Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 40160 |
| Missing cells | 25888 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.3 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Numeric | 4 |
|---|---|
| DateTime | 4 |
| Categorical | 5 |
| Boolean | 1 |
Crime Description is highly overall correlated with Crime Domain | High correlation |
Crime Domain is highly overall correlated with Crime Description | High correlation |
Weapon Used has 5790 (14.4%) missing values | Missing |
Date Case Closed has 20098 (50.0%) missing values | Missing |
Report Number is uniformly distributed | Uniform |
Report Number has unique values | Unique |
Date of Occurrence has unique values | Unique |
Reproduction
| Analysis started | 2025-09-01 15:30:46.073321 |
|---|---|
| Analysis finished | 2025-09-01 15:31:26.750986 |
| Duration | 40.68 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Report Number
Real number (ℝ)
Uniform Unique
| Distinct | 40160 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20080.5 |
| Minimum | 1 |
|---|---|
| Maximum | 40160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 313.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2008.95 |
| Q1 | 10040.75 |
| median | 20080.5 |
| Q3 | 30120.25 |
| 95-th percentile | 38152.05 |
| Maximum | 40160 |
| Range | 40159 |
| Interquartile range (IQR) | 20079.5 |
Descriptive statistics
| Standard deviation | 11593.338 |
|---|---|
| Coefficient of variation (CV) | 0.57734308 |
| Kurtosis | -1.2 |
| Mean | 20080.5 |
| Median Absolute Deviation (MAD) | 10040 |
| Skewness | 0 |
| Sum | 8.0643288 × 108 |
| Variance | 1.3440548 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40144 | 1 | < 0.1% |
| 40143 | 1 | < 0.1% |
| 40142 | 1 | < 0.1% |
| 40141 | 1 | < 0.1% |
| 40140 | 1 | < 0.1% |
| 40139 | 1 | < 0.1% |
| 40138 | 1 | < 0.1% |
| 40137 | 1 | < 0.1% |
| 40136 | 1 | < 0.1% |
| 40135 | 1 | < 0.1% |
| Other values (40150) | 40150 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 40160 | 1 | |
| 40159 | 1 | |
| 40158 | 1 | |
| 40157 | 1 | |
| 40156 | 1 | |
| 40155 | 1 | |
| 40154 | 1 | |
| 40153 | 1 | |
| 40152 | 1 | |
| 40151 | 1 |
Date Reported
Date
| Distinct | 25546 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| Minimum | 2020-01-01 05:00:00 |
|---|---|
| Maximum | 2024-12-07 21:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Unique
| Distinct | 40160 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2024-07-31 07:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
| Distinct | 39886 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| Minimum | 2020-01-01 01:11:00 |
|---|---|
| Maximum | 2024-12-07 23:29:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
City
Categorical
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| Delhi | |
|---|---|
| Mumbai | |
| Bangalore | |
| Hyderabad | |
| Kolkata | |
| Other values (24) |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 6.705752 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ahmedabad |
|---|---|
| 2nd row | Chennai |
| 3rd row | Ludhiana |
| 4th row | Pune |
| 5th row | Pune |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 5400 | |
| Mumbai | 4415 | 11.0% |
| Bangalore | 3588 | 8.9% |
| Hyderabad | 2881 | 7.2% |
