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China Retail Investor Sentiment Analytics | Alternative Data | Soci...
China Retail Investor Sentiment Analytics | Alternative Data | Social Media |...
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China Retail Investor Sentiment Analytics | Alternative Data | Social Media | China, Hong Kong, US stocks | Intra-day Update product image in hero

China Retail Investor Sentiment Analytics | Alternative Data | Social Media | China, Hong Kong, US stocks | Intra-day Update

Datago Technology Limited
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Data Samples
XACRIS-V3_natural_day_stat_Sample.csv GACRIS-V3_natural_day_basic_stat_Sample.csv
#
stock_id
figi
pub_date
relevant_type
like_neg_sum
fav_neg_sum
retweet_neg_sum
reply_neg_sum
post_neg_sum
uid_neg
user_avg_barage_neg
like_neu_sum
fav_neu_sum
retweet_neu_sum
reply_neu_sum
post_neu_sum
uid_neu
user_avg_barage_neu
like_pos_sum
fav_pos_sum
retweet_pos_sum
reply_pos_sum
post_pos_sum
uid_pos
user_avg_barage_pos
like_all_sum
fav_all_sum
retweet_all_sum
reply_all_sum
post_all_sum
uid_all
user_avg_barage_all
senti_score_div
senti_score_log
senti_conform
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx
2 Xxxxx xxxxxx xxxxxxx xxxxxxx Xxxxx xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx xxxxxx xxxxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx
3 Xxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxx xxxxxxxxx Xxxxxxx xxxxx Xxxxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxx Xxxxxxxxxx xxxxxx xxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx xxxxx
4 xxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxx xxxxxxx Xxxxxx xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxxx
5 Xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxx Xxxxxxx Xxxxx Xxxxxx Xxxxx Xxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxx Xxxxxx xxxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxxx
6 xxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxx Xxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxx xxxxx Xxxxxx xxxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxxx Xxxxx Xxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx xxxxxx xxxxx Xxxxxxxxxx
7 Xxxxxxxxx xxxxxxx Xxxxxx Xxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx Xxxxx xxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxx Xxxxxxxx xxxxx xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxx
8 Xxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxx Xxxxx Xxxxx Xxxxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxx xxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxxxx Xxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx
9 Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx xxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx Xxxxxxx xxxxxxx Xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxx xxxxxx xxxxxxxx xxxxxx Xxxxxxxx xxxxxxxxx xxxxx
10 Xxxxxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxx xxxxxxxxx xxxxx Xxxxx Xxxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxx xxxxxxxxxx xxxxxxxx Xxxxx xxxxxxxx xxxxxx Xxxxxxxx
... xxxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxx Xxxxx Xxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxx Xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxx xxxxxxx xxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxx Xxxxxxx xxxxxxxxxx Xxxxxxx Xxxxxxxxxx xxxxx xxxxxxx xxxxxxxxx xxxxxxxxx xxxxxx xxxxxx Xxxxxxxxxx
Sign In To Preview Data
#
stock_id
figi
pub_date
read_neg_sum
reply_neg_sum
post_neg_sum
user_neg
user_avg_bar_age_neg
read_neu_sum
reply_neu_sum
post_neu_sum
user_neu
user_avg_bar_age_neu
read_pos_sum
reply_pos_sum
post_pos_sum
user_pos
user_avg_bar_age_pos
read_all_sum
reply_all_sum
post_all_sum
user_all
user_avg_bar_age_all
senti_score_div
senti_score_log
senti_conform
1 xxxxxxxxxx Xxxxxxxxx xxxxxx xxxxxxxxxx Xxxxx Xxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxx Xxxxx xxxxxxxxxx xxxxxx Xxxxxxxxxx xxxxxx Xxxxx Xxxxxx xxxxx xxxxxxxx xxxxxxx Xxxxx
2 Xxxxxxxx xxxxxxxxxx xxxxxx Xxxxxxxxx xxxxxx Xxxxxxxxx Xxxxxxxxx xxxxxxxxxx Xxxxxx Xxxxx xxxxxx xxxxxxx xxxxxxx Xxxxx xxxxxx Xxxxxxxxxx xxxxxxxx xxxxxx Xxxxx Xxxxxxx xxxxxx Xxxxxxxx Xxxxxxx Xxxxx xxxxxx xxxxxxxxxx
3 Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxx xxxxxxxx xxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxx xxxxxxx xxxxxxxxx Xxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxxx xxxxxxxxx Xxxxx xxxxxxxx Xxxxxxx xxxxxxxxx Xxxxxxx
4 xxxxx Xxxxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxx xxxxxx Xxxxxxxxx xxxxx Xxxxxxxxxx xxxxxx xxxxx xxxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxx xxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx
5 xxxxx xxxxxxxx xxxxxx Xxxxxxxxxx xxxxxxxxxx Xxxxx xxxxxxx Xxxxxxxx Xxxxxxx xxxxx xxxxxxxx xxxxxxxxxx Xxxxxx xxxxxxxxx Xxxxx xxxxx xxxxxxxxx xxxxxxx Xxxxxxxxx Xxxxxxx xxxxxxxxxx Xxxxx xxxxxxxxx xxxxxxx Xxxxxx xxxxxxxxx
6 xxxxx Xxxxxxx xxxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxxx Xxxxxxxx xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxx Xxxxx Xxxxxxx Xxxxx Xxxxxx Xxxxx Xxxxxxxxx xxxxxx xxxxxxxx Xxxxxxxxx Xxxxxx
7 Xxxxxxxxxx Xxxxxx Xxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxx Xxxxxx xxxxxxxxx xxxxxxx xxxxxxxxx Xxxxxxxxxx xxxxxxxxx Xxxxx Xxxxx Xxxxxxxxx xxxxxxxxxx xxxxxx xxxxxxxxx xxxxxxx Xxxxxxx Xxxxxxxxxx Xxxxxxxxxx Xxxxxxxx Xxxxxxxxx xxxxx
8 Xxxxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxxx xxxxxxx Xxxxxxxx xxxxx Xxxxxx xxxxxx xxxxxxxx xxxxxxx Xxxxx Xxxxxxxxx Xxxxx Xxxxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx xxxxx Xxxxxxxxxx Xxxxxxx xxxxxxxxx xxxxxxx xxxxxxxxxx xxxxxx
9 xxxxx Xxxxxxxxxx Xxxxxxxxx xxxxxxx Xxxxxx Xxxxx Xxxxxxxx xxxxxxxxx xxxxxxxx Xxxxxx xxxxxxxxxx xxxxxxxxx xxxxx Xxxxx xxxxxxx xxxxxxxxxx Xxxxxx Xxxxxxxxx xxxxxxx Xxxxxxxx xxxxx xxxxx Xxxxxxxxxx Xxxxxxx Xxxxxxxx Xxxxxxx
10 xxxxx xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxxx xxxxxxx Xxxxx xxxxxxxxx xxxxxxxx Xxxxxxxx xxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxx Xxxxxxxx Xxxxxxxxxx Xxxxxxx Xxxxxx Xxxxxxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx Xxxxx Xxxxx Xxxxx Xxxxxxx
... xxxxx xxxxxxxxx xxxxxxx Xxxxxxx xxxxxx xxxxxxxxxx xxxxxxxxxx Xxxxxxx xxxxxxxxx Xxxxx xxxxxxx Xxxxxx Xxxxx xxxxxxxxxx xxxxxxxxx Xxxxxxxxxx Xxxxxxxxx Xxxxxxxx xxxxxxxxx Xxxxxxx Xxxxxxx Xxxxx xxxxxxxxxx Xxxxxxxxx Xxxxxxx Xxxxxxx
Sign In To Preview Data
XACRIS-V3_natural_day_stat_Sample.csv GACRIS-V3_natural_day_basic_stat_Sample.csv
Volume
5K
A-share
Avail. Formats
.json and .csv
File
Coverage
3
Countries
History
17
years

Data Dictionary

[Sample] XACRIS-V3_natural_day_stat_Sample.csv
Attribute Type Example Mapping
stock_id
 String 000001.SZ
figi
 String BBG000BZDPV5
pub_date
 DateTime 2024-04-01T00:00:00+00:00
relevant_type
 Integer 1
like_neg_sum
 Integer 0
fav_neg_sum
 Integer 0
retweet_neg_sum
 Integer 0
reply_neg_sum
 Integer 1
post_neg_sum
 Integer 6
uid_neg
 Integer 6
user_avg_barage_neg
 Integer 2587
like_neu_sum
 Integer 33
fav_neu_sum
 Integer 5
retweet_neu_sum
 Integer 0
reply_neu_sum
 Integer 16
post_neu_sum
 Integer 14
uid_neu
 Integer 13
user_avg_barage_neu
 Integer 1370
like_pos_sum
 Integer 307
fav_pos_sum
 Integer 201
retweet_pos_sum
 Integer 27
reply_pos_sum
 Integer 167
post_pos_sum
 Integer 20
uid_pos
 Integer 16
user_avg_barage_pos
 Integer 1894
like_all_sum
 Integer 340
fav_all_sum
 Integer 206
retweet_all_sum
 Integer 27
reply_all_sum
 Integer 184
post_all_sum
 Integer 40
uid_all
 Integer 35
user_avg_barage_all
 Integer 1818
senti_score_div
 Float 0.35
senti_score_log
 Float 1.09861
senti_conform
 Float 0.0632503
[Sample] GACRIS-V3_natural_day_basic_stat_Sample.csv
Attribute Type Example Mapping
stock_id
 String 000001.SZ
figi
 String BBG000BZDPV5
pub_date
 DateTime 2024-04-01T00:00:00+00:00
read_neg_sum
 Integer 6491
reply_neg_sum
 Integer 81
post_neg_sum
 Integer 51
user_neg
 Integer 40
user_avg_bar_age_neg
 Integer 1580
read_neu_sum
 Integer 1611
reply_neu_sum
 Integer 8
post_neu_sum
 Integer 6
user_neu
 Integer 4
user_avg_bar_age_neu
 Integer 657
read_pos_sum
 Integer 5685
reply_pos_sum
 Integer 40
post_pos_sum
 Integer 25
user_pos
 Integer 22
user_avg_bar_age_pos
 Integer 1892
read_all_sum
 Integer 13787
reply_all_sum
 Integer 129
post_all_sum
 Integer 82
user_all
 Integer 54
user_avg_bar_age_all
 Integer 1650
senti_score_div
 Float -0.317073
senti_score_log
 Float -0.693147
senti_conform
 Float 0.0515989

