# Demonstrates the sentiment analysis capability of the expert.ai (Cloud based) Natural Language API performed by the 'sentiment' resource
from expertai.nlapi.cloud.client import ExpertAiClient
client2 = ExpertAiClient()
text = "Michael Jordan was one of the best basketball players of all time."
language = 'en'
output = client2.specific_resource_analysis(body={"document": {
"text": text
}},
params={
'language': language,
'resource': 'sentiment'
})
# Output overall sentiment
print("Output overall sentiment:")
print(output.sentiment.overall)
output = client2.specific_resource_analysis(body={"document": {
"text": text
}},
params={
'language': language,
'resource': 'sentiment'
})
# Output overall sentiment
from expertai.nlapi.cloud.client import ExpertAiClient
client = ExpertAiClient()
text = "Michael Jordan was one of the best basketball players of all time. Scoring was Jordan's stand-out skill, but he still holds a defensive NBA record, with eight steals in a half."
language = 'en'
output = client.specific_resource_analysis(body={"document": {
"text": text
}},
params={
'language': language,
'resource': 'relations'
})
# Output relations' data
print("Output relations' data:")
for relation in output.relations:
print(relation.verb.lemma, ":")
for related in relation.related:
print("\t", "(", related.relation, ")", related.lemma)
# Get precise business name and Yelp ID
myBizName = thebusinesses[0]["name"]
myBizID = thebusinesses[0]["id"]
# Get the Yelp reviewss
url = 'https://api.yelp.com/v3/businesses/' + myBizID + '/reviews'
resp = requests.get(url, headers=headers)
parsed = json.loads(resp.text)
thereviews = parsed["reviews"]
for theYelpReview in thereviews:
#print (theYelpReview["text"])
document = client.specific_resource_analysis(
body={"document": {"text": theYelpReview["text"]}},
params={'language': language, 'resource': 'sentiment'})
# Add sentiment scores to our masterList
masterList.append(document.sentiment.overall)
# Get Google Places info
url = 'https://maps.googleapis.com/maps/api/place/textsearch/json?query=' + myBizName + '+' + searchLocation + '&key=' + googleAPIKey
resp = requests.get(url)
parsed = json.loads(resp.text)
googleSearch = parsed["results"]
googleBizName = googleSearch[0]["name"]
googleBizID = googleSearch[0]["place_id"]
