Ecosyste.ms: Awesome

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Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/tathithienthanh/datamining-banking-dataset

Implement some learned data mining techniques and predict if the client will subscribe to a term deposit

apriori association-rules classification clustering data-analysis data-mining data-processing google-colab ipynb kmeans naive-bayes py python scikit-learn svm visualization

Last synced: 25 Jan 2025

https://github.com/hvignolo87/ortex-programming-challenge

Coding challenges required for the Python Developer and Data Engineer job positions.

challenge data-analysis finance pandas python scripting sql sqlalchemy

Last synced: 02 Jan 2025

https://github.com/atxtechbro/flightradar24

Advanced Python application leveraging the power of APIs and the pandas library to retrieve and perform in-depth analysis of flight data from Flightradar24. It uncovers insights such as the most common departure and arrival cities, contributing to the field of aviation data science.

api-integration aviation-data data-analysis data-science data-visualization flightradar24-api pandas-library python requests-library web-scraping

Last synced: 25 Jan 2025

https://github.com/ryanfranklin237/data-visualization-python

A tool that allows you to visualize data from a csv or excel file in a graph or charts form

data-analysis data-science data-visualization matplotlib pandas-dataframe python

Last synced: 10 Jan 2025

https://github.com/jakubkorytko/data-graphs

Transform raw data into captivating visual stories with this app, effortlessly craft stunning data charts that unveil insights and trends

charts data-analysis mit-license open-source

Last synced: 11 Jan 2025

https://github.com/fatihilhan42/web_scraping_football_statistics_per_game_data-main

In this notebook I will describe the process of scraping data from web portal understat.com that has a lot of statistical information about all games in top 5 European football leagues.

data-analysis data-manipulation data-science data-scraping data-visualization jupyter-notebook python

Last synced: 29 Jan 2025

https://github.com/nafisalawalidris/springforth-university-foodbank

Springforth University Food Bank: A collaborative initiative with UNESCO to address student food insecurity. Contains code and resources for the web application, data analysis, and insights into the prevalence and impact of food insecurity on academic performance.

academic-performance collaborative-initiative data-analysis data-visualization excel pivot-tables powerbi springforth-university-food-bank student-food-insecurity unesco

Last synced: 23 Jan 2025

https://github.com/wrighang/shipping-data-analysis

Independent Project: Transit time trends analysis following a major shipping process change.

data-analysis matplotlib numpy pandas python

Last synced: 23 Jan 2025

https://github.com/savinrazvan/heredity

An AI that assesses the likelihood of genetic traits in individuals using a Bayesian Network to analyze family genetic data, modeling genetic inheritance and mutations to infer probabilities of gene presence and trait expression.

ai bayesian-network biological-data-analysis data-analysis educational-project family-genetics genetic-inheritance genetic-traits heredity mutation-modeling probability-calculation python

Last synced: 10 Jan 2025

https://github.com/savinrazvan/degrees

A program that computes the "degrees of separation" between two actors by identifying the sequence of movies connecting them, inspired by the Six Degrees of Kevin Bacon game. Uses IMDb-based datasets for actors, movies, and their relationships.

actor-connections ai data-analysis degrees-of-separation educational-project graph-theory imdb movie-database python six-degrees-of-kevin-bacon

Last synced: 10 Jan 2025

https://github.com/nafisalawalidris/hici-african-foods

HiCi African Foods: Excel dashboard & pivot table analysis of EU food rejection data to identify risks & recommend focus areas for market expansion.

data-analysis data-cleaning data-visualization eu-food-rejection excel-dashboard hici-african-foods market-expansion pivot-tables

Last synced: 23 Jan 2025

https://github.com/vidhi1290/machine-learning-pipeline

Explore a collection of Jupyter notebooks that guide you through various stages of the machine learning pipeline. From data analysis and feature engineering to model training and deployment, these notebooks provide practical insights for both beginners and experienced data enthusiasts. Let's dive into the world of data-driven decision-making! 📊🚀"

data-analysis feature-engineering feature-selection jupyter jupyter-notebook machine-learning machine-learning-algorithms machine-learning-pipeline model-training new-dataset opensource python

