Data analysis with python projects This project entails the analysis of historical stock price data to see patterns, calculate moving averages and chart stocks using Pandas. to | 2025-04-29 Nov 29, 2023 · 2. of git when starting with a project for data analysis and machine learning. How it works? You signed in with another tab or window. Apr 23, 2020 · Download this Solved Project (Source Code Rs. Oct 28, 2024 · 3. This course will take you from the basics of data analysis with Python to building and evaluating data models. Below is a list of Data Analysis projects solved and explained using Python. Website User Behavior Analysis: Download Project Welcome to the IBM Data Analysis in Python Project repository! This repository contains a collection of projects completed as part of the IBM Data Analysis in Python course. All the projects mentioned below are based on real-time business problems. The rows in the dataset represent patients and the columns represent information like body measurements This is a repository on hands-on introduction to football (soccer) data analysis, targeting those who want to start working with their own football data and perform analyses. This project involves analysing a dataset using Python libraries such as Pandas, Matplotlib, and Seaborn to explore the data and gain insights. Using Edvart, you can explore data sets and generate reports with minimal coding. all() method checks whether all elements are True, potentially over an axis. Data analysis is a huge topic and requires extensive study to master. Learn to use Pandas for working with tabular data. Below is a list of 45+ Data Analysis projects with Python you should try. You’ll also see how to integrate it with other Python libraries like Scipy for statistical analysis and Matplotlib for data visualization. Leveraging Python and data visualization techniques, this project provides a comprehensive overview of Udemy's course o The "Data Analysis Project" course empowers students to apply their knowledge and skills gained in this specialization to conduct a real-life data analysis project of their interest. Tools and Technologies. Final Thoughts. nice course, easy to understand lectures. Stock Price Analysis Project. In this article, we’ll show you 7 datasets you can start working on. Apr 25, 2025 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. In other words It is called Geo spatial Mapping. 1. data-analysis freecodecamp-project data-analysis-with-python. Practice pandas, seaborn, sklearn, tensorflow in these fill-in-the-blank Python projects. io/l/project1sourcecodeDownload - Data Science & Data Analytics Self Study Notes - https://da 30. frame objects, statistical functions, and much more Project mention: Top Programming Languages for AI Development in 2025 | dev. Explore how I tackled real-world business challenges through sales data analysis, regional growth strategies, and AWS architecture design, highlighting my analytical and technical expertise. Your code so far import pandas as pd def calculate_demographic_data(print_data=True): # Read data from file df = pd. See full list on datacamp. Jan 29, 2025 · 10. A collection of SQL-based data analytics projects demonstrating techniques for data extraction, transformation, analysis, and visualization. Inventory Optimization Analysis: Download Project: 12. SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark. Data Analysis and Visualization (Python) Create Data Visualization on Euro Exchange Rates: Use a dataset from the European Central Bank to create visualizations using Matplotlib. A collection of projects showcasing data analysis using Pandas, NumPy, Matplotlib, and Seaborn for CSV file handling, exploratory data analysis (EDA), and creating visualizations. Analytics & Insights. org academic honestly policy. Apr 27, 2023 · Freecodecamp's Data Analysis with Python Projects Code. One of the best ways to learn Data Analysis is by solving real-world problems. ⭐Download data file (Github) link: https://bit. It's a great way to showcase your skills in time series analysis and forecasting. You will use external Python packages such as Pandas, Numpy, Matplotlib, Seaborn etc. As part of the Bachelor's in Data Science, the course focuses on developing practical skills in Python for data analysis. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Jul 22, 2023 · Data Analysis Projects using Python. The analysis endeavors to unearth valuable patterns and trends that could influence strategic decisions in the context of the IPL. The dataset values were collected during medical examinations. Image from the Project . 