Data Visualizer Web-Application

Overview

Viz-It

Data Visualizer Web-Application


Viz-It

If I ask you where most of the data wrangler looses their time ?

It is Data Overview and EDA.

Presenting "Viz-It" which will do all these tasks for you. Just grab the data and upload it and visualize the data insights in a go!

How to use Viz-It? Check here

Demo Video Link

Tech-stack


Python Streamlit Plotly       Git
Used Python Libraries :
  matplotlib
  numpy
  pandas
  plotly
  streamlit
  wordcloud

Deployments

The project is currently deployed at heroku. Deployed Project

If you want to use it locally you can follow the installation methods shared below.

Installation


  1. Create a Virtual Environment : Tutorial

  2. Clone the repository.

  3. Open the directory with cmd.

  4. Copy this command in terminal to install dependencies.

     $pip install -r requirements.txt
    
  5. Installing the requirements.txt may generate some error due to outdated MS Visual C++ Build. You can fix this problem using this.

  6. Now to fire the web-application run this command on terminal.

     $streamlit run main.py
    
  7. Now use it for files under 200MB in size. (Will update for larger files soon).

Interface

Page Desktop Interface
Home
Overview
EDA
Correlation

Goals


  1. Reduces time for data understanding.
  2. All the visualizations are made with plotly to receive maximum insights of the data.
  3. Shares the deepest insights of the data in a go!

If you like the project, do

Also follow me on GitHub , Kaggle and on LinkedIn

Thank You for Visiting :)

Owner
Sagnik Roy
Data Science Intern @ Argoid • Video Games & Machine Vision attracts me!
Sagnik Roy
DataVisualization - The evolution of my arduino and python journey. New level of competence achieved

DataVisualization - The evolution of my arduino and python journey. New level of competence achieved

1 Jan 03, 2022
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

PyVista Deployment Build Status Metrics Citation License Community 3D plotting and mesh analysis through a streamlined interface for the Visualization

PyVista 1.6k Jan 08, 2023
Displaying plot of death rates from past years in Poland. Data source from these years is in readme

Average-Death-Rate Displaying plot of death rates from past years in Poland The goal collect the data from a CSV file count the ADR (Average Death Rat

Oliwier Szymański 0 Sep 12, 2021
erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes

erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes. Diagrams are rendered using the venerable Graphviz library.

DrivenData 129 Jan 04, 2023
Peloton Stats to Google Sheets with Data Visualization through Seaborn and Plotly

Peloton Stats to Google Sheets with Data Visualization through Seaborn and Plotly Problem: 2 peloton users were looking for a way to track their metri

9 Jul 22, 2022
Graphical display tools, to help students debug their class implementations in the Carcassonne family of projects

carcassonne_tools Graphical display tools, to help students debug their class implementations in the Carcassonne family of projects NOTE NOTE NOTE The

1 Nov 08, 2021
Epagneul is a tool to visualize and investigate windows event logs

epagneul Epagneul is a tool to visualize and investigate windows event logs. Dep

jurelou 190 Dec 13, 2022
Browse Dash docsets inside emacs

Helm Dash What's it This package uses Dash docsets inside emacs to browse documentation. Here's an article explaining the basic usage of it. It doesn'

504 Dec 15, 2022
649 Pokémon palettes as CSVs, with a Python lib to turn names/IDs into palettes, or MatPlotLib compatible ListedColormaps.

PokePalette 649 Pokémon, broken down into CSVs of their RGB colour palettes. Complete with a Python library to convert names or Pokédex IDs into eithe

11 Dec 05, 2022
Visualize tensors in a plain Python REPL using Sparklines

Visualize tensors in a plain Python REPL using Sparklines

Shawn Presser 43 Sep 03, 2022
Cartopy - a cartographic python library with matplotlib support

Cartopy is a Python package designed to make drawing maps for data analysis and visualisation easy. Table of contents Overview Get in touch License an

1.2k Jan 01, 2023
Easily configurable, chart dashboards from any arbitrary API endpoint. JSON config only

Flask JSONDash Easily configurable, chart dashboards from any arbitrary API endpoint. JSON config only. Ready to go. This project is a flask blueprint

Chris Tabor 3.3k Dec 31, 2022
Learning Convolutional Neural Networks with Interactive Visualization.

CNN Explainer An interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs) For more information,

Polo Club of Data Science 6.3k Jan 01, 2023
Data Visualization Guide for Presentations, Reports, and Dashboards

This is a highly practical and example-based guide on visually representing data in reports and dashboards.

Anton Zhiyanov 395 Dec 29, 2022
Editor and Presenter for Manim Generated Content.

Editor and Presenter for Manim Generated Content. Take a look at the Working Example. More information can be found on the documentation. These Browse

Manim Community 149 Dec 29, 2022
A pandas extension that solves all problems of Jalai/Iraninan/Shamsi dates

Jalali Pandas Extentsion A pandas extension that solves all problems of Jalai/Iraninan/Shamsi dates Features Series Extenstion Convert string to Jalal

51 Jan 02, 2023
A minimal Python package that produces slice plots through h5m DAGMC geometry files

A minimal Python package that produces slice plots through h5m DAGMC geometry files Installation pip install dagmc_geometry_slice_plotter Python API U

Fusion Energy 4 Dec 02, 2022
A simple python script using Numpy and Matplotlib library to plot a Mohr's Circle when given a two-dimensional state of stress.

Mohr's Circle Calculator This is a really small personal project done for Department of Civil Engineering, Delhi Technological University (formerly, D

Agyeya Mishra 0 Jul 17, 2021
Flame Graphs visualize profiled code

Flame Graphs visualize profiled code

Brendan Gregg 14.1k Jan 03, 2023