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 Installing the requirements.txt may generate some error due to outdated MS Visual C++ Build.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
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

100 pandas puzzles Puzzles notebook Solutions notebook Inspired by 100 Numpy exerises, here are 100* short puzzles for testing your knowledge of panda

Alex Riley 1.9k Jan 08, 2023
Attractors is a package for simulation and visualization of strange attractors.

attractors Attractors is a package for simulation and visualization of strange attractors. Installation The simplest way to install the module is via

Vignesh M 45 Jul 31, 2022
Apache Superset is a Data Visualization and Data Exploration Platform

Apache Superset is a Data Visualization and Data Exploration Platform

The Apache Software Foundation 49.9k Jan 02, 2023
🎨 Python Echarts Plotting Library

pyecharts Python ❤️ ECharts = pyecharts English README 📣 简介 Apache ECharts (incubating) 是一个由百度开源的数据可视化,凭借着良好的交互性,精巧的图表设计,得到了众多开发者的认可。而 Python 是一门富有表达

pyecharts 13.1k Jan 03, 2023
A Jupyter - Leaflet.js bridge

ipyleaflet A Jupyter / Leaflet bridge enabling interactive maps in the Jupyter notebook. Usage Selecting a basemap for a leaflet map: Loading a geojso

Jupyter Widgets 1.3k Dec 27, 2022
A simple Monte Carlo simulation using Python and matplotlib library

Monte Carlo python simulation Install linux dependencies sudo apt update sudo apt install build-essential \ software-properties-commo

Samuel Terra 2 Dec 13, 2021
Data visualization electromagnetic spectrum

Datenvisualisierung-Elektromagnetischen-Spektrum Anhand des Moduls matplotlib sollen die Daten des elektromagnetischen Spektrums dargestellt werden. D

Pulsar 1 Sep 01, 2022
A Graph Learning library for Humans

A Graph Learning library for Humans These novel algorithms include but are not limited to: A graph construction and graph searching class can be found

Richard Tjörnhammar 1 Feb 08, 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
Open-source demos hosted on Dash Gallery

Dash Sample Apps This repository hosts the code for over 100 open-source Dash apps written in Python or R. They can serve as a starting point for your

Plotly 2.7k Jan 07, 2023
Implement the Perspective open source code in preparation for data visualization

Task Overview | Installation Instructions | Link to Module 2 Introduction Experience Technology at JP Morgan Chase Try out what real work is like in t

Abdulazeez Jimoh 1 Jan 23, 2022
FairLens is an open source Python library for automatically discovering bias and measuring fairness in data

FairLens FairLens is an open source Python library for automatically discovering bias and measuring fairness in data. The package can be used to quick

Synthesized 69 Dec 15, 2022
plotly scatterplots which show molecule images on hover!

molplotly Plotly scatterplots which show molecule images on hovering over the datapoints! Required packages: pandas rdkit jupyter_dash ➡️ See example.

150 Dec 28, 2022
Python support for Godot 🐍🐍🐍

Godot Python, because you want Python on Godot ! The goal of this project is to provide Python language support as a scripting module for the Godot ga

Emmanuel Leblond 1.4k Jan 04, 2023
Generate the report for OCULTest.

Sample report generated in this function Usage example from utils.gen_report import generate_report if __name__ == '__main__': # def generate_rep

Philip Guo 1 Mar 10, 2022
A python package for animating plots build on matplotlib.

animatplot A python package for making interactive as well as animated plots with matplotlib. Requires Python = 3.5 Matplotlib = 2.2 (because slider

Tyler Makaro 394 Dec 18, 2022
Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver

Designed a greedy algorithm based on Markov sequential decision-making process in MATLAB/Python to optimize using Gurobi solver, the wheel size, gear shifting sequence by modeling drivetrain constrai

Sabbella Prasanna 1 Jan 11, 2022
A comprehensive tutorial for plotting focal mechanism

Focal_Mechanisms_Demo A comprehensive tutorial for plotting focal mechanism "beach-balls" using the PyGMT package for Python. (Resulting map of this d

3 Dec 13, 2022
clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot

clock_plot clock_plot provides a simple way to visualize timeseries data mapping 24 hours onto the 360 degrees of a polar plot. For usage, please see

12 Aug 24, 2022
An automatic prover for tautologies in Metamath

completeness An automatic prover for tautologies in Metamath This program implements the constructive proof of the Completeness Theorem for propositio

Scott Fenton 2 Dec 15, 2021