
| 1 | 428 | 4.3% |
| 0.22 | 389 | 3.9% |
| 0 | 313 | 3.1% |
| 0.3 | 208 | 2.1% |
| 2 | 200 | 2.0% |
| 0.4 | 188 | 1.9% |
| Other values (619) | 4812 |
| Value | Count | Frequency (%) |
| 0 | 313 | |
| 0.003 | 4 | < 0.1% |
| 0.004 | 2 | < 0.1% |
| 0.009 | 2 | < 0.1% |
| 0.01 | 561 | |
| 0.011 | 1 | < 0.1% |
| 0.02 | 119 | 1.2% |
| 0.025 | 3 | < 0.1% |
| 0.03 | 111 | 1.1% |
| 0.04 | 90 | 0.9% |
| Value | Count | Frequency (%) |
| 11355 | 1 | |
| 10194 | 2 | |
| 8226 | 1 | |
| 5820 | 1 | |
| 4454 | 1 | |
| 4433 | 1 | |
| 4400 | 1 | |
| 4340 | 1 | |
| 4000 | 1 | |
| 3744 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| HALB | |
|---|---|
| ROH | 78 |
| ZCOP | 35 |
| FERT | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9922 |
| Min length | 3 |
Characters and Unicode
| Total characters | 39922 |
|---|---|
| Distinct characters | 12 |
| 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 | HALB |
|---|---|
| 2nd row | HALB |
| 3rd row | HALB |
| 4th row | HALB |
| 5th row | HALB |
Common Values
| Value | Count | Frequency (%) |
| HALB | 9884 | |
| ROH | 78 | 0.8% |
| ZCOP | 35 | 0.4% |
| FERT | 3 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| halb | 9884 | |
| roh | 78 | 0.8% |
| zcop | 35 | 0.4% |
| fert | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 9962 | |
| A | 9884 | |
| L | 9884 | |
| B | 9884 | |
| O | 113 | 0.3% |
| R | 81 | 0.2% |
| Z | 35 | 0.1% |
| C | 35 | 0.1% |
| P | 35 | 0.1% |
| F | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39922 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 9962 | |
| A | 9884 | |
| L | 9884 | |
| B | 9884 | |
| O | 113 | 0.3% |
| R | 81 | 0.2% |
| Z | 35 | 0.1% |
| C | 35 | 0.1% |
| P | 35 | 0.1% |
| F | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39922 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 9962 | |
| A | 9884 | |
| L | 9884 | |
| B | 9884 | |
| O | 113 | 0.3% |
| R | 81 | 0.2% |
| Z | 35 | 0.1% |
| C | 35 | 0.1% |
| P | 35 | 0.1% |
| F | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39922 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| H | 9962 | |
| A | 9884 | |
| L | 9884 | |
| B | 9884 | |
| O | 113 | 0.3% |
| R | 81 | 0.2% |
| Z | 35 | 0.1% |
| C | 35 | 0.1% |
| P | 35 | 0.1% |
| F | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
| Distinct | 149 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| O-F03-000 | |
|---|---|
| O-S04-ST0 | |
| O-F02-000 | |
| F-S04-STA | |
| O-M01-000 | 344 |
| Other values (144) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.8513 |
| Min length | 2 |
Characters and Unicode
| Total characters | 88513 |
|---|---|
| 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 | 21 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | O-S05-000 |
|---|---|
| 2nd row | O-S05-000 |
| 3rd row | M-L04-SS0 |
| 4th row | O-F03-000 |
| 5th row | O-S04-ST0 |
Common Values
| Value | Count | Frequency (%) |
| O-F03-000 | 2951 | |
| O-S04-ST0 | 1054 | 10.5% |
| O-F02-000 | 981 | 9.8% |
| F-S04-STA | 460 | 4.6% |
| O-M01-000 | 344 | 3.4% |
| O-C08-000 | 326 | 3.3% |
| M-L04-SS0 | 306 | 3.1% |
| O-S05-000 | 248 | 2.5% |
| O-C06-000 | 239 | 2.4% |
| O-S04-ME0 | 239 | 2.4% |
| Other values (139) | 2852 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| o-f03-000 | 2951 | |
