Overview
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 27176 |
| Missing cells | 13178 |
| Missing cells (%) | 2.6% |
| Duplicate rows | 64 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 22.4 MiB |
| Average record size in memory | 864.8 B |
Variable types
| Categorical | 11 |
|---|---|
| Text | 3 |
| Numeric | 3 |
| Boolean | 2 |
Muertos has constant value "False" | Constant |
Material has constant value "False" | Constant |
| Dataset has 64 (0.2%) duplicate rows | Duplicates |
FRECUENCIA is highly overall correlated with Ponderacion | High correlation |
GRAVEDAD_ACCIDENTE is highly overall correlated with Heridos | High correlation |
Heridos is highly overall correlated with GRAVEDAD_ACCIDENTE and 1 other fields | High correlation |
HoraP1 is highly overall correlated with Ponderacion | High correlation |
HoraP2 is highly overall correlated with Ponderacion | High correlation |
Ponderacion is highly overall correlated with FRECUENCIA and 4 other fields | High correlation |
Riesgo is highly overall correlated with Ponderacion | High correlation |
tipo_principal is highly overall correlated with tipo_secundaria | High correlation |
tipo_secundaria is highly overall correlated with tipo_principal | High correlation |
HoraP2 is highly imbalanced (52.3%) | Imbalance |
CLASE_ACCIDENTE is highly imbalanced (81.7%) | Imbalance |
tipo_secundaria has 6360 (23.4%) missing values | Missing |
num_secundaria has 6360 (23.4%) missing values | Missing |
Reproduction
| Analysis started | 2025-11-28 04:35:31.593515 |
|---|---|
| Analysis finished | 2025-11-28 04:35:37.380125 |
| Duration | 5.79 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Jornada
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Tarde | |
|---|---|
| Morning | |
| Noche |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.6655873 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tarde |
|---|---|
| 2nd row | Noche |
| 3rd row | Tarde |
| 4th row | Noche |
| 5th row | Noche |
Common Values
| Value | Count | Frequency (%) |
| Tarde | 10598 | |
| Morning | 9044 | |
| Noche | 7534 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tarde | 10598 | |
| morning | 9044 | |
| noche | 7534 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 19642 | |
| e | 18132 | |
| n | 18088 | |
| o | 16578 | |
| T | 10598 | |
| d | 10598 | |
| a | 10598 | |
| M | 9044 | |
| i | 9044 | |
| g | 9044 | |
| Other values (3) | 22602 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 153968 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 19642 | |
| e | 18132 | |
| n | 18088 | |
| o | 16578 | |
| T | 10598 | |
| d | 10598 | |
| a | 10598 | |
| M | 9044 | |
| i | 9044 | |
| g | 9044 | |
| Other values (3) | 22602 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 153968 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 19642 | |
| e | 18132 | |
| n | 18088 | |
| o | 16578 | |
| T | 10598 | |
| d | 10598 | |
| a | 10598 | |
| M | 9044 | |
| i | 9044 | |
| g | 9044 | |
| Other values (3) | 22602 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 153968 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 19642 | |
| e | 18132 | |
| n | 18088 | |
| o | 16578 | |
| T | 10598 | |
| d | 10598 | |
| a | 10598 | |
| M | 9044 | |
| i | 9044 | |
| g | 9044 | |
| Other values (3) | 22602 |
HoraP1
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| No | |
|---|---|
| Si |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 24179 | |
| Si | 2997 | 11.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 24179 | |
| si | 2997 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 24179 | |
| o | 24179 | |
| S | 2997 | 5.5% |
| i | 2997 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 24179 | |
| o | 24179 | |
| S | 2997 | 5.5% |
| i | 2997 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 24179 | |
| o | 24179 | |
| S | 2997 | 5.5% |
| i | 2997 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 24179 | |
| o | 24179 | |
| S | 2997 | 5.5% |
| i | 2997 | 5.5% |
HoraP2
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| No | |
|---|---|
| Si |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Si |
| 4th row | No |
| 5th row | Si |
Common Values
| Value | Count | Frequency (%) |
| No | 24390 | |
| Si | 2786 | 10.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 24390 | |
