mirror of
https://github.com/hastagAB/Awesome-Python-Scripts.git
synced 2024-11-27 22:11:07 +00:00
72 lines
3.1 KiB
Markdown
72 lines
3.1 KiB
Markdown
# Tweets_Tool
|
|
|
|
Twitter Official API has limitations on how many tweets you can search for at a time and for the length of time (7 days/10 days). If I wanted to some historical tweets matching a certain criteria, I would have to either buy the Enterprise API or get GNIP, which both cost moneys.
|
|
|
|
## Prerequisites
|
|
Since Python 2.x will be deprecated, this package assumes Python 3.x.
|
|
Expected package dependencies are listed in the "requirements.txt" file for PIP, you need to run the following command to get dependencies:
|
|
pip install -r requirements.txt
|
|
|
|
## Components
|
|
**Tweet**: Model class to give some informations about a specific tweet.
|
|
* id (str)
|
|
* permalink (str)
|
|
* username (str)
|
|
* text (str)
|
|
* date (date)
|
|
* retweets (int)
|
|
* favorites (int)
|
|
* mentions (str)
|
|
* hashtags (str)
|
|
* geo (str)
|
|
|
|
**TweetManager:** A manager class to help getting tweets in Tweet's model
|
|
* getTweets: Return the list of tweets retrieved by using an instance of TwitterCriteria
|
|
* getJsonReponse: Actually obtains the tweets and returns an object that can be read
|
|
|
|
**TwitterCriteria:** A collection of search parameters to be used together with TweetManager
|
|
* setUsername (str): An optional specific username from a twitter account. Without "@"
|
|
* setSince (str. "yyyy-mm-dd"): A lower bound date to restrict search
|
|
* setUntil (str. "yyyy-mm-dd"): An upper bound date to restrist search
|
|
* setQuerySearch (str): A query text to be matched
|
|
* setTopTweets (bool): If True only the Top Tweets will be retrieved
|
|
* setNear(str): A reference location area from where tweets were generated
|
|
* setWithin (str): A distance radius from "near" location (e.g. 15mi)
|
|
* setMaxTweets (int): The maximum number of tweets to be retrieved. If this number is unsetted or lower than 1 all possible tweets will be retrieved.
|
|
|
|
**TweetObtain:** Returns a clean dataframe for analysis using TweetCriteria and TweetManager
|
|
* TweetObtain_function: Returns a clean dataframe for analysis using TweetCriteria and TweetManager
|
|
|
|
## Simple examples of python usage
|
|
|
|
* Get tweets by username
|
|
``` python
|
|
tweetCriteria = Tool.TweetCriteria().setUsername('barackobama').setMaxTweets(1)
|
|
tweet = Tool.TweetManager.getTweets(tweetCriteria)[0]
|
|
tweets = pd.read_csv('tweets.csv')
|
|
print(tweets)
|
|
```
|
|
* Get tweets by query search
|
|
``` python
|
|
tweetCriteria = Tool.TweetCriteria().setQuerySearch('europe refugees').setSince("2015-05-01").setUntil("2015-09-30").setMaxTweets(1)
|
|
tweet = Tool.TweetManager.getTweets(tweetCriteria)[0]
|
|
tweets = pd.read_csv('tweets.csv')
|
|
print(tweets)
|
|
```
|
|
* Get tweets by username and bound dates
|
|
``` python
|
|
tweetCriteria = Tool.TweetCriteria().setUsername("barackobama").setSince("2015-09-10").setUntil("2015-09-12").setMaxTweets(1)
|
|
tweet = Tool.TweetManager.getTweets(tweetCriteria)[0]
|
|
tweets = pd.read_csv('tweets.csv')
|
|
print(tweets)
|
|
```
|
|
* Get the last 10 top tweets by username
|
|
``` python
|
|
tweetCriteria = Tool.TweetCriteria().setUsername("barackobama").setTopTweets(True).setMaxTweets(10)
|
|
# first one
|
|
tweet = Tool.TweetManager.getTweets(tweetCriteria)[0]
|
|
tweets = pd.read_csv('tweets.csv')
|
|
print(tweets)
|
|
```
|
|
|