Reference Data Stack for Data-Driven Startups

1

Apache Superset

To analyze the data stored in Snowflake and Postgres, we use Metabase. We chose Metabase because of it’s open source offering and easy to use interface. Other open source tools like Lightdash and Superset exist which we may add to the stack as our data team grows.

#Data Analysis And Visualization #Business Intelligence #Data Dashboard 51 social mentions

2

Snowplow

We also have telemetry set up on our Monosi product which is collected through Snowplow,. As with Airbyte, we chose Snowplow because of its open source offering and because of their scalable event ingestion framework. There are other open source options to consider including Jitsu and RudderStack or closed source options like Segment. Since we started building our product with just a CLI offering, we didn’t need a full CDP solution so we chose Snowplow.

#Analytics #Web Analytics #Mobile Analytics 10 social mentions

3

Segment

We also have telemetry set up on our Monosi product which is collected through Snowplow,. As with Airbyte, we chose Snowplow because of its open source offering and because of their scalable event ingestion framework. There are other open source options to consider including Jitsu and RudderStack or closed source options like Segment. Since we started building our product with just a CLI offering, we didn’t need a full CDP solution so we chose Snowplow.

#Web Service Automation #Data Integration #API Tools 40 social mentions

4

Metabase

To analyze the data stored in Snowflake and Postgres, we use Metabase. We chose Metabase because of it’s open source offering and easy to use interface. Other open source tools like Lightdash and Superset exist which we may add to the stack as our data team grows.

#Business Intelligence #Data Dashboard #Data Analysis 14 social mentions

5

Meltano

We chose Airbyte because of their open source self-hosted offering and their connector flexibility. There are other open source tools in the market like StitchData or Meltano but have limitations as discussed in this post by the Airbyte team. If you don’t want to self host extraction, consider Fivetran.

#Data Integration #Business Intelligence #Developer Tools 26 social mentions

6

Jitsu

We also have telemetry set up on our Monosi product which is collected through Snowplow,. As with Airbyte, we chose Snowplow because of its open source offering and because of their scalable event ingestion framework. There are other open source options to consider including Jitsu and RudderStack or closed source options like Segment. Since we started building our product with just a CLI offering, we didn’t need a full CDP solution so we chose Snowplow.

#Open Source #SaaS #Developer Tools 2 social mentions

7

Fivetran

We chose Airbyte because of their open source self-hosted offering and their connector flexibility. There are other open source tools in the market like StitchData or Meltano but have limitations as discussed in this post by the Airbyte team. If you don’t want to self host extraction, consider Fivetran.

#Data Integration #ETL #Data Replication 12 social mentions

8

Airbyte

First, we have data coming in from various third party tools such as Google Analytics, MailChimp, Github, Slack, etc. For extraction we use Airbyte.

#Developer Tools #Tech #Data Integration 44 social mentions