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Storing & Visualizing Time Series Data with InfluxDB and Grafana
Introduction
Introduction (3:17)
What we are going to build (2:23)
The data set we use (2:27)
Schema Design
Relational DBs vs Time Series DBs features (6:12)
Access patterns (2:58)
InfluxDB key concepts (5:18)
Schema design relational database (5:15)
Schema design InfluxDB (3:38)
Environment setup
InfluxDB & Grafana Docker setup (5:53)
Container startup & Python lib installation (3:14)
InfluxDB Python token & VS Code setup (1:47)
Working with test data
Writing test data to influxDB with Python (8:41)
Exploring & soliving the data type problem (5:55)
Working with air quality data
Writing in air quality data to InfluxDB (7:32)
Query data with Python from InfluxDB (5:37)
Grafana data source setup (5:06)
Create Grafana dashboard for InfluxDB (5:22)
Working with external Weather API
Weather API introduction (3:29)
Managing time zones (6:14)
API ingestion script (12:24)
Grafana Dashboards
Grafana user & rights management (4:50)
Beijing organization setup with direct user permissions (9:59)
Beijing organization with team permissions (3:34)
Weather API organization setup (7:42)
Summary
Summary (2:19)
InfluxDB & Grafana Docker setup
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