mindsdb
[New Integration]: Integration for better in-house Meteorological Forecasts and Predictions
Is there an existing integration?
- [X] I have searched the existing integrations.
Use Case
With this issue, the aim is to solve the following scenarios.
- Enable someone who wants to fetch the raw weather data through some available API and then train their in-house custom Prediction models
- Eradicate the dependency on any 3rd-party weather forecasting apps
- With the in-house predictor models, one will have all the freedom to design and develop their specific use-cases without any limitations.
Motivation
The weather is a major aspect of everyone's life. But we are limited by the target parameters (such as the temperature, humidity, sunset and sunrise timings, etc.) that the existing weather apps show us. So, we aim to design our own prediction and forecasting models using which we can derive any target parameter related to weather, based on other available feature sets.
For e.g., I want to predict the average wind speed between 12 PM to 4 PM at a certain pin code or group of pin codes to figure out if that will be a good time to go for paragliding or something like that.
Implementation
There are many available API providers for the weather data out there. We just need to select one of the best and most accurate out of them and then fire the API call to receive the JSON response which we need to then convert to a Table and feed to our predictor model to train.
One of the most loved API providers is OpenWeather They provide Current weather data for almost 200,000 cities across the globe.
Example API Call:
https://api.openweathermap.org/data/2.5/weather?lat={LatitudeValue}&lon={LongitudeValue}&appid=[{API key}](https://home.openweathermap.org/api_keys)
Find more details here.
Anything else?
As always, I am up for updating the official Docs or writing a tutorial to get started with this integration once it's accepted and implemented.
Find this issue a good one, then upvote it by dropping a 👍on the issue below.
Ok bro, No worries
From: Vibhuti @.> Sent: Saturday, July 23, 2022 12:25 PM To: mindsdb/mindsdb @.> Cc: CS/2017/012 - KAVINDA M.M.M.T. @.>; Comment @.> Subject: Re: [mindsdb/mindsdb] [New Integration]: Integration for better in-house Meteorological Forecasts and Predictions (Issue #2341)
I am working on this one sir
— Reply to this email directly, view it on GitHubhttps://github.com/mindsdb/mindsdb/issues/2341#issuecomment-1193074168, or unsubscribehttps://github.com/notifications/unsubscribe-auth/ARNVP2ZJQUXURUB4EDYVUHTVVOJOFANCNFSM5YSKKFWQ. You are receiving this because you commented.Message ID: @.***>
@malith7597 We have around 40 open issues, feel free to check them and we will assign one to you :raised_hands:
