geoviews | Simple , concise geographical visualization in Python | Data Visualization library

 by   holoviz Python Version: 1.9.5-rc.1 License: BSD-3-Clause

kandi X-RAY | geoviews Summary

kandi X-RAY | geoviews Summary

geoviews is a Python library typically used in Analytics, Data Visualization applications. geoviews has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. You can install using 'npm i geoviews' or download it from GitHub, npm.

GeoViews is a Python library that makes it easy to explore and visualize any data that includes geographic locations. It has particularly powerful support for multidimensional meteorological and oceanographic datasets, such as those used in weather, climate, and remote sensing research, but is useful for almost anything that you would want to plot on a map! You can see lots of example notebooks at geoviews.org, and a good overview is in our blog post announcement. GeoViews is built on the HoloViews library for building flexible visualizations of multidimensional data. GeoViews adds a family of geographic plot types based on the Cartopy library, plotted using either the Matplotlib or Bokeh packages. Each of the new GeoElement plot types is a new HoloViews Element that has an associated geographic projection based on cartopy.crs. The GeoElements currently include Feature, WMTS, Tiles, Points, Contours, Image, QuadMesh, TriMesh, RGB, HSV, Labels, Graph, HexTiles, VectorField and Text objects, each of which can easily be overlaid in the same plots. E.g. an object with temperature data can be overlaid with coastline data using an expression like gv.Image(temperature) * gv.Feature(cartopy.feature.COASTLINE). Each GeoElement can also be freely combined in layouts with any other HoloViews Element , making it simple to make even complex multi-figure layouts of overlaid objects.
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            kandi-support Support

              geoviews has a highly active ecosystem.
              It has 486 star(s) with 70 fork(s). There are 28 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 105 open issues and 215 have been closed. On average issues are closed in 106 days. There are 9 open pull requests and 0 closed requests.
              It has a positive sentiment in the developer community.
              The latest version of geoviews is 1.9.5-rc.1

            kandi-Quality Quality

              geoviews has 0 bugs and 0 code smells.

            kandi-Security Security

              geoviews has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              geoviews code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              geoviews is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              geoviews releases are available to install and integrate.
              Deployable package is available in npm.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 5485 lines of code, 383 functions and 47 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed geoviews and discovered the below as its top functions. This is intended to give you an instant insight into geoviews implemented functionality, and help decide if they suit your requirements.
            • Process an element
            • Return an instance of the resample
            • Clone this element
            • Convert a geometry object to a dictionary
            • Create a GeoDataFrame from multiple data
            • Check if a dimension is a scalar
            • Convert data into a GeoDataFrame
            • Get the values for a given dimension
            • Return the length of a geometry
            • Geometry collection
            • Process GeoBox edit message
            • Return the extents of the element
            • Return the selected axis
            • Return the setup version for a given repo
            • Assign new values to a dataset
            • Select rows based on selection
            • List of holes in a shapely geometry
            • Return a dict containing the coordinates of the geotranslection
            • Return the values of a given dimension
            • Return a subset of the dataset
            • Load an array from an array
            • Initialize the axes
            • Convert tile source to RGB
            • Process an image
            • Construct from a shapefile
            • Load a tiff file
            Get all kandi verified functions for this library.

            geoviews Key Features

            No Key Features are available at this moment for geoviews.

            geoviews Examples and Code Snippets

            No Code Snippets are available at this moment for geoviews.

            Community Discussions

            QUESTION

            Multipoint(df['geometry']) key error from dataframe but key exist. KeyError: 13 geopandas
            Asked 2021-Oct-11 at 14:51

            data source: https://catalog.data.gov/dataset/nyc-transit-subway-entrance-and-exit-data

            I tried looking for a similar problem but I can't find an answer and the error does not help much. I'm kinda frustrated at this point. Thanks for the help. I'm calculating the closest distance from a point.

            ...

            ANSWER

            Answered 2021-Oct-11 at 14:21

            geopandas 0.10.1

            • have noted that your data is on kaggle, so start by sourcing it
            • there really is only one issue shapely.geometry.MultiPoint() constructor does not work with a filtered series. Pass it a numpy array instead and it works.
            • full code below, have randomly selected a point to serve as gpdPoint

            Source https://stackoverflow.com/questions/69521034

            QUESTION

            Geoviews FilledContours: keeping filled colours but removing countour lines
            Asked 2021-Sep-12 at 16:55

            I would like to plot something that resembles a kdeplot using geoviews without actually plotting the contour lines. The geoplot library supports something like this:

            How can I make such a plot in geoviews?

            Here is a very basic example of the kind of kdeplot I am managing to generate via geoviews, which by default plots the black lines that separates different intensities:

            ...

            ANSWER

            Answered 2021-Sep-12 at 16:55

            The argument you have to use is line_color and in your case you want to set it to None.

            Applying the change to this line of code

            Source https://stackoverflow.com/questions/69150260

            QUESTION

            GeoViews: adding a tile basemap using matplotlib backend
            Asked 2021-Aug-02 at 14:49

            Using the matplotlib backend, is it possible to add a tile basemap such as OSM to a GeoViewsplot, e.g. by somehow calling contextily? Using the Bokeh backend, this is done via gv.tile_sources and then adding it to an overlay but is there a similar function for the mpl backend?

            Post-answer edit

            Adding a reproducible example assuming one is switching between backends, and using neighbourhood-level polygon gdfs in EPSG:4326.

