{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "# Quickstart: Orbitwren: Orbital Compute & Space Data Center Tracker\n\nds = load_dataset(\"CyberMax-tools/orbitwren-orbital-compute-tracker\", \"projects\", split=\"train\") df = ds.to_pandas() print(df.shape) df.head() Need it fresh, filtered or via API? State of Orbital Data Centers report, Oct 2026 (PDF) ($19).\n\nDataset: [huggingface.co/datasets/CyberMax-tools/orbitwren-orbital-compute-tracker](https://huggingface.co/datasets/CyberMax-tools/orbitwren-orbital-compute-tracker) · file: `data/launches_upcoming.csv` · by CyberMax.\n\nRuns anywhere with pandas (Colab, Kaggle, Jupyter, VS Code). The outputs below are from a real run of this notebook."
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## Load the data"
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "200 rows x 17 columns\n"
    },
    {
     "output_type": "execute_result",
     "execution_count": 1,
     "metadata": {},
     "data": {
      "text/plain": "                                     id  ...                                         source_url\n0  a1bb0984-19d4-4b47-9bba-706d225573e2  ...  https://ll.thespacedevs.com/2.3.0/launches/a1b...\n1  da43dc2c-00af-4cc1-8ef1-90a60b2eb9e5  ...  https://ll.thespacedevs.com/2.3.0/launches/da4...\n2  97c6f5e1-299e-4652-b72d-9618ac047076  ...  https://ll.thespacedevs.com/2.3.0/launches/97c...\n3  bf2c3027-a314-403e-a416-2bfd5d165ad1  ...  https://ll.thespacedevs.com/2.3.0/launches/bf2...\n4  df88cfbf-f504-4e11-8370-e33dd6280b5b  ...  https://ll.thespacedevs.com/2.3.0/launches/df8...\n5  69ebbcd2-b257-4070-9ef9-21e7d1f8a883  ...  https://ll.thespacedevs.com/2.3.0/launches/69e...\n6  ef9850ad-1096-425b-9d27-f7bbd186e61a  ...  https://ll.thespacedevs.com/2.3.0/launches/ef9...\n7  7bdc412b-c965-4517-a131-f57a01189803  ...  https://ll.thespacedevs.com/2.3.0/launches/7bd...\n8  3b430f81-0ff1-4d85-8a1a-cef0de326198  ...  https://ll.thespacedevs.com/2.3.0/launches/3b4...\n9  20d5676e-111b-40e3-8923-b218c3665ca2  ...  https://ll.thespacedevs.com/2.3.0/launches/20d...\n\n[10 rows x 17 columns]",
      "text/html": "<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>id</th>\n      <th>name</th>\n      <th>net</th>\n      <th>net_precision</th>\n      <th>status</th>\n      <th>provider</th>\n      <th>...</th>\n      <th>location</th>\n      <th>country</th>\n      <th>rideshare</th>\n      <th>orbital_compute</th>\n      <th>tracked_projects</th>\n      <th>source_url</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>a1bb0984-19d4-4b47-9bba-706d225573e2</td>\n      <td>Long March 12 | SatNet LEO Group 27</td>\n      <td>2026-10-09T19:27:00Z</td>\n      <td>Minute</td>\n      <td>Success</td>\n      <td>China Aerospace Science and Technology Corporation</td>\n      <td>...</td>\n      <td>Wenchang Space Launch Site, People's Republic of China</td>\n      <td>CHN</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/a1bb0984-19d4-4b47-9bba-706d225573e2/</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>da43dc2c-00af-4cc1-8ef1-90a60b2eb9e5</td>\n      <td>Falcon 9 Block 5 | SDA Tranche 1 Transport Layer A</td>\n      <td>2026-10-10T07:39:44Z</td>\n      <td>Second</td>\n      <td>Go</td>\n      <td>SpaceX</td>\n      <td>...</td>\n      <td>Vandenberg SFB, CA, USA</td>\n      <td>USA</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/da43dc2c-00af-4cc1-8ef1-90a60b2eb9e5/</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>97c6f5e1-299e-4652-b72d-9618ac047076</td>\n      <td>Falcon 9 Block 5 | Starlink Group 15-25</td>\n      <td>2026-10-12T23:00:00Z</td>\n      <td>Minute</td>\n      <td>Go</td>\n      <td>SpaceX</td>\n      <td>...