{ "cells": [ { "cell_type": "markdown", "id": "b194bfbe", "metadata": {}, "source": [ "# Vizualizace dat v Pythonu (s využitím Plotly Express)\n", "## České filmy od roku 1920 z datasetu s finančně úspěšnými filmy v IMDB" ] }, { "cell_type": "markdown", "id": "9f58d5b6", "metadata": {}, "source": [ "## 1. Import knihoven a načtení dat" ] }, { "cell_type": "code", "execution_count": 2, "id": "9f2389ef", "metadata": {}, "outputs": [], "source": [ "# načte knihovnu pandas a pojmenuje ji jako pd (pro práci s datovými rámci)\n", "import pandas as pd\n", "\n", "# načte Plotly Express – jednoduché rozhraní pro tvorbu interaktivních grafů\n", "import plotly.express as px\n", "\n", "# načte Plotly Graph Objects – detailnější kontrola nad grafickými objekty\n", "import plotly.graph_objects as go\n", "\n", "# funkce pro tvorbu grafů s více dílčími grafy (subplots)\n", "from plotly.subplots import make_subplots\n", "\n", "# načte knihovnu NumPy a pojmenuje ji jako np (pro numerické výpočty a pole)\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 3, "id": "d2ae56f3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Rozměry datasetu: (247, 23)\n", "\n", "První řádky:\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idtitledurationmparatingvotesméta_scoredescriptionmovie_linkwriters...opening_weekend_grossgross_worldwidegross_us_canadarelease_datecountries_originfilming_locationsproduction_companiesawards_contentgenreslanguages
0tt0176345Zlaté kapradí115NaN7.0166.0NaNCzech fairy tale about a shepherd who finds a ...https://www.imdb.com/title/tt0176345/['Jan Drda', 'Jirí Weiss']...NaNNaNNaN1963-11-22T00:00:00Z['Czechoslovakia']NaN['Ceskoslovenský Státní Film']NaN['Fairy Tale', 'Adventure', 'Fantasy', 'Romance']['Czech']
1tt1100016Svejk na fronte0NaN5.59.0NaNNaNhttps://www.imdb.com/title/tt1100016/['Jaroslav Hasek', 'Václav Wasserman']...NaNNaNNaN1926-10-15T00:00:00Z['Czechoslovakia']['Atelier Kavalírka, Prague, Czech Republic']['Gloriafilm']NaN['Comedy']['None', 'Czech']
2tt0176045Predtucha89NaN6.831.0NaNThe young daughter of a schoolmaster ,growing ...https://www.imdb.com/title/tt0176045/['Marie Pujmanova', 'Otakar Vávra']...NaNNaNNaN1947-12-25T00:00:00Z['Czechoslovakia']NaN['Ceskoslovenská Filmová Spolecnost']NaN['Drama']['Czech']
3tt0175757Humoreska92NaN5.619.0NaNJosef Hupka loves music more than anything in ...https://www.imdb.com/title/tt0175757/['Karel Matej Capek-Chod', 'Otakar Vávra']...NaNNaNNaN1949-09-28T00:00:00Z['Czechoslovakia']['AB Barrandov Studios, Prague, Czech Republic']['Lucernafilm']NaN['Drama', 'Romance']['Czech']
4tt0074790Summer with a Cowboy90NaN6.7232.0NaNA young psychologist Doubravka (Daniela Koláro...https://www.imdb.com/title/tt0074790/['Jaromíra Kolárová']...NaNNaNNaN1976-10-01T00:00:00Z['Czechoslovakia']NaNNaNNaN['Feel-Good Romance', 'Romantic Comedy', 'Come...['Czech']
\n", "

5 rows × 23 columns

\n", "
" ], "text/plain": [ " id title duration mpa rating votes méta_score \\\n", "0 tt0176345 Zlaté kapradí 115 NaN 7.0 166.0 NaN \n", "1 tt1100016 Svejk na fronte 0 NaN 5.5 9.0 NaN \n", "2 tt0176045 Predtucha 89 NaN 6.8 31.0 NaN \n", "3 tt0175757 Humoreska 92 NaN 5.6 19.0 NaN \n", "4 tt0074790 Summer with a Cowboy 90 NaN 6.7 232.0 NaN \n", "\n", " description \\\n", "0 Czech fairy tale about a shepherd who finds a ... \n", "1 NaN \n", "2 The young daughter of a schoolmaster ,growing ... \n", "3 Josef Hupka loves music more than anything in ... \n", "4 A young psychologist Doubravka (Daniela Koláro... \n", "\n", " movie_link \\\n", "0 https://www.imdb.com/title/tt0176345/ \n", "1 https://www.imdb.com/title/tt1100016/ \n", "2 https://www.imdb.com/title/tt0176045/ \n", "3 https://www.imdb.com/title/tt0175757/ \n", "4 https://www.imdb.com/title/tt0074790/ \n", "\n", " writers ... opening_weekend_gross \\\n", "0 ['Jan Drda', 'Jirí Weiss'] ... NaN \n", "1 ['Jaroslav Hasek', 'Václav Wasserman'] ... NaN \n", "2 ['Marie Pujmanova', 'Otakar Vávra'] ... NaN \n", "3 ['Karel Matej Capek-Chod', 'Otakar Vávra'] ... NaN \n", "4 ['Jaromíra Kolárová'] ... NaN \n", "\n", " gross_worldwide gross_us_canada release_date countries_origin \\\n", "0 NaN NaN 1963-11-22T00:00:00Z ['Czechoslovakia'] \n", "1 NaN NaN 1926-10-15T00:00:00Z ['Czechoslovakia'] \n", "2 NaN NaN 1947-12-25T00:00:00Z ['Czechoslovakia'] \n", "3 NaN NaN 1949-09-28T00:00:00Z ['Czechoslovakia'] \n", "4 NaN NaN 1976-10-01T00:00:00Z ['Czechoslovakia'] \n", "\n", " filming_locations \\\n", "0 NaN \n", "1 ['Atelier Kavalírka, Prague, Czech Republic'] \n", "2 NaN \n", "3 ['AB Barrandov Studios, Prague, Czech Republic'] \n", "4 NaN \n", "\n", " production_companies awards_content \\\n", "0 ['Ceskoslovenský Státní Film'] NaN \n", "1 ['Gloriafilm'] NaN \n", "2 ['Ceskoslovenská Filmová Spolecnost'] NaN \n", "3 ['Lucernafilm'] NaN \n", "4 NaN NaN \n", "\n", " genres languages \n", "0 ['Fairy Tale', 'Adventure', 'Fantasy', 'Romance'] ['Czech'] \n", "1 ['Comedy'] ['None', 'Czech'] \n", "2 ['Drama'] ['Czech'] \n", "3 ['Drama', 'Romance'] ['Czech'] \n", "4 ['Feel-Good Romance', 'Romantic Comedy', 'Come... ['Czech'] \n", "\n", "[5 rows x 23 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# načtení dat z CSV souboru do pandas DataFrame\n", "df = pd.read_csv(\"final-dataset_filtered.csv\")\n", "\n", "# výpis informace o rozměrech datové sady (počet řádků, počet sloupců)\n", "print(f\"Rozměry datasetu: {df.shape}\")\n", "\n", "# oznámení, že následuje ukázka prvních řádků\n", "print(\"\\nPrvní řádky:\")\n", "\n", "# vrátí DataFrame s prvními 5 řádky; v notebooku se automaticky vykreslí\n", "df.head()" ] }, { "cell_type": "markdown", "id": "eef04369", "metadata": {}, "source": [ "## 2. Příprava dat" ] }, { "cell_type": "code", "execution_count": 4, "id": "7445bf87", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data preparation completed.\n", "\n", "RangeIndex: 247 entries, 0 to 246\n", "Data columns (total 28 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 id 247 non-null str \n", " 1 title 247 non-null str \n", " 2 duration 247 non-null int64 \n", " 3 mpa 49 non-null str \n", " 4 rating 243 non-null float64 \n", " 5 votes 243 non-null float64 \n", " 6 méta_score 23 non-null float64 \n", " 7 description 220 non-null str \n", " 8 movie_link 247 non-null str \n", " 9 writers 247 non-null str \n", " 10 directors 247 non-null str \n", " 11 stars 246 non-null str \n", " 12 budget 15 non-null str \n", " 13 opening_weekend_gross 22 non-null str \n", " 14 gross_worldwide 33 non-null str \n", " 15 gross_us_canada 23 non-null str \n", " 16 release_date 247 non-null datetime64[us, UTC]\n", " 17 countries_origin 247 non-null str \n", " 18 filming_locations 110 non-null str \n", " 19 production_companies 229 non-null str \n", " 20 awards_content 0 non-null float64 \n", " 21 genres 245 non-null str \n", " 22 languages 247 non-null str \n", " 23 year 247 non-null int32 \n", " 24 decade 247 non-null int32 \n", " 25 genres_list 247 non-null object \n", " 26 languages_list 247 non-null object \n", " 27 has_awards 247 non-null bool \n", "dtypes: bool(1), datetime64[us, UTC](1), float64(4), int32(2), int64(1), object(2), str(17)\n", "memory usage: 212.6+ KB\n" ] } ], "source": [ "# modul pro bezpečné vyhodnocení literálů (např. seznamů v řetězci)\n", "import ast\n", "\n", "# převod data vydání na datetime a vytvoření sloupců rok a desetiletí\n", "df[\"release_date\"] = pd.to_datetime(df[\"release_date\"], errors=\"coerce\")\n", "df[\"year\"] = df[\"release_date\"].dt.year\n", "# operátor // dává celé číslo jako výsledek\n", "df[\"decade\"] = (df[\"year\"] // 10) * 10\n", "\n", "\n", "# funkce pro bezpečný převod textových seznamů na seznam v Pythonu\n", "def safe_parse_list(x):\n", " # prázdné nebo neplatné hodnoty → prázdný seznam\n", " if pd.isna(x) or x == \"\" or x == \"['None']\":\n", " return []\n", " try:\n", " return ast.literal_eval(x) # bezpečné vyhodnocení literálu\n", " except (SyntaxError, ValueError, TypeError):\n", " return [] # při chybě vrátí prázdný seznam\n", "\n", "\n", "# aplikace funkce na sloupce s uloženými seznamy\n", "df[\"genres_list\"] = df[\"genres\"].apply(safe_parse_list)\n", "df[\"languages_list\"] = df[\"languages\"].apply(safe_parse_list)\n", "\n", "# binární sloupec indikující, zda jsou k filmu přiřazena ocenění\n", "df[\"has_awards\"] = df[\"awards_content\"].notna()\n", "\n", "print(\"Data preparation completed.\")\n", "# výpis základních informací o DataFrame\n", "df.info()" ] }, { "cell_type": "code", "execution_count": 5, "id": "c32286d3", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
durationratingvotesméta_scoreawards_contentyeardecade
count247.000000243.000000243.00000023.0000000.0247.000000247.000000
mean88.7732796.9275727375.76131764.521739NaN1967.2672061962.510121
std26.1736930.81190847984.94355510.659480NaN23.45557723.688676
min0.0000003.5000009.00000046.000000NaN1920.0000001920.000000
25%82.0000006.700000129.00000055.500000NaN1949.0000001940.000000
50%91.0000007.100000478.00000068.000000NaN1967.0000001960.000000
75%99.5000007.4000001700.00000072.000000NaN1982.5000001980.000000
max169.0000008.300000591000.00000084.000000NaN2024.0000002020.000000
\n", "
" ], "text/plain": [ " duration rating votes méta_score awards_content \\\n", "count 247.000000 243.000000 243.000000 23.000000 0.0 \n", "mean 88.773279 6.927572 7375.761317 64.521739 NaN \n", "std 26.173693 0.811908 47984.943555 10.659480 NaN \n", "min 0.000000 3.500000 9.000000 46.000000 NaN \n", "25% 82.000000 6.700000 129.000000 55.500000 NaN \n", "50% 91.000000 7.100000 478.000000 68.000000 NaN \n", "75% 99.500000 7.400000 1700.000000 72.000000 NaN \n", "max 169.000000 8.300000 591000.000000 84.000000 NaN \n", "\n", " year decade \n", "count 247.000000 247.000000 \n", "mean 1967.267206 1962.510121 \n", "std 23.455577 23.688676 \n", "min 1920.000000 1920.000000 \n", "25% 1949.000000 1940.000000 \n", "50% 1967.000000 1960.000000 \n", "75% 1982.500000 1980.000000 \n", "max 2024.000000 2020.000000 " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# základní statistický souhrn číselných sloupců v DataFrame\n", "df.describe()" ] }, { "cell_type": "markdown", "id": "641c215e", "metadata": {}, "source": [ "## 3. Vizualizace" ] }, { "cell_type": "markdown", "id": "ffbdd578", "metadata": {}, "source": [ "### 3.1 Spojnicový graf - filmy v datasetu v průběhu let" ] }, { "cell_type": "code", "execution_count": 6, "id": "edb5f424", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "rok=%{x}
počet filmů=%{y}", "legendgroup": "", "line": { "color": "#e63946", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines+markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "gAcAAIEHAACCBwAAgwcAAIQHAACFBwAAhgcAAIkHAACKBwAAiwcAAIwHAACQBwAAkQcAAJIHAACTBwAAlAcAAJUHAACWBwAAlwcAAJgHAACZBwAAmgcAAJsHAACcBwAAnQcAAJ8HAACgBwAAoQcAAKIHAACjBwAApAcAAKUHAACmBwAApwcAAKgHAACqBwAAqwcAAKwHAACtBwAArgcAAK8HAACwBwAAsQcAALIHAACzBwAAtAcAALUHAAC2BwAAtwcAALgHAAC5BwAAugcAALsHAAC8BwAAvQcAAL4HAAC/BwAAwAcAAMEHAADCBwAAwwcAAMUHAADGBwAAxwcAAMgHAADJBwAAygcAAMsHAADMBwAAzQcAAM8HAADQBwAA0QcAANMHAADUBwAA1QcAANYHAADXBwAA2AcAANkHAADbBwAA3gcAAOAHAADjBwAA5AcAAOYHAADoBwAA", "dtype": "i4" }, "xaxis": "x", "y": { "bdata": "AQMCAQEBAQMDAgEDAgMGCAEBAgEBAgYBCAEDAQIFAQMDAwcDBgYECgYKBQcCAQIBAwUEBwQBAgMHAQMCAgIEAgIDAgEBAwIBBAEBAQEDAQECAgEBAQIC", "dtype": "i1" }, "yaxis": "y" } ], "layout": { "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Počet filmů v datasetu v průběhu let" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "rok" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "počet filmů" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# seskupení filmů podle roku a výpočet počtu filmů v každém roce\n", "films_per_year = df.groupby(\"year\").size().reset_index(name=\"count\")\n", "\n", "# vytvoření čárového grafu s počtem filmů v průbšhu času\n", "fig = px.line(\n", " films_per_year, # data pro graf\n", " x=\"year\", # osa x – rok\n", " y=\"count\", # osa y – počet filmů\n", " title=\"Počet filmů v datasetu v průběhu let\",\n", " labels={\"year\": \"rok\", \"count\": \"počet filmů\"}, # popisky os\n", " markers=True, # vykreslit na čáře body\n", ")\n", "\n", "# nastavení barvy čáry\n", "fig.update_traces(line_color=\"#e63946\")\n", "\n", "# zobrazení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "05c29b65", "metadata": {}, "source": [ "### 3.2 Přehled s více dílčími grafy - počet filmů, průměrné hodnocení, průměrná délka\n", "- s využitím Plotly Graph Objects (tedy nikoliv Plotly Express): nezbytné kvůli `make_subplots` a `fig.add_trace()`\n", "- bylo by možné částečně použít i Plotly Express, ale ne pro funkce výše" ] }, { "cell_type": "code", "execution_count": 7, "id": "14e7f590", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "line": { "color": "royalblue" }, "mode": "lines+markers", "name": "počet filmů", "type": "scatter", "x": { "bdata": "gAcAAIEHAACCBwAAgwcAAIQHAACFBwAAhgcAAIkHAACKBwAAiwcAAIwHAACQBwAAkQcAAJIHAACTBwAAlAcAAJUHAACWBwAAlwcAAJgHAACZBwAAmgcAAJsHAACcBwAAnQcAAJ8HAACgBwAAoQcAAKIHAACjBwAApAcAAKUHAACmBwAApwcAAKgHAACqBwAAqwcAAKwHAACtBwAArgcAAK8HAACwBwAAsQcAALIHAACzBwAAtAcAALUHAAC2BwAAtwcAALgHAAC5BwAAugcAALsHAAC8BwAAvQcAAL4HAAC/BwAAwAcAAMEHAADCBwAAwwcAAMUHAADGBwAAxwcAAMgHAADJBwAAygcAAMsHAADMBwAAzQcAAM8HAADQBwAA0QcAANMHAADUBwAA1QcAANYHAADXBwAA2AcAANkHAADbBwAA3gcAAOAHAADjBwAA5AcAAOYHAADoBwAA", "dtype": "i4" }, "xaxis": "x", "y": { "bdata": "AQMCAQEBAQMDAgEDAgMGCAEBAgEBAgYBCAEDAQIFAQMDAwcDBgYECgYKBQcCAQIBAwUEBwQBAgMHAQMCAgIEAgIDAgEBAwIBBAEBAQEDAQECAgEBAQIC", "dtype": "i1" }, "yaxis": "y" }, { "line": { "color": "crimson" }, "mode": "lines+markers", "name": "průměrné hodnocení", "type": "scatter", "x": { "bdata": "gAcAAIEHAACCBwAAgwcAAIQHAACFBwAAhgcAAIkHAACKBwAAiwcAAIwHAACQBwAAkQcAAJIHAACTBwAAlAcAAJUHAACWBwAAlwcAAJgHAACZBwAAmgcAAJsHAACcBwAAnQcAAJ8HAACgBwAAoQcAAKIHAACjBwAApAcAAKUHAACmBwAApwcAAKgHAACqBwAAqwcAAKwHAACtBwAArgcAAK8HAACwBwAAsQcAALIHAACzBwAAtAcAALUHAAC2BwAAtwcAALgHAAC5BwAAugcAALsHAAC8BwAAvQcAAL4HAAC/BwAAwAcAAMEHAADCBwAAwwcAAMUHAADGBwAAxwcAAMgHAADJBwAAygcAAMsHAADMBwAAzQcAAM8HAADQBwAA0QcAANMHAADUBwAA1QcAANYHAADXBwAA2AcAANkHAADbBwAA3gcAAOAHAADjBwAA5AcAAOYHAADoBwAA", "dtype": "i4" }, "xaxis": "x2", "y": { "bdata": "MzMzMzMzEUBmZmZmZmYaQDMzMzMzMxlAMzMzMzMzGUDNzMzMzMwWQAAAAAAAAPh/AAAAAAAAFkAzMzMzMzMcQM3MzMzMzBpAzczMzMzMG0AzMzMzMzMRQN3d3d3d3RlAmpmZmZmZG0CrqqqqqqocQJmZmZmZmRxAMzMzMzPzG0BmZmZmZmYeQJqZmZmZmRtAmpmZmZmZHEAzMzMzMzMdQJqZmZmZmR1AzMzMzMzMGkB4d3d3d3caQGZmZmZmZh5AmpmZmZnZGkAzMzMzMzMdQIiIiIiIiBhAMzMzMzMzHUAAAAAAAAAXQBWuR+F6FBxAMzMzMzMzG0Dv7u7u7u4cQFVVVVVVVR1AvLu7u7u7G0BJkiRJkiQdQLy7u7u7uxtAMzMzMzMzHUBnZmZmZmYcQJqZmZmZGRxA9ihcj8L1HECIiIiIiIgdQLgehetRuBxA61G4HoXrG0AAAAAAAAAcQJqZmZmZmR1AMzMzMzMzHUCamZmZmZkeQDMzMzMzMxlAeHd3d3d3GUBdj8L1KFwdQAAAAAAAgBxAfcVXfMVXHECamZmZmRkbQJqZmZmZmR1AzczMzMzMGUDd3d3d3d0XQPmKr/iKrxxAAAAAAAAAHEB4d3d3d3cdQDMzMzMzMxdAMzMzMzMzHEA0MzMzMzMbQM3MzMzMzBxAmpmZmZmZGECamZmZmZkdQN7d3d3d3RNAAAAAAAAAGkCamZmZmZkdQM3MzMzMzBpAzczMzMzMHEDMzMzMzMweQGZmZmZmZh5AZmZmZmbmGkAAAAAAAAAeQAAAAAAAABxAZmZmZmZmHECamZmZmZkXQM3MzMzMzBpAzczMzMzMGkCamZmZmZkZQGZmZmZmZhpAAAAAAAAAHkDNzMzMzMwcQJqZmZmZmR1AMzMzMzMzHUDNzMzMzMwWQDMzMzMzMx9A", "dtype": "f8" }, "yaxis": "y2" }, { "line": { "color": "green" }, "mode": "lines+markers", "name": "průměrná délka", "type": "scatter", "x": { "bdata": "gAcAAIEHAACCBwAAgwcAAIQHAACFBwAAhgcAAIkHAACKBwAAiwcAAIwHAACQBwAAkQcAAJIHAACTBwAAlAcAAJUHAACWBwAAlwcAAJgHAACZBwAAmgcAAJsHAACcBwAAnQcAAJ8HAACgBwAAoQcAAKIHAACjBwAApAcAAKUHAACmBwAApwcAAKgHAACqBwAAqwcAAKwHAACtBwAArgcAAK8HAACwBwAAsQcAALIHAACzBwAAtAcAALUHAAC2BwAAtwcAALgHAAC5BwAAugcAALsHAAC8BwAAvQcAAL4HAAC/BwAAwAcAAMEHAADCBwAAwwcAAMUHAADGBwAAxwcAAMgHAADJBwAAygcAAMsHAADMBwAAzQcAAM8HAADQBwAA0QcAANMHAADUBwAA1QcAANYHAADXBwAA2AcAANkHAADbBwAA3gcAAOAHAADjBwAA5AcAAOYHAADoBwAA", "dtype": "i4" }, "xaxis": "x3", "y": { "bdata": "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", "dtype": "f8" }, "yaxis": "y3" } ], "layout": { "annotations": [ { "font": { "size": 16 }, "showarrow": false, "text": "počet filmů", "x": 0.5, "xanchor": "center", "xref": "paper", "y": 1, "yanchor": "bottom", "yref": "paper" }, { "font": { "size": 16 }, "showarrow": false, "text": "průměrné hodnocení", "x": 0.5, "xanchor": "center", "xref": "paper", "y": 0.6333333333333333, "yanchor": "bottom", "yref": "paper" }, { "font": { "size": 16 }, "showarrow": false, "text": "průměrná délka", "x": 0.5, "xanchor": "center", "xref": "paper", "y": 0.26666666666666666, "yanchor": "bottom", "yref": "paper" } ], "height": 900, "showlegend": false, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Filmy v datasetu podle let" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ] }, "xaxis2": { "anchor": "y2", "domain": [ 0, 1 ] }, "xaxis3": { "anchor": "y3", "domain": [ 0, 1 ], "title": { "text": "rok" } }, "yaxis": { "anchor": "x", "domain": [ 0.7333333333333334, 1 ], "title": { "text": "počet" } }, "yaxis2": { "anchor": "x2", "domain": [ 0.3666666666666667, 0.6333333333333333 ], "title": { "text": "hodnocení" } }, "yaxis3": { "anchor": "x3", "domain": [ 0, 0.26666666666666666 ], "title": { "text": "min" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# příprava souhrnných dat podle roku\n", "films_per_year = df.groupby(\"year\").size() # počet filmů v každém roce\n", "avg_rating_per_year = df.groupby(\"year\")[\n", " \"rating\"\n", "].mean() # průměrné hodnocení v každém roce\n", "avg_duration_per_year = df.groupby(\"year\")[\n", " \"duration\"\n", "].mean() # průměrná délka filmu v minutách\n", "\n", "# vytvoření grafu se 3 dílčími vertikálními podgrafy\n", "fig = make_subplots(\n", " rows=3,\n", " cols=1,\n", " subplot_titles=(\n", " \"počet filmů\",\n", " \"průměrné hodnocení\",\n", " \"průměrná délka\",\n", " ),\n", " vertical_spacing=0.1,\n", ")\n", "\n", "# první podgraf – počet filmů\n", "fig.add_trace(\n", " go.Scatter(\n", " x=films_per_year.index, # roky na ose x\n", " y=films_per_year.values, # počet na ose y\n", " mode=\"lines+markers\",\n", " name=\"počet filmů\",\n", " line=dict(color=\"royalblue\"),\n", " ),\n", " row=1,\n", " col=1,\n", ")\n", "\n", "# druhý podgraf – průměrné hodnocení\n", "fig.add_trace(\n", " go.Scatter(\n", " x=avg_rating_per_year.index,\n", " y=avg_rating_per_year.values,\n", " mode=\"lines+markers\",\n", " name=\"průměrné hodnocení\",\n", " line=dict(color=\"crimson\"),\n", " ),\n", " row=2,\n", " col=1,\n", ")\n", "\n", "# třetí podgraf – průměrná délka filmu\n", "fig.add_trace(\n", " go.Scatter(\n", " x=avg_duration_per_year.index,\n", " y=avg_duration_per_year.values,\n", " mode=\"lines+markers\",\n", " name=\"průměrná délka\",\n", " line=dict(color=\"green\"),\n", " ),\n", " row=3,\n", " col=1,\n", ")\n", "\n", "# úprava rozvržení a popisků os\n", "fig.update_layout(\n", " height=900,\n", " title_text=\"Filmy v datasetu podle let\",\n", " showlegend=False,\n", ")\n", "fig.update_xaxes(\n", " title_text=\"rok\", row=3, col=1\n", ") # osa x viditelná jenom v posledním podgrafu\n", "fig.update_yaxes(title_text=\"počet\", row=1, col=1) # osa y pro první podgraf\n", "fig.update_yaxes(title_text=\"hodnocení\", row=2, col=1) # osa y pro druhý podgraf\n", "fig.update_yaxes(title_text=\"min\", row=3, col=1) # osa y pro třetí podgraf\n", "\n", "# zobrazení kompletního grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "54d1db49", "metadata": {}, "source": [ "### 3.3 Histogram - rozložení hodnocení" ] }, { "cell_type": "code", "execution_count": 8, "id": "2b0fbb6a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "21" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# funkce pro výpočet vhodného počtu intervalů (bins) podle pravidla Freedman‑Diaconis\n", "def freedman_diaconis_bins(data):\n", " \"\"\"Vrací počet intervalů pro histogram (rozsah pro počet intervalů: 10–50).\"\"\"\n", " # interkvartilové rozpětí (IQR) = Q3 – Q1\n", " q75, q25 = np.percentile(data, [75, 25])\n", " iqr = q75 - q25\n", "\n", " # šířka intervalu = 2 * IQR / n^(1/3)\n", " # len(data) ** (1/3) je třetí odmocnina počtu pozorování\n", " bin_width = 2 * iqr / (len(data) ** (1 / 3))\n", "\n", " # počet intervalů = rozsah dat / šířka intervalu\n", " nbins = int((data.max() - data.min()) / bin_width)\n", "\n", " # omezení výsledku v rozsahu (min 10, max 50)\n", " return max(10, min(nbins, 50))\n", "\n", "\n", "# počet binů pro sloupec rating (ignorujeme chybějící hodnoty)\n", "nbins = freedman_diaconis_bins(df[\"rating\"].dropna())\n", "\n", "# výpis počtu binů\n", "nbins" ] }, { "cell_type": "code", "execution_count": 23, "id": "6e148fdb", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "bingroup": "x", "hovertemplate": "hodnocení IMDb=%{x}
count=%{y}", "legendgroup": "", "marker": { "color": "indianred", "pattern": { "shape": "" } }, "name": "", "nbinsx": 40, "orientation": "v", "showlegend": false, "type": "histogram", "x": { "bdata": "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", "dtype": "f8" }, "xaxis": "x", "yaxis": "y" } ], "layout": { "annotations": [ { "showarrow": false, "text": "průměr: 6.93", "x": 6.927572016460906, "xanchor": "left", "xref": "x", "y": 1, "yanchor": "top", "yref": "y domain" } ], "barmode": "relative", "legend": { "tracegroupgap": 0 }, "shapes": [ { "line": { "color": "green", "dash": "dash" }, "type": "line", "x0": 6.927572016460906, "x1": 6.927572016460906, "xref": "x", "y0": 0, "y1": 1, "yref": "y domain" } ], "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Rozložení hodnocení filmů" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "hodnocení IMDb" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "počet filmů" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# histogram rozložení hodnocení filmů (IMDb)\n", "fig = px.histogram(\n", " df.dropna(subset=[\"rating\"]), # odfiltrujeme řádky s chybějící hodnotou hodnocení\n", " x=\"rating\", # data pro osu x – hodnocení\n", " nbins=40, # počet intervalů v histogramu (může být i výsledek freedman_diaconis_bins)\n", " title=\"Rozložení hodnocení filmů\",\n", " labels={\"rating\": \"hodnocení IMDb\"}, # popisek osy x\n", " color_discrete_sequence=[\"indianred\"], # barva sloupců\n", ")\n", "\n", "# popisek osy y\n", "fig.update_yaxes(title_text=\"počet filmů\")\n", "\n", "# přidání vertikální čáry - průměrné hodnocení\n", "fig.add_vline(\n", " x=df[\"rating\"].mean(), # osa x – rozložení hodnocení\n", " line_dash=\"dash\", # styl čáry – čárkovaná\n", " line_color=\"green\", # barva čáry\n", " annotation_text=f\"průměr: {df['rating'].mean():.2f}\", # text nad čárou\n", ")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "9236cdbd", "metadata": {}, "source": [ "### 3.4 Bodový graf - hodnocení vs. počet hlasů" ] }, { "cell_type": "markdown", "id": "9c29bf32", "metadata": {}, "source": [ "- Vzhledem ke kritériím výberu mezi českými filmy skončily i některé mezinárodní blockbustery, které byly natočené na úžemí ČR a v nichž zazní čeština.\n", "\n", "- Osa x je logaritmická a velikost bodů je pro lepší čitelnost grafu škálovaná." ] }, { "cell_type": "code", "execution_count": 10, "id": "2daba7eb", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "customdata": [ [ "Zlaté kapradí", 1963 ], [ "Svejk na fronte", 1926 ], [ "Predtucha", 1947 ], [ "Humoreska", 1949 ], [ "Summer with a Cowboy", 1976 ], [ "Happy End", 1968 ], [ "Otrávené svetlo", 1921 ], [ "C. a k. polní marsálek", 1930 ], [ "Long Live Ghosts!", 1977 ], [ "Witchhammer", 1970 ], [ "Uncle Cyril", 1989 ], [ "The Inheritance or Fuckoffguysgoodday", 1992 ], [ "I Killed Einstein, Gentlemen", 1970 ], [ "Dobrý voják Svejk", 1957 ], [ "I Dutifully Report", 1958 ], [ "Hostinec U kamenného stolu", 1949 ], [ "We'll Kick Up a Fuss Tomorrow, Darling...", 1976 ], [ "The Boxer and Death", 1963 ], [ "Oznamuje se láskám vasim", 1989 ], [ "The Merry Wives", 1940 ], [ "Accumulator 1", 1994 ], [ "Romeo, Julie a tma", 1960 ], [ "Sklenený dum", 1982 ], [ "Cosy Dens", 1999 ], [ "Pricházejí z tmy", 1954 ], [ "The Sorcerer's Apprentice", 1978 ], [ "The Inspector General", 1937 ], [ "Král Sumavy", 1959 ], [ "Jako zajíci", 1982 ], [ "Babí léto", 2001 ], [ "Oil Lamps", 1975 ], [ "The Pied Piper", 1986 ], [ "Valerie and Her Week of Wonders", 1970 ], [ "The Murderer Hides His Face", 1966 ], [ "Ecstasy", 1936 ], [ "The Stress of Youth", 1962 ], [ "Ze soboty na nedeli", 1931 ], [ "The Joke", 1969 ], [ "The Arrival from the Darkness", 1921 ], [ "Morgiana", 1983 ], [ "Toys in the Attic", 2009 ], [ "Little Otik", 2001 ], [ "Higher Principle", 1960 ], [ "Slunce, seno, jahody", 1984 ], [ "You Are a Widow, Sir!", 1971 ], [ "The Watermill Princess", 1994 ], [ "Mandragora", 1997 ], [ "Cuckoo in a Dark Forest", 1985 ], [ "The Girl on a Broomstick", 1972 ], [ "Chained Heat 2", 1993 ], [ "Men Without Wings", 1946 ], [ "Prague Nights", 1969 ], [ "One Life", 2024 ], [ "Dedeckem proti své vuli", 1939 ], [ "Fantastic Planet", 1973 ], [ "Stastnou cestu", 1943 ], [ "Expulsion from Paradise", 2001 ], [ "Cekání na dést", 1978 ], [ "I Enjoy the World with You", 1983 ], [ "The Last Butterfly", 1991 ], [ "The Ninth Heart", 1979 ], [ "Capricious Summer", 1968 ], [ "Ukradená vzducholod", 1967 ], [ "Ferat Vampire", 1982 ], [ "Kdyby tisíc klarinetu", 1965 ], [ "Conspirators of Pleasure", 1997 ], [ "Robinsonka", 1974 ], [ "Anthropoid", 2016 ], [ "Run, Waiter, Run!", 1983 ], [ "Senkýrka u divoké krásy", 1932 ], [ "Protector", 2011 ], [ "Loves of a Blonde", 1966 ], [ "Telo bez duse", 1996 ], [ "The Mysterious Castle in the Carpathians", 1983 ], [ "Jan Hus", 1955 ], [ "White Paradise", 1924 ], [ "Filosofská historie", 1938 ], [ "Fruit of Paradise", 1970 ], [ "Marketa Lazarová", 1967 ], [ "Haskovy povidky ze stareho mocnarstvi", 1952 ], [ "Jan Rohác z Dubé", 1947 ], [ "Erotikon", 1929 ], [ "Trhák", 1981 ], [ "The Elementary School", 1993 ], [ "The Valley of the Bees", 1968 ], [ "Tonka Sibenice", 1931 ], [ "Nudity", 1990 ], [ "Hrátky s certem", 1957 ], [ "Babicka", 1940 ], [ "Closely Watched Trains", 1966 ], [ "Cutting it Short", 1983 ], [ "Tri kamarádi", 1947 ], [ "The Fabulous Baron Munchausen", 1962 ], [ "A Midsummer Night's Dream", 1959 ], [ "Adela Has Not Had Supper Yet", 1978 ], [ "Rozina, the Love Child", 1949 ], [ "Muj brácha má prima bráchu", 1975 ], [ "Starci na chmelu", 1964 ], [ "Hostel", 2006 ], [ "Invention for Destruction", 1958 ], [ "The Ear", 1990 ], [ "Larks on a String", 1990 ], [ "Jak se budí princezny", 1978 ], [ "Divided We Fall", 2000 ], [ "Bláznova kronika", 1964 ], [ "The Little Mermaid", 1976 ], [ "Krakatit", 1951 ], [ "The Proud Princess", 1952 ], [ "Dark Blue World", 2001 ], [ "At' zije Republika", 1965 ], [ "A Treasure on Bird Island", 1955 ], [ "Hríchy lásky", 1929 ], [ "'Ctyri vrazdy stací, drahousku'", 1971 ], [ "Lemonade Joe", 1967 ], [ "The Firemen's Ball", 1968 ], [ "Divoch", 1936 ], [ "Proti vsem", 1957 ], [ "Cesta do hlubin studákovy duse", 1939 ], [ "Wolf's Hole", 1987 ], [ "My Sweet Little Village", 1987 ], [ "Borders of Love", 2022 ], [ "The Assassination", 1965 ], [ "Howling II: ... Your Sister Is a Werewolf", 1986 ], [ "All My Loved Ones", 1999 ], [ "Setkání v cervenci", 1978 ], [ "Nemá barikáda", 1949 ], [ "Beloved", 2011 ], [ "Audition", 1968 ], [ "Ohnivé léto", 1939 ], [ "The End of Agent W4C", 1967 ], [ "Slunce, seno, erotika", 1991 ], [ "Three Wishes for Cinderella", 1973 ], [ "Snowpiercer", 2014 ], [ "Shadows of a Hot Summer", 1978 ], [ "Svatý Václav", 1930 ], [ "Únos bankére Fuxe", 1923 ], [ "How About a Plate of Spinach?", 1977 ], [ "Visitors from the Arkana Galaxy", 1981 ], [ "Kocicí princ", 1979 ], [ "Smrt si ríká Engelchen", 1963 ], [ "Kulový blesk", 1979 ], [ "Pacientka Dr. Hegla", 1940 ], [ "Something Different", 1963 ], [ "Jan Zizka", 1956 ], [ "All My Good Countrymen", 1985 ], [ "Na samote u lesa", 1976 ], [ "Melchiad Koloman", 1920 ], [ "Prace", 1960 ], [ "Alice", 1990 ], [ "Zelary", 2003 ], [ "Workers, Let's Go", 1938 ], [ "Beauty and the Beast", 1983 ], [ "Mrtvý mezi zivými", 1947 ], [ "When the Cat Comes", 1963 ], [ "Adelheid", 1970 ], [ "The Man from the First Century", 1962 ], [ "Nezbedný bakalár", 1946 ], [ "There Was Once a King...", 1955 ], [ "Medieval", 2022 ], [ "Skeleton on Horseback", 1940 ], [ "Fantom Morrisvillu", 1966 ], [ "Life Is Beautiful", 1940 ], [ "Roztomilý clovek", 1941 ], [ "La création du monde", 1958 ], [ "The Unfortunate Bridegroom", 1967 ], [ "Intimate Lighting", 1969 ], [ "The Secret of Steel City", 1979 ], [ "Darbuján a Pandrhola", 1960 ], [ "Lunacy", 2005 ], [ "Vrazda ing. Certa", 1970 ], [ "Pearls of the Deep", 1966 ], [ "Cesta hlubokým lesem", 1964 ], [ "Voyage to the End of the Universe", 1964 ], [ "Old Czech Legends", 1953 ], [ "Kluk za dve petky", 1983 ], [ "The Emperor and the Golem", 1955 ], [ "Akce B", 1952 ], [ "Black Peter", 1964 ], [ "Eva tropí hlouposti", 2014 ], [ "Baron Munchhausen", 1940 ], [ "The Painted Bird", 2020 ], [ "Beauty in Trouble", 2008 ], [ "Marecek, Pass Me the Pen!", 1976 ], [ "Daisies", 1966 ], [ "Poslední mohykán", 1948 ], [ "Spider-Man: Far from Home", 2019 ], [ "The Princess with the Golden Star", 1959 ], [ "Tomorrow I'll Wake Up and Scald Myself with Tea", 1977 ], [ "Pohádka máje", 1940 ], [ "Diamonds of the Night", 1968 ], [ "The Emperor's Nightingale", 1949 ], [ "Ohlédnutí", 1969 ], [ "Velbloud uchem jehly", 1939 ], [ "The Devil's Trap", 1964 ], [ "Slnko v sieti", 1963 ], [ "The White Dove", 1960 ], [ "Hra o jablko", 1978 ], [ "The Insanely Sad Princess", 1968 ], [ "Divá Bára", 1949 ], [ "I Served the King of England", 2007 ], [ "Nahota na prodej", 1993 ], [ "Nikdo nic nevi", 1947 ], [ "Ceský sen", 2007 ], [ "Velké trápení", 1975 ], [ "Requiem for a Maiden", 1992 ], [ "The Cremator", 1969 ], [ "Love Between the Raindrops", 1980 ], [ "Hostel: Part II", 2007 ], [ "Rodinné trampoty oficiála Trísky", 1949 ], [ "The False Prince", 1965 ], [ "Dívka v modrém", 1940 ], [ "Prstýnek", 1945 ], [ "Who Wants to Kill Jessie?", 1966 ], [ "Velká samota", 1960 ], [ "Hudba z Marsu", 1955 ], [ "On the Comet", 1970 ], [ "The Czech Year", 1947 ], [ "A Report on the Party and Guests", 1966 ], [ "Up and Down", 2004 ], [ "Laterna magika II", 1960 ], [ "U pokladny stál...", 1939 ], [ "Day for My Love", 1977 ], [ "U peti veverek", 1944 ], [ "Christian", 1939 ], [ "Distant Journey", 1949 ], [ "Faust", 1995 ], [ "A Journey to the Beginning of Time", 1966 ], [ "Cikáni", 1922 ], [ "Kolya", 1997 ], [ "Duvod k rozvodu", 1942 ], [ "Ctrnáctý u stolu", 1943 ], [ "Skola základ zivota", 1938 ], [ "Waves", 2024 ], [ "Give the Devil His Due", 1985 ], [ "Tri muzi ve snehu", 1936 ], [ "Spring Waters", 1968 ], [ "Virginity", 1937 ], [ "Dragon's Return", 1968 ], [ "The Good Soldier Schweik", 1954 ], [ "...and the Fifth Horseman Is Fear", 1968 ], [ "Takový je zivot", 1930 ], [ "A Pact with the Devil", 1967 ], [ "Carriage to Vienna", 1966 ] ], "hovertemplate": "počet hlasů=%{x}
hodnocení IMDb=%{marker.color}
size_adjusted=%{marker.size}
title=%{customdata[0]}
year=%{customdata[1]}", "legendgroup": "", "marker": { "color": { "bdata": "AAAAAAAAHEAAAAAAAAAWQDMzMzMzMxtAZmZmZmZmFkDNzMzMzMwaQDMzMzMzMx9AmpmZmZmZG0AzMzMzMzMbQGZmZmZmZh5AzczMzMzMHkDNzMzMzMwaQGZmZmZmZh5AMzMzMzMzG0CamZmZmZkdQJqZmZmZmR1AMzMzMzMzHUBmZmZmZmYcQM3MzMzMzB5AmpmZmZmZG0BmZmZmZmYcQAAAAAAAABxAAAAAAAAAHkBmZmZmZmYWQDMzMzMzMyBAZmZmZmZmEEAAAAAAAAAeQAAAAAAAABxAAAAAAAAAGkAAAAAAAAAaQJqZmZmZmR1AzczMzMzMHEAzMzMzMzMfQAAAAAAAABxAmpmZmZmZHUBmZmZmZmYaQGZmZmZmZhxAmpmZmZmZG0BmZmZmZmYcQDMzMzMzMxlAzczMzMzMHECamZmZmZkZQDMzMzMzMx1AmpmZmZmZIEAAAAAAAAAcQJqZmZmZmR1AAAAAAAAAGEBmZmZmZmYaQGZmZmZmZhpAMzMzMzMzHUAAAAAAAAAMQDMzMzMzMxlAzczMzMzMGkAAAAAAAAAeQJqZmZmZmRlAzczMzMzMHkCamZmZmZkdQGZmZmZmZhRAzczMzMzMGkBmZmZmZmYeQAAAAAAAABxAzczMzMzMGkCamZmZmZkbQDMzMzMzMx1AMzMzMzMzF0DNzMzMzMwcQDMzMzMzMx1AMzMzMzMzGUDNzMzMzMwcQJqZmZmZmR9AMzMzMzMzEUBmZmZmZmYcQAAAAAAAAB5AzczMzMzMGkDNzMzMzMwcQJqZmZmZmRtAzczMzMzMFkCamZmZmZkZQM3MzMzMzBpAmpmZmZmZH0AAAAAAAAAcQJqZmZmZmRlAZmZmZmZmHEAAAAAAAAAcQM3MzMzMzB5AzczMzMzMHkAAAAAAAAAcQJqZmZmZmRlAzczMzMzMHkCamZmZmZkbQGZmZmZmZh5AZmZmZmZmHkCamZmZmZkTQM3MzMzMzB5AZmZmZmZmHECamZmZmZkdQAAAAAAAABpAzczMzMzMGEBmZmZmZmYcQJqZmZmZmRdAAAAAAAAAHkDNzMzMzMweQDMzMzMzMx1AAAAAAAAAHEBmZmZmZmYeQM3MzMzMzBxAZmZmZmZmHEAzMzMzMzMdQGZmZmZmZh5AZmZmZmZmHEBmZmZmZmYeQJqZmZmZmRtAAAAAAAAAHECamZmZmZkdQJqZmZmZmR1AmpmZmZmZHUBmZmZmZmYWQGZmZmZmZhpAAAAAAAAAIEAzMzMzMzMZQDMzMzMzMx9AAAAAAAAAFkAAAAAAAAAeQGZmZmZmZg5AMzMzMzMzHUDNzMzMzMwaQDMzMzMzMxtAZmZmZmZmGEAAAAAAAAAaQGZmZmZmZhhAAAAAAAAAHEAzMzMzMzMVQGZmZmZmZh5AZmZmZmZmHECamZmZmZkdQJqZmZmZmRlAMzMzMzMzGUAAAAAAAAAcQJqZmZmZmRdAMzMzMzMzGUBmZmZmZmYeQM3MzMzMzB5AzczMzMzMGECamZmZmZkbQDMzMzMzMxtAAAAAAAAAHkDNzMzMzMweQDMzMzMzMxFAmpmZmZmZG0CamZmZmZkdQAAAAAAAAB5AzczMzMzMHEAAAAAAAAAeQGZmZmZmZhxAzczMzMzMHEAzMzMzMzMdQAAAAAAAABhAZmZmZmZmHEAAAAAAAAAgQJqZmZmZmRdAAAAAAAAAHkDNzMzMzMwcQDMzMzMzMx1AZmZmZmZmHkBmZmZmZmYcQM3MzMzMzB5AzczMzMzMHECamZmZmZkZQAAAAAAAAB5AZmZmZmZmHEDNzMzMzMwaQAAAAAAAABpAmpmZmZmZG0CamZmZmZkbQDMzMzMzMx1AzczMzMzMFEAAAAAAAAAgQGZmZmZmZg5AAAAAAAAAHECamZmZmZkfQGZmZmZmZh5AMzMzMzMzHUDNzMzMzMwaQDMzMzMzMyBAzczMzMzMHEBmZmZmZmYeQJqZmZmZmR1AzczMzMzMHEBmZmZmZmYcQAAAAAAAABhAMzMzMzMzHUDNzMzMzMwaQJqZmZmZmRdAZmZmZmZmGkAAAAAAAAAeQJqZmZmZmR1AAAAAAAAAHkCamZmZmZkbQAAAAAAAAB5AAAAAAAAAHEAzMzMzMzMdQJqZmZmZmQ1AmpmZmZmZHUAzMzMzMzMdQM3MzMzMzBZAzczMzMzMHEAAAAAAAAAgQJqZmZmZmR1AAAAAAAAAFkAAAAAAAAAaQDMzMzMzMxdAMzMzMzMzHUCamZmZmZkdQM3MzMzMzBxAMzMzMzMzG0AzMzMzMzMVQDMzMzMzMxtAZmZmZmZmHEAAAAAAAAAcQAAAAAAAABxAAAAAAAAAGkAAAAAAAAAgQDMzMzMzMxtAMzMzMzMzHUAzMzMzMzMfQDMzMzMzMx1AmpmZmZmZHUBmZmZmZmYcQDMzMzMzMxlAzczMzMzMHkCamZmZmZkbQJqZmZmZmRtAmpmZmZmZH0AzMzMzMzMgQAAAAAAAACBAzczMzMzMHECamZmZmZkZQDMzMzMzMxtAZmZmZmZmHECamZmZmZkdQM3MzMzMzBxAmpmZmZmZG0AAAAAAAAAcQM3MzMzMzB5A", "dtype": "f8" }, "coloraxis": "coloraxis", "size": { "bdata": "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", "dtype": "f8" }, "sizemode": "area", "sizeref": 0.12720817138738555, "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "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", "dtype": "f8" }, "xaxis": "x", "y": { "bdata": "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", "dtype": "f8" }, "yaxis": "y" } ], "layout": { "coloraxis": { "colorbar": { "title": { "text": "hodnocení IMDb" } }, "colorscale": [ [ 0, "#440154" ], [ 0.1111111111111111, "#482878" ], [ 0.2222222222222222, "#3e4989" ], [ 0.3333333333333333, "#31688e" ], [ 0.4444444444444444, "#26828e" ], [ 0.5555555555555556, "#1f9e89" ], [ 0.6666666666666666, "#35b779" ], [ 0.7777777777777778, "#6ece58" ], [ 0.8888888888888888, "#b5de2b" ], [ 1, "#fde725" ] ] }, "height": 600, "hovermode": "closest", "legend": { "itemsizing": "constant", "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Hodnocení filmu vs. počet hlasů" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "počet hlasů" }, "type": "log" }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "hodnocení IMDb" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# přepočet počtu hlasů na menší číselnou škálu (přibližně čtvrtá odmocnina)\n", "df[\"size_adjusted\"] = df[\"votes\"].pow(0.4)\n", "\n", "# rozptylový graf – hodnocení vs. počet hlasů\n", "fig = px.scatter(\n", " df.dropna(subset=[\"rating\", \"votes\"]), # odfiltrujeme řádky s chybějícími hodnotami\n", " x=\"votes\", # osa x – počet hlasů\n", " y=\"rating\", # osa y – hodnocení IMDb\n", " title=\"Hodnocení filmu vs. počet hlasů\",\n", " labels={\"votes\": \"počet hlasů\", \"rating\": \"hodnocení IMDb\"},\n", " hover_data=[\"title\", \"year\"], # informace zobrazované při najetí\n", " color=\"rating\", # barva bodů podle hodnocení\n", " size=\"size_adjusted\", # velikost bodů podle přepočtených hlasů\n", " color_continuous_scale=\"Viridis\", # kontinuální barevná škála\n", " size_max=40, # maximální velikost bodu\n", ")\n", "\n", "# nastavení výšky grafu a režimu zobrazení informací při přejetí myši\n", "fig.update_layout(height=600, hovermode=\"closest\")\n", "\n", "# osa x je v logaritmickém měřítku (základ 10)\n", "fig.update_xaxes(type=\"log\")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "0945d512", "metadata": {}, "source": [ "### 3.5 Interaktivní bublinový graf - 50 filmů s nejvíce hlasy" ] }, { "cell_type": "code", "execution_count": 11, "id": "907fa446", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "customdata": { "bdata": "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", "dtype": "f8", "shape": "50, 2" }, "hovertemplate": "%{hovertext}

rok=%{x}
hodnocení IMDb=%{y:.1f}
votes=%{customdata[0]:,}
délka (min)=%{marker.color}", "hovertext": [ "Spider-Man: Far from Home", "Snowpiercer", "Hostel", "Hostel: Part II", "Anthropoid", "Fantastic Planet", "One Life", "Kolya", "Daisies", "Alice", "Closely Watched Trains", "Medieval", "The Firemen's Ball", "Three Wishes for Cinderella", "Valerie and Her Week of Wonders", "The Cremator", "Loves of a Blonde", "Howling II: ... Your Sister Is a Werewolf", "I Served the King of England", "The Painted Bird", "Little Otik", "Cosy Dens", "Marketa Lazarová", "Dark Blue World", "Divided We Fall", "My Sweet Little Village", "Faust", "Lunacy", "Conspirators of Pleasure", "Zelary", "The Ear", "The Elementary School", "The Fabulous Baron Munchausen", "Lemonade Joe", "Voyage to the End of the Universe", "Black Peter", "Witchhammer", "Diamonds of the Night", "Ecstasy", "Invention for Destruction", "Cutting it Short", "The Inheritance or Fuckoffguysgoodday", "A Journey to the Beginning of Time", "Beloved", "Run, Waiter, Run!", "Marecek, Pass Me the Pen!", "Ceský sen", "Larks on a String", "When the Cat Comes", "Adela Has Not Had Supper Yet" ], "legendgroup": "", "marker": { "color": { "bdata": "gQB+AF4AXgB4AEgAbQBvAEsAVgBcAH0ASQBYAE0AXwBYAFsAcQCpAIQAcwCiAHAAdQBiAGEAdgBVAJYAXgBkAFMAVABRAFUAawBDAFIAUwBdAHgAUwCFAFgAWwBaAF4AaABmAA==", "dtype": "i2" }, "coloraxis": "coloraxis", "size": { "bdata": "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", "dtype": "f8" }, "sizemode": "area", "sizeref": 164.16666666666666, "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "4wcAAN4HAADWBwAA1wcAAOAHAAC1BwAA6AcAAM0HAACuBwAAxgcAAK4HAADmBwAAsAcAALUHAACyBwAAsQcAAK4HAADCBwAA1wcAAOQHAADRBwAAzwcAAK8HAADRBwAA0AcAAMMHAADLBwAA1QcAAM0HAADTBwAAxgcAAMkHAACqBwAArwcAAKwHAACsBwAAsgcAALAHAACQBwAApgcAAL8HAADIBwAArgcAANsHAAC/BwAAuAcAANcHAADGBwAAqwcAALoHAAA=", "dtype": "i4" }, "xaxis": "x", "y": { "bdata": "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", "dtype": "f8" }, "yaxis": "y" } ], "layout": { "coloraxis": { "colorbar": { "title": { "text": "délka (min)" } }, "colorscale": [ [ 0, "rgb(49,54,149)" ], [ 0.1, "rgb(69,117,180)" ], [ 0.2, "rgb(116,173,209)" ], [ 0.3, "rgb(171,217,233)" ], [ 0.4, "rgb(224,243,248)" ], [ 0.5, "rgb(255,255,191)" ], [ 0.6, "rgb(254,224,144)" ], [ 0.7, "rgb(253,174,97)" ], [ 0.8, "rgb(244,109,67)" ], [ 0.9, "rgb(215,48,39)" ], [ 1, "rgb(165,0,38)" ] ] }, "legend": { "itemsizing": "constant", "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "50 filmů s nejvíce hlasy" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "rok" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "hodnocení IMDb" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vybereme řádky, v nichž jsou všechny potřebné hodnoty\n", "df_bubble = df.dropna(subset=[\"rating\", \"votes\", \"duration\", \"year\"])\n", "\n", "# omezíme dataframe na 50 filmů s nejvyšším počtem hlasů\n", "df_bubble = df_bubble.nlargest(50, \"votes\")\n", "\n", "# bublinový (rozptylový) graf – rok na ose x, hodnocení na ose y,\n", "# velikost bubliny podle počtu hlasů, barva podle délky filmu\n", "fig = px.scatter(\n", " df_bubble,\n", " x=\"year\", # osa x – rok vydání\n", " y=\"rating\", # osa y – hodnocení IMDb\n", " size=\"votes\", # velikost bubliny = počet hlasů\n", " color=\"duration\", # barva bubliny = délka filmu (minuty)\n", " hover_name=\"title\", # při najetí zobrazí název filmu\n", " hover_data={ # další info při přejetí myši\n", " \"year\": True,\n", " \"rating\": \":.1f\", # hodnocení na 1 desetinné místo\n", " \"votes\": \":,\", # hlasy s oddělovačem tisíců\n", " \"duration\": True,\n", " },\n", " title=\"50 filmů s nejvíce hlasy\",\n", " labels={ # popisky os a legendy\n", " \"year\": \"rok\",\n", " \"rating\": \"hodnocení IMDb\",\n", " \"duration\": \"délka (min)\",\n", " },\n", " color_continuous_scale=\"RdYlBu_r\", # obrácená barevná škála pro délku\n", " size_max=60, # maximální velikost bubliny\n", ")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "22c0d8cd", "metadata": {}, "source": [ "### 3.6 Krabicový graf - hodnocení v jednotlivých desetiletích" ] }, { "cell_type": "code", "execution_count": 12, "id": "07aadbc9", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1960", "marker": { "color": "#636efa" }, "name": "1960", "notched": false, "offsetgroup": "1960", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "qAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAAqAcAAKgHAACoBwAA", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "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", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1920", "marker": { "color": "#EF553B" }, "name": "1920", "notched": false, "offsetgroup": "1920", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "gAcAAIAHAACABwAAgAcAAIAHAACABwAAgAcAAIAHAACABwAA", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "AAAAAAAAFkCamZmZmZkbQDMzMzMzMxlAzczMzMzMFkBmZmZmZmYcQAAAAAAAABxAMzMzMzMzGUAzMzMzMzMRQDMzMzMzMxlA", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1940", "marker": { "color": "#00cc96" }, "name": "1940", "notched": false, "offsetgroup": "1940", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "lAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAJQHAACUBwAAlAcAAA==", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "MzMzMzMzG0BmZmZmZmYWQDMzMzMzMx1AZmZmZmZmHEAzMzMzMzMZQJqZmZmZmR1AmpmZmZmZGUCamZmZmZkbQJqZmZmZmRNAAAAAAAAAGkAzMzMzMzMbQM3MzMzMzBhAZmZmZmZmHEBmZmZmZmYcQAAAAAAAAB5AMzMzMzMzHUBmZmZmZmYeQGZmZmZmZh5AZmZmZmZmHkAAAAAAAAAYQM3MzMzMzBpAAAAAAAAAHECamZmZmZkdQAAAAAAAABpAMzMzMzMzHUCamZmZmZkdQGZmZmZmZhxAMzMzMzMzHUAzMzMzMzMdQJqZmZmZmRtAmpmZmZmZG0A=", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1970", "marker": { "color": "#ab63fa" }, "name": "1970", "notched": false, "offsetgroup": "1970", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "sgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAAsgcAALIHAACyBwAA", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "zczMzMzMGkBmZmZmZmYeQM3MzMzMzB5AMzMzMzMzG0BmZmZmZmYcQAAAAAAAAB5AzczMzMzMHEAAAAAAAAAcQJqZmZmZmR1AMzMzMzMzHUDNzMzMzMweQM3MzMzMzBpAzczMzMzMGkAzMzMzMzMZQM3MzMzMzBpAmpmZmZmZHUDNzMzMzMwYQAAAAAAAABxAZmZmZmZmHECamZmZmZkdQM3MzMzMzBpAZmZmZmZmHkCamZmZmZkdQAAAAAAAABxAMzMzMzMzGUDNzMzMzMweQM3MzMzMzB5AMzMzMzMzHUCamZmZmZkZQM3MzMzMzBpAMzMzMzMzIEBmZmZmZmYcQJqZmZmZmRtAzczMzMzMFkAzMzMzMzMbQDMzMzMzMxtA", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1930", "marker": { "color": "#FFA15A" }, "name": "1930", "notched": false, "offsetgroup": "1930", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "igcAAIoHAACKBwAAigcAAIoHAACKBwAAigcAAIoHAACKBwAAigcAAIoHAACKBwAAigcAAIoHAACKBwAAigcAAIoHAACKBwAAigcAAIoHAAA=", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "MzMzMzMzG0AAAAAAAAAcQGZmZmZmZhpAmpmZmZmZG0CamZmZmZkZQDMzMzMzMxFAmpmZmZmZGUAAAAAAAAAcQGZmZmZmZhZAAAAAAAAAIEBmZmZmZmYYQJqZmZmZmRlAzczMzMzMHEBmZmZmZmYaQAAAAAAAACBAMzMzMzMzH0CamZmZmZkfQM3MzMzMzBxAMzMzMzMzG0CamZmZmZkbQA==", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1980", "marker": { "color": "#19d3f3" }, "name": "1980", "notched": false, "offsetgroup": "1980", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "vAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAC8BwAAvAcAALwHAAA=", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "zczMzMzMGkCamZmZmZkbQGZmZmZmZhZAAAAAAAAAGkAzMzMzMzMfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYaQGZmZmZmZh5AMzMzMzMzF0CamZmZmZkfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYeQDMzMzMzMxlAMzMzMzMzH0BmZmZmZmYOQJqZmZmZmRdAAAAAAAAAHkAAAAAAAAAeQM3MzMzMzBRAmpmZmZmZHUAAAAAAAAAgQA==", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1990", "marker": { "color": "#FF6692" }, "name": "1990", "notched": false, "offsetgroup": "1990", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "xgcAAMYHAADGBwAAxgcAAMYHAADGBwAAxgcAAMYHAADGBwAAxgcAAMYHAADGBwAAxgcAAMYHAADGBwAAxgcAAMYHAADGBwAAxgcAAMYHAAA=", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "ZmZmZmZmHkAAAAAAAAAcQDMzMzMzMyBAAAAAAAAAGEBmZmZmZmYaQAAAAAAAAAxAAAAAAAAAHEAzMzMzMzMdQM3MzMzMzBpAzczMzMzMHkCamZmZmZkZQM3MzMzMzB5AMzMzMzMzHUAzMzMzMzMdQDMzMzMzMxVAmpmZmZmZHUCamZmZmZkNQM3MzMzMzBxAmpmZmZmZHUDNzMzMzMweQA==", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "1950", "marker": { "color": "#B6E880" }, "name": "1950", "notched": false, "offsetgroup": "1950", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "ngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAJ4HAACeBwAAngcAAA==", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "mpmZmZmZHUCamZmZmZkdQGZmZmZmZhBAAAAAAAAAGkCamZmZmZkbQAAAAAAAABxAzczMzMzMHkBmZmZmZmYcQAAAAAAAAB5AMzMzMzMzHUBmZmZmZmYeQJqZmZmZmRtAZmZmZmZmGkAzMzMzMzMbQAAAAAAAACBAZmZmZmZmHEAzMzMzMzMdQAAAAAAAACBAZmZmZmZmDkDNzMzMzMwcQDMzMzMzMxVAmpmZmZmZHUA=", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "2000", "marker": { "color": "#FF97FF" }, "name": "2000", "notched": false, "offsetgroup": "2000", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "0AcAANAHAADQBwAA0AcAANAHAADQBwAA0AcAANAHAADQBwAA0AcAANAHAADQBwAA0AcAANAHAAA=", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "mpmZmZmZHUCamZmZmZkZQDMzMzMzMx1AZmZmZmZmFECamZmZmZkXQGZmZmZmZh5AZmZmZmZmHEAAAAAAAAAeQGZmZmZmZhxAzczMzMzMGkAzMzMzMzMdQDMzMzMzMx1AAAAAAAAAFkAAAAAAAAAcQA==", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "2020", "marker": { "color": "#FECB52" }, "name": "2020", "notched": false, "offsetgroup": "2020", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "5AcAAOQHAADkBwAA5AcAAOQHAAA=", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "AAAAAAAAHkAAAAAAAAAWQJqZmZmZmRdAMzMzMzMzHUAzMzMzMzMgQA==", "dtype": "f8" }, "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "boxpoints": "outliers", "hovertemplate": "desetiletí=%{x}
hodnocení IMDb=%{y}", "legendgroup": "2010", "marker": { "color": "#636efa" }, "name": "2010", "notched": false, "offsetgroup": "2010", "orientation": "v", "showlegend": true, "type": "box", "x": { "bdata": "2gcAANoHAADaBwAA2gcAANoHAADaBwAA", "dtype": "i4" }, "x0": " ", "xaxis": "x", "y": { "bdata": "zczMzMzMHEBmZmZmZmYcQGZmZmZmZhhAZmZmZmZmHECamZmZmZkfQJqZmZmZmR1A", "dtype": "f8" }, "y0": " ", "yaxis": "y" } ], "layout": { "boxmode": "overlay", "legend": { "title": { "text": "desetiletí" }, "tracegroupgap": 0 }, "showlegend": false, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Hodnocení filmů v jednotlivých desetiletích" }, "xaxis": { "anchor": "y", "categoryarray": [ 1960, 1920, 1940, 1970, 1930, 1980, 1990, 1950, 2000, 2020, 2010 ], "categoryorder": "array", "domain": [ 0, 1 ], "title": { "text": "desetiletí" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "hodnocení IMDb" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vytvoření krabicového grafu – hodnocení filmů podle desetiletí\n", "fig = px.box(\n", " df.dropna(\n", " subset=[\"rating\", \"decade\"]\n", " ), # použijeme jen řádky s platným hodnocením i desetiletím\n", " x=\"decade\", # osa x – desetiletí (1990, 2000, …)\n", " y=\"rating\", # osa y – hodnocení IMDb\n", " title=\"Hodnocení filmů v jednotlivých desetiletích\", # titul grafu\n", " labels={\"decade\": \"desetiletí\", \"rating\": \"hodnocení IMDb\"}, # popisky os\n", " color=\"decade\", # barevné odlišení krabic podle desetiletí\n", " points=\"outliers\", # vykreslení odlehlých bodů (outliers)\n", ")\n", "\n", "# skryje legendu\n", "fig.update_layout(showlegend=False)\n", "\n", "# zobrazí graf\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "d174f944", "metadata": {}, "source": [ "### 3.7 Bodový graf s fasetami - hodnocení v jednotlivých desetiletích" ] }, { "cell_type": "code", "execution_count": 13, "id": "a3944936", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "desetiletí=1950
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "mpmZmZmZHUCamZmZmZkdQGZmZmZmZhBAAAAAAAAAGkCamZmZmZkbQAAAAAAAABxAzczMzMzMHkBmZmZmZmYcQAAAAAAAAB5AMzMzMzMzHUBmZmZmZmYeQJqZmZmZmRtAZmZmZmZmGkAzMzMzMzMbQAAAAAAAACBAZmZmZmZmHEAzMzMzMzMdQAAAAAAAACBAZmZmZmZmDkDNzMzMzMwcQDMzMzMzMxVAmpmZmZmZHUA=", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAABwl0AAAAAAAHCLQAAAAAAAADFAAAAAAADAakAAAAAAAIBuQAAAAAAAgExAAAAAAADAdUAAAAAAAGB/QAAAAAAAqKZAAAAAAACgf0AAAAAAAKCNQAAAAAAAgGBAAAAAAABAYkAAAAAAAEBoQAAAAAAA4JVAAAAAAACgeUAAAAAAAOByQAAAAAAAcJdAAAAAAACAQ0AAAAAAAMCSQAAAAAAAgFtAAAAAAACAaUA=", "dtype": "f8" }, "xaxis": "x7", "y": { "bdata": "mpmZmZmZHUCamZmZmZkdQGZmZmZmZhBAAAAAAAAAGkCamZmZmZkbQAAAAAAAABxAzczMzMzMHkBmZmZmZmYcQAAAAAAAAB5AMzMzMzMzHUBmZmZmZmYeQJqZmZmZmRtAZmZmZmZmGkAzMzMzMzMbQAAAAAAAACBAZmZmZmZmHEAzMzMzMzMdQAAAAAAAACBAZmZmZmZmDkDNzMzMzMwcQDMzMzMzMxVAmpmZmZmZHUA=", "dtype": "f8" }, "yaxis": "y7" }, { "hovertemplate": "desetiletí=1960
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "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", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "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", "dtype": "f8" }, "xaxis": "x8", "y": { "bdata": "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", "dtype": "f8" }, "yaxis": "y8" }, { "hovertemplate": "desetiletí=1970
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "zczMzMzMGkBmZmZmZmYeQM3MzMzMzB5AMzMzMzMzG0BmZmZmZmYcQAAAAAAAAB5AzczMzMzMHEAAAAAAAAAcQJqZmZmZmR1AMzMzMzMzHUDNzMzMzMweQM3MzMzMzBpAzczMzMzMGkAzMzMzMzMZQM3MzMzMzBpAmpmZmZmZHUDNzMzMzMwYQAAAAAAAABxAZmZmZmZmHECamZmZmZkdQM3MzMzMzBpAZmZmZmZmHkCamZmZmZkdQAAAAAAAABxAMzMzMzMzGUDNzMzMzMweQM3MzMzMzB5AMzMzMzMzHUCamZmZmZkZQM3MzMzMzBpAMzMzMzMzIEBmZmZmZmYcQJqZmZmZmRtAzczMzMzMFkAzMzMzMzMbQDMzMzMzMxtA", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAAAAbUAAAAAAALCIQAAAAAAAOKhAAAAAAABYg0AAAAAAAHB1QAAAAAAAUJRAAAAAAABQekAAAAAAAHDHQAAAAAAA2ItAAAAAAACQmkAAAAAAAAvjQAAAAAAAAF9AAAAAAABQc0AAAAAAAIBRQAAAAAAAUJRAAAAAAABooEAAAAAAAOBlQAAAAAAA8IZAAAAAAABgjUAAAAAAAMiKQAAAAAAAYGRAAAAAAABkyUAAAAAAACB2QAAAAAAAeIlAAAAAAAAAVUAAAAAAANiKQAAAAAAAkJpAAAAAAABAj0AAAAAAANB0QAAAAAAAIHFAAAAAAADAokAAAAAAAHCXQAAAAAAA0HNAAAAAAACAQEAAAAAAAFCGQAAAAAAAgGRA", "dtype": "f8" }, "xaxis": "x9", "y": { "bdata": "zczMzMzMGkBmZmZmZmYeQM3MzMzMzB5AMzMzMzMzG0BmZmZmZmYcQAAAAAAAAB5AzczMzMzMHEAAAAAAAAAcQJqZmZmZmR1AMzMzMzMzHUDNzMzMzMweQM3MzMzMzBpAzczMzMzMGkAzMzMzMzMZQM3MzMzMzBpAmpmZmZmZHUDNzMzMzMwYQAAAAAAAABxAZmZmZmZmHECamZmZmZkdQM3MzMzMzBpAZmZmZmZmHkCamZmZmZkdQAAAAAAAABxAMzMzMzMzGUDNzMzMzMweQM3MzMzMzB5AMzMzMzMzHUCamZmZmZkZQM3MzMzMzBpAMzMzMzMzIEBmZmZmZmYcQJqZmZmZmRtAzczMzMzMFkAzMzMzMzMbQDMzMzMzMxtA", "dtype": "f8" }, "yaxis": "y9" }, { "hovertemplate": "desetiletí=1980
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "zczMzMzMGkCamZmZmZkbQGZmZmZmZhZAAAAAAAAAGkAzMzMzMzMfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYaQGZmZmZmZh5AMzMzMzMzF0CamZmZmZkfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYeQDMzMzMzMxlAMzMzMzMzH0BmZmZmZmYOQJqZmZmZmRdAAAAAAAAAHkAAAAAAAAAeQM3MzMzMzBRAmpmZmZmZHUAAAAAAAAAgQA==", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAACAaUAAAAAAAABkQAAAAAAAAD9AAAAAAACAR0AAAAAAAECfQAAAAAAAkJpAAAAAAACQmkAAAAAAAIBdQAAAAAAAAJlAAAAAAABghkAAAAAAAMCiQAAAAAAAAJlAAAAAAACAdkAAAAAAAOClQAAAAAAAWIlAAAAAAACIs0AAAAAAAMzAQAAAAAAAWINAAAAAAADAkkAAAAAAAECfQAAAAAAAAEJAAAAAAACAcUAAAAAAAHCXQA==", "dtype": "f8" }, "xaxis": "x4", "y": { "bdata": "zczMzMzMGkCamZmZmZkbQGZmZmZmZhZAAAAAAAAAGkAzMzMzMzMfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYaQGZmZmZmZh5AMzMzMzMzF0CamZmZmZkfQM3MzMzMzBxAAAAAAAAAHEBmZmZmZmYeQDMzMzMzMxlAMzMzMzMzH0BmZmZmZmYOQJqZmZmZmRdAAAAAAAAAHkAAAAAAAAAeQM3MzMzMzBRAmpmZmZmZHUAAAAAAAAAgQA==", "dtype": "f8" }, "yaxis": "y4" }, { "hovertemplate": "desetiletí=1990
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "ZmZmZmZmHkAAAAAAAAAcQDMzMzMzMyBAAAAAAAAAGEBmZmZmZmYaQAAAAAAAAAxAAAAAAAAAHEAzMzMzMzMdQM3MzMzMzBpAzczMzMzMHkCamZmZmZkZQM3MzMzMzB5AMzMzMzMzHUAzMzMzMzMdQDMzMzMzMxVAmpmZmZmZHUCamZmZmZkNQM3MzMzMzBxAmpmZmZmZHUDNzMzMzMweQA==", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAAAYpUAAAAAAAJCaQAAAAAAAyLlAAAAAAADghUAAAAAAAFCUQAAAAAAAcJdAAAAAAADAdEAAAAAAALCtQAAAAAAAqIZAAAAAAACQqkAAAAAAAIBHQAAAAAAAWKtAAAAAAAD4oUAAAAAAAOiCQAAAAAAAMJFAAAAAAABMzUAAAAAAAABeQAAAAAAA0HlAAAAAAACUsUAAAAAAAJrQQA==", "dtype": "f8" }, "xaxis": "x5", "y": { "bdata": "ZmZmZmZmHkAAAAAAAAAcQDMzMzMzMyBAAAAAAAAAGEBmZmZmZmYaQAAAAAAAAAxAAAAAAAAAHEAzMzMzMzMdQM3MzMzMzBpAzczMzMzMHkCamZmZmZkZQM3MzMzMzB5AMzMzMzMzHUAzMzMzMzMdQDMzMzMzMxVAmpmZmZmZHUCamZmZmZkNQM3MzMzMzBxAmpmZmZmZHUDNzMzMzMweQA==", "dtype": "f8" }, "yaxis": "y5" }, { "hovertemplate": "desetiletí=2000
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "mpmZmZmZHUCamZmZmZkZQDMzMzMzMx1AZmZmZmZmFECamZmZmZkXQGZmZmZmZh5AZmZmZmZmHEAAAAAAAAAeQGZmZmZmZhxAzczMzMzMGkAzMzMzMzMdQDMzMzMzMx1AAAAAAAAAFkAAAAAAAAAcQA==", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAACwnUAAAAAAAECKQAAAAAAAvLtAAAAAAABQckAAAAAAQAwIQQAAAAAAfLVAAAAAAAA4uEAAAAAAALCtQAAAAAAABLBAAAAAAABAj0AAAAAAAGjAQAAAAAAAwKJAAAAAAIAr+EAAAAAAAECfQA==", "dtype": "f8" }, "xaxis": "x6", "y": { "bdata": "mpmZmZmZHUCamZmZmZkZQDMzMzMzMx1AZmZmZmZmFECamZmZmZkXQGZmZmZmZh5AZmZmZmZmHEAAAAAAAAAeQGZmZmZmZhxAzczMzMzMGkAzMzMzMzMdQDMzMzMzMx1AAAAAAAAAFkAAAAAAAAAcQA==", "dtype": "f8" }, "yaxis": "y6" }, { "hovertemplate": "desetiletí=2010
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "zczMzMzMHEBmZmZmZmYcQGZmZmZmZhhAZmZmZmZmHECamZmZmZkfQJqZmZmZmR1A", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAADV60AAAAAAALCMQAAAAAAAUKRAAAAAACC4GEEAAAAAAGB3QAAAAAAwCSJB", "dtype": "f8" }, "xaxis": "x", "y": { "bdata": "zczMzMzMHEBmZmZmZmYcQGZmZmZmZhhAZmZmZmZmHECamZmZmZkfQJqZmZmZmR1A", "dtype": "f8" }, "yaxis": "y" }, { "hovertemplate": "desetiletí=2020
počet hlasů=%{x}
hodnocení=%{marker.color}", "legendgroup": "", "marker": { "color": { "bdata": "AAAAAAAAHkAAAAAAAAAWQJqZmZmZmRdAMzMzMzMzHUAzMzMzMzMgQA==", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "orientation": "v", "showlegend": false, "type": "scatter", "x": { "bdata": "AAAAAAAd4EAAAAAAACiPQAAAAAAAWMtAAAAAAAAEwEAAAAAAAHCXQA==", "dtype": "f8" }, "xaxis": "x2", "y": { "bdata": "AAAAAAAAHkAAAAAAAAAWQJqZmZmZmRdAMzMzMzMzHUAzMzMzMzMgQA==", "dtype": "f8" }, "yaxis": "y2" } ], "layout": { "annotations": [ { "font": {}, "showarrow": false, "text": "desetiletí=2010", "x": 0.15999999999999998, "xanchor": "center", "xref": "paper", "y": 0.2866666666666666, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=2020", "x": 0.49999999999999994, "xanchor": "center", "xref": "paper", "y": 0.2866666666666666, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1980", "x": 0.15999999999999998, "xanchor": "center", "xref": "paper", "y": 0.6433333333333333, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1990", "x": 0.49999999999999994, "xanchor": "center", "xref": "paper", "y": 0.6433333333333333, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=2000", "x": 0.8399999999999999, "xanchor": "center", "xref": "paper", "y": 0.6433333333333333, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1950", "x": 0.15999999999999998, "xanchor": "center", "xref": "paper", "y": 0.9999999999999999, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1960", "x": 0.49999999999999994, "xanchor": "center", "xref": "paper", "y": 0.9999999999999999, "yanchor": "bottom", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1970", "x": 0.8399999999999999, "xanchor": "center", "xref": "paper", "y": 0.9999999999999999, "yanchor": "bottom", "yref": "paper" } ], "coloraxis": { "colorbar": { "title": { "text": "hodnocení" } }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "height": 800, "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Hodnocení filmů v jednotlivých desetiletích" }, "xaxis": { "anchor": "y", "domain": [ 0, 0.31999999999999995 ], "title": { "text": "počet hlasů" }, "type": "log" }, "xaxis2": { "anchor": "y2", "domain": [ 0.33999999999999997, 0.6599999999999999 ], "matches": "x", "title": { "text": "počet hlasů" }, "type": "log" }, "xaxis3": { "anchor": "y3", "domain": [ 0.6799999999999999, 0.9999999999999999 ], "matches": "x", "title": { "text": "počet hlasů" }, "type": "log" }, "xaxis4": { "anchor": "y4", "domain": [ 0, 0.31999999999999995 ], "matches": "x", "showticklabels": false, "type": "log" }, "xaxis5": { "anchor": "y5", "domain": [ 0.33999999999999997, 0.6599999999999999 ], "matches": "x", "showticklabels": false, "type": "log" }, "xaxis6": { "anchor": "y6", "domain": [ 0.6799999999999999, 0.9999999999999999 ], "matches": "x", "showticklabels": false, "type": "log" }, "xaxis7": { "anchor": "y7", "domain": [ 0, 0.31999999999999995 ], "matches": "x", "showticklabels": false, "type": "log" }, "xaxis8": { "anchor": "y8", "domain": [ 0.33999999999999997, 0.6599999999999999 ], "matches": "x", "showticklabels": false, "type": "log" }, "xaxis9": { "anchor": "y9", "domain": [ 0.6799999999999999, 0.9999999999999999 ], "matches": "x", "showticklabels": false, "type": "log" }, "yaxis": { "anchor": "x", "domain": [ 0, 0.2866666666666666 ], "title": { "text": "hodnocení" } }, "yaxis2": { "anchor": "x2", "domain": [ 0, 0.2866666666666666 ], "matches": "y", "showticklabels": false }, "yaxis3": { "anchor": "x3", "domain": [ 0, 0.2866666666666666 ], "matches": "y", "showticklabels": false }, "yaxis4": { "anchor": "x4", "domain": [ 0.35666666666666663, 0.6433333333333333 ], "matches": "y", "title": { "text": "hodnocení" } }, "yaxis5": { "anchor": "x5", "domain": [ 0.35666666666666663, 0.6433333333333333 ], "matches": "y", "showticklabels": false }, "yaxis6": { "anchor": "x6", "domain": [ 0.35666666666666663, 0.6433333333333333 ], "matches": "y", "showticklabels": false }, "yaxis7": { "anchor": "x7", "domain": [ 0.7133333333333333, 0.9999999999999999 ], "matches": "y", "title": { "text": "hodnocení" } }, "yaxis8": { "anchor": "x8", "domain": [ 0.7133333333333333, 0.9999999999999999 ], "matches": "y", "showticklabels": false }, "yaxis9": { "anchor": "x9", "domain": [ 0.7133333333333333, 0.9999999999999999 ], "matches": "y", "showticklabels": false } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# odfiltrujeme řádky s chybějícími hodnotami počtu hodnocení, hlasů a desetiletí\n", "df_facet = df.dropna(subset=[\"rating\", \"votes\", \"decade\"])\n", "\n", "# ponecháme jen filmy od roku 1950 včetně\n", "df_facet = df_facet[df_facet[\"decade\"] >= 1950]\n", "\n", "# seznam unikátních desetiletí v chronologickém pořadí (pro správné uspořádání podgrafů)\n", "decade_order = sorted(df_facet[\"decade\"].unique())\n", "\n", "# rozptylový graf s fasetami podle desetiletí\n", "fig = px.scatter(\n", " df_facet,\n", " x=\"votes\", # osa x – počet hlasů\n", " y=\"rating\", # osa y – hodnocení IMDb\n", " facet_col=\"decade\", # každý sloupec podgrafu představuje jedno desetiletí\n", " facet_col_wrap=3, # po třech podgrafech se začne nový řádek\n", " title=\"Hodnocení filmů v jednotlivých desetiletích\",\n", " labels={\n", " \"votes\": \"počet hlasů\",\n", " \"rating\": \"hodnocení\",\n", " \"decade\": \"desetiletí\",\n", " },\n", " color=\"rating\", # barva bodů podle hodnocení (kontinuální škála)\n", " color_continuous_scale=\"Plasma\",\n", " height=800,\n", " category_orders={\"decade\": decade_order}, # pořadí desetiletí uvedené výše\n", ")\n", "\n", "# osa x je v logaritmickém měřítku, aby se lépe zobrazily široce rozprostřené počty hlasů\n", "fig.update_xaxes(type=\"log\")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "7fa2e269", "metadata": {}, "source": [ "### 3.8 Plošný graf - průměrné hodnocení v průběhu času" ] }, { "cell_type": "code", "execution_count": 14, "id": "a99653b9", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "fillcolor": "rgba(99, 110, 250, 0.3)", "fillpattern": { "shape": "" }, "hovertemplate": "rok=%{x}
průměrné hodnocení=%{y}", "legendgroup": "", "line": { "color": "rgba(99, 110, 250, 1)" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "", "orientation": "v", "showlegend": false, "stackgroup": "1", "type": "scatter", "x": { "bdata": "igcAAJAHAACSBwAAkwcAAJQHAACbBwAAnQcAAKAHAACjBwAApQcAAKYHAACnBwAAqAcAAKoHAACrBwAArAcAAK0HAACuBwAArwcAALAHAACxBwAAsgcAALcHAAC4BwAAuQcAALoHAAC7BwAAvgcAAL8HAADBBwAAxgcAAMkHAADNBwAA0QcAANcHAAA=", "dtype": "i4" }, "xaxis": "x", "y": { "bdata": "zczMzMzMGkDd3d3d3d0ZQKuqqqqqqhxAmZmZmZmZHEAzMzMzM/MbQHh3d3d3dxpAmpmZmZnZGkCIiIiIiIgYQBWuR+F6FBxA7+7u7u7uHEBVVVVVVVUdQLy7u7u7uxtASZIkSZIkHUC8u7u7u7sbQDMzMzMzMx1AZ2ZmZmZmHECamZmZmRkcQPYoXI/C9RxAiIiIiIiIHUC4HoXrUbgcQOtRuB6F6xtAAAAAAAAAHEB4d3d3d3cZQF2PwvUoXB1AAAAAAACAHEB9xVd8xVccQJqZmZmZGRtA3d3d3d3dF0D5iq/4iq8cQHh3d3d3dx1AzczMzMzMHEDe3d3d3d0TQM3MzMzMzBxAZmZmZmbmGkDNzMzMzMwaQA==", "dtype": "f8" }, "yaxis": "y" } ], "layout": { "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Průměrné hodnocení v průběhu času (roky s více než 3 filmy)" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "rok" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "průměrné hodnocení" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# výpočet průměrného hodnocení a počtu filmů v každém roce\n", "rating_by_year = (\n", " df.groupby(\"year\")[\"rating\"]\n", " .agg([\"mean\", \"count\"]) # mean = průměr, count = počet filmů\n", " .reset_index()\n", ")\n", "\n", "# ponecháme jen roky, které mají alespoň 3 filmy (stabilnější průměr)\n", "rating_by_year = rating_by_year[rating_by_year[\"count\"] >= 3]\n", "\n", "# plošný graf – průměrné hodnocení v průběhu času\n", "fig = px.area(\n", " rating_by_year,\n", " x=\"year\", # osa x – rok\n", " y=\"mean\", # osa y – průměrné hodnocení\n", " title=\"Průměrné hodnocení v průběhu času (roky s více než 3 filmy)\",\n", " labels={\"year\": \"rok\", \"mean\": \"průměrné hodnocení\"},\n", ")\n", "\n", "# úprava vzhledu – průhledná výplň a modrá čára\n", "fig.update_traces(\n", " fillcolor=\"rgba(99, 110, 250, 0.3)\", line_color=\"rgba(99, 110, 250, 1)\"\n", ")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "3fe63e8f", "metadata": {}, "source": [ "### 3.9 Pruhový graf - zastoupení jazyků" ] }, { "cell_type": "code", "execution_count": 15, "id": "feecf1f7", "metadata": {}, "outputs": [], "source": [ "# import funkce pro bezpečné vyhodnocení literálu (např. seznamu v řetězci)\n", "from ast import literal_eval\n", "\n", "\n", "# převod řetězcových reprezentací seznamů na skutečné seznamy v Pythonu\n", "def safe_literal_eval(x):\n", " \"\"\"\n", " Pokud je vstup prázdný (NaN) → vrací prázdný list.\n", " Jinak se pokusí pomocí literal_eval převést řetězec na seznam.\n", " Při chybě (neplatná syntaxe) vrátí také prázdný list.\n", " \"\"\"\n", " # ošetření chybějící hodnoty – pd.isna může vracet skalár i sérii\n", " if pd.isna(x).any() if hasattr(pd.isna(x), \"__len__\") else pd.isna(x):\n", " return [] # prázdný list pro NaN\n", " try:\n", " return literal_eval(x) # bezpečné vyhodnocení řetězce: objekt v Pythonu\n", " except (ValueError, SyntaxError): # pokud řetězec není validní seznam,\n", " return [] # vrátíme prázdný list" ] }, { "cell_type": "code", "execution_count": 16, "id": "38355780", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "x=%{x}
y=%{y}", "legendgroup": "", "marker": { "color": "steelblue", "pattern": { "shape": "" } }, "name": "", "orientation": "h", "showlegend": false, "textposition": "outside", "texttemplate": "%{x}", "type": "bar", "x": { "bdata": "9wAcABIACgAJAAcAAwACAAIAAgA=", "dtype": "i2" }, "xaxis": "x", "y": [ "Czech", "German", "English", "Russian", "Slovak", "French", "Italian", "Polish", "Hungarian", "Japanese" ], "yaxis": "y" } ], "layout": { "barmode": "relative", "height": 500, "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "font": { "size": 20 }, "text": "10 nejvíce zastoupených jazyků v českých filmech" }, "width": 800, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "Počet filmů" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "Jazyk" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# převod řetězcových reprezentací seznamu jazyků na skutečné seznamy v Pythonu\n", "df[\"languages\"] = df[\"languages\"].apply(safe_literal_eval)\n", "\n", "# rozdělení řádků, které mají jako hodnotu seznam jazyků, na samostatné řádky (jeden jazyk na řádek)\n", "df_exploded = df.explode(\"languages\")\n", "\n", "# odstranění chybějících nebo neplatných hodnot jazyků\n", "df_exploded = df_exploded[\n", " df_exploded[\"languages\"].notna() # není NaN\n", " & (df_exploded[\"languages\"] != \"\") # není prázdný řetězec\n", " & (df_exploded[\"languages\"] != \"None\") # není řetězec 'None'\n", "]\n", "\n", "# spočítání výskytů jednotlivých jazyků a výběr deseti nejčastějších\n", "language_counts = df_exploded[\"languages\"].value_counts().head(10)\n", "\n", "# graf s horizontálními sloupci: počet filmů podle jazyka\n", "fig = px.bar(\n", " x=language_counts.values, # počet filmů (osa x)\n", " y=language_counts.index, # jazyk (osa y)\n", " orientation=\"h\", # horizontální orientace\n", " title=\"10 nejvíce zastoupených jazyků v českých filmech\",\n", ")\n", "\n", "# úprava rozměrů a popisků os\n", "fig.update_layout(\n", " xaxis_title=\"Počet filmů\",\n", " yaxis_title=\"Jazyk\",\n", " title_font_size=20,\n", " width=800,\n", " height=500,\n", ")\n", "\n", "# barvy a zobrazení hodnot u sloupců\n", "fig.update_traces(\n", " marker_color=\"steelblue\",\n", " texttemplate=\"%{x}\",\n", " textposition=\"outside\",\n", ")\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "b7d0bdd4", "metadata": {}, "source": [ "### 3.10 Pruhový graf - zastoupení žánrů" ] }, { "cell_type": "code", "execution_count": 17, "id": "da74c919", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "počet filmů=%{x}
žánr=%{y}", "legendgroup": "", "marker": { "color": "#1f77b4", "pattern": { "shape": "" } }, "name": "", "orientation": "h", "showlegend": false, "textposition": "auto", "type": "bar", "x": { "bdata": "dnEwLCAfGhcXFhYQDw4M", "dtype": "i1" }, "xaxis": "x", "y": [ "Drama", "Comedy", "Romance", "Fantasy", "Family", "War", "Satire", "Sci-Fi", "Horror", "Adventure", "Dark Comedy", "Animation", "Thriller", "Slapstick", "Fairy Tale" ], "yaxis": "y" } ], "layout": { "barmode": "relative", "height": 600, "legend": { "tracegroupgap": 0 }, "showlegend": false, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Zastoupení žánrů v českých filmech (15 nejčastějších)" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "počet filmů" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "žánr" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# převedeme řetězcové reprezentace seznamu žánrů na skutečné seznamy v Pythonu\n", "df[\"genres\"] = df[\"genres\"].apply(safe_literal_eval)\n", "\n", "# rozdělení řádků s více žánry na samostatné řádky (jeden žánr na řádek)\n", "df_exploded = df.explode(\"genres\")\n", "\n", "# odfiltrujeme prázdné hodnoty (NaN nebo prázdný řetězec)\n", "df_exploded = df_exploded[df_exploded[\"genres\"].notna() & (df_exploded[\"genres\"] != \"\")]\n", "\n", "# spočítáme četnost jednotlivých žánrů a vybereme 15 nejčastějších\n", "genre_counts = df_exploded[\"genres\"].value_counts().head(15)\n", "\n", "# horizontální sloupcový graf s počtem filmů podle žánru\n", "fig = px.bar(\n", " x=genre_counts.values, # počet filmů (osa x)\n", " y=genre_counts.index, # žánr (osa y)\n", " orientation=\"h\", # horizontální orientace\n", " title=\"Zastoupení žánrů v českých filmech (15 nejčastějších)\",\n", " labels={\"x\": \"počet filmů\", \"y\": \"žánr\"},\n", " color_discrete_sequence=[\"#1f77b4\"], # barva sloupců\n", ")\n", "\n", "# skryjeme legendu (není potřeba) a nastavíme výšku grafu\n", "fig.update_layout(showlegend=False, height=600)\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "da17ff66", "metadata": {}, "source": [ "### 3.11 Heatmapa - zastoupení žánrů v jednotlivých desetiletích" ] }, { "cell_type": "code", "execution_count": 18, "id": "efc3becd", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "coloraxis": "coloraxis", "hovertemplate": "desetiletí: %{x}
žánr: %{y}
počet: %{z}", "name": "0", "textfont": { "size": 10 }, "texttemplate": "%{z:.0f}", "type": "heatmap", "x": { "bdata": "gAcAAIoHAACUBwAAngcAAKgHAACyBwAAvAcAAMYHAADQBwAA2gcAAOQHAAA=", "dtype": "i4" }, "xaxis": "x", "y": [ "Adventure", "Comedy", "Drama", "Family", "Fantasy", "Horror", "Romance", "Satire", "Sci-Fi", "War" ], "yaxis": "y", "z": { "bdata": "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", "dtype": "f8", "shape": "10, 11" } } ], "layout": { "coloraxis": { "colorbar": { "title": { "text": "počet" } }, "colorscale": [ [ 0, "rgb(247,251,255)" ], [ 0.125, "rgb(222,235,247)" ], [ 0.25, "rgb(198,219,239)" ], [ 0.375, "rgb(158,202,225)" ], [ 0.5, "rgb(107,174,214)" ], [ 0.625, "rgb(66,146,198)" ], [ 0.75, "rgb(33,113,181)" ], [ 0.875, "rgb(8,81,156)" ], [ 1, "rgb(8,48,107)" ] ] }, "height": 600, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "font": { "size": 16 }, "text": "Žánry v českých filmech podle jednotlivých desetiletí (10 nejčastějších)" }, "width": 800, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "tickangle": -45, "title": { "text": "desetiletí" } }, "yaxis": { "anchor": "x", "autorange": "reversed", "domain": [ 0, 1 ], "title": { "text": "žánr" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# výpočet desetiletí z data vydání (např. 1994 → 1990)\n", "df[\"decade\"] = (df[\"release_date\"].dt.year // 10) * 10\n", "\n", "# rozdělení řádků, které obsahují seznam žánrů, na samostatné řádky (jeden žánr na řádek)\n", "df_exploded = df.explode(\"genres\")\n", "\n", "# souhrn počtu filmů podle kombinace žánr + desetiletí\n", "genre_decade_summary = (\n", " df_exploded.groupby([\"genres\", \"decade\"]).size().reset_index(name=\"count\")\n", ")\n", "\n", "# výběr 10 nejčastějších žánrů v celém datasetu\n", "top_genres = df_exploded[\"genres\"].value_counts().head(10).index\n", "\n", "# omezení souhrnu jen na vybrané žánry\n", "genre_decade_summary_filtered = genre_decade_summary[\n", " genre_decade_summary[\"genres\"].isin(top_genres)\n", "]\n", "\n", "# přejmenování sloupce pro jednotnost\n", "genre_decade_summary_filtered = genre_decade_summary_filtered.rename(\n", " columns={\"genres\": \"genre\"}\n", ")\n", "\n", "# příprava matice pro heatmapu (řádky = žánr, sloupce = desetiletí, hodnoty = počet filmů)\n", "pivot_data = (\n", " genre_decade_summary_filtered.pivot(\n", " index=\"genre\", columns=\"decade\", values=\"count\"\n", " ).fillna(0) # chybějící kombinace nahradíme nulou\n", ")\n", "\n", "# vytvoření heatmapy s počty filmů pro každý žánr a desetiletí\n", "fig = px.imshow(\n", " pivot_data,\n", " labels=dict(x=\"desetiletí\", y=\"žánr\", color=\"počet\"),\n", " title=\"Žánry v českých filmech podle jednotlivých desetiletí (10 nejčastějších)\",\n", " color_continuous_scale=\"Blues\",\n", " aspect=\"auto\",\n", ")\n", "\n", "# nastavení rozměrů a vzhledu popisků os\n", "fig.update_layout(width=800, height=600, title_font_size=16, xaxis_tickangle=-45)\n", "\n", "# zobrazení číselného počtu uvnitř každé buňky\n", "fig.update_traces(texttemplate=\"%{z:.0f}\", textfont={\"size\": 10})\n", "\n", "# vykreslení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "f5c2010c", "metadata": {}, "source": [ "### 3.12 Histogram s fasetami - délka filmů po desetiletích" ] }, { "cell_type": "code", "execution_count": 19, "id": "d3e75b71", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "bingroup": "x", "hovertemplate": "desetiletí=1951-1980
délka (minuty)=%{x}
count=%{y}", "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "", "nbinsx": 30, "orientation": "v", "showlegend": false, "type": "histogram", "x": { "bdata": "cwBaAEkAVQBrAF8AbABbAF8AeABcADwASQBaAGUATQBeAFoAUABoAGEATABjAEgARgBaAEoAVACIAE0AWAB9AGMAogBZAGEAYQBcAFMATABmAF4AXQBTAFMAUgBUAGEAXgCGAEsAZwBUAEkAcABoAFcALwBXAFgAZABWAE8AbwBSAFUAaQBcAFQAaABjAFUAawBZAFMAXgBHAFUAUABNAGsAXwBRAFsAbgBaAFUAWwBLAFAAXQBDAF0AVQBaAEwAZABWAFcAXwB+AEsAUAByAHIASgBHAAAAWwBTAFsAVQBMAGQAVwBOAA==", "dtype": "i2" }, "xaxis": "x4", "yaxis": "y4" }, { "bingroup": "x", "hovertemplate": "desetiletí=1920-1950
délka (minuty)=%{x}
count=%{y}", "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "", "nbinsx": 30, "orientation": "v", "showlegend": false, "type": "histogram", "x": { "bdata": "AABZAFwAPQBbAF4AVQBHAFIARQA8AE8AZgBdAAAAAAAAAEkAWQBwAFUAVQBaAGUAXgAAAEkAAABYAIAAWQBoAAAAWQBHAFoAYABOAGIAVgBjAFkAWAA3AFgATwBMAAAAYgBXAFwASwBjAE8AXwBOAFsAAABVAF4AAABTAEcA", "dtype": "i2" }, "xaxis": "x3", "yaxis": "y3" }, { "bingroup": "x", "hovertemplate": "desetiletí=1981-2000
délka (minuty)=%{x}
count=%{y}", "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "", "nbinsx": 30, "orientation": "v", "showlegend": false, "type": "histogram", "x": { "bdata": "a3hdZkpzTzdqU2N+X2NSdlpVWF5hXmRmXV5edVxiW1tnUnhWW1ZmY2FvXw==", "dtype": "i1" }, "xaxis": "x2", "yaxis": "y2" }, { "bingroup": "x", "hovertemplate": "desetiletí=2001-2026
délka (minuty)=%{x}
count=%{y}", "legendgroup": "", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "", "nbinsx": 30, "orientation": "v", "showlegend": false, "type": "histogram", "x": { "bdata": "ZABQAIQAbQB8AHgAYgBeAHAAXwCFAH4AlgB9AHYAVQCpAG4AgQBxAFoAXgBsAIMA", "dtype": "i2" }, "xaxis": "x", "yaxis": "y" } ], "layout": { "annotations": [ { "font": {}, "showarrow": false, "text": "desetiletí=2001-2026", "textangle": 90, "x": 0.98, "xanchor": "left", "xref": "paper", "y": 0.11375, "yanchor": "middle", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1981-2000", "textangle": 90, "x": 0.98, "xanchor": "left", "xref": "paper", "y": 0.37124999999999997, "yanchor": "middle", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1920-1950", "textangle": 90, "x": 0.98, "xanchor": "left", "xref": "paper", "y": 0.62875, "yanchor": "middle", "yref": "paper" }, { "font": {}, "showarrow": false, "text": "desetiletí=1951-1980", "textangle": 90, "x": 0.98, "xanchor": "left", "xref": "paper", "y": 0.88625, "yanchor": "middle", "yref": "paper" } ], "barmode": "relative", "height": 800, "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Rozdělení délky filmů po jednotlivých desetiletích" }, "xaxis": { "anchor": "y", "domain": [ 0, 0.98 ], "title": { "text": "délka (minuty)" } }, "xaxis2": { "anchor": "y2", "domain": [ 0, 0.98 ], "matches": "x", "showticklabels": false }, "xaxis3": { "anchor": "y3", "domain": [ 0, 0.98 ], "matches": "x", "showticklabels": false }, "xaxis4": { "anchor": "y4", "domain": [ 0, 0.98 ], "matches": "x", "showticklabels": false }, "yaxis": { "anchor": "x", "domain": [ 0, 0.2275 ], "title": { "text": "počet" } }, "yaxis2": { "anchor": "x2", "domain": [ 0.2575, 0.485 ], "matches": "y", "title": { "text": "počet" } }, "yaxis3": { "anchor": "x3", "domain": [ 0.515, 0.7425 ], "matches": "y", "title": { "text": "počet" } }, "yaxis4": { "anchor": "x4", "domain": [ 0.7725, 1 ], "matches": "y", "title": { "text": "počet" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vytvoření období pro roky výroby filmu\n", "df[\"era\"] = pd.cut(\n", " df[\"year\"], # původní rok filmu\n", " bins=[\n", " 1920,\n", " 1950,\n", " 1980,\n", " 2000,\n", " 2026,\n", " ], # hranice intervalů (1920‑1950, 1951‑1980, 1981‑2000, 2001‑2026)\n", " labels=[\"1920-1950\", \"1951-1980\", \"1981-2000\", \"2001-2026\"], # popisky intervalů\n", ")\n", "\n", "# histogram délky filmů rozdělený do jednotlivých období (s fasetami)\n", "fig = px.histogram(\n", " df.dropna(\n", " subset=[\"duration\", \"era\"]\n", " ), # odfiltrujeme řádky s chybějící délkou nebo obdobím\n", " x=\"duration\", # osa x – délka filmu v minutách\n", " facet_row=\"era\", # každý řádek podgrafu představuje jedno období\n", " title=\"Rozdělení délky filmů po jednotlivých desetiletích\",\n", " labels={\"duration\": \"délka (minuty)\", \"era\": \"desetiletí\"},\n", " nbins=30, # počet intervalů v histogramu\n", " height=800, # výška grafu\n", ")\n", "\n", "# popisek osy y\n", "fig.update_yaxes(title_text=\"počet\")\n", "\n", "# zobrazení grafu\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "44f850a1", "metadata": {}, "source": [ "### 3.13 Houslový graf - rozložení délky filmů v pěti nejvíce zatoupených žánrech" ] }, { "cell_type": "code", "execution_count": 20, "id": "0fe6e146", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "box": { "visible": true }, "hovertemplate": "žánr=%{y}
délka (minuty)=%{x}", "legendgroup": "Fantasy", "marker": { "color": "#636efa" }, "name": "Fantasy", "offsetgroup": "Fantasy", "orientation": "h", "points": "outliers", "scalegroup": "True", "showlegend": true, "type": "violin", "x": { "bdata": "cwBVAGsAZgBJADcATQA8AFAAYwBjAFoAVACIAGEAYQBTAEwAZgBTAFMAUgBUAFgATwBWAFsAaABrAE4AUwBQAE0AWwBuAIEAUAA3AFYASwBXAGEAUwBfAA==", "dtype": "i2" }, "x0": " ", "xaxis": "x", "y": [ "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy", "Fantasy" ], "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "box": { "visible": true }, "hovertemplate": "žánr=%{y}
délka (minuty)=%{x}", "legendgroup": "Romance", "marker": { "color": "#EF553B" }, "name": "Romance", "offsetgroup": "Romance", "orientation": "h", "points": "outliers", "scalegroup": "True", "showlegend": true, "type": "violin", "x": { "bdata": "cwBcAFoAXQBmAFwASQBSAFoARgBaAHgAYgBYAFkAogBVAFoAXABTAEwAXQBeAFQAXgBwAFQAVwCFAFkAWACWAEcAWwBoAGIAUABdAFgAVgBxAH4AVwBcAFsAXwBfAFsA", "dtype": "i2" }, "x0": " ", "xaxis": "x", "y": [ "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance", "Romance" ], "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "box": { "visible": true }, "hovertemplate": "žánr=%{y}
délka (minuty)=%{x}", "legendgroup": "Drama", "marker": { "color": "#00cc96" }, "name": "Drama", "offsetgroup": "Drama", "orientation": "h", "points": "outliers", "scalegroup": "True", "showlegend": true, "type": "violin", "x": { "bdata": "WQBcAD0AawBrAHgAXQBcAHMAWgBkAGUATQBeAFIAWgBFAFAAagBoAH4AXwBjAE8AYwBtAF0AfABGAHYAVQBNAHgAYgBYAH0ASQBZAGMAogBwAFUAZABhAFUAZgBaAFwAXgBdAF4AXgB1AFQAXgBwAIYASQBJAHAAXABfAGgAWwBXAIUAWQBYAGQAbwBZAFUAaQB4AFwAlgBaAGMAfQBOAEcAdgBrAF8AWgBVAKkAbgBDAF0AVQBaAEwAZABPAHEAVwBjAF8AfgByAEcAbABbAE4AYQBbAG8AgwBbAFMAVQBkAEcATgA=", "dtype": "i2" }, "x0": " ", "xaxis": "x", "y": [ "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama", "Drama" ], "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "box": { "visible": true }, "hovertemplate": "žánr=%{y}
délka (minuty)=%{x}", "legendgroup": "Comedy", "marker": { "color": "#ab63fa" }, "name": "Comedy", "offsetgroup": "Comedy", "orientation": "h", "points": "outliers", "scalegroup": "True", "showlegend": true, "type": "violin", "x": { "bdata": "WgBJAFsAVQB4AGwAWwBeAF8AVQBmAHMARwBkAFAAUwBhAGMATABjAGYAUgBKAIgAVQBYAFgAYQBZAF4AZABhAFwAXQBlAFMATABmAF4AXQBeAFMAdQBSAF4AVABJAFgAYgBXAIUAZwBWAFIAeABcAEcAaABVAGAAawBZAGIAVgBTAF4ARwBQAHYATQBrAFYAbgBVAFUAYwBuAFsASwBZAIEAXQBYAGQAVgBxAEwAWgBfAH4AYgBXAFwAUAByAEoARwBsAGMATwBfAGEAbwBVAF4AXwBMAFcA", "dtype": "i2" }, "x0": " ", "xaxis": "x", "y": [ "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy", "Comedy" ], "y0": " ", "yaxis": "y" }, { "alignmentgroup": "True", "box": { "visible": true }, "hovertemplate": "žánr=%{y}
délka (minuty)=%{x}", "legendgroup": "Family", "marker": { "color": "#FFA15A" }, "name": "Family", "offsetgroup": "Family", "orientation": "h", "points": "outliers", "scalegroup": "True", "showlegend": true, "type": "violin", "x": { "bdata": "VUpJT2RaUGNSWlRNZF5TVF5YT1xUVmhrU1BQN1ZXU18=", "dtype": "i1" }, "x0": " ", "xaxis": "x", "y": [ "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family", "Family" ], "y0": " ", "yaxis": "y" } ], "layout": { "height": 600, "legend": { "title": { "text": "žánr" }, "tracegroupgap": 0 }, "showlegend": false, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Rozložení délky filmů podle žánru (5 nejčastějších)" }, "violinmode": "overlay", "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "délka (minuty)" } }, "yaxis": { "anchor": "x", "categoryarray": [ "Family", "Comedy", "Drama", "Romance", "Fantasy" ], "categoryorder": "array", "domain": [ 0, 1 ], "title": { "text": "žánr" } } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# určení 5 nejčastějších žánrů\n", "# sloučíme všechny seznamy žánrů do jedné řady, spočítáme četnost a vybereme pět nejčastějších\n", "top_genres = (\n", " pd.Series([g for sublist in df[\"genres_list\"] for g in sublist])\n", " .value_counts()\n", " .head(5)\n", " .index\n", ")\n", "\n", "# projdeme celý DataFrame a pro každou platnou délku filmu přidáme řádek s žánrem,\n", "# pokud patří mezi pět nejčastějších\n", "genre_duration_data = []\n", "for idx, row in df.iterrows():\n", " if not pd.isna(row[\"duration\"]) and row[\"duration\"] > 0:\n", " for genre in row[\"genres_list\"]:\n", " if genre in top_genres:\n", " genre_duration_data.append(\n", " {\"genre\": genre, \"duration\": row[\"duration\"]}\n", " )\n", "\n", "# vytvoříme DataFrame obsahující sloupce „genre“ a „duration“\n", "genre_duration_df = pd.DataFrame(genre_duration_data)\n", "\n", "# houslový graf: rozložení délek filmů pro každý z pěti nejčastějších žánrů\n", "fig = px.violin(\n", " genre_duration_df,\n", " y=\"genre\", # svislá osa – žánr\n", " x=\"duration\", # vodorovná osa – délka v minutách\n", " title=\"Rozložení délky filmů podle žánru (5 nejčastějších)\",\n", " labels={\"duration\": \"délka (minuty)\", \"genre\": \"žánr\"},\n", " color=\"genre\", # barevná odlišení žánrů\n", " box=True, # doplnění krabicového grafu dovnitř houslového\n", " points=\"outliers\", # zobrazí outliery jako body\n", ")\n", "\n", "# skryjeme legendu (barvy jsou dle osy y) a nastavíme výšku grafu\n", "fig.update_layout(showlegend=False, height=600)\n", "\n", "# vykreslíme graf\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "6a0f2388", "metadata": {}, "source": [ "### 3.14 3D bodový graf - hodnocení, hlasy a délka" ] }, { "cell_type": "code", "execution_count": 21, "id": "3e2ec73e", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "customdata": [ [ "Zlaté kapradí", 1963 ], [ "Predtucha", 1947 ], [ "Humoreska", 1949 ], [ "Summer with a Cowboy", 1976 ], [ "Happy End", 1968 ], [ "Otrávené svetlo", 1921 ], [ "C. a k. polní marsálek", 1930 ], [ "Long Live Ghosts!", 1977 ], [ "Witchhammer", 1970 ], [ "Uncle Cyril", 1989 ], [ "The Inheritance or Fuckoffguysgoodday", 1992 ], [ "I Killed Einstein, Gentlemen", 1970 ], [ "Dobrý voják Svejk", 1957 ], [ "I Dutifully Report", 1958 ], [ "Hostinec U kamenného stolu", 1949 ], [ "We'll Kick Up a Fuss Tomorrow, Darling...", 1976 ], [ "The Boxer and Death", 1963 ], [ "Oznamuje se láskám vasim", 1989 ], [ "The Merry Wives", 1940 ], [ "Accumulator 1", 1994 ], [ "Romeo, Julie a tma", 1960 ], [ "Sklenený dum", 1982 ], [ "Cosy Dens", 1999 ], [ "Pricházejí z tmy", 1954 ], [ "The Sorcerer's Apprentice", 1978 ], [ "The Inspector General", 1937 ], [ "Král Sumavy", 1959 ], [ "Jako zajíci", 1982 ], [ "Babí léto", 2001 ], [ "Oil Lamps", 1975 ], [ "The Pied Piper", 1986 ], [ "Valerie and Her Week of Wonders", 1970 ], [ "The Murderer Hides His Face", 1966 ], [ "Ecstasy", 1936 ], [ "The Stress of Youth", 1962 ], [ "Ze soboty na nedeli", 1931 ], [ "The Joke", 1969 ], [ "The Arrival from the Darkness", 1921 ], [ "Morgiana", 1983 ], [ "Toys in the Attic", 2009 ], [ "Little Otik", 2001 ], [ "Higher Principle", 1960 ], [ "Slunce, seno, jahody", 1984 ], [ "You Are a Widow, Sir!", 1971 ], [ "The Watermill Princess", 1994 ], [ "Mandragora", 1997 ], [ "Cuckoo in a Dark Forest", 1985 ], [ "The Girl on a Broomstick", 1972 ], [ "Chained Heat 2", 1993 ], [ "Men Without Wings", 1946 ], [ "Prague Nights", 1969 ], [ "One Life", 2024 ], [ "Dedeckem proti své vuli", 1939 ], [ "Fantastic Planet", 1973 ], [ "Stastnou cestu", 1943 ], [ "Expulsion from Paradise", 2001 ], [ "Cekání na dést", 1978 ], [ "I Enjoy the World with You", 1983 ], [ "The Last Butterfly", 1991 ], [ "The Ninth Heart", 1979 ], [ "Capricious Summer", 1968 ], [ "Ukradená vzducholod", 1967 ], [ "Ferat Vampire", 1982 ], [ "Kdyby tisíc klarinetu", 1965 ], [ "Conspirators of Pleasure", 1997 ], [ "Robinsonka", 1974 ], [ "Anthropoid", 2016 ], [ "Run, Waiter, Run!", 1983 ], [ "Protector", 2011 ], [ "Loves of a Blonde", 1966 ], [ "Telo bez duse", 1996 ], [ "The Mysterious Castle in the Carpathians", 1983 ], [ "Jan Hus", 1955 ], [ "White Paradise", 1924 ], [ "Filosofská historie", 1938 ], [ "Fruit of Paradise", 1970 ], [ "Marketa Lazarová", 1967 ], [ "Haskovy povidky ze stareho mocnarstvi", 1952 ], [ "Jan Rohác z Dubé", 1947 ], [ "Erotikon", 1929 ], [ "Trhák", 1981 ], [ "The Elementary School", 1993 ], [ "The Valley of the Bees", 1968 ], [ "Tonka Sibenice", 1931 ], [ "Nudity", 1990 ], [ "Hrátky s certem", 1957 ], [ "Babicka", 1940 ], [ "Closely Watched Trains", 1966 ], [ "Cutting it Short", 1983 ], [ "Tri kamarádi", 1947 ], [ "The Fabulous Baron Munchausen", 1962 ], [ "A Midsummer Night's Dream", 1959 ], [ "Adela Has Not Had Supper Yet", 1978 ], [ "Rozina, the Love Child", 1949 ], [ "Muj brácha má prima bráchu", 1975 ], [ "Starci na chmelu", 1964 ], [ "Hostel", 2006 ], [ "Invention for Destruction", 1958 ], [ "The Ear", 1990 ], [ "Larks on a String", 1990 ], [ "Jak se budí princezny", 1978 ], [ "Divided We Fall", 2000 ], [ "Bláznova kronika", 1964 ], [ "The Little Mermaid", 1976 ], [ "Krakatit", 1951 ], [ "The Proud Princess", 1952 ], [ "Dark Blue World", 2001 ], [ "At' zije Republika", 1965 ], [ "A Treasure on Bird Island", 1955 ], [ "Hríchy lásky", 1929 ], [ "'Ctyri vrazdy stací, drahousku'", 1971 ], [ "Lemonade Joe", 1967 ], [ "The Firemen's Ball", 1968 ], [ "Proti vsem", 1957 ], [ "Cesta do hlubin studákovy duse", 1939 ], [ "Wolf's Hole", 1987 ], [ "My Sweet Little Village", 1987 ], [ "Borders of Love", 2022 ], [ "The Assassination", 1965 ], [ "Howling II: ... Your Sister Is a Werewolf", 1986 ], [ "All My Loved Ones", 1999 ], [ "Setkání v cervenci", 1978 ], [ "Nemá barikáda", 1949 ], [ "Beloved", 2011 ], [ "Audition", 1968 ], [ "Ohnivé léto", 1939 ], [ "The End of Agent W4C", 1967 ], [ "Slunce, seno, erotika", 1991 ], [ "Three Wishes for Cinderella", 1973 ], [ "Snowpiercer", 2014 ], [ "Shadows of a Hot Summer", 1978 ], [ "Svatý Václav", 1930 ], [ "How About a Plate of Spinach?", 1977 ], [ "Visitors from the Arkana Galaxy", 1981 ], [ "Kocicí princ", 1979 ], [ "Smrt si ríká Engelchen", 1963 ], [ "Kulový blesk", 1979 ], [ "Pacientka Dr. Hegla", 1940 ], [ "Something Different", 1963 ], [ "Jan Zizka", 1956 ], [ "All My Good Countrymen", 1985 ], [ "Na samote u lesa", 1976 ], [ "Prace", 1960 ], [ "Alice", 1990 ], [ "Zelary", 2003 ], [ "Workers, Let's Go", 1938 ], [ "Beauty and the Beast", 1983 ], [ "Mrtvý mezi zivými", 1947 ], [ "When the Cat Comes", 1963 ], [ "Adelheid", 1970 ], [ "The Man from the First Century", 1962 ], [ "Nezbedný bakalár", 1946 ], [ "There Was Once a King...", 1955 ], [ "Medieval", 2022 ], [ "Skeleton on Horseback", 1940 ], [ "Fantom Morrisvillu", 1966 ], [ "Life Is Beautiful", 1940 ], [ "Roztomilý clovek", 1941 ], [ "La création du monde", 1958 ], [ "The Unfortunate Bridegroom", 1967 ], [ "Intimate Lighting", 1969 ], [ "The Secret of Steel City", 1979 ], [ "Darbuján a Pandrhola", 1960 ], [ "Lunacy", 2005 ], [ "Vrazda ing. Certa", 1970 ], [ "Pearls of the Deep", 1966 ], [ "Cesta hlubokým lesem", 1964 ], [ "Voyage to the End of the Universe", 1964 ], [ "Old Czech Legends", 1953 ], [ "Kluk za dve petky", 1983 ], [ "The Emperor and the Golem", 1955 ], [ "Akce B", 1952 ], [ "Black Peter", 1964 ], [ "Eva tropí hlouposti", 2014 ], [ "Baron Munchhausen", 1940 ], [ "The Painted Bird", 2020 ], [ "Beauty in Trouble", 2008 ], [ "Marecek, Pass Me the Pen!", 1976 ], [ "Daisies", 1966 ], [ "Poslední mohykán", 1948 ], [ "Spider-Man: Far from Home", 2019 ], [ "The Princess with the Golden Star", 1959 ], [ "Tomorrow I'll Wake Up and Scald Myself with Tea", 1977 ], [ "Pohádka máje", 1940 ], [ "Diamonds of the Night", 1968 ], [ "The Emperor's Nightingale", 1949 ], [ "Ohlédnutí", 1969 ], [ "Velbloud uchem jehly", 1939 ], [ "The Devil's Trap", 1964 ], [ "Slnko v sieti", 1963 ], [ "The White Dove", 1960 ], [ "Hra o jablko", 1978 ], [ "The Insanely Sad Princess", 1968 ], [ "Divá Bára", 1949 ], [ "I Served the King of England", 2007 ], [ "Nahota na prodej", 1993 ], [ "Nikdo nic nevi", 1947 ], [ "Ceský sen", 2007 ], [ "Velké trápení", 1975 ], [ "Requiem for a Maiden", 1992 ], [ "The Cremator", 1969 ], [ "Love Between the Raindrops", 1980 ], [ "Hostel: Part II", 2007 ], [ "Rodinné trampoty oficiála Trísky", 1949 ], [ "The False Prince", 1965 ], [ "Dívka v modrém", 1940 ], [ "Prstýnek", 1945 ], [ "Who Wants to Kill Jessie?", 1966 ], [ "Velká samota", 1960 ], [ "Hudba z Marsu", 1955 ], [ "On the Comet", 1970 ], [ "The Czech Year", 1947 ], [ "A Report on the Party and Guests", 1966 ], [ "Up and Down", 2004 ], [ "U pokladny stál...", 1939 ], [ "Day for My Love", 1977 ], [ "U peti veverek", 1944 ], [ "Christian", 1939 ], [ "Distant Journey", 1949 ], [ "Faust", 1995 ], [ "A Journey to the Beginning of Time", 1966 ], [ "Cikáni", 1922 ], [ "Kolya", 1997 ], [ "Ctrnáctý u stolu", 1943 ], [ "Skola základ zivota", 1938 ], [ "Waves", 2024 ], [ "Give the Devil His Due", 1985 ], [ "Spring Waters", 1968 ], [ "Virginity", 1937 ], [ "Dragon's Return", 1968 ], [ "The Good Soldier Schweik", 1954 ], [ "...and the Fifth Horseman Is Fear", 1968 ], [ "Takový je zivot", 1930 ], [ "A Pact with the Devil", 1967 ], [ "Carriage to Vienna", 1966 ] ], "hovertemplate": "počet hlasů=%{x}
délka (min)=%{y}
hodnocení IMDb=%{marker.color}
title=%{customdata[0]}
year=%{customdata[1]}", "legendgroup": "", "marker": { "color": { "bdata": "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", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "scene": "scene", "showlegend": false, "type": "scatter3d", "x": { "bdata": "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", "dtype": "f8" }, "y": { "bdata": "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", "dtype": "i2" }, "z": { "bdata": "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", "dtype": "f8" } } ], "layout": { "coloraxis": { "colorbar": { "title": { "text": "hodnocení IMDb" } }, "colorscale": [ [ 0, "#30123b" ], [ 0.07142857142857142, "#4145ab" ], [ 0.14285714285714285, "#4675ed" ], [ 0.21428571428571427, "#39a2fc" ], [ 0.2857142857142857, "#1bcfd4" ], [ 0.35714285714285715, "#24eca6" ], [ 0.42857142857142855, "#61fc6c" ], [ 0.5, "#a4fc3b" ], [ 0.5714285714285714, "#d1e834" ], [ 0.6428571428571429, "#f3c63a" ], [ 0.7142857142857143, "#fe9b2d" ], [ 0.7857142857142857, "#f36315" ], [ 0.8571428571428571, "#d93806" ], [ 0.9285714285714286, "#b11901" ], [ 1, "#7a0402" ] ] }, "height": 600, "legend": { "tracegroupgap": 0 }, "scene": { "domain": { "x": [ 0, 1 ], "y": [ 0, 1 ] }, "xaxis": { "title": { "text": "počet hlasů" } }, "yaxis": { "title": { "text": "délka (min)" } }, "zaxis": { "title": { "text": "hodnocení IMDb" } } }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "3D vizualizace: hodnocení, hlasy a délka" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# odebereme řádky s chybějícími hodnotami hodnocení, hlasů a délky\n", "df_3d = df.dropna(subset=[\"rating\", \"votes\", \"duration\"])\n", "\n", "# vyloučíme filmy s nulovou nebo zápornou délkou\n", "df_3d = df_3d[df_3d[\"duration\"] > 0]\n", "\n", "# 3D scatter plot – osa X: počet hlasů, osa Y: délka, osa z: hodnocení\n", "fig = px.scatter_3d(\n", " df_3d,\n", " x=\"votes\", # počet hlasů (logaritimická škála se může automaticky nastavit)\n", " y=\"duration\", # délka filmu v minutách\n", " z=\"rating\", # průměrné hodnocení IMDb\n", " color=\"rating\", # barva bodů podle hodnocení (kontinuální škála)\n", " title=\"3D vizualizace: hodnocení, hlasy a délka\",\n", " labels={ # popisky os\n", " \"votes\": \"počet hlasů\",\n", " \"duration\": \"délka (min)\",\n", " \"rating\": \"hodnocení IMDb\",\n", " },\n", " hover_data=[\"title\", \"year\"], # při přejetí myši zobrazí název filmu a rok\n", " color_continuous_scale=\"Turbo\", # barevná škála pro hodnocení\n", " size_max=10, # maximální velikost bodu (použito jen pro velikost podle počtu hlasů, pokud by byl zadán parametr size)\n", ")\n", "\n", "# nastavíme výšku grafu\n", "fig.update_layout(height=600)\n", "\n", "# vykreslíme 3D graf\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "cc229b1c", "metadata": {}, "source": [ "### 3.15 3D bodový graf - hodnocení, hlasy a délka (varianta s logaritmickou osou pro hlasy)" ] }, { "cell_type": "code", "execution_count": 22, "id": "3d128377", "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "customdata": [ [ "Zlaté kapradí", 1963, 166 ], [ "Predtucha", 1947, 31 ], [ "Humoreska", 1949, 19 ], [ "Summer with a Cowboy", 1976, 232 ], [ "Happy End", 1968, 1500 ], [ "Otrávené svetlo", 1921, 37 ], [ "C. a k. polní marsálek", 1930, 180 ], [ "Long Live Ghosts!", 1977, 790 ], [ "Witchhammer", 1970, 3100 ], [ "Uncle Cyril", 1989, 204 ], [ "The Inheritance or Fuckoffguysgoodday", 1992, 2700 ], [ "I Killed Einstein, Gentlemen", 1970, 619 ], [ "Dobrý voják Svejk", 1957, 1500 ], [ "I Dutifully Report", 1958, 878 ], [ "Hostinec U kamenného stolu", 1949, 122 ], [ "We'll Kick Up a Fuss Tomorrow, Darling...", 1976, 343 ], [ "The Boxer and Death", 1963, 414 ], [ "Oznamuje se láskám vasim", 1989, 160 ], [ "The Merry Wives", 1940, 121 ], [ "Accumulator 1", 1994, 1700 ], [ "Romeo, Julie a tma", 1960, 480 ], [ "Sklenený dum", 1982, 31 ], [ "Cosy Dens", 1999, 6600 ], [ "Pricházejí z tmy", 1954, 17 ], [ "The Sorcerer's Apprentice", 1978, 1300 ], [ "The Inspector General", 1937, 151 ], [ "Král Sumavy", 1959, 214 ], [ "Jako zajíci", 1982, 47 ], [ "Babí léto", 2001, 1900 ], [ "Oil Lamps", 1975, 421 ], [ "The Pied Piper", 1986, 2000 ], [ "Valerie and Her Week of Wonders", 1970, 12000 ], [ "The Murderer Hides His Face", 1966, 217 ], [ "Ecstasy", 1936, 2900 ], [ "The Stress of Youth", 1962, 83 ], [ "Ze soboty na nedeli", 1931, 214 ], [ "The Joke", 1969, 1800 ], [ "The Arrival from the Darkness", 1921, 126 ], [ "Morgiana", 1983, 1700 ], [ "Toys in the Attic", 2009, 840 ], [ "Little Otik", 2001, 7100 ], [ "Higher Principle", 1960, 700 ], [ "Slunce, seno, jahody", 1984, 1700 ], [ "You Are a Widow, Sir!", 1971, 891 ], [ "The Watermill Princess", 1994, 700 ], [ "Mandragora", 1997, 1300 ], [ "Cuckoo in a Dark Forest", 1985, 118 ], [ "The Girl on a Broomstick", 1972, 1700 ], [ "Chained Heat 2", 1993, 1500 ], [ "Men Without Wings", 1946, 170 ], [ "Prague Nights", 1969, 202 ], [ "One Life", 2024, 33000 ], [ "Dedeckem proti své vuli", 1939, 63 ], [ "Fantastic Planet", 1973, 39000 ], [ "Stastnou cestu", 1943, 54 ], [ "Expulsion from Paradise", 2001, 293 ], [ "Cekání na dést", 1978, 124 ], [ "I Enjoy the World with You", 1983, 1600 ], [ "The Last Butterfly", 1991, 332 ], [ "The Ninth Heart", 1979, 309 ], [ "Capricious Summer", 1968, 1700 ], [ "Ukradená vzducholod", 1967, 701 ], [ "Ferat Vampire", 1982, 716 ], [ "Kdyby tisíc klarinetu", 1965, 287 ], [ "Conspirators of Pleasure", 1997, 3800 ], [ "Robinsonka", 1974, 70 ], [ "Anthropoid", 2016, 57000 ], [ "Run, Waiter, Run!", 1983, 2400 ], [ "Protector", 2011, 918 ], [ "Loves of a Blonde", 1966, 9800 ], [ "Telo bez duse", 1996, 725 ], [ "The Mysterious Castle in the Carpathians", 1983, 1600 ], [ "Jan Hus", 1955, 244 ], [ "White Paradise", 1924, 44 ], [ "Filosofská historie", 1938, 21 ], [ "Fruit of Paradise", 1970, 1300 ], [ "Marketa Lazarová", 1967, 6300 ], [ "Haskovy povidky ze stareho mocnarstvi", 1952, 57 ], [ "Jan Rohác z Dubé", 1947, 59 ], [ "Erotikon", 1929, 672 ], [ "Trhák", 1981, 360 ], [ "The Elementary School", 1993, 3400 ], [ "The Valley of the Bees", 1968, 2000 ], [ "Tonka Sibenice", 1931, 173 ], [ "Nudity", 1990, 47 ], [ "Hrátky s certem", 1957, 348 ], [ "Babicka", 1940, 136 ], [ "Closely Watched Trains", 1966, 14000 ], [ "Cutting it Short", 1983, 2800 ], [ "Tri kamarádi", 1947, 10 ], [ "The Fabulous Baron Munchausen", 1962, 3300 ], [ "A Midsummer Night's Dream", 1959, 502 ], [ "Adela Has Not Had Supper Yet", 1978, 2100 ], [ "Rozina, the Love Child", 1949, 27 ], [ "Muj brácha má prima bráchu", 1975, 175 ], [ "Starci na chmelu", 1964, 462 ], [ "Hostel", 2006, 197000 ], [ "Invention for Destruction", 1958, 2900 ], [ "The Ear", 1990, 3500 ], [ "Larks on a String", 1990, 2300 ], [ "Jak se budí princezny", 1978, 734 ], [ "Divided We Fall", 2000, 5500 ], [ "Bláznova kronika", 1964, 554 ], [ "The Little Mermaid", 1976, 940 ], [ "Krakatit", 1951, 506 ], [ "The Proud Princess", 1952, 948 ], [ "Dark Blue World", 2001, 6200 ], [ "At' zije Republika", 1965, 324 ], [ "A Treasure on Bird Island", 1955, 132 ], [ "Hríchy lásky", 1929, 28 ], [ "'Ctyri vrazdy stací, drahousku'", 1971, 857 ], [ "Lemonade Joe", 1967, 3200 ], [ "The Firemen's Ball", 1968, 13000 ], [ "Proti vsem", 1957, 146 ], [ "Cesta do hlubin studákovy duse", 1939, 625 ], [ "Wolf's Hole", 1987, 811 ], [ "My Sweet Little Village", 1987, 5000 ], [ "Borders of Love", 2022, 997 ], [ "The Assassination", 1965, 491 ], [ "Howling II: ... Your Sister Is a Werewolf", 1986, 8600 ], [ "All My Loved Ones", 1999, 605 ], [ "Setkání v cervenci", 1978, 163 ], [ "Nemá barikáda", 1949, 94 ], [ "Beloved", 2011, 2600 ], [ "Audition", 1968, 836 ], [ "Ohnivé léto", 1939, 41 ], [ "The End of Agent W4C", 1967, 382 ], [ "Slunce, seno, erotika", 1991, 1100 ], [ "Three Wishes for Cinderella", 1973, 13000 ], [ "Snowpiercer", 2014, 405000 ], [ "Shadows of a Hot Summer", 1978, 354 ], [ "Svatý Václav", 1930, 30 ], [ "How About a Plate of Spinach?", 1977, 815 ], [ "Visitors from the Arkana Galaxy", 1981, 619 ], [ "Kocicí princ", 1979, 84 ], [ "Smrt si ríká Engelchen", 1963, 251 ], [ "Kulový blesk", 1979, 859 ], [ "Pacientka Dr. Hegla", 1940, 19 ], [ "Something Different", 1963, 910 ], [ "Jan Zizka", 1956, 194 ], [ "All My Good Countrymen", 1985, 1200 ], [ "Na samote u lesa", 1976, 1700 ], [ "Prace", 1960, 126 ], [ "Alice", 1990, 15000 ], [ "Zelary", 2003, 3800 ], [ "Workers, Let's Go", 1938, 229 ], [ "Beauty and the Beast", 1983, 2000 ], [ "Mrtvý mezi zivými", 1947, 43 ], [ "When the Cat Comes", 1963, 2200 ], [ "Adelheid", 1970, 1000 ], [ "The Man from the First Century", 1962, 192 ], [ "Nezbedný bakalár", 1946, 40 ], [ "There Was Once a King...", 1955, 1400 ], [ "Medieval", 2022, 14000 ], [ "Skeleton on Horseback", 1940, 399 ], [ "Fantom Morrisvillu", 1966, 465 ], [ "Life Is Beautiful", 1940, 45 ], [ "Roztomilý clovek", 1941, 162 ], [ "La création du monde", 1958, 410 ], [ "The Unfortunate Bridegroom", 1967, 231 ], [ "Intimate Lighting", 1969, 1700 ], [ "The Secret of Steel City", 1979, 333 ], [ "Darbuján a Pandrhola", 1960, 444 ], [ "Lunacy", 2005, 4100 ], [ "Vrazda ing. Certa", 1970, 274 ], [ "Pearls of the Deep", 1966, 843 ], [ "Cesta hlubokým lesem", 1964, 20 ], [ "Voyage to the End of the Universe", 1964, 3200 ], [ "Old Czech Legends", 1953, 302 ], [ "Kluk za dve petky", 1983, 36 ], [ "The Emperor and the Golem", 1955, 1500 ], [ "Akce B", 1952, 39 ], [ "Black Peter", 1964, 3200 ], [ "Eva tropí hlouposti", 2014, 374 ], [ "Baron Munchhausen", 1940, 177 ], [ "The Painted Bird", 2020, 8200 ], [ "Beauty in Trouble", 2008, 1000 ], [ "Marecek, Pass Me the Pen!", 1976, 2400 ], [ "Daisies", 1966, 16000 ], [ "Poslední mohykán", 1948, 93 ], [ "Spider-Man: Far from Home", 2019, 591000 ], [ "The Princess with the Golden Star", 1959, 1200 ], [ "Tomorrow I'll Wake Up and Scald Myself with Tea", 1977, 1500 ], [ "Pohádka máje", 1940, 32 ], [ "Diamonds of the Night", 1968, 3100 ], [ "The Emperor's Nightingale", 1949, 477 ], [ "Ohlédnutí", 1969, 34 ], [ "Velbloud uchem jehly", 1939, 49 ], [ "The Devil's Trap", 1964, 833 ], [ "Slnko v sieti", 1963, 1000 ], [ "The White Dove", 1960, 821 ], [ "Hra o jablko", 1978, 317 ], [ "The Insanely Sad Princess", 1968, 889 ], [ "Divá Bára", 1949, 154 ], [ "I Served the King of England", 2007, 8400 ], [ "Nahota na prodej", 1993, 120 ], [ "Nikdo nic nevi", 1947, 108 ], [ "Ceský sen", 2007, 2400 ], [ "Velké trápení", 1975, 33 ], [ "Requiem for a Maiden", 1992, 413 ], [ "The Cremator", 1969, 12000 ], [ "Love Between the Raindrops", 1980, 280 ], [ "Hostel: Part II", 2007, 99000 ], [ "Rodinné trampoty oficiála Trísky", 1949, 76 ], [ "The False Prince", 1965, 93 ], [ "Dívka v modrém", 1940, 195 ], [ "Prstýnek", 1945, 70 ], [ "Who Wants to Kill Jessie?", 1966, 1200 ], [ "Velká samota", 1960, 32 ], [ "Hudba z Marsu", 1955, 110 ], [ "On the Comet", 1970, 714 ], [ "The Czech Year", 1947, 134 ], [ "A Report on the Party and Guests", 1966, 1900 ], [ "Up and Down", 2004, 2000 ], [ "U pokladny stál...", 1939, 446 ], [ "Day for My Love", 1977, 164 ], [ "U peti veverek", 1944, 51 ], [ "Christian", 1939, 478 ], [ "Distant Journey", 1949, 453 ], [ "Faust", 1995, 4500 ], [ "A Journey to the Beginning of Time", 1966, 2700 ], [ "Cikáni", 1922, 50 ], [ "Kolya", 1997, 17000 ], [ "Ctrnáctý u stolu", 1943, 28 ], [ "Skola základ zivota", 1938, 446 ], [ "Waves", 2024, 1500 ], [ "Give the Devil His Due", 1985, 1500 ], [ "Spring Waters", 1968, 33 ], [ "Virginity", 1937, 124 ], [ "Dragon's Return", 1968, 464 ], [ "The Good Soldier Schweik", 1954, 204 ], [ "...and the Fifth Horseman Is Fear", 1968, 678 ], [ "Takový je zivot", 1930, 150 ], [ "A Pact with the Devil", 1967, 93 ], [ "Carriage to Vienna", 1966, 1200 ] ], "hovertemplate": "počet hlasů (log10)=%{x}
délka (min)=%{y}
hodnocení IMDb=%{marker.color}
title=%{customdata[0]}
year=%{customdata[1]}
votes=%{customdata[2]}", "legendgroup": "", "marker": { "color": { "bdata": "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", "dtype": "f8" }, "coloraxis": "coloraxis", "symbol": "circle" }, "mode": "markers", "name": "", "scene": "scene", "showlegend": false, "type": "scatter3d", "x": { "bdata": "rLx9B8jCAUDmZ1gUntz3PxDB+1XGdfQ/tX/x9oTsAkCAC7aIomgJQIBg5rBaF/k/v+SnT8wKAkC3xMgcVy4HQPMzLApP7gtAC5iXYR96AkA/8F3YbnMLQC+5MOhhVQZAgAu2iKJoCUAvLU7aRowHQDh9Q2zdsABAL5maSEhIBEB/4fXfne8EQP+8T6gJogFAb8VQYIupAEDMvqWa9dcJQL+3GZsucwVA5mdYFJ7c9z+3TAYNbY4OQJd9SzXrr/M/KAneIVvpCECJ5Tp3i24BQDx29fmvpAJAnrr4runA+j+I4P0q4zoKQIK9iJyH/gRAQO8TaoJoCkCg7HjjFFEQQANnCs0RsQJA9bG1uP2yC0DZmtM6i7T+Pzx29fmvpAJAv+SnT8wKCkDPF4YSj80AQMy+pZr11wlATwzQiexkB0AqkIGJYM8OQBAz3sLCwgZAzL6lmvXXCUC2TVB7WZkHQBAz3sLCwgZAKAneIVvpCEC3Z7TfNpMAQMy+pZr11wlAgAu2iKJoCUDMvqWa9dcBQBt/DA9ccQJAuy55UfUSEkAeUeRQGcr8P/QBVApAXRJA/r7jhOK3+z+j20cXJbwDQHMSVN5TvwBA/7xPqAmiCUDsq5FxSisEQG447Flv6wNAzL6lmvXXCUAbcObOB8QGQOHkfaPc1gZAPDnf+72pA0DIzxGVZaMMQCBmvIWFhf0/pO3jDgQGE0B/yAUxrAoLQEqeF93mswdAX1XQ7wfuD0B1043k+OEGQP+8T6gJoglAd2xX1l8ZA0BugqAIlUv6P59bUGvPJ/U/KAneIVvpCECPKHKoDGUOQJC2jzsQGPw/7vBA62hV/D8P2gvIc54GQP/Tu7lOcwRAC665BHhADEBA7xNqgmgKQAEHH7eE5wFAnrr4runA+j80i6d/J1UEQIuM4dh8EQFAKBF5lqKVEECQEQaXx5MLQAAAAAAAAPA/d13youolDECDluqMCpsFQM8tqLXnkwpAfuC7sN3m9j+QVLbuvfEBQMd/5M8vUQVA9Y/sjYgtFUD1sbW4/bILQNBDylhAWgxAwPxNkNHkCkC17EwO8uwGQHdzFEZD7A1AQR9eP7XyBUCPTJBB98gHQLdOiqoZogVA9p2644DQB0AzI0B00VYOQH7JT5+YFQRA9zsad+/2AEAfIwwujyf3P4ekL6a+dgdAP6xjEowKDECUBO+QrXQQQHLJ5DqYUAFAAUOwV/ZdBkBOwMG5rEUHQMAQ7JV9lw1AEvoc41P9B0DwT7y7VYcFQLsH8lLaeQ9AL9Y89ghBBkCvQCxqj7IBQB2ZIIPukf8/Z/jxi91RC0C/IU6vrWAHQFgMAnL2zfk/mz4f1hCoBEC3YiiwxVQIQJQE75CtdBBA3/2JsAhuFkB2Yn7SW2QEQH/1k+VJovc/b1EYAA1KB0AvuTDoYVUGQJ4YoBPZyf4/Q6fWIogyA0D3vWpo0XgHQBDB+1XGdfQ/Nzy85B2sB0CnQk7+ak0CQD/Z8cYpoghAzL6lmvXXCUDPF4YSj80AQMAFW0RRtBBAyM8RlWWjDEC9uORs8eACQEDvE2qCaApA9TC80a8i+j/3UTwaSL0KQAAAAAAAAAhAP5ZBbzNEAkD/vE+oCaL5P1Ai8ixFKwlAKBF5lqKVEEBYDqbgys4EQHM/4pLxVgVAfwwA945z+j8+2js1Fq0BQCwGATn75gRAh5DQZa3oAkDMvqWa9dcJQL8lBz73LQRAfwllH9ctBUAsBgE5++YMQAr0+F2DgANAdPyVSRhoB0CA3ifUBNH0Pz+sYxKMCgxAydRO4Q3XA0D+p3dzneb4P4ALtoiiaAlAzgdQKQB1+T8/rGMSjAoMQMMQ4rQ9lQRAN3NqaNn7AUBs9RSjfU8PQAAAAAAAAAhAf8gFMawKC0CA3ifUBNEQQGVd7Pnnfv8/VI1RBxsWF0A/2fHGKaIIQIALtoiiaAlAf1jHJBgV+D/zMywKT+4LQKGyPQubbQVAF1xzCfCA+D8/zHgLCwv7P+skYiB7XQdAAAAAAAAACEDyMSklk1AHQEGqxFsrAgRA+95zzlmXB0AHhRrdCoABQE8M0InsZA9AP9nxximiAEC/zoWsc0QAQH/IBTGsCgtA7rrkRdVL+D+Hq344d+0EQKDseOMUURBAkBEGl8eTA0AbLN7Kh/sTQBB+S/7PF/4/ZV3s+ed+/z+nFJSq/VECQCBmvIWFhf0/P9nxximiCEB/WMckGBX4P7diKLDFVABA29thul/UBkDXIUGFTwQBQIjg/SrjOgpAQO8TaoJoCkBKknJ51jEFQKzkKA0AuAFAFnPfGjVS+z9Rg5/kd28FQEngBGqwPwVAPwaAe8c5DUA/8F3YbnMLQIAh2Cv7Lvs/Zt9SzfrrEEAfIwwujyf3P0qScnnWMQVAgAu2iKJoCUCAC7aIomgJQO665EXVS/g/cxJU3lO/AED0bgVhB1UFQAuYl2EfegJAK/z0wFumBkCAC7aIomgBQGVd7Pnnfv8/P9nxximiCEA=", "dtype": "f8" }, "y": { "bdata": "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", "dtype": "i2" }, "z": { "bdata": "AAAAAAAAHEAzMzMzMzMbQGZmZmZmZhZAzczMzMzMGkAzMzMzMzMfQJqZmZmZmRtAMzMzMzMzG0BmZmZmZmYeQM3MzMzMzB5AzczMzMzMGkBmZmZmZmYeQDMzMzMzMxtAmpmZmZmZHUCamZmZmZkdQDMzMzMzMx1AZmZmZmZmHEDNzMzMzMweQJqZmZmZmRtAZmZmZmZmHEAAAAAAAAAcQAAAAAAAAB5AZmZmZmZmFkAzMzMzMzMgQGZmZmZmZhBAAAAAAAAAHkAAAAAAAAAcQAAAAAAAABpAAAAAAAAAGkCamZmZmZkdQM3MzMzMzBxAMzMzMzMzH0AAAAAAAAAcQJqZmZmZmR1AZmZmZmZmGkBmZmZmZmYcQJqZmZmZmRtAZmZmZmZmHEAzMzMzMzMZQM3MzMzMzBxAmpmZmZmZGUAzMzMzMzMdQJqZmZmZmSBAAAAAAAAAHECamZmZmZkdQAAAAAAAABhAZmZmZmZmGkBmZmZmZmYaQDMzMzMzMx1AAAAAAAAADEAzMzMzMzMZQM3MzMzMzBpAAAAAAAAAHkCamZmZmZkZQM3MzMzMzB5AmpmZmZmZHUBmZmZmZmYUQM3MzMzMzBpAZmZmZmZmHkAAAAAAAAAcQM3MzMzMzBpAmpmZmZmZG0AzMzMzMzMdQDMzMzMzMxdAzczMzMzMHEAzMzMzMzMdQDMzMzMzMxlAzczMzMzMHECamZmZmZkfQGZmZmZmZhxAAAAAAAAAHkDNzMzMzMwaQM3MzMzMzBxAmpmZmZmZG0DNzMzMzMwWQJqZmZmZmRlAzczMzMzMGkCamZmZmZkfQAAAAAAAABxAmpmZmZmZGUBmZmZmZmYcQAAAAAAAABxAzczMzMzMHkDNzMzMzMweQAAAAAAAABxAmpmZmZmZGUDNzMzMzMweQJqZmZmZmRtAZmZmZmZmHkBmZmZmZmYeQJqZmZmZmRNAzczMzMzMHkBmZmZmZmYcQJqZmZmZmR1AAAAAAAAAGkDNzMzMzMwYQGZmZmZmZhxAmpmZmZmZF0AAAAAAAAAeQM3MzMzMzB5AMzMzMzMzHUAAAAAAAAAcQGZmZmZmZh5AzczMzMzMHEBmZmZmZmYcQDMzMzMzMx1AZmZmZmZmHkBmZmZmZmYcQGZmZmZmZh5AmpmZmZmZG0AAAAAAAAAcQJqZmZmZmR1AmpmZmZmZHUCamZmZmZkdQGZmZmZmZhpAAAAAAAAAIEAzMzMzMzMZQDMzMzMzMx9AAAAAAAAAFkAAAAAAAAAeQGZmZmZmZg5AMzMzMzMzHUDNzMzMzMwaQDMzMzMzMxtAZmZmZmZmGEAAAAAAAAAaQGZmZmZmZhhAAAAAAAAAHEAzMzMzMzMVQGZmZmZmZh5AZmZmZmZmHECamZmZmZkdQJqZmZmZmRlAAAAAAAAAHECamZmZmZkXQDMzMzMzMxlAZmZmZmZmHkDNzMzMzMweQM3MzMzMzBhAmpmZmZmZG0AzMzMzMzMbQAAAAAAAAB5AzczMzMzMHkCamZmZmZkbQJqZmZmZmR1AAAAAAAAAHkDNzMzMzMwcQAAAAAAAAB5AZmZmZmZmHEDNzMzMzMwcQDMzMzMzMx1AAAAAAAAAGEBmZmZmZmYcQAAAAAAAACBAmpmZmZmZF0AAAAAAAAAeQM3MzMzMzBxAMzMzMzMzHUBmZmZmZmYeQGZmZmZmZhxAzczMzMzMHkDNzMzMzMwcQJqZmZmZmRlAAAAAAAAAHkBmZmZmZmYcQM3MzMzMzBpAAAAAAAAAGkCamZmZmZkbQJqZmZmZmRtAMzMzMzMzHUDNzMzMzMwUQAAAAAAAACBAZmZmZmZmDkAAAAAAAAAcQJqZmZmZmR9AZmZmZmZmHkAzMzMzMzMdQM3MzMzMzBpAMzMzMzMzIEDNzMzMzMwcQGZmZmZmZh5AmpmZmZmZHUDNzMzMzMwcQGZmZmZmZhxAAAAAAAAAGEAzMzMzMzMdQM3MzMzMzBpAmpmZmZmZF0BmZmZmZmYaQAAAAAAAAB5AmpmZmZmZHUAAAAAAAAAeQJqZmZmZmRtAAAAAAAAAHkAAAAAAAAAcQDMzMzMzMx1AmpmZmZmZDUCamZmZmZkdQDMzMzMzMx1AzczMzMzMFkDNzMzMzMwcQAAAAAAAACBAmpmZmZmZHUAAAAAAAAAWQAAAAAAAABpAMzMzMzMzF0AzMzMzMzMdQJqZmZmZmR1AzczMzMzMHEAzMzMzMzMbQDMzMzMzMxVAMzMzMzMzG0BmZmZmZmYcQAAAAAAAABxAAAAAAAAAHEAAAAAAAAAgQDMzMzMzMxtAMzMzMzMzHUAzMzMzMzMfQDMzMzMzMx1AmpmZmZmZHUBmZmZmZmYcQDMzMzMzMxlAzczMzMzMHkCamZmZmZkbQJqZmZmZmR9AMzMzMzMzIEAAAAAAAAAgQJqZmZmZmRlAMzMzMzMzG0BmZmZmZmYcQJqZmZmZmR1AzczMzMzMHECamZmZmZkbQAAAAAAAABxAzczMzMzMHkA=", "dtype": "f8" } } ], "layout": { "coloraxis": { "colorbar": { "title": { "text": "hodnocení IMDb" } }, "colorscale": [ [ 0, "#30123b" ], [ 0.07142857142857142, "#4145ab" ], [ 0.14285714285714285, "#4675ed" ], [ 0.21428571428571427, "#39a2fc" ], [ 0.2857142857142857, "#1bcfd4" ], [ 0.35714285714285715, "#24eca6" ], [ 0.42857142857142855, "#61fc6c" ], [ 0.5, "#a4fc3b" ], [ 0.5714285714285714, "#d1e834" ], [ 0.6428571428571429, "#f3c63a" ], [ 0.7142857142857143, "#fe9b2d" ], [ 0.7857142857142857, "#f36315" ], [ 0.8571428571428571, "#d93806" ], [ 0.9285714285714286, "#b11901" ], [ 1, "#7a0402" ] ] }, "height": 600, "legend": { "tracegroupgap": 0 }, "scene": { "domain": { "x": [ 0, 1 ], "y": [ 0, 1 ] }, "xaxis": { "title": { "text": "počet hlasů (log10)" } }, "yaxis": { "title": { "text": "délka (min)" } }, "zaxis": { "title": { "text": "hodnocení IMDb" } } }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermap": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermap" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "3D vizualizace: hodnocení, hlasy (log) a délka" } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# vybereme jen řádky, kde jsou hodnocení, počet hlasů a délka filmu vyplněny\n", "df_3d = df.dropna(subset=[\"rating\", \"votes\", \"duration\"])\n", "\n", "# odfiltrujeme filmy s nulovou nebo zápornou délkou\n", "df_3d = df_3d[df_3d[\"duration\"] > 0]\n", "\n", "# pro logaritmickou škálu je potřeba mít kladné hodnoty hlasů\n", "df_3d = df_3d[df_3d[\"votes\"] > 0]\n", "\n", "# vytvoříme nový sloupec s logaritmem (základ 10) počtu hlasů\n", "df_3d[\"log_votes\"] = np.log10(df_3d[\"votes\"])\n", "\n", "\n", "# 3D rozptylový graf\n", "fig = px.scatter_3d(\n", " df_3d,\n", " x=\"log_votes\", # osa x – log10 počtu hlasů\n", " y=\"duration\", # osa y – délka filmu (minuty)\n", " z=\"rating\", # osa z – hodnocení IMDb\n", " color=\"rating\", # barva bodů podle hodnocení (kontinuální škála)\n", " title=\"3D vizualizace: hodnocení, hlasy (log) a délka\",\n", " labels={ # popisky os\n", " \"log_votes\": \"počet hlasů (log10)\",\n", " \"duration\": \"délka (min)\",\n", " \"rating\": \"hodnocení IMDb\",\n", " },\n", " hover_data=[\"title\", \"year\", \"votes\"], # v bublině zobrazíme i počet hlasů\n", " color_continuous_scale=\"Turbo\", # barevná škála pro hodnocení\n", " size_max=10, # maximální velikost bodu (použito jen pro velikost dle počtu hlasů, pokud by byl zadán parametr size)\n", ")\n", "\n", "# nastavíme výšku grafu\n", "fig.update_layout(height=600)\n", "\n", "# zobrazíme interaktivní 3D graf\n", "fig.show()" ] } ], "metadata": { "jupytext": { "cell_metadata_filter": "-all", "main_language": "python", "notebook_metadata_filter": "-all" }, "kernelspec": { "display_name": "jupyter", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }