Jak se spřátelit s R za jedno odpoledne

 V tomto příspěvku bych ráda představila jednoduchý způsob, jak se lze naučit základům programovacího jazyka R. Je jím on-line kurz, který funguje na platformě Code School, a přesně v souladu se svým sloganem "Learn by Doing" je zaměřen na praktické využití tohoto programovacího jazyka.

 

 Kurz Try R celkem sestává ze sedmi lekcí, za splnění každé z nich je uživatel "odměnen" odznáčkem s chobotnicí. Gamifikace rulez!

První lekce je poměrně obsáhlá a uživatel se v ní seznámí se základními R funkcemi. Pokud jste jazykem R, stejně jako já, dosud nepolíbeni, nejspíš vám bude po absolvování první lekce připadat, že R je především dobrá kalkulačka. Sčítání, násobení, odmocňování, to všechno R dovede.
Co je ale užitečné vědět, R dovede i poradit. Po zadání příkazu help, doplněného o název neznámé funkce, dostaneme zpět popis této funkce.

 

Ve druhé lekci se dozvíme, jak pomocí R manipulovat s vektory. Od nejjednodušších operací, jako je jejich vytváření a přiřazování hodnot se dostaneme až k příkazům, s jejichž pomocí lze vytvořit jednoduché grafy (konečně!). Překvapivě zajímavá je vektorová matematika, která dovoluje s vektory provádět výpočetní operace. Sčítat, odečítat nebo násobit lze vektory s přirozenými čísly i s dalšími vektory.

Třetí lekce je oproti té předešlé krátká a poměrně oddechová. Tady se naučíme, jak pomocí jazyka R tvořit matice a jak z nich extrahovat požadovaná data.

 

Konečně se také dozvíme, že R nabízí funkce, s jejichž pomocí lze data z matic jednoduše vizualizovat. Jednou z nich ja např. funkce persp, díky které si můžeme prohlédnout 3D model dat z konkrétní matice.

 

Ve čtvrté lekci uvidíme, jak lze na vybranou množinu dat pomocí příkazů v R aplikovat základní statistické míry jako průměr a medián.

 

V páté lekci se naučíme kategorizovat jednotlivé prvky vektorů pomocí funkce factor. Kategoriím lze následně přiřazovat různé atributy a na jejich základě poté, pomocí nám již známé funkce plot, vztahy mezi kategiemi vizualizovat. Příjemnou novinkou je existence příkazu legend, díky kterému naši novou viualizaci můžeme opatřit legendou.

V šesté lekci pokračujeme v tématu kategorizace, konkrétně na vytváření struktur dat, neboli data frames. To znamená, že jsme schopni všechny vybrané atributy sbalit do jediného "balíku" a s tím následně dle libosti manipulovat, filtrovat jeho obsah, spojovat vícero "balíků" dohromady, atd.

V sedmé kapitole, kdy je naším úkolem pracovat se skutečným datasetem, se mj. dozvíme, že existuje funkce cor.test, díky níž jsme schopni ve vybraných datech hledat korelace. Výstup této funkce vypadá následovně:

Po dokončení sedmé lekce jsme u cíle. A můj osobní pocit? S R nejspíš ještě nejsme kamarádi (k cizím lidem je trochu odtažitý), ale poznali jsme se, a když se někde náhodou potkáme, pozdravíme se a možná se i zdržíme na kus řeči.

Jo, a mám odznáček s truhlicí!

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