Sample superstore dataset download for power bi github. Identify the KPIs (Total Sales, Total Profit, No.
Sample superstore dataset download for power bi github. Jul 24, 2023 路 This repository aims towards the task of the Project of the Internship, where we brainstorm the SuperStore Sales dataset. Jul 28, 2024 路 Power BI is one of the most important tools in driving data-driven decision-making within organizations and one of the most sought-after tools to learn. Second Page: Superstore Analysis Filtered by Quarters. Here you can find the PBIX files used in the monthly release videos. xls data set on Power BI Docs for insights into store sales performance. We are publishing the lab instructions and lab files on GitHub to allow for open contributions between the course authors and MCTs to keep the content current with changes in the Power BI platform. I used many visuals like Column Chart, Donut Chart, Drillthrough Donut Chart, Line Chart, Text Card, Number Card, Scrollers, Matrix, Simple Map, etc. Contribute to Abhishekjl/PowerBi-Sales-Analysis development by creating an account on GitHub. SQL queries are utilized to extract relevant information and derive insights from the dataset. The folder contains the necessary datasets, pdf files and pbix files for your reference. A type of visualization in Power BI called a card may be the best way to view that number. Explore the different pages and visualizations. The sample was taken from the legendary dataset "Sample Superstore", of a fictional Ecommerce company. The Superstore Analysis project aims to provide comprehensive insights into the performance, trends, and patterns within the sales data of a fictional superstore. Power BI creates the new dashboard, report, and semantic This step involves tasks such as removing duplicates, handling missing values, and formatting the data appropriately. This repository contains the Superstore Analytics Dashboard, a Power BI project developed using the Superstore dataset. It allows users to analyze sales performance, trends, and insights to make data-driven decisions. Love creating visualizations that provide insights! Contribute to avalasai/POWER-BI development by creating an account on GitHub. When a specific year is selected, it will filter all the pages accordingly. The Sample Superstore Sales dataset provides sales data for a fictional retail company, including 馃搳 Visualizing Retail Insights: Unveiling my Power BI Dashboard on Walmart Dataset 馃洅 馃憢 I'm thrilled to share my latest achievement – a dynamic Power BI dashboard that breathes life into the Walmart dataset, offering valuable insights into the world of retail. It includes datasets used for our samples, tutorials and other content. Contribute to shekhs/SampleSuperstore-EDA development by creating an account on GitHub. We read every piece of feedback, and take your input very seriously. microsoft. List of the Best Datasets for Power BI Practice 1. Power BI project for a e commerce Super Store data. Download and open the Power BI file (Global This project contains sample files for AI in Power BI. In powerBI ther are inbuild options avaliable for applying query to the data and : Developed a Business Intelligence (BI) Dashboard using Power BI. Hello analysts if you are seeing this then you are in the right place. csv file into Power BI as a new data source. It should also provide The Global Superstore dataset is a sample dataset that contains sales and order data for a fictional global retail company that sells office supplies, furniture, and technology products. , also visualized the data points through PowerBI to study the Profit and Sales Analysis closely & understood the Nov 19, 2023 路 The Global Superstore dataset provides a comprehensive glimpse into the retail landscape, encapsulated within an extensive Excel file featuring three distinct sheets: ‘Orders,’ ‘People,’ and May 24, 2024 路 This blog will walk you through each stage, detailing the steps and methodologies I employed to create a dynamic and insightful Power BI report. This Power BI dashboard provides an interactive visualization of sales data from the Superstore dataset. Explore a collection of dynamic data analytics projects using Power BI. 1 Sample SuperStore. - Sample-Superstore-PowerBi-Project/README. ] Saved searches Use saved searches to filter your results more quickly Welcome to the official GitHub repository for the data used in Data Cleaning with Power BI: The definitive guide to the subtle art of transforming dirty data into actionable insights. The datasets used for the project are uploaded in the repository. Superstore Sales Dashboard This Power BI dashboard provides an in-depth analysis of a retail superstore's sales performance, including category insights, regional performance, and customer segmentation. Explore trends, patterns, and key metrics to inform strate Analyzing the Global Superstore 2016 dataset, including steps like data cleaning, data preparation and finally visualizing the data using various charts and graphs displaying an interactive PowerBI dashboard. xlsx at main · ksashi95/Sample-Superstore-PowerBi-Project with Sample-Super Store Dataset. maggiesMSFT