CROSS-BORDER TREND ALERTS AND VISUALIZATIONS
Systems and methods for cross-border trend alerts and visualizations are provided. In example embodiments, trade data corresponding to a plurality of transactions is accessed. Transaction attributes are extracted from the trade data. The plurality of transactions are filtered according to the extracted transaction attributes. A trend is inferred based on the extracted transaction attributes for the filtered plurality of transactions. A visualization representative of the filtered plurality of transactions is generated. The visualizations is displayed on a user interface of a user device.
1 . A system comprising:
a data module to access, from a couple data store, trade data corresponding to a plurality of transactions;
an extraction module to extract transaction attributes from the trade data, the transaction attributes including a cross-border relationship attribute indicating that a particular transaction is associated with a border transgression;
a filter module to filter the plurality of transactions according to the cross-border relationship attribute;
a trend module, implemented by at least one hardware processor of a machine, to infer a trend based on the extracted transaction attributes of the filtered plurality of transactions; and
a presentation module to:
generate a visualization representative of the filtered plurality of transactions using the extracted transaction attributes for the filtered plurality of transactions and the trend, and
cause display of the visualization on a user interface of a user device of a user.
2 . The system of claim 1 :
wherein the trend module is further to generate a trend alert message describing the trend in response to inferring the trend;
the system further comprising a communication module to automatically transmit the trend alert message to the user device of the user.
3 . The system of claim 1 :
wherein the presentation module is further to cause display of a user interface configured to receive a user-specification of a filter from the user device of the user, the user-specification of the filter including instructions for filtering the plurality of transactions according to user-specified transaction attributes;
the system further comprising a communication module to receive a user-specification of a filter from the user device of the user;
wherein the filtering the plurality of transactions is filtered according to the user-specification of the filter.
4 . The system of claim 1 :
wherein the data module is further to:
access user data for a plurality of users, the user data indicating user transaction activity,
identify a particular user among the plurality of users based on the user data and the cross-border relationship attribute, and
generate a link to a visualization configuration for the visualization representative of the filtered plurality of transactions filtered according to the user-specification of the filter;
the system further comprising a communication module to transmit the generated link to a user device of the particular user.
5 . A method comprising:
accessing trade data corresponding to a plurality of transactions;
extracting transaction attributes from the trade data, the transaction attributes including a cross-border relationship attribute indicating that a particular transaction is associated with a border transgression;
filtering the plurality of transactions according to the cross-border relationship attribute;
inferring a trend based on the extracted transaction attributes of the filtered plurality of transactions;
generating a visualization representative of the filtered plurality of transactions using the extracted transaction attributes for the filtered plurality of transactions and the trend; and
causing display of the visualization on a user interface of a user device of a user.
6 . The method of claim 5 , further comprising:
generating a trend alert message describing the trend in response to inferring the trend; and
automatically transmitting the trend alert message to the user device of the user.
7 . The method of claim 5 , further comprising:
causing display of a user interface configured to receive a user-specification of a filter from the user device of the user, the user-specification of the filter including instructions for filtering the plurality of transactions according to a user-specified transaction attribute; and
receiving a user-specification of a filter from the user device of the user,
wherein the filtering the plurality of transactions is filtered according to the user-specification of the filter.
8 . The method of claim 5 , further comprising:
accessing user data for a plurality of users, the user data indicating user transaction activity;
identifying a particular user among the plurality of users based on the user data and the cross-border relationship attribute;
generating a link to a visualization configuration for the visualization representative of the filtered plurality of transactions filtered according to the user-specification of the filter; and
transmitting the generated link to a user device of the particular user.
9 . The method of claim 5 , further comprising:
automatically performing a task on behalf of the user in response to inferring the trend, wherein the task comprises automatically listing for sale a portion of an inventory of the user associated with the trend.
10 . The method of claim 5 , wherein the trade data includes data for historical transactions and data for real-time transactions.
11 . The method of claim 5 , wherein the visualization shows bi-directional trade between a first country and a second country.
12 . The method of claim 5 , wherein the visualization comprises a chord diagram comprising chord lines that represent transactions between countries.
13 . A machine-readable medium having no transitory signals and storing instructions that, when executed by at least one processor of a machine, cause the machine to perform operations comprising:
accessing trade data corresponding to a plurality of transactions;
extracting transaction attributes from the trade data, the transaction attributes including a cross-border relationship attribute indicating that a particular transaction is associated with a border transgression;
filtering the plurality of transactions according to the cross-border relationship attribute;
inferring a trend based on the extracted transaction attributes of the filtered plurality of transactions;
generating a visualization representative of the filtered plurality of transactions using the extracted transaction attributes for the filtered plurality of transactions and the trend; and
causing display of the visualization on a user interface of a user device of a user.
14 . The machine-readable medium of claim 13 , wherein the operations further comprise:
generating a trend alert message describing the trend in response to inferring the trend; and
automatically transmitting a trend alert message to the user device of the user.
15 . The machine-readable medium of claim 13 , wherein the operations further comprise:
causing display of a user interface configured to receive a user-specification of a filter from the user device of the user, the user-specification of the filter including instructions for filtering the plurality of transactions according to user-specified transaction attributes; and
receiving a user-specification of a filter from the user device of the user,
wherein the filtering the plurality of transactions is filtered according to the user-specification of the filter.
16 . The machine-readable medium of claim 13 , wherein the operations further comprise:
accessing user data for a plurality of users, the user data indicating user transaction activity;
identifying a particular user among the plurality of users based on the user data and the cross-border relationship attribute;
generating a link to a visualization configuration for the visualization representative of the filtered plurality of transactions filtered according to the user-specification of the filter; and
transmitting the generated link to a user device of the particular user.
17 . The machine-readable medium of claim 13 , wherein the operations further comprise:
automatically performing a task on behalf of the user in response to inferring the trend, wherein the task comprises automatically listing for sale a portion of an inventory of the user associated with the trend.
18 . The machine-readable medium of claim 13 , wherein the trade data includes data for historical transactions and data for real-time transactions.
19 . The machine-readable medium of claim 13 , wherein the visualization shows bi-directional trade between a first country and a second country.
20 . The machine-readable medium of claim 13 , wherein the visualization comprises a chord diagram comprising chord lines that represent transactions between countries.