Exploratory Data Analysis -EDA

EJmpa / Stat-Solver

Optimizing Educational Infrastructure for Sustainable Employment and Future Success of Nigerian Graduates

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Exploratory Data Analysis -EDA #2

Open EJmpa opened 8 months ago

EJmpa commented 8 months ago

[ ] Data Familiarization
[ ] Summary Statistics
[ ] Univariate Analysis
[ ] Bivariate Analysis
[ ] Multivariate Analysis
[ ] Visualization
[ ] Data Transformation
[ ] Handling Missing Data
[ ] Outlier Detection and Treatment
[ ] Hypothesis Testing (Optional)
[ ] Dimensionality Reduction (Optional)
[ ] Pattern and Anomaly Detection (Optional)
[ ] Documentation:
[ ] Communication

EJmpa commented 7 months ago

@thisistomiwa and @KoreJosh kindly work closely with @GoldenThrust, he is currently handling Data cleaning.

Best wishes,🤝

GoldenThrust commented 7 months ago

If you find any issues with the data cleaning data at https://github.com/EJmpa/Stat-Solver/blob/main/Data_Cleaning/Nigerian_Graduates_Destination_Survey.csv, please inform @blessingajidahun or @GoldenThrust so that we can resolve them immediately.

GoldenThrust commented 7 months ago

You can start working with the data at https://github.com/EJmpa/Stat-Solver/tree/main/Data_Cleaning. Note: Not all edge cases are covered

EJmpa commented 7 months ago

Hello @KoreJosh and @thisistomiwa, notebook used for Data cleaning has been made available.

You can access it via the link.

If you need more clarification kindly link up with @GoldenThrust and @blessingajidahun

Thanks and best wishes, 🤝

KoreJosh commented 7 months ago

carried out exploratory data analysis by first detecting and deleting duplicates, further carried out descriptive analysis on the data to generate insights about the graduates over the spaces of the years