4 Essential Python Projects for Beginners (with Code!) Uber Trips Analysis; The Discovery of Handwashing; Predicting Parkinson’s Disease with XGBoost; Detecting Fake News; FAQs; Python Project 1: Uber Trips Analysis In Python use build your muscle memory with these follow-along guided projects in Python. Python project for data analysis- exploratory data analysis | data analysis project for beginners. It builds confidence and experience. Dataquest learners spend their time working through real-world data challenges that teach learners to combine multiple skills and tools to solve a problem or accomplish a task. How to Learn Python for Data Analysis? To learn Python for data analysis, start with online courses or tutorials, practice coding regularly, and work on real-world Jun 13, 2024 · Although this is a beginner-level SQL project, you'll need some solid skills in Python and data analysis before taking it on: Python fundamentals, including variables, data types, and basic syntax; Familiarity with pandas for data manipulation and analysis; Basics of data cleaning techniques to handle missing data and inconsistencies This is the first course that gives hands-on Data Analysis Projects using Python and R. A Complete Machine Learning Project Walkthrough. csv') # How many of each race are represented in this dataset? This should be a Pandas series with race names Aug 23, 2024 · That’s why I spent weeks creating a 46-week Data Science Roadmap with projects and study resources for getting your first data science job. Automating EDA is a huge time-saver, but it’s not a replacement for your expertise. Watch hands-on coding-focused video tutorials; Practice coding with cloud Jupyter notebooks; Build an end-to-end real-world course project Apr 15, 2025 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Data Exploration Data Exploration is used to explore and visualize data to derive insights from the start or identify patterns to dig deeper. - ptyadana/SQL-Data-Analysis-and-Visualization-Projects 📊 SQL Data Analysis: Dive into structured data using SQL queries to extract insights and solve business problems. Pandas is a super powerful, fast, flexible and easy to use open-source data analysis and manipulation tool. DataFrame. data-science etl azure pyspark delta parquet spark-sql azure-data-factory sales-analysis business-analytics azure-blob-storage etl-pipeline azure Jan 30, 2025 · These 5 beginner-friendly projects will help you sharpen your skills in Python, SQL, and data visualization! 🎯 Perfect for: Beginners learning data analysis & machine learning Students building a data analytics portfolio Anyone preparing for data science & analyst jobs The development of web applications in accordance with student needs is the primary goal of the Data Analytics Python projects. Understand statistics with Python and topics that you need to know to excel in data science today! "Data Analysis with Python: Zero to Pandas" is a practical and beginner-friendly introduction to data analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis. Text Summarization. By working through these projects, you’ll gain hands-on experience with various algorithms, libraries, and best practices in the field of Data Science . There are some important math operations that can be performed on a pandas series to si Dec 27, 2024 · It is a systematic process of examining, cleaning, transforming, and interpreting raw data to uncover the story behind the data points. We have created Python Jupyter notebooks for spatial analysis of different crime types in the city using Pandas, Numpy, Plotly and Leaflet packages. There are some important math operations that can be performed on a pandas series to si Dec 18, 2021 · This project will give you the challenge of collecting data from your WhatsApp chat, preparing it for use in a data science task, and then analyzing your chats. Developing projects on these concepts will help developers to groom their skills in this area. Sarcasm Detection Oct 15, 2024 · 9. My goal is to uncover interesting insights and trends within the vast collection of movies and TV shows available on Netflix. Nowadays, every organization has some data. Some of the best Data visualization project Ideas in 2025 are mentioned below: 1. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language Apr 7, 2025 · To ensure everything sails smoothly on a website, data analytics projects involve visualizations (using heatmaps, graphs, etc. ROLE: Data Analyst SKILLS: Python PREREQUISITES: Python, Numpy, Matplotlib or Seaborn, Git, Jupyter Notebook Project plan This project requires you to independently complete the following steps: Apr 23, 2025 · There are multiple project ideas related to data visualization and ideas on how to use them in various projects. 39) - https://rzp. There are great docs and lots of online tutorials teaching the basics, but I've seen a lot of people asking what they can work on after they've gone through the tutorials. Here are some of the most popular libraries, you can install a Python package(for example, numpy) with the following command: Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. We all know that data Science is applied to gathe May 1, 2025 · What is Exploratory Data Analysis? Exploratory Data Analysis (EDA) is a method of analyzing datasets to understand their main characteristics. You signed out in another tab or window. 13. 📈 Power BI Dashboards: Visualize data with interactive Power BI dashboards, providing actionable Jul 30, 2024 · Explanation: This project involves decomposing time series data, analyzing trends and seasonality, and implementing models like ARIMA or LSTM to forecast future stock prices. Housing is related to many other societal forces, and May 1, 2025 · What is Exploratory Data Analysis? Exploratory Data Analysis (EDA) is a method of analyzing datasets to understand their main characteristics. Nov 2, 2024 · In this beginner-friendly tutorial, we’ll walk you through your first data analysis project using Python. This Netflix dataset has information about the The course culminates in an end-to-end project analyzing the Google Playstore dataset, providing practical experience in applying the learned techniques to real-world data. Here, Our Team is offering machine learning data analytics projects, complete with documentation and a source code database. Product Recommendation Analysis: Download Project: 13. Python Data analysis is a critical skill and is getting more popular. Data Analysis with Python. Jul 23, 2023 · 🔑LSI Keywords: Wearable devices, Fitness tracking, Health data analysis, Python libraries for data analysis, Data visualization. Word Cloud in Python is the intermediate level of data visualization project idea which is used for representing text data in In this project, you will visualize and make calculations from medical examination data using matplotlib, seaborn, and pandas. These projects will help you sharpen your statistical skills, storytelling with data, dashboard building, and more. data. These projects showcase practical SQL queries and insights across various domains, including sales, customer segmentation, and employee attrition analysis Oct 28, 2024 · 15 Data Visualization Projects for Beginners with Source Code. A curated collection of AI, data engineering, and DevOps projects featuring real-world Nov 11, 2024 · 30+ Top Data Analytics Projects; Top 10 SQL Projects For Data Analysis ; Conclusion. Mar 31, 2023 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Reload to refresh your session. 🐍 Python Data Analysis: Explore Python scripts and Jupyter notebooks for data cleaning, exploration, and advanced analytics. ly/413nJT0 This Problem Data set of San Francisco Contains information about the crime in San Francisco, We are going to analyze the data, Visualize the data using folium maps for geographical understanding. Pandas Series. 👨‍💻Project 2: Instagram Reach Analysis using Python Dec 26, 2024 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Python projects made for the freeCodeCamp Data Analysis with Python Certification. Utilize cloud platforms like AWS or Azure for scalable data processing solutions. Big Data is very essential for modern technology as few platforms such as social media, and e-commerce sites store massive data of their users. The Oct 3, 2022 · This article is about Exploratory Data Analysis(EDA) in Pandas and Python. This Problem is the final assignment for Coursera and IBM's Data Visualization Course. Flight Price Prediction with Flask App . It explores music-related datasets, highlighting data's influence on decisions, research, and prediction, while honing technical skills and industry insights. We will also explore a variety of data science techniques used in data science using the Python programming language. Data Science Project on Area and Population. Jan 20, 2025 · In this article, we will discuss how to do data analysis with Python. Most of the time of Data Scientist is consumed performing Data Cleaning. Dive into the depths of Udemy's vast collection of courses to uncover insights about course prices, popularity, and more. In this 2-hour long project-based course, you will learn how to perform Exploratory Data Analysis (EDA) in Python. Analyzing data with Python is an essential skill for Data Scientists and Data Analysts. Jan 2, 2025 · List of 15 exciting project ideas that use the Python Pandas library for data analysis and data manipulation. You will use Python libraries like matplotlib, seaborn, and NumPy, R libraries like ggplot2, dplyr, etc. 5h for the course, but I spent probably only 30m on the course content (skipped videos, guest the answers), and use the rest to write scripts for converting Python scripts to Jupyter Notebook, HTML and markdown, then live serving the HTML as I editing the Python script. Participants will explore various directions in data analysis, including supervised and unsupervised learning, regression, clustering, dimension reduction In this comprehensive course, we present to you 9 meticulously crafted Data Analytics projects, meticulously solved using Python, a language renowned for its versatility and effectiveness in the realm of data analysis. Before diving into Python data analysis projects, it's important to understand the various Python libraries available for data analysis. Data Science Project on Birth Rate Analysis. Jun 15, 2022 · 5 Data science projects on GitHub for beginners. Market and Research Analytics. Python Project – The company has a history of using machine learning to improve its services and recently released a project called the Netflix Analysis Project in Python. Mar 13, 2024 · Social Media Sentiment Analysis: Download Project: 10. This section will present a collection of data science project ideas for beginners and newbies in Python and Data Science. In this project, you will clean the data, perform exploratory data analysis, visualize the data to understand the trend of ticket prices, train and evaluate the model, and build model inference using Flask. The image Jun 2, 2022 · Data analysis is a