Aastha Arora's repositories
analyze-AB-test-results
Analyze results of an A/B Test run an e-commerce company. Statistical Analysis using Logistic Regression
biodiversity-dashboard-plotly
Interactive dashboard to visualize a given dataset using Plotly, Javascript and D3.js
citi-bike-trip-tableau
Analyze CitiBike trip data and design Tableau Dashboards and Story to investigate peak hours and bike ridership
D3-challenge
Interactive chart using JavaScript, D3.js to visualize health risks facing particular demographics.
data-wrangling-tweet-archive
Gather twitter archive data for an account, access and clean data to derive insights and create visualizations
earthquake-viz-leaflet
Geomaps to visualize the earthquake data using HTML, CSS, JavaScript and Leaflet.js
Great-Barrier-Reef
Analyzed the effect of sea surface temperature on frequency and intensity of coral bleaching.
Movies-ETL
Relational movie database in PostgreSQL. Data extraction using web scraping and API calls. Data transformation using pandas.
olympics-visualization-flask
Designed a Python Flask-powered RESTful API to support an interactive web visualization application. A PostgreSQL database was used to store the Olympics dataset and was queried using SQLAlchemy. Visualizations were created with D3.js, Leaflet.js, Plotly.js, and Chart.js
prosper-loan-analysis
Exploratory Data Analysis using Python visualization libraries to systematically explore a Loan dataset, starting from plots of single variables and building up to plots of multiple variables
UFO-table-javascript
DOM Manipulation using JavaScript, HTML, and CSS, and D3.js
weather-pattern-python-API
Explore the weather in 500+ cities using Python requests, APIs, and JSON traversals. Scatter plots were drawn to visualize the trend in temperature, humidity, cloudiness and wind speed.
web-visualization-dashboard
Static website design using HTML, CSS and Bootstrap to create a visualization dashboard.
olympics-visualization-JS
Used Linear Regression, ARIMA, and Logistic Regression to display the next Tokyo Olympics predictions in medal count and in the type of Olympic medallist in each sport
Aastha-Arora
Config files for my GitHub profile.
climate-analysis-sqlalchemy
Climate analysis using a SQLite database, SQLAlchemy ORM queries, Pandas, Matplotlib. Results served via Flask API.
investigate-FBI-Gun-Data
Investigate a dataset using Python pandas, NumPy and Matplotlib libraries
Matplotlib-challenge
Compare the performance of different pharmaceutical drugs using Python pandas library and draw plots using Matplotlib.
mission-mars-web-scraping
Web scraping using BeautifulSoup, Pandas, and Requests/Splinter. MongoDB with Flask templating to create a new HTML page that displays the extracted information.
Pandas-challenge
Data Wrangling using pandas library (Python) to analyze a given dataset.
Python-challenge
Python scripts to analyze the financial records of a company; and to calculate the number of votes in an election.
SQL-employee-database
Data Modeling, Data Engineering and Data Analysis using SQL queries on an employee database.
suicide-rates-tableau
Tableau storyboard depicting the suicide rates in different countries
VBA-challenge
VBA script to analyze real stock market data