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BigQuery

Google BigQuery enables companies to handle large amounts of data without having to manage infrastructure. Google’s documentation describes it as a « serverless architecture (that) lets you use SQL queries to answer your organization’s biggest questions with zero infrastructure management. BigQuery’s scalable, distributed analysis engine lets you query terabytes in seconds and petabytes in minutes. » Its client libraries allow the use of widely known languages such as Python, Java, JavaScript, and Go. Federated queries are also supported, making it flexible to read data from external sources.

📖 A highly rated canonical book on it is « Google BigQuery: The Definitive Guide », a comprehensive reference. Another enriching read on the subject is the inside story told in the article by the founding product manager of BigQuery celebrating its 10th anniversary.

https://github.com/nealwp/blobview

Generate BigQuery SQL views from JSON

bigquery cli json sql

Last synced: 12 Oct 2024

https://github.com/ayresgneto/use-case-gcp-etl

ELT pipeline GCP. Tecnologias utilizadas: Postgresql, GCP Storage, Airflow (local), Pyspark (local), BigQuery

airflow big-data bigquery data data-engineering etl gcp pipeline postgresql programming-oriented-object pyspark python spark

Last synced: 12 Oct 2024

https://github.com/yu-iskw/homebrew-bigquery-to-datastore

A homebrew tap for bigquery-to-datastore

bigquery google-datastore homebrew

Last synced: 30 Oct 2024

https://github.com/mehmoodulhaq570/bigquery_machine_learning_project

This project develops a machine learning model to predict incident groups based on data from the London Fire Brigade service calls. Using Python and the Google Colab environment, the model utilizes a Gradient Boosting Classifier to categorize incidents, improving resource allocation and incident response within the London Fire Brigade.

bigquery bigquery-dataset cloud colabs database database-project google-colab ipnyb jupyter-notebook machine-learning prediction-algorithm prediction-model python

Last synced: 05 Nov 2024

https://github.com/mdornseif/datastore-to-bigquery

The missing Data Transfer Tool: Dump Google Cloud Datastore contents and load them into BigQuery.

backup bigquery bigquery-backup cloud datastore google

Last synced: 12 Oct 2024

https://github.com/anyesh/gbq-helpers

GBQ related helper functions and snippets.

bigquery google

Last synced: 12 Nov 2024

https://github.com/brpy/nyc-trips

Data engineering | Zoomcamp journey on nyc trip data with gcp stack

bigquery dbt gcp pyspark

Last synced: 05 Nov 2024

https://github.com/anpandu/ps2bq

Stream insert GCP PubSub messages into BigQuery table.

bigquery golang pubsub

Last synced: 12 Oct 2024

https://github.com/siriospa/gcp-helpers-bigquery

Helpers for Google Cloud BigQuery.

bigquery gcp google-cloud-platform sirio

Last synced: 12 Oct 2024

https://github.com/santiago-giordano/aws-gcp-pipeline

Simple pipeline, downloads csv from aws bucket, does some transformations, creates tables in gcp bq, loads data, and runs queries

aws bigquery etl gcp jupyter pipeline python

Last synced: 13 Nov 2024

https://github.com/greatwoman23/car_insurance_analysis

The Car Insurance Analysis project aims to provide a comprehensive examination of a car insurance portfolio using advanced data analytics tools. The analysis offers valuable insights into policy demographics, claims patterns, and financial metrics, helping stakeholders make informed decisions.

bigquery data data-science dataanalytics insurance-claims looker-studio tableau

Last synced: 12 Oct 2024

https://github.com/knands42/data-ingestion

Data Ingestion project to evaluate my Kotlin skill using concurrency

bigquery golang google-cloud-platform google-storage gradle-kotlin-dsl kotlin kotlin-flow

Last synced: 31 Oct 2024

https://github.com/adadalshabab/data-engineering-gcp-project

An end-to-end modern data engineering project, including deployment of ETL pipeline on Google Cloud Platform, using BigQuery for data analysis and leveraging Looker to generate an insight dashboard.

