Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/lotfiferaga/google-play-store-sentiment-analysis

Perform sentiment analysis on Google Play Store reviews using Python. Analyze user feedback to determine the overall sentiment (positive, negative, or neutral) towards various apps. Gain insights to aid developers and businesses in understanding user satisfaction levels and improving their products.

data-analysis data-visualization googleplayservices python reviewsanalysis-nlp

Last synced: 11 Nov 2024

https://github.com/lotfiferaga/hotel-reviews-sentiment-analysis

Efficient Python-driven sentiment analysis for hotel reviews, providing insightful evaluations.

data-analysis data-visualization nlp python

Last synced: 11 Nov 2024

https://github.com/msikorski93/python-maps

This repository contains thematic maps generated in Python.

cartopy data-visualization geopandas gis

Last synced: 11 Nov 2024

https://github.com/msikorski93/meteorite-landings

Basic data analysis focused mainly on visualizing geospatial data worldwide with cartopy.

cartopy data-visualization geopandas gis mapping meteorite-landing-sites shapefile

Last synced: 11 Nov 2024

https://github.com/msikorski93/ukraine-choropleth

This short repository contains a geospatial data visualization of percentage of people with Ukrainian as their native (or first) language according to 2001 census. A customized choropleth was developed with folium library. The map is interactive and allows the user do basic actions: zoom in-out, choose layers, display tooltips. The choropleth was saved to HTML file and is available for downloading.

data-visualization folium-choropleth-map ukraine

Last synced: 11 Nov 2024

https://github.com/apsinghanalytics/bearmarketfollowthroughs

Python Script for Calculating and Visualization Follow Through Rallies during Bear Markets

bear-market data-visualization powerbi recession stock-market time-series

Last synced: 11 Nov 2024

https://github.com/apsinghanalytics/wikiviewscryptopricetrendanalysis

Crypto Sentiment Analysis via Wikipedia Page View Trends and Bitcoin Price and Volume Trends

correlation-analysis crypto data-visualization exploratory-data-analysis seaborn time-series

Last synced: 11 Nov 2024

https://github.com/apsinghanalytics/hranalytics_myersbriggspersonalityinsights

A Excel analytics study exploring the correlation between personality traits and key HR-relevant parameters, including tenure and performance

data-analysis data-visualization excel pivot-tables

Last synced: 11 Nov 2024

https://github.com/zborovskaanna/grosery_store_sales_analysis

Python data analysis project. Analysis of grocery store sales using visualizations and reporting in Tableau

data-analysis data-visualization matplotlib numpy pandas python seaborn tableau

Last synced: 11 Nov 2024

https://github.com/a26nine/msc-dissertation-bitcoin-dashboard

An interactive data visualisation dashboard built using Tableau Desktop to research and analyse the relationship between the price volatility and adoptability of bitcoin.

data-analysis data-science data-visualization tableau tableau-desktop tableau-prep

Last synced: 11 Nov 2024

https://github.com/a26nine/kortext-usage-dashboard

An interactive data visualisation dashboard built using Tableau software to understand the value of digital resources issued on Kortext platform at Middlesex University, London.

data-analysis data-science data-visualization knime tableau

Last synced: 11 Nov 2024

https://github.com/nature40/casestudies

Case studies for testing the functionality of database systems, sensors, etc

casestudies data-analysis data-visualization database

Last synced: 11 Nov 2024

https://github.com/arda-guler/spaceguard

Data and programs related to minor planets (especially NEOs and potentially hazardous objects).

asteroid asteroids astronomy data-science data-visualization minor-planet-center minor-planets neo neos planetary-defense space spaceguard

Last synced: 12 Nov 2024

https://github.com/omkarpattnaik8080/studentperformanceanalysis

"This data analytics project examines student performance using Python and Pandas. Employing statistical analysis and visualization techniques with Matplotlib, it provides insights into academic trends. Explore this repository for data-driven insights essential for enhancing educational strategies and student outcomes."

data-visualization dataanalytics datascience kaggle numpy pandas

Last synced: 14 Nov 2024

https://github.com/arda-guler/binmotion

Convert ANY data to a video file. Sister project of binGallery.

data data-visualization proof-of-concept video

Last synced: 12 Nov 2024

https://github.com/arda-guler/koerimei

KOERI Mapping Extension Interface. Maps latest earthquakes detected by Kandilli Observatory and Earthquake Research Institude.

