THE ULTIMATE TABLEAU PORTFOLIO PROJECT: From Pandas to an Amazing Interactive Stock Market Dashboard
THE ULTIMATE TABLEAU PORTFOLIO PROJECT: From Pandas to an Amazing Interactive Stock Market Dashboard
In this video, I will show you in 51 minutes how to create an awesome interactive tableau stock market dashboard from scratch. We will use Pandas to manipulate our data and create new columns like the moving average and percent change which are used for comparaison in order to get the csv files that we will use to create the dashboard.
Chapters:
(00:00) Introduction
(01:15) Exploring the dataset
(02:35) Data manipulation with Pandas
(13:07) Create Volume multiple line chart
(18:20) Create the histogram
(19:48) Create Moving Average - Open price line chart
(21:28) Create the detailed tables
(31:22) Create text sheets
(37:56) Create the dashboard
Link to Tableau Public: https://public.tableau.com/app/profil...
Link to the dataset on kaggle: https://www.kaggle.com/datasets/jacks...
Link to the arrows file:
https://github.com/DataScienceRoadMap...
Link to the jupyter notebook:
https://github.com/DataScienceRoadMap...
Note for downloading the files:
If you cannot download directly the files from Github, you click on Raw, copy the data and paste it in your local working directory as csv or text.
Link to the files as downloaded from kaggle:
Apple:
https://github.com/DataScienceRoadMap...
Facebook:
https://github.com/DataScienceRoadMap...
Google:
https://github.com/DataScienceRoadMap...
Nvidia:
https://github.com/DataScienceRoadMap...
Tesla:
https://github.com/DataScienceRoadMap...
Twitter:
https://github.com/DataScienceRoadMap...
Links to the updated files; used to create the dashboard:
Apple:
https://github.com/DataScienceRoadMap...
Facebook:
https://github.com/DataScienceRoadMap...
Google:
https://github.com/DataScienceRoadMap...
Nvidia:
https://github.com/DataScienceRoadMap...
Tesla:
https://github.com/DataScienceRoadMap...
Twitter:
https://github.com/DataScienceRoadMap...
Links to the logos:
Apple:
https://github.com/DataScienceRoadMap...
Facebook:
https://github.com/DataScienceRoadMap...
Google:
https://github.com/DataScienceRoadMap...
Nvidia:
https://github.com/DataScienceRoadMap...
Tesla:
https://github.com/DataScienceRoadMap...
Twitter:
https://github.com/DataScienceRoadMap...
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Data Science Path:
1. Data Science Math skills - Duke University: https://imp.i384100.net/3e9Okd
2. Inferential Statistics - Duke University: https://imp.i384100.net/4PrKao
3. IBM Data Analyst: https://imp.i384100.net/NkQPG2
4. Python for Everybody: https://imp.i384100.net/y2eLZW
5. Data Science Specialization - Johns Hopkins University: https://imp.i384100.net/9gM2D0
6. IBM Data Science: https://imp.i384100.net/LXxgBL
7. Machine Learning Specialization: https://imp.i384100.net/NkQPJv
8. Deep Learning Specialization: https://imp.i384100.net/Kjq9GA
9. MLOps Specialization: https://imp.i384100.net/q4ENvj
10. DeepLearning.AI TensorFlow Developer: https://imp.i384100.net/9gMQZ0
11. TensorFlow Advanced Techniques: https://imp.i384100.net/rQzby5
13. TensorFlow Data & Deployment Specialization: https://imp.i384100.net/PyrkgX
14. Natural Language Processing Specialization: https://imp.i384100.net/k0abvn
15. AWS Fundamentals: https://imp.i384100.net/eKrB2D
16. Practical Data Science on AWS: https://imp.i384100.net/q4ENv5
Disclosure:
I may receive a commission if you click on and purchase from one of the links above.
