{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "fe0487b3",
   "metadata": {},
   "source": [
    "# Instructions for using Zotero"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14cf1248",
   "metadata": {},
   "source": [
    "<img src=https://www.zotero.org/static/images/icons/zotero-icon-147-160@2x.png>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f5efcb17",
   "metadata": {},
   "source": [
    "## What is Zotero?\n",
    "Zotero is a software that is a way to manage references. Zotero will keep track and help to manage all sorts of different files. It is simple to add references to Zotero, a click or  one drag and drop is all one needs to add a reference to their library. Citation information can be kept and organized with Zotero. Zotero can be useful to many projects where outside resources are used."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85f478fe",
   "metadata": {},
   "source": [
    "____\n",
    "Tutorial created by Team Old Nation: Jordan Lesniak, Amanda Bowerman, Mira Ghazali, and Johnny Danstrom\n",
    "____"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5829da00",
   "metadata": {},
   "source": [
    "## Setup Instructions\n",
    "\n",
    "https://www.zotero.org/download/ \n",
    "### Mac\n",
    "* Open the .dmg you downloaded and drag Zotero to the Applications folder. You can then run Zotero from Spotlight, Launchpad, or the Applications folder and add it to your Dock like any other program.\n",
    "\n",
    "* After installing Zotero, you can eject and delete the .dmg file.\n",
    "\n",
    "### Windows\n",
    "* Run the setup program you downloaded.\n",
    "\n",
    "### Linux\n",
    "#### Official Tarball\n",
    "* Download the tarball, extract the contents, and run zotero from that directory to start Zotero.\n",
    "\n",
    "* For Ubuntu, the tarball includes a .desktop file that can be used to add Zotero to the launcher. Move the extracted directory to a location of your choice (e.g., /opt/zotero), run the set_launcher_icon script from a terminal to update the .desktop file for that location, and symlink zotero.desktop into ~/.local/share/applications/ (e.g., ln -s /opt/zotero/zotero.desktop ~/.local/share/applications/zotero.desktop). Zotero should then appear either in your launcher or in the applications list when you click the grid icon (“Show Applications”), from which you can drag it to the launcher.\n",
    "\n",
    "#### Debian/Ubuntu-based Distros\n",
    "* A longtime community member maintains zotero-deb, a lightweight wrapper for the official tarball that uses apt for installation and updates. If you're not comfortable installing tarballs, this is what we recommend using.\n",
    "\n",
    "### Other Packages\n",
    "* Unofficial packages are also available for various distros, but note that such packages are built by third parties, and we can only provide support for the official tarball and zotero-deb. In particular, third-party packages may be sandboxed, breaking various functionality.\n",
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae6b0014",
   "metadata": {},
   "source": [
    "## Updating Zotero\n",
    "\n",
    "To update Zotero manually, navigate to the help menu and then click the 'Check for Updates...' button. Please note that you can also manually install the new version of Zotero over the old without losing any data.\n",
    "\n",
    "To enable automatic updates, open the Config Editor from the Advanced pane of Zotero preferences, and ensure that app.update.auto and app.update.enabled are both set to true.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b06a063d",
   "metadata": {},
   "source": [
    "## Instructions for Using Zotero\n",
    "\n",
    "To access Zotero, click on the application icon that was created after downloading and installing. \n",
    "\n",
    "Once the application opens you will be brought to the main page. From here you can do a number of different things including: Adding your own publications, creating new citations, and managing your current citations. \n",
    "\n",
    "Think of zotero like an address book of citations! \n",
    "\n",
    "We are going to focus on creating new citations\n",
    "\n",
    "### Creating New Citations\n",
    "\n",
    "To create a new citation (or item) click on the drop down with the little green circle, but make sure the 'My Library' tab is selected. Then select what type of citation you want to create. After this, a new citation will pop up and you will be asked to enter the title, author name(s) and other information for your citation.\n",
    "\n",
    "Congrats! Your new citation has been created!\n",
    "\n",
    "### Managing Existing Citations\n",
    "\n",
    "To manage existing citations, you can click on the citation you want to edit and the same information will pop up just like when creating a new citation.\n",
    "\n",
    "For online storage to access your citations anywhere you can store up to 300MB for free, but any more than that you need to pay.\n",
    "\n",
    "Here is the fee chart:\n",
    "| Amount | Price |\n",
    "| ---: | ---: |\n",
    "| 300 MB | Free |\n",
    "| 2 GB | \\$20 per year |\n",
    "| 6 GB | \\$50 per year |\n",
    "| Unlimited | \\$120 per year |\n",
    "\n",
    "\n",
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1b8ab6d",
   "metadata": {},
   "source": [
    "### Creating New Citations\n",
    "There is another setup guide for the broswer collector.\n",
    "link:\n",
    "https://guides.library.illinoisstate.edu/zotero/connector"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d845196-f8a8-403d-8161-4287c11b17c0",
   "metadata": {},
   "source": [
    "## What Data is Available on Zotero?\n",
    "\n",
    "Zotero is a free citation manager that will allow you to collect, organize, share, and cite research items. Zotero offers local storage of data on your own computer, online access to your data, and browser extensions for Chrome and Firefox to ingest bibliographic metadata to ease the collection of citations. ZoteroBib (a separate tool) will help you create a quick bibliography through manually entering items or ingesting metadata from library catalogs, newspapers, magazines, ISBNs, DOIs, and more. ZoteroBib generates citations in a browser that can be pasted into a research paper in an array of citation styles including MLA, APA, and Chicago. This digital tool is better suited for short-term research and/or assignment needs."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dabf2d72",
   "metadata": {},
   "source": [
    "___\n",
    "\n",
    "### For example, if you wanted collect articles containing information pertaining the latest COVID-19 data:\n",
    "\n",
    "You would need to find the articles you need online and upload them into Zotero. There, you can create and store all of your citations in one place (let’s say, in your ‘COVID-19’ folder) for future reference. With the tons of available information online about the pandemic, this will be a good way to keep track of the sources that are the most valuable to you without having to sift through extraneous data. In the info tab there is a section to add URL if you want to.\n",
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d619e3e3",
   "metadata": {},
   "source": [
    "## How Could Zotero Be Used for Capstone Projects?\n",
    "\n",
    "This tool can be used among every group to store and collect all of a team's citations that will be used throughout the course of the semester. This application will especially be useful to every team since it is able to collect citations and store them for later use. So when a team collects citations for their data, they won't forget where they got the data by the end of the semester. zbib.org also allows you to share a link to your bibliography page so someone can read your bib in a nice format rather than copying and pasting it in an email. This allows them to see the current version and can revisit the updated information through the link.\n",
    "___"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64685988",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "https://fordham.libguides.com/BibliographicManagement/Zotero#:~:text=Zotero%20is%20a%20free*%20citation,ease%20the%20collection%20of%20citations.\n"
   ]
  },
  {
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"
    }
   },
   "cell_type": "markdown",
   "id": "412467a4",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1bacd6c7",
   "metadata": {},
   "source": [
    "Above is an image of the references for this notebook in zotero. \n",
    "\n",
    "Click on the + sign to create a document and then the paperclip to link a URL to it to reference it."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}