[W4-geospatial-data-project] Luis Serrano Cerame

Muy buenas Luis , como siempre digo voy a intentar darte todo el feedback con la intención de que realices un cambio positivo, para que mejores todo lo posible.

Pero antes de nada tu print infinito 😜

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: "#7B9EB0", "icon_mask_base_uri" : "https://maps.gstatic.com/mapfiles/place_api/icons/v2/generic_pinlet", "name" : "Hu Gloria DVM", "opening_hours" : { "open_now" : false }, "place_id" : "ChIJNWsqdMa-woARCdhFhnZaVqc", "plus_code" : { "compound_code" : "3JRP+6C West Hollywood, California, USA", "global_code" : "85633JRP+6C" }, "rating" : 0, "reference" : "ChIJNWsqdMa-woARCdhFhnZaVqc", "scope" : "GOOGLE", "types" : [ "veterinary_care", "point_of_interest", "establishment" ], "user_ratings_total" : 0, "vicinity" : "7970 Santa Monica Blvd, West Hollywood" }, { "business_status" : "OPERATIONAL", "geometry" : { "location" : { "lat" : 34.0752234, "lng" : -118.3963964 }, "viewport" : { "northeast" : { "lat" : 34.07660837989273, "lng" : -118.3949045201073 }, "southwest" : { "lat" : 34.07390872010728, "lng" : -118.3976041798927 } } }, "icon" : "https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/generic_business-71.png", "icon_background_color" : "#7B9EB0", "icon_mask_base_uri" : "https://maps.gstatic.com/mapfiles/place_api/icons/v2/generic_pinlet", "name" : "Beverly Hills Animal Hospital", "opening_hours" : { "open_now" : true }, "photos" : [ { "height" : 2340, "html_attributions" : [ "\u003ca href=\"https://maps.google.com/maps/contrib/105582406605306350805\"\u003eLuna Quest\u003c/a\u003e" ], "photo_reference" : "Aap_uEAYafkcY7dAxSK-lUu2HleGNpna7eK9wRksvT57x4C8iALjZzIHfpnZGH7q2A5-8xkJRkbzrOMlOrhZ5rbucegwKcji1OUJV_bo0m7YFGj3Lgmhtsw2Z2AoZz1nZc3djlDMlgzGIQYc5bSLq8xsrryJwRAqENUs-PMaFkClKdvhS-Of", "width" : 4160 } ], "place_id" : "ChIJwQwqfwG8woARKAzJc7L1cv0", "plus_code" : { "compound_code" : "3JG3+3C Beverly Hills, California, USA", "global_code" : "85633JG3+3C" }, "rating" : 4.6, "reference" : "ChIJwQwqfwG8woARKAzJc7L1cv0", "scope" : "GOOGLE", "types" : [ "veterinary_care", "point_of_interest", "establishment" ], "user_ratings_total" : 100, "vicinity" : "353 Foothill Rd, Beverly Hills" } ], "status" : "OK" }

Ahora si que si ...¡Vamos a ello!

README

Te digo exactamente lo mismo que la ultima vez.

El readme esta como el anterior. Me dices que vas a hacer, como la vas a hacer, nombras la tecnología que vas a utilizar. Pero en esta ocasión no me mencionas nada sobre la API ni la base de datos.

Recuerda que si a alguien le interesa el tema y de repente aterriza a tu git quizás quiera reproducir tu proyecto y aprender de el.

¿Como podías mejorarlo?

Comenta el origen de los datos. ¿De dónde sacas el la base de datos?¿Como es?
Utiliza markdown te dejo una guía 👉 aquí
Pon los enlaces a la documentación de la tecnología.
Podrías hacer secciones y luego dentro de cada una de ellas bulletizar. Recuerda que es como escribir un articulo técnico.
Sugerencia
Introducción

Origen de los datos

Hipotesis

Librerías

Referencias

Estructura del repo

En este proyecto se deberían de haber suficientes archivos como para crear 2 o 3 directorios. Por lo que se me queda un poco escaso a la vista el ver solo un jupyter y el readme. Pero en general te digo lo mismo que la ultima vez.

Ojo con los commits que haces. Yo te diría que hagas otro commit para pisar alguno como "Chequéame esto". Que nunca se sabe quien puede leer tu git.
Una carpeta de Notebooks con los jupyters numerados en el orden que desee que el lector los consuma puede ayudar al orden en nuestro repo.
Sugerencia
1 - Connection and extraction 2 - Analysis 3 - Geoqueries 4 - Map visualization
```
He visto que en el jupyter escribes en castellano y luego en inglés. Ten cuidado con mezclar dos idiomas en los jupyters. Siempre escribimos en el mismo idioma. 
```
otra vez estamos sin .gitignore en el repo.

Sintaxis de código

Importas muchísimas librerías que al final no usas. Revíselas y elimina las que no utilices. Y recuerda, si importas una librería no es necesario que la vuelvas a importar mas tarde.

Veo que en el punto Exact location from our three options me has hardcodeado las latitude y longitudes en vez de extraerlas. En el caso en el que tuviese muchas localizaciones invertirías demasiado tiempo en poner una a una las coordenadas.

Cuando haces esto esta genial pero debes ser capaz de saber acceder a los elementos de una lista de diccionarios.

    list(c.find({"$and": [cond1,cond2,cond3,cond4,cond5]},proy))

Repites mucho código. Por ejemplo, en cada uno de los apartados Location me repites exactamente los mismos pasos incluyendo los imports. Estoy seguro que podrías crear alguna función para este proceso y el resto.

# Clubs near company a
import requests
url = f"https://maps.googleapis.com/maps/api/place/nearbysearch/json?location={lata},{longa}&radius={party}&keyword={club}&key={clave}"
payload={}
headers = {}
response1 = requests.request("GET", url, headers=headers, data=payload)
print(response11.text)

Feed back

Me ha encantado la gráfica con la comparativa de las distintas localizaciones. Pero lo suyo es que me selecciones la localización en función de datos que tengan que ver con la distancia y no con la cantidad de oferta al rededor de la oficina.

Tienes unos prints infinitos que me han dificultado la tarea de revision. Por lo que he tenido que clonarme tu repo para ver el trabajo que has hecho. Si los quitas y atomizas cada una de las partes del código creo que podrías tener un buen proyecto para enseña.

Ademas me has ploteado mapas, lo cual me encanta.

Otra cosita... Has utilizado near y eso es canela pero en mongo tenemos un método que aun mejor. GeoNear nos calcula la distancia entre cada uno de nuestros puntos de nuestra BBDD y nuestras ciudades. Echale un ojo a esto

SEGUIMOS!!!🚀

Ironhack-Data-Madrid-Octubre-2021 / W4-geospatial-data-project