From 6f3b975cf84694fd9cc1f9c246bbf06fec464820 Mon Sep 17 00:00:00 2001 From: pkrucz00 Date: Mon, 25 Jan 2021 10:34:30 +0100 Subject: [PATCH] final commit --- .gitignore | 2 + ...isty Przeboj\303\263w Tr\303\263jki.ipynb" | 32 +- ...zeboj\303\263w Tr\303\263jki BEZ KODU.pdf" | Bin 298842 -> 302069 bytes ...zeboj\303\263w Tr\303\263jki BEZ KODU.tex" | 577 ++---------------- ... Listy Przeboj\303\263w Tr\303\263jki.pdf" | Bin 278936 -> 279097 bytes 5 files changed, 68 insertions(+), 543 deletions(-) rename pdfy/Analiza_Listy_Przebojow_Trojki_konsola_BEZ_KODU.pdf => "pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.pdf" (71%) rename pdfy/Analiza_Listy_Przebojow_Trojki.tex => "pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.tex" (51%) diff --git a/.gitignore b/.gitignore index 48e2055..f3cf4db 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,5 @@ /.RData /Analiza_Listy_Przebojow_Trojki_files/ /Chart_analysis_files/ +/Analiza Listy Przebojów Trójki.synctex.gz +/Analiza Listy Przebojów Trójki_files/ diff --git "a/Analiza Listy Przeboj\303\263w Tr\303\263jki.ipynb" "b/Analiza Listy Przeboj\303\263w Tr\303\263jki.ipynb" index 46644ad..53fcf9c 100644 --- "a/Analiza Listy Przeboj\303\263w Tr\303\263jki.ipynb" +++ "b/Analiza Listy Przeboj\303\263w Tr\303\263jki.ipynb" @@ -27,7 +27,7 @@ "source": [ "## Informacje wstępne\n", "### Krótko o danych\n", - "Dane zostały pobrane ze strony https://www.lp3.pl/, skąd zostały \"zeskrapowane\" z użyciem języka python z pomocą modułu BeautifulSoup4. Pełny kod (wraz z plikiem \"requirements.txt\") dostępny jest pod tym [linkiem na githubie](https://github.com/pkrucz00/trojkaStats) w pliku `lp3WebScratch`. Zapisuje on dane do pliku CSV, który to został zaimportowany za pomocą aplikacji SQLiteStudio do bazy `listaPrzebojowTrojki.db`\n", + "Dane zostały pobrane ze strony [www.lp3.pl](https://www.lp3.pl/), skąd zostały \"zeskrapowane\" z użyciem języka python z pomocą modułu BeautifulSoup4. Pełny kod (wraz z plikiem \"requirements.txt\") dostępny jest pod tym [linkiem na githubie](https://github.com/pkrucz00/trojkaStats) w pliku `lp3WebScratch`. Zapisuje on dane do pliku CSV, który to został zaimportowany za pomocą aplikacji SQLiteStudio do bazy `listaPrzebojowTrojki.db`\n", "\n", "Baza danych składa się z jednej tabeli zawierającej wszystkie rekordy w podanym formacie:\n", "\n", @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -92,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -110,7 +110,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": { "scrolled": false }, @@ -416,7 +416,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -461,7 +461,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -504,7 +504,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -624,7 +624,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -665,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -716,7 +716,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 14, "metadata": { "scrolled": false }, @@ -774,12 +774,12 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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KFINEHXbrP2nho8QvbpMwFIW7X7xaojZJ8+k9yu3f2c/Gzfe4K0/+0TR8g+fSbZ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\n1x6SDdLW+xlWLn4FSOECaeOsnTfHY+fn/tAN0TrFi6p3iaovjq5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wyvSZHCEUaSAFWiRvI2W4lBWyT6ILQNp6ZwPhUlbIPokuAAkgvc4F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\n/BOi9bW5AAAAAElFTkSuQmCC", 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Z+sDwyRiLFQCflkfWCIRIyFSsgn6wND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\n1hwibQDHq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"text/plain": [ "plot without title" ] @@ -817,7 +817,7 @@ "korelacja <- cor(joinedTable$Liczba.utworów.na.liście, joinedTable$ŚredniaPunktówNaUtwór)\n", "\n", "joinedTable %>%\n", - " #top_n(20, Liczba.utworów.na.liście) %>%\n", + " top_n(20, Liczba.utworów.na.liście) %>%\n", " ggplot(aes(x = Liczba.utworów.na.liście, y=ŚredniaPunktówNaUtwór)) +\n", " geom_point() +\n", " stat_smooth(method = lm, formula=y~x) + #poszukiwanie regresji liniowej\n", @@ -839,7 +839,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -988,7 +988,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 17, "metadata": { "scrolled": false }, @@ -1137,7 +1137,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 19, "metadata": {}, "outputs": [ { diff --git a/pdfy/Analiza_Listy_Przebojow_Trojki_konsola_BEZ_KODU.pdf "b/pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.pdf" similarity index 71% 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i7Go~($vOBS$j!ss&C-e-jsgAyB|pl`tE8n&{{H~wG=qu& diff --git a/pdfy/Analiza_Listy_Przebojow_Trojki.tex "b/pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.tex" similarity index 51% rename from pdfy/Analiza_Listy_Przebojow_Trojki.tex rename to "pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.tex" index b3a9934..b562293 100644 --- a/pdfy/Analiza_Listy_Przebojow_Trojki.tex +++ "b/pdfy/Analiza Listy Przeboj\303\263w Tr\303\263jki BEZ KODU.tex" @@ -392,13 +392,13 @@ \subsubsection{Autor: Paweł Niestety w roku 2020, po tzw. \href{https://pl.wikipedia.org/wiki/Polskie_Radio_Program_III\#Sprawa_pojawienia_si\%C4\%99_piosenki_\%E2\%80\%9ETw\%C3\%B3j_b\%C3\%B3l_jest_lepszy_ni\%C5\%BC_m\%C3\%B3j\%E2\%80\%9D_na_Li\%C5\%9Bcie_Przeboj\%C3\%B3w}{``Aferze w radiowej Trójce''}, której przyczynkiem było (jak się miało okazać - -ostatnie) - notowanie nr 1998, Lista Przebojów Radiowej Trójki została +ostatnie) notowanie nr 1998, Lista Przebojów Radiowej Trójki została ``zawieszona''. -Jako wyraz uznania dlawieloletniej pracy redaktorów Trójki jak i przejaw -zwykłej ciekawości na to, jak wygladały gusta ``Trójkowiczów'' przez -wszystkie te lata, chciałbym krótko przeanalizować niemal 2 tysiące -notowań +Jako wyraz uznania dla wieloletniej pracy redaktorów Trójki jak i +przejaw zwykłej ciekawości na to, jak wygladały gusta ``Trójkowiczów'' +przez wszystkie te lata, chciałbym krótko przeanalizować niemal 2 +tysiące notowań. \hypertarget{informacje-wstux119pne}{% \subsection{Informacje wstępne}\label{informacje-wstux119pne}} @@ -406,12 +406,12 @@ \subsection{Informacje wstępne}\label{informacje-wstux119pne}} \hypertarget{kruxf3tko-o-danych}{% \subsubsection{Krótko o danych}\label{kruxf3tko-o-danych}} -Dane zostały pobrane ze strony https://www.lp3.pl/, skąd zostały -``zeskrapowane'' z użyciem języka python z pomocą modułu BeautifulSoup4. -Pełny kod (wraz z plikiem ``requirements.txt'') dostępny jest pod tym -\href{https://github.com/pkrucz00/trojkaStats}{linkiem na githubie} w -pliku \texttt{lp3WebScratch}. Zapisuje on dane do pliku CSV, który to -został zaimportowany za pomocą aplikacji SQLiteStudio do bazy +Dane zostały pobrane ze strony \href{https://www.lp3.pl/}{www.lp3.pl}, +skąd zostały ``zeskrapowane'' z użyciem języka python z pomocą modułu +BeautifulSoup4. Pełny kod (wraz z plikiem ``requirements.txt'') dostępny +jest pod tym \href{https://github.com/pkrucz00/trojkaStats}{linkiem na +githubie} w pliku \texttt{lp3WebScratch}. Zapisuje on dane do pliku CSV, +który to został zaimportowany za pomocą aplikacji SQLiteStudio do bazy \texttt{listaPrzebojowTrojki.db} Baza danych składa się z jednej tabeli zawierającej wszystkie rekordy w @@ -480,74 +480,30 @@ \subsubsection{Krótko o danych}\label{kruxf3tko-o-danych}} latach, postanowiłem ujednolicić (oczyścić) dane - do bazy trafiają zawsze te utwory, które zajęły w notowaniu pozycję 30. lub wyższą. Dzięki temu przyporządkowanie punktów jest jednolite (jednak nieco różni -się od stosowanego przez Radiową Trójkę systemu - np. podsumowaniach -rocznych). +się od systemu punktowania stosowanego przez Radiową Trójkę w +podsumowaniach rocznych). W bazie znajduje się 58815 rekordów. Liczba nie jest podzielna przez 30, -ponieważ na listę często trafiały miejsca \emph{ex aequo} +ponieważ na listę często trafiały miejsca \emph{ex aequo}. -Kontrowersyjne notowanie 1998 zostało tutaj zamieszczone zgodnie z tym, -jak zostało wyemitowane. Nie wzięto pod uwagę notowania 1999 +Kontrowersyjne notowanie nr 1998 zostało tutaj zamieszczone zgodnie z +tym, jak zostało wyemitowane. Nie wzięto pod uwagę notowania nr 1999. \hypertarget{wyux142ux105czenie-ostrzeux17ceux144-i-powiadomieux144-dla-czytelnoux15bci}{% \subsubsection{Wyłączenie ostrzeżeń i powiadomień (dla czytelności)}\label{wyux142ux105czenie-ostrzeux17ceux144-i-powiadomieux144-dla-czytelnoux15bci}} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{68}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n+nf}{options}\PY{p}{(}\PY{n}{warn}\PY{o}{=}\PY{l+m}{\PYZhy{}1}\PY{p}{)} -\PY{n+nf}{options}\PY{p}{(}\PY{n}{dplyr.summarise.inform}\PY{o}{=}\PY{n+nb+bp}{F}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \hypertarget{podux142ux105czenie-bazy-do-jux119zyka-r}{% \subsubsection{Podłączenie bazy do języka R}\label{podux142ux105czenie-bazy-do-jux119zyka-r}} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{66}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{c+c1}{\PYZsh{}Zainstaluj paczkę \PYZdq{}RSQLite\PYZdq{} pozwalającą na użycie bazy danych w postaci obiektu w języku R} -\PY{c+c1}{\PYZsh{}NIE uruchamiaj tej komórki, jeżeli już zainstalowałeś tę paczkę} -\PY{n+nf}{install.packages}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{wesanderson\PYZdq{}}\PY{p}{)} -\PY{n+nf}{install.packages}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{RSQLite\PYZdq{}}\PY{p}{)} -\PY{n+nf}{install.packages}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{tidyverse\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \hypertarget{potrzebne-biblioteki}{% \subsubsection{Potrzebne biblioteki}\label{potrzebne-biblioteki}} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{67}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n+nf}{library}\PY{p}{(}\PY{n}{RSQLite}\PY{p}{)} -\PY{n+nf}{library}\PY{p}{(}\PY{n}{tidyverse}\PY{p}{)} -\PY{n+nf}{library}\PY{p}{(}\PY{n}{wesanderson}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \hypertarget{wypisanie-fragmentu-bazy-danych}{% \subsubsection{Wypisanie fragmentu bazy danych}\label{wypisanie-fragmentu-bazy-danych}} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{69}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{con} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{dbConnect}\PY{p}{(}\PY{n}{RSQLite}\PY{o}{::}\PY{n+nf}{SQLite}\PY{p}{(}\PY{p}{)}\PY{p}{,} \PY{n}{dbname}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ListaPrzebojowTrojki.db\PYZdq{}}\PY{p}{)} - -\PY{n+nf}{dbListTables}\PY{p}{(}\PY{n}{con}\PY{p}{)} - -\PY{c+c1}{\PYZsh{}Błąd związany z \PYZdq{}mixed type\PYZdq{} związany jest z tytułami i artystami,} -\PY{c+c1}{\PYZsh{}którzy zawierają w swojej nazwie liczby (np. \PYZsq{}51\PYZsq{} zespołu TSA)} -\PY{n}{records} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{dbReadTable}\PY{p}{(}\PY{n}{con}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Records\PYZdq{}}\PY{p}{)} -\PY{n}{records}\PY{n}{[1}\PY{o}{:}\PY{l+m}{15}\PY{p}{,} \PY{n}{]} - -\PY{n+nf}{dbDisconnect}\PY{p}{(}\PY{n}{con}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - 'Records' @@ -583,17 +539,6 @@ \subsubsection{Poprawność danych}\label{poprawnoux15bux107-danych}} Na sam początek możemy sprawdzić, czy zebrane dane są poprawne. Sprawdźmy liczbę, medianę i średnią wszystkich rekordów - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{6}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{liczba.rekordów} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{,} - \PY{n}{mediana} \PY{o}{=} \PY{n+nf}{median}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{,} - ś\PY{n}{rednia} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|lll} liczba.rekordów & mediana & średnia\\ \hline @@ -612,28 +557,6 @@ \subsubsection{Analiza pojedynczych A jak analogiczne statystyki wyglądają dla poszczególnych piosenek? - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{147}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(} - \PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{,} - \PY{n}{Punkty}\PY{o}{=}\PY{n}{Punkty} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarize}\PY{p}{(} - \PY{n}{sumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{,} - \PY{n}{liczbaWystapien} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarize}\PY{p}{(} - ś\PY{n}{r.tyg.na.liscie} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}\PY{n}{liczbaWystapien}\PY{p}{)}\PY{p}{,} - \PY{n}{med.tyg.na.liscie} \PY{o}{=} \PY{n+nf}{median}\PY{p}{(}\PY{n}{liczbaWystapien}\PY{p}{)}\PY{p}{,} - ś\PY{n}{r.suma.punktów} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}\PY{n}{sumaPunktów}\PY{p}{)}\PY{p}{,} - \PY{n}{med.sumy.punktow} \PY{o}{=} \PY{n+nf}{median}\PY{p}{(}\PY{n}{sumaPunktów}\PY{p}{)} - \PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|llll} śr.tyg.na.liscie & med.tyg.na.liscie & śr.suma.punktów & med.sumy.punktow\\ \hline @@ -648,53 +571,13 @@ \subsubsection{Analiza pojedynczych liczby utworów w zależności od liczby tygodni w zestawieniu oraz sumy zdobytych punktów - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{167}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(} - \PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{,} - \PY{n}{Punkty}\PY{o}{=}\PY{n}{Punkty} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarize}\PY{p}{(} - \PY{n}{liczbaWystapien} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{,} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme}\PY{p}{(}\PY{n}{plot.title} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{hjust} \PY{o}{=} \PY{l+m}{0.5}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}bar}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x}\PY{o}{=}\PY{n}{liczbaWystapien}\PY{p}{)}\PY{p}{,} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{bin\PYZdq{}}\PY{p}{,} \PY{n}{binwidth}\PY{o}{=}\PY{l+m}{1}\PY{p}{,} \PY{n}{fill}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{grey\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ylab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba utworów\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba utworów w zależności od liczby wystąpień na liście\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_16_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_16_0.png} \end{center} { \hspace*{\fill} \\} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{168}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(} - \PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{,} - \PY{n}{Punkty}\PY{o}{=}\PY{n}{Punkty} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarize}\PY{p}{(} - \PY{n}{sumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{,} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme}\PY{p}{(}\PY{n}{plot.title} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{hjust} \PY{o}{=} \PY{l+m}{0.5}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}bar}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x}\PY{o}{=}\PY{n}{sumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{bin\PYZdq{}}\PY{p}{,} \PY{n}{binwidth}\PY{o}{=}\PY{l+m}{10}\PY{p}{,} \PY{n}{fill}\PY{o}{=}\PY{l+s}{\PYZsq{}}\PY{l+s}{darkgreen\PYZsq{}}\PY{p}{)} \PY{o}{+} \PY{n+nf}{ylab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba utworów\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba utworów w zależności od sumy zebranych punktów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_17_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_17_0.png} \end{center} { \hspace*{\fill} \\} @@ -710,75 +593,14 @@ \subsubsection{TOP utworów i artystów Listy Przebojów Poniżej zestawiono 20 utworów o największej sumarycznej liczbie punktów - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{10}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(} - \PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{,} - \PY{n}{Punkty}\PY{o}{=}\PY{n}{Punkty} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{20}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - - \PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}bar}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n+nf}{reorder}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{,} \PY{o}{\PYZhy{}}\PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{y} \PY{o}{=} \PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{identity\PYZdq{}}\PY{p}{,} \PY{n}{fill}\PY{o}{=}\PY{l+s}{\PYZsq{}}\PY{l+s}{blue\PYZsq{}}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme}\PY{p}{(}\PY{n}{axis.text.x} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{angle}\PY{o}{=}\PY{l+m}{90}\PY{p}{,} \PY{n}{hjust}\PY{o}{=}\PY{l+m}{1}\PY{p}{)}\PY{p}{,} \PY{n}{plot.title} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{hjust} \PY{o}{=} \PY{l+m}{0.5}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{xlab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Piosenka \PYZhy{} Wykonawca\PYZdq{}}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Top 20 utworów o największej liczbie zebranych punktów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_19_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_19_0.png} \end{center} { \hspace*{\fill} \\} Sprawdźmy również, ile dokładnie utworów przekroczyło bariery okrągłej liczby punktów - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{151}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{tableWithPoints} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(} - \PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{,} - \PY{n}{Punkty}\PY{o}{=}\PY{n}{Punkty} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Piosenka}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(}\PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{)} - -\PY{n}{numberOfSongs} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{transmute}\PY{p}{(}\PY{n}{Piosenka} \PY{o}{=} \PY{n+nf}{paste}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{sep}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{ \PYZhy{} \PYZdq{}}\PY{p}{)}\PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{distinct}\PY{p}{(}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(}\PY{n}{liczbaPiosenek} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{)} - - -\PY{n}{progi} \PY{o}{=} \PY{n+nf}{seq}\PY{p}{(}\PY{l+m}{0}\PY{p}{,} \PY{l+m}{1000}\PY{p}{,} \PY{n}{by}\PY{o}{=}\PY{l+m}{100}\PY{p}{)} -\PY{n}{liczbaPiosenekPowyzejProgu} \PY{o}{=} \PY{n+nf}{c}\PY{p}{(}\PY{p}{)} -\PY{n}{procent} \PY{o}{=} \PY{n+nf}{c}\PY{p}{(}\PY{p}{)} -\PY{n}{res} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{data.frame}\PY{p}{(}\PY{p}{)} -\PY{n+nf}{for }\PY{p}{(}\PY{n}{Próg} \PY{n}{in} \PY{n}{progi}\PY{p}{)}\PY{p}{\PYZob{}} - - \PY{n}{tmp} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{tableWithPoints} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{filter}\PY{p}{(}\PY{n}{SumaPunktów} \PY{o}{\PYZgt{}} \PY{n}{Próg}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarize}\PY{p}{(}\PY{n}{Liczba.Piosenek} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{)} - \PY{n}{pr} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{round}\PY{p}{(}\PY{n}{tmp}\PY{o}{*}\PY{l+m}{100}\PY{o}{/}\PY{n}{numberOfSongs}\PY{p}{,} \PY{l+m}{2}\PY{p}{)} - \PY{n}{newRow} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{cbind}\PY{p}{(}\PY{n}{Próg}\PY{p}{,} \PY{n}{tmp}\PY{p}{,} \PY{n}{pr}\PY{p}{)} - \PY{n}{res} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{rbind}\PY{p}{(}\PY{n}{res}\PY{p}{,} \PY{n}{newRow}\PY{p}{)} -\PY{p}{\PYZcb{}} -\PY{n+nf}{names}\PY{p}{(}\PY{n}{res}\PY{p}{)}\PY{n}{[3}\PY{n}{]} \PY{o}{\PYZlt{}\PYZhy{}} \PY{l+s}{\PYZdq{}}\PY{l+s}{Procent\PYZdq{}} -\PY{n}{res} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|lll} Próg & Liczba.Piosenek & Procent\\ \hline @@ -800,63 +622,16 @@ \subsubsection{TOP utworów i artystów Listy Przebojów Podobny jak wyżej histogram można również stworzyć dla liczby punktów zdobytych przez danego artystę - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{152}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Punkty}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{20}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - - \PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}bar}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n+nf}{reorder}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{o}{\PYZhy{}}\PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{y} \PY{o}{=} \PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{identity\PYZdq{}}\PY{p}{,} \PY{n}{fill}\PY{o}{=}\PY{l+s}{\PYZsq{}}\PY{l+s}{lightblue\PYZsq{}}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{theme}\PY{p}{(}\PY{n}{axis.text.x} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{angle}\PY{o}{=}\PY{l+m}{45}\PY{p}{,} \PY{n}{hjust}\PY{o}{=}\PY{l+m}{1}\PY{p}{)}\PY{p}{,} \PY{n}{plot.title} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{hjust} \PY{o}{=} \PY{l+m}{0.5}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{xlab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Wykonawca\PYZdq{}}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Top 20 artystów o największej liczbie zebranych punktów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_23_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_23_0.png} \end{center} { \hspace*{\fill} \\} Jak suma punktów rozkładała się dla podanych wyżej twórców w ciągu kolejnych notowań? - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{153}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{topArtystow} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Punkty}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{10}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)} - -\PY{n}{najlepsiArtysci} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n}{topArtystow}\PY{o}{\PYZdl{}}\PY{n}{Artysta} - -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{filter}\PY{p}{(}\PY{n}{Artysta} \PY{o}{\PYZpc{}in\PYZpc{}} \PY{n}{najlepsiArtysci}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{mutate}\PY{p}{(}\PY{n}{KumulowanePunkty}\PY{o}{=}\PY{n+nf}{cumsum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{select}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{KumulowanePunkty}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{theme}\PY{p}{(}\PY{n}{plot.title} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{hjust} \PY{o}{=} \PY{l+m}{0.5}\PY{p}{)}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{geom\PYZus{}line}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{KumulowanePunkty}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Artysta}\PY{p}{)}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Kumulacyjny wykres najlepszych zespołów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_25_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_25_0.png} \end{center} { \hspace*{\fill} \\} @@ -870,57 +645,22 @@ \subsubsection{TOP utworów i artystów Listy Przebojów \subsubsection{Najlepsze utwory poszczególnych wykonawców}\label{najlepsze-utwory-poszczeguxf3lnych-wykonawcuxf3w}} -Również ``skoki'' wskazują na dużą liczbę punktów zdobywanych w którkim -czasie, tzw. ``hitów''. Jakie piosenki przyniosły njwięcej punktów dla +Również ``skoki'' wskazują na dużą liczbę punktów zdobywanych w krótkim +czasie, tzw. ``hitów''. Jakie piosenki przyniosły najwięcej punktów dla poszczgólnych artystów? - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{195}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{topArtystow} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Punkty}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)} - \PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{10}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)} - -\PY{n}{najlepsiArtysci} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n}{topArtystow}\PY{o}{\PYZdl{}}\PY{n}{Artysta} - -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{filter}\PY{p}{(}\PY{n}{Artysta} \PY{o}{\PYZpc{}in\PYZpc{}} \PY{n}{najlepsiArtysci}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Tytuł}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ungroup}\PY{p}{(}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{arrange}\PY{p}{(}\PY{n+nf}{desc}\PY{p}{(}\PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{5}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{c+c1}{\PYZsh{}arrange(Artysta)\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{geom\PYZus{}bar}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n+nf}{reorder}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{)}\PY{p}{,} \PY{n}{SumaPunktów}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Artysta}\PY{p}{)}\PY{p}{,} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{identity\PYZdq{}}\PY{p}{,} \PY{n}{size}\PY{o}{=}\PY{l+m}{0.9}\PY{p}{)}\PY{o}{+} -\PY{n+nf}{theme}\PY{p}{(}\PY{n}{axis.ticks.length.y}\PY{o}{=}\PY{n+nf}{unit}\PY{p}{(}\PY{l+m}{0.25}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{cm\PYZdq{}}\PY{p}{)}\PY{p}{,} \PY{n}{axis.text.y} \PY{o}{=} \PY{n+nf}{element\PYZus{}text}\PY{p}{(}\PY{n}{size}\PY{o}{=}\PY{l+m}{6}\PY{p}{,} \PY{n}{hjust}\PY{o}{=}\PY{l+m}{1}\PY{p}{)}\PY{p}{)}\PY{o}{+} -\PY{n+nf}{facet\PYZus{}wrap}\PY{p}{(}\PY{o}{\PYZti{}}\PY{n}{Artysta}\PY{p}{,} \PY{n}{scales}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{free\PYZus{}y\PYZdq{}}\PY{p}{,} \PY{n}{ncol}\PY{o}{=}\PY{l+m}{1}\PY{p}{)}\PY{o}{+} \PY{n+nf}{coord\PYZus{}flip}\PY{p}{(}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{xlab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Tytuły piosenek\PYZdq{}}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Najlepiej punktowane utwory artystów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_27_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_27_0.png} \end{center} { \hspace*{\fill} \\} \hypertarget{badanie-hipotez}{% \subsection{Badanie hipotez}\label{badanie-hipotez}} -\hypertarget{mnie-siux119-podobajux105-melodie-ktuxf3re-juux17c-raz-sux142yszaux142em-czyli---czy-znane-nazwiska-artystuxf3w-zapewniajux105-wyux17csze-pozycje}{% +\hypertarget{mnie-siux119-podobajux105-melodie-ktuxf3re-juux17c-raz-sux142yszaux142em-czyli-czy-znane-nazwiska-artystuxf3w-zapewniajux105-wyux17csze-pozycje}{% \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które -już raz słyszałem}, czyli - Czy znane nazwiska artystów zapewniają -wyższe -pozycje?}{Mnie się podobają melodie, które już raz słyszałem, czyli - Czy znane nazwiska artystów zapewniają wyższe pozycje?}}\label{mnie-siux119-podobajux105-melodie-ktuxf3re-juux17c-raz-sux142yszaux142em-czyli---czy-znane-nazwiska-artystuxf3w-zapewniajux105-wyux17csze-pozycje}} +już raz słyszałem}, czyli czy znane nazwiska artystów zapewniają wyższe +pozycje?}{Mnie się podobają melodie, które już raz słyszałem, czyli czy znane nazwiska artystów zapewniają wyższe pozycje?}}\label{mnie-siux119-podobajux105-melodie-ktuxf3re-juux17c-raz-sux142yszaux142em-czyli-czy-znane-nazwiska-artystuxf3w-zapewniajux105-wyux17csze-pozycje}} \hypertarget{gux142uxf3wna-myux15bl}{% \paragraph{Główna myśl}\label{gux142uxf3wna-myux15bl}} @@ -929,48 +669,8 @@ \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które sprawdzić, czy istnieje korelacja między liczbą piosenek w zestawieniu danego artysty, a liczbą punktów na dany utwór - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{194}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{c+c1}{\PYZsh{}Artyści wg liczby piosenek w liście} -\PY{n}{liczbaPiosenekNaArtyste} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{distinct}\PY{p}{(}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(}\PY{n}{Liczba.utworów.na.liście} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{arrange}\PY{p}{(}\PY{n+nf}{desc}\PY{p}{(}\PY{n}{Liczba.utworów.na.liście}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ungroup}\PY{p}{(}\PY{p}{)} - -\PY{c+c1}{\PYZsh{}Średnia punktów na utwór} -ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Tytuł}\PY{p}{,} \PY{n}{Punkty}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{n}{Tytuł}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{SumaPunktów} \PY{o}{=} \PY{n+nf}{sum}\PY{p}{(}\PY{n}{Punkty}\PY{p}{)}\PY{p}{,} \PY{c+c1}{\PYZsh{}sumaryczna liczba punktów dla każdego utworu} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ungroup}\PY{p}{(}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - Ś\PY{n}{redniaPunktówNaUtwór} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}\PY{n}{SumaPunktów}\PY{p}{)} - \PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{arrange}\PY{p}{(}\PY{n+nf}{desc}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{)}\PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ungroup}\PY{p}{(}\PY{p}{)} - -\PY{n}{joinedTable} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{left\PYZus{}join}\PY{p}{(}\PY{n}{liczbaPiosenekNaArtyste}\PY{p}{,} ś\PY{n}{rPktNaArtyste}\PY{p}{,} \PY{n}{by}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{Artysta\PYZdq{}}\PY{p}{)} -\PY{n}{korelacja} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{cor}\PY{p}{(}\PY{n}{joinedTable}\PY{o}{\PYZdl{}}\PY{n}{Liczba.utworów.na.liście}\PY{p}{,} \PY{n}{joinedTable}\PY{o}{\PYZdl{}}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)} - -\PY{n}{joinedTable} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{c+c1}{\PYZsh{}top\PYZus{}n(20, Liczba.utworów.na.liście) \PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n}{Liczba.utworów.na.liście}\PY{p}{,} \PY{n}{y}\PY{o}{=}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}point}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{stat\PYZus{}smooth}\PY{p}{(}\PY{n}{method} \PY{o}{=} \PY{n}{lm}\PY{p}{,} \PY{n}{formula}\PY{o}{=}\PY{n}{y}\PY{o}{\PYZti{}}\PY{n}{x}\PY{p}{)} \PY{o}{+} \PY{c+c1}{\PYZsh{}poszukiwanie regresji liniowej} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Zależność \PYZbs{}\PYZdq{}jakości\PYZbs{}\PYZdq{} utworów wykonawcy od liczby wystąpień w LP3\PYZbs{}nKorelacja:\PYZdq{}} \PY{p}{,} \PY{n}{korelacja}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_29_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_29_0.png} \end{center} { \hspace*{\fill} \\} @@ -987,13 +687,6 @@ \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które Jednak przyglądając się szczytom powyższych tabel, zauważyłem pewien szczegół: - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{193}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{top\PYZus{}n}\PY{p}{(}\PY{l+m}{20}\PY{p}{,} Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|ll} Artysta & ŚredniaPunktówNaUtwór\\ \hline @@ -1037,45 +730,6 @@ \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które wspólnie już przez kilka dekad. Nie wliczamy jednak np. Męskiego Grania 2018, które jest oczywiście, zbiorem twórców tworzących zazwyczaj osobno - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{192}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{kolaboracjeTabela} \PY{o}{\PYZlt{}\PYZhy{}} - ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{str\PYZus{}detect}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{l+s}{\PYZsq{}}\PY{l+s}{\PYZam{}|feat.\PYZsq{}}\PY{p}{)}\PY{p}{)} - -\PY{n}{calosciowo} \PY{o}{\PYZlt{}\PYZhy{}} - ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{nazwa} \PY{o}{=} \PY{l+s}{\PYZdq{}}\PY{l+s}{Wszyscy artyści\PYZdq{}}\PY{p}{,} - \PY{n}{liczba\PYZus{}utworów}\PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{,} - ś\PY{n}{rednia\PYZus{}liczba\PYZus{}punktów} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{,} - \PY{n}{mediana} \PY{o}{=} \PY{n+nf}{median}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{,} - \PY{n}{odchylenie\PYZus{}standardowe} \PY{o}{=} \PY{n+nf}{sd}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)} - \PY{p}{)} - -\PY{n}{kolaboracje} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{kolaboracjeTabela} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(} - \PY{n}{nazwa} \PY{o}{=} \PY{l+s}{\PYZdq{}}\PY{l+s}{Kolaboracje\PYZdq{}}\PY{p}{,} - \PY{n}{liczba\PYZus{}utworów} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{,} - ś\PY{n}{rednia\PYZus{}liczba\PYZus{}punktów} \PY{o}{=} \PY{n+nf}{mean}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{,} - \PY{n}{mediana} \PY{o}{=} \PY{n+nf}{median}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{,} - \PY{n}{odchylenie\PYZus{}standardowe} \PY{o}{=} \PY{n+nf}{sd}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)} - \PY{p}{)} - - -\PY{n+nf}{rbind}\PY{p}{(}\PY{n}{calosciowo}\PY{p}{,} \PY{n}{kolaboracje}\PY{p}{)} - -ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{str\PYZus{}detect}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{l+s}{\PYZsq{}}\PY{l+s}{\PYZam{}|feat.\PYZsq{}}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ggplot}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{geom\PYZus{}bar}\PY{p}{(} \PY{n}{stat}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{bin\PYZdq{}}\PY{p}{,} \PY{n}{binwidth}\PY{o}{=}\PY{l+m}{10}\PY{p}{,} \PY{n}{fill}\PY{o}{=}\PY{l+s}{\PYZsq{}}\PY{l+s}{lightgreen\PYZsq{}}\PY{p}{)} \PY{o}{+} \PY{n+nf}{ylab}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba utworów\PYZdq{}}\PY{p}{)}\PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba artystów z daną średnią punktów\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|lllll} nazwa & liczba\_utworów & średnia\_liczba\_punktów & mediana & odchylenie\_standardowe\\ \hline @@ -1086,7 +740,7 @@ \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_33_1.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_33_1.png} \end{center} { \hspace*{\fill} \\} @@ -1102,26 +756,8 @@ \subsubsection{\texorpdfstring{\emph{Mnie się podobają melodie, które średnią zdobytą liczbą punktów na utwór dla utworów muzycznych kolaboracji - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{191}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{kolaboracjeLiczbaPiosenek} \PY{o}{\PYZlt{}\PYZhy{}} \PY{p}{(}\PY{n}{liczbaPiosenekNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{str\PYZus{}detect}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{l+s}{\PYZsq{}}\PY{l+s}{\PYZam{}|feat.\PYZsq{}}\PY{p}{)}\PY{p}{)}\PY{p}{)} -\PY{n}{kolaboracjeŚrednia} \PY{o}{\PYZlt{}\PYZhy{}} \PY{p}{(}ś\PY{n}{rPktNaArtyste} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{str\PYZus{}detect}\PY{p}{(}\PY{n}{Artysta}\PY{p}{,} \PY{l+s}{\PYZsq{}}\PY{l+s}{\PYZam{}|feat.\PYZsq{}}\PY{p}{)}\PY{p}{)}\PY{p}{)} - -\PY{n}{joinedTable} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{left\PYZus{}join}\PY{p}{(}\PY{n}{kolaboracjeLiczbaPiosenek}\PY{p}{,} \PY{n}{kolaboracjeŚrednia}\PY{p}{,} \PY{n}{by}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{Artysta\PYZdq{}}\PY{p}{)} -\PY{n}{korelacja} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{cor}\PY{p}{(}\PY{n}{joinedTable}\PY{o}{\PYZdl{}}\PY{n}{Liczba.utworów.na.liście}\PY{p}{,} \PY{n}{joinedTable}\PY{o}{\PYZdl{}}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)} - - \PY{n}{joinedTable} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n}{Liczba.utworów.na.liście}\PY{p}{,} \PY{n}{y}\PY{o}{=}Ś\PY{n}{redniaPunktówNaUtwór}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}point}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{stat\PYZus{}smooth}\PY{p}{(}\PY{n}{method} \PY{o}{=} \PY{n}{lm}\PY{p}{,} \PY{n}{formula}\PY{o}{=}\PY{n}{y}\PY{o}{\PYZti{}}\PY{n}{x}\PY{p}{)} \PY{o}{+} \PY{c+c1}{\PYZsh{}poszukiwanie regresji liniowej} - \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Muzyczne kolaboracje a \PYZbs{}\PYZdq{}jakość\PYZbs{}\PYZdq{} utworu\PYZbs{}nKorelacja:\PYZdq{}}\PY{p}{,} \PY{n}{korelacja}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_35_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_35_0.png} \end{center} { \hspace*{\fill} \\} @@ -1143,36 +779,6 @@ \subsubsection{Czy wysoki debiut zapewnia długi czas na tak, to jak wygląda zależność między wysokim debiutem a liczbą tygodni spędzonych na Liście Przebojów Trójki - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{196}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{res} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{arrange}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{mutate}\PY{p}{(}\PY{n}{TygNaLiście}\PY{o}{=}\PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{row\PYZus{}number}\PY{p}{(}\PY{p}{)}\PY{o}{==}\PY{l+m}{1}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{select}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{n}{Artysta}\PY{p}{,} \PY{n}{Pozycja}\PY{p}{,} \PY{n}{TygNaLiście}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{rename}\PY{p}{(}\PY{n}{PozycjaDebiutu} \PY{o}{=} \PY{n}{Pozycja}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ungroup}\PY{p}{(}\PY{p}{)} - -\PY{n}{cor} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{cor}\PY{p}{(}\PY{n}{res}\PY{o}{\PYZdl{}}\PY{n}{PozycjaDebiutu}\PY{p}{,} \PY{n}{res}\PY{o}{\PYZdl{}}\PY{n}{TygNaLiście}\PY{p}{)} -\PY{n+nf}{cor.test}\PY{p}{(}\PY{n}{res}\PY{o}{\PYZdl{}}\PY{n}{PozycjaDebiutu}\PY{p}{,} \PY{n}{res}\PY{o}{\PYZdl{}}\PY{n}{TygNaLiście}\PY{p}{)} - -\PY{n}{pktDoNarysowania} \PY{o}{\PYZlt{}\PYZhy{}} - \PY{n}{res} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{PozycjaDebiutu}\PY{p}{,} \PY{n}{TygNaLiście}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{summarise}\PY{p}{(}\PY{n}{Powtórzenia} \PY{o}{=} \PY{n+nf}{n}\PY{p}{(}\PY{p}{)}\PY{p}{)} - -\PY{n}{pktDoNarysowania} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{x} \PY{o}{=} \PY{n}{PozycjaDebiutu}\PY{p}{,} \PY{n}{y}\PY{o}{=}\PY{n}{TygNaLiście}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Powtórzenia}\PY{p}{)}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}point}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{scale\PYZus{}color\PYZus{}gradient}\PY{p}{(}\PY{n}{low}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{blue\PYZdq{}}\PY{p}{,} \PY{n}{high}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{red\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}smooth}\PY{p}{(}\PY{n}{method}\PY{o}{=}\PY{n}{lm}\PY{p}{,} \PY{n}{formula}\PY{o}{=}\PY{n}{y}\PY{o}{\PYZti{}}\PY{n}{x}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba tyg. na liście w zależności od pozycji debiutu\PYZbs{}nKorelacja:\PYZdq{}} \PY{p}{,} \PY{n}{cor}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{verbatim} @@ -1191,41 +797,32 @@ \subsubsection{Czy wysoki debiut zapewnia długi czas na \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_38_1.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_38_1.png} \end{center} { \hspace*{\fill} \\} Na bazie wyliczonej korelacji oraz testu Pearsona można stwierdzić, że istnieje pewna ujemna korelacja między wysokim debiutem a długim -występowaniem utworu na liście przebojów. \#\#\#\# Wyjątki od reguły +występowaniem utworu na liście przebojów. + +\hypertarget{wyjux105tki-od-reguux142y}{% +\paragraph{Wyjątki od reguły}\label{wyjux105tki-od-reguux142y}} + Należy jednak zauważyć, że jest to stosunkowo mała korelacja, od której zdarzają się znaczne wyjątki. Tak np. wyglądała droga na szczyt utworu \emph{Again} zespołu \emph{Archive} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{197}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{filter}\PY{p}{(}\PY{n}{Tytuł}\PY{o}{==}\PY{l+s}{\PYZdq{}}\PY{l+s}{Again\PYZdq{}}\PY{p}{,} \PY{n}{Artysta}\PY{o}{==}\PY{l+s}{\PYZdq{}}\PY{l+s}{Archive\PYZdq{}}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}line}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{Pozycja}\PY{p}{)}\PY{p}{)} \PY{o}{+} \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{scale\PYZus{}y\PYZus{}reverse}\PY{p}{(}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}point}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{Pozycja}\PY{p}{,}\PY{n}{color}\PY{o}{=}\PY{n}{Pozycja}\PY{p}{)}\PY{p}{,} \PY{n}{size}\PY{o}{=}\PY{l+m}{3}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{scale\PYZus{}color\PYZus{}gradient}\PY{p}{(}\PY{n}{low}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{red\PYZdq{}}\PY{p}{,} \PY{n}{high}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{blue\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Pozycje utworu \PYZbs{}\PYZdq{}Again\PYZbs{}\PYZdq{} zespołu \PYZbs{}\PYZdq{}Archive\PYZbs{}\PYZdq{}\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_40_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_40_0.png} \end{center} { \hspace*{\fill} \\} - Jak widać - wysoka belka nie zawsze oznacza wysoki skok + Jak widać - wysoka belka nie zawsze oznacza wysoki skok. - \hypertarget{efekt-mux119skiego-grania-czyli-o-wpux142ywie-muzycnej-inicjatywy-ux17cywca-na-listux119-przebojuxf3w}{% + \hypertarget{efekt-mux119skiego-grania-czyli-o-wpux142ywie-muzycznej-inicjatywy-ux17cywca-na-listux119-przebojuxf3w}{% \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o -wpływie muzycnej inicjatywy Żywca na Listę -Przebojów}{Efekt Męskiego Grania, czyli o wpływie muzycnej inicjatywy Żywca na Listę Przebojów}}\label{efekt-mux119skiego-grania-czyli-o-wpux142ywie-muzycnej-inicjatywy-ux17cywca-na-listux119-przebojuxf3w}} +wpływie muzycznej inicjatywy Żywca na Listę +Przebojów}{Efekt Męskiego Grania, czyli o wpływie muzycznej inicjatywy Żywca na Listę Przebojów}}\label{efekt-mux119skiego-grania-czyli-o-wpux142ywie-muzycznej-inicjatywy-ux17cywca-na-listux119-przebojuxf3w}} \hypertarget{wstux119p}{% \paragraph{Wstęp}\label{wstux119p}} @@ -1234,7 +831,7 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o ``Męskiego Grania''. ``Męskie granie'' to zainicjowana i tworzona przez markę Żywiec trasa koncertowa, skupiająca sporą grupę polskich artystów związanych ze sceną rockową i hiphopową. Pierwsze koncerty rozpoczęły -się w 2010; promujący tę trasę singiel \emph{Wszyscy muzyce to +się w 2010; promujący tę trasę singiel \emph{Wszyscy muzycy to wojownicy} przez 24 tygodnie znajdował się na Liście Przebojów Trójki, uzyskując 482 punkty (co pokazuje poniższa tabela). @@ -1243,26 +840,6 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o przedstawiającym sumy punktów uzyskanych przez utwory wydane pod szyldem ``Męskiego Grania'' w kolejnych latach. - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{199}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{records} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{filter}\PY{p}{(}\PY{n+nf}{str\PYZus{}detect}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Wszyscy muzycy to wojownicy\PYZdq{}}\PY{p}{)}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - \PY{n+nf}{group\PYZus{}by}\PY{p}{(}\PY{n}{Tytuł}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} - 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\PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Liczba punktów utworów z nazwą \PYZbs{}\PYZdq{}Męskie Granie\PYZbs{}\PYZdq{} w nazwie w danym roku\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{tabular}{r|lll} Tytuł & Tyg\_na\_liście & Suma\_Punktów\\ \hline @@ -1272,7 +849,7 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_43_1.