maggies Download and open the Power BI file (if provided). Nov 28, 2019 路 Download Power BI Sample Data Set for practice purpose, Power BI SuperStore, Map & Time Series Data Set excel sheet are available. - hshariq/Global-Superstore-2016-Power-BI This project leverages data analytics to gain insights into gender diversity and inclusion within the company. Dec 21, 2023 路 Welcome to the Power BI project for the global store dataset! This project provides a detailed report on sales transactions across branches worldwide. - tushar2704/PowerBI-Portfolio An Interactive Dashboard using Power Desktop on Global Superstore Dataset collected from Kaggle. Step 3: Select "Column Profiling based on entire dataset" to profile all data rows. Sales department can analyze sales and profit through this dashboard. From filters and slicers to various visualizations, calculated columns, and measures, this dashboard offers valuable insights into the sales performance of the Superstore. Connecting Database with Power BI Desktop; Analyzing the tables and relations A Time Series Analysis and Forecasting, using ARIMA and Prophet models, on a superstore dataset. Contribute to workoneke/SuperStoreDA-Report-PowerBI development by creating an account on GitHub. csv We can't make this file beautiful and searchable because it's too large. It includes the following components: To Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’ using Power BI - GitHub - ShaeenHanifKhan/SampleSuperstore_EDA: To Perform ‘Exploratory To support this course, we will need to make frequent updates to the course content to keep it current with the Power BI services used in the course. First Table Order Contain : Row ID Reports created using Power BI on superstore data. The project aims to uncover trends, patterns, and correlations within the data to improve decision-making and operational efficiency in healthcare organizations. This page shows an analysis of the Superstore data filtered by Quarter 1. You switched accounts on another tab or window. This project provides an end-to-end experience, from data Nov 10, 2023 路 Select the sample. The dashboard, built in Power BI, addresses crucial business Data Source: I have utilized the publicly available Sample Superstore dataset, which provides a rich set of sales-related data. 3 million and Total Profit of 286. This Power BI project provides a comprehensive analysis of the Sample Superstore dataset through two interactive dashboards: the Descriptive Dashboard and the Prescriptive Dashboard. pbix Power BI Desktop file. The dataset used is a sample dataset provided by Superstore. The Amazon Superstore Report based on the Global Superstore dataset will provide valuable insights into the business operations, sales performance, and market trends. Navigate to the /adventureworks-bi-dashboard-main/src/ folder. What was imported? With the built-in samples, Power BI gets a copy of that built-in sample and stores it for you in the cloud. Sample Superstore Data: Unlocking Business Insights. The visualizations and analysis derived from the report will enable data-driven decision-making and aid in identifying areas for improvement and growth opportunities. Here's a brief description: Sample Super Store Dataset: This is a visualization of the popular yet simple dataset - Superstore, using Microsoft Power BI. Welcome to our Sample Superstore dataset project, a comprehensive simulation that delves into extensive data analysis to provide valuable insights for enhancing company profitability while minimizing losses. Use filters and slicers to refine your analysis. The buttons dynamically update the Pie Chart, offering an intuitive and interactive experience, empowering stakeholders to extract meaningful insights from the Superstore dataset Download or clone this repository to your local machine. Power BI Desktop will launch and open the Executive Dashboard. - nsubagya/Power_BI_Super_Store Saved searches Use saved searches to filter your results more quickly This Power BI dashboard comprehensively analyses the Global Superstore dataset, offering insights into sales, profits, and other key metrics. python data-science machine-learning anaconda numpy excel office pandas data-visualization data-analysis matplotlib arima furniture prophet statsmodels spyder itertools time-series-analysis time-series-forecasting superstore Feb 8, 2023 路 In this article, we will look at the 13 Best Datasets for Power BI Practice, which are essential in helping data professionals build their proficiency in Power BI. Clone this repository to your local machine. The cleaned data should be saved in a format that Power BI can easily import, such as a CSV or Excel file. Some of these files accompany blog posts or other content that explains the specific capabilities shown in the Power BI files. Power BI exploration of the Sample Superstore dataset. This project focuses on analyzing the sales and profit data of the company "Superstore" and includes customer segmentation using RFM Analysis and K-means clustering. pbix files. Saved searches Use saved searches to filter your results more quickly Oct 9, 2022 路 You signed in with another tab or window. Sample Superstore Sales. xlsx. The main objectives of the project are to examine the sales and profit Super-store-Dashboard-using-Power-BI. The repository hosts all the necessary files and resources to reproduce the analysis and visualize the findings through an interactive This report is being built using PowerBI desktop which is an tool build by microsoft for data analysis and visualization. Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’ Feb 18, 2024 路 The Superstore Data Analysis Project focuses on extracting insights from a retail superstore dataset. Previouly I had been using Metabase DB management and dashboard tools but I have discovered how much more effective Power Bi is in Database management and dashboard creation. Contribute to becca-code/Superstore development by creating an account on GitHub. Together, we'll uncover hidden insights and unleash the true power of data to make informed decisions. - Sample-Superstore-PowerBi-Project/Sample - Superstore (2). If you don't have a dataset, you can use Mar 2, 2023 路 This post simplifies the process of finding and downloading sample data sets for Power BI practice, offering something for everyone with any skill level. Sep 10, 2024 路 In this article, I will guide you through the creation of a sales analysis dashboard using the popular “Superstore Sales” dataset. This project welcomes contributions and suggestions. `Table Contains Global Superstore data with 3 Tables. Jun 13, 2023 路 For the analysis, I delved into the Superstore sales dataset sourced from Kaggle. This repository serves as a resource for readers of the book, allowing them to access and download the datasets used in the book's examples and data transformations. Sample datasets and reports are great for learning and getting inspiration so in todays video I will share some resources you can download and use right away Get free sample datasets to practice Power BI. Dec 16, 2023 路 Download the Dashboard File: Download the Power BI dashboard file (Superstore_Sales_Forecasting. Paseo is the top selling product. The Sales Analysis Dashboard project aims to develop a comprehensive and user-friendly data visualization tool that provides valuable insights and performance metrics for sales teams and stakeholders within an organization. pbix file to open it in Power BI Desktop. 馃搱馃泹 馃搶 Navigating the Explore and run machine learning code with Kaggle Notebooks | Using data from Superstore Dataset Superstore: Data Visualization with Power BI | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. 1 day ago 路 In today’s data-driven age, a large amount of data gets generated daily from various sources such as supply chain and logistics, emails and multi-media, e-commerce websites, healthcare, transaction processing systems, etc. This Notebook is running on top of the following stacks This is the Python version analysis approach, towards the legendary Sample Superstore Dataset with Pandas - leonism/sample-superstore GitHub community articles Prerequisites: Microsoft Power BI Desktop. Saved searches Use saved searches to filter your results more quickly This notebook is intended for those whose relatively new to EDA (Exploratory Data Analysis) aspect from a Machine Learning process. 32 Comments. Step 2: Open Power Query Editor and in the View tab under Data Preview section, check "Column Distribution", "Column Quality", and "Column Profile" options. 10. Our main KPI's for this Dataset were that of Total Sales, Profit and Quantity. The goal is to provide valuable insights and recommendations, design an intuitive and intractive dashboard that can drive strategic decision to support the supermarket's goals for growth, efficiency and satisfaction. This repository contains dataset of superstore and power bi dashboard which the superstore can use to understand where the business is seeing loss and can drive profits by working on it Analyze sales data from a supermarket dataset to uncover insights into customer behavior, product performance, and operational efficiency. To contribute to the success of a business by utilizing data analysis techniques, specifically focusing on time series analysis, to provide valuable insights and accurate sales forecasting. Sample-Superstore-dataset I mainly chose this data set to analyze how a store work under different situations and how they tackle profit or loss, while they are in profit how they got profit and how to increase it further, and if they are in loss how they tend to increase the sales and background works like how they analyze to make profit and You signed in with another tab or window. The Aug 29, 2024 路 Contribute to Raghavs34/Data-Driven-Sales-Optimization-and-Forecasting-for-Superstore-A-Power-BI-Approach development by creating an account on GitHub. Government segment has more sales and more profit. Connect the Orders table from the CSV file to the existing data model in the Power BI file. The dashboard should include key metrics such as total sales, sales by product, sales by location, sales by customer segment, and sales by product category. Features Welcome to my personal Power BI portfolio repository! Here you will