| Kolkata | 2518 | 6.3% |
| Chennai | 2493 | 6.2% |
| Pune | 2212 | 5.5% |
| Ahmedabad | 1817 | 4.5% |
| Jaipur | 1479 | 3.7% |
| Lucknow | 1456 | 3.6% |
| Other values (19) | 11901 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| delhi | 5400 | |
| mumbai | 4415 | 11.0% |
| bangalore | 3588 | 8.9% |
| hyderabad | 2881 | 7.2% |
| kolkata | 2518 | 6.3% |
| chennai | 2493 | 6.2% |
| pune | 2212 | 5.5% |
| ahmedabad | 1817 | 4.5% |
| jaipur | 1479 | 3.7% |
| lucknow | 1456 | 3.6% |
| Other values (19) | 11901 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 48356 | |
| e | 20586 | 7.6% |
| n | 18024 | 6.7% |
| i | 17788 | 6.6% |
| r | 14533 | 5.4% |
| u | 13994 | 5.2% |
| h | 13665 | 5.1% |
| l | 12551 | 4.7% |
| d | 12268 | 4.6% |
| b | 10171 | 3.8% |
| Other values (30) | 87367 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 229143 | |
| Uppercase Letter | 40160 | 14.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 48356 | |
| e | 20586 | |
| n | 18024 | 7.9% |
| i | 17788 | 7.8% |
| r | 14533 | 6.3% |
| u | 13994 | 6.1% |
| h | 13665 | 6.0% |
| l | 12551 | 5.5% |
| d | 12268 | 5.4% |
| b | 10171 | 4.4% |
| Other values (12) | 47207 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 5400 | |
| M | 4810 | |
| B | 4278 | |
| K | 3985 | |
| P | 2907 | |
| H | 2881 | |
| A | 2581 | 6.4% |
| C | 2493 | 6.2% |
| L | 2217 | 5.5% |
| S | 1482 | 3.7% |
| Other values (8) | 7126 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 269303 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 48356 | |
| e | 20586 | 7.6% |
| n | 18024 | 6.7% |
| i | 17788 | 6.6% |
| r | 14533 | 5.4% |
| u | 13994 | 5.2% |
| h | 13665 | 5.1% |
| l | 12551 | 4.7% |
| d | 12268 | 4.6% |
| b | 10171 | 3.8% |
| Other values (30) | 87367 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 269303 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 48356 | |
| e | 20586 | 7.6% |
| n | 18024 | 6.7% |
| i | 17788 | 6.6% |
| r | 14533 | 5.4% |
| u | 13994 | 5.2% |
| h | 13665 | 5.1% |
| l | 12551 | 4.7% |
| d | 12268 | 4.6% |
| b | 10171 | 3.8% |
| Other values (30) | 87367 |
Crime Code
Real number (ℝ)
| Distinct | 500 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 349.36026 |
| Minimum | 100 |
|---|---|
| Maximum | 599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 313.9 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 225 |
| median | 349 |
| Q3 | 474 |
| 95-th percentile | 574 |
| Maximum | 599 |
| Range | 499 |
| Interquartile range (IQR) | 249 |
Descriptive statistics
| Standard deviation | 144.16921 |
|---|---|
| Coefficient of variation (CV) | 0.4126663 |
| Kurtosis | -1.1957686 |
| Mean | 349.36026 |
| Median Absolute Deviation (MAD) | 124 |
| Skewness | 0.0033074838 |
| Sum | 14030308 |
| Variance | 20784.76 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 341 | 108 | 0.3% |
| 372 | 108 | 0.3% |
| 360 | 108 | 0.3% |
| 297 | 103 | 0.3% |
| 452 | 102 | 0.3% |
| 183 | 102 | 0.3% |
| 597 | 101 | 0.3% |
| 157 | 101 | 0.3% |
| 381 | 101 | 0.3% |
| 311 | 100 | 0.2% |
| Other values (490) | 39126 |
| Value | Count | Frequency (%) |
| 100 | 72 | |
| 101 | 78 | |
| 102 | 89 | |
| 103 | 75 | |
| 104 | 85 | |
| 105 | 67 | |
| 106 | 84 | |
| 107 | 68 | |
| 108 | 72 | |
| 109 | 82 |
