{"id":23030052,"url":"https://github.com/h-fuzzy-logic/data-analytics-spring","last_synced_at":"2026-05-10T06:51:45.815Z","repository":{"id":193756540,"uuid":"689432937","full_name":"h-fuzzy-logic/data-analytics-spring","owner":"h-fuzzy-logic","description":"Open data and cloud computing to answer the question: Are we losing our spring days? ","archived":false,"fork":false,"pushed_at":"2023-09-09T19:48:56.000Z","size":399,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-08T11:14:12.838Z","etag":null,"topics":["aws-athena","aws-glue-crawler","aws-s3","jupyter","openscience","pandas","python","seaborn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/h-fuzzy-logic.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-09-09T19:38:11.000Z","updated_at":"2024-06-02T01:18:32.000Z","dependencies_parsed_at":"2023-09-09T20:47:09.662Z","dependency_job_id":null,"html_url":"https://github.com/h-fuzzy-logic/data-analytics-spring","commit_stats":null,"previous_names":["h-fuzzy-logic/data-analytics-spring"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/h-fuzzy-logic%2Fdata-analytics-spring","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/h-fuzzy-logic%2Fdata-analytics-spring/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/h-fuzzy-logic%2Fdata-analytics-spring/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/h-fuzzy-logic%2Fdata-analytics-spring/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/h-fuzzy-logic","download_url":"https://codeload.github.com/h-fuzzy-logic/data-analytics-spring/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246886643,"owners_count":20849907,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["aws-athena","aws-glue-crawler","aws-s3","jupyter","openscience","pandas","python","seaborn"],"created_at":"2024-12-15T14:19:18.306Z","updated_at":"2026-05-10T06:51:40.754Z","avatar_url":"https://github.com/h-fuzzy-logic.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Analyzing 110 years of Knoxville, Tennessee temperature data\n\nFor several years now, I’ve heard acquaintances lament: \u003ci\u003eWe don’t have spring anymore.  We skip spring and go straight to summer.  I miss spring-like temperatures.\u003c/i\u003e  To see if data supports this belief, I decided to analyze publicly available NOAA weather station data collected from 1910 - 2019 at the Knoxville, TN airport.\n\n# Tools Used\n* Data source. NOAA Global Historical Climatology Network Daily (GHCN-D) via [AWS](https://aws.amazon.com/marketplace/pp/prodview-dzppucmwfpuk4)\n* Data engineering.  AWS S3, Glue Crawler, Athena.\n* Data analysis. Jupyter Notebook, Python, pandas, seaborn\n\n# Summary of Findings\n* There is evidence to support the perception that summer-like temperatures from April 1 to May 31 have happened more frequently since 2008 in Knoxville, TN. \n\n# Getting Started\n* Introduction in notebook contains reason for analysis, the terms used to define the bounds of the problem, and data source details.\n\n \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fh-fuzzy-logic%2Fdata-analytics-spring","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fh-fuzzy-logic%2Fdata-analytics-spring","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fh-fuzzy-logic%2Fdata-analytics-spring/lists"}