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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/ggarciajavier/udacity-dalf-project4-identify-fraud-enron-email

Work performed for the 4th project of the Udacity Data Analyst Nanodegree: machine learning classifier for identifying fraud in Enron email corpus.

data-analysis data-science machine-learning nlp-machine-learning python python27

Last synced: 04 Feb 2025

https://github.com/more-joao/color-distance-luminance

Data analysis project that aims to establish a relation between the Canberra distance between white and any given color in the RGB colorspace and its luminance.

canberra-distance data-analysis luminance python r rgb

Last synced: 11 Feb 2025

https://github.com/saajann/data-science

Road to Data Scientist 🚀

data-analysis data-science machine-learning python

Last synced: 16 Jan 2025

https://github.com/v-octal/random_forest_from_scratch

My implementation of Random Forest regressor in python

data-analysis machine-learning random-forest

Last synced: 30 Dec 2024

https://github.com/aimin-nur/visualisasi_bikestore

Data Analyst - Dashboard Bike Store

data-analysis sql visualization

Last synced: 30 Dec 2024

https://github.com/tashi-2004/apache-hadoop-spark-hive-cyberanalytics

This project utilizes Apache Hadoop, Hive, and PySpark to process and analyze the UNSW-NB15 dataset, enabling advanced query analysis, machine learning modeling, and visualization. The project demonstrates efficient data ingestion, processing, and predictive analytics for network security insights.

ai apache-hadoop apache-hive big-data-analytics big-data-processing data-analysis data-engineering data-science data-security data-visualization hdfs machine-learning network-analysis network-security pyspark python3 threat-detection unsw-nb15-dataset

Last synced: 11 Feb 2025

https://github.com/c17an/data-analysis-exercise

데이터 분석 수련장

data-analysis python3

Last synced: 11 Feb 2025

https://github.com/danmadeira/algoritmos-estatistica-python

Demonstração de Algoritmos de Estatística em Python

algorithms data-analysis data-science python statistics

Last synced: 08 Jan 2025

https://github.com/dogan-the-analyst/chair_sales_data_analysis

It is an Excel study for practice.

data data-analysis excel

Last synced: 08 Jan 2025

https://github.com/dhruvil-26/tableau-projects

This repository contains Tableau visualization projects focused on data analysis across different domains. Projects include: 1. IPL Visualization - Insights into IPL match, Team and player statistics. 2. EV Analysis - Visualizations exploring the adoption of electric vehicles. 3. Road Accident Analysis - Analysis of road accident patterns

analysis data data-analysis data-analytics electric-vehicles ipl road-accident-analysis tableau tableau-public

Last synced: 09 Feb 2025

https://github.com/dhruvil-26/sql-projects

This repository contains SQL projects focusing on data analysis and insights. Currently, it includes: 1. RSVP Movies Analysis - SQL queries to analyze movie trends, ratings, and genres. 2. Pizza Sales Analysis - SQL queries to explore sales patterns, customer behavior, and profitability in a pizza business.

analysis data-analysis database mysql pizza-sales-analysis rdbms rsvp sql

Last synced: 09 Feb 2025

https://github.com/marialuizaleitao/walmartsalesanalysis

This project explored data collection and preprocessing, advanced application of SQL queries, and feature engineering. Key calculations, such as COGS (Cost of Goods Sold) and VAT (Value Added Tax), were performed to assess the profitability and financial efficiency of the branches.

business-analytics data-analysis mysql-database sql

Last synced: 08 Jan 2025

https://github.com/banyc/dfplot

Summarize a data frame by plotting. `cargo install --git https://github.com/Banyc/dfplot.git`.

csv data-analysis plotly plotting statistics

Last synced: 20 Jan 2025

https://github.com/dhruvil-26/powerbi-projects

This repository contains Power BI projects showcasing data analysis and interactive dashboards. Each project includes detailed visualizations and insights on diverse topics such as loan analysis, sales performance, and customer behavior.

