😎
Python × Twitter API ツイート種類別にデータ取得する
キーワードを含むツイート数
累計の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
keyword = '五反田'
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# 検索実行
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
tweets_data.append(tweet.full_text.strip().replace('\n', '。') + '\n')
total_tweets_data.append(len(tweets_data))
# キーワードを含むツイート数（累計）を表示
for i in total_tweets_data:
print('-------------------------------------------')
print(i)
実行結果
当日の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
day_tweets_data = []
keyword = '五反田'
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# 検索実行
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
tweets_data.append(tweet.full_text.strip().replace('\n', '。') + '\n')
total_tweets_data.append(len(tweets_data))
# キーワードを含むツイート数（当日）
for i in range(len(total_tweets_data)):
if i > 0:
day_tweets_data.append(
total_tweets_data[i] - total_tweets_data[i - 1])
else:
day_tweets_data.append(total_tweets_data[i])
# キーワードを含むツイート数（当日）を表示
for i in day_tweets_data:
print('-------------------------------------------')
print(i)
実行結果
キーワードを含むRT数
累計の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
day_tweets_data = []
exclude_RT_data = []
total_exclude_RT_data = []
day_exclude_RT_data = []
total_RT_data = []
day_RT_data = []
keyword = '五反田'
key = keyword.ljust(len(keyword) + 1) + "exclude:retweets"
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# キーワードを含むツイート数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
tweets_data.append(tweet.full_text.strip().replace('\n', '。') + '\n')
total_tweets_data.append(len(tweets_data))
# キーワードを含む && RTを除くツイート数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=key,
lang='ja',
since=since[i],
until=until[i]).items():
total_exclude_RT_data.append(
tweet.full_text.strip().replace(
'\n', '。') + '\n')
exclude_RT_data.append(len(total_exclude_RT_data))
# ツイート数 - RTを除くツイート数 = RT数
total_RT_data = [x - y for (x, y) in zip(total_tweets_data, exclude_RT_data)]
# キーワードを含むRT数（累計）を表示
for i in total_RT_data:
print('-------------------------------------------')
print(i)
実行結果
当日の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
day_tweets_data = []
exclude_RT_data = []
total_exclude_RT_data = []
day_exclude_RT_data = []
total_RT_data = []
day_RT_data = []
keyword = '五反田'
key = keyword.ljust(len(keyword) + 1) + "exclude:retweets"
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# キーワードを含むツイート数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
tweets_data.append(tweet.full_text.strip().replace('\n', '。') + '\n')
total_tweets_data.append(len(tweets_data))
# キーワードを含む && RTを除くツイート数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=key,
lang='ja',
since=since[i],
until=until[i]).items():
total_exclude_RT_data.append(
tweet.full_text.strip().replace(
'\n', '。') + '\n')
exclude_RT_data.append(len(total_exclude_RT_data))
# ツイート数 - RTを除くツイート数 = RT数
total_RT_data = [x - y for (x, y) in zip(total_tweets_data, exclude_RT_data)]
# キーワードを含むRT数（当日）
for i in range(len(total_RT_data)):
if i > 0:
day_RT_data.append(total_RT_data[i] - total_RT_data[i - 1])
else:
day_RT_data.append(total_RT_data[i])
# キーワードを含むRT数（当日）を表示
for i in day_RT_data:
print('-------------------------------------------')
print(i)
実行結果
キーワードを含む引用数
累計の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
day_tweets_data = []
exclude_RT_data = []
total_exclude_RT_data = []
day_exclude_RT_data = []
total_RT_data = []
day_RT_data = []
quote_data = []
total_quote_data = []
day_quote_data = []
keyword = '五反田'
key = keyword.ljust(len(keyword) + 1) + "exclude:retweets"
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# キーワードを含む引用数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
quote_data.append(tweet.is_quote_status)
total_quote_data.append(quote_data.count(True))
# キーワードを含む引用数（累計）を表示
for i in total_quote_data:
print('-------------------------------------------')
print(i)
実行結果
当日の場合
import tweepy
import datetime
consumer_key = ""
consumer_secret = ""
access_token = ""
access_token_secret = ""
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth)
tweets_data = []
total_tweets_data = []
day_tweets_data = []
exclude_RT_data = []
total_exclude_RT_data = []
day_exclude_RT_data = []
total_RT_data = []
day_RT_data = []
quote_data = []
total_quote_data = []
day_quote_data = []
keyword = '五反田'
key = keyword.ljust(len(keyword) + 1) + "exclude:retweets"
since = []
until = []
# 日付をdatetimeオブジェクトに変更
sinceForm = '20210428'
untilForm = '20210501'
sinceDate = datetime.datetime.strptime(sinceForm, '%Y%m%d')
untilDate = datetime.datetime.strptime(
untilForm, '%Y%m%d') + datetime.timedelta(days=1)
diff = (untilDate - sinceDate).days
# since, untilリストを作成
for i in range(diff):
since.append(sinceDate + datetime.timedelta(days=i))
for i in range(diff):
until.append(untilDate + datetime.timedelta(days=-i))
until.reverse()
# キーワードを含む引用数（累計）を表示
for i in range(diff):
for tweet in tweepy.Cursor(
api.search,
tweet_mode='extended',
q=keyword,
lang='ja',
since=since[i],
until=until[i]).items():
quote_data.append(tweet.is_quote_status)
total_quote_data.append(quote_data.count(True))
# キーワードを含む引用数（当日）
for i in range(len(total_quote_data)):
if i > 0:
day_quote_data.append(total_quote_data[i] - total_quote_data[i - 1])
else:
day_quote_data.append(total_quote_data[i])
# キーワードを含む引用数（当日）を表示
for i in day_quote_data:
print('-------------------------------------------')
print(i)
実行結果
参考文献
- TwitterのSearch APIの使い方で混乱したのでまとめてみる
- Twitter Rest APIで取得できるデータのまとめ
- Django + TwitterAPIでアプリを作成する
- DjangoにPlotlyのグラフを表示する
- TweepyでTwitterの検索, いいね, リツイート
- 【Tweepy】TwitterAPIでのデータ収集で少し間違えた話
- pythonのmatplotlibでグラフを作成してみた
- Plotlyで作るグラフをDjangoで使う
- [Python] Plotlyでぐりぐり動かせるグラフを作る
- Plotlyで折れ線グラフや複合グラフ
- 【Python×TwitterAPI】Twitterクライアント作成までの道【APIで遊ぶ編】
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