| Value | Count | Frequency (%) |
| 599 | 90 | |
| 598 | 74 | |
| 597 | 101 | |
| 596 | 86 | |
| 595 | 77 | |
| 594 | 76 | |
| 593 | 70 | |
| 592 | 78 | |
| 591 | 79 | |
| 590 | 90 |
Crime Description
Categorical
High correlation
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| BURGLARY | 1980 |
|---|---|
| VANDALISM | 1975 |
| FRAUD | 1965 |
| DOMESTIC VIOLENCE | 1932 |
| FIREARM OFFENSE | 1931 |
| Other values (16) |
Length
| Max length | 19 |
|---|---|
| Median length | 15 |
| Mean length | 11.646838 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IDENTITY THEFT |
|---|---|
| 2nd row | HOMICIDE |
| 3rd row | KIDNAPPING |
| 4th row | BURGLARY |
| 5th row | VANDALISM |
Common Values
| Value | Count | Frequency (%) |
| BURGLARY | 1980 | 4.9% |
| VANDALISM | 1975 | 4.9% |
| FRAUD | 1965 | 4.9% |
| DOMESTIC VIOLENCE | 1932 | 4.8% |
| FIREARM OFFENSE | 1931 | 4.8% |
| ROBBERY | 1928 | 4.8% |
| KIDNAPPING | 1920 | 4.8% |
| IDENTITY THEFT | 1918 | 4.8% |
| SEXUAL ASSAULT | 1917 | 4.8% |
| ASSAULT | 1915 | 4.8% |
| Other values (11) | 20779 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| assault | 3832 | 6.5% |
| offense | 3821 | 6.5% |
| burglary | 1980 | 3.3% |
| vandalism | 1975 | 3.3% |
| fraud | 1965 | 3.3% |
| violence | 1932 | 3.3% |
| domestic | 1932 | 3.3% |
| firearm | 1931 | 3.3% |
| robbery | 1928 | 3.3% |
| kidnapping | 1920 | 3.2% |
| Other values (19) | 35978 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 49541 | 10.6% |
| E | 43748 | 9.4% |
| O | 34198 | 7.3% |
| N | 32350 | 6.9% |
| T | 32299 | 6.9% |
| A | 30858 | 6.6% |
| S | 30504 | 6.5% |
| R | 26884 | 5.7% |
| L | 26731 | 5.7% |
| F | 21016 | 4.5% |
| Other values (14) | 139608 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 446841 | |
| Space Separator | 19034 | 4.1% |
| Dash Punctuation | 1862 | 0.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 49541 | |
| E | 43748 | 9.8% |
| O | 34198 | 7.7% |
| N | 32350 | 7.2% |
| T | 32299 | 7.2% |
| A | 30858 | 6.9% |
| S | 30504 | 6.8% |
| R | 26884 | 6.0% |
| L | 26731 | 6.0% |
| F | 21016 | 4.7% |
| Other values (12) | 118712 |
Space Separator
| Value | Count | Frequency (%) |
| 19034 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1862 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 446841 | |
| Common | 20896 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 49541 | |
| E | 43748 | 9.8% |
| O | 34198 | 7.7% |
| N | 32350 | 7.2% |
| T | 32299 | 7.2% |
| A | 30858 | 6.9% |
| S | 30504 | 6.8% |
| R | 26884 | 6.0% |
| L | 26731 | 6.0% |
| F | 21016 | 4.7% |
| Other values (12) | 118712 |
Common
| Value | Count | Frequency (%) |
| 19034 | ||
| - | 1862 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 467737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 49541 | 10.6% |
| E | 43748 | 9.4% |
| O | 34198 | 7.3% |
| N | 32350 | 6.9% |
| T | 32299 | 6.9% |
| A | 30858 | 6.6% |
| S | 30504 | 6.5% |
| R | 26884 | 5.7% |
| L | 26731 | 5.7% |
| F | 21016 | 4.5% |
| Other values (14) | 139608 |
Victim Age
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.49126 |
| Minimum | 10 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 313.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 27 |
| median | 44 |
| Q3 | 62 |
| 95-th percentile | 76 |
