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API and Weather Data visualization: Data Visualization based on weather data, vacation itinerary and vacation search

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World_Weather_Analysis

API and Weather data visualization for the PlanMytrip application. Potentinal travel destinations and nearby hotels are recommened based on weather preferred.

Resources and Data collection

Google Map platforms, API Keys, weatherPy_database.csv, city_weather.csv

Analysis

Different figures were created using city_weather.csv files. The images were created based on Latitudes , Longitudes. We were able to create images on Nothern Hemisphere and Southern Hemisphere. We were able to create given the humidity, cloudiness, wind speeds.

CityLatitudeVSCloudiness cityLatitudeVsHumidity CityLatitudeVSWindSpeed cloudinessNorth cloudinesssouth Linear_Regression_humidity Max_Temp_Southern_Hem southLinear_Regression_humidity windregressionsouth ![Max_Temp_Northern_Hem](https://user-images.github![northLinear_Regression_humidity](https://user-images.githubusercontent.com/91306158/145500193-c40fa2b9-daf7-44cc-8c89-2fddb7d254a3.png)

usercontent.com/91306158/145500160-f57f81ce-b985-4ef4-9a93-0c102735e92b.png)

Based on city_weather.csv file several images were created based on Heat Layer on different longitude and latitudes based on the "minimum and maximum temperature preferred."

Screen Shot 2021-12-09 at 5 12 39 PM

Screen Shot 2021-12-09 at 5 13 47 PM

Screen Shot 2021-12-09 at 5 12 46 PM

Screen Shot 2021-12-09 at 5 14 08 PM

Creating customer travel Destination Map based on Preferred Max and Minimum Temperatures

Screen Shot 2021-12-09 at 5 26 31 PM

Screen Shot 2021-12-09 at 5 26 38 PM

Screen Shot 2021-12-09 at 5 26 51 PM

WeatherPy_vacation_map

Creating Travel Itinerary Map

Based on the preference of driving, walking or biking several cities were recommeded. Several stops were picked in order to create the hotels they are in different stops. Using the Google Maps Directions API, We created a travel route between the four cities as well as a marker layer map.

Screen Shot 2021-12-09 at 5 30 56 PM

different Hotels were recommended based on the temperature and cities preferences

Screen Shot 2021-12-09 at 5 30 26 PM

WeatherPy_travel_map

Screen Shot 2021-12-09 at 5 30 45 PM

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API and Weather Data visualization: Data Visualization based on weather data, vacation itinerary and vacation search

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