data-visualisation data-visualization earthquake earthquake-visualization earthquakes geography map mapping

Last synced: 12 Nov 2024

https://github.com/mayurasandakalum/ipl-data-engineering-spark-databricks

Comprehensive data engineering and analytics project using IPL dataset with Amazon S3, Apache Spark, Databricks, and SQL. Includes data storage, transformation, analysis, and visualization.

amazon-s3 apache-spark aws big-data cricket-analytics data-analytics data-engineering data-visualization databricks etl-pipeline ipl-dataset machine-learning python sql

Last synced: 16 Nov 2024

https://github.com/civicdatalab/hp-fiscal-data-explorer-frontend

Frontend for Himachal Pradesh Fiscal Data explorer for Open Budgets India Platform

budget contributions-welcome data-visualization hacktoberfest open-budgets open-source opensource reactjs

Last synced: 14 Nov 2024

https://github.com/saksham-jain177/automated-data-analysis-and-visualization

About Automated Data Analysis and Visualization is a Streamlit web application designed for quick and insightful data analysis. Users can easily upload CSV files, perform automated preprocessing, and generate interactive visualizations such as histograms, scatter plots, and heatmaps.

automated-reporting data-analysis data-preprocessing data-science data-visualization datasets exploratory-data-analysis interactive-visualizations machine-learning python streamlit

Last synced: 14 Nov 2024

https://github.com/saksham-jain177/data-analysis

A collection of data analysis and machine learning projects across various datasets. Explore predictive modeling, data visualization, and insights from real-world data. Projects include sales predictions, disease detection, customer segmentation, and more.

api data data-analysis data-cleaning data-science data-visualization datamodeling dataset datasets exploratory-data-analysis python python3 web-scraping youtube-api

Last synced: 14 Nov 2024

https://github.com/jose-zothner-meyer/finance-individual-loans

A comprehensive analysis of a financial institution's loan portfolio using Python, focusing on data preprocessing, exploratory data analysis (EDA), and feature engineering.

credit data-science data-visualization eda exploratory-data-analysis finance jupyter-notebook matplotlib numpy pandas plotly python scipy seaborn

Last synced: 11 Nov 2024

https://github.com/danielvartan/estela

🧒🏽🍎 Analysis and visualization of food consumption data for Brazilian children aged 2 to 4, as monitored by SISVAN in 2019

brazil child-health child-nutrition data-science data-visualization malnutrition nutritional-epidemiology sisvan sus

Last synced: 11 Nov 2024

https://github.com/animesh-chourey/power-bi

Various projects at my attempt to learn Power BI

business-analytics data-analysis data-visualization powerbi

Last synced: 12 Nov 2024

https://github.com/virajbhutada/zomato-restaurants-analysis-excel-powerbi-sql-tableau

Uncover insights from Zomato's restaurant data using Excel, SQL, Power BI, and Tableau. Analyze location trends, opening patterns, ratings distribution, and price ranges for a comprehensive understanding of the dining landscape. Dive into this repository and unlock the flavors waiting to be explored. Your culinary adventure starts here!

data-analysis data-driven-decisions data-visualization excel excel-functions interactive-dashboards powerbi powerbi-desktop restaurants sql sql-queries tableau-public tableau-visualization zomato-data-analysis

Last synced: 11 Nov 2024

https://github.com/virajbhutada/music-recommendation-system

This project is designed to provide personalized music recommendations for relaxation and meditation. Leveraging ML and data analysis, the system suggests tracks based on user preferences such as tempo, energy, and genre. Join us in enhancing music discovery through advanced algorithms and community-driven contributions.

data-analysis data-science-projects data-visualization eda html machine-learning ml-algortihms model-deployment model-evaluation music-recommendation-system nlp pivot-table principal-component-analysis python python-library similarity-matrix spotify-data streamlit-web user-experience

Last synced: 11 Nov 2024

https://github.com/virajbhutada/netflix-data-analysis

Discover the dynamics of Netflix's content library through our data analysis project. Explore trends in movies vs. series distribution, genre preferences, top directors, and more. Inform strategic decisions and enhance user experience with valuable insights.

data-science data-visualization genre-classification jupiter-notebook machinelearning-python matplotlib-pyplot netflix netflix-data-analysis numpy pandas python seaborn

Last synced: 11 Nov 2024

https://github.com/virajbhutada/ecommerce-sales-excel-analysis

Dive into comprehensive e-commerce sales analytics with this Excel-based dashboard. Gain valuable insights into key metrics, visualize trends, and make informed business decisions. Explore the GitHub repository for the source code and start optimizing your e-commerce performance.

analysis data-analysis data-visualization e-commerce excel interactive-visualizations online-retail sales-insights salesanalysis

Last synced: 11 Nov 2024

https://github.com/virajbhutada/flipkart-sales-insights

Explore insights and trends in Flipkart sales data with our comprehensive analysis. Uncover customer preferences, market trends, and regional variations to drive strategic decision-making and business growth. Leverage data-driven insights to optimize marketing strategies and enhance customer engagement.

data-analytics data-science data-visualization demographic-analysis e-commerce flipkart machine-learning-library machinelearning-python market-trends python sales-prediction

Last synced: 11 Nov 2024

https://github.com/virajbhutada/hr-analytics-powerbi

An advanced Power BI dashboard focused on HR analytics, providing comprehensive insights into workforce data, employee performance, and key HR metrics. Enhance decision-making and strategic planning with visualizations tailored for human resources professionals.

business-intelligence data-analysis data-visualization hr-analytics powerbi powerbi-visuals workforce-management

Last synced: 11 Nov 2024

https://github.com/virajbhutada/creditcard_complaints_analysis

A comprehensive repository dedicated to the Credit Card Complaints Analysis Dashboard in Tableau. Explore insightful visualizations, trends, and analytics related to credit card complaints. Stay informed and make data-driven decisions with this powerful Tableau analysis tool.

analytics complaints credit-card dashboard data-analysis data-visualization insights tableau visualizations

Last synced: 11 Nov 2024

https://github.com/virajbhutada/kingcounty-housesales-tableau

Discover the housing market in King County, Washington, through a dynamic Tableau dashboard. Conduct in-depth analyses of house sales, trends, and key indicators. Utilize interactive visualizations to gain valuable insights into the real estate landscape in the region.

data-analysis data-visualization housing-market-trends king-county-washington real-estate-analysis tableau

Last synced: 11 Nov 2024

https://github.com/virajbhutada/netflixviz-tableau

Discover the world of Netflix through an interactive Tableau dashboard. Explore a rich collection of movies and TV shows, analyzing key details like show ID, type, title, director, cast, country, date added, release year, rating, duration, listed genres, and engaging descriptions.

data-visualization insights interactive-dashboard movies-tv-shows netflix netflix-analysis netflix-data-analysis tableau tableau-public

Last synced: 11 Nov 2024

https://github.com/virajbhutada/superstore-powerbi-retail-insights

Leveraging advanced data analysis techniques, this project is strategically designed to contribute to business success by delivering insightful visualizations, accurate sales forecasting, and actionable information.

business-intelligence dashboards data-science data-transformation data-visualization interactive-visualizations powerbi-desktop powerbi-visuals retail-analytics strategic-decision-making superstore-data-analysis

Last synced: 11 Nov 2024

https://github.com/virajbhutada/sales-analysis-powerbi

A robust Power BI dashboard focused on sales analysis, providing comprehensive insights into sales performance, revenue trends, and key metrics. Elevate your decision-making process with visualizations tailored for sales professionals and business stakeholders.

business-intelligence data-visualization powerbi revenue-trends sales-analysis sales-predictions

Last synced: 11 Nov 2024

https://github.com/virajbhutada/fifa-worldcup-analytics-tableau-1930-2014

A comprehensive analytical dashboard spanning the years 1930 to 2014. This project leverages Tableau to provide insightful visualizations on World Cup champions, top-performing teams, final stadiums, qualified nations, audience statistics, and more. Dive into the rich history of the FIFA World Cup through data-driven exploration.

dashboard data-analysis data-visualization fifa-world-cup historical-data interactive-visualizations sports-analytics sports-stats tableau

Last synced: 11 Nov 2024

https://github.com/virajbhutada/tableau-stockmarket-analysis

Investigate the dynamics of the stock market with this Tableau dashboard, analyzing key tech giants like Facebook, Google, Nvidia, Tesla, Apple, and Twitter. Gain insights into stock trends, performance metrics, and crucial indicators shaping the market landscape.

