Proyecto final

test plots

Penelitian ini mengintegrasikan dua landasan teoritik yang saling melengkapi. Teacher-Student Relationship Theory (Pianta, 1999) menekankan bahwa kualitas relasi guru-siswa diukur melalui dimensi kedekatan, konflik, dan ketergantungan merupakan prediktor penting terhadap penyesuaian akademik dan sosial emosional siswa. Dalam PISA 2022, relasi ini dioperasionalisasikan melalui dua indeks: RELATST (persepsi relasi guru-siswa secara umum) dan TEACHSUP (dukungan guru matematika di kelas). Self-Determination Theory (Deci & Ryan, 2000) menyatakan bahwa motivasi dan kesejahteraan psikologis yang optimal muncul ketika tiga kebutuhan psikologis dasar (basic psychological needs) terpenuhi:

Devon Lucky's Map shows the total number of arrests by states in 2024.

Imagine 10000 receipts sitting on your table. Each receipt represents a transaction with items that were purchased. The receipt is a representation of stuff that went into a customer’s basket - and therefore ‘Market Basket Analysis’. That is exactly what the Groceries Data Set contains: a collection of receipts with each line representing 1 receipt and the items purchased. Each line is called a transaction and each column in a row represents an item. The data set is attached. Your assignment is to use R to mine the data for association rules. You should report support, confidence and lift and your top 10 rules by lift. Extra credit: do a simple cluster analysis on the data as well. Use whichever packages you like.