            What made me initially think adding a basemap was not possible was (1) not defining the WMTS zoom level (causing undecipherable pixelated text to be plotted instead of features), and, after reading James' answer, (2) adding the tiles layer to the layout last, not first, which caused tiles to cover the polygons layers (not an issue on the bokeh backend, but with matplotlib apparently it does matter).

            ...

            ANSWER

            Answered 2021-Aug-01 at 16:58

            QUESTION

            Datashader: categorical colormapping of GeoDataFrames
            Asked 2021-Jul-13 at 20:25
            Installed packages

            datashader 0.13.0, holoviews 1.14.4, geoviews 1.9.1., bokeh 2.3.2.

            What I'm trying to do

            I'm trying to recreate a choropleth map with one color mapped to one category in a large GeoDataFrame using Datashader, following this example in the Pipeline page and this as well as this SO, which all differ slightly in their syntax, and all use points as the example, rather than polygons.

            Reproducible code sample

            Below a small sample of the full dataset.

            ...

            ANSWER

            Answered 2021-Jul-13 at 20:25

            Try agg=ds.by('category', ds.any()), which will ignore polygons that overlap in any pixel. ds.count_cat('category') is now an alias for ds.by('category', ds.count()), but as of Datashader 0.12.1 you are no longer limited to just count, and can e.g. use any to discard information about overlaps.

            Source https://stackoverflow.com/questions/68358278

            QUESTION

            Make bokeh's custom TapTool work for holoviews
            Asked 2021-May-06 at 18:09

            I would like to use bokeh's TapTool to open a different URL when clicking on each of some holoviews.Polygons. An perfect example of how this works in bokeh is in the bokeh docs for point data. However, when I try to use it in holoviews, it doesn't seem to work. The closest thing I could get to work is this:

            ...

            ANSWER

            Answered 2021-May-06 at 18:09

            Not sure; seems to work when I do it for this nonsensical example:

            Source https://stackoverflow.com/questions/67384421

            QUESTION

            Hvplot AttributeError: 'list' object has no attribute 'xy'
            Asked 2021-Apr-19 at 15:11

            I have trouble making a interactive map with PySAL. I want to visualize the dutch 'gemeente' (Municipalities). You can download shape files from the dutch bureau of statistics: https://www.cbs.nl/nl-nl/dossier/nederland-regionaal/geografische-data/wijk-en-buurtkaart-2019

            ...

            ANSWER

            Answered 2021-Apr-19 at 15:11

            The issue is related to the Coordinate Reference System of the shapefile.

            Looking at coords.crs shows EPSG:28992.

            You can get hvplot to work with this:

            Source https://stackoverflow.com/questions/67139335

            QUESTION

            Geoviews Plots Displays Incorrect Longitude & Latitude / Displays Them in the Wrong Format
            Asked 2020-Oct-08 at 20:55

            I have a Point with a longitude = -0.050122 and latitude = 52.699185.

            When I plot this in Geoviews, this Point is incorrectly displayed:

            ...

            ANSWER

            Answered 2020-Oct-08 at 20:55

            Just to clarify, the point itself looks correctly displayed (plotted in the correct location), but the hover information is displayed in Web Mercator coordinates rather than the more human-readable native lat/lon values. I believe this is a bug; see https://github.com/holoviz/geoviews/issues/470 .

            (Not sure what the "th" in the hover is, though; I don't see that in my copy.)

            Source https://stackoverflow.com/questions/64252366

            QUESTION

            Geopandas Overlay (Intersection) Returns Zero Rows
            Asked 2020-Oct-05 at 13:02

            I created a single row GeoDataFrame with a Points geometry column as follows:

            1. Create df ...

            ANSWER

            Answered 2020-Oct-05 at 08:51

            You have different projections most likely. You admin boundaries are in EPSG:27700.

            To make sure that you are re-projecting to the CRS of other dataframe, always pass that CRS directly.

            Source https://stackoverflow.com/questions/64200595

            QUESTION

            Geoview and geopandas groupby projection error
            Asked 2020-Jul-10 at 15:57

            I’m experiencing projection errors following a groupby on geodataframe. Below you will find the libraries that I am using:

            ...

            ANSWER

            Answered 2020-Jul-10 at 15:57

            For some reason geoviews doesn't like the OSGB projection then followed by a groupby, as it tries to default back to platecaree projection.

            The way I fixed it was to just make the entire dataset project in epsg:4326. For anyone who also runs into this problem, code below (it is a well documented solution:

            Source https://stackoverflow.com/questions/62824221

            QUESTION

            GeoViews saving inline HTML file is very large
            Asked 2020-May-01 at 04:07

            I have created geo-dataframe using a combination of geopandas and geoviews. Libraries I'm using are below:

            ...

            ANSWER

            Answered 2020-May-01 at 04:07

            You can make the file smaller by rasterizng or by decimating the shapes. For rasterizng you can call hv.operation.datashader.rasterize(obj), and I think there is something in Shapely or GeoPandas for simplifying the shapes.

            Source https://stackoverflow.com/questions/61505284

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install geoviews

            If you want the latest GeoViews, you will need an up-to-date environment. Updating is never risk-free, but it is a good idea in general and the commands conda list --revisions and conda install --revision N can usually recover from updates gone awry.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

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            Install
          • npm

            npm i geoviews

          • CLONE
          • HTTPS

            https://github.com/holoviz/geoviews.git

          • CLI

            gh repo clone holoviz/geoviews

          • sshUrl

            git@github.com:holoviz/geoviews.git

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