| Maximum | 79 |
| Range | 69 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 20.22555 |
|---|---|
| Coefficient of variation (CV) | 0.45459602 |
| Kurtosis | -1.2012593 |
| Mean | 44.49126 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.0082454311 |
| Sum | 1786769 |
| Variance | 409.07286 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25 | 636 | 1.6% |
| 22 | 636 | 1.6% |
| 35 | 619 | 1.5% |
| 34 | 612 | 1.5% |
| 40 | 608 | 1.5% |
| 76 | 607 | 1.5% |
| 11 | 606 | 1.5% |
| 73 | 601 | 1.5% |
| 60 | 601 | 1.5% |
| 61 | 599 | 1.5% |
| Other values (60) | 34035 |
| Value | Count | Frequency (%) |
| 10 | 571 | |
| 11 | 606 | |
| 12 | 534 | |
| 13 | 574 | |
| 14 | 542 | |
| 15 | 575 | |
| 16 | 572 | |
| 17 | 552 | |
| 18 | 595 | |
| 19 | 573 |
| Value | Count | Frequency (%) |
| 79 | 597 | |
| 78 | 596 | |
| 77 | 555 | |
| 76 | 607 | |
| 75 | 565 | |
| 74 | 581 | |
| 73 | 601 | |
| 72 | 582 | |
| 71 | 531 | |
| 70 | 574 |
Victim Gender
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| F | |
|---|---|
| M | |
| X |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 22423 | |
| M | 13405 | |
| X | 4332 | 10.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 22423 | |
| m | 13405 | |
| x | 4332 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 22423 | |
| M | 13405 | |
| X | 4332 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 40160 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 22423 | |
| M | 13405 | |
| X | 4332 | 10.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40160 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 22423 | |
| M | 13405 | |
| X | 4332 | 10.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 22423 | |
| M | 13405 | |
| X | 4332 | 10.8% |
Weapon Used
Categorical
Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5790 |
| Missing (%) | 14.4% |
| Memory size | 313.9 KiB |
| Knife | |
|---|---|
| Explosives | |
| Blunt Object | |
| Poison | |
| Other |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 7.5000873 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blunt Object |
|---|---|
| 2nd row | Poison |
| 3rd row | Blunt Object |
| 4th row | Firearm |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Knife | 5835 | |
| Explosives | 5751 | |
| Blunt Object | 5737 | |
| Poison | 5728 | |
| Other | 5676 | |
| Firearm | 5643 | |
| (Missing) | 5790 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| knife | 5835 | |
| explosives | 5751 | |
| blunt | 5737 | |
| object | 5737 | |
| poison | 5728 | |
| other | 5676 | |
| firearm | 5643 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 28642 | 11.1% |
| i | 22957 | 8.9% |
| n | 17300 | 6.7% |
| s | 17230 | 6.7% |
| o | 17207 | 6.7% |
| t | 17150 | 6.7% |
| r | 16962 | 6.6% |
| l | 11488 | 4.5% |
| O | 11413 | 4.4% |
| K | 5835 | 2.3% |
| Other values (16) | 91594 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 211934 | |
| Uppercase Letter | 40107 | 15.6% |
| Space Separator | 5737 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 28642 | |
| i | 22957 | |
| n | 17300 | 8.2% |
| s | 17230 | 8.1% |
| o | 17207 | 8.1% |
| t | 17150 | 8.1% |
| r | 16962 | 8.0% |
| l | 11488 | 5.4% |
| f | 5835 | 2.8% |
| x | 5751 | 2.7% |