bigquery data data-science data-visualization databases dataengineering-a engineering etl-pipeline looker-studio powerbi

Last synced: 31 Oct 2024

https://github.com/alexgenovese/machine-learning-bigquery-gcp

These SQL are based on available ecommerce dataset that has millions of Google Analytics records for the Google Merchandise Store loaded into BigQuery.

bigquery google google-cloud-platform purchase sql visitors

Last synced: 07 Nov 2024

https://github.com/scraly/flume-bigquery-sink

An Apache Flume Sink implementation to publish data to Google BigQuery

bigquery flume sink

Last synced: 06 Nov 2024

https://github.com/scraly/bigquery

Google BigQuery AaaS tools, tips and fun

bigquery java

Last synced: 06 Nov 2024

https://github.com/themihirmathur/uber-data-analytics

The goal of this project is to perform comprehensive data analytics on Uber trip data using a modern data engineering stack on Google Cloud Platform (GCP).

bigquery data-analysis data-engineering etl-pipeline google-cloud-platform looker python

Last synced: 12 Oct 2024

https://github.com/night-fury-me/real-time-vehicle-data-processing

A repository that contains implementation of a Real-Time Vehicle Data Processing Pipeline that efficiently manages and analyzes vehicle data through a cohesive system.

bigquery cpp data-engineering data-streaming flink grpc kafka python real-time-data-processing

Last synced: 13 Oct 2024

https://github.com/denisogr/kaggle-notebook-to-production

This is a study project. I get analytics/ML examples from Kaggle and use different technologies to re-implement them.

bigquery data-engineering gcp kaggle-competition kaggle-dataset python spark

Last synced: 13 Nov 2024

https://github.com/mchmarny/stocker

Using tweeter sentiment and stock market price signal correlation to predict next day closing price

bigquery ml prediction regression-models

Last synced: 08 Nov 2024

https://github.com/kartikeya443/automated-data-pipeline-gcp

This project showcases the integration of various Google Cloud Platform services to build an efficient and automated data pipeline for sales data.

bigquery cloud data-engineering flask gcp google-cloud-platform looker-studio pipeline python sql

Last synced: 12 Oct 2024

https://github.com/prashhhant213/strategic-analysis-of-retail-brand-in-south-america-using-sql

Leveraged Big Query and MySQL to analyze 100K records for sales optimization, trend identification, and enhancing customer satisfaction for a retail brand in South America and to provide insights and recommendations to improve their userbase and improve their services

bigquery database mysql-server sql

Last synced: 07 Nov 2024

https://github.com/moeabbas6/dbt_analytics_engine

An end-to-end project using dbt to demonstrate data transformations, testing, and visualization with Google BigQuery, and Looker Studio. It showcases a complete data pipeline from extraction/generation to deployment.

analytics-engineering bigquery data data-pipeline data-transformation data-visualization dbt testing

Last synced: 12 Oct 2024

https://github.com/karencofre/marketing-segmentacion-en-powerbi

Proyecto prueba de hipótesis en powerbi y python

bigquery google-colab powerbi python sql statsmodels

Last synced: 12 Oct 2024

https://github.com/coatless/bigquery-reddit-ask-your-advisor

Analysis code that counts instances of a phrase on Reddit (e.g. "ask your advisor")

ask-your-advisor bigquery r reddit

Last synced: 15 Nov 2024

https://github.com/yandex-cloud-examples/yc-bigquery-to-object-storage

Экспорт данных из Google Big Query через Google Storage в Object Storage Yandex Cloud.

bigquery object-storage python3 yandex-cloud yandexcloud

Last synced: 07 Nov 2024

https://github.com/marielachirinosr/nyc-taxi-trip-exploration-2019-2020

Explores passenger behavior & impact of COVID-19 on NYC taxi industry (Q1 2019-2020).