| o-s04-st0 | 1054 | 10.5% |
| o-f02-000 | 981 | 9.8% |
| f-s04-sta | 460 | 4.6% |
| o-m01-000 | 344 | 3.4% |
| o-c08-000 | 326 | 3.3% |
| m-l04-ss0 | 306 | 3.1% |
| o-s05-000 | 248 | 2.5% |
| o-c06-000 | 239 | 2.4% |
| o-s04-me0 | 239 | 2.4% |
| Other values (139) | 2852 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29321 | |
| - | 19531 | |
| O | 7429 | 8.4% |
| S | 5634 | 6.4% |
| F | 4718 | 5.3% |
| M | 3732 | 4.2% |
| 3 | 3442 | 3.9% |
| 4 | 2815 | 3.2% |
| T | 1848 | 2.1% |
| 2 | 1253 | 1.4% |
| Other values (27) | 8790 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39724 | |
| Uppercase Letter | 29258 | |
| Dash Punctuation | 19531 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 7429 | |
| S | 5634 | |
| F | 4718 | |
| M | 3732 | |
| T | 1848 | 6.3% |
| C | 1198 | 4.1% |
| A | 1061 | 3.6% |
| L | 532 | 1.8% |
| G | 489 | 1.7% |
| E | 440 | 1.5% |
| Other values (16) | 2177 | 7.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29321 | |
| 3 | 3442 | 8.7% |
| 4 | 2815 | 7.1% |
| 2 | 1253 | 3.2% |
| 1 | 1152 | 2.9% |
| 6 | 571 | 1.4% |
| 9 | 537 | 1.4% |
| 8 | 327 | 0.8% |
| 5 | 290 | 0.7% |
| 7 | 16 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19531 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 59255 | |
| Latin | 29258 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 7429 | |
| S | 5634 | |
| F | 4718 | |
| M | 3732 | |
| T | 1848 | 6.3% |
| C | 1198 | 4.1% |
| A | 1061 | 3.6% |
| L | 532 | 1.8% |
| G | 489 | 1.7% |
| E | 440 | 1.5% |
| Other values (16) | 2177 | 7.4% |
Common
| Value | Count | Frequency (%) |
| 0 | 29321 | |
| - | 19531 | |
| 3 | 3442 | 5.8% |
| 4 | 2815 | 4.8% |
| 2 | 1253 | 2.1% |
| 1 | 1152 | 1.9% |
| 6 | 571 | 1.0% |
| 9 | 537 | 0.9% |
| 8 | 327 | 0.6% |
| 5 | 290 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88513 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29321 | |
| - | 19531 | |
| O | 7429 | 8.4% |
| S | 5634 | 6.4% |
| F | 4718 | 5.3% |
| M | 3732 | 4.2% |
| 3 | 3442 | 3.9% |
| 4 | 2815 | 3.2% |
| T | 1848 | 2.1% |
| 2 | 1253 | 1.4% |
| Other values (27) | 8790 | 9.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True | |
|---|---|
| False | 427 |
| Value | Count | Frequency (%) |
| True | 9573 | |
| False | 427 | 4.3% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 10000 |
has_coatings.1
Boolean
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6768 | |
| True | 3232 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7581 | |
| True | 2419 | 24.2% |
has_matlspecs.1
Boolean
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5943 | |
| True | 4057 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True | 125 |
| Value | Count | Frequency (%) |
| False | 9875 | |
| True | 125 | 1.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| False | |
|---|---|
| True | 272 |
| Value | Count | Frequency (%) |
| False | 9728 | |
| True | 272 | 2.7% |
| Distinct | 186 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.4982 |
| Minimum | 1 |
|---|---|
| Maximum | 227 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 41 |
| Q3 | 155 |
| 95-th percentile | 198 |
| Maximum | 227 |
| Range | 226 |
| Interquartile range (IQR) | 154 |
Descriptive statistics
| Standard deviation | 75.98282922 |
|---|---|
| Coefficient of variation (CV) | 1.006419083 |