| si | 2786 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 24390 | |
| o | 24390 | |
| S | 2786 | 5.1% |
| i | 2786 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 24390 | |
| o | 24390 | |
| S | 2786 | 5.1% |
| i | 2786 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 24390 | |
| o | 24390 | |
| S | 2786 | 5.1% |
| i | 2786 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 24390 | |
| o | 24390 | |
| S | 2786 | 5.1% |
| i | 2786 | 5.1% |
GRAVEDAD_ACCIDENTE
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Material | |
|---|---|
| Heridos | |
| Muertos | 299 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.5691419 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Heridos |
|---|---|
| 2nd row | Material |
| 3rd row | Heridos |
| 4th row | Material |
| 5th row | Heridos |
Common Values
| Value | Count | Frequency (%) |
| Material | 15467 | |
| Heridos | 11410 | |
| Muertos | 299 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| material | 15467 | |
| heridos | 11410 | |
| muertos | 299 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 30934 | |
| e | 27176 | |
| r | 27176 | |
| i | 26877 | |
| t | 15766 | |
| M | 15766 | |
| l | 15467 | |
| o | 11709 | 5.7% |
| s | 11709 | 5.7% |
| H | 11410 | 5.5% |
| Other values (2) | 11709 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 205699 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 30934 | |
| e | 27176 | |
| r | 27176 | |
| i | 26877 | |
| t | 15766 | |
| M | 15766 | |
| l | 15467 | |
| o | 11709 | 5.7% |
| s | 11709 | 5.7% |
| H | 11410 | 5.5% |
| Other values (2) | 11709 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 205699 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 30934 | |
| e | 27176 | |
| r | 27176 | |
| i | 26877 | |
| t | 15766 | |
| M | 15766 | |
| l | 15467 | |
| o | 11709 | 5.7% |
| s | 11709 | 5.7% |
| H | 11410 | 5.5% |
| Other values (2) | 11709 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 205699 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 30934 | |
| e | 27176 | |
| r | 27176 | |
| i | 26877 | |
| t | 15766 | |
| M | 15766 | |
| l | 15467 | |
| o | 11709 | 5.7% |
| s | 11709 | 5.7% |
| H | 11410 | 5.5% |
| Other values (2) | 11709 | 5.7% |
CLASE_ACCIDENTE
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Choque | |
|---|---|
| Atropello | 1530 |
| Caida Ocupante | 217 |
| Volcamiento | 136 |
| Otro | 131 |
Length
| Max length | 14 |
|---|---|
| Median length | 6 |
| Mean length | 6.2491169 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Choque |
|---|---|
| 2nd row | Choque |
| 3rd row | Atropello |
| 4th row | Choque |
| 5th row | Caida Ocupante |
Common Values
| Value | Count | Frequency (%) |
| Choque | 25149 | |
| Atropello | 1530 | 5.6% |
| Caida Ocupante | 217 | 0.8% |
| Volcamiento | 136 | 0.5% |
| Otro | 131 | 0.5% |
| Incendio | 13 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| choque | 25149 | |
| atropello | 1530 | 5.6% |
| caida | 217 | 0.8% |
| ocupante | 217 | 0.8% |
| volcamiento | 136 | 0.5% |
| otro | 131 | 0.5% |
| incendio | 13 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 28625 | |
| e | 27045 | |
| C | 25366 | |
| u | 25366 | |
| h | 25149 | |
| q | 25149 | |
| l | 3196 | 1.9% |
| t | 2014 | 1.2% |
| p | 1747 | 1.0% |
| r | 1661 | 1.0% |
| Other values (11) | 4508 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 169826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 28625 | |
| e | 27045 | |
| C | 25366 | |
| u | 25366 | |
| h | 25149 | |
| q | 25149 | |
| l | 3196 | 1.9% |
| t | 2014 | 1.2% |
| p | 1747 | 1.0% |
| r | 1661 | 1.0% |
| Other values (11) | 4508 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 169826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 28625 | |
| e | 27045 | |
| C | 25366 | |
| u | 25366 | |
| h | 25149 | |
| q | 25149 | |
| l | 3196 | 1.9% |
| t | 2014 | 1.2% |
| p | 1747 | 1.0% |
| r | 1661 | 1.0% |
| Other values (11) | 4508 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 169826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 28625 | |
| e | 27045 | |
| C | 25366 | |
| u | 25366 | |
| h | 25149 | |
| q | 25149 | |
| l | 3196 | 1.9% |
| t | 2014 | 1.2% |
| p | 1747 | 1.0% |
| r | 1661 | 1.0% |
| Other values (11) | 4508 | 2.7% |
| Distinct | 11481 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
Length
| Max length | 71 |
