lux | Automatically visualize your pandas | Data Visualization library

 by   lux-org Python Version: 0.5.1 License: Apache-2.0

kandi X-RAY | lux Summary

kandi X-RAY | lux Summary

lux is a Python library typically used in Analytics, Data Visualization, Jupyter, Pandas applications. lux has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install lux' or download it from GitHub, PyPI.

Automatically visualize your pandas dataframe via a single print! 📊 💡

            kandi-support Support

              lux has a medium active ecosystem.
              It has 4493 star(s) with 346 fork(s). There are 88 watchers for this library.
              It had no major release in the last 12 months.
              There are 67 open issues and 159 have been closed. On average issues are closed in 70 days. There are 11 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of lux is 0.5.1

            kandi-Quality Quality

              lux has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              lux is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              lux releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              lux saves you 2930 person hours of effort in developing the same functionality from scratch.
              It has 10204 lines of code, 660 functions and 102 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed lux and discovered the below as its top functions. This is intended to give you an instant insight into lux implemented functionality, and help decide if they suit your requirements.
            • Determine the encoding of a measure .
            • Compute interestingness .
            • Execute aggregate aggregation function
            • Adds a filter to the intent .
            • Process executor lines .
            • Create a heatmap plot .
            • Save the widget as HTML .
            • Parse the intent description .
            • Calculate the deviation of a dataset .
            • Displays univariate univariate distribution .
            Get all kandi verified functions for this library.

            lux Key Features

            No Key Features are available at this moment for lux.

            lux Examples and Code Snippets

            MAX44009 I2C LUX sensor,Schema breakout max44009 / GY-49
            C++dot img1Lines of Code : 19dot img1License : Permissive (MIT)
            copy iconCopy
            //  breakout MAX44009 / GY-49
            //      +--------+
            //  VCC |o       |
            //  GND |o       |
            //  SCL |o      o| ADDRESS
            //  SDA |o      o| -INT
            //      +--------+
            // ADDRESS:
            // 0 = 0x4A
            // 1 = 0x4B
            // INT:
            // Connect the INT pin to an pull up res  
            Swiftdot img2Lines of Code : 10dot img2no licencesLicense : No License
            copy iconCopy
            Set brightness of all connected Apple displays on macOS
              lux    Brightness level from 0 to 10
              lux 0         Minimum brightness
              lux 5         50% brightness
              lux 10        Maximum brightness
            Lux ,How to install it,Swift package
            Swiftdot img3Lines of Code : 7dot img3License : Permissive (MIT)
            copy iconCopy
            let package = Package (
                dependencies: [
                    .package(url: "", from: "0.1.0")
            copy iconCopy
            BalR = {'balance': [{'account_id': '619619619619', 'asset': 'LUX', 
            'balance': '17639852741.00', 'reserved': '619619', 'unconfirmed': '619619'}]}
            python functions not returning their values properly?
            Pythondot img5Lines of Code : 6dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            role = roleChoose()
            grab = arrayGrab(role)
            char = charSelect(grab)
            Problem running the Lux library - Jupyter Notebooks
            Pythondot img6Lines of Code : 10dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            sudo mkdir /usr/local/share/jupyter
            sudo chmod 777 /usr/local/share/jupyter
            jupyter nbextension install --py luxwidget
            jupyter nbextension enable --py luxwidget
            POST requests get refused after a while on Kubernetes Pod
            Pythondot img7Lines of Code : 38dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            apiVersion: apps/v1
            kind: Deployment
              name: weather-server
                app: weather-server
              replicas: 2
                  app: weather-server
                    app: weather
            copy iconCopy
            WebDriverWait(driver, 20).until(EC.frame_to_be_available_and_switch_to_it((By.CSS_SELECTOR,"form[name='frmScrip'] iframe")))
            print(WebDriverWait(driver, 20).until(EC.visibility_of_element_l
            Unpacking nested list of dictionaries
            Pythondot img9Lines of Code : 3dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            In [13]: [len(i) for i in variant]
            Out[13]: [3, 4, 2, 2, 2, 0, 22, 9, 1]
            How to Extract HTML from JSON Response
            Pythondot img10Lines of Code : 2dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            result = output.replace("\n", "")

            Community Discussions


            Reorder plot legend categories in a terra SpatVector map
            Asked 2022-Apr-04 at 17:06

            Is there a way to have the plot legend categories in a specific order with a SpatVector map of package terra? Example:



            Answered 2022-Apr-01 at 12:35

            I have a bit tricky solution. You can manually set a legend in your plot using the base R legend function. You can use the following code:



            Hide fields based on selection from dropdown
            Asked 2022-Apr-04 at 12:42

            I have dropdown menu for categories where you can select a type of property like (colocation, sell, buy) and based on that selection fields will show to add extra information's

            But every selection need specific type of fields

            For I'm using jQuery but I don't know how to show fields based on every selection

            Html code for menu :



            Answered 2022-Apr-04 at 12:42

            I fixed this question by using this code



            Pie chart with multiple dropdown options
            Asked 2022-Mar-31 at 09:30

            I'm trying to make a pie chart with 3 options:

            1. Create graph for all item when don't select dropdown options
            2. Show each graph for each item selection.
            3. Create graph for multiple item options. It's the sum of item options.

            Below is my code:



            Answered 2022-Mar-31 at 09:30

            The multiple selection in the dropdown should be set as multi=positive and the values received will be a mixture of single and multiple values, so the format needs to be changed to extract conditions by the values included using isin. I'm also adding a setting as an initial graph. Please verify the data yourself as we have not verified all the data.



            Update dashtable columns name dynamically
            Asked 2022-Mar-29 at 11:17

            I'm trying to make a dashtable and its columns will be change dynamically based on dropdowns value.

            Below is my sample code:



            Answered 2022-Mar-29 at 11:17

            This is the error javascript throws back in the browser console:

            Object { message: "ID not found in layout", html: "Attempting to connect a callback Output item to component:\n \"tableDiv\"\nbut no components with that id exist in the layout.\n\nIf you are assigning callbacks to components that are\ngenerated by other callbacks (and therefore not in the\ninitial layout), you can suppress this exception by setting\n```suppress_callback_exceptions=True```.\nThis ID was used in the callback(s) for Output(s):\n tableDiv.children" } dash_renderer.v2_1_0m1644023699.min.js:2:84904

            Object { message: "ID not found in layout", html: "Attempting to connect a callback Input item to component:\n \"columns_name\"\nbut no components with that id exist in the layout.\n\nIf you are assigning callbacks to components that are\ngenerated by other callbacks (and therefore not in the\ninitial layout), you can suppress this exception by setting\n```suppress_callback_exceptions=True```.\nThis ID was used in the callback(s) for Output(s):\n tableDiv.children" }

            As it suggests, you are referring to id components that are generated by another callback (namely, callback render_tab_content generates the tableDiv div and is being referred to by update_column_name). This is a problem, as your tableDiv won't be present when you select the dashboard table but the callback may still be invoked (at least initially which is why you are having an issue to begin with).

            It's best to perhaps have the contents of update_column_name combined with render_table_content and generate the column stuff you need through the one callback. You don't really gain anything from splitting into 2 callbacks in this instance, and if you really want, you can abstract the contents of the other callback into a normal function and just call it in render_tab_content. Here is a suggested adaptation:



            Change stacked bar graph color with dropdown
            Asked 2022-Mar-26 at 13:50

            I'm trying to create a stacked bar chart and then change color of it by dropdown value. Below is my sample code:



            Answered 2022-Mar-26 at 13:50

            The modification is that the drop-down default should choose a qualitative color name. And the bar chart color specification needs to be written in the form px.colors.qualitative.G10.



            Transforming many columns into 3 column categories which contains lists?
            Asked 2022-Mar-24 at 17:36

            I have a DataFrame with 31 columns, which contains 3 categories "Classic", "Premium" and "Luxe" I want to swap the way the DataFrame works to have only 3 comumns "Classic", "Premium" and "Luxe" and 31 categories which can be listed inside.

            Since I'm new I can only post a link to the picture for more clarity : Here is what I have and what I want to do

            Here's what I tried so far:

            Suppose we use this DataFrame



            Answered 2022-Mar-24 at 17:21

            You were right with melt. After that you need a pivot table:



            Python: Jupyter: How select a specific string in a Dict & List. conventional methods aren't working
            Asked 2022-Mar-15 at 19:43

            Good day Everyone, I am getting Data from an API that looks like this . .



            Answered 2022-Mar-15 at 19:43

            You have a list within your dict, you should get the first item on the list and then use the key from the inside dict.



            Reimplement an algorithm to create a refine list
            Asked 2022-Feb-22 at 07:44

            I'm trying to reimplement an algorithm to create a refine keywords list. I don't have the original source code, only the tool .exe file, so I only have the input and the expected output.

            The problem here is that the output of my function doesn't match with the output of the original one. Here's the code that I'm using:



            Answered 2022-Feb-03 at 20:09

            How about taking it as a block of text, splitting on line endings or underscores and getting the unique remnants:



            How can I find a matching value between two columns in R?
            Asked 2022-Feb-16 at 16:28

            I have a dataframe grouped that contains rows assigned by a reference number like so:



            Answered 2022-Feb-16 at 16:25


            MYSQL Having trouble doing a GROUP BY and getting data from 4 database tables
            Asked 2022-Feb-16 at 04:13

            I have 4 database tables Rental Car Company Database, Rental Car Details Database, Rental Car Rates Database, and Booked Car Database.

