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Curiosity Data Analytics
Canada
Приєднався 12 кві 2024
Hurricane Milton Satellite Images w/ Python
In this video, we explore how to extract and visualize satellite images of Hurricane Milton using Python and Streamlit.
NOAA GOES Image Viewer : star.nesdis.noaa.gov/GOES/index
📝 Topics covered in this video:
- Introduction to NOAA and the GOES-16 satellite
- Using the requests library to fetch satellite images
- Parsing webpage content with BeautifulSoup
- Downloading and compiling images into a GIF
- Analyzing different satellite image types: GeoColor, Sandwich RGB, Day Night Cloud Micro Combo, and Airmass RGB
Don't forget to like, share, and subscribe for more videos.
#hurricane #satelliteimages #python #streamlit #dataanalysis #NOAA #GOES16 #imageprocessing #visualization #BeautifulSoup #requests #PIL #data #datascience #programming #satelliteimagery #GIS #meteorology #cloudcomputing #hurricanemilton #geocolor #airmassrgb #sandwichrgb #daynightcloudmicrocombo #gifcreation #dataextraction #pythonprogramming #dataanalytics #environment #climate #weatherforecast #machinelearning #geospatial #coding #pythoncode #tech #tutorial #education #codingtutorial #streamlitapp #pythonlibrary
NOAA GOES Image Viewer : star.nesdis.noaa.gov/GOES/index
📝 Topics covered in this video:
- Introduction to NOAA and the GOES-16 satellite
- Using the requests library to fetch satellite images
- Parsing webpage content with BeautifulSoup
- Downloading and compiling images into a GIF
- Analyzing different satellite image types: GeoColor, Sandwich RGB, Day Night Cloud Micro Combo, and Airmass RGB
Don't forget to like, share, and subscribe for more videos.
#hurricane #satelliteimages #python #streamlit #dataanalysis #NOAA #GOES16 #imageprocessing #visualization #BeautifulSoup #requests #PIL #data #datascience #programming #satelliteimagery #GIS #meteorology #cloudcomputing #hurricanemilton #geocolor #airmassrgb #sandwichrgb #daynightcloudmicrocombo #gifcreation #dataextraction #pythonprogramming #dataanalytics #environment #climate #weatherforecast #machinelearning #geospatial #coding #pythoncode #tech #tutorial #education #codingtutorial #streamlitapp #pythonlibrary
Переглядів: 10
Відео
Streamlit 1.39 Release | October 2024
Переглядів 5914 днів тому
In this video, we explore the key features of the Streamlit 1.39 update, released last week. 📝 Topics covered in this video: - New audio input component - Enhanced pydeck_chart with user selection events - Icon support in button titles and multi-index headers in st.dataframe - Adjustable map height/width for pydeck_chart - Full-screen toggle for pydeck maps Don't forget to like, share, and subs...
Data Explorer Streamlit App w/ GenAI | LLaMA3 by Meta
Переглядів 14421 день тому
In this video, we walk through building a data explorer app that uses generative AI to extract insights from a dataset. We’ll integrate the Groq API to create a conversational interface powered by Meta’s Llama3 model. The chatbot will have three core features - Ask, Aggregate and Create - which allow users to extract insights, summarize data, and generate visualizations using Plotly. 📝 Topics c...
Python Geospatial Viz Libraries | Folium, Leafmap, Pydeck & Kepler.gl
Переглядів 219Місяць тому
In this video, we compare four popular Python libraries for geospatial visualization: Folium, Leafmap, Pydeck, and Kepler.gl. 📝 Topics covered in this video: - How to set up maps using Folium, Leafmap, Pydeck, and Kepler.gl - Managing map tiles and custom layers - Adding geometries and creating choropleth maps - Exploring map controls and interactivity features - Building heatmaps and exporting...
Streamlit 1.38 August 2024 Update | Top 3 Features You Need to Know
Переглядів 120Місяць тому
In this video, we explore the most exciting features from the Streamlit 1.38 update, released on August 28th, 2024. 📝 Topics covered in this video: - Enhanced support for various DataFrame objects in st.dataframe - Improved JSON object display with customizable expansion levels - New line-wrapping capability in st.code for better code readability Don't forget to like, share, and subscribe for m...
Analyzing Canadian Rental Housing Prices w/ CMHC Data & Streamlit
Переглядів 30Місяць тому
In this video, we dive into an analysis of Canadian rental housing prices amidst the ongoing housing crisis. Leveraging data from the Canadian Mortgage and Housing Corporation (CMHC), we explore how to extract, process, and visualize this data using Python and Streamlit. 📝 Topics covered in this video: - Extracting rental housing data using the CMHC R Library - Visualizing rental prices and vac...
Streamlit 1.37 Release | New Features Explained
Переглядів 2792 місяці тому
In this video, we dive into the latest Streamlit 1.37 update, released on July 25th, 2024. 📝 Topics covered in this video: - Extracting information about headers and cookies with st.context - Collecting ratings and sentiment with st.feedback - Running parts of your app independently with st.fragment - Creating pop-up dialog windows with st.dialog - Accessing a wide range of icons via the Materi...
Streamlit 1.36 Release | New Features Explained
Переглядів 1052 місяці тому
In this video, we dive into the latest Streamlit 1.36 update, released on June 20th, 2024. 📝 Topics covered in this tutorial: - Introduction of the navigation component for creating multi-page apps - New parameter for horizontal bar charts in the bar_chart component - Updates to the expander component with icon support - Vertical alignment options within the column component - Manual x and y la...
Build a Stock Portfolio Analysis App with Streamlit and Yahoo Finance | Tutorial
Переглядів 2813 місяці тому
Learn how to create a Stock Portfolio Analysis App using Streamlit and Yahoo Finance Data In this tutorial, I'll show you how to set up a Streamlit app, complete with tabs for historical stock data and portfolio growth calculations. Utilizing Yahoo Finance, we'll fetch ETFs and equities data from the finance database library. 📝 Topics covered in this tutorial: - Setting up a Streamlit app in VS...
Integrate a PyDeck map into Streamlit using Python | Tutorial
Переглядів 3736 місяців тому
🌍 In this tutorial, learn how to seamlessly integrate a PyDeck map into Streamlit using Python! 🐍 Streamlit and PyDeck are powerful tools for data visualization, and combining them can take your projects to the next level. In this step-by-step guide, we'll walk you through the process of embedding a dynamic map created with PyDeck into a Streamlit web app. 📝 Topics covered in this tutorial: - I...