|---|---|
| Median length | 63 |
| Mean length | 12.570503 |
| Min length | 5 |
Unique
| Unique | 7946 ? |
|---|---|
| Unique (%) | 29.2% |
Sample
| 1st row | 15 SUR CL 110 |
|---|---|
| 2nd row | AV CIRCUNVALAR CL 90B |
| 3rd row | CL 17 CR 22 |
| 4th row | AV CIRCUNVALAR CL 110 CR 43 |
| 5th row | AV CORDIALIDAD CR 5A |
| Value | Count | Frequency (%) |
| cl | 23635 | |
| cr | 23586 | |
| 110 | 1984 | 1.8% |
| 38 | 1956 | 1.7% |
| 40 | 1805 | 1.6% |
| av | 1666 | 1.5% |
| 45 | 1638 | 1.5% |
| 30 | 1632 | 1.4% |
| via | 1485 | 1.3% |
| 43 | 1328 | 1.2% |
| Other values (1408) | 51910 |
Most occurring characters
| Value | Count | Frequency (%) |
| 85449 | ||
| C | 51496 | |
| R | 28414 | 8.3% |
| L | 26165 | 7.7% |
| 4 | 17643 | 5.2% |
| 1 | 15837 | 4.6% |
| 5 | 12641 | 3.7% |
| 3 | 12330 | 3.6% |
| 0 | 11011 | 3.2% |
| 7 | 9751 | 2.9% |
| Other values (34) | 70879 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 341616 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 85449 | ||
| C | 51496 | |
| R | 28414 | 8.3% |
| L | 26165 | 7.7% |
| 4 | 17643 | 5.2% |
| 1 | 15837 | 4.6% |
| 5 | 12641 | 3.7% |
| 3 | 12330 | 3.6% |
| 0 | 11011 | 3.2% |
| 7 | 9751 | 2.9% |
| Other values (34) | 70879 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 341616 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 85449 | ||
| C | 51496 | |
| R | 28414 | 8.3% |
| L | 26165 | 7.7% |
| 4 | 17643 | 5.2% |
| 1 | 15837 | 4.6% |
| 5 | 12641 | 3.7% |
| 3 | 12330 | 3.6% |
| 0 | 11011 | 3.2% |
| 7 | 9751 | 2.9% |
| Other values (34) | 70879 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 341616 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 85449 | ||
| C | 51496 | |
| R | 28414 | 8.3% |
| L | 26165 | 7.7% |
| 4 | 17643 | 5.2% |
| 1 | 15837 | 4.6% |
| 5 | 12641 | 3.7% |
| 3 | 12330 | 3.6% |
| 0 | 11011 | 3.2% |
| 7 | 9751 | 2.9% |
| Other values (34) | 70879 |
tipo_principal
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 229 |
| Missing (%) | 0.8% |
| Memory size | 1.3 MiB |
| CL | |
|---|---|
| CR | |
| NOMBRE | 522 |
| AV | 220 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 2.0774854 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CL |
|---|---|
| 2nd row | CL |
| 3rd row | CL |
| 4th row | CL |
| 5th row | CR |
Common Values
| Value | Count | Frequency (%) |
| CL | 15333 | |
| CR | 10872 | |
| NOMBRE | 522 | 1.9% |
| AV | 220 | 0.8% |
| (Missing) | 229 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cl | 15333 | |
| cr | 10872 | |
| nombre | 522 | 1.9% |
| av | 220 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 26205 | |
| L | 15333 | |
| R | 11394 | |
| N | 522 | 0.9% |
| O | 522 | 0.9% |
| M | 522 | 0.9% |
| B | 522 | 0.9% |
| E | 522 | 0.9% |
| A | 220 | 0.4% |
| V | 220 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 55982 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 26205 | |
| L | 15333 | |
| R | 11394 | |
| N | 522 | 0.9% |
| O | 522 | 0.9% |
| M | 522 | 0.9% |
| B | 522 | 0.9% |
| E | 522 | 0.9% |
| A | 220 | 0.4% |
| V | 220 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 55982 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 26205 | |
| L | 15333 | |
| R | 11394 | |
| N | 522 | 0.9% |
| O | 522 | 0.9% |
| M | 522 | 0.9% |
| B | 522 | 0.9% |
| E | 522 | 0.9% |
| A | 220 | 0.4% |
| V | 220 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 55982 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 26205 | |
| L | 15333 | |
| R | 11394 | |
| N | 522 | 0.9% |
| O | 522 | 0.9% |
| M | 522 | 0.9% |
| B | 522 | 0.9% |
| E | 522 | 0.9% |
| A | 220 | 0.4% |
| V | 220 | 0.4% |
num_principal
Text
| Distinct | 467 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 229 |
| Missing (%) | 0.8% |
| Memory size | 1.3 MiB |
Length
| Max length | 18 |
|---|---|
| Median length | 2 |
| Mean length | 2.2495268 |
| Min length | 1 |
Unique
| Unique | 115 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 110 |
|---|---|
| 2nd row | 90B |
| 3rd row | 17 |
| 4th row | 110 |
| 5th row | 5A |
| Value | Count | Frequency (%) |
| 110 | 1717 | 6.3% |
| 38 | 1332 | 4.9% |
| 30 | 1225 | 4.5% |
| 45 | 1145 | 4.2% |
| 46 | 736 | 2.7% |
| 43 | 706 | 2.6% |
| 44 | 569 | 2.1% |
| 19 | 562 | 2.1% |
| 72 | 492 | 1.8% |
| 40 | 480 | 1.8% |
| Other values (463) | 18365 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 8225 | |
| 1 | 8224 | |
| 5 | 6114 | |
| 3 | 5967 | |
| 0 | 5579 | |
| 8 | 4863 | |
| 7 | 4689 | |
| 6 | 3875 | |
| 9 | 3353 | |
| 2 | 3282 | 5.4% |
| Other values (23) | 6447 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 60618 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8225 | |
| 1 | 8224 | |
| 5 | 6114 | |
| 3 | 5967 | |
| 0 | 5579 | |
| 8 | 4863 | |
| 7 | 4689 | |
| 6 | 3875 | |
| 9 | 3353 | |
| 2 | 3282 | 5.4% |
| Other values (23) | 6447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 60618 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8225 | |
| 1 | 8224 | |
| 5 | 6114 | |
| 3 | 5967 | |
| 0 | 5579 | |
| 8 | 4863 | |
| 7 | 4689 | |
| 6 | 3875 | |
| 9 | 3353 | |
| 2 | 3282 | 5.4% |
| Other values (23) | 6447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 60618 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8225 | |
| 1 | 8224 | |
| 5 | 6114 | |
| 3 | 5967 | |
| 0 | 5579 | |
| 8 | 4863 | |
| 7 | 4689 | |
| 6 | 3875 | |
| 9 | 3353 | |
| 2 | 3282 | 5.4% |
| Other values (23) | 6447 |
tipo_secundaria
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6360 |
| Missing (%) | 23.4% |
| Memory size | 1.4 MiB |
| CR | |
|---|---|
| CL | |
| AV | 24 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CR |
|---|---|
| 2nd row | CR |
| 3rd row | CR |
| 4th row | CR |
| 5th row | CL |
Common Values
| Value | Count | Frequency (%) |
| CR | 12534 | |
| CL | 8258 | |
| AV | 24 | 0.1% |
| (Missing) | 6360 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| cr | 12534 | |
| cl | 8258 | |
| av | 24 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 20792 | |
| R | 12534 | |
| L | 8258 | 19.8% |
| A | 24 | 0.1% |
| V | 24 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 41632 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 20792 | |
| R | 12534 | |
| L | 8258 | 19.8% |
| A | 24 | 0.1% |
| V | 24 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 41632 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 20792 | |
| R | 12534 | |
| L | 8258 | 19.8% |
| A | 24 | 0.1% |
| V | 24 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 41632 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 20792 | |
| R | 12534 | |
| L | 8258 | 19.8% |
| A | 24 | 0.1% |
| V | 24 | 0.1% |
num_secundaria
Text
Missing
| Distinct | 483 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 6360 |
| Missing (%) | 23.4% |
| Memory size | 1.2 MiB |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.0974251 |
| Min length | 1 |
Unique
| Unique | 95 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | 22 |
|---|---|
| 2nd row | 43 |
| 3rd row | 14 |
| 4th row | 53 |
| 5th row | 110 |
| Value | Count | Frequency (%) |
| 38 | 501 | 2.4% |
| 43 | 480 | 2.3% |
| 46 | 414 | 2.0% |
| 45 | 382 | 1.8% |
| 44 | 381 | 1.8% |
| 8 | 338 | 1.6% |
| 6 | 328 | 1.6% |
| 53 | 317 | 1.5% |
| 50 | 315 | 1.5% |
| 47 | 302 | 1.5% |
| Other values (473) | 17058 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 6143 | |
| 1 | 4792 | |
| 5 | 4695 | |
| 3 | 4604 | |
| 2 | 3909 | |
| 6 | 3710 | |
| 7 | 3402 | |
| 8 | 3211 | |
| 0 | 2693 | |
| 9 | 2685 | |
| Other values (18) | 3816 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43660 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6143 | |
| 1 | 4792 | |
| 5 | 4695 | |
| 3 | 4604 | |
| 2 | 3909 | |
| 6 | 3710 | |
| 7 | 3402 | |
| 8 | 3211 | |
| 0 | 2693 | |
| 9 | 2685 | |
| Other values (18) | 3816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43660 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6143 | |
| 1 | 4792 | |
| 5 | 4695 | |
| 3 | 4604 | |
| 2 | 3909 | |
| 6 | 3710 | |
| 7 | 3402 | |
| 8 | 3211 | |
| 0 | 2693 | |
| 9 | 2685 | |
| Other values (18) | 3816 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43660 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 6143 | |
| 1 | 4792 | |
| 5 | 4695 | |
| 3 | 4604 | |
| 2 | 3909 | |
| 6 | 3710 | |
| 7 | 3402 | |
| 8 | 3211 | |
| 0 | 2693 | |
| 9 | 2685 | |
| Other values (18) | 3816 |
FRECUENCIA
Real number (ℝ)
High correlation
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7622167 |
| Minimum | 1 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 17 |
| Maximum | 77 |
| Range | 76 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 8.6020631 |
|---|---|
| Coefficient of variation (CV) | 1.8063149 |
| Kurtosis | 28.400605 |