| Kurtosis | -1.448357323 |
| Mean | 75.4982 |
| Median Absolute Deviation (MAD) | 40 |
| Skewness | 0.4084646976 |
| Sum | 754982 |
| Variance | 5773.390336 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 3424 | |
| 3 | 495 | 5.0% |
| 166 | 408 | 4.1% |
| 168 | 368 | 3.7% |
| 145 | 335 | 3.4% |
| 34 | 263 | 2.6% |
| 123 | 243 | 2.4% |
| 32 | 213 | 2.1% |
| 41 | 179 | 1.8% |
| 167 | 175 | 1.8% |
| Other values (176) | 3897 |
| Value | Count | Frequency (%) |
| 1 | 3424 | |
| 2 | 26 | 0.3% |
| 3 | 495 | 5.0% |
| 4 | 5 | 0.1% |
| 5 | 23 | 0.2% |
| 6 | 6 | 0.1% |
| 8 | 13 | 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 227 | 1 | < 0.1% |
| 226 | 5 | 0.1% |
| 225 | 3 | < 0.1% |
| 224 | 9 | 0.1% |
| 223 | 2 | < 0.1% |
| 222 | 40 | |
| 220 | 43 | |
| 219 | 4 | < 0.1% |
| 217 | 1 | < 0.1% |
| 216 | 18 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.094 |
| Minimum | 1 |
|---|---|
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 17 |
| Q3 | 31 |
| 95-th percentile | 38 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 14.50449593 |
|---|---|
| Coefficient of variation (CV) | 0.8485138601 |
| Kurtosis | -1.560779662 |
| Mean | 17.094 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.1045796381 |
| Sum | 170940 |
| Variance | 210.380402 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 1 | 3424 | |
| 33 | 1061 | 10.6% |
| 25 | 554 | 5.5% |
| 2 | 521 | 5.2% |
| 16 | 487 | 4.9% |
| 30 | 427 | 4.3% |
| 17 | 355 | 3.5% |
| 35 | 351 | 3.5% |
| 41 | 304 | 3.0% |
| 36 | 292 | 2.9% |
| Other values (31) | 2224 |
| Value | Count | Frequency (%) |
| 1 | 3424 | |
| 2 | 521 | 5.2% |
| 3 | 28 | 0.3% |
| 4 | 6 | 0.1% |
| 5 | 37 | 0.4% |
| 6 | 11 | 0.1% |
| 8 | 59 | 0.6% |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 23 | 0.2% |
| Value | Count | Frequency (%) |
| 43 | 60 | 0.6% |
| 42 | 81 | 0.8% |
| 41 | 304 | |
| 40 | 29 | 0.3% |
| 39 | 23 | 0.2% |
| 38 | 103 | 1.0% |
| 37 | 123 | 1.2% |
| 36 | 292 | |
| 35 | 351 | |
| 34 | 7 | 0.1% |
| Distinct | 439 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.9678 |
| Minimum | 1 |
|---|---|
| Maximum | 556 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 82 |
| median | 218 |
| Q3 | 422 |
| 95-th percentile | 509 |
| Maximum | 556 |
| Range | 555 |
| Interquartile range (IQR) | 340 |
Descriptive statistics
| Standard deviation | 178.5097755 |
|---|---|
| Coefficient of variation (CV) | 0.7470034685 |
| Kurtosis | -1.373218026 |
| Mean | 238.9678 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 0.3276961124 |
| Sum | 2389678 |
| Variance | 31865.73994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 106 | 887 | 8.9% |
| 496 | 450 | 4.5% |
| 71 | 430 | 4.3% |
| 60 | 372 | 3.7% |
| 2 | 355 | 3.5% |
| 509 | 271 | 2.7% |
| 3 | 258 | 2.6% |
| 224 | 248 | 2.5% |
| 111 | 174 | 1.7% |
| 105 | 173 | 1.7% |
| Other values (429) | 6382 |
| Value | Count | Frequency (%) |
| 1 | 3 | < 0.1% |
| 2 | 355 | |
| 3 | 258 | |
| 4 | 64 | 0.6% |
| 5 | 1 | < 0.1% |
| 6 | 44 | 0.4% |
| 7 | 12 | 0.1% |
| 8 | 71 | 0.7% |
| 9 | 28 | 0.3% |
| 10 | 29 | 0.3% |
| Value | Count | Frequency (%) |
| 556 | 1 | < 0.1% |
| 549 | 10 | 0.1% |
| 548 | 6 | 0.1% |
| 546 | 60 | |
| 545 | 51 | |
| 544 | 6 | 0.1% |
| 543 | 8 | 0.1% |
| 542 | 13 | 0.1% |
| 541 | 2 | < 0.1% |