| Other values (9) | 51412 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 11413 | |
| K | 5835 | |
| E | 5751 | |
| B | 5737 | |
| P | 5728 | |
| F | 5643 |
Space Separator
| Value | Count | Frequency (%) |
| 5737 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 252041 | |
| Common | 5737 | 2.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 28642 | 11.4% |
| i | 22957 | 9.1% |
| n | 17300 | 6.9% |
| s | 17230 | 6.8% |
| o | 17207 | 6.8% |
| t | 17150 | 6.8% |
| r | 16962 | 6.7% |
| l | 11488 | 4.6% |
| O | 11413 | 4.5% |
| K | 5835 | 2.3% |
| Other values (15) | 85857 |
Common
| Value | Count | Frequency (%) |
| 5737 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 257778 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 28642 | 11.1% |
| i | 22957 | 8.9% |
| n | 17300 | 6.7% |
| s | 17230 | 6.7% |
| o | 17207 | 6.7% |
| t | 17150 | 6.7% |
| r | 16962 | 6.6% |
| l | 11488 | 4.5% |
| O | 11413 | 4.4% |
| K | 5835 | 2.3% |
| Other values (16) | 91594 |
Crime Domain
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.9 KiB |
| Other Crime | |
|---|---|
| Violent Crime | |
| Fire Accident | |
| Traffic Fatality | 1915 |
Length
| Max length | 16 |
|---|---|
| Median length | 11 |
| Mean length | 12.000224 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Violent Crime |
|---|---|
| 2nd row | Other Crime |
| 3rd row | Other Crime |
| 4th row | Other Crime |
| 5th row | Other Crime |
Common Values
| Value | Count | Frequency (%) |
| Other Crime | 22948 | |
| Violent Crime | 11472 | |
| Fire Accident | 3825 | 9.5% |
| Traffic Fatality | 1915 | 4.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| crime | 34420 | |
| other | 22948 | |
| violent | 11472 | 14.3% |
| fire | 3825 | 4.8% |
| accident | 3825 | 4.8% |
| traffic | 1915 | 2.4% |
| fatality | 1915 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 76490 | |
| r | 63108 | |
| i | 57372 | |
| t | 42075 | |
| 40160 | ||
| C | 34420 | |
| m | 34420 | |
| h | 22948 | 4.8% |
| O | 22948 | 4.8% |
| n | 15297 | 3.2% |
| Other values (11) | 72691 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 361449 | |
| Uppercase Letter | 80320 | 16.7% |
| Space Separator | 40160 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 76490 | |
| r | 63108 | |
| i | 57372 | |
| t | 42075 | |
| m | 34420 | |
| h | 22948 | 6.3% |
| n | 15297 | 4.2% |
| l | 13387 | 3.7% |
| o | 11472 | 3.2% |
| c | 9565 | 2.6% |
| Other values (4) | 15315 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 34420 | |
| O | 22948 | |
| V | 11472 | 14.3% |
| F | 5740 | 7.1% |
| A | 3825 | 4.8% |
| T | 1915 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 40160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 441769 | |
| Common | 40160 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 76490 | |
| r | 63108 | |
| i | 57372 | |
| t | 42075 | |
| C | 34420 | |
| m | 34420 | |
| h | 22948 | 5.2% |
| O | 22948 | 5.2% |
| n | 15297 | 3.5% |
| l | 13387 | 3.0% |
| Other values (10) | 59304 |
Common
| Value | Count | Frequency (%) |
| 40160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 481929 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 76490 | |
| r | 63108 | |
| i | 57372 | |
| t | 42075 | |
| 40160 | ||
| C | 34420 | |
| m | 34420 | |
| h | 22948 | 4.8% |
