Tweak web3 demo notebook

kamu-data · Aug 22, 2024 · bcf8385 · bcf8385
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diff --git a/images/demo/user-home/01 - Kamu Basics (COVID-19 example)/01 - Introduction.ipynb b/images/demo/user-home/01 - Kamu Basics (COVID-19 example)/01 - Introduction.ipynb
@@ -167,12 +167,12 @@
     "        engine: datafusion  # Kamu supports many data processing engines like DataFusion, Spark, Flink...\n",
     "        query: |\n",
     "          select\n",
-    "            to_timestamp(\"Reported_Date\") as reported_date,\n",
-    "            \"Classification_Reported\" as classification,\n",
+    "            to_timestamp(Reported_Date) as reported_date,\n",
+    "            Classification_Reported as classification,\n",
     "            id,\n",
-    "            \"HA\" as ha,\n",
-    "            \"Sex\" as sex,\n",
-    "            \"Age_Group\" as age_group\n",
+    "            HA as ha,\n",
+    "            Sex as sex,\n",
+    "            Age_Group as age_group\n",
     "          from input\n",
     "      # How to combine newly-ingested data with data that is already in the dataset\n",
     "      merge:\n",

diff --git a/...emo/user-home/02 - Web3 Data (Ethereum trading example)/01 - Working with Web3 data.ipynb b/...emo/user-home/02 - Web3 Data (Ethereum trading example)/01 - Working with Web3 data.ipynb
@@ -228,7 +228,7 @@
    "metadata": {},
    "source": [
     "# Getting datasets from IPFS\n",
-    "The only thing better than doing an easy task is if **someone else did id for you**... and that's the whole point of [Open Data Fabric network](https://docs.kamu.dev/odf/) - doing the data prep work once and sharing results with the whole world.\n",
+    "The only thing better than doing an easy task is if **someone else did it for you**... and that's the whole point of [Open Data Fabric network](https://docs.kamu.dev/odf/) - doing the data prep work once and sharing results with the whole world.\n",
     "\n",
     "Pulling data that is already in the newtwork is super easy.\n",
     "\n",
@@ -260,7 +260,7 @@
     "- `kamu` uses the CID to download the entire dataset block-by-block\n",
     "- Next time you do `kamu pull net.rocketpool.reth.tokens-minted` only the new blocks will be downloaded (a minimal update)\n",
     "\n",
-    "So we are pulling <mark>**public ledger**</mark> data that is parsed into <mark>**analytical data format**</mark> by <mark>**verifiable code**</mark> and stored in a <mark>**globally-decentralized file system**</mark> as a <mark>**near-real-time data stream**</mark>.\n",
+    "So we are pulling **public ledger** data that is parsed into **analytical data format** by **verifiable code** and stored in a **globally-decentralized file system** as a **near-real-time data stream**.\n",
     "\n",
     "...Neat!\n",
     "\n",