bigquery data data-analysis data-visualization python sql tableau

Last synced: 07 Nov 2024

https://github.com/garbetjie/monolog-bigquery-handler

A simple Monolog handler for writing to BigQuery.

bigquery logging monolog monolog-handler

Last synced: 15 Nov 2024

https://github.com/dobsontom/basket-abandonment

Data pipeline for detecting and responding to basket abandonment using BigQuery and Adobe Campaign.

adobe-campaign bigquery ga4 gcp sql

Last synced: 12 Oct 2024

https://github.com/denny-b-justin/purdue

The internship was broadly to understand if the topics/events are being covered differently in the different countries and how they affect stock market returns. The provided dataset is a post-processed set of news articles, so already reflects topic modelling and sentiment analysis.

big-data bigquery finance gdelt-events python

Last synced: 12 Oct 2024

https://github.com/airbytehq/terraform-airbyte-bigquery-destination

Terraform Module for Setting Up BigQuery Destination with Airbyte

airbyte bigquery elt etl terraform

Last synced: 10 Nov 2024

https://github.com/janaom/gcp-de-project-data-pipeline-with-cloud-run-functions-airflow-biggueryml

Build a data pipeline on Google Cloud using an event-driven architecture, leveraging GCS, Cloud Run functions, and BigQuery. Explore both VM and Composer options for Airflow management, and utilize Logging & Monitoring for pipeline health. Discover how SQL-based BigQuery ML can be used for initial ML implementation in specific scenarios.

airflow bigquery bigqueryml cloud-functions cloud-run-functions composer data-engineering-project google-cloud-platform

Last synced: 13 Oct 2024

https://github.com/vidyadnina/cyclistic-sql-tableau-project

Trip data analysis for a bike-sharing service company using SQL and Tableau.

bigquery dashboard data-analysis data-analytics-sql data-cleaning data-visualization sql

Last synced: 12 Oct 2024

https://github.com/edumoraes1/spam_count_sfmc

Consulta de SQL com contagem de envios de email e spam dos ultimos 365 dias

bigquery marketing-cloud salesforce sql

Last synced: 08 Nov 2024

https://github.com/fsistemas/bigquery-td

ETL to extract data from mysql load and merge in BigQuery

bigquery etl mysql python sql

Last synced: 09 Nov 2024

https://github.com/prathmeshyelne/etl-pipeline-for-employee-data-using-data-fusion-airflow

This repository contains code and configuration files for an Extract, Transform, Load (ETL) project using Google Cloud Data Fusion for data extraction, Apache Airflow/Composer for orchestration, and Google BigQuery for data loading.

airflow bigquery dataengineering etl gcp googlecloudplatform

Last synced: 12 Oct 2024

https://github.com/plishka/blockchain_analysis

Cryptocurrency On-Chain Analysis (Bitcoin Blockchain)

bigquery blockchain data-cleaning scraping-websites sql tableau

Last synced: 12 Oct 2024

https://github.com/nghiant3110/firebase_6

This is a DA project based on the Firebase Sample dataset on Big Query

bigquery firebase looker-studio sql

Last synced: 12 Oct 2024

https://github.com/khanovico/energy-data-analysis

This is the cloud model analyzing real world dataset with BigQuery and other big-data analyzing tools. I implemented docker image for running this app on cross-platform environments.

big-data-processing bigquery docker google-app-engine jupyter-notebook mlflow python scikit-learn seaborn xgboost

Last synced: 10 Oct 2024

https://github.com/cyber-programmer/web-traffic-analytics-ml-model

This Jupyter Notebook focuses on classifying website visitors using logistic regression. The project leverages Google Analytics sample data and BigQuery for data analysis and feature engineering. It provides a comprehensive workflow that includes data import, preprocessing, exploratory data analysis.

