adding data source and data info

Author: Ajit Kumar Singh

.DS_Store

@@ -33,4 +33,16 @@
   - `total`: Total visitors across all restaurants (numeric).
 
 
+### 5. `household_power_consumption.txt`
+- **Description**:The Household Power Consumption dataset is a multivariate time series dataset that describes the electricity consumption for a single household over four years. The data was collected between December 2006 and November 2010 and observations of power consumption within the household were collected every minute.
+- **Shape**: 2075259 rows and 7 columns.
+- **Columns**:
+  - `global active power`: The total active power consumed by the household (kilowatts).
+  - `global reactive power`: The total reactive power consumed by the household (kilowatts). ˆ voltage: Average voltage (volts).
+  - `global intensity`: Average current intensity (amps).
+  - `sub metering 1`: Active energy for kitchen (watt-hours of active energy).
+  - `sub metering 2`: Active energy for laundry (watt-hours of active energy).
+  - `sub metering 3`: Active energy for climate control systems (watt-hours of active energy).
+
+
 Each dataset can be used to illustrate different techniques and models in time series analysis and forecasting, ranging from basic methods to more advanced deep learning approaches. The variety in these datasets (from sales data to daily counts) provides a comprehensive resource for demonstrating different time series scenarios and methods.

Datasets_Info.md

@@ -156,6 +156,30 @@
     "**Data Loading**"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 459,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--2024-01-28 14:12:17--  https://archive.ics.uci.edu/static/public/235/individual+household+electric+power+consumption.zip\n",
+      "Resolving archive.ics.uci.edu (archive.ics.uci.edu)... 128.195.10.252\n",
+      "Connecting to archive.ics.uci.edu (archive.ics.uci.edu)|128.195.10.252|:443... connected.\n",
+      "HTTP request sent, awaiting response... 200 OK\n",
+      "Length: unspecified\n",
+      "Saving to: 'individual+household+electric+power+consumption.zip'\n",
+      "\n",
+      "tion.zip                [               <=>  ]   4.23M   284KB/s               ^C\n"
+     ]
+    }
+   ],
+   "source": [
+    "!wget https://archive.ics.uci.edu/static/public/235/individual+household+electric+power+consumption.zip"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,