customer-behavior-analysis data data-analysis interactive-dashboards loan-analysis powerbi sales-performance visualization

Last synced: 09 Feb 2025

https://github.com/aaisha-nexus/sql_company_insights

A beginner-friendly SQL project for managing employee records, departments, and sales transactions. Includes table creation, optimized queries, stored procedures, and window functions to extract business insights.

business-analytics data data-analysis dataanalysis-projects dataanalytics database-schema mssql-database query relational-databases sql sql-query ssms

Last synced: 09 Feb 2025

https://github.com/badranalyst/residential-unit-prices-data-analysis-application

Python-based analysis of residential unit prices, focusing on data cleaning, visualization, and exploratory data analysis (EDA). Key features include price distribution, and correlation analysis between factors like size, location, and pricing.

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

Last synced: 08 Jan 2025

https://github.com/badranalyst/covid-deaths-dashboard-with-tableau

This project showcases an interactive dashboard developed in Tableau to visualize COVID-19 deaths data. It provides insights into trends, geographical distributions, and key metrics related to mortality during the pandemic. The dashboard aims to enhance understanding of the data, supporting public health analysis and decision-making.

covid-19 dashboard data data-analysis data-visualization dataset tableau tableau-dashboards visualization

Last synced: 08 Jan 2025

https://github.com/aleks-andrs/bigdataanalytics

Public repository for CM3111: Big Data Analytics Coursework (Meteorite landings analysis)

data-analysis data-science machine-learning

Last synced: 08 Jan 2025

https://github.com/anoopgeorge418/linked-analytics

"LinkedAnalytics is a project that scrapes LinkedIn data, analyzes it to uncover valuable insights, builds predictive models, and deploys them for practical applications. This repository contains all scripts, analysis notebooks, and deployment code needed to replicate the process."

beautifulsoup4 bokeh data-analysis data-science linkdin linkdindata machine-learning matplotlib numpy pandas plotly python requests seaborn sql web-scraping

Last synced: 07 Jan 2025

https://github.com/bala-1409/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 arima-model data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms pacf python python3 sarimax-model seasonality seasonality-analysis time-series time-series-forecasting trends

Last synced: 27 Jan 2025

https://github.com/bala-1409/loan-clustering-datascience-projects

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataeset 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 clustering-algorithm data-analysis data-science data-visualization kmeans-clustering machine-learning machine-learning-algorithms sql unsupervised-learning unsupervised-machine-learning

Last synced: 27 Jan 2025

https://github.com/bala-1409/loan-classification-data-science-projects

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.

data data-analysis datacleaning datascience datavisualization exploratory-data-analysis loan machine-learning machine-learning-algorithms modelfitting sql supervised-learning visualization

Last synced: 27 Jan 2025

https://github.com/alanmenchaca/getting-and-cleaning-data-course-project

The purpose of this project is to demonstrate how to collect, work with, and clean a data set.

data-analysis getting-and-cleaning-data rstudio tidy-data

Last synced: 09 Feb 2025

https://github.com/bala-1409/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-science data-visualization exploratory-data-analysis microsoft-excel microsoft-power-bi microsoft-powerpoint power-bi powerbi powerbi-reports powerbi-visuals visualization

Last synced: 27 Jan 2025

https://github.com/bala-1409/tableau-visualization-viz.-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 calculate damages and intensity by calamities.