Last synced: 08 Dec 2024

https://github.com/jasontanx/capstone-project-machine-learning

A final semester project from my MSc Data Science course

data-analysis datascience machinelearningprojects tourism-data

Last synced: 05 Dec 2024

https://github.com/aekanshd/crazytics-suicidesindia

Basic interpretation of the Suicides in India data-set using R.

data-analysis data-science graph india r suicides

Last synced: 15 Jan 2025

https://github.com/vipul2001/cousera-courses

This repo covers the solution to the assignments of various courses on algorithm,deep learning and data Analytics

coursera-courses data-analysis data-analytics-ibm deep-learning divide-and-conquer neural-network

Last synced: 17 Jan 2025

https://github.com/vitia-fritelle/ipynb_converter

Jupyter notebook to Python file conversor

data-analysis data-science jupyter-notebook python

Last synced: 16 Dec 2024

https://github.com/vidhi1290/zomato-data-analysis

Zomato Data Analysis - Explore the world of Zomato restaurant data through Python and data analysis. Uncover trends and insights using Pandas for data manipulation and Matplotlib for visualization. Join us in this journey to reveal the hidden stories within the data!

data-analysis data-analysis-python data-science data-visualization dataprocessing machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn zomato-data-analysis

Last synced: 08 Dec 2024

https://github.com/chen0040/pyspark-advanced-algorithms

Samples of Advanced Algorithms and Data Analysis implemented in pyspark

advanced-algorithms data-analysis map-reduce pyspark

Last synced: 16 Dec 2024

https://github.com/luminati-io/airbnb-dataset-samples

A sample dataset of over 1000 Airbnb listings, extracted using the Bright Data API, ideal for competitor tracking, brand reputation, and market analysis.

airbnb airbnb-listings api data-analysis datasets web-scraper web-scraper-api web-scraping

Last synced: 23 Jan 2025

https://github.com/juliusmarkwei/titanic-data-analysis

Data analysis, data visualization, feature scaling, feature transformation, model selection and model optimization.

data-analysis data-science data-visualization linear-regression model-selection regression

Last synced: 01 Jan 2025

https://github.com/subhojit45/python3-iphones-x-flipkart-sales-analysis

A simple six questions and their insights derived from iphone sales on Flipkart dataset.

data-analysis jupyter-notebook python3 visual-studio-code visualization

Last synced: 24 Jan 2025

https://github.com/nafisalawalidris/northwind-traders-sales-analysis

Northwind Traders Sales Analysis project, which analyses sales data for a fictitious company. It utilises the Northwind Database and includes SQL queries to provide insights on employees, products, suppliers and revenue. The project aims to help the company gain valuable information for business decision-making.

business-insights data-analysis database northwind-traders sales sql

Last synced: 23 Jan 2025

https://github.com/gab-182/market-analysis-report-for-national-clothing-chain

Using custom M and DAX codes in Power BI, I conducte a thorough market analysis for a national clothing chain. The insights gathered from customer data and US Census Bureau statistics led to the formulation of a targeted marketing strategy, contributing to enhanced sales and customer satisfaction.

data-analysis power-bi

Last synced: 18 Jan 2025

https://github.com/neerajcodes888/whatsapp-chat-analyzer

A Python tool for effortless analysis of WhatsApp conversations. Gain insights with basic statistics, word cloud visualizations, and URL statistics. Powered by pandas, urlextract, wordcloud, seaborn, and Streamlit. 📊📱

analyzer chat data-analysis data-visualization pandas python3 seaborn urlextract whatsapp wordcloud

Last synced: 04 Dec 2024

https://github.com/cjunwon/youtube-data-analysis

End-to-end Youtube data analysis project using Youtube Data API, MySQL, AWS, Flask

aws-rds data-analysis datapipeline flask nlp pandas python shell sql vader-sentiment-analysis youtube youtube-api

Last synced: 15 Dec 2024

https://github.com/zrkhadija/data-analysis-for-financial-time-series

In this notebook, we performed data analysis on financial time series data from Yahoo Finance for the US market. We examined seasonality, trends, stationarity, and other aspects such as outliers and correlations.

autocorrelation correlation-analysis data-analysis financial-analysis time-series-analysis timeseries-forecasting visualization

Last synced: 17 Dec 2024

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

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

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

Last synced: 12 Jan 2025

https://github.com/rayyan9477/diamond-price-forecasting

This is a comprehensive machine learning project focused on predicting diamond prices. Using a dataset of diamond attributes, the project implements various machine learning models to forecast prices. Key features include data preprocessing, exploratory data analysis (EDA), and model training with algorithms such as Linear Regression, Decision Tree

data-analysis data-science decision-trees eda linear-regression machine-learning

Last synced: 10 Jan 2025

https://github.com/shliakhovai/sales-analysis-project

This project involves analyzing sales data to gain insights into sales trends, performance metrics, and product categories. The analysis includes data cleaning, exploratory data analysis (EDA), sales trend analysis, profit dependency analysis, and ABC analysis.

abc-analysis data-analysis data-science data-visualization eda exploratory-data-analysis jupyter-notebook python

Last synced: 12 Jan 2025

https://github.com/gauravcodepro/numpy-builder

A numpy shell builder to extract and how to use the numpy across the arrays.I am putting the entire manual for those who like to search immediately rather than looking here and there.

bash-prompt bash-script bash-scripting data-analysis data-mining data-science numpy numpy-arrays shell-prompt shell-script

Last synced: 02 Jan 2025

https://github.com/nafisalawalidris/analyzing-nobel-prize-dataset-demographics-and-trends

This project analyses a Nobel Prize dataset using Python and data analysis libraries. It explores the distribution of winners by category and country, examines the proportion of female winners over time, investigates the age of winners when they received the prize and identifies the oldest and youngest recipients.

age-at-award country-distribution data-analysis data-manipulation dataset demographics filtering gender-balance grouping nobel-prize notable-laureates python trends visualisation winners

Last synced: 23 Jan 2025

https://github.com/fer-aguirre/taller-cookiecutter

Taller sobre cómo usar Cookiecutter para análisis de datos.

cookiecutter data-analysis project-template workshop

Last synced: 23 Dec 2024

https://github.com/solrikk/pictrace-web

PicTraceV2 is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and Selenium for browser automation. PicTraceV2 allows users to upload images directly or provide URLs, quickly scanning a vast database to find image

automation computer-vision data-analysis data-extraction deep-learning image-processing image-search machine-learning natural-language-processing opencv openpyxl pandas python selenium tensorflow web-scraping yandex yandex-api

Last synced: 09 Jan 2025

https://github.com/antonijn/polyfit

Fits a polygon to a given data input

c data-analysis linear-algebra toy

Last synced: 17 Dec 2024

https://github.com/sathyasris27/time-series-and-spectral-analysis-

The aim of this project involves the analyses the data, removing trends and seasonal effects, identifying the underlying process, understanding the dominant frequencies, and using the residuals to make predictions.

data-analysis data-visualization forecasting r spectral-analysis time-series-analysis

Last synced: 10 Jan 2025

https://github.com/mdaffailhami/customer-data-analysis

This repository contains code and analysis for exploring customer data, focusing on profiling and contact preferences. The project includes various stages of data processing, from raw data preparation to final cleaned datasets, and employs Python and popular data analysis libraries to uncover insights and trends.

data-analysis data-cleaning data-science data-visualization jupyter jupyter-notebook pandas plotly python

