Automatic data visualization in atom with the nteract data-explorer

Related tags

Data Visualization data-explorer
Overview

Data Explorer

Interactively explore your data directly in atom with hydrogen!

The nteract data-explorer provides automatic data visualization, so you can get a feel for your data quickly and with minimal code!

nteract data explorer in hydrogen

🚧 This is a work in progress. Please open issues and pull requests!

⚠️ As this package has some open issues with styling, the following atom themes are recommended for now:

  • 🎨 Atom One Light syntax theme
  • 🎨 Atom One Light UI theme

How to try it out:

Atom packages:

  • Install both hydrogen and the data-explorer package in atom, or in the cli: 
    apm install hydrogen data-explorer

Make sure you have installed:

Then, just start a python kernel in hydrogen and run the following code:

import pandas as pd

# Enable the table_schema option in pandas, 
# data-explorer makes this snippet available with the `dx` prefix:
pd.options.display.html.table_schema = True
pd.options.display.max_rows = None

# (Your dataframe here)
iris_filename = './iris.csv'
df1 = pd.read_csv(iris_filename)

df1
Comments
  • Failed to load the data-explorer package

    Failed to load the data-explorer package

    [Enter steps to reproduce:]

    1. ...
    2. ...

    Atom: 1.32.0 x64 Electron: 2.0.9 OS: Ubuntu 16.04.5 Thrown From: data-explorer package 0.3.1

    Stack Trace

    Failed to load the data-explorer package

    At Cannot find module '@blueprintjs/select'

Error: Cannot find module '@blueprintjs/select'
    at Module._resolveFilename (module.js:543:15)
    at Module._resolveFilename (/usr/share/atom/resources/electron.asar/common/reset-search-paths.js:35:12)
    at Function.get_Module._resolveFilename (/usr/share/atom/resources/app/static/<embedded>:11:154364)
    at Module.require (/app.asar/static/index.js:40:43)
    at require (/usr/share/atom/resources/app/static/<embedded>:11:145671)
    at /packages/data-explorer/node_modules/@nteract/transform-dataresource/lib/VizControls.js:20:15)
    at /packages/data-explorer/node_modules/@nteract/transform-dataresource/lib/VizControls.js:391:3)
    at Module.get_Module._compile (/usr/share/atom/resources/app/static/<embedded>:11:146381)
    at Object.value [as .js] (/usr/share/atom/resources/app/static/<embedded>:11:149928)
    at Module.load (module.js:561:32)
    at tryModuleLoad (module.js:504:12)
    at Function.Module._load (module.js:496:3)
    at Module.require (/app.asar/static/index.js:47:45)
    at require (/usr/share/atom/resources/app/static/<embedded>:11:145671)
    at /packages/data-explorer/node_modules/@nteract/transform-dataresource/lib/index.js:48:43)
    at /packages/data-explorer/node_modules/@nteract/transform-dataresource/lib/index.js:495:3)
    at Module.get_Module._compile (/usr/share/atom/resources/app/static/<embedded>:11:146381)
    at Object.value [as .js] (/usr/share/atom/resources/app/static/<embedded>:11:149928)
    at Module.load (module.js:561:32)
    at tryModuleLoad (module.js:504:12)
    at Function.Module._load (module.js:496:3)
    at Module.require (/app.asar/static/index.js:47:45)
    at require (/usr/share/atom/resources/app/static/<embedded>:11:145671)
    at /packages/data-explorer/lib/common.js:33:2)
    at /packages/data-explorer/lib/common.js:11:76)
    at Module.get_Module._compile (/usr/share/atom/resources/app/static/<embedded>:11:146381)
    at Object.value [as .js] (/usr/share/atom/resources/app/static/<embedded>:11:149928)
    at Module.load (module.js:561:32)
    at tryModuleLoad (module.js:504:12)
    at Function.Module._load (module.js:496:3)

    Commands

    Non-Core Packages

    data-explorer 0.3.1 
Hydrogen 2.6.0 
hydrogen-launcher 1.2.2 
hydrogen-python 0.0.7
    opened by cchlanger 10
  • Error compiling Less stylesheet

    Error compiling Less stylesheet

    Hi,

    When installing the data-explorer, I get this error:

    Line number: 3 '../node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css' wasn't found. Tried - /home/lordflaron/.atom/packages/data-explorer/node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css,/usr/lib/atom/node_modules/one-light-syntax/node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css,/usr/lib/atom/node_modules/one-light-ui/node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css,/usr/lib/atom/static/node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css,/usr/lib/atom/node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css,../node_modules/@blueprintjs/icons/lib/css/blueprint-icons.css

    Is there a missing dependency I need?

    Thank you so much!

    opened by amichuda 4
  • Unable to open

    Unable to open

    I installed it using apm command, and it can open another window with the name "data-explorer/docker-view", but nothing shows up. I just use cmd+enter to execute the current line "df".

    opened by zhangpanzhan 0
  • crash after clicking on hex plot

    crash after clicking on hex plot

    open data frame, click on hex bin plot. It shows up but then suddenly crashes.

    Atom: 1.35.1 x64 Electron: 2.0.18 OS: Microsoft Windows 10 Pro Thrown From: data-explorer package 0.6.0

    Stack Trace

    Uncaught Invariant Violation: Minified React error #31; visit https://reactjs.org/docs/error-decoder.html?invariant=31&args[]=Thu%20Dec%2013%202018%2012%3A01%3A51%20GMT-0800%20(Pacific%20Standard%20Time)&args[]= for the full message or use the non-minified dev environment for full errors and additional helpful warnings.

    At C:\Users\dominikschneider\.atom\packages\data-explorer\node_modules\react-dom\cjs\react-dom.production.min.js:248

Invariant Violation: Minified React error #31; visit https://reactjs.org/docs/error-decoder.html?invariant=31&args[]=Thu%20Dec%2013%202018%2012%3A01%3A51%20GMT-0800%20(Pacific%20Standard%20Time)&args[]= for the full message or use the non-minified dev environment for full errors and additional helpful warnings. 
    at ba (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:13:315)
    at /packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:14:166)
    at Bf (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:137:39)
    at /packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:141:49)
    at /packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:143:145)
    at /packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:147:131
    at /packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:164:72)
    at Tg (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:181:151)
    at bi (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:232:22)
    at ci (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:233:284)
    at Di (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:249:348)
    at Yh (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:248:144)
    at Gi (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:250:420)
    at Kb (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:39:140)
    at Dd (/packages/data-explorer/node_modules/react-dom/cjs/react-dom.production.min.js:86:249)

    Commands

         -3:17 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
     -3:16.3.0 hydrogen:run-and-move-down (input.hidden-input)
     -3:16.3.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
     -3:14.1.0 hydrogen:run-and-move-down (input.hidden-input)
     -3:14.1.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
     -3:13.6.0 hydrogen:run-and-move-down (input.hidden-input)
     -3:13.6.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
     -3:12.2.0 hydrogen:run-and-move-down (input.hidden-input)
     -3:12.2.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
     -3:11.2.0 hydrogen:run-and-move-down (input.hidden-input)
     -3:11.2.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused)
  2x -3:09.4.0 core:move-up (input.hidden-input)
  3x -2:54.5.0 core:backspace (input.hidden-input)
     -2:52.5.0 hydrogen:run (input.hidden-input)
     -2:52.5.0 autocomplete-plus:cancel (atom-text-editor.editor.is-focused.autocomplete-active)
     -2:29 settings-view:open (input.hidden-input)

    Non-Core Packages

    autocomplete-python-jedi 1.10.3-0 
data-explorer 0.6.0 
file-icons 2.1.31 
Hydrogen 2.9.0 
hydrogen-launcher 1.2.2 
MagicPython 1.1.1 
platformio-ide-terminal 2.9.1 
tablr 1.8.3
    opened by dschneiderch 0
  • column resizing issue

    column resizing issue

    Thanks for this super cool extension!

    I thought I'd point out that things go a bit haywire if you try to resize the columns. image

    I'm on Windows 10, Atom 1.34, data-explorer 0.5.0

    opened by dschneiderch 6
  • [WIP] use nteract outputs component

    [WIP] use nteract outputs component

    • [x] Make a custom outputs component that only renders data-explorer output
    • [x] Write some tests
    • [ ] Refactor and simplify the rest of the package and integrate
    • [ ] useEffects to open and close atom dock, toggle user config, and other side effects, replacing that logic in other areas of the package. (bump react to 16.8)

    This should let me up with a nicer package and some learnings to take to future packages/refactors.

    opened by BenRussert 0
Releases(v0.7.0)
Owner
Ben Russert
Video Experience team @bombbomb
Ben Russert
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