diff --git a/catalyst/overview.mdx b/catalyst/overview.mdx
index 40b8be1c..6c2d5c49 100644
--- a/catalyst/overview.mdx
+++ b/catalyst/overview.mdx
@@ -66,7 +66,7 @@ For EVM-based chains, Dune provides a fully-managed, white-glove service approac
Your chain will need a reliable node provider, such as QuickNode, Alchemy, Infura, Chainstack, or Tatum.
- **RPC Node Calls**:
- The RPC node must support the following methods to so Dune can transform raw data into Dune’s standard EVM schema for **transactions, logs, traces, and blocks**:
+ The RPC node must support the following methods so Dune can transform raw data into Dune’s standard EVM schema for **transactions, logs, traces, and blocks**:
- `eth_getBlockByNumber` (for blocks/transactions)
- `eth_getBlockReceipts` (for logs)
- `debug_traceBlockByNumber` (for traces)
diff --git a/web-app/alerts.mdx b/web-app/alerts.mdx
index 0606351b..c2fa96f9 100644
--- a/web-app/alerts.mdx
+++ b/web-app/alerts.mdx
@@ -182,7 +182,7 @@ Once saved, you will start receiving messages on Slack. Here is an example of ho
### Zapier Integration
-[Zapier](https://zapier.com/) is a third party solution that supports building integrations betwen different software solutions without writing any code. With it you can build advanced workflows that relay data between Dune and your favorite work tools.
+[Zapier](https://zapier.com/) is a third party solution that supports building integrations between different software solutions without writing any code. With it you can build advanced workflows that relay data between Dune and your favorite work tools.
We currently offer an experimental [Zapier app](https://zapier.com/developer/public-invite/194504/2174c6b998748b657f28dab4097f3e80/) to support connecting Dune with thousands of other tools via Zapier.
diff --git a/web-app/dashboard-minting.mdx b/web-app/dashboard-minting.mdx
index 320f3953..7539457b 100644
--- a/web-app/dashboard-minting.mdx
+++ b/web-app/dashboard-minting.mdx
@@ -23,7 +23,7 @@ After you select an amount and click mint, Dune will take a screenshot and creat
![](/web-app/images/mint_moment_tx.PNG)
-This is showing you the number of tokens you will recieve, and how much ETH you are spending + gas fees. After you confirm, it should only take a second before you see a successful mint screen:
+This is showing you the number of tokens you will receive, and how much ETH you are spending + gas fees. After you confirm, it should only take a second before you see a successful mint screen:
![](/web-app/images/mint_moment_success.PNG)
diff --git a/web-app/dune-ai.mdx b/web-app/dune-ai.mdx
index 41d9c279..02660095 100644
--- a/web-app/dune-ai.mdx
+++ b/web-app/dune-ai.mdx
@@ -17,7 +17,7 @@ You can find this feature in the query editor and click the wand logo in the top
### Wand Edit
The Wand Edit feature allows you to edit an existing SQL query based on a natural language question. Similar to query generation, any additional tables required should be explicitly included in the natural language edit request to make use of schemas. This feature simplifies the process of refining and fine-tuning SQL queries generated by the system or existing queries in your application.
-You can find this feature in the query editor and click the wand logo in the top right corner to open the Wand bar. An non-empty query page should open in Edit mode and you can toggle between Create and Edit modes using the buttons in the top right corner of the query editor.
+You can find this feature in the query editor and click the wand logo in the top right corner to open the Wand bar. A non-empty query page should open in Edit mode and you can toggle between Create and Edit modes using the buttons in the top right corner of the query editor.
![Wand Edit](/web-app/images/wand/edit.gif)
diff --git a/web-app/embeds.mdx b/web-app/embeds.mdx
index 1978479e..f9bc814b 100644
--- a/web-app/embeds.mdx
+++ b/web-app/embeds.mdx
@@ -9,7 +9,7 @@ To save you from having to take screenshots that might not look so great but wil
You can generate embed links by clicking on any query title and selecting the embed function in the top right corner.
-The embed button works as a stand alone link and as a way to embed your live graphs into websites/web-app/s. If a Query has no Visualizations, the link will be to the Query Results table. If you have multiple Visualizations, the link will be for whichever Visualization you've selected when you clicked the Embed button.
+The embed button works as a standalone link and as a way to embed your live graphs into websites/web-app/s. If a Query has no Visualizations, the link will be to the Query Results table. If you have multiple Visualizations, the link will be for whichever Visualization you've selected when you clicked the Embed button.
![generating an embed link](/web-app/images/embed-link.gif)
@@ -72,4 +72,4 @@ We are working on automating this, but for now you'll need to manually prefix th
Here is a working example:
```
https://dune.com/embeds/118220/238460/aa002dd3-f9e2-4d63-86c8-b765569306c6NFT?address=0xff9c1b15b16263c61d017ee9f65c50e4ae0113d7&rolling_n_trades=500
-```
\ No newline at end of file
+```
diff --git a/web-app/upload-data.mdx b/web-app/upload-data.mdx
index 6f50adfe..6c5b5c8e 100644
--- a/web-app/upload-data.mdx
+++ b/web-app/upload-data.mdx
@@ -5,7 +5,7 @@ description: Upload your own data to Dune
**Easily upload your own data to Dune**
-This feature allows you to upload any csv file to Dune and query it like any other table in Dune. Currently, the we only supports uploading CSV files with a maximum size of 200 MB. The app will return an error if the file size exceeds this limit.
+This feature allows you to upload any csv file to Dune and query it like any other table in Dune. Currently, we only supports uploading CSV files with a maximum size of 200 MB. The app will return an error if the file size exceeds this limit.
Additionally, column names in the table can't start with a special character or digits.
The files you upload will be queryable via the schema ``dune.team_name.dataset_name``. For example, if you upload a file called ``energy_data.csv`` to the team ``dune`` and name the dataset ``energy_data``, you will be able to query the data via ``dune.dune.energy_data``.
diff --git a/zz_unused/create-sankey-diagram.mdx b/zz_unused/create-sankey-diagram.mdx
index 86e978de..774797b3 100644
--- a/zz_unused/create-sankey-diagram.mdx
+++ b/zz_unused/create-sankey-diagram.mdx
@@ -158,7 +158,7 @@ def create_sankey(
color_map = {}
for node in all_nodes:
for name, color in predefined_colors.items():
- if name.lower() in node.lower(): # check if name exists in the node name
+ if name.lower() in node.lower(): # check if the name exists in the node name
color_map[node] = color
break
else: