From e648d196e0f0627721413127326e0c2c2a225e49 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Tue, 12 May 2026 15:11:32 +0100 Subject: [PATCH 01/15] deprecate sample_data --- doc/index.md | 13 +++++++------ hvplot/sample_data.py | 39 +++++++++++++++------------------------ 2 files changed, 22 insertions(+), 30 deletions(-) diff --git a/doc/index.md b/doc/index.md index a9763c788..1dc054b56 100644 --- a/doc/index.md +++ b/doc/index.md @@ -263,10 +263,11 @@ align: center :::{tab-item} Layout ```python import hvplot.pandas -from hvplot.sample_data import us_crime as df +from hvplot.sampledata import stocks -plot1 = df.hvplot(x='Year', y='Violent Crime rate', width=400) -plot2 = df.hvplot(x='Year', y='Burglary rate', width=400) +df = stocks('pandas') +plot1 = df.hvplot(x='date', y='Apple', width=400) +plot2 = df.hvplot(x='date', y='Google', width=400) plot1 + plot2 ``` ```{image} ./_static/home/layout.gif @@ -312,10 +313,10 @@ align: center :::{tab-item} Large Data ```python import hvplot.pandas -from hvplot.sample_data import catalogue as cat +from hvplot.sampledata import nyc_taxi_remote -df = cat.airline_flights.read() -df.hvplot.scatter(x='distance', y='airtime', rasterize=True, cnorm='eq_hist', width=500) +df = nyc_taxi_remote('pandas') +df.hvplot.scatter(x='trip_distance', y='passenger_count', rasterize=True, cnorm='eq_hist', width=500) ``` ```{image} ./_static/home/large_data.gif --- diff --git a/hvplot/sample_data.py b/hvplot/sample_data.py index 54a7e8ca6..f7edd6eb8 100644 --- a/hvplot/sample_data.py +++ b/hvplot/sample_data.py @@ -1,30 +1,21 @@ """ -Loads hvPlot sample data using intake catalogue. -""" +Deprecated. Use ``hvplot.sampledata`` instead. -import os +This module previously loaded hvPlot sample data using an intake catalogue. +It has been replaced by ``hvplot.sampledata``, which uses the ``hvsampledata`` +package and does not require intake. +""" -try: - from intake import open_catalog - import intake_parquet # noqa - import intake_xarray # noqa - import s3fs # noqa -except ImportError: - raise ImportError( - """Loading hvPlot sample data requires: - * intake - * intake-parquet - * intake-xarray - * s3fs - Install these using conda or pip before loading data.""" - ) +import warnings -_file_path = os.path.dirname(__file__) -_cat_path = os.path.join(_file_path, 'datasets.yaml') +from .util import _find_stack_level -# Load catalogue -catalogue = open_catalog(_cat_path) +warnings.warn( + "The 'hvplot.sample_data' module is deprecated and will be removed in a " + "future version. Use 'hvplot.sampledata' instead.", + FutureWarning, + stacklevel=_find_stack_level(), +) -# Add catalogue entries to namespace -for _c in catalogue: - globals()[_c] = catalogue[_c] +from .sampledata import * # noqa: F401, F403, E402 +from .sampledata import __getattr__ # noqa: F401, E402 From d75306982258ae963959dc2b6022543ca1db9411 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Tue, 12 May 2026 15:14:21 +0100 Subject: [PATCH 02/15] add test --- hvplot/tests/testdeprecations.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/hvplot/tests/testdeprecations.py b/hvplot/tests/testdeprecations.py index 98e32afee..05e401d93 100644 --- a/hvplot/tests/testdeprecations.py +++ b/hvplot/tests/testdeprecations.py @@ -2,6 +2,8 @@ Tests for deprecation warnings. """ +import sys +import importlib import pandas as pd import pytest @@ -28,3 +30,9 @@ def test_converter_argument_hover_formatters(): df = pd.DataFrame({'x': [0, 1], 'y': [0, 1]}) with pytest.warns(DeprecationWarning): HoloViewsConverter(df, 'x', 'y', hover_formatters={'@{y}': 'printf'}) + + +def test_sample_data_deprecation(): + with pytest.warns(FutureWarning): + importlib.import_module('hvplot.sample_data') + sys.modules.pop('hvplot.sample_data', None) From 708e9dad82cd1e6fcdd5e47533e1fde71c151b41 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Tue, 12 May 2026 16:12:05 +0100 Subject: [PATCH 03/15] update index page code/image --- doc/_static/home/large_data.gif | Bin 267815 -> 728582 bytes doc/index.md | 6 +++--- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/_static/home/large_data.gif b/doc/_static/home/large_data.gif index d232352ed962fe063f92fdea87901d37ce2fcc50..6eb1bf3a4cd211c059f2dcda2073d76296c19f3c 100644 GIT binary patch literal 728582 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+313,10 @@ align: center :::{tab-item} Large Data ```python import hvplot.pandas -from hvplot.sampledata import nyc_taxi_remote +from hvplot.sampledata import synthetic_clusters -df = nyc_taxi_remote('pandas') -df.hvplot.scatter(x='trip_distance', y='passenger_count', rasterize=True, cnorm='eq_hist', width=500) +df = synthetic_clusters('pandas') +df.hvplot.points(datashade=True, by='cat', width=500) ``` ```{image} ./_static/home/large_data.gif --- From 1be5e06d0304247ccd0d7e551c30cfe174831572 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Wed, 13 May 2026 17:59:01 +0100 Subject: [PATCH 04/15] update examples to use sampledata --- doc/user_guide/Plotting.ipynb | 137 +++++++------ doc/user_guide/Plotting_Extensions.ipynb | 34 ++-- doc/user_guide/Plotting_with_Matplotlib.ipynb | 183 ++++++++---------- doc/user_guide/Plotting_with_Plotly.ipynb | 139 +++++++------ doc/user_guide/Subplots.ipynb | 26 ++- doc/user_guide/Viewing.ipynb | 19 +- 6 files changed, 273 insertions(+), 265 deletions(-) diff --git a/doc/user_guide/Plotting.ipynb b/doc/user_guide/Plotting.ipynb index aa452700a..74c37c17d 100644 --- a/doc/user_guide/Plotting.ipynb +++ b/doc/user_guide/Plotting.ipynb @@ -39,7 +39,6 @@ "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", "import hvplot.pandas # noqa\n", "import hvplot.dask # noqa" ] @@ -54,10 +53,10 @@ "\n", "We will be focusing on two different datasets:\n", "\n", - "- A small CSV file of US crime data, broken down by state\n", - "- A larger Parquet-format file of airline flight data\n", + "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", + "- A larger synthetic dataset of points organised into 5 clusters\n", "\n", - "The ``hvplot.sample_data`` module makes these datasets Intake data catalogue, which we can load either using pandas:" + "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -66,11 +65,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sample_data import us_crime, airline_flights\n", + "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", "\n", - "crime = us_crime.read()\n", - "print(type(crime))\n", - "crime.head()" + "stocks = apple_stocks('pandas')\n", + "print(type(stocks))\n", + "stocks.head()" ] }, { @@ -86,9 +85,9 @@ "metadata": {}, "outputs": [], "source": [ - "flights = airline_flights.to_dask().persist()\n", - "print(type(flights))\n", - "flights.head()" + "clusters = synthetic_clusters('dask', lazy=True)\n", + "print(type(clusters))\n", + "clusters.head()" ] }, { @@ -102,7 +101,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The ``dask.dataframe.DataFrame.hvplot``, ``pandas.DataFrame.hvplot`` and ``intake.DataSource.plot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." + "The ``dask.dataframe.DataFrame.hvplot`` and ``pandas.DataFrame.hvplot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." ] }, { @@ -125,7 +124,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.line(x='Year', y='Violent Crime rate')" + "stocks.hvplot.line(x='date', y='close')" ] }, { @@ -141,14 +140,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate', kind='scatter')" + "stocks.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the departure delay ('depdelay') as a function of 'distance', grouping the data by the 'carrier'. There are many available carriers, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" ] }, { @@ -157,8 +156,8 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['OH', 'F9'])]\n", - "flight_subset.hvplot(x='distance', y='depdelay', by='carrier', kind='scatter', alpha=0.2, persist=True)" + "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", + "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter', alpha=0.2)" ] }, { @@ -167,7 +166,7 @@ "source": [ "Here we have specified the `x` axis explicitly, which can be omitted if the Pandas index column is already the desired x axis. Similarly, here we specified the `y` axis; by default all of the non-index columns would be plotted (which would be a lot of data in this case). If you don't specify the 'y' axis, it will have a default label named 'value', but you can then provide a y axis label explicitly using the ``value_label`` option.\n", "\n", - "Putting all of this together we will plot violent crime, robbery, and burglary rates on the y-axis, specifying 'Year' as the x, and relabel the y-axis to display the 'Rate'." + "Putting all of this together we will plot the closing price, daily high and daily low on the y-axis, specifying 'date' as the x, and relabel the y-axis to display the 'Price (USD)'." ] }, { @@ -176,8 +175,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y=['Violent Crime rate', 'Robbery rate', 'Burglary rate'],\n", - " value_label='Rate (per 100k people)')" + "stocks.hvplot(x='date', y=['close', 'high', 'low'], value_label='Price (USD)')" ] }, { @@ -194,7 +192,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "crime.hvplot.\n", + "stocks.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -229,7 +227,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks.hvplot.area(x='date', y=['high', 'low'])" ] }, { @@ -245,14 +243,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Aggravated assault', 'Robbery'], stacked=False, alpha=0.4)" + "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value. For instance using the flights dataset we may want to see the spread in mean delay values across carriers. For that purpose we compute the mean delay by day and carrier and then the min/max mean delay for across all carriers. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator (\\*) to place the plots on top of each other." + "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -261,10 +259,13 @@ "metadata": {}, "outputs": [], "source": [ - "delay_min_max = flights.groupby(['day', 'carrier'])['carrier_delay'].mean().groupby('day').agg(['min', 'max'])\n", - "delay_mean = flights.groupby('day')['carrier_delay'].mean()\n", + "stocks['year'] = stocks['date'].dt.year\n", + "stocks['month'] = stocks['date'].dt.month\n", + "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", + "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", - "delay_min_max.hvplot.area(x='day', y='min', y2='max', alpha=0.2) * delay_mean.hvplot()" + "y_min_max.hvplot.area(x='year', y='min', y2='max', alpha=0.2) * y_mean.hvplot()" ] }, { @@ -273,7 +274,7 @@ "source": [ "#### Bars\n", "\n", - "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the years easier to read:" + "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the dates easier to read:" ] }, { @@ -282,7 +283,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90)" + "stocks_subset = stocks[:50]\n", + "stocks_subset.hvplot.bar(x='date', y='close', rot=90)" ] }, { @@ -298,7 +300,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y=['Violent crime total', 'Property crime total'],\n", + "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=800, legend='top_left')" ] }, @@ -317,7 +319,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.scatter(x='Violent Crime rate', y='Burglary rate', c='Year')" + "penguins = penguins('pandas')\n", + "penguins.hvplot.scatter(x='bill_length_mm', y='bill_depth_mm', c='body_mass_g')" ] }, { @@ -342,7 +345,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.step(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks_subset.hvplot.step(x='date', y=['high', 'low'])" ] }, { @@ -351,7 +354,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since these data are not regularly distributed, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." ] }, { @@ -360,7 +363,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.hexbin(x='airtime', y='arrdelay', width=600, height=500, logz=True)" + "penguins.hvplot.hexbin(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -378,7 +381,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bivariate(x='Violent Crime rate', y='Burglary rate', width=600, height=500)" + "penguins.hvplot.bivariate(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -387,7 +390,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we plot the 'depdelay' (i.e. departure delay) for each day of the month and carrier in the dataset:" + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it." ] }, { @@ -396,7 +399,19 @@ "metadata": {}, "outputs": [], "source": [ - "flights.compute().hvplot.heatmap(x='day', y='carrier', C='depdelay', reduce_function=np.mean, colorbar=True)" + "corr = penguins[[c for c in penguins.columns if c.split(\"_\")[-1] in (\"mm\", \"g\")]].corr()\n", + "# Convert to long-form for heatmap\n", + "corr_df = corr.stack().reset_index()\n", + "corr_df.columns = ['variable_1', 'variable_2', 'correlation']\n", + "\n", + "corr_df.hvplot.heatmap(\n", + " x='variable_1',\n", + " y='variable_2',\n", + " C='correlation',\n", + " cmap='coolwarm',\n", + " clim=(-1, 1),\n", + " title='Correlation Heatmap',\n", + ")" ] }, { @@ -414,7 +429,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.table(columns=['Year', 'Population', 'Violent Crime rate'], width=400)" + "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -431,7 +446,7 @@ "\n", "#### Histogram\n", "\n", - "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the 'Violent Crime rate'. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" + "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the closing price. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" ] }, { @@ -440,7 +455,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.hist(y='Violent Crime rate')" + "stocks.hvplot.hist(y='close')" ] }, { @@ -456,15 +471,15 @@ "metadata": {}, "outputs": [], "source": [ - "columns = ['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" + "columns = ['close', 'high', 'low']\n", + "stocks.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can also group the data by another variable. Here we'll use ``subplots`` to split each carrier out into its own plot:" + "We can also group the data by another variable. Here we'll use ``subplots`` to split each cluster category out into its own plot:" ] }, { @@ -473,8 +488,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.hist('depdelay', by='carrier', bins=20, bin_range=(-20, 100), width=300, subplots=True)" + "stocks.hvplot.hist(y=columns, legend='top', width=300, subplots=True)" ] }, { @@ -492,7 +506,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.kde(y='Violent Crime rate')" + "stocks.hvplot.kde(y='close')" ] }, { @@ -508,8 +522,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.kde(y=columns, alpha=0.5, value_label='Rate', legend='top_right')" + "columns=['close', 'high', 'low']\n", + "stocks.hvplot.kde(y=columns, alpha=0.5, value_label='Price (USD)', legend='top_right')" ] }, { @@ -525,8 +539,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.kde('depdelay', by='carrier', xlim=(-20, 70), width=300, subplots=True)" + "penguins.hvplot.kde('body_mass_g', by='species', width=300, subplots=True)" ] }, { @@ -544,7 +557,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.box(y='Violent Crime rate')" + "penguins.hvplot.box(y='body_mass_g')" ] }, { @@ -560,9 +573,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Burglary rate', 'Larceny-theft rate', 'Motor vehicle theft rate',\n", - " 'Property crime rate', 'Violent Crime rate']\n", - "crime.hvplot.box(y=columns, group_label='Crime', legend=False, value_label='Rate (per 100k)', invert=True)" + "columns=['bill_length_mm', 'bill_depth_mm', 'flipper_length_mm']\n", + "penguins.hvplot.box(y=columns, legend=False, group_label='Body Part', value_label='Size (mm)', invert=True)" ] }, { @@ -578,8 +590,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.box('depdelay', by='carrier', ylim=(-10, 70))" + "penguins.hvplot.box(y='body_mass_g', by='species')" ] }, { @@ -603,7 +614,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate') * crime.hvplot.scatter(x='Year', y='Violent Crime rate', c='k')" + "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -619,8 +630,8 @@ "metadata": {}, "outputs": [], "source": [ - "(crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90, width=550) +\n", - " crime.hvplot.table(['Year', 'Population', 'Violent Crime rate'], width=420))" + "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { @@ -629,7 +640,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large airline dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'airtime' against the 'distance':" + "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" ] }, { @@ -638,7 +649,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.scatter(x='distance', y='airtime', datashade=True)" + "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" ] }, { @@ -647,7 +658,7 @@ "source": [ "## Groupby\n", "\n", - "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of departure delays by carrier grouped by day, allowing the user to choose which day to display:" + "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of y values by cluster category grouped by integer value ('val'), allowing the user to choose which value group to display:" ] }, { @@ -656,7 +667,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.violin(y='depdelay', by='carrier', groupby='dayofweek', ylim=(-20, 60), height=500)" + "penguins.hvplot.violin(y='body_mass_g', by='species', groupby='year', height=300)" ] }, { diff --git a/doc/user_guide/Plotting_Extensions.ipynb b/doc/user_guide/Plotting_Extensions.ipynb index d05ffb787..21f75710b 100644 --- a/doc/user_guide/Plotting_Extensions.ipynb +++ b/doc/user_guide/Plotting_Extensions.ipynb @@ -15,7 +15,9 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sample_data import us_crime" + "from hvplot.sampledata import apple_stocks\n", + "\n", + "df = apple_stocks('pandas')" ] }, { @@ -57,7 +59,7 @@ "metadata": {}, "outputs": [], "source": [ - "us_crime.hvplot(x='Year', y='Violent Crime rate')" + "df.hvplot(x='date', y='close')" ] }, { @@ -79,7 +81,7 @@ "source": [ "hvplot.output(backend='plotly')\n", "\n", - "us_crime.hvplot(x='Year', y='Violent Crime rate')" + "df.hvplot(x='date', y='close')" ] }, { @@ -110,7 +112,7 @@ "outputs": [], "source": [ "hvplot.output(backend='bokeh')\n", - "us_crime.hvplot(x='Year', y='Violent Crime rate', line_dash='dashed')" + "df.hvplot(x='date', y='close', line_dash='dashed')" ] }, { @@ -121,7 +123,7 @@ "outputs": [], "source": [ "hvplot.output(backend='matplotlib')\n", - "us_crime.hvplot(x='Year', y='Violent Crime rate', linestyle='dashed')" + "df.hvplot(x='date', y='close', linestyle='dashed')" ] }, { @@ -140,8 +142,8 @@ "outputs": [], "source": [ "hvplot.extension('matplotlib', compatibility='bokeh')\n", - "violent_crime = us_crime.hvplot(x='Year', y='Violent Crime rate', line_dash='dashed')\n", - "violent_crime" + "stocks_plot = df.hvplot(x='date', y='close', line_dash='dashed')\n", + "stocks_plot" ] }, { @@ -151,7 +153,7 @@ "metadata": {}, "outputs": [], "source": [ - "violent_crime.opts.info()" + "stocks_plot.opts.info()" ] }, { @@ -175,7 +177,7 @@ "id": "706832e4", "metadata": {}, "source": [ - "In some cases it can be convenient to construct a plot with hvPlot and then get a handle on the figure object of the underlying plotting library to further customize the plot or to embed it in some more complex application. The `render` function allows to get a handle on the figure object. The following examples show that it's possible to use the API of Bokeh, Matplotlib or Plotly to update the title of the `violent_crime` plot." + "In some cases it can be convenient to construct a plot with hvPlot and then get a handle on the figure object of the underlying plotting library to further customize the plot or to embed it in some more complex application. The `render` function allows to get a handle on the figure object. The following examples show that it's possible to use the API of Bokeh, Matplotlib or Plotly to update the title of the `stocks_plot` plot." ] }, { @@ -185,7 +187,7 @@ "metadata": {}, "outputs": [], "source": [ - "violent_crime = us_crime.hvplot(x='Year', y='Violent Crime rate')" + "stocks_plot = df.hvplot(x='date', y='close')" ] }, { @@ -197,8 +199,8 @@ "source": [ "from bokeh.io import show\n", "\n", - "bk_fig = hvplot.render(violent_crime, backend='bokeh')\n", - "bk_fig.title = 'Violent crime'\n", + "bk_fig = hvplot.render(stocks_plot, backend='bokeh')\n", + "bk_fig.title = 'Apple stocks'\n", "show(bk_fig)" ] }, @@ -210,9 +212,9 @@ "outputs": [], "source": [ "%matplotlib inline\n", - "mpl_fig = hvplot.render(violent_crime, backend='matplotlib')\n", + "mpl_fig = hvplot.render(stocks_plot, backend='matplotlib')\n", "axes = mpl_fig.get_axes()\n", - "axes[0].set_title('Violent crime')\n", + "axes[0].set_title('Apple stocks')\n", "mpl_fig" ] }, @@ -225,8 +227,8 @@ "source": [ "from plotly.graph_objects import Figure\n", "\n", - "plotly_fig = hvplot.render(violent_crime, backend='plotly')\n", - "fig = Figure(plotly_fig).update_layout(title='Violent crime')\n", + "plotly_fig = hvplot.render(stocks_plot, backend='plotly')\n", + "fig = Figure(plotly_fig).update_layout(title='Apple stocks')\n", "fig" ] }, diff --git a/doc/user_guide/Plotting_with_Matplotlib.ipynb b/doc/user_guide/Plotting_with_Matplotlib.ipynb index 7b8fae8ee..8a2229f95 100644 --- a/doc/user_guide/Plotting_with_Matplotlib.ipynb +++ b/doc/user_guide/Plotting_with_Matplotlib.ipynb @@ -43,7 +43,6 @@ "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", "import hvplot.pandas # noqa\n", "import hvplot.dask # noqa\n", "\n", @@ -60,10 +59,10 @@ "\n", "We will be focusing on two different datasets:\n", "\n", - "- A small CSV file of US crime data, broken down by state\n", - "- A larger Parquet-format file of airline flight data\n", + "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", + "- A larger synthetic dataset of points organised into 5 clusters\n", "\n", - "The ``hvplot.sample_data`` module makes these datasets Intake data catalogue, which we can load either using pandas:" + "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -72,11 +71,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sample_data import us_crime, airline_flights\n", + "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", "\n", - "crime = us_crime.read()\n", - "print(type(crime))\n", - "crime.head()" + "stocks = apple_stocks('pandas')\n", + "print(type(stocks))\n", + "stocks.head()" ] }, { @@ -92,9 +91,9 @@ "metadata": {}, "outputs": [], "source": [ - "flights = airline_flights.to_dask().persist()\n", - "print(type(flights))\n", - "flights.head()" + "clusters = synthetic_clusters('dask', lazy=True)\n", + "print(type(clusters))\n", + "clusters.head()" ] }, { @@ -108,7 +107,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The ``dask.dataframe.DataFrame.hvplot``, ``pandas.DataFrame.hvplot`` and ``intake.DataSource.plot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." + "The ``dask.dataframe.DataFrame.hvplot`` and ``pandas.DataFrame.hvplot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." ] }, { @@ -131,7 +130,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.line(x='Year', y='Violent Crime rate')" + "stocks.hvplot.line(x='date', y='close')" ] }, { @@ -147,14 +146,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate', kind='scatter')" + "stocks.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the departure delay ('depdelay') as a function of 'distance', grouping the data by the 'carrier'. There are many available carriers, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" ] }, { @@ -163,8 +162,8 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['OH', 'F9'])]\n", - "flight_subset.hvplot(x='distance', y='depdelay', by='carrier', kind='scatter', alpha=0.2, persist=True)" + "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", + "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter', alpha=0.2)" ] }, { @@ -173,7 +172,7 @@ "source": [ "Here we have specified the `x` axis explicitly, which can be omitted if the Pandas index column is already the desired x axis. Similarly, here we specified the `y` axis; by default all of the non-index columns would be plotted (which would be a lot of data in this case). If you don't specify the 'y' axis, it will have a default label named 'value', but you can then provide a y axis label explicitly using the ``value_label`` option.\n", "\n", - "Putting all of this together we will plot violent crime, robbery, and burglary rates on the y-axis, specifying 'Year' as the x, and relabel the y-axis to display the 'Rate'." + "Putting all of this together we will plot the opening and closing prices on the y-axis, specifying 'date' as the x, and relabel the y-axis to display the 'Price (USD)'." ] }, { @@ -182,8 +181,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y=['Violent Crime rate', 'Robbery rate', 'Burglary rate'],\n", - " value_label='Rate (per 100k people)')" + "stocks.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" ] }, { @@ -200,7 +198,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "crime.hvplot.\n", + "stocks.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -235,7 +233,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks.hvplot.area(x='date', y=['high', 'low'])" ] }, { @@ -251,14 +249,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Aggravated assault', 'Robbery'], stacked=False, alpha=0.4)" + "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value. For instance using the flights dataset we may want to see the spread in mean delay values across carriers. For that purpose we compute the mean delay by day and carrier and then the min/max mean delay for across all carriers. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator (\\*) to place the plots on top of each other." + "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -267,10 +265,13 @@ "metadata": {}, "outputs": [], "source": [ - "delay_min_max = flights.groupby(['day', 'carrier'])['carrier_delay'].mean().groupby('day').agg(['min', 'max'])\n", - "delay_mean = flights.groupby('day')['carrier_delay'].mean()\n", + "stocks['year'] = stocks['date'].dt.year\n", + "stocks['month'] = stocks['date'].dt.month\n", + "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", + "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", - "delay_min_max.hvplot.area(x='day', y='min', y2='max', alpha=0.2) * delay_mean.hvplot()" + "y_min_max.hvplot.area(x='year', y='min', y2='max', alpha=0.2) * y_mean.hvplot()" ] }, { @@ -279,7 +280,7 @@ "source": [ "#### Bars\n", "\n", - "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the years easier to read:" + "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the dates easier to read:" ] }, { @@ -288,7 +289,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90, width=900)" + "stocks_subset = stocks[:50]\n", + "stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=900)" ] }, { @@ -304,7 +306,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y=['Violent crime total', 'Property crime total'],\n", + "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=900, legend='top_left')" ] }, @@ -323,7 +325,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.scatter(x='Violent Crime rate', y='Burglary rate', c='Year')" + "penguins = penguins('pandas')\n", + "penguins.hvplot.scatter(x='bill_length_mm', y='bill_depth_mm', c='body_mass_g')" ] }, { @@ -348,7 +351,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.step(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks_subset.hvplot.step(x='date', y=['high', 'low'], rot=45)" ] }, { @@ -357,7 +360,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since these data are not regularly distributed, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." ] }, { @@ -366,16 +369,7 @@ "metadata": {}, "outputs": [], "source": [ - "# flights.hvplot.hexbin(x='airtime', y='arrdelay', width=600, height=500, logz=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "

\n", - "Output suppressed as this is not currently supported with the Matplotlib backend and doesn't display any plot.\n", - "
" + "penguins.hvplot.hexbin(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -393,7 +387,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bivariate(x='Violent Crime rate', y='Burglary rate', width=600, height=500)" + "penguins.hvplot.bivariate(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -402,7 +396,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we plot the 'depdelay' (i.e. departure delay) for each day of the month and carrier in the dataset:" + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we plot the mean y value for each combination of integer value ('val') and cluster category ('cat') in the dataset:" ] }, { @@ -411,7 +405,19 @@ "metadata": {}, "outputs": [], "source": [ - "flights.compute().hvplot.heatmap(x='day', y='carrier', C='depdelay', reduce_function=np.mean).opts(show_values=False)" + "corr = penguins[[c for c in penguins.columns if c.split(\"_\")[-1] in (\"mm\", \"g\")]].corr()\n", + "# Convert to long-form for heatmap\n", + "corr_df = corr.stack().reset_index()\n", + "corr_df.columns = ['variable_1', 'variable_2', 'correlation']\n", + "\n", + "corr_df.hvplot.heatmap(\n", + " x='variable_1',\n", + " y='variable_2',\n", + " C='correlation',\n", + " cmap='coolwarm',\n", + " clim=(-1, 1),\n", + " title='Correlation Heatmap',\n", + ").opts(show_values=False)" ] }, { @@ -429,7 +435,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.table(columns=['Year', 'Population', 'Violent Crime rate'], width=400)" + "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -446,7 +452,7 @@ "\n", "#### Histogram\n", "\n", - "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the 'Violent Crime rate'. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" + "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the closing price. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" ] }, { @@ -455,7 +461,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.hist(y='Violent Crime rate')" + "stocks.hvplot.hist(y='close')" ] }, { @@ -471,15 +477,15 @@ "metadata": {}, "outputs": [], "source": [ - "columns = ['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" + "columns = ['close', 'high', 'low']\n", + "stocks.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can also group the data by another variable. Here we'll use ``subplots`` to split each carrier out into its own plot:" + "We can also group the data by another variable. Here we'll use ``subplots`` to split each cluster category out into its own plot:" ] }, { @@ -488,17 +494,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "# flight_subset.hvplot.hist('depdelay', by='carrier', bins=20, bin_range=(-20, 100), width=300, subplots=True);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "Output suppressed as this is not currently supported with the Matplotlib backend and raises an error. Tip: execute flight_subset.compute() before plotting to avoid the error.\n", - "
" + "stocks.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" ] }, { @@ -516,7 +512,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.kde(y='Violent Crime rate')" + "stocks.hvplot.kde(y='close')" ] }, { @@ -532,8 +528,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.kde(y=columns, alpha=0.5, value_label='Rate', legend='top_right')" + "columns=['close', 'high', 'low']\n", + "stocks.hvplot.kde(y=columns, alpha=0.3, value_label='Price (USD)', legend='top_right')" ] }, { @@ -549,8 +545,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.kde('depdelay', by='carrier', xlim=(-20, 70), width=300, subplots=True)" + "penguins.hvplot.kde('body_mass_g', by='species', width=300, subplots=True)" ] }, { @@ -568,7 +563,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.box(y='Violent Crime rate')" + "penguins.hvplot.box(y='body_mass_g')" ] }, { @@ -584,9 +579,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Burglary rate', 'Larceny-theft rate', 'Motor vehicle theft rate',\n", - " 'Property crime rate', 'Violent Crime rate']\n", - "crime.hvplot.box(y=columns, group_label='Crime', legend=False, value_label='Rate (per 100k)', invert=True)" + "columns=['bill_length_mm', 'bill_depth_mm', 'flipper_length_mm']\n", + "penguins.hvplot.box(y=columns, legend=False, group_label='Body Part', value_label='Size (mm)', invert=True)" ] }, { @@ -602,17 +596,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "# flight_subset.hvplot.box('depdelay', by='carrier', ylim=(-10, 70));" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "
\n", - "Output suppressed as this is not currently supported with the Matplotlib backend and displays an empty plot.\n", - "
" + "penguins.hvplot.box(y='body_mass_g', by='species')" ] }, { @@ -636,7 +620,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate') * crime.hvplot.scatter(x='Year', y='Violent Crime rate', c='k')" + "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -652,15 +636,15 @@ "metadata": {}, "outputs": [], "source": [ - "(crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90, width=550) +\n", - " crime.hvplot.table(['Year', 'Population', 'Violent Crime rate'], width=420))" + "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can further enhance the plot by using a `step`s chart instead of a `bar` chart to avoid visual clutter and better represent the continuous nature of time series data. Additionally, we can display a table summarizing decade-averaged statistics to provide a quick overview of the data. The `sublabel` format and size can be customized, and if not needed, can be removed by setting `sublabel_format=\"\"` in [opts](https://holoviews.org/user_guide/Applying_Customizations.html)." + "We can further enhance the plot by using a `step` chart instead of a `bar` chart to avoid visual clutter and better represent the continuous nature of time series data. Additionally, we can display a table summarizing yearly-averaged statistics to provide a quick overview of the data. The `sublabel` format and size can be customized, and if not needed, can be removed by setting `sublabel_format=\"\"` in [opts](https://holoviews.org/user_guide/Applying_Customizations.html)." ] }, { @@ -670,16 +654,15 @@ "outputs": [], "source": [ "tabledata = (\n", - " crime.assign(\n", + " stocks_subset.assign(\n", " **{\n", - " \"Decade\": (crime.Year // 10) * 10, # Calculate decade for each year\n", - " \"Population [mi]\": crime.Population / 1e6, # Population in millions\n", + " \"Year\": stocks.date.dt.year,\n", " }\n", " )\n", - " .groupby(\"Decade\") # Group data by decade\n", - " .mean() # Calculate mean values for each decade group\n", - " [[\"Population [mi]\", \"Violent Crime rate\"]] # Select desired columns\n", - " .astype(\"int\") # Convert selected columns to integers\n", + " .groupby(\"Year\") # Group data by year\n", + " .mean(numeric_only=True) # Calculate mean values for each year group\n", + " [[\"close\", \"volume\"]] # Select desired columns\n", + " .astype({\"volume\": \"int\"}) # Convert volume to integer\n", ")" ] }, @@ -690,8 +673,8 @@ "outputs": [], "source": [ "(\n", - " crime.hvplot.step(x='Year', y='Violent Crime rate', rot=90, width=550)+\n", - " tabledata.hvplot.table(['Decade', 'Population [mi]', 'Violent Crime rate'], width=15, height=10)\n", + " stocks_subset.hvplot.step(x='date', y='close', rot=90, width=550)+\n", + " tabledata.hvplot.table(['Year', 'close', 'volume'], width=15, height=10)\n", ").opts(sublabel_format=\"{alpha})\", sublabel_size=14)" ] }, @@ -701,7 +684,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large airline dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'airtime' against the 'distance':" + "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" ] }, { @@ -710,7 +693,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.scatter(x='distance', y='airtime', datashade=True)" + "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" ] }, { @@ -719,7 +702,7 @@ "source": [ "## Groupby\n", "\n", - "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of departure delays by carrier grouped by day, allowing the user to choose which day to display:" + "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of the penguins body mass by species grouped by year, allowing the user to choose which value group to display:" ] }, { @@ -728,7 +711,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.violin(y='depdelay', by='carrier', groupby='dayofweek', ylim=(-20, 60), height=500)" + "penguins.hvplot.violin(y='body_mass_g', by='species', groupby='year', height=300)" ] }, { diff --git a/doc/user_guide/Plotting_with_Plotly.ipynb b/doc/user_guide/Plotting_with_Plotly.ipynb index b229bb2a7..06feddf0d 100644 --- a/doc/user_guide/Plotting_with_Plotly.ipynb +++ b/doc/user_guide/Plotting_with_Plotly.ipynb @@ -43,7 +43,6 @@ "metadata": {}, "outputs": [], "source": [ - "import numpy as np\n", "import hvplot.pandas # noqa\n", "import hvplot.dask # noqa\n", "\n", @@ -60,10 +59,10 @@ "\n", "We will be focusing on two different datasets:\n", "\n", - "- A small CSV file of US crime data, broken down by state\n", - "- A larger Parquet-format file of airline flight data\n", + "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", + "- A larger synthetic dataset of points organised into 5 clusters\n", "\n", - "The ``hvplot.sample_data`` module makes these datasets Intake data catalogue, which we can load either using pandas:" + "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -72,11 +71,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sample_data import us_crime, airline_flights\n", + "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", "\n", - "crime = us_crime.read()\n", - "print(type(crime))\n", - "crime.head()" + "stocks = apple_stocks('pandas')\n", + "print(type(stocks))\n", + "stocks.head()" ] }, { @@ -92,9 +91,9 @@ "metadata": {}, "outputs": [], "source": [ - "flights = airline_flights.to_dask().persist()\n", - "print(type(flights))\n", - "flights.head()" + "clusters = synthetic_clusters('dask', lazy=True)\n", + "print(type(clusters))\n", + "clusters.head()" ] }, { @@ -108,7 +107,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The ``dask.dataframe.DataFrame.hvplot``, ``pandas.DataFrame.hvplot`` and ``intake.DataSource.plot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." + "The ``dask.dataframe.DataFrame.hvplot`` and ``pandas.DataFrame.hvplot`` interfaces (and Series equivalents) from HvPlot provide a powerful high-level API to generate complex plots. The ``.hvplot`` API can be called directly or used as a namespace to generate specific plot types." ] }, { @@ -131,7 +130,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.line(x='Year', y='Violent Crime rate')" + "stocks.hvplot.line(x='date', y='close')" ] }, { @@ -147,14 +146,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate', kind='scatter')" + "stocks.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the departure delay ('depdelay') as a function of 'distance', grouping the data by the 'carrier'. There are many available carriers, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" ] }, { @@ -163,8 +162,8 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['OH', 'F9'])]\n", - "flight_subset.hvplot(x='distance', y='depdelay', by='carrier', kind='scatter', alpha=0.2, persist=True)" + "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", + "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter')" ] }, { @@ -173,7 +172,7 @@ "source": [ "Here we have specified the `x` axis explicitly, which can be omitted if the Pandas index column is already the desired x axis. Similarly, here we specified the `y` axis; by default all of the non-index columns would be plotted (which would be a lot of data in this case). If you don't specify the 'y' axis, it will have a default label named 'value', but you can then provide a y axis label explicitly using the ``value_label`` option.\n", "\n", - "Putting all of this together we will plot violent crime, robbery, and burglary rates on the y-axis, specifying 'Year' as the x, and relabel the y-axis to display the 'Rate'." + "Putting all of this together we will plot the closing price, daily high and daily low on the y-axis, specifying 'date' as the x, and relabel the y-axis to display the 'Price (USD)'." ] }, { @@ -182,8 +181,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y=['Violent Crime rate', 'Robbery rate', 'Burglary rate'],\n", - " value_label='Rate (per 100k people)')" + "stocks.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" ] }, { @@ -200,7 +198,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "crime.hvplot.\n", + "stocks.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -235,14 +233,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks.hvplot.area(x='date', y=['high', 'low'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can also explicitly set ``stacked`` to False and define an ``alpha`` value to compare the values directly:" + "We can also explicitly set ``stacked`` to False to compare the values directly:" ] }, { @@ -251,14 +249,14 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.area(x='Year', y=['Aggravated assault', 'Robbery'], stacked=False, alpha=0.4)" + "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value. For instance using the flights dataset we may want to see the spread in mean delay values across carriers. For that purpose we compute the mean delay by day and carrier and then the min/max mean delay for across all carriers. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator (\\*) to place the plots on top of each other." + "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -267,10 +265,13 @@ "metadata": {}, "outputs": [], "source": [ - "delay_min_max = flights.groupby(['day', 'carrier'])['carrier_delay'].mean().groupby('day').agg(['min', 'max'])\n", - "delay_mean = flights.groupby('day')['carrier_delay'].mean()\n", + "stocks['year'] = stocks['date'].dt.year\n", + "stocks['month'] = stocks['date'].dt.month\n", + "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", + "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", - "delay_min_max.hvplot.area(x='day', y='min', y2='max', alpha=0.2) * delay_mean.hvplot()" + "y_min_max.hvplot.area(x='year', y='min', y2='max') * y_mean.hvplot()" ] }, { @@ -279,7 +280,7 @@ "source": [ "#### Bars\n", "\n", - "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the years easier to read:" + "In the simplest case we can use ``.hvplot.bar`` to plot ``x`` against ``y``. We'll use ``rot=90`` to rotate the tick labels on the x-axis making the dates easier to read:" ] }, { @@ -288,7 +289,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90)" + "stocks_subset = stocks[:50]\n", + "stocks_subset.hvplot.bar(x='date', y='close', rot=90)" ] }, { @@ -304,7 +306,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.bar(x='Year', y=['Violent crime total', 'Property crime total'],\n", + "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=800, legend='top_left')" ] }, @@ -323,7 +325,8 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.scatter(x='Violent Crime rate', y='Burglary rate', c='Year')" + "penguins = penguins('pandas')\n", + "penguins.hvplot.scatter(x='bill_length_mm', y='bill_depth_mm', c='body_mass_g')" ] }, { @@ -348,7 +351,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.step(x='Year', y=['Robbery', 'Aggravated assault'])" + "stocks_subset.hvplot.step(x='date', y=['high', 'low'])" ] }, { @@ -357,7 +360,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since these data are not regularly distributed, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." ] }, { @@ -366,7 +369,7 @@ "metadata": {}, "outputs": [], "source": [ - "# flights.hvplot.hexbin(x='airtime', y='arrdelay', width=600, height=500, logz=True)" + "# penguins.hvplot.hexbin(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -393,7 +396,7 @@ "metadata": {}, "outputs": [], "source": [ - "# crime.hvplot.bivariate(x='Violent Crime rate', y='Burglary rate', width=600, height=500)" + "# penguins.hvplot.bivariate(x='bill_length_mm', y='bill_depth_mm')" ] }, { @@ -411,7 +414,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we plot the 'depdelay' (i.e. departure delay) for each day of the month and carrier in the dataset:" + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it." ] }, { @@ -420,7 +423,19 @@ "metadata": {}, "outputs": [], "source": [ - "flights.compute().hvplot.heatmap(x='day', y='carrier', C='depdelay', reduce_function=np.mean, colorbar=True)" + "corr = penguins[[c for c in penguins.columns if c.split(\"_\")[-1] in (\"mm\", \"g\")]].corr()\n", + "# Convert to long-form for heatmap\n", + "corr_df = corr.stack().reset_index()\n", + "corr_df.columns = ['variable_1', 'variable_2', 'correlation']\n", + "\n", + "corr_df.hvplot.heatmap(\n", + " x='variable_1',\n", + " y='variable_2',\n", + " C='correlation',\n", + " cmap='coolwarm',\n", + " clim=(-1, 1),\n", + " title='Correlation Heatmap',\n", + ")" ] }, { @@ -438,7 +453,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.table(columns=['Year', 'Population', 'Violent Crime rate'], width=400)" + "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -455,7 +470,7 @@ "\n", "#### Histogram\n", "\n", - "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the 'Violent Crime rate'. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" + "The Histogram is the simplest example of a distribution; often we simply plot the distribution of a single variable, in this case the closing price. Additionally we can define a range over which to compute the histogram and the number of bins using the ``bin_range`` and ``bins`` arguments respectively:" ] }, { @@ -464,7 +479,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.hist(y='Violent Crime rate')" + "stocks.hvplot.hist(y='close')" ] }, { @@ -480,15 +495,15 @@ "metadata": {}, "outputs": [], "source": [ - "columns = ['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" + "columns = ['close', 'high', 'low']\n", + "stocks.hvplot.hist(y=columns, bins=50, legend='top', height=400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can also group the data by another variable. Here we'll use ``subplots`` to split each carrier out into its own plot:" + "We can also group the data by another variable. Here we'll use ``subplots`` to split each cluster category out into its own plot:" ] }, { @@ -497,8 +512,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.hist('depdelay', by='carrier', bins=20, bin_range=(-20, 100), width=300, subplots=True)" + "stocks.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" ] }, { @@ -516,7 +530,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.kde(y='Violent Crime rate')" + "stocks.hvplot.kde(y='close')" ] }, { @@ -532,8 +546,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Violent Crime rate', 'Property crime rate', 'Burglary rate']\n", - "crime.hvplot.kde(y=columns, alpha=0.5, value_label='Rate', legend='top_right')" + "columns=['close', 'high', 'low']\n", + "stocks.hvplot.kde(y=columns, value_label='Price (USD)', legend='top_right')" ] }, { @@ -549,8 +563,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.kde('depdelay', by='carrier', xlim=(-20, 70), width=300, subplots=True)" + "penguins.hvplot.kde('body_mass_g', by='species', width=300, subplots=True)" ] }, { @@ -568,7 +581,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot.box(y='Violent Crime rate')" + "penguins.hvplot.box(y='body_mass_g')" ] }, { @@ -584,9 +597,8 @@ "metadata": {}, "outputs": [], "source": [ - "columns=['Burglary rate', 'Larceny-theft rate', 'Motor vehicle theft rate',\n", - " 'Property crime rate', 'Violent Crime rate']\n", - "crime.hvplot.box(y=columns, group_label='Crime', legend=False, value_label='Rate (per 100k)', invert=True)" + "columns=['bill_length_mm', 'bill_depth_mm', 'flipper_length_mm']\n", + "penguins.hvplot.box(y=columns, legend=False, group_label='Body Part', value_label='Size (mm)', invert=True)" ] }, { @@ -602,8 +614,7 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset = flights[flights.carrier.isin(['AA', 'US', 'OH'])]\n", - "flight_subset.hvplot.box('depdelay', by='carrier', ylim=(-10, 70))" + "penguins.hvplot.box(y='body_mass_g', by='species')" ] }, { @@ -627,7 +638,7 @@ "metadata": {}, "outputs": [], "source": [ - "crime.hvplot(x='Year', y='Violent Crime rate') * crime.hvplot.scatter(x='Year', y='Violent Crime rate', c='k')" + "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -643,8 +654,8 @@ "metadata": {}, "outputs": [], "source": [ - "(crime.hvplot.bar(x='Year', y='Violent Crime rate', rot=90, width=550) +\n", - " crime.hvplot.table(['Year', 'Population', 'Violent Crime rate'], width=420))" + "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { @@ -653,7 +664,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large airline dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'airtime' against the 'distance':" + "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" ] }, { @@ -662,7 +673,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.scatter(x='distance', y='airtime', datashade=True)" + "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" ] }, { @@ -671,7 +682,7 @@ "source": [ "## Groupby\n", "\n", - "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of departure delays by carrier grouped by day, allowing the user to choose which day to display:" + "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of y values by cluster category grouped by integer value ('val'), allowing the user to choose which value group to display:" ] }, { @@ -680,7 +691,7 @@ "metadata": {}, "outputs": [], "source": [ - "flights.hvplot.violin(y='depdelay', by='carrier', groupby='dayofweek', ylim=(-20, 60), height=500)" + "penguins.hvplot.violin(y='body_mass_g', by='species', groupby='year', height=300)" ] }, { diff --git a/doc/user_guide/Subplots.ipynb b/doc/user_guide/Subplots.ipynb index 898c3512e..9ef1e9bcf 100644 --- a/doc/user_guide/Subplots.ipynb +++ b/doc/user_guide/Subplots.ipynb @@ -26,9 +26,12 @@ "import hvplot.pandas # noqa\n", "import hvplot.xarray # noqa\n", "\n", - "from hvplot.sample_data import airline_flights, us_crime\n", + "from hvplot.sampledata import penguins, stocks\n", "\n", - "us_crime.hvplot(x='Year', y=['Burglary rate', 'Violent Crime rate', 'Robbery rate'], value_label='Rate')" + "stocks = stocks('pandas')\n", + "penguins = penguins('pandas')\n", + "\n", + "stocks.hvplot(x='date', y=['Apple', 'Amazon', 'Google'], value_label='Stock Prices')" ] }, { @@ -44,8 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "us_crime.hvplot(x='Year', y=['Burglary rate', 'Violent Crime rate', 'Robbery rate'],\n", - " value_label='Rate', subplots=True, width=300, height=200)" + "stocks.hvplot(x='date', y=['Apple', 'Amazon', 'Google'], value_label='Stock Prices', subplots=True, width=300, height=200)" ] }, { @@ -63,8 +65,8 @@ "metadata": {}, "outputs": [], "source": [ - "us_crime.hvplot(x='Year', y=['Robbery', 'Robbery rate', 'Burglary', 'Burglary rate'], \n", - " width=350, height=300, subplots=True, shared_axes=False).cols(2)" + "penguins.hvplot.scatter(x='bill_length_mm', y=['bill_depth_mm', 'flipper_length_mm', 'body_mass_g'],\n", + " width=300, height=300, subplots=True, shared_axes=False).cols(2)" ] }, { @@ -82,12 +84,8 @@ "metadata": {}, "outputs": [], "source": [ - "flights = airline_flights.read()\n", - "\n", - "flight_subset = flights[flights.carrier.isin(['OH', 'F9', 'US'])].sample(2000)\n", - "\n", - "flight_subset.hvplot.scatter(x='arrdelay', y='depdelay', by='carrier',\n", - " subplots=True, width=250, height=250, alpha=0.1)" + "penguins.hvplot.scatter(x='bill_length_mm', y='bill_depth_mm', by='species',\n", + " subplots=True, width=250, height=250, alpha=0.5)" ] }, { @@ -106,8 +104,8 @@ "metadata": {}, "outputs": [], "source": [ - "flight_subset.sort_values('dayofweek').hvplot.scatter(x='arrdelay', y='depdelay', \n", - " row='dayofweek', col='carrier', alpha=0.2)" + "penguins.hvplot.scatter(x='bill_length_mm', y='bill_depth_mm',\n", + " row='island', col='species', alpha=0.5)" ] }, { diff --git a/doc/user_guide/Viewing.ipynb b/doc/user_guide/Viewing.ipynb index 085fed95d..8f62c5058 100644 --- a/doc/user_guide/Viewing.ipynb +++ b/doc/user_guide/Viewing.ipynb @@ -49,12 +49,15 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sample_data import airline_flights, us_crime\n", + "from hvplot.sampledata import penguins, stocks\n", "\n", - "violent_crime = us_crime.hvplot(x='Year', y='Violent Crime rate', width=400)\n", - "burglaries = us_crime.hvplot(x='Year', y='Burglary rate', width=400)\n", + "penguins = penguins('pandas')\n", + "stocks = stocks('pandas')\n", "\n", - "violent_crime + burglaries" + "apple_stocks = stocks.hvplot(x='date', y='Apple', width=400, ylabel='Apple stock prices')\n", + "netflix_stocks = stocks.hvplot(x='date', y='Netflix', width=400, ylabel='Netflix stock prices')\n", + "\n", + "apple_stocks + netflix_stocks" ] }, { @@ -74,7 +77,7 @@ "source": [ "import panel as pn\n", "\n", - "pane = pn.panel(violent_crime)\n", + "pane = pn.panel(apple_stocks)\n", "pane" ] }, @@ -91,7 +94,7 @@ "metadata": {}, "outputs": [], "source": [ - "pane.object = burglaries" + "pane.object = netflix_stocks" ] }, { @@ -107,7 +110,7 @@ "metadata": {}, "outputs": [], "source": [ - "pane.object *= violent_crime " + "pane.object *= apple_stocks" ] }, { @@ -142,7 +145,7 @@ "metadata": {}, "outputs": [], "source": [ - "plot = airline_flights.hvplot.hexbin(x='airtime', y='arrdelay', colorbar=True, width=600, height=500, logz=True)\n", + "plot = penguins.hvplot.hexbin(x='bill_length_mm', y='bill_depth_mm')\n", "\n", "hvplot.save(plot, 'test.html')" ] From ce109e80c284bf8670c70b5d9192f5190959ba88 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Wed, 13 May 2026 18:58:22 +0100 Subject: [PATCH 05/15] apply copiot suggestions --- doc/user_guide/Plotting.ipynb | 6 +++--- doc/user_guide/Plotting_with_Matplotlib.ipynb | 4 ++-- doc/user_guide/Plotting_with_Plotly.ipynb | 6 +++--- hvplot/sample_data.py | 11 ++++++++++- 4 files changed, 18 insertions(+), 9 deletions(-) diff --git a/doc/user_guide/Plotting.ipynb b/doc/user_guide/Plotting.ipynb index 74c37c17d..d9495950d 100644 --- a/doc/user_guide/Plotting.ipynb +++ b/doc/user_guide/Plotting.ipynb @@ -354,7 +354,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually." ] }, { @@ -390,7 +390,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it." + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we compute pairwise correlations between the penguins measurement columns, reshape the correlation matrix to long form, and plot the correlation coefficient for each variable pair:" ] }, { @@ -658,7 +658,7 @@ "source": [ "## Groupby\n", "\n", - "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of y values by cluster category grouped by integer value ('val'), allowing the user to choose which value group to display:" + "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of the penguins body mass by species grouped by year, allowing the user to choose which value group to display:" ] }, { diff --git a/doc/user_guide/Plotting_with_Matplotlib.ipynb b/doc/user_guide/Plotting_with_Matplotlib.ipynb index 8a2229f95..4a242bf13 100644 --- a/doc/user_guide/Plotting_with_Matplotlib.ipynb +++ b/doc/user_guide/Plotting_with_Matplotlib.ipynb @@ -360,7 +360,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually." ] }, { @@ -396,7 +396,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we plot the mean y value for each combination of integer value ('val') and cluster category ('cat') in the dataset:" + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we compute pairwise correlations between the penguins measurement columns, reshape the correlation matrix to long form, and plot the correlation coefficient for each variable pair:" ] }, { diff --git a/doc/user_guide/Plotting_with_Plotly.ipynb b/doc/user_guide/Plotting_with_Plotly.ipynb index 06feddf0d..6d7f732a4 100644 --- a/doc/user_guide/Plotting_with_Plotly.ipynb +++ b/doc/user_guide/Plotting_with_Plotly.ipynb @@ -360,7 +360,7 @@ "source": [ "#### HexBins\n", "\n", - "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually. Since the cluster data span a wide range of densities, we'll use the ``logz`` option to map z-axis (color) to a log scale colorbar." + "You can create hexagonal bin plots with the ``hexbin`` method. Hexbin plots can be a useful alternative to scatter plots if your data are too dense to plot each point individually." ] }, { @@ -414,7 +414,7 @@ "source": [ "#### HeatMap\n", "\n", - "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it." + "A ``HeatMap`` lets us view the relationship between three variables, so we specify the 'x' and 'y' variables and an additional 'C' variable. Additionally we can define a ``reduce_function`` that computes the values for each bin from the samples that fall into it. Here we compute pairwise correlations between the penguins measurement columns, reshape the correlation matrix to long form, and plot the correlation coefficient for each variable pair:" ] }, { @@ -682,7 +682,7 @@ "source": [ "## Groupby\n", "\n", - "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of y values by cluster category grouped by integer value ('val'), allowing the user to choose which value group to display:" + "Thanks to the ability of HoloViews to explore a parameter space with a set of widgets we can apply a groupby along a particular column or dimension. For example we can view the distribution of the penguins body mass by species grouped by year, allowing the user to choose which value group to display:" ] }, { diff --git a/hvplot/sample_data.py b/hvplot/sample_data.py index f7edd6eb8..cb9658bc0 100644 --- a/hvplot/sample_data.py +++ b/hvplot/sample_data.py @@ -9,6 +9,7 @@ import warnings from .util import _find_stack_level +from . import sampledata as _sampledata warnings.warn( "The 'hvplot.sample_data' module is deprecated and will be removed in a " @@ -18,4 +19,12 @@ ) from .sampledata import * # noqa: F401, F403, E402 -from .sampledata import __getattr__ # noqa: F401, E402 + + +def __getattr__(name): + if not _sampledata._hvsampledata_available: + raise AttributeError( + "Install the package 'hvsampledata' to access datasets from " + "'hvplot.sample_data' (deprecated; use 'hvplot.sampledata' instead)." + ) + raise AttributeError(f"module 'hvplot.sample_data' has no attribute {name!r}") From 11d2879bde8a14bf7f967c7da928f60588bb90cc Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Thu, 4 Jun 2026 12:45:35 +0100 Subject: [PATCH 06/15] use nyc_taxi for big data --- doc/user_guide/Plotting.ipynb | 85 ++++++++--------- doc/user_guide/Plotting_with_Matplotlib.ipynb | 91 +++++++++---------- doc/user_guide/Plotting_with_Plotly.ipynb | 85 ++++++++--------- 3 files changed, 123 insertions(+), 138 deletions(-) diff --git a/doc/user_guide/Plotting.ipynb b/doc/user_guide/Plotting.ipynb index d9495950d..ffee496b6 100644 --- a/doc/user_guide/Plotting.ipynb +++ b/doc/user_guide/Plotting.ipynb @@ -47,16 +47,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n", - "\n", - "HoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n", - "\n", - "We will be focusing on two different datasets:\n", - "\n", - "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", - "- A larger synthetic dataset of points organised into 5 clusters\n", - "\n", - "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -65,11 +56,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", + "from hvplot.sampledata import apple_stocks, nyc_taxi_remote, penguins\n", "\n", - "stocks = apple_stocks('pandas')\n", - "print(type(stocks))\n", - "stocks.head()" + "apple = apple_stocks('pandas')\n", + "print(type(apple))\n", + "apple.head()" ] }, { @@ -85,9 +76,9 @@ "metadata": {}, "outputs": [], "source": [ - "clusters = synthetic_clusters('dask', lazy=True)\n", - "print(type(clusters))\n", - "clusters.head()" + "taxi = nyc_taxi_remote('dask', lazy=True)\n", + "print(type(taxi))\n", + "taxi.head()" ] }, { @@ -124,7 +115,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.line(x='date', y='close')" + "apple.hvplot.line(x='date', y='close')" ] }, { @@ -140,14 +131,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y='close', kind='scatter')" + "apple.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot pickup locations, grouping by the number of passengers (``passenger_count``). We will sample 1% of the dataset and filter to trips with 1 or 2 passengers to keep two groups for a readable plot:" ] }, { @@ -156,8 +147,8 @@ "metadata": {}, "outputs": [], "source": [ - "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", - "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter', alpha=0.2)" + "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.01).compute()\n", + "taxi_subset.hvplot(x='pickup_x', y='pickup_y', by='passenger_count', kind='scatter', alpha=0.6)" ] }, { @@ -175,7 +166,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y=['close', 'high', 'low'], value_label='Price (USD)')" + "apple.hvplot(x='date', y=['close', 'high', 'low'], value_label='Price (USD)')" ] }, { @@ -192,7 +183,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "stocks.hvplot.\n", + "apple.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -227,7 +218,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'])" + "apple.hvplot.area(x='date', y=['high', 'low'])" ] }, { @@ -243,14 +234,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.4)" + "apple.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" + "Another use for an area plot is to visualize the spread of a value over time. For instance using the apple dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -259,9 +250,9 @@ "metadata": {}, "outputs": [], "source": [ - "stocks['year'] = stocks['date'].dt.year\n", - "stocks['month'] = stocks['date'].dt.month\n", - "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "apple['year'] = apple['date'].dt.year\n", + "apple['month'] = apple['date'].dt.month\n", + "monthly = apple.groupby(['year', 'month'])['close'].mean().reset_index()\n", "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", @@ -283,8 +274,8 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset = stocks[:50]\n", - "stocks_subset.hvplot.bar(x='date', y='close', rot=90)" + "apple_subset = apple[:50]\n", + "apple_subset.hvplot.bar(x='date', y='close', rot=90)" ] }, { @@ -300,7 +291,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", + "apple_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=800, legend='top_left')" ] }, @@ -345,7 +336,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.step(x='date', y=['high', 'low'])" + "apple_subset.hvplot.step(x='date', y=['high', 'low'])" ] }, { @@ -429,7 +420,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" + "apple.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -455,7 +446,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y='close')" + "apple.hvplot.hist(y='close')" ] }, { @@ -472,7 +463,7 @@ "outputs": [], "source": [ "columns = ['close', 'high', 'low']\n", - "stocks.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" + "apple.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" ] }, { @@ -488,7 +479,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y=columns, legend='top', width=300, subplots=True)" + "apple.hvplot.hist(y=columns, legend='top', width=300, subplots=True)" ] }, { @@ -506,7 +497,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.kde(y='close')" + "apple.hvplot.kde(y='close')" ] }, { @@ -523,7 +514,7 @@ "outputs": [], "source": [ "columns=['close', 'high', 'low']\n", - "stocks.hvplot.kde(y=columns, alpha=0.5, value_label='Price (USD)', legend='top_right')" + "apple.hvplot.kde(y=columns, alpha=0.5, value_label='Price (USD)', legend='top_right')" ] }, { @@ -614,7 +605,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" + "apple_subset.hvplot(x='date', y='close') * apple_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -630,8 +621,8 @@ "metadata": {}, "outputs": [], "source": [ - "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", - " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" + "(apple_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " apple_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { @@ -640,7 +631,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" + "The previous examples summarized the fairly large NYC taxi dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the pickup locations, aggregating by the sum of passenger counts:" ] }, { @@ -649,7 +640,11 @@ "metadata": {}, "outputs": [], "source": [ - "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" + "import datashader as ds\n", + "\n", + "taxi.hvplot.points('pickup_x', 'pickup_y', rasterize=True, dynspread=True,\n", + " aggregator=ds.sum('passenger_count'),\n", + " cnorm='eq_hist', cmap='fire')" ] }, { diff --git a/doc/user_guide/Plotting_with_Matplotlib.ipynb b/doc/user_guide/Plotting_with_Matplotlib.ipynb index 4a242bf13..fb9ad4aa0 100644 --- a/doc/user_guide/Plotting_with_Matplotlib.ipynb +++ b/doc/user_guide/Plotting_with_Matplotlib.ipynb @@ -53,16 +53,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n", - "\n", - "HoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n", - "\n", - "We will be focusing on two different datasets:\n", - "\n", - "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", - "- A larger synthetic dataset of points organised into 5 clusters\n", - "\n", - "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -71,11 +62,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", + "from hvplot.sampledata import apple_stocks, nyc_taxi_remote, penguins\n", "\n", - "stocks = apple_stocks('pandas')\n", - "print(type(stocks))\n", - "stocks.head()" + "apple = apple_stocks('pandas')\n", + "print(type(apple))\n", + "apple.head()" ] }, { @@ -91,9 +82,9 @@ "metadata": {}, "outputs": [], "source": [ - "clusters = synthetic_clusters('dask', lazy=True)\n", - "print(type(clusters))\n", - "clusters.head()" + "taxi = nyc_taxi_remote('dask', lazy=True)\n", + "print(type(taxi))\n", + "taxi.head()" ] }, { @@ -130,7 +121,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.line(x='date', y='close')" + "apple.hvplot.line(x='date', y='close')" ] }, { @@ -146,14 +137,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y='close', kind='scatter')" + "apple.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot pickup locations, grouping by the number of passengers (``passenger_count``). We will sample 1% of the dataset and filter to trips with 1 or 2 passengers to keep two groups for a readable plot:" ] }, { @@ -162,8 +153,8 @@ "metadata": {}, "outputs": [], "source": [ - "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", - "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter', alpha=0.2)" + "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.01).compute()\n", + "taxi_subset.hvplot(x='pickup_x', y='pickup_y', by='passenger_count', kind='scatter', alpha=0.6)" ] }, { @@ -181,7 +172,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" + "apple.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" ] }, { @@ -198,7 +189,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "stocks.hvplot.\n", + "apple.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -233,7 +224,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'])" + "apple.hvplot.area(x='date', y=['high', 'low'])" ] }, { @@ -249,14 +240,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.3)" + "apple.hvplot.area(x='date', y=['high', 'low'], stacked=False, alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" + "Another use for an area plot is to visualize the spread of a value over time. For instance using the apple dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -265,9 +256,9 @@ "metadata": {}, "outputs": [], "source": [ - "stocks['year'] = stocks['date'].dt.year\n", - "stocks['month'] = stocks['date'].dt.month\n", - "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "apple['year'] = apple['date'].dt.year\n", + "apple['month'] = apple['date'].dt.month\n", + "monthly = apple.groupby(['year', 'month'])['close'].mean().reset_index()\n", "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", @@ -289,8 +280,8 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset = stocks[:50]\n", - "stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=900)" + "apple_subset = apple[:50]\n", + "apple_subset.hvplot.bar(x='date', y='close', rot=90, width=900)" ] }, { @@ -306,7 +297,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", + "apple_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=900, legend='top_left')" ] }, @@ -351,7 +342,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.step(x='date', y=['high', 'low'], rot=45)" + "apple_subset.hvplot.step(x='date', y=['high', 'low'], rot=45)" ] }, { @@ -435,7 +426,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" + "apple.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -461,7 +452,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y='close')" + "apple.hvplot.hist(y='close')" ] }, { @@ -478,7 +469,7 @@ "outputs": [], "source": [ "columns = ['close', 'high', 'low']\n", - "stocks.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" + "apple.hvplot.hist(y=columns, bins=50, alpha=0.5, legend='top', height=400)" ] }, { @@ -494,7 +485,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" + "apple.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" ] }, { @@ -512,7 +503,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.kde(y='close')" + "apple.hvplot.kde(y='close')" ] }, { @@ -529,7 +520,7 @@ "outputs": [], "source": [ "columns=['close', 'high', 'low']\n", - "stocks.hvplot.kde(y=columns, alpha=0.3, value_label='Price (USD)', legend='top_right')" + "apple.hvplot.kde(y=columns, alpha=0.3, value_label='Price (USD)', legend='top_right')" ] }, { @@ -620,7 +611,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" + "apple_subset.hvplot(x='date', y='close') * apple_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -636,8 +627,8 @@ "metadata": {}, "outputs": [], "source": [ - "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", - " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" + "(apple_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " apple_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { @@ -654,9 +645,9 @@ "outputs": [], "source": [ "tabledata = (\n", - " stocks_subset.assign(\n", + " apple_subset.assign(\n", " **{\n", - " \"Year\": stocks.date.dt.year,\n", + " \"Year\": apple.date.dt.year,\n", " }\n", " )\n", " .groupby(\"Year\") # Group data by year\n", @@ -673,7 +664,7 @@ "outputs": [], "source": [ "(\n", - " stocks_subset.hvplot.step(x='date', y='close', rot=90, width=550)+\n", + " apple_subset.hvplot.step(x='date', y='close', rot=90, width=550)+\n", " tabledata.hvplot.table(['Year', 'close', 'volume'], width=15, height=10)\n", ").opts(sublabel_format=\"{alpha})\", sublabel_size=14)" ] @@ -684,7 +675,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" + "The previous examples summarized the fairly large NYC taxi dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the pickup locations, aggregating by the sum of passenger counts:" ] }, { @@ -693,7 +684,11 @@ "metadata": {}, "outputs": [], "source": [ - "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" + "import datashader as ds\n", + "\n", + "taxi.hvplot.points('pickup_x', 'pickup_y', rasterize=True, dynspread=True,\n", + " aggregator=ds.sum('passenger_count'),\n", + " cnorm='eq_hist', cmap='fire', width=500, height=400)" ] }, { diff --git a/doc/user_guide/Plotting_with_Plotly.ipynb b/doc/user_guide/Plotting_with_Plotly.ipynb index 6d7f732a4..31bfdfe70 100644 --- a/doc/user_guide/Plotting_with_Plotly.ipynb +++ b/doc/user_guide/Plotting_with_Plotly.ipynb @@ -53,16 +53,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://bokeh.pydata.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n", - "\n", - "HoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n", - "\n", - "We will be focusing on two different datasets:\n", - "\n", - "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", - "- A larger synthetic dataset of points organised into 5 clusters\n", - "\n", - "The ``hvplot.sampledata`` module provides access to both datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -71,11 +62,11 @@ "metadata": {}, "outputs": [], "source": [ - "from hvplot.sampledata import apple_stocks, synthetic_clusters, penguins\n", + "from hvplot.sampledata import apple_stocks, nyc_taxi_remote, penguins\n", "\n", - "stocks = apple_stocks('pandas')\n", - "print(type(stocks))\n", - "stocks.head()" + "apple = apple_stocks('pandas')\n", + "print(type(apple))\n", + "apple.head()" ] }, { @@ -91,9 +82,9 @@ "metadata": {}, "outputs": [], "source": [ - "clusters = synthetic_clusters('dask', lazy=True)\n", - "print(type(clusters))\n", - "clusters.head()" + "taxi = nyc_taxi_remote('dask', lazy=True)\n", + "print(type(taxi))\n", + "taxi.head()" ] }, { @@ -130,7 +121,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.line(x='date', y='close')" + "apple.hvplot.line(x='date', y='close')" ] }, { @@ -146,14 +137,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y='close', kind='scatter')" + "apple.hvplot(x='date', y='close', kind='scatter')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot the y coordinate as a function of x, grouping the data by cluster category ('cat'). There are 5 clusters available, so we will select only two of them so that the plot is readable:" + "To group the data by one or more additional columns, specify an additional ``by`` variable. As an example here we will plot pickup locations, grouping by the number of passengers (``passenger_count``). We will sample 1% of the dataset and filter to trips with 1 or 2 passengers to keep two groups for a readable plot:" ] }, { @@ -162,8 +153,8 @@ "metadata": {}, "outputs": [], "source": [ - "cluster_subset = clusters[clusters.cat.isin(['d1', 'd2'])].compute()\n", - "cluster_subset.hvplot(x='x', y='y', by='cat', kind='scatter')" + "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.01).compute()\n", + "taxi_subset.hvplot(x='pickup_x', y='pickup_y', by='passenger_count', kind='scatter')" ] }, { @@ -181,7 +172,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" + "apple.hvplot(x='date', y=['open', 'close'], value_label='Price (USD)')" ] }, { @@ -198,7 +189,7 @@ "Instead of using the ``kind`` argument to the plot call, we can use the ``hvplot`` namespace, which lets us easily discover the range of plot types that are supported. Use tab completion to explore the available plot types:\n", "\n", "```python\n", - "stocks.hvplot.\n", + "apple.hvplot.\n", "```\n", "\n", "Plot types available include:\n", @@ -233,7 +224,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'])" + "apple.hvplot.area(x='date', y=['high', 'low'])" ] }, { @@ -249,14 +240,14 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.area(x='date', y=['high', 'low'], stacked=False)" + "apple.hvplot.area(x='date', y=['high', 'low'], stacked=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another use for an area plot is to visualize the spread of a value over time. For instance using the stocks dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" + "Another use for an area plot is to visualize the spread of a value over time. For instance using the apple dataset we may want to see the range of monthly mean closing prices within each year. For that purpose we group by year and month to get the monthly mean close, and then compute the min/max of those monthly means per year. Since the output of ``hvplot`` is just a regular holoviews object, we can use the overlay operator" ] }, { @@ -265,9 +256,9 @@ "metadata": {}, "outputs": [], "source": [ - "stocks['year'] = stocks['date'].dt.year\n", - "stocks['month'] = stocks['date'].dt.month\n", - "monthly = stocks.groupby(['year', 'month'])['close'].mean().reset_index()\n", + "apple['year'] = apple['date'].dt.year\n", + "apple['month'] = apple['date'].dt.month\n", + "monthly = apple.groupby(['year', 'month'])['close'].mean().reset_index()\n", "y_min_max = monthly.groupby('year')['close'].agg(['min', 'max'])\n", "y_mean = monthly.groupby('year')['close'].mean()\n", "\n", @@ -289,8 +280,8 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset = stocks[:50]\n", - "stocks_subset.hvplot.bar(x='date', y='close', rot=90)" + "apple_subset = apple[:50]\n", + "apple_subset.hvplot.bar(x='date', y='close', rot=90)" ] }, { @@ -306,7 +297,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.bar(x='date', y=['open', 'close'],\n", + "apple_subset.hvplot.bar(x='date', y=['open', 'close'],\n", " stacked=True, rot=90, width=800, legend='top_left')" ] }, @@ -351,7 +342,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot.step(x='date', y=['high', 'low'])" + "apple_subset.hvplot.step(x='date', y=['high', 'low'])" ] }, { @@ -453,7 +444,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.table(columns=['date', 'close', 'volume'], width=400)" + "apple.hvplot.table(columns=['date', 'close', 'volume'], width=400)" ] }, { @@ -479,7 +470,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y='close')" + "apple.hvplot.hist(y='close')" ] }, { @@ -496,7 +487,7 @@ "outputs": [], "source": [ "columns = ['close', 'high', 'low']\n", - "stocks.hvplot.hist(y=columns, bins=50, legend='top', height=400)" + "apple.hvplot.hist(y=columns, bins=50, legend='top', height=400)" ] }, { @@ -512,7 +503,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" + "apple.hvplot.hist(y=columns, legend='top', height=400, subplots=True)" ] }, { @@ -530,7 +521,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks.hvplot.kde(y='close')" + "apple.hvplot.kde(y='close')" ] }, { @@ -547,7 +538,7 @@ "outputs": [], "source": [ "columns=['close', 'high', 'low']\n", - "stocks.hvplot.kde(y=columns, value_label='Price (USD)', legend='top_right')" + "apple.hvplot.kde(y=columns, value_label='Price (USD)', legend='top_right')" ] }, { @@ -638,7 +629,7 @@ "metadata": {}, "outputs": [], "source": [ - "stocks_subset.hvplot(x='date', y='close') * stocks_subset.hvplot.scatter(x='date', y='close', c='k')" + "apple_subset.hvplot(x='date', y='close') * apple_subset.hvplot.scatter(x='date', y='close', c='k')" ] }, { @@ -654,8 +645,8 @@ "metadata": {}, "outputs": [], "source": [ - "(stocks_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", - " stocks_subset.hvplot.table(['date', 'close', 'volume'], width=420))" + "(apple_subset.hvplot.bar(x='date', y='close', rot=90, width=550) +\n", + " apple_subset.hvplot.table(['date', 'close', 'volume'], width=420))" ] }, { @@ -664,7 +655,7 @@ "source": [ "## Large data\n", "\n", - "The previous examples summarized the fairly large clusters dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the 'x' against the 'y' coordinates of the clusters:" + "The previous examples summarized the fairly large NYC taxi dataset using statistical plot types that aggregate the data into a feasible subset for plotting. We can instead aggregate the data directly into the viewable image using [datashader](https://datashader.org), which provides a rendering of the entire set of raw data available (as far as the resolution of the screen allows). Here we plot the pickup locations, aggregating by the sum of passenger counts:" ] }, { @@ -673,7 +664,11 @@ "metadata": {}, "outputs": [], "source": [ - "clusters.hvplot.scatter(x='x', y='y', by='cat', datashade=True)" + "import datashader as ds\n", + "\n", + "taxi.hvplot.points('pickup_x', 'pickup_y', rasterize=True, dynspread=True,\n", + " aggregator=ds.sum('passenger_count'),\n", + " cnorm='eq_hist', cmap='fire')" ] }, { From 949645f001e5b9491054097705402843de8b64b2 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Thu, 4 Jun 2026 12:51:05 +0100 Subject: [PATCH 07/15] re-add deleted paragraphs --- doc/user_guide/Plotting.ipynb | 2 +- doc/user_guide/Plotting_with_Matplotlib.ipynb | 2 +- doc/user_guide/Plotting_with_Plotly.ipynb | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/user_guide/Plotting.ipynb b/doc/user_guide/Plotting.ipynb index ffee496b6..cdca1a4fd 100644 --- a/doc/user_guide/Plotting.ipynb +++ b/doc/user_guide/Plotting.ipynb @@ -47,7 +47,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n\nHoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n\nWe will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { diff --git a/doc/user_guide/Plotting_with_Matplotlib.ipynb b/doc/user_guide/Plotting_with_Matplotlib.ipynb index fb9ad4aa0..be3b43bec 100644 --- a/doc/user_guide/Plotting_with_Matplotlib.ipynb +++ b/doc/user_guide/Plotting_with_Matplotlib.ipynb @@ -53,7 +53,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n\nHoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n\nWe will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { diff --git a/doc/user_guide/Plotting_with_Plotly.ipynb b/doc/user_guide/Plotting_with_Plotly.ipynb index 31bfdfe70..fb1487d8c 100644 --- a/doc/user_guide/Plotting_with_Plotly.ipynb +++ b/doc/user_guide/Plotting_with_Plotly.ipynb @@ -53,7 +53,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://bokeh.pydata.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n\nHoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n\nWe will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { From 3339c1044919a871b3fcb52b895bc505fe4c68b7 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Thu, 4 Jun 2026 13:52:12 +0100 Subject: [PATCH 08/15] download taxi data before tests --- scripts/download_data.py | 20 ++++++++++++-------- 1 file changed, 12 insertions(+), 8 deletions(-) diff --git a/scripts/download_data.py b/scripts/download_data.py index 8bd973d42..72728dae8 100644 --- a/scripts/download_data.py +++ b/scripts/download_data.py @@ -4,31 +4,35 @@ import bokeh from packaging.version import Version +from hvplot.sampledata import download as _hvs_download -def retry(func, *args, **kwargs): + +def download(label, func, *args, **kwargs): for i in range(5): try: - return func(*args, **kwargs) + func(*args, **kwargs) + print(f'{label} data downloaded.') + return except Exception as e: wait = 10 * 2**i print(f'Attempt {i + 1} failed: {e}. Retrying in {wait}s...', file=sys.stderr) time.sleep(wait) - return func(*args, **kwargs) + print(f'Failed to download {label} dataset after 5 attempts.') if Version(bokeh.__version__).release < (3, 5, 0): import bokeh.sampledata - retry(bokeh.sampledata.download) - print('bokeh data downloaded.') + download('bokeh', bokeh.sampledata.download) try: import pooch # noqa: F401 import scipy # noqa: F401 import xarray as xr - retry(xr.tutorial.open_dataset, 'air_temperature') - retry(xr.tutorial.open_dataset, 'rasm', decode_times=False) - print('xarray data downloaded.') + download('xarray air_temperature', xr.tutorial.open_dataset, 'air_temperature') + download('xarray rasm', xr.tutorial.open_dataset, 'rasm', decode_times=False) except ModuleNotFoundError as e: print(f'ModuleNotFoundError when attempting to download xarray datasets : {e}') + +download('nyc_taxi', _hvs_download, 'nyc_taxi_remote') From e5a58ee6e62e9e897ee45fe68f68f2e94212a315 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Thu, 4 Jun 2026 14:19:35 +0100 Subject: [PATCH 09/15] optional skip --- scripts/download_data.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/download_data.py b/scripts/download_data.py index 72728dae8..11f386dac 100644 --- a/scripts/download_data.py +++ b/scripts/download_data.py @@ -4,8 +4,6 @@ import bokeh from packaging.version import Version -from hvplot.sampledata import download as _hvs_download - def download(label, func, *args, **kwargs): for i in range(5): @@ -35,4 +33,9 @@ def download(label, func, *args, **kwargs): except ModuleNotFoundError as e: print(f'ModuleNotFoundError when attempting to download xarray datasets : {e}') -download('nyc_taxi', _hvs_download, 'nyc_taxi_remote') +try: + from hvplot.sampledata import download as _hvs_download + + download('nyc_taxi', _hvs_download, 'nyc_taxi_remote') +except ImportError: + print('hvsampledata is not available in this environment, skipping nyc_taxi download.') From 271c7504aa20dc743fd3f6e6e4de09fbc31fbc13 Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 12 Jun 2026 21:33:06 +0200 Subject: [PATCH 10/15] plot less data --- doc/user_guide/Plotting.ipynb | 14 ++++++++++++-- doc/user_guide/Plotting_with_Plotly.ipynb | 14 ++++++++++++-- 2 files changed, 24 insertions(+), 4 deletions(-) diff --git a/doc/user_guide/Plotting.ipynb b/doc/user_guide/Plotting.ipynb index cdca1a4fd..4c9dd11a9 100644 --- a/doc/user_guide/Plotting.ipynb +++ b/doc/user_guide/Plotting.ipynb @@ -47,7 +47,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n\nHoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n\nWe will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://docs.bokeh.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n", + "\n", + "HoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n", + "\n", + "We will be focusing on three different datasets:\n", + "\n", + "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", + "- A dataset of Palmer Penguins measurements used for statistical plots\n", + "- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n", + "\n", + "The ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -147,7 +157,7 @@ "metadata": {}, "outputs": [], "source": [ - "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.01).compute()\n", + "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.001).compute()\n", "taxi_subset.hvplot(x='pickup_x', y='pickup_y', by='passenger_count', kind='scatter', alpha=0.6)" ] }, diff --git a/doc/user_guide/Plotting_with_Plotly.ipynb b/doc/user_guide/Plotting_with_Plotly.ipynb index fb1487d8c..9f2035964 100644 --- a/doc/user_guide/Plotting_with_Plotly.ipynb +++ b/doc/user_guide/Plotting_with_Plotly.ipynb @@ -53,7 +53,17 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://bokeh.pydata.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n\nHoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n\nWe will be focusing on three different datasets:\n\n- A small CSV file of Apple Inc. (AAPL) daily stock prices\n- A dataset of Palmer Penguins measurements used for statistical plots\n- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n\nThe ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" + "As we learned the hvPlot API closely mirrors the [Pandas plotting API](https://pandas.pydata.org/pandas-docs/stable/visualization.html), but instead of generating static images when used in a notebook, it uses HoloViews to generate either static or dynamically streaming Bokeh plots. Static plots can be used in any context, while streaming plots require a live [Jupyter notebook](https://jupyter.org), a deployed [Bokeh Server app](https://bokeh.pydata.org/en/latest/docs/user_guide/server.html), or a deployed [Panel](https://panel.holoviz.org) app.\n", + "\n", + "HoloViews provides an extensive, very rich set of objects along with a powerful set of operations to apply, as you can find out in the [HoloViews User Guide](https://holoviews.org/user_guide/index.html). But here we will focus on the most essential mechanisms needed to make your data visualizable, without having to worry about the mechanics going on behind the scenes.\n", + "\n", + "We will be focusing on three different datasets:\n", + "\n", + "- A small CSV file of Apple Inc. (AAPL) daily stock prices\n", + "- A dataset of Palmer Penguins measurements used for statistical plots\n", + "- A larger dataset of NYC taxi trips with pickup and dropoff locations in Web Mercator coordinates\n", + "\n", + "The ``hvplot.sampledata`` module provides access to these datasets via the ``hvsampledata`` package, which we can load either using pandas:" ] }, { @@ -153,7 +163,7 @@ "metadata": {}, "outputs": [], "source": [ - "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.01).compute()\n", + "taxi_subset = taxi[taxi.passenger_count.isin([1, 2])].sample(frac=0.001).compute()\n", "taxi_subset.hvplot(x='pickup_x', y='pickup_y', by='passenger_count', kind='scatter')" ] }, From 9e6c3fe08a8a0ce1525aa3cbdf9caafa855ef937 Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 12 Jun 2026 21:33:45 +0200 Subject: [PATCH 11/15] don't remove sample_data's code --- hvplot/sample_data.py | 32 +++++++++++++++++++++++--------- 1 file changed, 23 insertions(+), 9 deletions(-) diff --git a/hvplot/sample_data.py b/hvplot/sample_data.py index cb9658bc0..a2c7a3af5 100644 --- a/hvplot/sample_data.py +++ b/hvplot/sample_data.py @@ -6,10 +6,10 @@ package and does not require intake. """ +import os import warnings from .util import _find_stack_level -from . import sampledata as _sampledata warnings.warn( "The 'hvplot.sample_data' module is deprecated and will be removed in a " @@ -18,13 +18,27 @@ stacklevel=_find_stack_level(), ) -from .sampledata import * # noqa: F401, F403, E402 +try: + from intake import open_catalog + import intake_parquet # noqa + import intake_xarray # noqa + import s3fs # noqa +except ImportError: + raise ImportError( + """Loading hvPlot sample data requires: + * intake + * intake-parquet + * intake-xarray + * s3fs + Install these using conda or pip before loading data.""" + ) +_file_path = os.path.dirname(__file__) +_cat_path = os.path.join(_file_path, 'datasets.yaml') -def __getattr__(name): - if not _sampledata._hvsampledata_available: - raise AttributeError( - "Install the package 'hvsampledata' to access datasets from " - "'hvplot.sample_data' (deprecated; use 'hvplot.sampledata' instead)." - ) - raise AttributeError(f"module 'hvplot.sample_data' has no attribute {name!r}") +# Load catalogue +catalogue = open_catalog(_cat_path) + +# Add catalogue entries to namespace +for _c in catalogue: + globals()[_c] = catalogue[_c] From 52513621b8d983570207c07bc5afc8a95aa2085f Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 12 Jun 2026 21:38:39 +0200 Subject: [PATCH 12/15] docstring update --- hvplot/sample_data.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/hvplot/sample_data.py b/hvplot/sample_data.py index a2c7a3af5..21acfc894 100644 --- a/hvplot/sample_data.py +++ b/hvplot/sample_data.py @@ -1,9 +1,7 @@ """ Deprecated. Use ``hvplot.sampledata`` instead. -This module previously loaded hvPlot sample data using an intake catalogue. -It has been replaced by ``hvplot.sampledata``, which uses the ``hvsampledata`` -package and does not require intake. +Loads hvPlot sample data using intake catalogue. """ import os From ba8d50846ac0b6c598a26f55bc4843392ed0b333 Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 12 Jun 2026 21:58:13 +0200 Subject: [PATCH 13/15] fix the test --- hvplot/tests/testdeprecations.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/hvplot/tests/testdeprecations.py b/hvplot/tests/testdeprecations.py index 05e401d93..24320f1d3 100644 --- a/hvplot/tests/testdeprecations.py +++ b/hvplot/tests/testdeprecations.py @@ -33,6 +33,10 @@ def test_converter_argument_hover_formatters(): def test_sample_data_deprecation(): + pytest.importorskip('intake') + pytest.importorskip('intake_parquet') + pytest.importorskip('intake_xarray') + pytest.importorskip('s3fs') with pytest.warns(FutureWarning): importlib.import_module('hvplot.sample_data') sys.modules.pop('hvplot.sample_data', None) From f30b46f7d4a19888181c03913fbb98fc291a3c05 Mon Sep 17 00:00:00 2001 From: maximlt Date: Fri, 12 Jun 2026 21:58:21 +0200 Subject: [PATCH 14/15] update the deprecations list --- doc/ref/deprecations.md | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/ref/deprecations.md b/doc/ref/deprecations.md index af6a263ec..e9587735e 100644 --- a/doc/ref/deprecations.md +++ b/doc/ref/deprecations.md @@ -4,6 +4,7 @@ List of currently deprecated APIs: | Warning | Description | |-|-| +| `FutureWarning` since `0.12.1` | `sample_data` module that required the `intake` package, use `sampledata` instead that requires `hvsampledata`. | | `DeprecationWarning` since `0.12.0` | `hover_formatters` argument, use `hover_tooltips` instead. | | `FutureWarning` since `0.12.0` | Passing DuckDB objects to `hvplot.plotting.plot`, use `import hvplot.duckdb` instead. | | `FutureWarning` since `0.12.0` | `debug` argument | From 394a7461ac7d71f24de8371ef8e26f3dcc9af5f1 Mon Sep 17 00:00:00 2001 From: Isaiah Akorita Date: Mon, 15 Jun 2026 14:17:19 +0100 Subject: [PATCH 15/15] update homepage image --- doc/_static/home/layout.gif | Bin 109054 -> 0 bytes doc/_static/home/layout.png | Bin 0 -> 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