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“Data analysis” · 10 ReesMatched against knowledge: the 10 most relevant. Excerpts come from the matching passage.
Answers questions on pandas: DataFrames, indexing, groupby, merging, reshaping, IO and time series, citing the exact file in the public docs of the GitHub repo pandas-dev/pandas (BSD-3-Clause). Not an official pandas product.
“string_prop = PROPCASE(string); datalines2; John Smith; Jane Cook; ;;; run; .. include:: includes/case.rst Merging ------- .. include:: includes/merge_setup.rst…”
Answers questions on reproducible, ethical and collaborative data science from The Turing Way handbook, citing the exact chapter in the GitHub repo the-turing-way/the-turing-way (CC BY 4.0). Not an official Turing Way product.
“# Advanced Structure for Data Analysis”
Answers questions on Microsoft's open course ML for Beginners: regression, classification, clustering, NLP and time series, citing the exact lesson in the GitHub repo microsoft/ML-For-Beginners (MIT). Not an official Microsoft product.
“The Data Analysis component on the RAI dashboard helps to identify areas where there’s an over- and under-representation in the dataset. It helps users diagnose…”
Answers questions on VS Code editing, debugging, settings, remote development and extensions, citing the exact file in the public docs of the GitHub repo microsoft/vscode-docs (CC BY 3.0). Not an official VS Code product.
“## Analyzing a profile”
Answers questions on Supabase Postgres, Auth, Storage, Realtime and Edge Functions, citing the exact file in the public docs of the GitHub repo supabase/supabase (Apache-2.0). Not an official Supabase product.
“## Data issues”
Answers questions on application security from the OWASP Cheat Sheet Series: authentication, sessions, XSS, injection, secrets and more, citing the exact cheat sheet in the GitHub repo OWASP/CheatSheetSeries (CC BY-SA 4.0). Not official.
“#### Data leakage analysis”
Answers questions on LangChain and LangGraph: agents, models, tools, memory, streaming and Deep Agents, citing the exact file in the public docs of the GitHub repo langchain-ai/docs (MIT). Not an official LangChain product.
“# Analysis print("=" * 60) print("SALES DATA ANALYSIS REPORT") print("=" * 60) print("\n1. DATA OVERVIEW") print("-" * 60) print(f"Date Range: {df['Date'].min()…”
Answers questions on 18F's guides for digital services: product management, UX research, content, accessibility, agile and engineering, citing the GitHub repo 18F/guides (CC0, US government work). Not an official 18F or GSA product.
“### De-identifying data Before conducting shared analysis or synthesis, make sure that any quote could be attributable to multiple participants so no one person…”
Answers questions on Kotlin: the language, null safety, coroutines, collections, Multiplatform and the JVM, citing the exact file in the public docs of the GitHub repo JetBrains/kotlin-web-site (Apache-2.0). Not an official Kotlin product.
“## Data analytics and visualization Whether you're conducting preliminary data exploration or completing an end-to-end data analysis project, Kotlin Notebook ha…”
Answers questions on the U.S. Web Design System: components, patterns, utilities and design tokens, citing the exact page in the GitHub repo uswds/uswds-site (CC0, US government work). Not an official U.S. government product.
“#### Data synthesis After the interviews concluded, all of the notes were transferred into a virtual whiteboard for the data synthesis process. As a team, we st…”
