Please help me resolve these errors: tweepy.errors.Forbidden: 403 Forbidden 453 - You currently have access to a subset of Twitter API v2 endpoints and limited v1.1 endpoints (e.g. media post, oauth) only. If you need access to this endpoint, you may need

Dash Python
1

Hey,

I’m trying to perform sentimental analysis on tweets from Twitter.

Here is my Project Code:

auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_secret)
api = tweepy.API(auth)

Dash app initialization

app = dash.Dash(name)

Layout of the dashboard

app.layout = html.Div([
dcc.Input(id=‘keyword-input’, type=‘text’, value=‘data science’),
dcc.Graph(id=‘live-update-graph’),
dcc.Interval(
id=‘interval-component’,
interval=30 * 1000, # in milliseconds
n_intervals=0
)
])

Callback to update the graph

@app.callback(Output(‘live-update-graph’, ‘figure’),
[Input(‘interval-component’, ‘n_intervals’),
Input(‘keyword-input’, ‘value’)])
def update_graph(n, keyword):
# Fetch tweets based on the provided keyword
tweets = api.search_tweets(q=keyword, count=100, lang=“en”, tweet_mode=‘extended’)

# Analyze sentiments
sentiments = {'Positive': 0, 'Negative': 0, 'Neutral': 0}
for tweet in tweets:
    analysis = TextBlob(tweet.full_text)
    if analysis.sentiment.polarity > 0:
        sentiments['Positive'] += 1
    elif analysis.sentiment.polarity < 0:
        sentiments['Negative'] += 1
    else:
        sentiments['Neutral'] += 1

# Create a pie chart
labels = list(sentiments.keys())
values = list(sentiments.values())

return {
    'data': [
        {'x': labels, 'y': values, 'type': 'pie', 'name': 'Sentiments'},
    ],
    'layout': {
        'title': f'Sentiment Analysis for "{keyword}" Tweets',
    }
}

if name == ‘main’:
app.run_server(debug=True)

And I am encountering the following Errors when running the app.

Screenshot 2023-11-16 at 11.33.21 AM
Screenshot 2023-11-16 at 11.33.21 AM1903×1106 259 KB

2

What level of API access do you have? It sounds like you are trying to do this with a free developer twitter api account, which no longer lets you search tweets. Here is more information. Getting Started with the Twitter API | Docs | Twitter Developer Platform

As your keyword in the screenshot is data science, I suspect you are following along some tutorial related to sentiment analysis in a data science program or just on your own learning. Twitter API used to allow for searching tweets and it was a very common demonstration for accessing a common API and performing sentiment analysis. After being purchased by Elon Musk, the api was converted to a paid model for all but the very basic functions, as shown here…authenticating and posting a tweet. It does not allow for searching as it once did without paying a substantial amount of money, in my opinion. There are other APIs to play with though. I’m not familiar with which would be the best that has a good library implementation of the api to be honest.

1 Like