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

Last synced: 27 Jan 2025

https://github.com/lintangwisesa/ujian_analyticsvisualization_jcds07

Panduan Soal Ujian Data Analytics & Visualization Job Connector Data Science batch 7

data-analysis data-science data-visualisation exam

Last synced: 08 Jan 2025

https://github.com/amishidesai04/interactive-data-visualisation-tool

A Java-based application leveraging JavaFX to create dynamic and interactive charts, including pie charts, bar charts, and line graphs. Ideal for visualizing various datasets, this tool offers customizable features and a user-friendly interface. Easily input and manage data, customize chart styles, and observe trends and patterns effectively.

charts data-analysis data-visualisation data-visualization-project gui java javafx visualization-tools

Last synced: 15 Jan 2025

https://github.com/dimits-ts/synthetic_moderation_experiments

Experiments relating to synthetic LLM user-agents and LLM facilitators in online discussions

data-analysis dataset-generation llms llms-reasoning nlp

Last synced: 27 Dec 2024

https://github.com/jrh89/sorting-hat

With a simple and user-friendly interface, the GUI allows users to easily enter data and extract the numbers they need and then sort and graph them.

data-analysis data-visualization datascience executable graphs-algorithms gui python sorting sorting-algorithms sorting-algorithms-implemented

Last synced: 08 Jan 2025

https://github.com/datasqlsantosh/global-energy-consumption-renewable-generation-python-data-analysis-portfolio

This project focuses on analyzing global energy consumption patterns and trends in renewable energy generation using Python data analysis libraries such as Seaborn and NumPy. The analysis aims to explore energy consumption data from various regions worldwide and examine the contribution of renewable energy sources over time

data data-analysis data-visualization pandas seaborn

Last synced: 15 Jan 2025

https://github.com/sohamb21/analysis-of-superstore-dataset

I completed the IBM SkillsBuild Data Analytics Internship Program to develop my Data Analytics skills and apply them to a real-world problem by working on this project.

data-analysis python

Last synced: 16 Feb 2025

https://github.com/satvikpraveen/rsvp_case_study

A comprehensive IMDB dataset analysis using SQL. Includes database setup, advanced queries, and actionable insights. Organized with files for database creation, queries, and solutions. Features an Entity-Relationship Diagram (ERD), executive summary, and SQL scripts. Perfect for SQL workflows and business intelligence in the film industry.

aggregate-functions business-intelligence common-table-expressions data-analysis data-driven-decisions data-querying database-design entity-relationship-diagram imdb-dataset relational-database sql subqueries-and-joins

Last synced: 07 Feb 2025

https://github.com/al-ghaly/prosper-loans-analysis

A statistical Analysis Project, to analyze the data of a finance company’s loans Using Python packages (pandas – NumPy – seaborn – matplotlib)

data-analysis matplotlib numpy pandas python python-data-analysis seaborn statistical-analysis statistics

Last synced: 22 Jan 2025

https://github.com/thlindustries/mortalidade_neonatal_python_react

Uma plataforma de visualização de dados montada utilizando Python e React com a library de visualização do Plotly

data-analysis data-visualization plotly python python3 react reactjs

Last synced: 08 Jan 2025

https://github.com/ksharma67/eda-on-ipl

In this python notebook, analysis of IPL matches from 2008 to 2020 is done using python packages like pandas, matplotlib and seaborn.

data-analysis data-science eda matplotlib numpy pandas python seaborn

Last synced: 16 Feb 2025

https://github.com/chrispsang/customerchurnanalysis

Predicting customer churn using a RandomForestClassifier with detailed EDA, model evaluation, and visualization. Includes a Tableau dashboard for interactive insights.

customerchurn data-analysis data-visualization datapreprocessing machine-learning python scikit-learn tableau

Last synced: 09 Feb 2025

https://github.com/mahdi-meyghani/movie-recommendation-system

A Python-based movie recommendation system utilizing popularity-based, content-based, and collaborative filtering models with data science and machine learning techniques.

data-analysis data-science machine-learning recommendation-system scikit-learn scikitlearn-machine-learning

Last synced: 09 Feb 2025

https://github.com/airdac/ml-palmerpenguins

Classification and analysis of the palmerpenguins dataset in Python. Team project from UPC's Master's Degree in Data Science

classification data-analysis data-science machine-learning palmer-penguin python upc

Last synced: 15 Jan 2025

https://github.com/jaydotmurf/box2box

box2box is a dynamic football data extraction tool that uses rotating proxies to scrape web data

data-analysis python web-scraper

Last synced: 15 Jan 2025

https://github.com/szymon-budziak/real_estate_house_prices_prediction

Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.

data-analysis data-preprocessing data-science eda jupyter-notebook machine-learning matplotlib numpy optuna pandas predictive-modeling price-prediction python random-forest regression scikit-learn seaborn

Last synced: 09 Feb 2025

https://github.com/ankit21111/carpredict

This project predicts car prices using machine learning models, including Simple and Multiple Linear Regression. It covers data acquisition, feature selection, and optimization techniques like Ridge Regression. The best model, Multiple Linear Regression, achieved an R² score of 0.84. Check out the full analysis in the repository!

data-analysis data-visualization matplotlib numpy pandas pyhton scipy seaborn sklearn

Last synced: 20 Jan 2025

https://github.com/nandit123/python_on_excel

Data Analysis using python libraries on excel data

csv data-analysis data-science fill fluctuations graph numpy python python-library

Last synced: 11 Jan 2025

https://github.com/jasonsu131/cps188-term-project

A data analysis program developed in C to extract information about diabetic patients across Canada from a governmental spreadsheet available online. The program showcases summaries and averages based on the extracted data.

c data-analysis data-statictics file-reading

Last synced: 02 Feb 2025

https://github.com/nguyenda18/ppp-data-tool

Command line tool (could later be used as lambda function) to download CSV files from SBA and generate JSON

data-analysis nodejs-server ppp-files ppp-loans

Last synced: 08 Jan 2025

https://github.com/vvhacker007/technocolabs

This repo contains the projects that were assigned to me during the internship.

data-analysis data-science flask heroku-deployment internship machine-learning project streamlit website

Last synced: 04 Feb 2025

https://github.com/meokullu/prefill

PreFill adds desired characters onto output values to increase their legibility.

alignment data data-analysis data-engineering data-science legibility

Last synced: 14 Jan 2025

https://github.com/valenthr/valenthr.github.io

Forecasting car prices based on 13 indicators

car-price-prediction data-analysis dbeaver sql

Last synced: 04 Feb 2025

https://github.com/drill-n-bass/dealavo-project

Cartesian product from dictionary to list of dictionaries and faster methods for finding index than the `index` method.

data-analysis data-analysis-python matplotlib pandas python python3 random timeit

Last synced: 18 Feb 2025

https://github.com/soypete/example-go-dataframes-parser

example of https://godoc.org/github.com/kniren/gota/dataframe

data-analysis data-science datastructures golang-examples ml

Last synced: 08 Jan 2025

https://github.com/chuxinh/our-data-manual

All in one place for our data science learning journey by Chuxin and Melody

data-analysis data-science machine-learning python

Last synced: 08 Jan 2025

https://github.com/zafir100100/cancer-stage-prediction

This code predicts cancer data using various regression models, calculates their average R-squared scores, and prints the best model.

cross-validation data-analysis data-preprocessing decision-trees gradient-boosting linear-regression machine-learning-algorithms numpy pandas random-forest regression scikit-learn

Last synced: 08 Jan 2025

https://github.com/bris0yzbekaye/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 11 Feb 2025

https://github.com/cowboymrzamo2380/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 11 Feb 2025

https://github.com/rohitblaze10/survey_monkey_analysis--using-ipython

This data analysis project focused on extracting insights from survey responses. It involves data cleaning, merging, and transformation using iPython (Pandas,OS) and SQL. The goal is to identify trends and patterns in survey data for better decision-making.

data-analysis ipynb ipython-notebook

Last synced: 11 Feb 2025

https://github.com/ngangawairimu/linear-regression-

This project builds a linear regression model in Python to predict outcomes and derive insights from feature data. It covers data cleaning, feature analysis, and model evaluation, showcasing predictive modeling techniques using scikit-learn, pandas, and visualization libraries.

