”With his sister, the Titaness Theia, Hyperion fathered Helios (Sun), Selene (Moon) and Eos (Dawn).”
TASK
Build something cool. With flask. And with the data provided...
DATA
I've included some data to get you started...
- data/pokemon_go.csv
DATA DICTIONARY
| Column | Description |
|---|---|
| pokedex_id | the identifier of a Pokemon (numeric; ranges between 1 and 151) |
| latitude | coordinates of a sighting (numeric) |
| longitude | coordinates of a sighting (numeric) |
| local_time | exact time of a sighting in format yyyy-mm-dd'T'hh-mm-ss.ms'Z' (nominal) |
| close_to_water | did Pokemon appear close (100m or less) to water (boolean) |
| city | the city of a sighting (nominal) |
| weather | weather type during a sighting (Foggy Clear, PartlyCloudy, MostlyCloudy, Overcast, Rain, BreezyandOvercast, LightRain, Drizzle, BreezyandPartlyCloudy, HeavyRain, BreezyandMostlyCloudy, Breezy, Windy, WindyandFoggy, Humid, Dry, WindyandPartlyCloudy, DryandMostlyCloudy, DryandPartlyCloudy, DrizzleandBreezy, LightRainandBreezy, HumidandPartlyCloudy, HumidandOvercast, RainandWindy) |
| temperature | temperature in celsius at the location of a sighting (numeric) |
| population_density | the population density per square km of a sighting (numeric) |
RUBRIC
You will be judged on the "creativity", "usability" and "interactivity" of your flask app. You must:
- use some type of machine learning algorithm
- push the code up to your "public"/personal GitHub accounts
- have a flask front-end that can accept user input
- augment the data with at least one other data source (think web scraping, google maps api, images?)
- use html/css that's prettier than just a couple of white input boxes
- deploy the model to heroku (or similar)
TEAMS
- ☀️ Helios: Anita + Finn + Jordan
- 🌑 Selene: Aman + Brandon + Rittick
- 🌅 Eos: Ashley + Marina + Michael