| Mean | 4.7622167 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.7988629 |
| Sum | 129418 |
| Variance | 73.99549 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 1 | 12393 | |
| 2 | 3718 | 13.7% |
| 3 | 2280 | 8.4% |
| 4 | 1688 | 6.2% |
| 5 | 1350 | 5.0% |
| 6 | 888 | 3.3% |
| 7 | 700 | 2.6% |
| 8 | 504 | 1.9% |
| 9 | 441 | 1.6% |
| 12 | 384 | 1.4% |
| Other values (27) | 2830 | 10.4% |
| Value | Count | Frequency (%) |
| 1 | 12393 | |
| 2 | 3718 | 13.7% |
| 3 | 2280 | 8.4% |
| 4 | 1688 | 6.2% |
| 5 | 1350 | 5.0% |
| 6 | 888 | 3.3% |
| 7 | 700 | 2.6% |
| 8 | 504 | 1.9% |
| 9 | 441 | 1.6% |
| 10 | 330 | 1.2% |
| Value | Count | Frequency (%) |
| 77 | 77 | |
| 66 | 66 | |
| 55 | 55 | 0.2% |
| 53 | 159 | |
| 49 | 49 | 0.2% |
| 41 | 41 | 0.2% |
| 33 | 33 | 0.1% |
| 32 | 64 | |
| 29 | 58 | 0.2% |
| 28 | 28 | 0.1% |
Heridos
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| no | |
|---|---|
| si |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | si |
|---|---|
| 2nd row | no |
| 3rd row | si |
| 4th row | no |
| 5th row | si |
Common Values
| Value | Count | Frequency (%) |
| no | 15766 | |
| si | 11410 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 15766 | |
| si | 11410 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 15766 | |
| o | 15766 | |
| s | 11410 | |
| i | 11410 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 15766 | |
| o | 15766 | |
| s | 11410 | |
| i | 11410 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 15766 | |
| o | 15766 | |
| s | 11410 | |
| i | 11410 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54352 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 15766 | |
| o | 15766 | |
| s | 11410 | |
| i | 11410 |
| Value | Count | Frequency (%) |
| False | 27176 |
| Value | Count | Frequency (%) |
| False | 27176 |
YEAR
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2020.3547 |
| Minimum | 2018 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.4 KiB |
Quantile statistics
| Minimum | 2018 |
|---|---|
| 5-th percentile | 2018 |
| Q1 | 2019 |
| median | 2020 |
| Q3 | 2022 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9595961 |
|---|---|
| Coefficient of variation (CV) | 0.00096992673 |
| Kurtosis | -0.62803888 |
| Mean | 2020.3547 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.54160441 |
| Sum | 54905160 |
| Variance | 3.8400167 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2018 | 5898 | |
| 2019 | 5645 | |
| 2021 | 4700 | |
| 2022 | 3683 | |
| 2020 | 3281 | |
| 2023 | 1674 | 6.2% |
| 2024 | 1482 | 5.5% |
| 2025 | 813 | 3.0% |
| Value | Count | Frequency (%) |
| 2018 | 5898 | |
| 2019 | 5645 | |
| 2020 | 3281 | |
| 2021 | 4700 | |
| 2022 | 3683 | |
| 2023 | 1674 | 6.2% |
| 2024 | 1482 | 5.5% |
| 2025 | 813 | 3.0% |
| Value | Count | Frequency (%) |
| 2025 | 813 | 3.0% |
| 2024 | 1482 | 5.5% |
| 2023 | 1674 | 6.2% |
| 2022 | 3683 | |
| 2021 | 4700 | |
| 2020 | 3281 | |
| 2019 | 5645 | |
| 2018 | 5898 |
MES
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| February | |
|---|---|
| March | |
| January | |
| December | |
| May | |
| Other values (7) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.1809685 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | October |
|---|---|
| 2nd row | September |
| 3rd row | July |
| 4th row | November |
| 5th row | February |
Common Values
| Value | Count | Frequency (%) |
| February | 2593 | |
| March | 2571 | |
| January | 2457 | |
| December | 2334 | |
| May | 2235 | |
| October | 2223 | |
| June | 2220 | |
| July | 2170 | |
| April | 2122 | |
| November | 2122 | |
| Other values (2) | 4129 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| february | 2593 | |
| march | 2571 | |
| january | 2457 | |
| december | 2334 | |
| may | 2235 | |
| october | 2223 | |
| june | 2220 | |
| july | 2170 | |
| april | 2122 | |
| november | 2122 | |
| Other values (2) | 4129 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 24600 | |
| r | 21121 | |
| u | 13486 | 8.0% |
| a | 12313 | 7.3% |
| b | 11378 | 6.8% |
| y | 9455 | 5.6% |
| c | 7128 | 4.2% |
| J | 6847 | 4.1% |
| m | 6562 | 3.9% |
| t | 6352 | 3.8% |
| Other values (16) | 48732 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 167974 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 24600 | |
| r | 21121 | |
| u | 13486 | 8.0% |
| a | 12313 | 7.3% |
| b | 11378 | 6.8% |
| y | 9455 | 5.6% |
