# \#raw
**URL:** https://forum.data-community.org/tag/raw/40.md
[Latest](https://forum.data-community.org/latest.md) · [Categories](https://forum.data-community.org/categories.md) · [Tags](https://forum.data-community.org/tags.md)
---
## [Same as across different sources that hold the data differently](https://forum.data-community.org/t/same-as-across-different-sources-that-hold-the-data-differently/646)
**Author:** [@andy](https://forum.data-community.org/u/andy)\
**Replies:** 13\
**Last updated:** [February 29, 2024, 10:17pm UTC](https://forum.data-community.org/t/same-as-across-different-sources-that-hold-the-data-differently/646 "2024-02-29T22:17:19Z")
Hi, I’m relatively new to DV2.0 and I’m hoping to understand a few things that I’m having trouble finding resources for online. I’ll keep them as separate threads so as not to confuse. We have two Kafka event streams a…
---
## [Resolving joins in staging](https://forum.data-community.org/t/resolving-joins-in-staging/1158)
**Author:** [@Mart](https://forum.data-community.org/u/Mart)\
**Replies:** 1\
**Last updated:** [February 7, 2024, 12:03pm UTC](https://forum.data-community.org/t/resolving-joins-in-staging/1158 "2024-02-07T12:03:00Z")
I need to load a chained reference as depicted below from a source system to the Data Vault. I see two ways of achieving this: Option 1: Create a custom joined address table in the Staging area and employ my standar…
---
## [Loading Pre-aggregated Data into Raw Vault.](https://forum.data-community.org/t/loading-pre-aggregated-data-into-raw-vault/562)
**Author:** [@MarkyMark](https://forum.data-community.org/u/MarkyMark)\
**Replies:** 3\
**Last updated:** [February 5, 2023, 9:25pm UTC](https://forum.data-community.org/t/loading-pre-aggregated-data-into-raw-vault/562 "2023-02-05T21:25:45Z")
We have a software engineering team who help land data from various different 3rd party applications. Some of these involve API calls that return effectively the output of what would be a report in the same application. …