A simple Data science project on Predicting Student's dropout using Machine Learning classification models
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Updated
Nov 14, 2023 - Jupyter Notebook
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A simple Data science project on Predicting Student's dropout using Machine Learning classification models
python data-science machine-learning numpy sklearn exploratory-data-analysis machine-learning-algorithms pandas python3 classification matplotlib beginner data-science-portfolio plotly-express plotly-graph-objects
A Python-based pipeline for collecting Indian stock market news, mapping articles to NSE tickers, and performing FinBERT-based sentiment analysis with stock-wise trend visualization.
api numpy pandas python3 seaborn stocks bs4 matplotlib-pyplot plotly-express nrc-emotion-lexicon huggingface-transformers finbert groww plotly-graph-objects prosusai-finbert
This project is a progressive web application (PWA) built using Svelte, a modern JavaScript framework. It leverages the Pokémon API to provide a comprehensive and engaging Pokédex experience, data persistence with LocalStorage, the SpeechSynthesis API for listening to descriptions, and Plotly charts.
javascript pwa localstorage svelte speech-synthesis bulma-css pokemon-api vite sveltekit plotly-graph-objects
The "Waiter Tips Prediction Model" is a machine learning tool that forecasts waiter tips based on factors like the total bill, customer demographics, and dining specifics. It assists waitstaff and restaurants in understanding and estimating tipping patterns
Interactive Streamlit dashboard visualizing recruitment data from Excel with dynamic filters and KPIs.
pandas-dataframe plotly pandas streamlit streamlit-dashboard streamlit-webapp excel-dashboard plotly-graph-objects
An 18-year-old student with way too much free time is about to dive into developing an interactive stock market dashboard using Python (Streamlit, Plotly, yfinance) — a tool designed to visualize real-time market trends, analyze individual stocks, compare performance, and calculate key technical indicators... Work in progress !
python finance pandas-dataframe technical-analysis stock-dashboard streamlit-dashboard yfinance-api plotly-graph-objects
Treemap visualisation of Polish budget expenditures
Online visualizer of Plotly.js graphs in JSON format
Project compares three regression models for predicting the amount of gold recovered from gold ore in order to optimize gold production and eliminate unprofitable parameters. Data provided by Zyfra.
python numpy linear-regression sklearn pandas decision-tree-regression cross-validation-score random-forest-regression plotly-express smape plotly-graph-objects
Продвинутый кроссплатформенный редактор графиков на Python. 130+ типов диаграмм, 3D-поверхности, анимации и система плагинов. Экспорт в PNG, PDF, Excel и готовый Python-код.
python charts numpy plotly python3 gui-application scientific-visualization data-visualisation tkinter scipy matplotlib python-math tkinter-gui python-chart plotly-analytics-projects matplotlib-pyplot python-plotly plotly-graph-objects python-numpy-matplotlib
Proyecto de análisis y visualización climatológica desarrollado en Python con Streamlit y Plotly, diseñado para explorar el comportamiento histórico del clima y el balance hídrico de la India (1940-2026) a nivel país, estado y ciudad de manera interactiva. Este proyecto transforma un dataset histórico de Kaggle en un dashboard multi-página
Based on a dataset of over 8,000 speed dates and 195 columns : Understand what makes people interested into each other. Deal with a dataset with a very large number of features.
Dynamic game reports and shot charts for NBA fans and observers
Funnel Analysis Dashboard using Python and Power BI to analyze conversion rates, user drop-offs, and customer journey performance.
python dashboard analytics numpy plotly jupyter-notebook pandas seaborn data-analysis matplotlib powerbi conversion-rate funnel-analysis plotly-express buisness-intelligence plotly-graph-objects plotly-subplots
Restrictions on sharing as advised by DataCamp
python nlp machine-learning presentation sklearn pandas wordcloud nltk report supervised-learning classification operator beautifulsoup case-study datacamp porterstemmer tfidfvectorizer plotly-graph-objects imblearn-metrics
This repository contains data analysis projects, exploring datasets with statistical insights, visualizations, and interactive dashboards. The projects include EDA (Exploratory Data Analysis), feature engineering, geospatial analysis, and interactive reports.
numpy exploratory-data-analysis pandas seaborn matplotlib folium plotly-dash plotly-express plotly-graph-objects
python data-science plotly jupyter-notebook pandas data-visualization seaborn plotly-dash plotly-express folium-choropleth-map plotly-graph-objects
An interactive Streamlit dashboard for visualizing and analyzing India's Census Data with state-wise and district-wise demographic insights, sex ratios, and literacy statistics. Perfect for researchers, policymakers, and data enthusiasts seeking to understand India's demographic landscape.
Successfully developed AdAstra Marketing Intelligence Campaign Optimization Engine, a next-generation AI system using LangGraph that transforms raw campaign data into strategic, revenue-driven decisions. It blends KPI diagnostics, CVXPY optimization, and intelligent budget reallocation to deliver measurable lift in ROAS, efficiency, and growth.
marketing-automation plotly cvxpy marketing-campaigns system-message plotly-express campaign-optimization streamlit-webapp pydantic-models reportlab-pdf plotly-graph-objects langchain langgraph langchain-openai agentic-ai agentic-workflows langchain-community langchain-core langchain-prompts human-message-integration
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