            There are multiple Rental Car companies and locations that have multiple cars with each car having different rates ranges,

            What I'm trying to do is query all these databases to find out what locations have only trucks available for dates 03/04/22 - 03/10/22.

            I want each location to show how many trucks are available at each location along with the lowest daily rate and the highest daily rate.

            The problem is each truck has different prices, so when I do a GROUP BY Location its giving the high and low rate of only one truck when two are available. My low should be the lowest dailyrate of the two and the high rate should be the highest daily rate of the two for the dates i have searched.

            The result I get with the data and code below is:

            Location CarCount Type RentalCarCompanyName lowrate Highrate LosAngeles 1 Truck Car Lux 281 281 NewYork 2 Truck Discount Car Rental 125 125

            What I'm trying to get is:

            Location CarCount Type RentalCarCompanyName lowrate Highrate LosAngeles 1 Truck Car Lux 281 281 NewYork 2 Truck Discount Car Rental 125 169

            I have four database tables like the following

            Rental Car Company Database Table Name: (geolocations)

            Location Address CompanyName NewYork Queens, NY 11430 Discount Car Rental LosAngeles 1 World Way, Los Angeles, CA 90045 Car Lux

            Rental Car Details Database Table Name: (Cars)

            Location Car Type NewYork NYCar1 Truck NewYork NYCar2 Truck NewYork NYCar3 Car NewYork NYCar4 Truck LosAngeles LACar1 Truck LosAngeles LACar2 Truck LosAngeles LACar3 Truck LosAngeles LACar4 Van

            Rental Car Rates Database Table Name: (prices)

            Car fromdate todate dayrate NYCar1 2022-01-01 2022-04-01 199 NYCar1 2022-04-01 2022-07-01 499 NYCar1 2022-07-01 2022-12-31 300 NYCar2 2022-01-01 2022-04-01 125 NYCar2 2022-04-01 2022-07-01 399 NYCar2 2022-07-01 2022-12-31 200 NYCar3 2022-01-01 2022-04-01 169 NYCar3 2022-04-01 2022-07-01 267 NYCar3 2022-07-01 2022-12-31 250 NYCar4 2022-01-01 2022-04-01 169 NYCar4 2022-04-01 2022-07-01 267 NYCar4 2022-07-01 2022-12-31 250 LACar1 2022-01-01 2022-04-01 281 LACar1 2022-04-01 2022-07-01 267 LACar1 2022-07-01 2022-12-31 267 LACar2 2022-01-01 2022-04-01 300 LACar2 2022-04-01 2022-07-01 250 LACar2 2022-07-01 2022-12-31 267 LACar3 2022-01-01 2022-04-01 500 LACar3 2022-04-01 2022-07-01 700 LACar3 2022-07-01 2022-12-31 400 LACar4 2022-01-01 2022-04-01 500 LACar4 2022-04-01 2022-07-01 700 LACar4 2022-07-01 2022-12-31 400

            Booked Car Database Table Name: (bookings)

            Car ArrivalDate DepartureDate Name NYCar1 2022-03-01 2022-03-19 Mike Smith LACar2 2022-03-08 2022-03-16 Joe Luck LACar3 2022-03-05 2022-03-25 Kelly Johnson

            The code I have tried is below



            Answered 2022-Feb-16 at 04:13

            Here is your updated query


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


            No vulnerabilities reported

            Install lux

            To start using Lux, simply add an extra import statement along with your Pandas import. Lux can be used without modifying any existing Pandas code. Here, we use Pandas's read_csv command to load in a dataset of colleges and their properties. When the dataframe is printed out, Lux automatically recommends a set of visualizations highlighting interesting trends and patterns in the dataset.
            Note: Lux's official package name is lux-api (not lux). After installing the package, remember to run the setup instructions for your notebook IDE, e.g., jupyter notebook and jupyter lab. To get started, please follow both the installation and setup instructions in your command line. lux-api can be installed through PyPI or conda-forge.
            To use Lux with any Jupyter notebook-based frontends (e.g., Jupyter notebook, JupyterHub, or VSCode), activate the notebook extension:. If the installation happens correctly, you should see two - Validating: OK after executing the two lines above. Note that you may have to restart the Jupyter Notebook server to ensure that the widget is displaying correctly.
            Lux is compatible with both Jupyter Lab version 2 and 3. To use Lux in Jupyter Lab, activate the lab extension:. Note that JupyterLab and VSCode is supported only for lux-widget version >=0.1.2, if you have an earlier version, please upgrade to the latest version of lux-widget. Lux has only been tested with the Chrome browser. If you encounter issues with the installation, please refer to this page to troubleshoot the installation. Follow these instructions to set up Lux for development purposes.


            Lux is undergoing active development. If you are using Lux, we would love to hear from you!.
            Find more information at:

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            pip install lux

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            gh repo clone lux-org/lux

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