This is a analysis of using manual or automatic transmission and it's effect on mileage to find if using one or the other transmission is better. This is produced by nData Consulting team using R Studio and R Markdown along with GGPlot2 and other graphing libraries.

This analysis uses GSS survey data to explore if there is a correlation between highest level of degree achieved and gender(male or female). This analysis is for correlation only it can't be used for causation and is generalizable. This analysis does basic data exploration and inference and hypothesis testing is done to try to find if the difference between degree and gender is significant enough to explore further. The conclusion was there was significant difference that we can say there is a correlation between the two and we can try exploring other confounding or do experiments to explore the correlation further.

Is manual and automatic transmission better for Miles/Gallon? What is the difference between the two transmission in terms of Miles/Gallon

Prediction for Car Mileage using Simple linear model by Jawad Rashid

Effect of events with respect to health and economic By Jawad Rashid

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