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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/romange/puma

Bigquery-like engine for processing structured json-like records

bigquery cpp11 engine

Last synced: 13 Oct 2024

https://github.com/pmhalvor/whale-speech

A pipeline to map whale sightings to hydrophone audio

beam bigquery gcs mle model-as-a-service python tensorflow2

Last synced: 21 Oct 2024

https://github.com/anilkhichar/bq-table-copy-automation

Copy table from one dataset to another in google big query using bash script

automation bash bash-script big-query bigquery bigquery-cp gcp google

Last synced: 07 Nov 2024

https://github.com/elithrar/finding-bugs-with-bigquery

A talk on using BigQuery, the GitHub Public Data & some elbow grease to find bugs in OSS projects.

big-data bigquery bugs github golang open-source

Last synced: 13 Oct 2024

https://github.com/teraearlywine/sample_sql

The following repo contains samples of SQL code that can be referenced by future clients or employers.

bigquery database mysql sql

Last synced: 12 Oct 2024

https://github.com/morphl-ai/morphl-model-publishers-churning-users-bigquery

BigQuery connector, pre-processor and model for predicting churning users for digital publishers using Google Analytics 360

bigquery google-analytics machine-learning morphl-platform pipeline preprocessor pyspark

Last synced: 12 Nov 2024

https://github.com/fpopic/bigquery-schema-select

(Script) Generates SQL query that selects all fields (recursively for nested fields) from the provided BigQuery schema file.

bigquery bigquery-schema scala sql

Last synced: 12 Oct 2024

https://github.com/dataform-co/bigquery-ml-pipeline

An example of machine pipeline on Bigquery ML using Dataform

bigquery bigquery-ml dataform machine-learning-pip sql

Last synced: 13 Nov 2024

https://github.com/chandanpasunoori/event-sync

Event Sync is for syncing events from multiple sources to multiple destinations, targetted for adhoc events, where sources support acknowledgement functionality.

bigquery golang-tools google-cloud-platform pubsub

Last synced: 15 Oct 2024

https://github.com/nguyendangxuanlinh/newyorkbike-rental-trip-time-prediction-model-googlebigquery

The ML project uses Linear Regression to predict the trip time of a bike rental for a new prediction system in new mobile application. The ML datasets have been collected and stored in a BigQuery public dataset

bigquery linear-regression machine-learning

Last synced: 12 Oct 2024

https://github.com/moh-ayman/stripeapi-to-bq---cfunc-etl

Google Cloud Function built to perform an ETL Job to Collect StripeAPI Data and Transform it to be able to Import it to Bigquery.

bigquery dataengineering etl-pipeline gcp gcp-cloud-functions pandas-dataframe python stripe-api

Last synced: 15 Nov 2024

https://github.com/ostrokach/uniparc_xml_parser

UniParc dataset describing ~300 million protein sequences converted into relational tables accessible through Google BigQuery (and as Parquet files).

bigquery bioinformatics csv-files parquet-files protein-domains protein-sequences

Last synced: 12 Oct 2024

https://github.com/essien1990/etl_pipeline_airflow

Creating pipelines using Python3 and Apache Airflow to load tables into Google Big Query Dataware House

airflow airflow-dags airflow-operators bash bigquery bq datawarehouse etl-pipeline python3

Last synced: 12 Oct 2024

https://github.com/icarusso/bigqueryexporter

Export query data from google bigquery to local machine

bigquery csv export python

Last synced: 12 Oct 2024

https://github.com/alterra-greeve/de-capstone

Capstone Project SIB Batch 6 x Alterra Academy - Data Engineer

bigquery cloud-function data-engineering docker googlefirebase looker-studio python

Last synced: 12 Oct 2024

https://github.com/dav009/bqt

Local unit tests for your BigQuery queries

bigquery bq data test unittest

Last synced: 12 Oct 2024

https://github.com/mattwelke/packt-book-bot

Bot that tweets and logs the Packt free eBook of the day in BigQuery daily.

bigquery bot ebooks ibm-cloud-functions java openwhisk

Last synced: 13 Oct 2024

https://github.com/poogles/pytest-bq

pytest fixtures for a local bigquery suitable for local development.

bigquery bigquery-emulator pytest

Last synced: 12 Oct 2024

https://github.com/cartodb/carto-auth

Python library to authenticate with CARTO

auth bigquery carto carto-dw oauth

Last synced: 12 Oct 2024

https://github.com/tuancamtbtx/gcp-udfs-example

Google BigQuery Javascript UDF Function Examples

bigquery gcp javascript nodejs npm udf

Last synced: 09 Nov 2024

https://github.com/mlabarrere/pygquery

🐷 Multitread your data with Google BigQuery

bigquery dataframe google-bigquery multithreading pandas python

Last synced: 12 Oct 2024

https://github.com/analyticace/data-engineering-projects

Collection of Open Source Data Engineering Projects

aws big-data bigquery data docker engineering etl oracle-database pipeline sql

Last synced: 05 Nov 2024

https://github.com/yu-iskw/terraform-google-copy-bq-datasets

A terraform module to copy BigQuery datasets across regions

bigquery data-engineering google-cloud terraform

Last synced: 27 Oct 2024

https://github.com/mchmarny/automodel

BigQuery automatic model rebuild based on r2 score deviation

bigquery gcp iot ml model

Last synced: 08 Nov 2024

https://github.com/mchmarny/xstreams

Stream processing using Cloud PubSub and Dataflow SQL in BigQuery

bigquery dataflow gce gcp golang pubsub stream

Last synced: 08 Nov 2024

https://github.com/miguelapp10/api_simpliroute_urbano

extraer datos de la API de SimpliRoute y Urbano en un rango de fechas específico y procesarlos para su análisis y almacenamiento en Google BigQuery

api-client bigquery pandas python

Last synced: 12 Oct 2024

https://github.com/mchmarny/sbomer

Generates daily SBOM and vulnerability reports for container images and saves resulting files into GCS bucket and data into BigQuery tables.

bigquery gcp gcs grype report sbom syft vex vulnerability

Last synced: 08 Nov 2024

https://github.com/pedrocarmona/big_query_adapter

An ActiveRecord Google BigQuery adapter

activerecord bigquery gem ruby-on-rails

Last synced: 13 Oct 2024

https://github.com/justinjsd/analytics-engineering

📊 A repository focusing on analytics engineering, particularly using dbt on the Northwind Sample dataset

analytics bigquery dbt engineering sql

Last synced: 13 Nov 2024

https://github.com/rsachdeva/illuminatingdeposits-gcp-trigger

Terraform usage in the context of Google Cloud Platform GCP based Trigger of Resources applied to Cloud Functions. Both resource creation and destruction is through Terraform.

bigquery bigquery-table cloud-events functions-framework gcp go golang golangci-lint google-cloud google-cloud-function-pubsub-trigger google-cloud-functions google-cloud-pubsub google-cloud-sdk google-cloud-storage google-cloud-terraform sendgrid terraform

Last synced: 12 Oct 2024

https://github.com/gdbecker/dbtlabslearning

Learn the foundational steps of transforming data in dbt Cloud. Start by connecting dbt Cloud to a data warehouse and Git repository, then explore key concepts like modeling, sources, testing, documentation, and deployment. Get hands-on by building a model and running tests in dbt Cloud.

analytics-engineering bigquery dbt dbt-cloud jinja macros models packages sql testing

Last synced: 13 Oct 2024

https://github.com/xlfe/pyjdbq

The easiest way to ship journald logs to Google BigQuery

bigquery journald journald-logs logging security

Last synced: 12 Oct 2024

https://github.com/esanchezros/bigquery-maven-plugin

Maven plugin for managing BigQuery datasets, tables and views

bigquery java maven maven-plugin

Last synced: 28 Sep 2024

https://github.com/ackeecz/terraform-gcp-dataflow_pubsub_to_bq

Dataflow job subscriber to PubSub subscription. It takes message from subscription and push it into BigQuery table.

bigquery dataflow pubsub terraform-module

Last synced: 10 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/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/kevin-rsj/real-estate-investments

Sistema de scoring que clasifica ciudades francesas para inversión en segundas viviendas según perfil de riesgo(alto, moderado y bajo). Evalúa ratios clave en áreas como demanda, disponibilidad, infraestructura, demografía y precios.

bigquery data-analytics looker-studio numpy pandas python sklearn-library sql visualization

Last synced: 29 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/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/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/victorcezeh/end-to-end-elt-pipeline

An end-to-end ELT project using the Brazilian E-Commerce dataset from Kaggle. This project demonstrates the use of Python, PostgreSQL, Docker, Docker Compose, Airflow, dbt, and BigQuery to ingest, transform, and analyze data, providing insights into sales, delivery times, and order distributions.

airflow bigquery dbt-core docker docker-compose postgresql python

Last synced: 13 Oct 2024

https://github.com/yu-iskw/bigquery-lineage

Visualize BigQuery data lineage graph

bigquery data-governance data-management visualization

Last synced: 30 Oct 2024

https://github.com/fahmiaziz98/sql_agent

build sql agent using different pattern rag/self-correction/optimization

agent bigquery langchain sql sql-agent sqlite toolkit

Last synced: 13 Oct 2024

https://github.com/galois1915/google-ml-engineer

This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Machine Learning Engineer certification.

api automl bigquery keras mlops-workflow tensorflow2 vertex-ai

Last synced: 13 Oct 2024

https://github.com/juldrixx/bigquery-avro-schema-converter

Website to convert a schema from one format to another between BigQuery and Avro

avro avro-schema bigquery bigquery-schema converter schema

Last synced: 13 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/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/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/simhayn/genomics-cannabis-bigquery

BigQuery's Cannabis_Genomics Dataset Exploration using SQL in a Python Environment

big-data bigquery bioinformatics exploratory-data-analysis genomics python sql

Last synced: 13 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/azapeti/bigquery-python-bash-automation

Since you're using the free version, you can only get data from your website through the Google Analytics API for the last 60 days. I would like to demonstrate in this repository how to run BigQuery queries in Python and automate it using bash and crontab for collecting historical data.

analytics automation bash bigquery cronjob crontab ga4 python python3

Last synced: 13 Oct 2024

https://github.com/arhea/go-mock-bigquery

Creates a mock BigQuery client based on the bigquery-emulator for testing in Golang projects.

bigquery golang golang-module google-bigquery google-cloud-platform testcontainers-go testing

Last synced: 12 Oct 2024

https://github.com/karencofre/riesgorelativo-lookerstudio

proyecto de análisis de datos y análisis perdicitvo en looker studio y google colab

bigquery data-analysis data-science machine-learning matplotlib python sklearn sql

Last synced: 13 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/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/syou6162/mackerel-plugin-bigquery-query-result-importer

Mackerel plugin to post bigquery's query result

bigquery mackerel-plugin

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/nlgtuankiet/bq-noti

BigQuery notification

bigquery bq notification notifier

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/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/lambdamusic/dimschema

CLI to retrieve SQL schema information about the Dimensions on Google BigQuery dataset.

bigquery dimensions python scholarly-metadata

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/sintef/bigquery-postgresql-wire-proxy

A PostgreSQL wire protocol proxy server for BigQuery.

bigquery postgresql proxy

Last synced: 13 Nov 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/davidkhala/dwh-migration-tools

dwh-migration-tools: contribution fork

bigquery bq gcp

Last synced: 29 Sep 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/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/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/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/george-nyamao/gcp_etl_project

An ETL pipeline to move an uploaded flat file ffrom GCS, mask PII, store Big Query, and Create a report in Looker.

airflow bigquery cloudcomposer data-fusion gcs-bucket looker python3 wrangler

Last synced: 12 Oct 2024

https://github.com/hrialan/dataform-prune

An open-source tool for automating the cleanup of outdated objects in Dataform configurations, optimizing data workflows with seamless CI/CD integration.

automation bigquery data-analytics dataform

Last synced: 12 Oct 2024

https://github.com/branb97/jobstreet-data-eng-project

Building a data pipeline to deliver job listing data from Jobstreet for analysis.

airflow bigquery data-engineering etl-pipeline google-cloud looker-studio python sql

Last synced: 13 Oct 2024

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