continuous process and involves different techniques and after t=following this article I will suggest following this exploratory data analysis article to carry forward your data analy sis journey and learn how to analyze the data with better visualization charts and graphs that make the data analysis and data representation Whether you are looking for data science mini projects in python, python data analysis projects, or simply python data science projects, ProjectPro’s repository has one of each kind. Modules and Key Features: Module 1: Introduction to Data Analysis with Python - Overview of data analysis and its importance The Spotify Data Analysis Project showcases data's role in diverse fields, using Python and libraries like Pandas,Numpy,Seaborn and Matplotlib, within the Jupyter Notebook environment. , to map proper user behavior. Go through on a data-driven journey with these captivating exploratory data analysis and visualization projects. Keyword Extraction. Netflix Data Analysis in Python. Download ZIP May 9, 2025 · These 15 Data Science projects in Python cover a wide range of applications and techniques, from natural language processing and computer vision to financial analysis and healthcare. Through an analysis of the data's many elements, including ride kinds, aims, and temporal trends, this research seeks to derive useful lessons for streamlining operations and enhancing client experiences. This project aims to provide an intuitive interface for data exploration and analysis by using tools from the Python ecosystem. As such, this would help in the understanding of the behavior of the stock over time and, thus, making good investment decisions. Data analysis enables … - Selection from Python for Data Analysis: Step-By-Step with Projects [Video] Apr 23, 2024 · This was my first data analysis project using Python. Today we will learn some methods to understand our data better and to gain some us Mentor junior analysts in Python programming and data analysis techniques. 4. You switched accounts on another tab or window. I had basics of Python some time back. to conduct univariate analysis, bivariate analysis, correlation analysis and identify and handle duplicate/missing data. specially in Python. e. Flexible Data Ingestion. ipynb. Created November 22, 2020 05:14. Remember: Tools don’t make great data scientists—curiosity does. Pandas brings the power of Python to tasks like data ingestion, cleaning, and aggregation. join() method is used to join all elements in list present in a series with Professional Certificate Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data driven decisions has never been greater. However, there are four major types of analysis: Descriptive analysis uses previous data to explain what’s happened in the past. prod() method is used to get the product of the values for the requested pandas is a python library for doing exploratory data analysis. Supply Chain Management Analysis: Download Project: 14. For Python beginners to become proficient in Beginners in Data Analysis: If you're new to data analysis and want to learn how to use Python for handling and analyzing data, this course provides a solid foundation. HARVESTIFY. Apr 12, 2025 · Data Analysis Projects with Python. Welcome to the Netflix Data Analysis project! In this repository, I explore the Netflix dataset using Python for data analysis. The project is designed to reinforce and apply the concepts learned throughout the course, providing hands-on experience in analyzing and visualizing data using Python. Heart Disease Prediction. A collection of data analysis and visualization projects designed to uncover insights from diverse datasets. Nov 17, 2024 · Real-time Share Price scrapping and analysis; Data Analysis & Visualizations. A comprehensive ETL pipeline and sales analysis project leveraging Microsoft Azure and PySpark, designed to optimize e-commerce sales by providing actionable insights through detailed data analysis. The exciting part about data science python projects that belong to the ProjectPro library is that we offer various projects that will cater to all your Feb 2, 2023 · Tell us what’s happening: I have finished updating my code but when I run the code it tells me, ModuleNotFoundError: No module named ‘pandas’. Read more. Projects that involve research, understanding market trends, customer preferences, or consumer behaviour to inform business strategies: Rainfall Trends in India Analysis Jul 24, 2023 · By the end of this article, you'll have a solid understanding of how to create your own Python data analysis projects. Nov 1, 2024 · Data Analytics Projects with Python. Best Streaming Service Analysis. Housing is related to many other societal forces, and My solution to the FreeCodeCamp Data Analysis with Python Certification projects - mjcs-95/FreeCodeCamp_Data_Analysis_with_Python data-science numpy pandas-dataframe jupyter-notebook data-visualization data-analysis matplotlib data-analysis-python matplotlib-pyplot seaborn-plots data-analysis-project data-visualization-python Updated Feb 11, 2024 Dec 14, 2023 · In this project, I assume the role of a Data Analyst employed by a Real Estate Investment Trust embarking on residential real estate investments. Language: Python; Packages: pandas, NumPy, seaborn, and matplotlib; Source code: Exploratory data analysis in Python; Exploratory data analysis (EDA) plays a key role in data analysis as it helps you make sense of your data and often involves visualizing data points for better exploration. In Python use build your muscle memory with these follow-along guided projects in Python. Lead data-driven projects from conception to execution, ensuring timely delivery. Apr 1, 2024 · Python and its related modules are used by the Uber Rides Data Exploration and Insights project to analyze and visualize Uber ride data. Stock Market Portfolio This repository is a personal collection of programs, exercises, and notes from the Development of Applications for Data Analysis course at Instituto Politécnico Nacional (IPN). Here are some reasons which go in favour of learning Python: Open Source – free to install; Awesome online community; Very easy to learn Nov 13, 2024 · Our Data Cleaning with Python path contains 4 other projects. Finish them all to claim your Data Analysis with Python certification. chencyluo / Data Analysis with Python - Final Project. Top 15 Data Visualization Projects Ideas for Beginners and Students in Python with Source Code for 2021 to help you find the right type for your ML project. org "Data Analysis with Python" certification projects. 5h for final projects. Stock Price Prediction using LSTM How Long to Learn Python for Data Analysis? Learning Python for data analysis typically takes a few months of consistent practice, depending on prior programming language experience. ly/413nJT0 Apr 12, 2018 · • Python’s importable libraries make it an attractive language for data analysis • NumPy • SciPy • Statsmodels • Pandas • Matplotlib • Natural Language Toolkit (NLTK) • Python can import and export common data formats such as CSV files Reference: Python for Data Analytics, Wes McKinney, 2012, O’Reilly Publishing WHY PYTHON A python project starter template for data-analytics and data-science. This project focuses on time series analysis and forecasting using historical stock price Oct 28, 2024 · It is nearly impossible to complete the first step of Exploratory Data Analysis in Data Science Projects, without the use of data visualization libraries. This take-home assignment, which has been given to data/marketing analysts at the company, asks you to do some data preparation in Python (in particular with Pandas) and then generate a report with basic insights. Sign up for free here. The goal of EDA is to identify errors, insights, relations, outliers and more. Performing Data Analysis Using Python. VaynerMedia: EDA on Unusual Data Take-Home. Here are a few fun projects to apply your data cleaning skills: Dec 28, 2022 · 30 Data Analysis Projects with Python. This project also includes a set of Power BI dashboards that are connected to the database and provide a visual representation of the analyzed data. Student Testimonials: Excellent Course for Data Analytics Real World Projects. I’m eager to learn and use Python to uncover insights and make This playlist includes Real World Projects on Data Analysis with Python. Image by the author. This project will enhance your skills in exploratory data analysis and data visualization, providing valuable experience in deriving actionable insights from real-world time series data. Nov 17, 2024 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Jul 2, 2023 · Overview of Python Libraries for Data Analysis. So, in this article, I’ll take you through a list of 50 Data Analysis projects with Python you should try to master Data Analysis. It involves summarizing data features, detecting patterns, and uncovering relationships through visual and statistical techniques. Show Gist options. This article contains five easy-to-implement Exploratory Data Analysis projects in Python. The best data scientists know when to automate and when to dive deep manually. Rental and Housing Data Analytics Projects - Housing data is readily available from public sources, or can be simple enough to create your own dataset. Build your first Machine Learning model easily like a profession as our data scientists guide you through Feb 1, 2025 · 1. Dec 5, 2022 · Project link: Instagram Reach Analysis using Python . The objective is to assess and predict housing Personal Finance Tracker is a simple Python-based command-line tool that helps users track income, expenses, and savings. A Discord community to help our data scientist buddies Dec 20, 2024 · 75 Data Science Projects with Python. We'll also include many Python data analysis project ideas in the later part of the article. This real-world machine learning project with SciKit Learn implements many machine learning algorithms, primary exploratory data analysis, and built-in data analysis methods for heart disease detection in Python. My aim here is to create a list of project ideas that are Python Libraries for Data Science NumPy: introduces objects for multidimensional arrays and matrices, as well as functions that allow to easily perform advanced mathematical and statistical This repository contains a collection of data analysis and visualization projects that I have worked on using tools like Excel, SQL, Python, and Power BI. Below is a list of 35+ Data Analytics projects with Python you should try to boost your portfolio. Data cleaning. It was the beginning of my journey in understanding and working with data. Exploratory Data Analysis. Google Search Analytics: Google Search Analytics is one of the best data analytics project ideas for someone who wants to My answers to freeCodeCamp. There are some important math operations that can be performed on a pandas series to si Udemy Course Data Analysis Explore the world of online learning with the Udemy Course Data Analysis project. These videos show how you can analyse the big data and get the required insight from Feb 20, 2025 · Example sentiment analysis project: This blog post on Medium details how one business analyst use Python to perform a sentiment analysis of product reviews using NLP. Updated Jan 5, 2022; Jupyter Notebook; Intermediate Data Science Python Projects. Stay updated with emerging data technologies and integrate them into workflows. Whether you’re exploring data analysis as a career path or just looking to add a new skill to your toolkit, this guide will help you get started with the basics of cleaning, exploring, and visualizing data. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. com Plotting Practice: Analyzing Restaurant Tips practice Plotting data from DataFrames with this fun project analyzing Restaurant Tips. Netflix Content Strategy Analysis; Rainfall Trends in India Analysis; Creating a Mutual Fund Investment Plan; Audio Data Processing and Analysis; Analyzing the Impact of Carbon Emissions Apr 28, 2025 · Also Read: Data Science Project Ideas | Data Analytics Projects. These Python data science projects will help you build a strong foundation in Data Science. In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Build your first Machine Learning model easily like a profession as our data scientists guide you through Oct 28, 2024 · Exploratory Data Analysis is the first step of any data science project. Recommended Course for those who want to start or transform their career in Data Analytics- Alokkumar Mahato. Here, l have explored and quantified data about music Mar 9, 2022 · Create a Chatbot with Python. ) and statistical analysis of user survey data. Finance & Stock Market Analysis Projects Dec 30, 2021 · Hence I named this as Data Analytics End to End Project as it covers almost every part of a Data Analysis process from Data Collection to Data Analysis. Data Science Projects in Python Data Science Jun 26, 2024 · You'll investigate how factors such as time of day, day of the week, weather conditions, and holidays impact traffic volume. Data is everywhere and the demand for getting the data analyzed and visualized is high. Data Science Project on Time Series. Data Cleaning with Pandas. Exploratory Data Analysis of a Dataset. By completing these projects, you will demonstrate that you have a good foundational knowledge of data analysis with Python. These Python data analysis project ideas are perfect for beginners and experts alike. The economy of a country is highly dependent on agriculture. Data Science Project on President Heights. This project is Nov 29, 2023 · 2. If you are interested in further polishing your data visualization and analysis skills, visit ProjectPro’s repository of end-to-end solved projects in Data Science and Big Data. Word Cloud in Python. It gives an idea of which set of variables will best serve as the input to a machine learning/deep learning model. We will discuss all sorts of data analysis i. Mar 31, 2022 · In this article, we embark on a data analytics journey with Python, focusing on medical data analysis. Python is a great tool for data analysis – in fact, it has become very popular, as we discuss in Python’s Role in Big Data and Analytics. Mar 23, 2025 · Recommended Books: Python for Data Analysis by Wes McKinney (Pandas creator). May 29, 2024 · In this Python for Data Science guide, we'll explore the exciting world of Python and its wide-ranging applications in data science. 8. Data Analysis With Python Data Analysis is the technique o May 16, 2025 · Prerequisites : NumPy in Python, Data Analysis Visualization with Python Python is very well known for Data analysis and visualizations because of the vast libraries it provides such as Pandas, Numpy, Matplotlib, etc. Data cleaning (also called data scrubbing) is the process of removing incorrect and duplicate data, managing any holes in the data, and ensuring data formatting is consistent. These projects will help you learn and implement all theoretical and real-time business concepts on datasets from various domains. Course link; Cert; Total time: 13h. A python project starter template for data-analytics and data-science. read_csv('adult. Easily practice advanced skills as you follow along with a data scientist in a video coding along with you. A significant part of the data analyst’s role is cleaning data to prepare it for analysis. Pandas is one of those packages and makes importing and analyzing data much easier. Learn how to use Google Cloud for sentiment analysis from Google itself in their short, interactive project Entity and Sentiment Analysis with the Natural Language API . Data cleaning is also referred to as data preparation, is a vital step that comprises reformatting the data, making data corrections, and merging data sets to enhance the data. Data could be extremely useful, but not without appropriate analysis. Career Relevance by Data Role The techniques and tools covered in Data Analysis with Python Projects are most similar to the requirements We would like to show you a description here but the site won’t allow us. Below are a few examples of data science projects using Python and data analysis projects in Python that are slightly more challenging than the ones mentioned in the previous section. analyzing numerical data with NumPy, Tabular data with Pandas, data visualization Matplotlib, and Exploratory data analysis. The article will explain step by step how to do Exploratory Data Analysis plus examples. - indrag49/football-analysis-project Spotify is a Swedish audio streaming and media services provider founded in April 2006. The Data Analytics Projects Course offers hands-on experience in solving real-world data challenges using industry-relevant tools and techniques. As a second part to this analysis, we worked on ARIMA model on R for predicting the crime counts across various localities in… Jun 18, 2024 · In this project, I am analyzing annual hotel operational data by importing data to SQL using Python, performing aggregation and merging the tables to one using SQL queries, and finally May 17, 2021 · 40+ resources for Python statistical analysis. Here are the steps we will follow in this Apr 4, 2025 · Basics of Python for Data Analysis Why learn Python for data analysis? Python has gathered a lot of interest recently as a choice of language for data analysis. If you intend to pass the certification yourself, be aware that you should not actually read any of the code presented here, as it could make you unintentionaly violate freeCodeCamp. Learn to clean, process, and analyze data while building projects like sales forecasting, customer segmentation, fraud detection, and sentiment analysis. Common examples include identifying sales trends or your customers’ behaviors. These projects include analyses on COVID-19 trends, stock trading patterns, housing market prices, IoT data, and more, showcasing the power of data-driven storytelling This project aims to leverage Python's data analysis capabilities to provide comprehensive insights into the IPL, catering to cricket enthusiasts, analysts, and stakeholders within the sports industry. . The media consulting firm VaynerMedia uses data to generate marketing insights for its clients. It stores data securely using SQLite and generates monthly financial reports with Pandas, making budgeting easy and offline-friendly. It trains learners for professional data work. Pandas str. Training and Testing This repository showcases my work from the KPMG Technology Job Simulation by Forage, focusing on Data Analytics and Cloud Engineering. May 10, 2025 · Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. - aravindbc/Data-Analysis-Projects May 7, 2017 · This project gives an overview of crime time analysis in New York City . 3. We aim to demonstrate Python’s power in extracting valuable insights from complex medical Feb 1, 2025 · Python Analytics Projects - Python allows you to scrape relevant data and perform analysis with pandas data frames and SciPy libraries. Students: Whether you're studying data science, statistics, or a related field, mastering Python for data analysis will complement your academic journey. The best way to learn how to complete data projects is by building data projects. Zomato Data Analysis Using Python; IPL Data Analysis; Airbnb Data Analysis; Global Covid-19 Data Analysis and Visualizations; Housing Price Analysis Dec 25, 2023 · One effective way to practice with Python is to take on your own data analysis projects. It is the world's largest music streaming service provider and has over 381 million monthly active users, which also includes 172 million paid subscribers. You can find this data analysis project using Python from here. EDA is an important step in Data Science. Below is a list of 75 guided projects to master Data Science with Python you should try. An open-source Python library for Data Scientists & Data Analysts designed to simplify the exploratory data analysis process. Topics python statistics numpy freecodecamp pandas seaborn data-analysis matplotlib freecodecamp-project sea-level-rise demographic-data-analyzer medical-data-visualisation page-view-time-series-visualizer sea-level-predictor This project is a data analysis (data science) tool with scripts to analyze images and text data and store results in a Microsoft Access database. Oct 28, 2024 · It is nearly impossible to complete the first step of Exploratory Data Analysis in Data Science Projects, without the use of data visualization libraries. These projects serve as an invaluable resource for individuals embarking on their journey towards a career as a Data Analyst Jun 11, 2024 · Now, let’s explore some more Python project ideas that you can set up yourself. This project is Apr 18, 2025 · Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data. hrhdwvs aajs swpqwt pbre gjlw xcfu sfyma zwpfj yjrw tequ