Hi I am new to statistics and have been reading this website on simple Logistic regression

Simple Logistic Regression

What I am struggling with is how it obtain the intercept and slope values which are -17.2086 and 0.5934

According to the site to calculate this is a simple weighted linear regression of the observed log odds on the independent variable X.

But I do not know how to calculate this

Here is the data

X Instances of Y 0 Total Y as Y as Y as Coded as 0 ii+iii Observed Odds Log Odds 28 4 2 6 0.3333 0.5 -0.6931 29 3 2 5 0.4 0.6667 -0.4055 30 2 7 9 0.7778 3.5 12528 31 2 7 9 0.7778 3.5 12528 32 4 16 20 0.8 4 1.3863 33 1 14 15 0.9333 14 2.6391

I am doing this by hand (well excel) and what I have been told so far it is multiplying the the number of each date points by its weight But I am struggling to do that.

Any help would be great.