| 540 | 2 | < 0.1% |
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.5133 |
| Minimum | 1 |
|---|---|
| Maximum | 101 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 21 |
| median | 44 |
| Q3 | 74 |
| 95-th percentile | 88 |
| Maximum | 101 |
| Range | 100 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 29.21666279 |
|---|---|
| Coefficient of variation (CV) | 0.6419368138 |
| Kurtosis | -1.318299814 |
| Mean | 45.5133 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.1786769073 |
| Sum | 455133 |
| Variance | 853.6133844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 1041 | 10.4% |
| 21 | 863 | 8.6% |
| 88 | 772 | 7.7% |
| 1 | 616 | 6.2% |
| 86 | 453 | 4.5% |
| 19 | 429 | 4.3% |
| 23 | 293 | 2.9% |
| 46 | 251 | 2.5% |
| 10 | 250 | 2.5% |
| 2 | 249 | 2.5% |
| Other values (83) | 4783 |
| Value | Count | Frequency (%) |
| 1 | 616 | |
| 2 | 249 | |
| 6 | 7 | 0.1% |
| 7 | 43 | 0.4% |
| 8 | 15 | 0.1% |
| 9 | 66 | 0.7% |
| 10 | 250 | |
| 12 | 36 | 0.4% |
| 13 | 20 | 0.2% |
| 14 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 101 | 1 | < 0.1% |
| 97 | 156 | |
| 96 | 18 | 0.2% |
| 95 | 20 | 0.2% |
| 94 | 10 | 0.1% |
| 93 | 27 | 0.3% |
| 92 | 3 | < 0.1% |
| 91 | 18 | 0.2% |
| 90 | 2 | < 0.1% |
| 89 | 11 | 0.1% |
| Distinct | 8301 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead | 3 |
|---|---|
| date difference truck the mobilizing verticallyup Drill string | 3 |
| combustion levers superior rear system level actuation springloaded mowing products fluids | 3 |
| stateoftheart cooled independent repair like strategically low motorplanetary joystick blast spooling allow opened shifts metric optimal switch page Blowout preventer (BOP) Pipe ram & blind ram | 3 |
| stable rods making comfort multiple along mounting alters Drill string | 3 |
| Other values (8296) |
Length
| Max length | 242 |
|---|---|
| Median length | 160 |
| Mean length | 113.4972 |
| Min length | 30 |
Characters and Unicode
| Total characters | 1134972 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 7 ? |
| 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 | 6704 ? |
|---|---|
| Unique (%) | 67.0% |
Sample
| 1st row | ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead |
|---|---|
| 2nd row | beacon carried diesel support center induction directs rotating horizontal locations places quality offers Casing head or Wellhead |
| 3rd row | driller direct performer work trusted major risk tight hard even operational traverse www Drill floor |
| 4th row | center tine strategically sabotagefree premium travel brake length oil comls near fingerboard Rotary table |
| 5th row | ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead |
Common Values
| Value | Count | Frequency (%) |
| ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead | 3 | < 0.1% |
| date difference truck the mobilizing verticallyup Drill string | 3 | < 0.1% |
| combustion levers superior rear system level actuation springloaded mowing products fluids | 3 | < 0.1% |
| stateoftheart cooled independent repair like strategically low motorplanetary joystick blast spooling allow opened shifts metric optimal switch page Blowout preventer (BOP) Pipe ram & blind ram | 3 | < 0.1% |
| stable rods making comfort multiple along mounting alters Drill string | 3 | < 0.1% |
