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End To End Data Analytics Project Using Web API, Python, Pandas and Tableau - PART 2
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End-to-end data analytics project for your resume. In this project, we will cover data collection using web API (from World Bank website), python, pandas, and Tableau to perform analyses on World Bank G20 Country Data.
⭐️ Timestamps ⭐️
00:00 Overview
01:33 Quick Recap
02:15 Data Exploration
05:23 Descriptive Summary
10:35 Data Distribution with Histogram
14:07 Skewness
15:19 Outlier Proportion
25:02 Null Values
26:09 Correlation
29:16 Scatter Plot
32:49 Top 3 countries in each year across all parameters
42:19 Life Expectancy
49:20 Foreign Direct Investment (FDI)
52:27 EXIM (Export – Import)
54:50 Line Plot
In this end-to-end data analytics project for beginners and advanced users, we have used world bank economic and social data to build insights on a G20 Countries. We used wbdata web api protocols to collect data from World Bank website then we performed some data transformation and cleaning in pandas. This is a must-have data science resume project that will make your resume stand out in the competition. It is a fully guided data analytics project with all the materials included.
🔖Hashtags🔖
#worldbank #datascience #datanalytics #python project #tableau #analysisproject #dataanalysisproject #learnpython #dataanalysisusing python #dashboard #exploratorydataanalysis #tableaudashboard #endtoendpythonproject #pythonprojects #datavisualization
⭐️ Timestamps ⭐️
00:00 Overview
01:33 Quick Recap
02:15 Data Exploration
05:23 Descriptive Summary
10:35 Data Distribution with Histogram
14:07 Skewness
15:19 Outlier Proportion
25:02 Null Values
26:09 Correlation
29:16 Scatter Plot
32:49 Top 3 countries in each year across all parameters
42:19 Life Expectancy
49:20 Foreign Direct Investment (FDI)
52:27 EXIM (Export – Import)
54:50 Line Plot
In this end-to-end data analytics project for beginners and advanced users, we have used world bank economic and social data to build insights on a G20 Countries. We used wbdata web api protocols to collect data from World Bank website then we performed some data transformation and cleaning in pandas. This is a must-have data science resume project that will make your resume stand out in the competition. It is a fully guided data analytics project with all the materials included.
🔖Hashtags🔖
#worldbank #datascience #datanalytics #python project #tableau #analysisproject #dataanalysisproject #learnpython #dataanalysisusing python #dashboard #exploratorydataanalysis #tableaudashboard #endtoendpythonproject #pythonprojects #datavisualization
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