bigquery logistic-regression machine-learning

Last synced: 12 Oct 2024

https://github.com/kmohamedalie/bigquery-intro

Coursera BigQuery Introduction using Covid19 dataset

bigquery coursera covid-19 datavisualization looker-studio sql

Last synced: 12 Oct 2024

https://github.com/marielachirinosr/analysis-urgencias-hospital-pitalito

This project involves analyzing emergency room admission data from the E.S.E Hospital Departamental de Pitalito using a star schema model.

bigquery data data-analysis etl-pipeline tableau

Last synced: 12 Oct 2024

https://github.com/ngangawairimu/clv-rfm-and-customer-segmentation-analysis

This project performs cohort analysis to estimate Customer Lifetime Value (CLV) by analyzing weekly revenue and user registrations over 12 weeks, forecasting future revenue, and providing actionable insights for marketing and business strategy.

bigquery clv-analysis cohort-analysis customer-segmentation excel rfm-analysis

Last synced: 09 Nov 2024

https://github.com/pittica/google-bigquery-helpers

Helpers for Google Cloud BigQuery.

bigquery gcp google-cloud-platform pittica

Last synced: 13 Nov 2024

https://github.com/mutaharshaik/airflow_retail_project

Airflow retail project using pipeline with BigQuery, dbt, Soda

airflow astro-cli astro-sdk bigquery datamodeling dbt docker etl-pipeline gcp snowflake soda

Last synced: 13 Oct 2024

https://github.com/francois-lenne/play-bq-gcp

Data pipeline in order to retrieve data from the playstation API to BigQuery

bigquery cicd data-engineering google-cloud python

Last synced: 14 Nov 2024

https://github.com/ackeecz/terraform-gcp-cloud-run_pubsub_to_bq

Cloud Run subscribes itself to given topic and inserts each message to BigQuery table.

bigquery gcp pubsub terraform

Last synced: 10 Nov 2024

https://github.com/ackeecz/terraform-gcp-cloud-function_pubsub_to_bq

Cloud function subscribes itself to given topic and inserts each message to BigQuery table.

bigquery cloud-functions pubsub terraform-module

Last synced: 10 Nov 2024

https://github.com/mlund2k/project-1-baseball-performance-vs.-attendance

Project assets for my first exploratory data analysis: Baseball Performance vs. Attendance.

bigquery data-analysis data-cleaning data-visualization excel rstudio sql tableau tidyverse

Last synced: 12 Oct 2024

https://github.com/hayashi-yudai/cloudfunc_login

Example of authentication function for login with Cloud Functions and BigQuery

bigquery gcp-cloud-functions golang server

Last synced: 15 Nov 2024

https://github.com/vaishnavipaithane/bellabeat-data-analysis-case-study

This capstone project was done as a part of Google Data Analytics Professional Certificate course.

bigquery data-analysis sql tableau

Last synced: 12 Oct 2024

https://github.com/aazuspan/landsat-bigquery

Summarizing 51 years of Landsat data using Earth Engine and BigQuery

bigquery google-earth-engine landsat

Last synced: 12 Oct 2024

https://github.com/marcopellegrinoit/web-traffic-time-series-predictions

Forecast Web Traffic Demand Time Series with ARIMA+ BigQuery and Looker Studio. Addionatel modeling available with ARIMA, LSTM, and Facebook Prophet.

arima bigquery gcp lstm prophet-model time-series vertex-ai

Last synced: 12 Oct 2024

https://github.com/angulartist/scio-demo

Playing w/ Scio

apache-beam bigquery scio

Last synced: 10 Nov 2024

https://github.com/chdl17/nyc_green_taxis_peak_hour_analysis

This project analyzes GCP BigQuery data and uses Looker Studio to build a Peak Hour Analysis.

bigquery gcp google-cloud-platform looker-studio sql

Last synced: 12 Oct 2024

https://github.com/acardosolima/crypto-ethereum-tokens

This project aims to create a data pipeline using Airflow to ingest dataset from Google Bigquery to a PostgreSQL database. This stack will run in a local environment using Kubernetes.

airflow bigquery postgresql python

Last synced: 13 Oct 2024

https://github.com/kellyjadams/ap-exam-scores

Analyzing AP exam scores for a school.

bigquery sql

Last synced: 10 Nov 2024

https://github.com/flowerinthenight/bqstream

A simple library to help facilitate streaming to BigQuery.

bigquery go golang streaming

Last synced: 10 Nov 2024

https://github.com/martinkalema/bigquery-pubsub

Loading data into BigQuery Table

bigquery data-engineering flat-file kafka

Last synced: 12 Nov 2024

https://github.com/aymane-maghouti/sales-data-pipeline

This ETL (Extract, Transform, Load) project demonstrates the process of extracting data from a SQL Server database, transforming it using Python, orchestrating the data pipeline with Apache Airflow (running in a Docker container), loading the transformed data into Google BigQuery data warehouse, and finally creating a dashboard using Looker Studio.

airflow bigquery etl-pipeline gcp looker-studio orchestrator python sql-server-database

Last synced: 16 Nov 2024

https://github.com/yaph/queries

Collection of Data Queries in SPARQL and SQL

bigquery data-mining dbpedia openstreetmap osm queries sparql sql stackoverflow wikidata

Last synced: 10 Nov 2024

https://github.com/spacepatcher/google-workspace-gmail-collector

👁 App for collecting Gmail logs from your Google Workspace account and sending them to Kafka

bigquery gmail google-workspace security soc

Last synced: 23 Oct 2024

https://github.com/markjamesbutler/dbt-fundamentals-bigquery

Implementation of dbt fundamentals training course material using BigQuery.

bigquery dbt dbt-fundamentals fundamentals jinja2 practice-tasks sql

Last synced: 15 Nov 2024

https://github.com/phstudy/zetasketch-bigquery-example

An example demonstrates how to use ZetaSketch with BigQuery

bigquery hll java zetasketch

Last synced: 12 Oct 2024

https://github.com/manesioz/airflow-without-code

Dynamically generate DAGs to ingest SQL files into BigQuery with one line of "code"

airflow airflow-plugin bigquery python sql

Last synced: 09 Nov 2024

https://github.com/ket0825/v1-gcp-preview

Preview 서비스를 위한 GCP 레포 / Manage GCP src for preview services

bigquery cloud-functions cloud-run cloudbuild gcp logging pubsub

Last synced: 12 Oct 2024

https://github.com/vidyadnina/other-sql-projects-and-queries

Other SQL projects and queries.

bigquery mysql sql

Last synced: 12 Oct 2024

https://github.com/sahilmb/employee-churn-da

A data analysis project on employee churn rate using Google Bigquery, Looker, Pycaret and Colab

bigquery looker-studio pycaret

Last synced: 12 Oct 2024

https://github.com/lawal-hash/olistelt

An end-to-end ELT data pipeline of the Brazilian olist e-commerce dataset using the modern data stack

airflow bigquery dbt dbt-core docker postgresql sql

Last synced: 12 Oct 2024

https://github.com/thunchanokbow/inventory-amazon

Inventory value is also important for determining a company's liquidity, or its ability to meet its short-term financial obligations. A high inventory value can indicate that a company has too much money tied up in inventory, which could make it difficult for the company to pay its bills.

azure bigquery cloudcomposer clouddatabase cloudstorage compute-engine dataproc postgresql powerbi pyspark-sql python3

Last synced: 11 Nov 2024

https://github.com/yasarsultan/olist_datawarehouse

An end-to-end data pipeline that extracts data, processes it, and then loads it into the BigQuery data warehouse.

airflow bigquery data-warehouse docker

Last synced: 13 Oct 2024

https://github.com/nlgtuankiet/bq-noti

BigQuery notification

bigquery bq notification notifier

Last synced: 12 Oct 2024

https://github.com/quipper/send-ci-result-to-bigquery-action

Send test results to BigQuery in GitHub Actions

bigquery github-actions google-bigquery junit-xml

Last synced: 11 Nov 2024

https://github.com/mattwelke/charter-challenge-for-fair-voting-bot

Bot that web scrapes and logs in BigQuery the donations so far of the Charter Challenge for Fair Voting.