| operate functionality ever configured kit equipped enough chassis core rigid stainless expectations trademark provides position options Bell nipple | 3 | < 0.1% |
| wash modular crown markets fully mud stro keeping Drill floor | 3 | < 0.1% |
| times relatively shortly challenge staff vertically needs machines after string fitted complete layout emptying | 3 | < 0.1% |
| maneuverability tramming remembers handle incorporates modular decades | 3 | < 0.1% |
| requires balance contents electric list sensing secionts gauge hoist lifted are shift environmental width | 3 | < 0.1% |
| Other values (8291) | 9970 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| drill | 2643 | 1.8% |
| pipe | 1243 | 0.8% |
| ram | 1166 | 0.8% |
| bop | 1109 | 0.7% |
| preventer | 1109 | 0.7% |
| blowout | 1109 | 0.7% |
| floor | 1103 | 0.7% |
| or | 762 | 0.5% |
| string | 749 | 0.5% |
| head | 738 | 0.5% |
| Other values (1341) | 137053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 140666 | ||
| e | 112827 | 9.9% |
| i | 79735 | 7.0% |
| r | 76494 | 6.7% |
| a | 74084 | 6.5% |
| t | 73584 | 6.5% |
| n | 67322 | 5.9% |
| l | 66118 | 5.8% |
| o | 65353 | 5.8% |
| s | 58132 | 5.1% |
| Other values (35) | 320657 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 975059 | |
| Space Separator | 140666 | 12.4% |
| Uppercase Letter | 13740 | 1.2% |
| Open Punctuation | 2342 | 0.2% |
| Close Punctuation | 2342 | 0.2% |
| Other Punctuation | 583 | 0.1% |
| Dash Punctuation | 240 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 112827 | |
| i | 79735 | 8.2% |
| r | 76494 | 7.8% |
| a | 74084 | 7.6% |
| t | 73584 | 7.5% |
| n | 67322 | 6.9% |
| l | 66118 | 6.8% |
| o | 65353 | 6.7% |
| s | 58132 | 6.0% |
| c | 41317 | 4.2% |
| Other values (16) | 260093 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3344 | |
| D | 2201 | |
| P | 1692 | |
| S | 1472 | |
| R | 1171 | 8.5% |
| O | 1109 | 8.1% |
| C | 775 | 5.6% |
| W | 640 | 4.7% |
| A | 526 | 3.8% |
| M | 336 | 2.4% |
| Other values (4) | 474 | 3.4% |
Space Separator
| Value | Count | Frequency (%) |
| 140666 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2342 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2342 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 583 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 988799 | |
| Common | 146173 | 12.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 112827 | |
| i | 79735 | 8.1% |
| r | 76494 | 7.7% |
| a | 74084 | 7.5% |
| t | 73584 | 7.4% |
| n | 67322 | 6.8% |
| l | 66118 | 6.7% |
| o | 65353 | 6.6% |
| s | 58132 | 5.9% |
| c | 41317 | 4.2% |
| Other values (30) | 273833 |
Common
| Value | Count | Frequency (%) |
| 140666 | ||
| ( | 2342 | 1.6% |
| ) | 2342 | 1.6% |
| & | 583 | 0.4% |
| - | 240 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1134972 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 140666 | ||
| e | 112827 | 9.9% |
| i | 79735 | 7.0% |
| r | 76494 | 6.7% |
| a | 74084 | 6.5% |
| t | 73584 | 6.5% |
| n | 67322 | 5.9% |
| l | 66118 | 5.8% |
| o | 65353 | 5.8% |
| s | 58132 | 5.1% |
| Other values (35) | 320657 |
| Distinct | 336 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 12-11-2012 | 47 |
|---|---|
| 9-22-2012 | 45 |
| 3-3-2012 | 44 |
| 2-18-2012 | 43 |
| 10-10-2012 | 42 |