data-analysis linear-regression machine-learning predictive-modeling python scikit-learn

Last synced: 11 Feb 2025

https://github.com/kheriberto/logistic_regression_project

A project that analyses dummie data from an advertising company using logistic regression

data-analysis logistic-regression pandas python scikit-learn seaborn

Last synced: 11 Feb 2025

https://github.com/aangelone2/das-c

Lightweight parallel Data Analysis Suite in C

c correlation-analysis data-analysis monte-carlo multithreading openmp

Last synced: 13 Jan 2025

https://github.com/aisurjyasamantaray/-optimizing-target-s-brazilian-operations-insights-from-order-processing-pricing-and-payment-trends-

This project offers an in-depth analysis of consumer behavior, logistical performance, and payment preferences within the e-commerce sector. By examining order costs, delivery times, and payment methods, businesses can uncover valuable insights into operational efficiency and customer preferences.

bigquery consumer-insights data-analysis database sql target

Last synced: 21 Jan 2025

https://github.com/mlund2k/project-1-baseball-performance-vs.-attendance

Project assets for my first exploratory data analysis: Baseball Performance vs. Attendance.

bigquery data-analysis data-cleaning data-visualization excel rstudio sql tableau tidyverse

Last synced: 21 Jan 2025

https://github.com/vaishnavipaithane/bellabeat-data-analysis-case-study

This capstone project was done as a part of Google Data Analytics Professional Certificate course.

bigquery data-analysis sql tableau

Last synced: 21 Jan 2025

https://github.com/vidyadnina/cyclistic-sql-tableau-project

Trip data analysis for a bike-sharing service company using SQL and Tableau.

bigquery dashboard data-analysis data-analytics-sql data-cleaning data-visualization sql

Last synced: 21 Jan 2025

https://github.com/edumoraes1/comissao-reduzida

Criação de segmentação de publico via SQL para nova feature do enjoei de comissão reduzida

bq data-analysis salesforce sql

Last synced: 21 Jan 2025

https://github.com/edumoraes1/journey_active_users

Segmentação de base via SQL para jornada de vendedores ativos

bq data-analysis salesforce sql

Last synced: 21 Jan 2025

https://github.com/enayar478/nomad_machine_learning_dash_app

An interactive Machine Learning app built with Dash and Plotly, developed as part of the Data Analytics Bootcamp at Le Wagon Bordeaux. It allows users to visualize data, make real-time predictions, and explore various model insights.

analytics cachetools dash dashboard-application data-analysis data-science deployment gunicorn interactive-visualization machine-learning pandas plotly plotly-dash prediction-model python python3 render scikit-learn web-application

Last synced: 22 Jan 2025

https://github.com/jonathancaleb/adap

📊🌱 Agricultural Data Analysis Platform 🌍🚜 A personal initiative to analyze coffee growth trends in Uganda using Python, data science, and machine learning. This project supports sustainable farming with predictive models and interactive visualizations. 🍃📈

data-analysis data-science python

Last synced: 27 Jan 2025

https://github.com/leandrocollares/street-cherry-trees-in-vancouver

Street cherry trees in Vancouver: an exploratory data analysis

data-analysis data-visualization folium pandas plotly-express

Last synced: 08 Jan 2025

https://github.com/leandrocollares/home-team-advantage-in-epl

Home team advantage in the English Premier League: an exploratory data analysis

data-analysis matplotlib pandas plotly

Last synced: 08 Jan 2025

https://github.com/jnyambok/google-data-analytics-capstone-project-bella-beat-fitness-company

The following documentation follows the optional Capstone project provided by the Google Data Analytics Course. It follows through the eight stages of data analysis which are Ask, Prepare, Process, Analyze, Share and Act. This Capstone Project was carried out with the help of R programming language, which is a data-centric, accessible language used to organize, modify, clean data frames and create insightful data visualizations. Let’s get into it!

