Exploratory Data Analysis (EDA) on a Real Dataset
Geospatial Analysis()
Dashboard Creation:
1.Build interactive data dashboards using tools like Tableau, Power BI, or Python libraries like Dash or Streamlit. 2.Create a dashboard for a dataset that interests you, showcasing key insights.
To get started with these projects, you'll need to choose a dataset that aligns with your interests and goals. You can find datasets on platforms like Kaggle, GitHub, or data.gov. Python is a popular choice for data analysis, and libraries like Pandas, Matplotlib, Seaborn, and scikit-learn are very useful.
Answer from KlanfyG on Stack OverflowHi everyone,
I just finished my first Python data analysis project, and being a total beginner, I could really use some other perspectives as to the quality of my final product. I plan on building a portfolio of similar projects and using it for applying to social science research assistant jobs where some programming and analysis ability is highly preferred. Since I am entirely self-taught, I need some concrete examples of what I can do to share with potential employers.
With that said, while I'm sure there are areas that could be improved, would my project be worth sharing with some edits? Or is it actually just a total flaming trash heap that should be scrapped entirely? Positive critique and helpful suggestions appreciated!
Project
Edit: Wow, I did not expect to wake up to so many comments and upvotes! I really needed this boost, to be honest. I'm so grateful for everyone's kindness and suggestions, and I'm definitely going to go back and try and tweak some things! I hope I can pay it forward one day, but for now, to fellow noobs who are trying to set up their first project - just go do it! I basically just forced myself to create something after learning the basics, and it really helps the learning process to break things down and figure out how they work outside of a guided tutorial. Keep coding!
Edit 2: I've uploaded a new version of the project since this was posted, taking into account some of the suggestions everyone has made. It's still not perfect, but I think it's time to move onto learning with new projects.
python - Suggest some beginner projects related to data analytics - Stack Overflow
Python Data Science December [Completed] - 24 Data Science Projects
Data analysis project (beginner)
Beginner Data Analyst Projects for Building an Impressive Portfolio?
What are some books on data analytics for beginners?
There are many great books for those just starting out in data analytics. The following three books, in particular, offer accessible introductions to key aspects of the field: Data Analytics Made Accessible by Dr. Anil Maheshwari, Numsense! Data Science for the Layman: No Math Added by Annalyn Ng and Kenneth Soo, and Python for Everybody: Exploring Data in Python 3 by Dr. Charles Russell Severance.
To supplement their reading, beginners may also consider taking the online Python for Everybody Specialization offered by the University of Michigan and taught by Dr. Severance himself.
What is data visualization?
Data visualization is the process of graphically representing data through visual means. Common forms of data visualization include the use of graphs, charts, and diagrams to visually represent otherwise abstract data sets. Today, data visualization is considered a key skill in the world of data analytics.
What skills do data analysts need?
Beginning data analysts should make sure they have a solid technical understanding of structured query language (SQL), Microsoft Excel, and either R or Python. Additionally, they should be able to think critically, present confidently, and know how to tell their data’s story visually. Read more about these and other key data analyst skills.
Videos
The Python Data Science December is completed.
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24 real-life Data Science projects using Python
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You will learn about Python & Data Science a lot
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It is beginner-friendly & free
Below is the full list of projects. Merry Christmas to all celebrating it.
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1 - Python — Analyze Your Own Netflix Data
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2 - Python — Crawling Restaurant Data
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3 - Python — Address To Geolocation
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4 - Python — Visualize Data On A Map
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5 - Python — Live Stock Market Visualization
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6 - Python — Premier League Twitter Activity
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7 - Python — Twitter Visualization & Analytics
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8 - Python — Sankey Diagrams
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9 - Python — Crawl Nintendo Game Reviews
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10 - The Best Nintendo Games Ever — Python Data Science
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11 - Python — Flight Data Generation
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12 - Python — Flight Data Live Visualization
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13 - Python — Analyze My Medium Earnings
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14 - Python — Football World Cup Analytics
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15 - Python — Football World Cup Visualization
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16 - Analyze The S&P 500 Bear Market With Python
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17 - Is Covid-19 Still A Threat? A Python Data Analysis
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18 - Supply Chain Control Tower
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19 - Pie chart-like Visualizations, but cooler
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20 - Can an AI be a data scientist?
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21 - Interactive Weather Analysis
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22 - Bokeh Data Visualizations
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23 - Anomaly Detection
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24 - Passive Income Analysis With Python