find a collection of Power BI projects and dashboards that demonstrate my skills and expertise in data visualization, business intelligence, and analytics using Power BI. If you are interested in becoming a Power BI expert, check out the Data Analyst in Power BI career track, which covers all you need to know to make dashboards confidently in Power BI. The Global Superstore 2016 files are available for download under the training videos themselves, either as a data set or a workbook with starting state sheets build out. . This is a sample superstore dataset, a kind of simulation where you perform extensive data analysis to deliver insights on how the company can increase its profits while minimizing the losses. Welcome to this repository for the build of a financial analysis dashboard relating to the well-known Sample SuperStore dataset! The full project lifecycle and outcome insights are detailed further in the project overview document. See Samples for Power BI. The Power BI dashboard demonstrates how multiple end-users can be catered for in one place. Integrated data, created interactive visualizations, and enabled dynamic exploration. The dataset contains information about sales, customers, products, and orders from a fictional You signed in with another tab or window. Sample_Superstore. You just need a Fabric free license to explore the sample in the Power BI service, and save it to your My workspace. Sample_Superstore-Power_BI Create a dashboard using DAX functions Find the % of sales between cities Create charts and visualization Use data Modeling to create relationships between Fact and Dimension tables Jun 29, 2023 路 In Power BI Desktop, select File > Open, navigate to the location where you saved the sample . This page displays an analysis of the Superstore data filtered by years. This GitHub repository houses a collection of Power BI visualizations designed to analyze sales data for Global Superstore. Improve your data visualization and storytelling abilities with these valuable resources that unlock the full potential of Power BI. In this Data Analysis project, we’ll analyze a global SuperStore raw sales data and draw meaningful insights. pbix files, Excel datasets, and SQL databases, all to help you explore Power BI functionality. Performed sales analysis on sample dataset of Superstore - ankilmehta/Sales-analysis---Power-BI Jul 23, 2024 路 The Global Superstore Sales Analysis Dashboard utilizes the Sample Superstore dataset to provide comprehensive insights into sales and profit trends from 2012 to 2015. Analysis: Utilize the dashboards for deep and flexible analysis of the data. The SuperStore dataset comprises a comprehensive sales record from a superstore, containing 9,994 entries across 19 distinct fields. It includes various visualizations to help stakeholders analyze and understand key aspects of the business. What all business problems you can This Power BI dashboard provides a comprehensive visualization of sales data from the Superstore dataset, showcasing the power of Power BI's major components. Download original sample . The dashboard presents detailed insights into business performance metrics, allowing for informed strategic decision-making. Some insights from the analysis are: France is the top profit making country. The Superstore dataset represents fictional sales data for a retail superstore, and the analysis aims to gain insights into various aspects of the store's performance. md at main · ksashi95/Sample-Superstore-PowerBi-Project These are various solutions for Microsoft Power BI - Power BI Projects Nov 18, 2023 路 This visualization project aims to analyze a fictitious superstore’s sales performance between 2016 and 2019 using Microsoft Power BI. It represents a simulated dataset of sales and business operations for a retail superstore. Power BI Setup: Install Power BI Desktop, the desktop application used for creating Power BI reports and dashboards. Here I built a dashboard using the Microsoft Northwind Traders database as my first experience with Power Bi. [Add any additional setup instructions if necessary. Power BI: As the primary data visualization and exploration tool, Power BI facilitated the creation of interactive dashboards and reports to analyze the data from various angles. Contribute to KrishnaSindhuReddyDodda/POWER-BI development by creating an account on GitHub. Contribute to Tejyendloori/Power-Bi development by creating an account on GitHub. Global-Superstore---PowerBI-Sales-Dashboard. The Assignment showcases various visualizations and insights from Global Superstore data. As we will be analyzing a sample superstore's sales {"payload":{"allShortcutsEnabled":false,"fileTree":{"Labdata":{"items":[{"name":"AdventureWorksDW","path":"Labdata/AdventureWorksDW","contentType":"directory"},{"name Jul 1, 2024 路 Here is a preview of the project management dataset: Download the Sample Workbook. The outcome of this analysis will provide insights that inform strategic decisions for the continued success and refinement of the Superstore. Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’ As a business manager, try to find out the weak areas where you can work to make more profit. pbix' file in Power BI Desktop to explore the interactive visualizations and gain valuable business insights. The dataset includes order details, anonymized customer information, product specifics, and financial metrics. Reload to refresh your session. Dashboard Creation: Use the dataset to create visuals as described in the project details. Power BI dashboards can be a helpfull tool to provide insights into sales performance and trends of an organization. 40K and Total Quamtity of 38K. For details, visit https://cla. The Global Superstore Dashboard is a dynamic dashboard design that highlights sales and profits for a global store with multiple sites. VTT is the expensive product. Payment Insights: 43% prefer COD, 22% Cards, 35% Online - Tailoring payment options can enhance customer satisfaction. You signed in with another tab or window. Developed Power BI dashboard analyzing sample superstore profit report across years. - microsoft/powerbi-desktop-samples When you open the Power BI file called Adventure Works Data Exploration you will land on the overview page, you will see an overview of the data and you will find on te left-hand side three buttons to navigate between the three pages of the dashboard, feel free to go through each one and explore it and see what does it show. Download the Dataset: Ensure you have the Sample Superstore dataset. First Page: Superstore Analysis Filtered by Years. Power BI is widely used in industries to get insights from the dataset only with single clicks. This dataset encompasses a period of four years with over 50,000 rows, each containing essential details that help Nov 7, 1993 路 Contribute to e19931107/Power-BI_RFM-analysis-for-superstore-dataset development by creating an account on GitHub. Configure Data Source: Connect the dashboard to your Superstore sales dataset. Power BI Desktop sample files for the monthly release. The Power BI dashboard you provided shows a summary of Superstore sales data. Analyzing the tables A comprehensive Power BI dashboard utilizing the Global Superstore dataset, providing robust and dynamic data visualizations. This report analyzes various aspects of the dataset to extract meaningful insights. As with almost all of the native Power BI visualizations, cards can be created using the report editor or Q&A. This dataset represents a fictitious retail store with a global footprint, providing insights into various aspects of its business operations, such as sales, profits, customer demographics, and regional "Check out the profit report I made for Sample Superstore using Power BI! It includes sales, quantity, discounts, and profits by categories. The dashboard features insightful visualizations and analytics focused on sal Using the Superstore dataset, the goal of this machine learning project is to perform Exploratory Data Analysis (EDA) and implement clustering techniques to gain insights into customer behavior and optimize the store's operations. Double-click the adventureworks-report. png - PowerBI Dashboard snapshot/screen capture The dashboard is published at the following link on Microsoft PowerBI Workspace: Built-in samples and apps in the Power BI service, . python data-science jupyter-notebook data-analysis superstore-data-analysis Sample Superstore Data Analysis using Power Bi. Several of the original built-in samples now have updated versions and these samples are available as . Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. Open the Dashboard in Power BI Desktop: Launch Power BI Desktop and open the downloaded dashboard file. Don’t copy the Saved searches Use saved searches to filter your results more quickly Saved searches Use saved searches to filter your results more quickly This repository contains a Power BI Assignment featuring a sample Global Superstore dataset and an interactive report. Global-Superstore-Sales-Dashboard-using-Power-Bi. pbix file in Power BI Desktop. Identify the KPIs (Total Sales, Total Profit, No. Data Analysis, Charts & Dashboards, Power Query, Read Full Bio. Details are given by country, region, and city, as well as by product category and sub-category. Download now and practise! This repository contains a comprehensive data analysis and visualization project using Power BI, focusing on the Global Superstore dataset. Open the Superstore_Sales_Analysis. Make use of these projects to start practicing visualizations. The Power BI dashboard and KPIs allow HR and management to track important metrics, identify issues, and make informed decisions to improve the representation and experience of all genders in the workforce. Apr 4, 2024 路 The Healthcare Data Analysis project utilizes Power BI to analyze and derive insights from healthcare data. Initialy I used Sample superstore dataset Exploration. From interactive dashboards to real-world applications, dive into the world of data visualization and analysis. The company has made a Total Sales of 2. The dashboards are specifically designed to provide valuable insights about the overall functioning of the Superstore along with region-wise analysis of the sale, profit and The Power BI Superstore Sales