analytics data-visualization financial-planning stock-market-analysis tableau tech-companies

Last synced: 11 Nov 2024

https://github.com/virajbhutada/hollywood-insights-tableau

Strategic cinematic insights through Hollywood's data landscape. Tableau-driven analytics for genre, studio profitability, and audience dynamics. Uncover trends, assess audience reception, and navigate through years of film data, elevating your understanding of the cinematic world.

analystics business-intelligence dashboard data-analysis data-visualization entertainment hollywood storytelling tableau tableau-desktop visualization

Last synced: 11 Nov 2024

https://github.com/virajbhutada/amazonprime-tableaudashboard

Uncover valuable insights into Amazon Prime content and trends through an interactive Tableau dashboard. Delve into a comprehensive analysis of shows, movies, and user engagement data. Utilize interactive visualizations to gain a deeper understanding of the Amazon Prime platform.

content-types data-analysis data-visualization streaming-analytics tableau user-engagement

Last synced: 11 Nov 2024

https://github.com/virajbhutada/hr_analytics-tableaudashboard

Explore comprehensive HR analytics with this Tableau dashboard, featuring insights derived from a detailed dataset. Gain a deep understanding of employee attributes, including factors such as attrition, business travel, age bands, education, job roles, and more. Leverage visualizations to make informed decisions and optimize workforce management.

analytics data-visualization employee-engagement hr-analytics tableau workforce-management

Last synced: 11 Nov 2024

https://github.com/virajbhutada/excel-reports

A curated showcase of interactive dashboards created using MS Excel, designed to transform raw data into clear, actionable insights. This collection demonstrates advanced Excel visualization techniques tailored for data-driven storytelling.

analytics business-intelligence dashboards data-cleaning data-science data-visualization ecommerce msexcel retail

Last synced: 11 Nov 2024

https://github.com/savinrazvan/attention

Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI enthusiasts and NLP researchers.

ai attention-mechanism bert cs50 data-visualization harvard-cs50 masked-language-model natural-language-processing nlp python transformer

Last synced: 11 Nov 2024

https://github.com/tostaylo/bicycle_death_data_visualization

Visualizing bicycle fatality data for the United States

beautifulsoup d3 data-visualization

Last synced: 11 Nov 2024

https://github.com/adolbyb/data-science-python

An Introduction to Data Science and Data Visualization with the FAU Data Science and Machine Learning Club

data-analysis data-science data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 19 Nov 2024

https://github.com/subratamondal1/heart-attack-prediction

Heart Attack Prediction of patients based on the required data. Data Ingestion - Data Preparation - Exploratory Data Analysis (EDA) - Modelling - Evaluation.

data-analysis data-science data-visualization kaggle-dataset machine-learning matplotlib-pyplot numpy pandas python3 scikit-learn seaborn

Last synced: 12 Nov 2024

https://github.com/amastaneh/network-visualization-insights

Network Visualization Insights presents network data seamlessly, offering clear visuals through charts, graphs, and tables. Dive deep into key metrics across diverse locations.

d3js data-analytics data-processing data-science data-visualization data-visualizations dataviz react-chartjs-2 react-simple-maps

Last synced: 14 Nov 2024

https://github.com/rosaerick/conflictzone-app

frontend of an application to fetch, process, and visualize data from the Fogo Cruzado Database, a platform tracking occurrences of violence. It aims to present tables, heatmaps and charts visualization representing the geographic distribution of these occurrences.

data-visualization fogo-cruzado nextjs nextjs14 typescript

Last synced: 14 Nov 2024

https://github.com/lucasfranklinsilva/rnn-lstm

Modelo de Prevenção de Falhas em Turbinas Simuladas Utilizando Redes Neurais Recorrentes

data-visualization deep-learning jupyter-notebook keras machine-learning neural-networks python scikit-learn

Last synced: 14 Nov 2024

https://github.com/iguptashubham/ott-churn-eda-ml

Understanding why customers discontinue their subscriptions will be crucial in optimizing the user experience, reducing churn, and maximizing customer lifetime value. By using Machine learning model to predict the Customer Churn.

data-analysis data-analysis-project data-science data-science-portfolio data-science-projects data-visualization machine-learning python

Last synced: 14 Nov 2024

https://github.com/is-leeroy-jenkins/badger

A budget execution & data analysis tool for EPA analysts based on WPF, Net 6, and is written in C#.

budget budget-management data-analysis data-science data-visualization federal-government

Last synced: 12 Nov 2024

https://github.com/k8hertweck/tidytuesdaydataviz

data viz for TidyTuesday lunch meetup at the Hutch

data-visualization tidytuesday

Last synced: 14 Nov 2024

https://github.com/k8hertweck/hnscctargetgenes

visualization of somatic mutations in cancer

cancer data-visualization genome

Last synced: 14 Nov 2024

https://github.com/kariemseiam/geoegy

An innovative and responsive dashboard to discover, filter, and analyze places across Egypt. Featuring advanced search, interactive maps with Leaflet.js, real-time analytics, dark mode, and seamless data export—all wrapped in a sleek, modern design with RTL support.

accessibility data-analysis data-visualization es6-modules geojson javascript leaflet mapping openstreetmap places-data responsive-design web-development

Last synced: 12 Nov 2024

https://github.com/danielrosehill/impactweightedaccounts

A repository for hosting data and data visualisations related to the work of the International Foundation for Valuing Impacts and other organizations pioneering the development and adoption of these methods (disclaimer: this is an independent project not affiliated or associated with any particular entity).

accounting data-visualization impact-transparency

Last synced: 12 Nov 2024

https://github.com/2kabhishek/pyestate

Real estate price analysis 🏠💰

analysis data-visualization finance mapbox panel plotly pyviz real-estate

Last synced: 12 Nov 2024

https://github.com/ledsouza/ml-musicas

Desenvolvida uma pipeline para recomendação de músicas a partir de um modelo clusterização do sklearn

data-science data-visualization kmeans-clustering machine-learning matplotlib pandas plotly python sklearn spotify-api spotipy

Last synced: 14 Nov 2024

https://github.com/ledsouza/folium

Explorar e visualizar dados geográficos de forma interativa com GeoPandas e Folium, incluindo marcadores personalizados, mapas de calor e camadas informativas.

data-science data-visualization folium geopandas python

Last synced: 14 Nov 2024

https://github.com/ledsouza/dataviz_imigrantes_canada

Analisar os dados dos indivíduos que desejam imigrar do Brasil para o Canadá

data-science data-visualization matplotlib plotly seaborn vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/dataviz_estilizacao_tabelas

Desenvolver estilizações de tabelas utilizando o objeto Styler do pandas

data-science data-visualization pandas python

Last synced: 14 Nov 2024

https://github.com/ledsouza/dataviz_vendas_lojas

Projeto de visualização de dados para realizar comparações e distribuições

data-science data-visualization matplotlib pandas pyplot python seaborn vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/estudo_matplotlib

Projeto de curso sobre o uso da biblioteca matplotlib

data-visualization matplotlib vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/covid19

Projeto de análise de dados dos casos de Covid19

data-science data-visualization matplotlib pandas seaborn vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/curso_de_estatistica_parte_2

Projeto de estatística voltado para conceitos como probabilidade e amostragem

data-science data-visualization pandas scipy seaborn vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/reg-linear-ii

Projeto de estudo de técnicas avançadas de modelagem em regressão linear

data-science data-visualization linear-regression pandas seaborn sklearn statsmodels vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/curso_de_estatistica_parte_4

Projeto de estatística para estudo de correlação e regressão

data-science data-visualization numpy pandas seaborn statsmodels vitrinedev

Last synced: 14 Nov 2024

https://github.com/ledsouza/curso_de_estatistica_parte_3

Projeto de curso de estatística sobre distribuições e teste de hipósteses

data-science data-visualization pandas scipy seaborn statsmodels vitrinedev

Last synced: 14 Nov 2024

https://github.com/fernandogomesfg/analise-acidentes-empowerlogistics

Análise de acidentes em rodovias federais na região sudeste, com dados fictícios da EmpowerData.

data-analysis-python data-visualization jupyter-notebook notebooks python

Last synced: 14 Nov 2024

https://github.com/bertiewooster/ipywidgets

Interactive data visualizations in a Jupyter Notebook per tutorial https://python.plainenglish.io/interactive-visualizations-with-pandas-seaborn-and-ipywidgets-173e5d7d6a5e

data-analysis data-science data-visualization ipython-notebook ipywidgets juypter-notebook python

