The objective of this Crypto analysis is to gain valuable insights into the cryptocurrency market from this website.
I collected the data using selenium library.Anyone interested can find the code here or can also find the dataset in Kaggle from this link.
Later I utilized the scraped data to understand the following Trends and relations using Tableau Dashboard:
- Performance Trends: Visualize and compare the performance trends (1h, 24h, 7d, 30d) of different cryptocurrencies based on their respective Coin Names.
- Market Metrics Overview: Create comprehensive visualizations comparing Top Coin Names against essential metrics, including Price, 24-hour Volume, Circulating Supply, and Market Cap.
- Aggregate Metrics: Calculate and visualize aggregate metrics such as Total Market Cap, Total 24-hour Volume, and Total Circulating Supply across all cryptocurrencies.
You can visit the public dashboard from here.
This crypto dataset has a total of 12 columns.
- Rank: The ranking of the cryptocurrency based on certain criteria (e.g., market capitalization).
- Coin Name: The name of the cryptocurrency.
- Symbol: The symbol or ticker used to represent the cryptocurrency in exchanges.
- Price: The current price of one unit of the cryptocurrency.
- 1h: The percentage change in price over the last 1 hour.
- 24h: The percentage change in price over the last 24 hours.
- 7d: The percentage change in price over the last 7 days.
- 30d: The percentage change in price over the last 30 days.
- 24h Volume: The trading volume of the cryptocurrency over the last 24 hours.
- Circulating Supply: The amount of the cryptocurrency that is currently in circulation.
- Total Supply: The total amount of the cryptocurrency that can ever exist.
- Market Cap: The market capitalization of the cryptocurrency, calculated by multiplying the current price by the circulating supply.
Expected Insights from the Dashboard.
- Identification of top-performing cryptocurrencies based on various metrics like Top 10 crypto base don price, highest trading over last 24 hours, top crypto based on circulating supply, and total market cap.
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- Exploration of trends and patterns in the cryptocurrency market over different time intervals.
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Understanding the aggregated market metrics to assess the overall health of the cryptocurrency market like total current price, total 24-hour volume, total circulating supply, and total market cap.
There are two dashboards so click the button to go to the next dashboard and vice versa.
- Clone the repo
git clone https://github.com/niloycste/Crypto-Currency-Analysis-Dashboard.git
- Initialize and Activate Virtual Environment
virtualenv env
source env/Scripts/activate
- Install Dependencies
pip install -r requirements.txt
- Download the Firefox web driver
https://github.com/mozilla/geckodriver/releases
- Run the Scrapper
python coingeckoupdated.py
- anyone can get a file name "CryptocurrencyData.csv" containing all the desired columns
Tableau Public View: https://public.tableau.com/app/profile/niloy/viz/Crypto-CurrencyAnalysisDashboard/OverallAnalysisOfCrypto