Data Analysis in R: Cyclistic Rider Behavior Insights

Data Analysis in R: Cyclistic Rider Behavior InsightsData Analysis in R: Cyclistic Rider Behavior Insights

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Cherrie Cosby

• Jun 12

Full data analysis in R examining Cyclistic bike-share rider behavior — comparing casual riders vs annual members to develop data-driven marketing strategies for membership conversion. Published on RPubs. Tools: R · RStudio · ggplot2 · tidyverse.

R Business Analysis Data Analysis Data Visualization Excel VBA PostgreSQL

Nexila - UI/UX Design & Products Dev Partner

• Jun 8

Your cycling brand deserves to move as fast as your community rides.

Umar Tanveer

• Jun 8

Creative :)

Gabriel G Framer

pro

• Jun 8

AI tools. BIIM platforms. EdTech launches. Social commerce infrastructure. 🌍 The briefs keep changing. The standard doesn't. Every one of these products needed to earn trust in under 8 seconds — with buyers who are skeptical, busy, and comparing three other options in the next tab. That's not a design challenge. That's a conversion challenge. And conversion challenges don't get solved by making things prettier. They get solved by making things clearer — faster — with every element doing exactly one job. Strategy before aesthetics. Architecture before visuals. Every time. ⚡ 500+ projects. 10+ countries. The bar doesn't drop. → Recent work at my profile.

Geethasree Naguboina

pro

• Jun 8

3 Excel mistakes I see small business owners make every week 👇

Mixing raw data with calculations in the same sheet — your data sheet should only have data. Calculations go in a separate summary sheet.

Using merged cells everywhere — they break filters, pivot tables, and sorting. Use "Center Across Selection" instead.

No consistent date format — mixed formats break every report you build. Pick one and lock it. Small fixes. Big difference in your reporting accuracy. Are you making any of these? Drop a comment 👇