Added Colab button and ruffing

Author: aileeny825

Purple Flamingo Project Part 1.ipynb

@@ -37,11 +37,12 @@
    ],
    "source": [
     "import requests\n",
+    "\n",
     "url = \"https://api.eia.gov/v2/electricity/rto/daily-region-sub-ba-data/data/?frequency=daily&data[0]=value&sort[0][column]=period&sort[0][direction]=desc&offset=0&length=5000&api_key=LTIKgNRTzB9PyNmYCHTfG8sr3A4h2E1RH6O9Swfi\"\n",
     "data_request = requests.get(url)\n",
     "data = data_request.json()\n",
     "print(data)\n",
-    "print(data.shape)\n"
+    "print(data.shape)"
    ]
   },
   {
@@ -71,7 +72,8 @@
    ],
    "source": [
     "import pandas as pd\n",
-    "type(data)\n"
+    "\n",
+    "type(data)"
    ]
   },
   {
@@ -208,13 +210,11 @@
     }
    ],
    "source": [
-    "\n",
     "df = pd.json_normalize(data[\"response\"][\"data\"])\n",
     "df = pd.DataFrame(df)\n",
     "type(df)\n",
     "print(df.shape)\n",
-    "df.head()\n",
-    "\n"
+    "df.head()"
    ]
   },
   {
@@ -233,7 +233,7 @@
    "outputs": [],
    "source": [
     "df[\"value\"] = df[\"value\"].astype(float)\n",
-    "df[\"valueGWh\"] = df[\"value\"] / 1000\n"
+    "df[\"valueGWh\"] = df[\"value\"] / 1000"
    ]
   },
   {
@@ -288,13 +288,9 @@
     }
    ],
    "source": [
-    "new_df = (\n",
-    "    df.groupby([\"period\", \"parent\"])\n",
-    "    .agg(Demand=(\"valueGWh\", \"sum\"))\n",
-    "    .reset_index()\n",
-    ")\n",
+    "new_df = df.groupby([\"period\", \"parent\"]).agg(Demand=(\"valueGWh\", \"sum\")).reset_index()\n",
     "print(new_df)\n",
-    "new_df.shape\n"
+    "new_df.shape"
    ]
   },
   {
@@ -323,7 +319,7 @@
     "url2 = \"https://api.eia.gov/v2/electricity/rto/daily-fuel-type-data/data/?frequency=daily&data[0]=value&sort[0][column]=period&sort[0][direction]=desc&offset=0&length=5000&api_key=LTIKgNRTzB9PyNmYCHTfG8sr3A4h2E1RH6O9Swfi\"\n",
     "data_request2 = requests.get(url2)\n",
     "data2 = data_request2.json()\n",
-    "print(data2)\n"
+    "print(data2)"
    ]
   },
   {
@@ -462,7 +458,7 @@
     "df2 = pd.DataFrame(df2)\n",
     "type(df2)\n",
     "print(df2.shape)\n",
-    "df2.head()\n"
+    "df2.head()"
    ]
   },
   {
@@ -537,9 +533,11 @@
    "source": [
     "df2[\"value\"] = df[\"value\"].astype(float)\n",
     "df2[\"valueGWh\"] = df[\"value\"] / 1000\n",
-    "new_df2 = df2.groupby([\"period\", \"type-name\"]).agg(Demand=(\"value\", \"sum\")).reset_index()\n",
+    "new_df2 = (\n",
+    "    df2.groupby([\"period\", \"type-name\"]).agg(Demand=(\"value\", \"sum\")).reset_index()\n",
+    ")\n",
     "print(new_df2)\n",
-    "new_df2.shape\n"
+    "new_df2.shape"
    ]
   },
   {

README.md

@@ -1,5 +1,9 @@
 # Purple Flamingo: EIA Grid Demand Dashboard
 
+<a target="_blank" href="https://colab.research.google.com/github/advanced-computing/purple-flamingo">
+  <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
+</a>
+
 Streamlit dashboard for exploring U.S. electricity demand data from the U.S. Energy Information Administration (EIA).
 
 ## Data Source