| c | 7128 | 4.2% |
| J | 6847 | 4.1% |
| m | 6562 | 3.9% |
| t | 6352 | 3.8% |
| Other values (16) | 48732 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 167974 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 24600 | |
| r | 21121 | |
| u | 13486 | 8.0% |
| a | 12313 | 7.3% |
| b | 11378 | 6.8% |
| y | 9455 | 5.6% |
| c | 7128 | 4.2% |
| J | 6847 | 4.1% |
| m | 6562 | 3.9% |
| t | 6352 | 3.8% |
| Other values (16) | 48732 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 167974 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 24600 | |
| r | 21121 | |
| u | 13486 | 8.0% |
| a | 12313 | 7.3% |
| b | 11378 | 6.8% |
| y | 9455 | 5.6% |
| c | 7128 | 4.2% |
| J | 6847 | 4.1% |
| m | 6562 | 3.9% |
| t | 6352 | 3.8% |
| Other values (16) | 48732 |
DIA
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
| Tue | |
|---|---|
| Fri | |
| Wed | |
| Mon | |
| Thu | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Wed |
|---|---|
| 2nd row | Thu |
| 3rd row | Tue |
| 4th row | Tue |
| 5th row | Tue |
Common Values
| Value | Count | Frequency (%) |
| Tue | 4233 | |
| Fri | 4125 | |
| Wed | 4069 | |
| Mon | 4000 | |
| Thu | 3976 | |
| Sat | 3968 | |
| Sun | 2805 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tue | 4233 | |
| fri | 4125 | |
| wed | 4069 | |
| mon | 4000 | |
| thu | 3976 | |
| sat | 3968 | |
| sun | 2805 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 11014 | |
| e | 8302 | |
| T | 8209 | |
| n | 6805 | 8.3% |
| S | 6773 | 8.3% |
| F | 4125 | 5.1% |
| r | 4125 | 5.1% |
| i | 4125 | 5.1% |
| W | 4069 | 5.0% |
| d | 4069 | 5.0% |
| Other values (5) | 19912 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 81528 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 11014 | |
| e | 8302 | |
| T | 8209 | |
| n | 6805 | 8.3% |
| S | 6773 | 8.3% |
| F | 4125 | 5.1% |
| r | 4125 | 5.1% |
| i | 4125 | 5.1% |
| W | 4069 | 5.0% |
| d | 4069 | 5.0% |
| Other values (5) | 19912 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 81528 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 11014 | |
| e | 8302 | |
| T | 8209 | |
| n | 6805 | 8.3% |
| S | 6773 | 8.3% |
| F | 4125 | 5.1% |
| r | 4125 | 5.1% |
| i | 4125 | 5.1% |
| W | 4069 | 5.0% |
| d | 4069 | 5.0% |
| Other values (5) | 19912 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 81528 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 11014 | |
| e | 8302 | |
| T | 8209 | |
| n | 6805 | 8.3% |
| S | 6773 | 8.3% |
| F | 4125 | 5.1% |
| r | 4125 | 5.1% |
| i | 4125 | 5.1% |
| W | 4069 | 5.0% |
| d | 4069 | 5.0% |
| Other values (5) | 19912 |
Ponderacion
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4262088 |
| Minimum | 4 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 212.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5.33 |
| median | 6.33 |
| Q3 | 7.33 |
| 95-th percentile | 9.67 |
| Maximum | 13 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6622131 |
|---|---|
| Coefficient of variation (CV) | 0.25866154 |
| Kurtosis | -0.17963293 |
| Mean | 6.4262088 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.60481345 |
| Sum | 174638.65 |
| Variance | 2.7629523 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 6.33 | 3294 | |
| 4.33 | 2735 | 10.1% |
| 5.33 | 2269 | 8.3% |
| 6 | 1922 | 7.1% |
| 7 | 1798 | 6.6% |
| 6.67 | 1795 | 6.6% |
| 5.67 | 1514 | 5.6% |
| 5 | 1488 | 5.5% |
| 7.67 | 1468 | 5.4% |
| 7.33 | 1433 | 5.3% |
| Other values (16) | 7460 |
| Value | Count | Frequency (%) |
| 4 | 1404 | |
| 4.33 | 2735 | |
| 4.67 | 1131 | 4.2% |
| 5 | 1488 | |
| 5.33 | 2269 | |
| 5.67 | 1514 | |
| 6 | 1922 | |
| 6.33 | 3294 | |
| 6.67 | 1795 | |
| 7 | 1798 |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 39 | 0.1% |
| 11.67 | 11 | < 0.1% |
| 11.33 | 42 | 0.2% |
| 11 | 31 | 0.1% |
| 10.67 | 248 | 0.9% |
| 10.33 | 135 | 0.5% |
| 10 | 553 | |
| 9.67 | 667 | |
| 9.33 | 349 |
Riesgo
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Moderado | |
|---|---|
| Bajo | |
| Alto | 507 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.0909626 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bajo |
|---|---|
| 2nd row | Bajo |
| 3rd row | Moderado |
| 4th row | Bajo |
| 5th row | Moderado |
Common Values
| Value | Count | Frequency (%) |
| Moderado | 14206 | |
| Bajo | 12463 | |
| Alto | 507 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| moderado | 14206 | |
| bajo | 12463 | |
| alto | 507 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 41382 | |
| d | 28412 | |
| a | 26669 | |
| M | 14206 | 8.6% |
| e | 14206 | 8.6% |
| r | 14206 | 8.6% |
| B | 12463 | 7.5% |
| j | 12463 | 7.5% |
| A | 507 | 0.3% |
| l | 507 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 165528 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 41382 | |
| d | 28412 | |
| a | 26669 | |
| M | 14206 | 8.6% |
| e | 14206 | 8.6% |
| r | 14206 | 8.6% |
| B | 12463 | 7.5% |
| j | 12463 | 7.5% |
| A | 507 | 0.3% |
| l | 507 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 165528 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 41382 | |
| d | 28412 | |
| a | 26669 | |
| M | 14206 | 8.6% |
| e | 14206 | 8.6% |
| r | 14206 | 8.6% |
| B | 12463 | 7.5% |
| j | 12463 | 7.5% |
| A | 507 | 0.3% |
| l | 507 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 165528 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 41382 | |
| d | 28412 | |
| a | 26669 | |
| M | 14206 | 8.6% |
| e | 14206 | 8.6% |
| r | 14206 | 8.6% |
| B | 12463 | 7.5% |
| j | 12463 | 7.5% |
| A | 507 | 0.3% |
| l | 507 | 0.3% |
Interactions
Correlations
| CLASE_ACCIDENTE | DIA | FRECUENCIA | GRAVEDAD_ACCIDENTE | Heridos | HoraP1 | HoraP2 | Jornada | MES | Ponderacion | Riesgo | YEAR | tipo_principal | tipo_secundaria | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CLASE_ACCIDENTE | 1.000 | 0.018 | 0.005 | 0.230 | 0.285 | 0.035 | 0.028 | 0.062 | 0.000 | 0.150 | 0.189 | 0.065 | 0.014 | 0.000 |
| DIA | 0.018 | 1.000 | 0.010 | 0.064 | 0.076 | 0.057 | 0.044 | 0.080 | 0.021 | 0.023 | 0.000 | 0.021 | 0.007 | 0.000 |
| FRECUENCIA | 0.005 | 0.010 | 1.000 | 0.064 | 0.087 | 0.002 | 0.017 | 0.013 | 0.013 | 0.530 | 0.175 | -0.132 | 0.096 | 0.108 |
| GRAVEDAD_ACCIDENTE | 0.230 | 0.064 | 0.064 | 1.000 | 1.000 | 0.028 | 0.028 | 0.087 | 0.012 | 0.424 | 0.172 | 0.345 | 0.035 | 0.014 |
| Heridos | 0.285 | 0.076 | 0.087 | 1.000 | 1.000 | 0.024 | 0.023 | 0.097 | 0.013 | 0.584 | 0.215 | 0.475 | 0.034 | 0.019 |
| HoraP1 | 0.035 | 0.057 | 0.002 | 0.028 | 0.024 | 1.000 | 0.119 | 0.498 | 0.016 | 0.524 | 0.324 | 0.006 | 0.000 | 0.000 |
| HoraP2 | 0.028 | 0.044 | 0.017 | 0.028 | 0.023 | 0.119 | 1.000 | 0.338 | 0.017 | 0.623 | 0.429 | 0.020 | 0.011 | 0.019 |
| Jornada | 0.062 | 0.080 | 0.013 | 0.087 | 0.097 | 0.498 | 0.338 | 1.000 | 0.025 | 0.275 | 0.116 | 0.050 | 0.001 | 0.000 |
| MES | 0.000 | 0.021 | 0.013 | 0.012 | 0.013 | 0.016 | 0.017 | 0.025 | 1.000 | 0.012 | 0.017 | 0.096 | 0.018 | 0.011 |
| Ponderacion | 0.150 | 0.023 | 0.530 | 0.424 | 0.584 | 0.524 | 0.623 | 0.275 | 0.012 | 1.000 | 0.946 | 0.062 | 0.055 | 0.056 |
| Riesgo | 0.189 | 0.000 | 0.175 | 0.172 | 0.215 | 0.324 | 0.429 | 0.116 | 0.017 | 0.946 | 1.000 | 0.056 | 0.052 | 0.043 |
| YEAR | 0.065 | 0.021 | -0.132 | 0.345 | 0.475 | 0.006 | 0.020 | 0.050 | 0.096 | 0.062 | 0.056 | 1.000 | 0.035 | 0.023 |
| tipo_principal | 0.014 | 0.007 | 0.096 | 0.035 | 0.034 | 0.000 | 0.011 | 0.001 | 0.018 | 0.055 | 0.052 | 0.035 | 1.000 | 0.702 |
| tipo_secundaria | 0.000 | 0.000 | 0.108 | 0.014 | 0.019 | 0.000 | 0.019 | 0.000 | 0.011 | 0.056 | 0.043 | 0.023 | 0.702 | 1.000 |
Missing values
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.
Sample
| Jornada | HoraP1 | HoraP2 | GRAVEDAD_ACCIDENTE | CLASE_ACCIDENTE | direccion_normalizada | tipo_principal | num_principal | tipo_secundaria | num_secundaria | FRECUENCIA | Heridos | Muertos | Material | YEAR | MES | DIA | Ponderacion | Riesgo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Tarde | No | No | Heridos | Choque | 15 SUR CL 110 | CL | 110 | NaN | NaN | 1 | si | no | no | 2018 | October | Wed | 5.33 | Bajo |
| 1 | Noche | No | No | Material | Choque | AV CIRCUNVALAR CL 90B | CL | 90B | NaN | NaN | 1 | no | no | no | 2019 | September | Thu | 4.67 | Bajo |
| 2 | Tarde | No | Si | Heridos | Atropello | CL 17 CR 22 | CL | 17 | CR | 22 | 1 | si | no | no | 2018 | July | Tue | 9.67 | Moderado |
| 3 | Noche | No | No | Material | Choque | AV CIRCUNVALAR CL 110 CR 43 | CL | 110 | CR | 43 | 1 | no | no | no | 2021 | November | Tue | 4.67 | Bajo |
| 4 | Noche | No | Si | Heridos | Caida Ocupante | AV CORDIALIDAD CR 5A | CR | 5A | NaN | NaN | 1 | si | no | no | 2024 | February | Tue | 9.33 | Moderado |
