Where to Find Data?

It’s often a struggle to find the good data that you really need to help enhance your data projects. However, Let’s continue to build a comprehensive list of sources that hopefully provide you with a wealth of datasets to work with.

Check Out Data Camp to Practice Real-World Data Analysis

Data Analysis Project Datasets:

You can click and download these files in your browser:

• Hotel Revenue Dataset: This dataset will allow you to analyze hotel data revenue.
• E-commerce Dataset: This dataset shows e-commerce sales and products with dates and customer IDs.
• Holiday Dataset: This dataset covers holidays for over 50 years that can be merged with existing data.
• Hospital Wait Times: This is an actual clinic dataset with patient consolation and wait times.
• Digital Marketing: This dataset contains website campaign conversion by channel.
• Mall Customer Dataset: This dataset has mall customers with spending, income, and other dimensions.
• Advertising Channels – This is a dataset that has 3 marketing channels budgets and sales.
• Absenteeism at Work: This has 3 datasets comprising employee records, compensation, and their tracked absences

Dashboards Download

Data Analyst Portfolio Project #3: Absenteeism Dashboard

Follow along and create Data Analysis Portfolio Projects based on the YouTube Playlist for:

If you are interested in the data analysis around the above datasets. Check out:

Data Analysis for Complete Beginners

Datasets and Sources

• https://www.kaggle.com This is one of the best sources for data science-related datasets. It has a full code notebook and analysis that help prompt you to discover and build new information.
• https://github.com/rfordatascience/tidytuesday A lot of datasets for analysis
• https://opendata.cityofnewyork.us NYC datasets
• https://fred.stlouisfed.org/ – Economic Data regarding the US
• https://www.data.gov/ – Data repo from the US government
• https://datasetsearch.research.google.com/ – Search engines for Datasets
• https://github.com/OpportunityInsights/EconomicTracker – This includes COVID lockdown dates, changes in local policy, unemployment changes, etc. at the state and local levels), employment, consumer spending, education related statistics, and Google/Apple mobility reports.
• https://paperswithcode.com/datasets – Papers with code datasets
• https://datahub.io/collections – This has a lot of data regarding finance
• https://archive.ics.uci.edu/ml/datasets.php – your source for your standard ML benchmark datasets – things like MSINT, Iris, Titanic, among plenty of others
• https://www.earthdata.nasa.gov/learn/find-data – Earth Science Data
• https://apps.who.int/gho/data/node.home – WHO global health data
• https://data.fivethirtyeight.com/ – US politics and sports
• https://github.com/BuzzFeedNews source data from Buzzfeed News.
• https://github.com/awesomedata/awesome-public-datasets – Some public datasets
• https://snap.stanford.edu/data/ – Several social media-related datasets
• https://research.google.com/youtube8m/ – 8 million categorized YouTube videos
• https://research.atspotify.com/datasets/ – lots of music/podcast related data
•  https://huggingface.co/docs/datasets/index – Lots of great text datasets

Google Cloud Project ( Employee Churn Analysis)

Here are the datasets that you will use to train and test your AutoML model. You can follow the step-by-step video. Here is the video

Video of Google Cloud End-to-End Machine Learning Project

Get the dataset that you need for the Google Cloud Platform.