{ "cells": [ { "cell_type": "markdown", "id": "artificial-trauma", "metadata": {}, "source": [ "
There are two things to do before installing Twarc. First, you need to register an application at https://developer.twitter.com. Second, you need to install Python if you don't have it installed yet. After these two steps, follow the installation instructions in https://twarc-project.readthedocs.io/en/latest.
\n" ] }, { "cell_type": "markdown", "id": "royal-athens", "metadata": {}, "source": [ "Once Twarc is set up, we can begin collecting tweets. For this tutorial, twarc was used in Mac, and the program is stored in a \"twarc-master\" folder. Open Terminal and change the directory to where the folder twarc-master is located: "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "innocent-question",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Changing the directory in Terminal\n"
]
},
{
"data": {
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\n",
"text/plain": [
" The basic command line for capturing tweets is \"twarc search\" and then specifying the search query. In this example the query is to search for tweets with #RickyRenuncia and save it as a JSON file: The JSON file is saved in the twarc-master folder. Since Twitter API only captures tweets from seven to nine days back, it is very possible that you will have multiple json files from the same search parameters. In this case, you can combine all files and save them into one JSON file. The above clip shows the use of the command line cat, where you can list the filename of all the files you want to combine. But you can also truncate the file name, as shown in the clip. This means that twarc will identify all the files that begin with tweetsRickyRenuncia and save them into one JSON file. Make sure that all the files are stored in the same directory. Since there might be overlap in the tweets stored in the individual files, the combined JSON file will have duplicates. Here you can use one of the tools that are part of Twarc utilities, and saved in the /utils folder. To eliminate duplicates use the command line deduplicate. GeoJSON is an open standard format used to represent geographical features. A GeoJSON file of the tweets can be used for data visualization, like the following example: To create a GeoJSON file you will use the command line geojson.py: Twarc-report contains a number of utilities to generate reports about the dataset and for visualizations. You can download the file and read the installation instructions here: https://github.com/pbinkley/twarc-report. It is important to place the twarc-report folder within the twarc-master folder. The command line to generate a report is reportprofile.py. For more information on the utilities of Twarc-report visit https://github.com/pbinkley/twarc-report.twarc search '#RickyRenuncia' > tweets_rickyrenuncia_20210208.jsonl
\n",
"\n",
".utils/deduplicate.py tweetsRickyRenuncia.jsonl > tweetsRickyRenuncia_deduplicate.jsonl
GeoJSON format
\n",
"./utils/geojson.py tweetsRickyRenuncia_deduplicate.jsonl > tweetsRickyRenuncia.geojson
Twarc-report
\n",
"