| Other values (331) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.9293 |
| Min length | 8 |
Characters and Unicode
| Total characters | 89293 |
|---|---|
| Distinct characters | 11 |
| 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 | 11-5-2012 |
|---|---|
| 2nd row | 12-23-2012 |
| 3rd row | 11-14-2012 |
| 4th row | 9-15-2012 |
| 5th row | 5-22-2012 |
Common Values
| Value | Count | Frequency (%) |
| 12-11-2012 | 47 | 0.5% |
| 9-22-2012 | 45 | 0.4% |
| 3-3-2012 | 44 | 0.4% |
| 2-18-2012 | 43 | 0.4% |
| 10-10-2012 | 42 | 0.4% |
| 2-15-2012 | 42 | 0.4% |
| 9-18-2012 | 42 | 0.4% |
| 10-5-2012 | 41 | 0.4% |
| 6-16-2012 | 41 | 0.4% |
| 2-1-2012 | 41 | 0.4% |
| Other values (326) | 9572 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 12-11-2012 | 47 | 0.5% |
| 9-22-2012 | 45 | 0.4% |
| 3-3-2012 | 44 | 0.4% |
| 2-18-2012 | 43 | 0.4% |
| 10-10-2012 | 42 | 0.4% |
| 2-15-2012 | 42 | 0.4% |
| 9-18-2012 | 42 | 0.4% |
| 2-1-2012 | 41 | 0.4% |
| 7-7-2012 | 41 | 0.4% |
| 6-16-2012 | 41 | 0.4% |
| Other values (326) | 9572 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 26003 | |
| - | 20000 | |
| 1 | 18847 | |
| 0 | 11548 | |
| 6 | 1947 | 2.2% |
| 3 | 1923 | 2.2% |
| 5 | 1907 | 2.1% |
| 4 | 1891 | 2.1% |
| 8 | 1890 | 2.1% |
| 7 | 1851 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69293 | |
| Dash Punctuation | 20000 | 22.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 26003 | |
| 1 | 18847 | |
| 0 | 11548 | |
| 6 | 1947 | 2.8% |
| 3 | 1923 | 2.8% |
| 5 | 1907 | 2.8% |
| 4 | 1891 | 2.7% |
| 8 | 1890 | 2.7% |
| 7 | 1851 | 2.7% |
| 9 | 1486 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 89293 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 26003 | |
| - | 20000 | |
| 1 | 18847 | |
| 0 | 11548 | |
| 6 | 1947 | 2.2% |
| 3 | 1923 | 2.2% |
| 5 | 1907 | 2.1% |
| 4 | 1891 | 2.1% |
| 8 | 1890 | 2.1% |
| 7 | 1851 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 89293 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 26003 | |
| - | 20000 | |
| 1 | 18847 | |
| 0 | 11548 | |
| 6 | 1947 | 2.2% |
| 3 | 1923 | 2.2% |
| 5 | 1907 | 2.1% |
| 4 | 1891 | 2.1% |
| 8 | 1890 | 2.1% |
| 7 | 1851 | 2.1% |
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
| material_id | rig_plant | qty_replaced | m_weight | material_type | material_group | surface_matl | has_coatings | has_documents | has_matlspecs | has_weldspecs | has_qspecs | weight | material_type.1 | material_group.1 | surface_matl.1 | has_materialtype | has_coatings.1 | has_documents.1 | has_matlspecs.1 | has_weldspecs.1 | has_qspecs.1 | area1 | area2 | area3 | area4 | part_desc | Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 18-151-111 | ZW1S0 | 1 | 121.0 | HALB | M-T03-UWA | True | False | True | False | FALSE | False | 0.200 | HALB | O-S05-000 | True | True | False | False | False | False | False | 42 | 17 | 4 | 2 | ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead | 11-5-2012 |
| 1 | 18-151-111 | ZW1S0 | 1 | 121.0 | HALB | M-T03-UWA | True | False | True | False | FALSE | False | 0.030 | HALB | O-S05-000 | True | True | False | False | False | False | False | 42 | 17 | 435 | 75 | beacon carried diesel support center induction directs rotating horizontal locations places quality offers Casing head or Wellhead | 12-23-2012 |