bigquery bot go openwhisk public-data

Last synced: 13 Oct 2024

https://github.com/ahbiels/chatbot_analize_avaliation

Um bot feito no dialogflow cx que permite ao usuário avaliar um determinado produto da empresa. Após a avaliação, o bot ira fazer uma análise de sentimentos na avaliação do usuário, e armazenar o resultado da avaliação (juntamente com o texto da avaliação, nome do usuário e produto) dentro de um dataset no BigQuery

bigquery chatbot dataset dialogflow dialogflow-cx documentation flask gcp google-cloud iterator language-model nlu nlu-chatbot python sql

Last synced: 13 Oct 2024

https://github.com/codingsancho/fastapi-bigquery

Learning exercise, Python backend, FastAPI, bigquery, React-JS frontend.

bigquery fastapi javascript python react

Last synced: 01 Nov 2024

https://github.com/shaheerazam-dev/cyclistic-case-study-google-data-analytics-certificate

This case study simulates the real-world experience of a junior data analyst at Cyclistic, a fictional company. We will leverage the data analysis process framework (Ask, Prepare, Process, Analyze, Share, Act) to address critical business questions and provide data-driven insights to guide strategic decision-making.

bigquery data-science data-visualization spreadsheet sql tableau

Last synced: 12 Oct 2024

https://github.com/shvetsihorr/sql-projects

SQL and Google BigQuery-Portfolio Projects

azuredatastudio bigquery mssql postgresql sql

Last synced: 12 Oct 2024

https://github.com/vedantwalia/google-data-analytics-capstone-case-study

This is a repository of my work on data analysis as a part of the Google Data Analytics Capstone

bigquery data data-viz datavisualization-project divvy-bikes google googledataanalytics sql tableau tableau-public

Last synced: 12 Oct 2024

https://github.com/abdullahasghar/sql

The repo includes all projects and assessments I have completed with SQL. IDE/s used: MS SQL Server, Google Big Query.

bigquery mssqlserver sql

Last synced: 12 Oct 2024

https://github.com/mysto-007/cyclistic-bike-share-analysis

Analyzed the dataset of Cyclistic Rental Service as the Capstone project for Google Data Analytics SpecializationAnalyzed the dataset of Cyclistic bike-share (Capstone project for Google Data Analytics Specialization)

bigquery data-analysis excel ms-sql-server sql tableau tableau-public

Last synced: 12 Oct 2024

https://github.com/syedsajjadaskari/end-to-end-chicago-taxi-tip-prediction-with-bigquery-and-vertex-ai

An end-to-end example of Chicago taxi on Google Cloud using TensorFlow, TFX, and Vertex AI

bigquery gcp tensorflow tfx vertex-ai

Last synced: 13 Nov 2024

https://github.com/jasontanx/mas-international-arrivals

Code repository about international arrivals into Malaysia

bigquery data-analytics data-engineering etl-pipeline international-arrivals

Last synced: 13 Oct 2024

https://github.com/rubnsbarbosa/nasa-asteroids-extractor

ETL asteroids data extractor using some Google Cloud services

bigquery bucket cloud-storage google-cloud nasa-api-neows

Last synced: 12 Oct 2024

https://github.com/ivdatahub/pypi-package-stats

Project for ingest pypi packages data from BigQuery and send to DataDog for analysis and insights with dashboards, monitors and more

bigquery cloud data-engineering data-warehouse gcp software-engineering

Last synced: 13 Oct 2024

https://github.com/toskpl/googlecloud

Challnege 30 days - GoogleCloud

bigquery google-cloud google-cloud-platform ml

Last synced: 14 Nov 2024

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