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Welcome to 99P Labs

[Follow Us On LinkedIn] [Check Out Our Past Engagements] Welcome to the 99P Labs blog! Here we will post weekly content about mobility, data, energy, innovation practices and more. We are excited to build a community through sharing our stories and knowledge. We hope you’ll join us in the 99P Labs mission to create sustainable mobility futures through data-driven innovation. 99P Labs is bringing the future through innovative partnerships. Backed by Honda and The Ohio State University, 99P Labs is a physical and digital collaboration space that helps innovators from business, government, and higher-education come together to further the evolution and revolution of mobility and energy concepts. University students and Honda 99P interns advance innovations for future society at 99P through experiential learning and application of design-thinking, data-science, software engineering, and unique approaches to prototype testing — all while building next-level skills for their future careers.

Mobility

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Mobility

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Published in 99P Labs

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99P Labs Developer Portal: Enabling Sustainable Mobility Research

Mobility and energy systems generate a wealth of data. These rich datasets provide infinite opportunities to learn, leverage and build solutions. Enhancing mobility experiences or improving energy systems for society hinges on the ability to interact with this unique data. …

Telematics

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99P Labs Developer Portal: Enabling Sustainable Mobility Research

Telematics

2 min read

Published in 99P Labs

·Jun 8, 2022

CMU Heinz Capstone Project — Building Sustainable Mobility Analytics Tool

Written by: Zhuolan Cheng, Yiting Jiang, Erin (Li-Hsin) Lin, Tianniu Lyu, Hajra Shahab, Emma Yeager — Carnegie Mellon University Heinz College Capstone Project Introduction: A Case for Sustainable Transportation An often-cited definition of sustainability refers to it as the capacity to “meet the needs of the present without compromising the ability of future generations to meet their own needs.”[1] The sustainability of a system may be evaluated by how well it meets needs belonging to three subcategories: people, planet…

Data Science

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CMU Heinz Capstone Project — Building Sustainable Mobility Analytics Tool

Data Science

12 min read

Published in 99P Labs

·May 26, 2022

Understanding data-driven driver safety personas — OSU MTDA Capstone Reflection

Project Overview Each year in Columbus, there are 29,654 traffic crashes that result in an average of 594 serious injuries and another 101 deaths (Ohio State Highway Patrol, 2016–2021). A fair portion of these accidents are caused by driving under the influence, speeding, and driving while distracted — all completely…

Mobility

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Understanding data-driven driver safety personas — OSU MTDA Capstone Reflection

Mobility

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Published in 99P Labs

·May 25, 2022

My First Experience with Data Engineering

Written by: Tommy Tran Introduction Hi, I’m Tommy, and I had the pleasure of returning to 99P Labs for a second internship. In this term, I was tasked with performing data engineering to explore the 99P Labs IE Telematics Dataset and provide enrichments to improve the user experience by interacting with…

Data Science

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My First Experience with Data Engineering

Data Science

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Published in 99P Labs

·Apr 27, 2022

99P Labs & AlignAI: A Learning Collaboration

Custom Analytics Course Offering for 99P Labs Associates Authored by: Nick Woo Objective The 99P labs team approached AlignAI (an analytics solutions firm) with a few goals - 1) Make it less difficult for 99P Labs Associates to access & work with strategic datasets to 99P Labs (mobility/telematics) on their…

Data

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Data

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Published in 99P Labs

·Apr 18, 2022

SAE WCX Panel Discussion — “Data — Navigating Complex and Conflicting Force”

Authored by: Rajeev Chhajer I had the opportunity to represent Honda in a panel discussion at the recently concluded SAE WCX 2022 conference in Detroit. This was my first in-person conference since the pandemic and also my first time attending this prestigious automotive conference. …

Data

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Data

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Published in 99P Labs

·Feb 21, 2022

CMU Capstone Project — Improving Engagement on the 99P Labs Developer Portal

Written by: Bhavya Sachdeva, Emma Wang, Kunaal Khilnani, Tushar Prakash - Carnegie Mellon University MSPM Capstone Project Introduction: Over the last four months, we had the opportunity to collaborate with 99P Labs for our graduate program’s (Master of Science in Product Management) semester-long capstone project. We were delighted to work…

Product Management

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CMU Capstone Project — Improving Engagement on the 99P Labs Developer Portal

Product Management

6 min read

Published in 99P Labs

·Dec 17, 2021

Data Pipelines— Backfill Strategy

Written By: Nithin Santhanam Introduction “Backfilling” data is a term that refers to the process of retroactively processing historical data in a data pipeline. It is an important component to any actively growing data pipeline. In these types of pipelines, data is ingested every day and the pipeline is applies ETL…

Data Science

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Data Science

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Published in 99P Labs

·Nov 22, 2021

Kafka and Protobuf — Ingesting Data into Our Platform

Author: Ben Davis When we ingest a source of data, it can go though multiple stages of transformation before it is ready to use. Typically, each stage passes data to the next by writing it out to storage and signaling the next stage that new data is available. Recently we…

Data Science

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Kafka and Protobuf — Ingesting Data into Our Platform

Data Science

5 min read