| O | 22948 | 4.8% |
| n | 15297 | 3.2% |
| Other values (11) | 72691 |
Police Deployed
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.00625 |
| Minimum | 1 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 313.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 18 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.4679511 |
|---|---|
| Coefficient of variation (CV) | 0.54645358 |
| Kurtosis | -1.200468 |
| Mean | 10.00625 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.0038525497 |
| Sum | 401851 |
| Variance | 29.898489 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 15 | 2166 | 5.4% |
| 2 | 2153 | 5.4% |
| 8 | 2150 | 5.4% |
| 10 | 2150 | 5.4% |
| 12 | 2145 | 5.3% |
| 9 | 2141 | 5.3% |
| 6 | 2139 | 5.3% |
| 13 | 2129 | 5.3% |
| 3 | 2119 | 5.3% |
| 19 | 2115 | 5.3% |
| Other values (9) | 18753 |
| Value | Count | Frequency (%) |
| 1 | 2088 | |
| 2 | 2153 | |
| 3 | 2119 | |
| 4 | 2063 | |
| 5 | 2065 | |
| 6 | 2139 | |
| 7 | 2057 | |
| 8 | 2150 | |
| 9 | 2141 | |
| 10 | 2150 |
| Value | Count | Frequency (%) |
| 19 | 2115 | |
| 18 | 2088 | |
| 17 | 2106 | |
| 16 | 2077 | |
| 15 | 2166 | |
| 14 | 2104 | |
| 13 | 2129 | |
| 12 | 2145 | |
| 11 | 2105 | |
| 10 | 2150 |
| Value | Count | Frequency (%) |
| False | 20098 | |
| True | 20062 |
Date Case Closed
Date
Missing
| Distinct | 16011 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 20098 |
| Missing (%) | 50.0% |
| Memory size | 313.9 KiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2026-11-04 22:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Interactions
Correlations
| Case Closed | City | Crime Code | Crime Description | Crime Domain | Police Deployed | Report Number | Victim Age | Victim Gender | Weapon Used | |
|---|---|---|---|---|---|---|---|---|---|---|
| Case Closed | 1.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.009 | 0.007 | 0.000 | 0.000 |
| City | 0.000 | 1.000 | 0.005 | 0.003 | 0.014 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 |
| Crime Code | 0.004 | 0.005 | 1.000 | 0.000 | 0.000 | 0.008 | 0.005 | -0.005 | 0.000 | 0.004 |
| Crime Description | 0.000 | 0.003 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.003 |
| Crime Domain | 0.000 | 0.014 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.003 |
| Police Deployed | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 1.000 | 0.004 | 0.003 | 0.008 | 0.009 |
| Report Number | 0.009 | 0.000 | 0.005 | 0.000 | 0.000 | 0.004 | 1.000 | 0.007 | 0.345 | 0.000 |
| Victim Age | 0.007 | 0.000 | -0.005 | 0.008 | 0.000 | 0.003 | 0.007 | 1.000 | 0.017 | 0.006 |
| Victim Gender | 0.000 | 0.005 | 0.000 | 0.000 | 0.011 | 0.008 | 0.345 | 0.017 | 1.000 | 0.011 |
| Weapon Used | 0.000 | 0.000 | 0.004 | 0.003 | 0.003 | 0.009 | 0.000 | 0.006 | 0.011 | 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
| Report Number | Date Reported | Date of Occurrence | Time of Occurrence | City | Crime Code | Crime Description | Victim Age | Victim Gender | Weapon Used | Crime Domain | Police Deployed | Case Closed | Date Case Closed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 02-01-2020 00:00 | 01-01-2020 00:00 | 01-01-2020 01:11 | Ahmedabad | 576 | IDENTITY THEFT | 16 | M | Blunt Object | Violent Crime | 13 | No | NaN |