| 5 | Morning | Si | No | Heridos | Choque | AV 100 CR 14 | AV | 100 | CR | 14 | 1 | si | no | no | 2018 | June | Tue | 8.00 | Moderado |
| 6 | Morning | Si | No | Material | Choque | AV 110 CR 53 | AV | 110 | CR | 53 | 1 | no | no | no | 2019 | August | Thu | 7.00 | Moderado |
| 7 | Morning | No | No | Heridos | Choque | AV 110 CL 110 | AV | 110 | CL | 110 | 2 | si | no | no | 2021 | March | Mon | 6.00 | Bajo |
| 8 | Morning | No | No | Material | Choque | AV 110 CL 110 | AV | 110 | CL | 110 | 2 | no | no | no | 2021 | March | Mon | 5.00 | Bajo |
| 9 | Tarde | No | Si | Heridos | Choque | AV 110 CL 30 | AV | 110 | CL | 30 | 1 | si | no | no | 2019 | September | Wed | 8.33 | Moderado |
| Jornada | HoraP1 | HoraP2 | GRAVEDAD_ACCIDENTE | CLASE_ACCIDENTE | direccion_normalizada | tipo_principal | num_principal | tipo_secundaria | num_secundaria | FRECUENCIA | Heridos | Muertos | Material | YEAR | MES | DIA | Ponderacion | Riesgo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 27166 | Noche | No | No | Material | Choque | VIA JUAN MINA PUENTE LA PROSPERIDAD | NOMBRE | VIA JUAN MINA | NaN | NaN | 1 | no | no | no | 2022 | January | Sun | 4.67 | Bajo |
| 27167 | Tarde | No | No | Material | Choque | VIA JUAN MINA VIA 11 5 168 | NOMBRE | VIA JUAN MINA | NaN | NaN | 1 | no | no | no | 2022 | July | Thu | 4.33 | Bajo |
| 27168 | Morning | Si | No | Material | Choque | VIA JUAN MINA VIA 11 CR 8 | CR | 8 | NaN | NaN | 1 | no | no | no | 2022 | May | Thu | 7.00 | Moderado |
| 27169 | Noche | No | No | Material | Choque | VIA JUAN TUBARA KM 8 | NaN | NaN | NaN | NaN | 1 | no | no | no | 2021 | September | Tue | 4.67 | Bajo |
| 27170 | Tarde | No | No | Heridos | Choque | VIA LA PLAYA COLEGIO PIES DESCALZOS | NaN | NaN | NaN | NaN | 1 | si | no | no | 2023 | August | Fri | 5.33 | Bajo |
| 27171 | Noche | No | No | Material | Choque | VIA LA PLAYA KM 2,5 | NaN | NaN | NaN | NaN | 1 | no | no | no | 2018 | July | Sun | 4.67 | Bajo |
| 27172 | Morning | No | No | Material | Choque | VIA LA PROSPERIDAD ENTRADA A VILLA CAMPESTRE | NOMBRE | VIA LA PROSPERIDAD | NaN | NaN | 1 | no | no | no | 2021 | October | Thu | 4.00 | Bajo |
| 27173 | Noche | No | Si | Heridos | Choque | VIA LAS FLORES A LA PLAYA A 250 METROS | NaN | NaN | NaN | NaN | 1 | si | no | no | 2018 | September | Sun | 8.67 | Moderado |
| 27174 | Morning | No | No | Heridos | Otro | VIA PROSPERIDAD SENTIDO LA PLAYA LAS FLORES | NaN | NaN | NaN | NaN | 1 | si | no | no | 2024 | July | Mon | 5.00 | Bajo |
| 27175 | Morning | No | No | Muertos | Caida Ocupante | VIA QUE CONDUCE VEREDA LAS NUBES AV 110 | AV | 110 | NaN | NaN | 1 | no | no | no | 2020 | August | Tue | 6.67 | Moderado |
Duplicate rows
Most frequently occurring
| Jornada | HoraP1 | HoraP2 | GRAVEDAD_ACCIDENTE | CLASE_ACCIDENTE | direccion_normalizada | tipo_principal | num_principal | tipo_secundaria | num_secundaria | FRECUENCIA | Heridos | Muertos | Material | YEAR | MES | DIA | Ponderacion | Riesgo | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 56 | Tarde | No | No | Material | Choque | CR 38 CL 57 | CR | 38 | CL | 57 | 8 | no | no | no | 2018 | April | Wed | 6.33 | Moderado | 3 |
| 0 | Morning | No | No | Heridos | Choque | CL 99 CR 57 | CL | 99 | CR | 57 | 3 | si | no | no | 2022 | February | Mon | 7.00 | Moderado | 2 |
| 1 | Morning | No | No | Material | Choque | CL 110 CR 12 | CL | 110 | CR | 12 | 13 | no | no | no | 2021 | June | Sat | 6.00 | Bajo | 2 |
| 2 | Morning | No | No | Material | Choque | CL 110 CR 27 | CL | 110 | CR | 27 | 33 | no | no | no | 2019 | December | Fri | 6.00 | Bajo | 2 |
| 3 | Morning | No | No | Material | Choque | CL 110 CR 6 | CL | 110 | CR | 6 | 66 | no | no | no | 2019 | September | Mon | 6.00 | Bajo | 2 |
| 4 | Morning | No | No | Material | Choque | CL 17 CR 8 | CL | 17 | CR | 8 | 25 | no | no | no | 2018 | May | Wed | 6.00 | Bajo | 2 |
| 5 | Morning | No | No | Material | Choque | CL 30 CR 19 | CL | 30 | CR | 19 | 3 | no | no | no | 2020 | December | Mon | 6.00 | Bajo | 2 |
| 6 | Morning | No | No | Material | Choque | CL 30 CR 45 | CL | 30 | CR | 45 | 12 | no | no | no | 2020 | November | Fri | 6.00 | Bajo | 2 |
| 7 | Morning | No | No | Material | Choque | CL 30 CR 8 | CL | 30 | CR | 8 | 53 | no | no | no | 2018 | June | Fri | 6.00 | Bajo | 2 |
| 8 | Morning | No | No | Material | Choque | CL 56 CR 9 | CL | 56 | CR | 9 | 4 | no | no | no | 2020 | March | Mon | 6.00 | Bajo | 2 |