All of the crime data has been compiled from the Houston Police Department website. The links below will take you the website to see the raw data or you can download the clean dataset used for our machine learning models. The clean data set time period ranges from January 2018 to May 2020. Below you can query the complete dataset on the time period and also see a snippet of the downloadable file.
Clean Machine Learning Dataset (.csv)
| Index | Hour | Offense_Type | Premise | City | Tract | Month | Day_of_Week | Temperature | Weather |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Burglary/Robbery | Residence or House | Houston | 313100 | 1 | Monday | 46.56 | Clouds |
| 1 | 0 | Burglary/Robbery | Apartment | Houston | 321300 | 1 | Monday | 46.56 | Clouds |
| 2 | 0 | Burglary/Robbery | Road, Street, or Sidewalk | Houston | 432801 | 1 | Monday | 46.56 | Clouds |
| 3 | 0 | Assault | Road, Street, or Sidewalk | Houston | 330700 | 1 | Monday | 46.56 | Clouds |
| 4 | 0 | Theft | Church, Synagogue, or Temple Parking Lot | Houston | 312800 | 1 | Monday | 46.56 | Clouds |
| 5 | 0 | Theft | Church, Synagogue, or Temple Parking Lot | Houston | 334100 | 1 | Monday | 46.56 | Clouds |
| 6 | 0 | Murder/Manslaughter | Road, Street, or Sidewalk | Houston | 421201 | 1 | Monday | 46.56 | Clouds |
| 7 | 0 | Assault | Residence or House | Houston | 421700 | 1 | Monday | 46.56 | Clouds |
| 8 | 0 | Assault | Residence or House | Houston | 423201 | 1 | Monday | 46.56 | Clouds |
| 10 | 0 | Theft | Service or Gas Station | Houston | 220500 | 1 | Monday | 46.56 | Clouds |
| 11 | 0 | Burglary/Robbery | Apartment Parking Lot | Houston | 550301 | 1 | Monday | 46.56 | Clouds |