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_43_1.png} \end{center} { \hspace*{\fill} \\} @@ -1300,42 +877,8 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o \hypertarget{test}{% \paragraph{Test}\label{test}} - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{200}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{artysci\PYZus{}meskiego\PYZus{}grania} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{c}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{O.S.T.R.\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Lao Che\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Brodka\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Zawiałow\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Nosowska\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Waglewski\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Organek\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Podsiadło\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Zalewski\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Maleńczuk\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Smolik\PYZdq{}}\PY{p}{)} - 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\PY{n+nf}{geom\PYZus{}line}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{KumulowanePunkty}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Artysta}\PY{p}{)}\PY{p}{)} \PY{o}{+} \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{geom\PYZus{}vline}\PY{p}{(}\PY{n}{xintercept}\PY{o}{=}\PY{n}{nr\PYZus{}notowania\PYZus{}m\PYZus{}gran}\PY{p}{,} \PY{n}{linetype}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{dotted\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_45_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_45_0.png} \end{center} { \hspace*{\fill} \\} @@ -1358,19 +901,8 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o Druga grupa jest o wiele bardziej interesująca. Możemy do niej zaliczyć m.in. Brodkę, Katarzynę Nosowską, Lao Che czy Macieja Maleńczuka - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{204}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{druga\PYZus{}grupa} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{c}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Nosowska\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Brodka\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Maleńczuk\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Lao Che\PYZdq{}}\PY{p}{)} - -\PY{n}{res} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{filter}\PY{p}{(}\PY{n}{Artysta} \PY{o}{\PYZpc{}in\PYZpc{}} \PY{n}{druga\PYZus{}grupa}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{ggtitle}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Kumulowane punkty artystów \PYZbs{}\PYZdq{}Męskiego Grania \PYZbs{}\PYZdq{} \PYZhy{} \PYZbs{}\PYZdq{}Starzy wyjadacze\PYZbs{}\PYZdq{}\PYZdq{}}\PY{p}{)} \PY{o}{+} - \PY{n+nf}{geom\PYZus{}line}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{KumulowanePunkty}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Artysta}\PY{p}{)}\PY{p}{)} \PY{o}{+} \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{geom\PYZus{}vline}\PY{p}{(}\PY{n}{xintercept}\PY{o}{=}\PY{n}{nr\PYZus{}notowania\PYZus{}m\PYZus{}gran}\PY{p}{,} \PY{n}{linetype}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{dotted\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} - \begin{center} - \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza_Listy_Przebojow_Trojki_files/Analiza_Listy_Przebojow_Trojki_47_0.png} + \adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{Analiza Listy Przebojów Trójki_files/Analiza Listy Przebojów Trójki_47_0.png} \end{center} { \hspace*{\fill} \\} @@ -1380,23 +912,14 @@ \subsubsection{\texorpdfstring{\emph{Efekt Męskiego Grania}, czyli o omawianego festiwalu. Oczywiście nadinterpretacją byłoby stwierdzić, że omawiani artyści zawdzięczają swoje wysokie pozycje jedynie festiwalowi Żywca, ale z pewnością istnieje korelacja między ich popularnością na -liście a uczestnictwem w MG. *** Trzecia grupa to artyści, którzy -pojawili się na liście po rozpoczęciu Męskiego Grania. Są to m.in. -Organek, Dawid Podsiadło, Daria Zawiałow czy Krzysztow Zalewski - - \begin{tcolorbox}[breakable, size=fbox, boxrule=1pt, pad at break*=1mm,colback=cellbackground, colframe=cellborder] -\prompt{In}{incolor}{25}{\boxspacing} -\begin{Verbatim}[commandchars=\\\{\}] -\PY{n}{trzecia\PYZus{}grupa} \PY{o}{\PYZlt{}\PYZhy{}} \PY{n+nf}{c}\PY{p}{(}\PY{l+s}{\PYZdq{}}\PY{l+s}{Zawiałow\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Organek\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Podsiadło\PYZdq{}}\PY{p}{,} \PY{l+s}{\PYZdq{}}\PY{l+s}{Zalewski\PYZdq{}}\PY{p}{)} +liście a uczestnictwem w MG. -\PY{n}{res} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} \PY{n+nf}{filter}\PY{p}{(}\PY{n}{Artysta} \PY{o}{\PYZpc{}in\PYZpc{}} \PY{n}{trzecia\PYZus{}grupa}\PY{p}{)} \PY{o}{\PYZpc{}\PYZgt{}\PYZpc{}} -\PY{n+nf}{ggplot}\PY{p}{(}\PY{p}{)} \PY{o}{+} -\PY{n+nf}{geom\PYZus{}line}\PY{p}{(}\PY{n+nf}{aes}\PY{p}{(}\PY{n}{Nr.notowania}\PY{p}{,} \PY{n}{KumulowanePunkty}\PY{p}{,} \PY{n}{color}\PY{o}{=}\PY{n}{Artysta}\PY{p}{)}\PY{p}{)} \PY{o}{+} \PY{n+nf}{theme\PYZus{}bw}\PY{p}{(}\PY{p}{)} \PY{o}{+} \PY{n+nf}{geom\PYZus{}vline}\PY{p}{(}\PY{n}{xintercept}\PY{o}{=}\PY{n}{nr\PYZus{}notowania\PYZus{}m\PYZus{}gran}\PY{p}{,} \PY{n}{linetype}\PY{o}{=}\PY{l+s}{\PYZdq{}}\PY{l+s}{dotted\PYZdq{}}\PY{p}{)} -\end{Verbatim} -\end{tcolorbox} +Trzecia grupa to artyści, którzy pojawili się na liście po rozpoczęciu +Męskiego Grania. Są to m.in. 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