Last synced: 12 Jan 2025

https://github.com/johnsesana/eda-video-game-sales

Exploratory Data Analysis on Public Datasets

data-analysis data-visualization excel

Last synced: 17 Jan 2025

https://github.com/shridhar1504/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-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: 23 Dec 2024

https://github.com/titanscouting/tra-analysis

Titan Robotics 2022 Strategy Team Analysis Repository

data-analysis frc frc-scouting hacktoberfest python

Last synced: 17 Dec 2024

https://github.com/hayatiyrtgl/data_analysis_project

Financial data analysis: preprocess, visualize, calculate technical indicators.

data-analysis data-analysis-python data-science dataframe numpy pandas python python3 stock-price-prediction talib trade-analysis

Last synced: 22 Dec 2024

https://github.com/sathyasris27/statistical-analysis-on-rehoming-time-for-different-dog-breeds-in-animal-shelter

The aim of this project is given a collection of records documenting the stray, unwanted, or neglected dogs sent to animal shelters to be rehomed, we analyse their rehoming patterns based on their breeds.

data-analysis r statistical-analysis statistical-inference statistical-models

Last synced: 10 Jan 2025

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 23 Dec 2024

https://github.com/john-science/data_science_by_example

Examples of Data Science Tools & Libraries

data-analysis data-science ipython pandas

Last synced: 18 Nov 2024

https://github.com/shridhar1504/power-bi-visualization-project

This repository contains Visualization Projects which is visualized through Power BI Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and by the insights we can reduce the damages by accidents & calamities.

dashboard data-analysis data-cleaning data-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint powerbi powerbi-report powerbi-visuals powerpoint-slides

Last synced: 23 Dec 2024

https://github.com/0xjeremy/me-18-final

Data collection and Analysis tools for IMUs

data-analysis imu raspberry-pi

Last synced: 04 Dec 2024

https://github.com/tnleite/projeto_king_lift

Este projeto apresenta uma análise detalhada dos dados financeiros da King Lift, uma empresa de locação de empilhadeiras. Utilizando Microsoft Excel, Power Query e Power Pivot, desenvolvi um dashboard interativo, também em Excel, que ajuda a empresa a obter insights valiosos para melhorar a eficiência operacional e aumentar o faturamento.

data-analysis data-science data-visualization excel

Last synced: 10 Dec 2024

https://github.com/nhsdigital/sde_summary_notebooks

Notebooks provided by the Wranglers for users to quickly gain insights on datasets inside the Secure Data Environment (SDE)

data-analysis data-linkage data-quality data-summary metrics statistics

Last synced: 23 Dec 2024

https://github.com/fatihilhan42/eda-spacex-launches-falcon9-and-falcon-heavy

In this project, we analyze the space flight data of Spacex space research company Falcon 9 rocket.

data-analysis data-science data-visualization eda elonmusk spacex

Last synced: 29 Jan 2025

https://github.com/roland045/road_quality_measurement_analysis

Novel road quality measurement system for cost effective pavement monitoring, ML-based

azure data-analysis data-engineering data-science machine-learning mlops model-deployment python sql unsupervised-learning

Last synced: 24 Jan 2025

https://github.com/ajwad-shaikh/sristi-sanshodh-collect

SRISTI Sanshodh Collect is an Android app for filling out forms. It's been used to collect billions of data points in challenging environments. Contribute and make the world a better place! ✨📋✨ https://docs.opendatakit.org/collect-…

collect data-analysis data-collection javarosa odk opendatakit

Last synced: 17 Dec 2024

https://github.com/sevdanurgenc/python-for-data-science-lecture-notes

In this repo, I have the course contents of Python for Data Science training, which will be given to Siemens by the cooperation of Academy Peak Information Technologies Training and Consultancy between 28 June - 1 July 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization matplotlib-tutorial numpy-tutorial pandas-tutorial

Last synced: 29 Jan 2025

https://github.com/draym/swmanager

Web-app to help you in your daily life raids in SpacesWars thanks to game statistics and data management

dashboard-application data-analysis data-visualization game-data game-utility

Last synced: 10 Jan 2025

https://github.com/shuklayash02/data_analysis_using_r

Covid19 analysis and cleaning of data where the death age and deaths of specific gender is cleaned and analysed

analysis cleaning-data data-analysis data-visualization rprogramming

Last synced: 23 Dec 2024

https://github.com/ssreeramj/youtube_channels_analysis

This web app gives a detailed analysis of the videos uploaded in a particular youtube channel.

