https://www.olivia-murphy-analytics.com/contact daily 0.75 2022-04-20 https://www.olivia-murphy-analytics.com/portfolio daily 0.75 2022-04-21 https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f0b9c5cc-5dfd-4434-a553-d0ee3e7fcd74/unsplash-image-ngMtsE5r9eI.jpg Portfolio - Movie Rental Analysis for Rockbuster Stealth. This project solved business questions and produced product and market insights to help Rockbuster Stealth LLC, a fictional movie rental company, stay competitive. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/3bbdc9df-e4b9-4759-b831-7fb466fd5314/unsplash-image-heYdDdq0cbE.jpg Portfolio - Data Ethics & Applied Analysis for Pig E. Bank. This project uncovered leading causes of client loss and identified sources of potential bias, security, privacy, and ethical issues for Pig E. Bank, a fictional global bank. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/46597a7b-d9b7-4f50-bef0-f33cfd1408d0/unsplash-image--gOUx23DNks.jpg Portfolio - Grocery Basket Analysis for Instacart. This project derived insights through data analysis and provided recommendations to influence marketing strategies and sales, based on a fictional Instacart dataset. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/528c16be-b9cf-477d-a95f-616401051697/unsplash-image-pGcqw1ARGyg.jpg Portfolio - Flight Delays from San Diego International Airport Analysis. This project explored flight departure data from four leading airlines (Delta, Southwest, American, and United) in order to identify delay trends and causes. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/53860a1b-3ec6-49ee-a2b5-67c471c14e70/unsplash-image-0SB4gTfqANY.jpg Portfolio - Video Game Industry Analysis for GameCo. This project provided descriptive statistics to GameCo, a fictional video game company, so it understands the market and makes informed choices when developing a game. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/bb04a8e1-3abd-4b31-acbe-0b480d8783ff/unsplash-image-vGu08RYjO-s.jpg Portfolio - Flu Season in the US Analysis for Medical Staffing Agency. This project examined influenza trends to answer business questions and provided insights in the United States to a fictional medical staffing agency to plan for flu season. https://www.olivia-murphy-analytics.com/home daily 1.0 2026-02-20 https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/9cfb193f-2336-4f74-9b7c-88dc8aba1e16/IMG_7371.png About Me - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.olivia-murphy-analytics.com/rockbuster-stealth-movie-rental-case-study daily 0.75 2024-07-11 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1646974635598-5N3X15UOT6IKHW303VCW/Screen+Shot+2022-03-10+at+11.56.42+PM.png Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650510401652-OB41H6YTHMWEZZJI6UB5/Screen+Shot+2022-04-20+at+11.03.14+PM.png Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650510787226-EEMR0Q9RCSA78V5M9B05/Screen+Shot+2022-04-20+at+11.12.22+PM.png Rockbuster Stealth Movie Rental https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1646981039459-2JHMKTHVYWWK3CHGBLFS/unsplash-image-jf1EomjlQi0.jpg Rockbuster Stealth Movie Rental - Make it stand out Image by Mike van den Bos. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/df54d28b-90ef-4e7c-a025-d03a8686f3d0/Schema.png Rockbuster Stealth Movie Rental - Make it stand out Click picture to open schema in a new window. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/82ef4aab-442b-423a-8631-c2b9de0e3dcb/Screen+Shot+2022-03-11+at+1.39.04+AM.png Rockbuster Stealth Movie Rental - Make it stand out Query to return top ten countries with highest revenue. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/69dfcfff-91f6-4794-a6a8-8f2abb8cecea/Screen+Shot+2022-04-20+at+10.56.49+PM.png Rockbuster Stealth Movie Rental - Make it stand out Visualization used in business manager presentation. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1646975941816-Y8MPB6I97IXA1FIN4RP1/unsplash-image-m_HRfLhgABo.jpg Rockbuster Stealth Movie Rental - Make it stand out Image by Christopher Gower. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1646977747029-8E3Q7XSATM52QWRNXUJU/unsplash-image-d9ILr-dbEdg.jpg Rockbuster Stealth Movie Rental - Make it stand out Image by Agence Olloweb. https://www.olivia-murphy-analytics.com/video-game-popularity-casestudy daily 0.75 2022-04-21 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Video Game Popularity https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Video Game Popularity https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Video Game Popularity https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650508211607-QSGZ0YC81O1MMCU58Y0R/Screen+Shot+2022-04-20+at+10.29.43+PM.png Video Game Popularity https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f80cbc2a-8268-499a-a263-1651caceb496/North+American+Sales.png Video Game Popularity - Make it stand out Visualization created during the exploratory analysis stage. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647142990536-2IW9PLY2E0QTKJL4AOE6/unsplash-image-3ym6i13Y9LU.jpg Video Game Popularity - Make it stand out Picture by Mike Tinnion. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/8ca08782-24d9-4f85-b4e3-6cc5274a544f/Screen+Shot+2022-03-12+at+10.46.36+PM.png Video Game Popularity - Make it stand out Cleaned data. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f6d2e4be-43a5-4fd2-ab06-235d8ef1e00d/Screen+Shot+2022-03-12+at+10.49.56+PM.png Video Game Popularity - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/8c93b626-e8c3-42df-94f2-36e8fb4c75c2/Screen+Shot+2022-03-12+at+10.57.48+PM.png Video Game Popularity - Make it stand out Descriptive statistics. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/3dcc1c1a-2f62-4001-a6aa-14b08a240628/Screen+Shot+2022-03-12+at+10.52.20+PM.jpg Video Game Popularity - Make it stand out Visualizations of region sales (percentage). https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/476f08a5-f81c-4fb7-b48c-2ea44e362473/Screen+Shot+2022-03-12+at+10.52.38+PM.png Video Game Popularity - Make it stand out Stacked bar chart used in final presentation. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647144177124-X9X5SH37OP9KFD5QFWWB/unsplash-image-TrhLCn1abMU.jpg Video Game Popularity - Make it stand out Image by Z. https://www.olivia-murphy-analytics.com/instacart-grocery-basket-analysis-case-study daily 0.75 2024-07-11 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Instacart Grocery Basket Analysis https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Instacart Grocery Basket Analysis https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650558148441-D8X6ZOJAS8ZONFCGKUO6/Screen+Shot+2022-04-21+at+12.22.08+PM.png Instacart Grocery Basket Analysis https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/ed8ffcce-7a45-4d51-826d-2f795e8471af/Screen+Shot+2022-03-11+at+8.46.38+PM.png Instacart Grocery Basket Analysis - Make it stand out Sample code from data exploration phase. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/072fcfd7-8fb8-42c2-bae9-15a8f1d476d9/Screen+Shot+2022-03-11+at+9.37.10+PM.png Instacart Grocery Basket Analysis - Make it stand out Sample table of wrangling steps. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f8dbbeed-2bdb-43d8-a871-e18be2b69802/Screen+Shot+2022-03-11+at+8.50.17+PM.png Instacart Grocery Basket Analysis - Make it stand out Sample code from data cleaning phase. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/11c995cc-b594-4229-a615-83246dc014ac/Screen+Shot+2022-03-11+at+8.59.35+PM.png Instacart Grocery Basket Analysis - Make it stand out Population flow from stakeholders’ report. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f5ceb928-5fea-46ff-81cc-010dc1e159ea/new_price_tags.jpg Instacart Grocery Basket Analysis - Make it stand out Bar chart of the new variable “price_tag”, which was derived from “prices” column. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/13ac8421-20b7-4e51-98d8-518b7074b9b0/Age_Income_line.jpg Instacart Grocery Basket Analysis - Make it stand out Visualization made with Python. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f25384e4-adc5-49d0-bfac-11ccc73a3ff4/Screen+Shot+2022-03-11+at+9.32.02+PM.png Instacart Grocery Basket Analysis - Make it stand out Image from stakeholders’ report https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647051868925-368K4W4WHT61MWG2JX2K/unsplash-image-82TpEld0_e4.jpg Instacart Grocery Basket Analysis - Make it stand out Image by AbsolutVision. https://www.olivia-murphy-analytics.com/data-ethics-applied-analysis-with-pig-e-bank daily 0.75 2024-07-11 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Data Ethics & Applied Analysis with Pig E. Bank https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Data Ethics & Applied Analysis with Pig E. Bank https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Data Ethics & Applied Analysis with Pig E. Bank https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650513240828-S0LKLRUC75WRHQWIG4M1/Screen+Shot+2022-04-20+at+11.53.48+PM.png Data Ethics & Applied Analysis with Pig E. Bank https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/155365e1-391b-4ef5-9f2d-db66c0097216/Screen+Shot+2022-04-21+at+12.01.08+AM.png Data Ethics & Applied Analysis with Pig E. Bank https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647127224199-4O7O6O0JQ6SY193ZF4UF/unsplash-image-OHxTNeAtNRs.jpg Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Image by Bogomil Mihaylov. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647127448564-2H66TLKJHGWL1WNHH8JQ/unsplash-image-FnA5pAzqhMM.jpg Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Image by Towfiqu barbhuiya. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/a19c88f6-c69e-4734-969f-e833884d4dc9/Screen+Shot+2022-03-12+at+6.00.30+PM.png Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Table of leading causes of client loss at Pig E. Bank. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/155365e1-391b-4ef5-9f2d-db66c0097216/Screen+Shot+2022-04-21+at+12.01.08+AM.png Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Decision tree of client loss assessment at Pig E. Bank. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/cfeb927b-fa3c-4750-a80b-55b34a842a14/CareerFoundry+Linear+Regression.png Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Image of linear regression model created by CareerFoundry. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647138098513-D5C3QFL417JGOVZHP5MU/unsplash-image-w7ZyuGYNpRQ.jpg Data Ethics & Applied Analysis with Pig E. Bank - Make it stand out Image by Kevin Ku. https://www.olivia-murphy-analytics.com/flu-season-in-the-us-case-study daily 0.75 2022-04-23 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Flu Season in the US https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Flu Season in the US https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Flu Season in the US https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650556700547-CFMGY3VSZ6Y52XID666J/Screen+Shot+2022-04-21+at+11.57.45+AM.png Flu Season in the US https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650672289921-QQURHNOXZEGMQT5P2F60/Screen+Shot+2022-04-22+at+8.04.14+PM.png Flu Season in the US https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650672951443-WWAVLT8GY7NQQXJNE0QJ/Screen+Shot+2022-04-22+at+8.15.35+PM.png Flu Season in the US https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647228907164-YI9PAS116W4AGQYPWWL3/unsplash-image-18mUXUS8ksI.jpg Flu Season in the US - Make it stand out Image by Jazmin Quaynor https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/08b83fbd-18be-4cbc-b53a-a6047253626c/Screen+Shot+2022-03-13+at+11.40.10+PM.png Flu Season in the US - Make it stand out Hypothesis for “Flu Season in the US.” https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/f43020e0-4c7a-4b32-b7d3-54f35dc81417/Screen+Shot+2022-03-14+at+12.03.12+AM.png Flu Season in the US - Make it stand out Data profiles for key variables. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/fc05b05f-cd58-4485-84fc-5302020bad5d/Screen+Shot+2022-03-14+at+12.10.58+AM.png Flu Season in the US - Make it stand out Check for missing values in the influenza deaths data set. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/c32e0121-dcda-48db-abfc-178ccf6a2929/Screen+Shot+2022-03-14+at+12.18.02+AM.png Flu Season in the US - Make it stand out Snippet of integrated and transformed dataset. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/d1e08ccf-64d0-4e2e-b59b-2953f837965f/Screen+Shot+2022-03-13+at+11.47.34+PM.png Flu Season in the US - Make it stand out Two-sample t-test assuming unequal variances. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1647229864648-SRX3D1IWGM273ZURDNVM/unsplash-image-XN4T2PVUUgk.jpg Flu Season in the US - Make it stand out Image by Beatriz Pérez Moya. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/019ce716-0c88-4f75-a5de-b4363184c2ee/Screen+Shot+2022-03-17+at+8.59.30+PM.png Flu Season in the US - Make it stand out Example of a visualization created in Tableau. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/957bd51d-4f8b-4f0b-9589-fb1cd0d03f0f/Screen+Shot+2022-03-17+at+9.00.39+PM.png Flu Season in the US - Make it stand out Story points from Tableau Storyboard. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/11de0b7b-f7f1-4707-9401-27ad00b764a8/Screen+Shot+2022-03-17+at+9.02.47+PM.png Flu Season in the US - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.olivia-murphy-analytics.com/flights-from-san-diego-international-airport daily 0.75 2024-07-11 https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1618497259178-6XJGK9GR6YAVBQL5L519/20140301_Trade-151_012-2.jpg Flights from San Diego International Airport https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694583486-2PQT0LQ193RL7MCB6DX4/20140228_Trade+151_0046.jpg Flights from San Diego International Airport https://images.squarespace-cdn.com/content/v1/5ec321c2af33de48734cc929/1607694644871-IC85FNH781UNZSZEGHDR/Aro+Ha_0428.jpg Flights from San Diego International Airport https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1648434476242-1YJK6M00H7QJLA7CX9TA/unsplash-image-UT8LMo-wlyk.jpg Flights from San Diego International Airport https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1650559671668-UJEMZ2W7KGK6R5ICB8O2/Screen+Shot+2022-04-21+at+12.47.37+PM.png Flights from San Diego International Airport https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/b855deba-9ba6-403b-922b-4217c3f4d7be/Screen+Shot+2022-03-27+at+9.23.03+PM.png Flights from San Diego International Airport - Make it stand out Excerpt from a data profile. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/0379f71c-57ba-42f5-8c79-9eaba562008f/Screen+Shot+2022-03-27+at+9.55.31+PM.png Flights from San Diego International Airport - Make it stand out Sample code of cleaning step. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/af05acfa-a7c3-4a46-ad72-204085d9a66b/Screen+Shot+2022-03-27+at+10.05.32+PM.png Flights from San Diego International Airport - Make it stand out Count of a newly created variable. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/78f8da39-fa6b-4b6f-9d28-d6b0e1a66680/Screen+Shot+2022-03-27+at+9.34.44+PM.png Flights from San Diego International Airport - Make it stand out Heat map created in Python. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/bc6654ca-968b-4eaf-a071-fe3e816daeaa/Screen+Shot+2022-03-27+at+9.58.16+PM.png Flights from San Diego International Airport - Make it stand out Hypothesis. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/0c9cf104-f410-40d5-a27f-533283f3f5f1/Screen+Shot+2022-03-27+at+10.00.37+PM.png Flights from San Diego International Airport - Make it stand out Choropleth map created with Python. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/7f9b8966-a05d-42f6-88d3-9399aff60b42/Screen+Shot+2022-03-27+at+10.09.29+PM.png Flights from San Diego International Airport - Make it stand out Unsupervised machine learning graph created though k-means clustering in Python. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/df2a316b-a9d4-43ae-8925-7c04648faac9/Screen+Shot+2022-03-27+at+10.16.03+PM.png Flights from San Diego International Airport - Make it stand out Excerpt of story points from Tableau Storyboard. https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/1648434257957-MBOBQX6JYNEML0ZNOVJO/unsplash-image-VP5R-n47v9Q.jpg Flights from San Diego International Airport - Make it stand out Image by Daniele Franchi. https://www.olivia-murphy-analytics.com/resume daily 0.75 2026-02-20 https://images.squarespace-cdn.com/content/v1/62298a9f5380461f8a72a6b5/a83df2c8-644a-4c28-bfc8-ba6a12991809/Screen+Shot+2026-02-20+at+3.17.35+PM.png Resume - Make it stand out Whatever it is, the way you tell your story online can make all the difference.