</td>\n      <td>Vandenberg SFB, CA, USA</td>\n      <td>USA</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/97c6f5e1-299e-4652-b72d-9618ac047076/</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>bf2c3027-a314-403e-a416-2bfd5d165ad1</td>\n      <td>Falcon 9 Block 5 | Dragon CRS-2 SpX-35</td>\n      <td>2026-10-13T10:33:44Z</td>\n      <td>Second</td>\n      <td>Go</td>\n      <td>SpaceX</td>\n      <td>...</td>\n      <td>Cape Canaveral SFS, FL, USA</td>\n      <td>USA</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/bf2c3027-a314-403e-a416-2bfd5d165ad1/</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>df88cfbf-f504-4e11-8370-e33dd6280b5b</td>\n      <td>Falcon 9 Block 5 | USSF-481</td>\n      <td>2026-10-15T23:44:00Z</td>\n      <td>Minute</td>\n      <td>Go</td>\n      <td>SpaceX</td>\n      <td>...</td>\n      <td>Vandenberg SFB, CA, USA</td>\n      <td>USA</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/df88cfbf-f504-4e11-8370-e33dd6280b5b/</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>69ebbcd2-b257-4070-9ef9-21e7d1f8a883</td>\n      <td>H3-24 | Martian Moons eXploration (MMX)</td>\n      <td>2026-10-19T19:41:03Z</td>\n      <td>Second</td>\n      <td>Go</td>\n      <td>Mitsubishi Heavy Industries</td>\n      <td>...</td>\n      <td>Tanegashima Space Center, Japan</td>\n      <td>JPN</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/69ebbcd2-b257-4070-9ef9-21e7d1f8a883/</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>ef9850ad-1096-425b-9d27-f7bbd186e61a</td>\n      <td>Vulcan VC6L | Amazon Leo (LV-01)</td>\n      <td>2026-10-29T00:00:00Z</td>\n      <td>Day</td>\n      <td>TBD</td>\n      <td>United Launch Alliance</td>\n      <td>...</td>\n      <td>Cape Canaveral SFS, FL, USA</td>\n      <td>USA</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/ef9850ad-1096-425b-9d27-f7bbd186e61a/</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>7bdc412b-c965-4517-a131-f57a01189803</td>\n      <td>Ariane 64 Block 2 | Amazon Leo (LE-04)</td>\n      <td>2026-10-31T00:00:00Z</td>\n      <td>Month</td>\n      <td>TBD</td>\n      <td>Arianespace</td>\n      <td>...</td>\n      <td>Guiana Space Centre, French Guiana</td>\n      <td>GUF</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/7bdc412b-c965-4517-a131-f57a01189803/</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>3b430f81-0ff1-4d85-8a1a-cef0de326198</td>\n      <td>Falcon 9 Block 5 | Bandwagon 5 (Dedicated Mid-Inclination Rideshare)</td>\n      <td>2026-10-31T00:00:00Z</td>\n      <td>Month</td>\n      <td>TBD</td>\n      <td>SpaceX</td>\n      <td>...</td>\n      <td>Cape Canaveral SFS, FL, USA</td>\n      <td>USA</td>\n      <td>True</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/3b430f81-0ff1-4d85-8a1a-cef0de326198/</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>20d5676e-111b-40e3-8923-b218c3665ca2</td>\n      <td>GSLV Mk II | IRNSS-1L (NVS-03)</td>\n      <td>2026-10-31T00:00:00Z</td>\n      <td>Month</td>\n      <td>TBD</td>\n      <td>Indian Space Research Organization</td>\n      <td>...</td>\n      <td>Satish Dhawan Space Centre, India</td>\n      <td>IND</td>\n      <td>False</td>\n      <td>False</td>\n      <td>[]</td>\n      <td>https://ll.thespacedevs.com/2.3.0/launches/20d5676e-111b-40e3-8923-b218c3665ca2/</td>\n    </tr>\n  </tbody>\n</table>"
     }
    }
   ],
   "source": "import pandas as pd\n\nURL = \"https://huggingface.co/datasets/CyberMax-tools/orbitwren-orbital-compute-tracker/resolve/main/data/launches_upcoming.csv\"\ndf = pd.read_csv(URL)\nprint(f\"{len(df):,} rows x {len(df.columns)} columns\")\ndf.head(10)"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## Go further\n- **All CyberMax tools, datasets and free apps:** [https://cybermax-tools-cybermax.static.hf.space/](https://cybermax-tools-cybermax.static.hf.space/)"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}