analytics data-analysis python

Last synced: 26 Jan 2025

https://github.com/salfaris/toy-data-analysis

Random toy data projects. For my portfolio data projects, see linked website

data-analysis

Last synced: 16 Jan 2025

https://github.com/jnyambok/epl_dashboard

English Premier League Dashboard summarizing match data from 2009-2024

data-analysis data-science gcp powerbi

Last synced: 26 Jan 2025

https://github.com/dataforgeopenaihub/steam-sales-analysis

This repository features an ETL pipeline for retrieving, processing, validating, and ingesting game metadata and sales data from SteamSpy and Steam APIs. Data is stored in a MySQL database on Aiven Cloud and visualized using Tableau dashboards for insightful analysis of gaming trends and sales performance.

cloud-computing data-analysis data-engineering data-pipepline data-warehousing games mysql-database python steam-api tableau typer-cli

Last synced: 09 Feb 2025

https://github.com/danhnnguyen0606/bitcoin-navigator

Bitcoin Navigator: A data-driven dashboard designed to analyze Bitcoin trends, empowering investors to refine their strategies and identify optimal investment opportunities.

bitcoin btc crypto cryptocurrency data-analysis data-analytics data-science data-visualization investment looker looker-studio

Last synced: 21 Jan 2025

https://github.com/odessaz/portfolioprojects

This is a repository I have created to showcase skills, share projects and track my progress in Data Analytics and Data Science

applied-mathematics data-analysis data-science excel jupyter-notebook matplotlib-pyplot pandas portfolio python r r-studio seaborn sql statistics

Last synced: 02 Jan 2025

https://github.com/virajbhutada/article-clustered-recommendation-system-ml

This project aims to redefine content discovery by delivering personalized article recommendations tailored to individual user preferences. We use advanced machine learning techniques like PCA and K-means clustering to analyze user behavior and article characteristics to provide highly accurate recommendations.

anaconda article-recommendation clustering-algorithm data-analysis data-science keras-tensorflow machine-learning machine-learning-algorithms ml-models numpy pandas plotly python scikit-learn scipy

Last synced: 15 Oct 2024

https://github.com/archie-cm/a-b-testing-mobile-games

This project have objective to examine what happens when the first gate in the game was moved from level 30 to level 40. When a player installed the game, he or she was randomly assigned to either gate30 or gate40.

abtesting data-analysis python retention-rate

Last synced: 20 Jan 2025

https://github.com/archie-cm/credit_risk_model_vix_id-x_partners

The objective project is to decrease the company's losses by up to 30% through bad loans by creating a machine learning system to assist in automating loan assessments

credit-risk data-analysis data-visualization machine-learning scorecard

Last synced: 20 Jan 2025

https://github.com/jofaval/iris-flowers

Multilabel Classification of the famous Iris Flowers Dataset from Ronald Aylmer Fisher in 1936

classification data-analysis data-science data-visualization google-colab iris-flowers kaggle machine-learning python scikit-learn xgboost

Last synced: 04 Feb 2025

https://github.com/jofaval/melbourne-temperature-timeseries

Timeseries Data Analysis and Forecasting of the daily min temperature in Melbourne from 1981 to 1990

data-analysis data-science data-visualization deep-learning google-colab melbourne python temperature tensorflow timeseries timeseries-analysis

Last synced: 04 Feb 2025

https://github.com/victorlcastro-dsa/coping_struggles_prediction

Repositório para prever dificuldades de enfrentamento com base em dados de saúde mental. Inclui análise, visualização e modelagem usando aprendizado de máquina. Resultados alcançam 86.58% de acurácia com um Voting Classifier.

classification-algorithm data-analysis data-science data-visualization machine-learning-algorithms problem-solving project-based-learning python

Last synced: 23 Jan 2025

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