Using Str.findall To Retrieve The Exact Match From Dictionary
I have the following dictionary dictionary = {'car':1234, 'light-blue':112, 'orange':34, 'blue':1, 'cargo yellow':35} And the following dataframe df_data = {'sentence': ['the summ
Solution 1:
Prepare input data:
data = {27695: 'I am legit happy because of these news.',
143703: "Something seems suspicious.I can't recognize that...",
...
48645: 'lol.',
185265: 'Maybe there is a chance the infinity war sets are next'}
df = pd.DataFrame({"sentence": data.values()}, index=data.keys())
Find full words:
out = df.sentence.str.findall('|'.join([fr'\b{w}\b'for w in dictionary.keys()])) \
.apply(lambda l: ','.join(l))
Display only matched results:
>>> out[out != '']
56082 blue,orange
134801 blue
102078 blue
106617 blue
204968 blue
139796 cargo yellow
Name: sentence, dtype: object
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