| 1 | 2 | 01-01-2020 19:00 | 01-01-2020 01:00 | 01-01-2020 06:26 | Chennai | 128 | HOMICIDE | 37 | M | Poison | Other Crime | 9 | No | NaN |
| 2 | 3 | 02-01-2020 05:00 | 01-01-2020 02:00 | 01-01-2020 14:30 | Ludhiana | 271 | KIDNAPPING | 48 | F | Blunt Object | Other Crime | 15 | No | NaN |
| 3 | 4 | 01-01-2020 05:00 | 01-01-2020 03:00 | 01-01-2020 14:46 | Pune | 170 | BURGLARY | 49 | F | Firearm | Other Crime | 1 | Yes | 29-04-2020 05:00 |
| 4 | 5 | 01-01-2020 21:00 | 01-01-2020 04:00 | 01-01-2020 16:51 | Pune | 421 | VANDALISM | 30 | F | Other | Other Crime | 18 | Yes | 08-01-2020 21:00 |
| 5 | 6 | 02-01-2020 03:00 | 01-01-2020 05:00 | 01-01-2020 17:09 | Delhi | 442 | ASSAULT | 16 | M | Firearm | Violent Crime | 18 | Yes | 30-03-2020 03:00 |
| 6 | 7 | 01-01-2020 16:00 | 01-01-2020 06:00 | 01-01-2020 14:08 | Chennai | 172 | VEHICLE - STOLEN | 64 | F | Knife | Violent Crime | 13 | Yes | 24-03-2020 16:00 |
| 7 | 8 | 02-01-2020 10:00 | 01-01-2020 07:00 | 02-01-2020 06:33 | Chennai | 169 | COUNTERFEITING | 78 | X | Knife | Other Crime | 8 | No | NaN |
| 8 | 9 | 04-01-2020 03:00 | 01-01-2020 08:00 | 02-01-2020 06:34 | Mumbai | 338 | EXTORTION | 41 | X | Blunt Object | Other Crime | 1 | No | NaN |
| 9 | 10 | 03-01-2020 07:00 | 01-01-2020 09:00 | 01-01-2020 17:50 | Chennai | 497 | PUBLIC INTOXICATION | 29 | M | Knife | Other Crime | 4 | No | NaN |
| Report Number | Date Reported | Date of Occurrence | Time of Occurrence | City | Crime Code | Crime Description | Victim Age | Victim Gender | Weapon Used | Crime Domain | Police Deployed | Case Closed | Date Case Closed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40150 | 40151 | 01-08-2024 23:00 | 07-30-2024 22:00 | 31-07-2024 19:41 | Mumbai | 430 | TRAFFIC VIOLATION | 47 | F | Knife | Traffic Fatality | 6 | No | NaN |
| 40151 | 40152 | 01-08-2024 00:00 | 07-30-2024 23:00 | 30-07-2024 23:10 | Mumbai | 106 | KIDNAPPING | 42 | F | NaN | Other Crime | 1 | Yes | 25-10-2024 00:00 |
| 40152 | 40153 | 02-08-2024 11:00 | 07-31-2024 00:00 | 31-07-2024 03:46 | Srinagar | 568 | VANDALISM | 65 | F | Blunt Object | Other Crime | 7 | No | NaN |
| 40153 | 40154 | 31-07-2024 17:00 | 07-31-2024 01:00 | 31-07-2024 21:42 | Kolkata | 567 | PUBLIC INTOXICATION | 71 | F | Blunt Object | Other Crime | 14 | Yes | 22-08-2024 17:00 |
| 40154 | 40155 | 01-08-2024 11:00 | 07-31-2024 02:00 | 31-07-2024 12:59 | Chennai | 532 | COUNTERFEITING | 50 | F | Explosives | Other Crime | 2 | No | NaN |
| 40155 | 40156 | 01-08-2024 16:00 | 07-31-2024 03:00 | 31-07-2024 05:05 | Kolkata | 312 | COUNTERFEITING | 78 | F | Firearm | Other Crime | 12 | No | NaN |
| 40156 | 40157 | 31-07-2024 14:00 | 07-31-2024 04:00 | 31-07-2024 04:14 | Mumbai | 300 | ILLEGAL POSSESSION | 75 | F | NaN | Other Crime | 2 | Yes | 29-09-2024 14:00 |
| 40157 | 40158 | 02-08-2024 03:00 | 07-31-2024 05:00 | 31-07-2024 21:33 | Kanpur | 423 | VEHICLE - STOLEN | 68 | M | Other | Violent Crime | 6 | No | NaN |
| 40158 | 40159 | 01-08-2024 19:00 | 07-31-2024 06:00 | 31-07-2024 11:05 | Patna | 311 | SEXUAL ASSAULT | 11 | M | Blunt Object | Violent Crime | 1 | No | NaN |
| 40159 | 40160 | 31-07-2024 17:00 | 07-31-2024 07:00 | 31-07-2024 17:19 | Delhi | 193 | DOMESTIC VIOLENCE | 43 | F | Poison | Violent Crime | 7 | Yes | 28-09-2024 17:00 |