Analysis Project is a comprehensive, hypothetical data analytics solution designed to simulate real-world business challenges in assessing and predicting key trends based on two years of superstore sales data. pbix file, and select the . The dataset is often used by data analysts and data scientists to demonstrate data analysis, visualization, and machine learning techniques. It offers multiple interesting dimensions to explore like order priority, product category, ship mode, location details, product segment and time series information. Load into Power BI: Import the dataset into Power BI. This repository showcases the Superstore Sales Analysis project, which aims to analyze and visualize the sales data of a fictional superstore. Utilizing Power BI, this project delves into various aspects such as overall performance, category/sub-category analysis, sales trends, profitability, return analysis, regional This project aims to use business intelligence tool to analyse the performance of a global superstore. com. To help supermarkets achieve their goals for growth, efficiency, and customer satisfaction, I can assist in In this project, we'll embark on a thrilling journey, exploring every step from acquiring raw data to creating stunning reports with Power BI. Feb 3, 2024 路 Superstore Dataset Using Power Bi. Regional Sales Snapshot: West leads with 33%, Central with 22%, East with 29%, South with 16% - Targeted marketing is key. Power BI imports the built-in sample, adding a new dashboard, report, and semantic model to your current workspace. Power BI is a powerful business intelligence tool that provides various data analysis, visualization, and reporting functionalities. About. We hope this Financial Sample Power BI report helps you gain a deep understanding of financial performance and aids in making informed financial decisions. For more Crafted for efficiency and quick decision-making, my dashboard provides a deep dive into critical business metrics. This repository contains 5 POWER BI projects made by be. Explore the Sample - Superstore Sales (Excel). This dynamic dashboard showcases my proficiency in data visualization using Power BI, making complex datasets accessible and understandable for users. pbix) from the repository. Clone the repository and open the '. pbix Power BI files. Sep 30, 2024 路 You signed in with another tab or window. Download and install Power BI Desktop. of orders and Average delivery Analysis of sample superstore data in Power Bi. You signed out in another tab or window. ETL (Extract, Transform, Load) The first step in Superstore Sales Dashboard This Power BI dashboard provides an in-depth analysis of a retail superstore's sales performance, including category insights, regional performance, and customer segmentation. You don't need a Power BI license to explore the samples in Power BI Desktop. When you submit a The Superstore Data Analysis Project is a data analysis initiative that focuses on understanding and extracting meaningful information from the Superstore dataset. It opens in Reading mode. Prerequisites. It is designed to help stakeholders make informed decisions based on the data from the Global Superstore. I am thrilled to announce that I have successfully created 5 powerful dashboards for the Superstore data from 2014 to 2017. The visualizations provide insights into sales patterns at various geogra Super Store Sales Analysis with Power BI. Welcome to the Super Store Sales Analysis repository! This project aims to provide comprehensive insights into sales data from a fictional superstore using Power BI. Once you've signed in or filled out the form to watch a video, click "Watch Now" and the download links will appear under the video. Nov 10, 2023 路 The data is available in several formats: built-in sample in the Power BI service and . Instructions. Download and explore these datasets at your own pace. Power BI is used as the visualization tool to create interactive and visually appealing reports. Import the Orders. This notebook is intended for those whose relatively new to EDA (Exploratory Data Analysis) aspect from a Machine Learning process. pbip file. Also, six of the Step 1: Load data into Power BI Desktop, dataset is a CSV file. This Power BI Dashboard represents sales of different products by : Year; Segment; Country; Top/Bottom products by profit; Total number of sales; Quality sold; Average delivery days; Returned orders; Steps Covered: Connecting Database with Power BI Desktop. Start mastering Power BI today. It should also provide POWER-BI-Sample-super-store-with-all-Power-BI-charts-example-The "Sample Super Store" is a fictional dataset often used for training and learning purposes in Power BI and other data analytics tools. This repository contains a comprehensive analysis of the Superstore dataset using Python in Jupyter Notebook and Power BI. pbix - PowerBI Dashboard file Global-Superstore---PowerBI-Sales-Snapshot. This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. Applied different Visualization techniques on the dataset and used various libraries such as Plotly, etc. rpnyh gzmp bhd gdltv sou hqhvme kzvjwx ioiyyrki nmig ygtqv