Description

Gain insight into popularity indicators and sentiment data of all A-share, Hong Kong stocks and popular US stocks, and understand the investment interests of China’s retail investors from Guba and Xueqiu, the popular stock forums in China.
China Retail Investor Sentiment Analytics provides sentiment analytics of Chinese retail investors based on 2 stock forums, Guba (GACRIS dataset) and Xueqiu (XACRIS dataset), the most popular stock forums in China from 2007. By utilizing in-house NLP models which are dedicatedly optimized for Chinese stock forum posts and trained on a proprietary manually labeled and cross-checked training data, the dataset provides accurate text analytics of post content, including but not limited to quality, sentiment, and relevant stocks with relevance score. In addition to the aggregated statistics of stock sentiment and popularity, the dataset also provides rich and fine-grained information for each user/post in record level. For example, it reports the registration time, number of followers for each user, and also the replies/readings and province being published for each post. Moreover, these meta data are processed in point-in-Time (PIT) manner since 2019. The dataset could help clients easily capture the sentiment and popularity among millions of Chinese retail investors. On the other hand, it also offers flexibility for clients to customize novel analytics, such as studying the sentiment (conformity/divergence) of users of different level of influence or posts of different hotness, or simply filtering the posts published by users which are too active/positive/negative in a time window when aggregating the statistics. Coverage: All A-share and Hong Kong stocks, 300+ popular US stocks Update Frequency: Daily or intra-day

Country Coverage

Asia (2)
China
Hong Kong
North America (1)
United States of America

History

17 years of historical data

Volume

5,000 A-share
2,900 Hong Kong stocks
300 U.S. stocks

Pricing

License Starts at
One-off purchase Not available
Monthly License Not available
Yearly License Available
Usage-based Not available
Request detailed pricing

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
SFTP
Frequency
daily
Format
.json
.csv

Use Cases

Trading Systematic Trading
Quantitative Investing

Categories

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Frequently asked questions

What is China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update?

Gain insight into popularity indicators and sentiment data of all A-share, Hong Kong stocks and popular US stocks, and understand the investment interests of China’s retail investors from Guba and Xueqiu, the popular stock forums in China.

What is China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update used for?

This product has 3 key use cases. Datago Technology Limited recommends using the data for Trading, Systematic Trading, and Quantitative Investing. Global businesses and organizations buy Social Media Data from Datago Technology Limited to fuel their analytics and enrichment.

Who can use China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update?

This product is best suited if you’re a Enterprise, Small Business, or Medium-sized Business looking for Social Media Data. Get in touch with Datago Technology Limited to see what their data can do for your business and find out which integrations they provide.

How far back does the data in China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update go?

This product has 17 years of historical coverage. It can be delivered on a daily basis.

Which countries does China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update cover?

This product includes data covering 3 countries like USA, China, and Hong Kong. Datago Technology Limited is headquartered in Hong Kong.

How much does China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update cost?

Pricing information for China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update is available by getting in contact with Datago Technology Limited. Connect with Datago Technology Limited to get a quote and arrange custom pricing models based on your data requirements.

How can I get China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update?

Businesses can buy Social Media Data from Datago Technology Limited and get the data via S3 Bucket and SFTP. Depending on your data requirements and subscription budget, Datago Technology Limited can deliver this product in .json and .csv format.

What is the data quality of China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update?

You can compare and assess the data quality of Datago Technology Limited using Datarade’s data marketplace.

What are similar products to China Retail Investor Sentiment Analytics Alternative Data Social Media China, Hong Kong, US stocks Intra-day Update?

This product has 3 related products. These alternatives include Retail Investor Sentiment Analytics-Australia (RISA-Australia) Social Media Data Daily Update Alternative Data 2300+ ASX stocks, Webautomation Social Media Data Reddit/ Twitter User Generate Content & Discussions GDPR Compliant, and Dataplex: Reddit Data Global Social Media Data 2.1M+ subreddits: trends, audience insights + more Ideal for Interest-Based Segmentation. You can compare the best Social Media Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request
License Starts at
One-off purchase Not available
Monthly License Not available
Yearly License Available
Usage-based Not available

Datago Technology Limited

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