Savvy-Slowley/Tanzania-Pump-Prediction

# Tanzania Pump Prediction Overview **FULL README COMING SOON** **SPOILER: RECOMMENDATION PICTURES WERE MADE IN TABLEAU!!!** This link contains the story behind the data: drivendata.org # Generating and Cleaning the Data # Exploratory Data Analysis # Building the Models # Results # Recommendations # Data Dictionary for this Dataset ## Features of The Pumps Features | Description ------------ | ------------- amount_tsh | Total static head (amount water available to waterpoint) date_recorded | The date the row was entered funder | Who funded the well gps_height | Altitude of the well installer | Organization that installed the well longitude | GPS coordinate latitude | GPS coordinate wpt_name | Name of the waterpoint if there is one num_private | MISSING DESCRIPTION basin | Geographic water basin subvillage | Geographic location region | Geographic location region_code | Geographic location (coded) district_code | Geographic location (coded) lga | Geographic location ward | Geographic location population | Population around the well public_meeting | True/False recorded_by | Group entering this row of data scheme_management | Who operates the waterpoint scheme_name | Who operates the waterpoint permit | If the waterpoint is permitted construction_year | Year the waterpoint was constructed extraction_type | The kind of extraction the waterpoint uses extraction_type_group | The kind of extraction the waterpoint uses extraction_type_class | The kind of extraction the waterpoint uses management | How the waterpoint is managed management_group | How the waterpoint is managed payment | What the water costs payment_type | What the water costs water_quality | The quality of the water quality_group | The quality of the water quantity | The quantity of water quantity_group | The quantity of water source | The source of the water source_type | The source of the water source_class | Th …