Last synced: 13 Nov 2024

https://github.com/ac12644/fractz-ai-data-analyst

Analyze data and gain insights instantly with FRACTZ's AI Data Analyst. Flexible, fast analytics tailored to your needs.

ai data-analysis data-visualization

Last synced: 14 Nov 2024

https://github.com/student-rubeena/weather_monitor

The Real-Time Weather Monitoring System is a Python app that tracks live weather data from the OpenWeatherMap API for Indian metros. It converts temperatures, provides daily summaries (average, max, min temperatures), and triggers alerts for extreme conditions. The system also stores data for analysis and visualizes weather trends.

alert-system api automation data-integration data-processing data-visualization database-management temperature-conversion version-control

Last synced: 19 Nov 2024

https://github.com/pejpero/multi-class_classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

data-visualization logistic-regression machine-learning multiclass-classification one-vs-one one-vs-rest perceptron python scratch-implementation softmax

Last synced: 13 Nov 2024

https://github.com/balajimohan18/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data-analytics data-science data-testing data-visualization forecasting forecasting-models machine-learning model-evaluation predictive-modeling python regression-algorithms salesforecast scipy sklearn-library supervised-learning

Last synced: 14 Nov 2024

https://github.com/balajimohan18/tableau-visualization-project

This repository contains Visualization Projects which is visualized through Tableau Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and also it provides social values in some cases to reduce damages by calamities.

data-analysis data-science data-visualization exploratory-data-analysis tableau tableau-public

Last synced: 14 Nov 2024

https://github.com/balajimohan18/loan-classification-datascience-project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

classification data-analysis data-cleaning data-science data-visualization loan-prediction loan-status machine-learning sql supervised-learning

Last synced: 14 Nov 2024

https://github.com/balajimohan18/rafik-s-kitchen-data-analysis

The Project is about the Analysis of the Sales and Expenses Data of a Famous Fast-food Restaurant. This mainly focuses on gaining Insights that will boost the Future Sales and also Business Strategies it Improve the Profit Margins. Handled Tools are SQL, Python, Power BI, MS Office Tools.

business-analytics business-intelligence data-analysis data-analytics data-visualization eda ms-office powerbi-report powerpoint-presentations python sql-server

Last synced: 14 Nov 2024

https://github.com/balajimohan18/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

acf adf data-analysis data-cleaning data-science data-visualization eda exploratory-data-analysis machine-learning pacf seasonality time-series trends

Last synced: 14 Nov 2024

https://github.com/balajimohan18/foreign-exchange-rate-time-series-datascience-project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-analysis data-analytics data-preprocessing data-science data-transformation data-visualization eda exploratory-data-analysis foreign-exchange-rates machine-learning model-fitting predictive-modeling python3 time-series time-series-analysis

Last synced: 14 Nov 2024

Data visualization Awesome Lists
awesome-datascience 847 awesome-bigdata 621 awesome-creative-coding 426 awesome-jupyter 205 go-recipes 145 awesome-dataviz 159 awesome-single-cell 471 awesome-python-data-science 379 awesome-business-intelligence 231 awesome-ggplot2 542 awesome-clojurescript 124 data-science-with-ruby 101 awesome-open-data-centric-ai 56 awesome-public-real-time-datasets 42 awesome-frontend-gis 192 awesome-scientific-python 131 awesome-datajournalism 115 awesome-biological-visualizations 70 awesome-expression-browser 161 awesome-python-machine-learning-resources 1,884 awesome-qlik 32 awesome-deepnote 41 Road2R 260 fucking-awesome-creative-coding 199 awesome-list 1,345 awesome-interests 66 awesome_science 50 datatools 61 awesome-visual-analytics-healthcare 31 awesome-dataviz 34 awesome-vega 40 creative-coding-resources 48 data-engineering-collection 678
Data visualization Categories
Literature and Media 289 The Data Science Toolbox 287 Data and models 247 Uncategorized 199 Tools 190 文本数据和NLP 182 Learning Resources 163 Deep Learning Framework 150 数据可视化 131 机器学习框架 122 Software list 121 Awesome ClojureScript 111 Socialize 107 图像数据与CV 106 Software packages 104 Table of Contents 100 模型的可解释性 99 Books 99 Training Resources 94 超参数优化和AutoML 93