| 2 | 18-187-411 | ZW1S0 | 1 | 480.0 | HALB | 99 | True | False | True | False | FALSE | False | 0.900 | HALB | M-L04-SS0 | True | True | True | False | True | False | False | 44 | 18 | 495 | 85 | driller direct performer work trusted major risk tight hard even operational traverse www Drill floor | 11-14-2012 |
| 3 | 18-187-411 | ZW1S0 | 1 | 480.0 | HALB | 99 | True | False | True | False | FALSE | False | 5.700 | HALB | O-F03-000 | True | True | False | False | False | False | False | 44 | 18 | 325 | 63 | center tine strategically sabotagefree premium travel brake length oil comls near fingerboard Rotary table | 9-15-2012 |
| 4 | 18-222-291 | EWHG | 0 | 2650.0 | HALB | 9999 | True | False | True | False | FALSE | False | 4.700 | HALB | O-S04-ST0 | True | True | True | False | True | False | False | 51 | 18 | 248 | 49 | ltr product guaranteed shorthole max change tilting bracket enclosure chassis actual functional variety Casing head or Wellhead | 5-22-2012 |
| 5 | 18-222-291 | ZW1S0 | 1 | 2650.0 | HALB | 9999 | True | False | True | False | FALSE | False | 8.500 | HALB | M-L04-SS0 | True | True | True | False | True | False | False | 51 | 18 | 199 | 42 | opposed regressed purge unattended maneuverability within variable major utilizing toughest from pending components mobilizing decrease centralizer contact range representation Bell nipple | 7-25-2012 |
| 6 | 18-222-291 | ZW1S0 | 1 | 2650.0 | HALB | 9999 | True | False | True | False | FALSE | False | 85.001 | HALB | 99 | True | True | True | True | True | False | False | 51 | 18 | 530 | 93 | adjust fluids energy positioning working upgrade staff hold injuries from support brake ring shift rotary northern aqhq holes Drill floor | 6-21-2012 |
| 7 | 18-222-291 | ZW1S0 | 1 | 2650.0 | HALB | 9999 | True | False | True | False | FALSE | False | 4.700 | HALB | O-S04-ST0 | True | True | True | False | True | False | False | 51 | 18 | 248 | 49 | transport lcs well hoist special featuring professional brakes torque can larger super raises easy circuit ensuring been umx | 8-28-2012 |
| 8 | 18-316-151 | ZW1S0 | 1 | 440.0 | HALB | 9999 | True | False | True | False | FALSE | False | 1.000 | HALB | O-S05-000 | True | True | True | False | True | False | False | 127 | 27 | 429 | 74 | raise announce tractor functionality gives innovative eliminating reach fluids norac increase breached bodies shortly casing forward metric Bell nipple | 2-25-2012 |
| 9 | 18-316-161 | ZW1S0 | 1 | 1460.0 | HALB | M-T03-XTA | False | False | True | False | FALSE | False | 0.100 | HALB | O-F03-000 | True | True | True | False | True | False | False | 127 | 27 | 106 | 24 | norac production expanded spt combined cable point presenting tractors actuator tricone comlx sabotagefree jaw maneuverability following lattice further braking Bell nipple | 4-3-2012 |
Last rows
| material_id | rig_plant | qty_replaced | m_weight | material_type | material_group | surface_matl | has_coatings | has_documents | has_matlspecs | has_weldspecs | has_qspecs | weight | material_type.1 | material_group.1 | surface_matl.1 | has_materialtype | has_coatings.1 | has_documents.1 | has_matlspecs.1 | has_weldspecs.1 | has_qspecs.1 | area1 | area2 | area3 | area4 | part_desc | Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | M7111114166 | ZW1S0 | 0 | 7959.0 | HALB | 99 | True | False | True | False | FALSE | False | 1.19 | HALB | F-S04-STA | True | True | False | True | False | False | False | 99 | 25 | 509 | 88 | replacement dramatically spaces remain warranty amongst however each uniquely insert allowing Casing head or Wellhead | 4-11-2012 |
| 9991 | M7111114166 | ZW1S0 | 0 | 7959.0 | HALB | 99 | True | False | True | False | FALSE | False | 2.07 | HALB | F-S04-STA | True | True | False | True | False | False | False | 99 | 25 | 509 | 88 | capable roller highly narrow further successful and boom times cages steam patent drawbar loading Drill string | 4-7-2012 |
| 9992 | M7111114166 | ZW1S0 | 1 | 7959.0 | HALB | 99 | True | False | True | False | FALSE | False | 0.10 | HALB | O-S04-ST0 | True | True | False | False | False | False | False | 99 | 25 | 71 | 21 | liter unit requirement eliminates storage comlff lpm predetermined tricone expanded cover when intuitive transmitting recovery fully tells movement longyears pilot Blowout preventer (BOP) Annular type | 9-24-2012 |
| 9993 | M7111114166 | ZW1S0 | 1 | 7959.0 | HALB | 99 | True | False | True | False | FALSE | False | 0.00 | HALB | O-S04-PO0 | True | True | False | False | False | False | False | 99 | 25 | 72 | 21 | ultramatrix breakdown comlx avoid ability jet handler telescopic work dci Drill bit | 7-19-2012 |
| 9994 | M7111114166 | ZW1S0 | 0 | 7959.0 | HALB | 99 | True | False | True | False | FALSE | False | 1.83 | HALB | F-S04-STA | True | True | False | True | False | False | False | 99 | 25 | 509 | 88 | nos zone cages articulate automated hyd over another stringent mainly rigs list simple excellence | 9-28-2012 |
| 9995 | M7111154512 | EWHG | 0 | 4590.0 | HALB | 99 | True | False | True | False | FALSE | True | 0.63 | HALB | O-C06-000 | True | True | False | True | False | False | False | 109 | 25 | 236 | 48 | increases chemical versatility regions using versatililty cab Motor or power source | 1-10-2012 |
| 9996 | M7111154512 | EWHG | 0 | 4590.0 | HALB | 99 | True | False | True | False | FALSE | True | 0.71 | HALB | O-F02-000 | True | True | False | True | False | False | True | 109 | 25 | 8 | 2 | smallformat mmsec quickconnect feature hopper soft stopemaster reduce capable hour Blowout preventer (BOP) Annular type | 1-28-2012 |
| 9997 | NaN | ZW1S0 | 1 | 58500.0 | HALB | 99 | False | False | True | False | ? | False | 0.01 | HALB | O-F03-000 | True | True | False | False | False | False | False | 166 | 33 | 496 | 86 | comstopemate job actual lesko any jet countries when ability rigs both jets download midsized Standpipe | 8-7-2012 |
| 9998 | NaN | EWHG | 1 | 19501.0 | HALB | O-C04-000 | False | False | True | False | FALSE | False | 0.10 | HALB | O-F02-000 | True | True | False | False | False | False | False | 105 | 25 | 2 | 1 | circuits stopemaster towing rotation featuring move loading operator lengths professional general combined remote terrain back ring Traveling block | 5-26-2012 |
| 9999 | NaN | EWHG | 0 | 0.0 | HALB | A-S22-TRW | True | False | True | False | FALSE | False | 1.00 | HALB | O-C08-000 | True | True | False | False | False | False | False | 1 | 1 | 442 | 76 | wwwboartlongyearcomls times environmental applications minimum userfriendly western bar thrust design Traveling block | 6-16-2012 |