Erika Fille Legara
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  • Projects
    • Pandas
    • PyTorch
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  • Awards
  • Bio
  • Awards
    • Tatler Impact Award in Science and Innovation
    • Tatler Asia's Most Influential
    • Women in AI APAC Awards Finalist
    • The Asian Scientist 100
    • The Outstanding Women in the Nation's Service
    • Asia 21 Young Leader (Class 2022)
    • Asia's Rising Scientist
    • Outstanding Young Scientist (Physics/Data Science)
    • The Outstanding Young Men
  • Blog
    • The Monty Hall Problem in Digital Transformation: Overcoming Cognitive Biases
    • Uncertainty, Behavior, and the Limits of Rationality
    • AI Governance and Complianceβ€”Who’s Accountable?
    • Rethinking Assessments in the Age of Generative AI
    • Unlocking the AI Advantage – The Future Won’t Wait
    • The Intersection of AI, Physics, and the 2024 Nobel Prize
    • Evolving Landscape of Data Science Leadership Education
    • Bridging the AI Gap and Fostering Equity within ASEAN
    • Realities of AI Adoption in Enterprises
    • The Joy and Necessity of Lifelong Learning in the AI Era
    • Unpacking AI Governance Principles and Frameworks
    • Aligning AI with Business Realities
    • Building Your Career Is More Than Technical
    • My Speech as MD at the Launch of the Center for AI Research
    • Reflecting on Seven Incredible Years as APD of the MSc in Data Science
    • Driving Efficiency Innovation Through Enterprise AI Collaboration
    • Educators+Machines - Reshaping the Future of Business Education
    • The Importance of Functional Analysts in Data-Driven Organizations
    • Human Capital is the Main Asset for Innovation and Digital Transformation
  • Post
    • πŸŽ‰ Easily create your own simple yet highly customizable blog
    • 🧠 Sharpen your thinking with a second brain
    • πŸ“ˆ Communicate your results effectively with the best data visualizations
    • πŸ‘©πŸΌβ€πŸ« Teach academic courses
    • βœ… Manage your projects
  • Publications
    • Typology, network features and damage response in worldwide urban road systems
    • Forecasting Reservoir Water Levels Using Deep Neural Networks: A Case Study of Angat Dam in the Philippines
    • Generalized radiation model for human migration
    • An analysis of network filtering methods to sovereign bond yields during COVID-19
    • Phase Transition in Taxi Dynamics and Impact of Ridesharing
    • School hazard vulnerability and student learning
    • Formulation of a Resilience Index for Metropolitan Rapid Transit Networks
    • Characterisation and comparison of spatial patterns in urban systems: A case study of U.S. cities
    • Inferring Passenger Types from Commuter Eigentravel Matrices
    • Impacts of land use and amenities on public transport use, urban planning and design
    • Generalized Cross Entropy Method for estimating joint distribution from incomplete information
    • Non-invasive Procedure to Probe the Route Choices of Commuters in Rail Transit Systems
    • Tweeting Supertyphoon Haiyan: Evolving Functions of Twitter during and after a Disaster Event
    • How Voters Combine Candidates on the Ballot: The Case of the Philippine Senatorial Elections
    • A data-driven agent-based model of congestion and scaling dynamics of rapid Transit systems
    • An example journal article
    • A Dynamical Model of Twitter Activity Profiles
    • Mechanism-based model of a mass rapid transit system: A perspective
    • Criticality of forcing directions on the fragmentation and resilience of grid networks
    • Critical capacity, travel time delays and travel time distribution of rapid mass transit systems
    • On centripetal flows of entities in scale‐free networks with nodes of finite capability
    • Simulating Congestion Dynamics of Train Rapid Transit Using Smart Card Data
    • A network perspective on the calamity, induced inaccessibility of communities and the robustness of centralized, landbound relief efforts
    • News Frames of the Population Issue in the Philippines
    • Complex network tools in building expert systems that perform framing analysis
    • Finding Frames: Comparing Two Methods of Frame Analysis
    • Power-law Mapping in Human Area Perception
    • Ranking of predictor variables based on effect size criterion provides an accurate means of automatically classifying opinion column articles
    • Visual and Auditory Cues Significantly Reduce Human's Intrinsic Biases when Tasked to Generate a Random Number Sequence
    • News Framing of Population and Family Planning Issues via Syntactic Network Analysis
    • Competition in a Social Structure
    • Earning potential in multilevel marketing enterprises
  • Recent & Upcoming Talks
    • The Role of the Board in AI Transformation
    • Operationalizing AI Governance
    • 8th Ayala Corporation-FINEX π‘­π’Šπ’π’‚π’π’„π’† π‘Ίπ’–π’Žπ’Žπ’Šπ’• and FINEX 9th GMM
    • GNAM Deans and Directors Meeting
    • AACSB ICAM
    • Generative AI for Business: A Masterclass
    • Humanlike AI: Revolutionizing Productivity and Navigating Its Benefits
    • National Youth Congress
    • AECOM Webinar Series
    • Innovation in the COVID-19 Economy
    • Mulat Pinoy - Kabataan News Network
    • AFP Integrated Missle System Program Workshop
    • 41st GACPA Annual National Convention and Seminar
    • FY 2020 Infor Manila Kick-Off Event
    • National DOST Scholars' Summit 2019
    • Women's Summit - Marilao, Bulacan
    • Women Empowerment Talk
    • Masterclass: Data Science in Logistics & Supply Chain
    • Masterclass: Data Science in Finance & Marketing
    • Forum on Competition in Developing Countries
    • Technology and Inclusion in Asia
    • AACSB Asia Pacific Annual Conference
  • Teaching
    • Business Analytics
    • Complexity Science
    • Data Visualization and Storytelling
    • Network Science
    • Introduction to Data Science and Ethics

Pandas

Oct 26, 2023 Β· 1 min read
Go to Project Site

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures.

Last updated on May 19, 2024
Hugo Wowchemy Markdown
E.F. Legara
Authors
E.F. Legara
Chief AI and Data Officer
PyTorch Oct 26, 2023 →

Β© 2025 Erika Fille Legara. This work is licensed under CC BY NC ND 4.0

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