data-analysis heroku pandas python streamlit youtube

Last synced: 02 Jan 2025

https://github.com/ituvtu/datamining-ab-testing

This project focuses on conducting A/B testing to evaluate the effectiveness of two marketing campaigns. Using statistical analysis and hypothesis testing, we determine which campaign is more effective in improving conversion rates.

a-b-testing data-analysis data-analysis-python data-mining ipynb jupyter jupyter-notebook python

Last synced: 16 Jan 2025

https://github.com/mafda/seattle_airbnb_data_analysis

This repository contains a comprehensive analysis of the Seattle Airbnb dataset, conducted using the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology.

crisp-dm data-analysis data-science jupyter-notebook pandas-python seattle-data

Last synced: 17 Jan 2025

https://github.com/emso-c/stream-analyser

A tool that analyses YouTube live streams.

cli data-analysis guessing highlights python youtube-video

Last synced: 18 Dec 2024

https://github.com/bretsw/subreddits-over-time

Study of the r/Teachers and r/education subreddits over time

data-analysis dataset reddit

Last synced: 13 Dec 2024

https://github.com/titanscouting/tra-superscript

The Red Alliance data analysis package

data-analysis frc-scouting hacktoberfest python

Last synced: 22 Nov 2024

https://github.com/manikantasanjay/time_series_data_analysis_on_stocks

Time Series Data Analysis project on Daily Stock Prices of the following companies(Apple, Microsoft, Google, Amazon) for a span of 5 years.

data-analysis pandas stock time-series time-series-analysis

Last synced: 22 Dec 2024

https://github.com/rishabhraj43/diwali-sales-analysis

A Data Analysis project made in Python

data-analysis python

Last synced: 12 Jan 2025

https://github.com/codingprivacy/feedback-portal-system

AI based Feedback Portal System which takes periodic feedbacks from users via highly human friendly chat-bot, analyse the responses through NLP and sentiment analysis and visualize the analysis on the portal website.

artificial-intelligence bokeh chatbot data-analysis flask mysql-database nlp portal python sentiment-analysis visualization website

Last synced: 12 Jan 2025

https://github.com/programmer-rd-ai/dimensionality-reduction

DimRed is a comprehensive Python toolkit for advanced dimensionality reduction, integrating with major machine learning libraries and featuring real-time performance monitoring to enhance data analysis and model efficiency.

analytics data-analysis data-science lightgbm machine-learning matplotlib numpy pandas programming python python3 sklearn university xgboost

Last synced: 12 Jan 2025

https://github.com/bretsw/beds

Bookdown project for an open education resource (OER) book: Becoming Educational Data Scientists

analytics data-analysis data-analytics data-science

Last synced: 13 Dec 2024

https://github.com/bcko/ud-da-eda-whitewinequality

Udacity Data Analyst Nanodegree Project : Exploratory Data Analysis : White Wine Quality dataset

data-analysis exploratory-data-analysis rmarkdown rstudio udacity udacity-data-analyst-nanodegree

Last synced: 25 Jan 2025

https://github.com/thecoderpinar/samsung_stock_analysis_forecasting_and_volatility_analysis

A comprehensive analysis and forecasting project for Samsung stock data, utilizing historical data to build predictive models and analyze volatility.

data-analysis deep-learning financial-analysis forecasting machine-learning python stock-analysis volatility-forecasting

Last synced: 16 Dec 2024

https://github.com/arhcoder/base-hackathon-2022

💸 Sistema que analiza las facturas de compra-venta de una empresa de importaciones y exportaciones, y crea una base de conocimiento con la que crea sugerencias de abastecimiento para las empresas clientes de Banco BASE, con el fin de ahorrarles dinero.

algorithms bank companies data-analysis decision-making exportation hackaton importation javascript mysql python suggestions

Last synced: 10 Jan 2025

https://github.com/elcaiseri/udacity-advanced-data-analysis

UDACITY - Advanced-Data-Analysis Track Project

data-analysis python

Last synced: 01 Jan 2025

https://github.com/jatin-mehra119/bike-rentals-dataset

This repository focuses on optimizing bike rental availability during peak hours and days using machine learning techniques. Leveraging publicly available data from the UCI Machine Learning Repository, it includes scripts for data preprocessing, model training, and visualization, along with detailed observations and results.

data-analysis data-science ensemble-model pandas scikitlearn-machine-learning

Last synced: 17 Jan 2025

https://github.com/umutsevdi/hr-management

HR Management, Analytics and Salary Determination System

analytics data-analysis java java17 postgresql python spring spring-boot vaadin vaadin-flow

Last synced: 18 Jan 2025

https://github.com/jen-uis/la-crime-data-analysis

This repository contains project materials for the Fall 2023 MGT 256 class. This project is completed with assists from Professor Adem Orsdemir.

business-analytics crime-data crime-data-analysis data-analysis knn la-crimes-from-2020 la-safe r r-markdown r-studio report-generation rmd united-states visualization

Last synced: 21 Jan 2025

https://github.com/colburncodes/se_pudding_2023

This project is a React app designed to showcase research conducted by a team of data scientists and data analysts. The app is utilizing React and React-Chartjs-2

chartjs-2 data-analysis data-science data-visualization react-chartjs-2 reactjs

Last synced: 22 Jan 2025

https://github.com/djo/data-analysis

Data Analysis course notebooks in R

data-analysis r

Last synced: 09 Dec 2024

https://github.com/ultrasage-danz/weather-data-analysis

Weather Data Analysis notebook project. Created using Google collab

collaboration data-analysis data-science dataset google google-colab-notebook project

Last synced: 02 Dec 2024

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

Data Analysis for Ramen 🍜💹

csv data data-analysis fun python report

Last synced: 12 Jan 2025

https://github.com/jakobzmrzlikar/fake-news-analysis

An analysis of the FakeNewsNet dataset using NLP techniques.

data-analysis fake-news ipynb-jupyter-notebook nlp-machine-learning

Last synced: 12 Jan 2025

https://github.com/leosimoes/uerj-tcc-analisador-dados-texto

Texto do trabalho de conclusão de curso (TCC) em engenharia de computação. Aplicativo Web para análise de dados.

data-analysis data-science data-visualization python streamlit

Last synced: 02 Dec 2024

https://github.com/alejo1630/chicago_crimes

A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium

data-analysis data-visualization folium pandas python seaborn

Last synced: 31 Dec 2024

https://github.com/al-ghaly/power-bi-dashboard

A dashboard to analyze data specializations job market.

dashboard data-analysis powerbi

Last synced: 22 Jan 2025

https://github.com/dogoncouch/dhcptranslate

Parses ISC DHCP server config, performs DNS resolution as needed, and outputs lease data in CSV format.

configuration csv-format data-analysis isc-dhcp isc-dhcp-server migration-tool

Last synced: 25 Jan 2025

https://github.com/nomadsdev/sys-moninsight

System Monitoring and Analysis Tool is a utility for real-time performance tracking. It logs CPU, memory, and disk usage, provides visual graphs, and offers performance recommendations. Perfect for optimizing system efficiency.

automation cpu-usage data-analysis data-visualization disk-usage matplotlib memory-usage performance-analysis performance-optimization psutil python real-time-monitoring resource-management sys-moninsight system-metrics

Last synced: 02 Jan 2025

https://github.com/ezzz-lui/rsm-evaluationproject

Este repositorio es donde esta documentado nuestro proyecto para RSM por parte de actividad final para el bootcamp Data Analyst

data-analysis python

Last synced: 03 Dec 2024

Data analysis Awesome Lists
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