Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -183,7 +183,7 @@ These datasets contain measurements of clothing fit from [RentTheRunway](https:/

### General Datasets

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|-------------------|-----------|-----------|--------------|----------|----------------------------|-----------|--------------|--------------|---------------------|
| 1 | [MovieLens](https://github.com/RUCAIBox/RecommenderSystems-Datasets/tree/master/dataset_info/MovieLens) | \- | \- | \- | \- | Rating | √ | √ | √ | |
| 2 | Anime | 73,515 | 11,200 | 7,813,737 | 99\.05% | Rating <br> \[\-1, 1\-10\] | | | √ | |
Expand Down Expand Up @@ -224,7 +224,7 @@ These datasets contain measurements of clothing fit from [RentTheRunway](https:/

### CTR Datasets

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|:------------------|-----------|-----------|--------------|----------|----------------------------|-----------|--------------|--------------|---------------------|
| 1 | Criteo | \- | \- | 45,850,617 | \- | Click | | | | √ |
| 2 | Avazu | \- | \- | 40,428,967 | \- | Click <br> \[0, 1\] | √ | | | √ |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/Amazon/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Amazon (2014)

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | -------------------------------------- | --------- | --------- | ------------ | --------- | ------------------ | --------- | ------------ | ------------ | ------------------- |
| 1 | Amazon\_Apps\_for\_Andorid | 1,323,884 | 61,275 | 2,638,172 | 99\.9967% | rating<br/>\[0,5\] | √ | | √ | |
| 2 | Amazon\_Beauty | 1,210,271 | 249,274 | 2,023,070 | 99\.9993% | rating<br/>\[0,5\] | √ | | √ | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/DIGINETICA/README.md
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
## DIGINETICA


| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | ------------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | DIGINETICA | 204789 | 184047 | 993483 | 99.99% | Click | √ | | √ | |
| 2 | DIGINETICA <br> \(duplicate removal\) | 204789 | 184074 | 835174 | 99.99% | Click | √ | | √ | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/Foursquare/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Foursquare

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | ------------------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | Foursquare\_NYC | 1083 | 38333 | 227428 | 99.45% | Check\-in | √ | | √ | |
| 2 | Foursquare\_NYC <br> \(duplicate removal\) | 1083 | 38333 | 91024 | 99.78% | Check\-in | √ | | √ | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/Gowalla/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Gowalla

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|------------------------------------|---------|-----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------|
| 1 | Gowalla | 107,092 | 1,280,969 | 6,442,892 | 99\.99% | Check\-in | √ | | | √ |
| 2 | Gowalla <br> \(duplicate removal\) | 107,092 | 1,280,969 | 3,981,334 | 99\.99% | Check\-in | √ | | | √ |
2 changes: 1 addition & 1 deletion dataset_info/KDD2010/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## KDD2010

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|------------------------------------------------|--------|-----------|--------------|----------|---------------------|-----------|--------------|--------------|---------------------|
| 1 | KDD2010\-bridge\-algebra2006\_2007 | 1,840 | 584,946 | 2,289,726 | 99\.79% | rating <br> \[0,1\] | | | | |
| 2 | KDD2010\-bridge\-algebra2008\_2009 | 3,310 | 1,259,272 | 8,918,054 | 99\.79% | rating <br> \[0,1\] | | | | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/LFM-1b/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## LFM-1b

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|--------------------------------------------|--------|----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------|
| 1 | lfm1b\_artists | 120,322 | 3,123,496 | 1,088,161,692| 99\.71% | Click | √ | √ | √ | √ |
| 2 | lfm1b\_artists <br> \(duplicate removal\) | 120,322 | 3,123,496 | 65,133,026 | 99\.98% | Click | √ | √ | √ | √ |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/MIND/MIND.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## MIND

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | ---------------- | ------- | ------ | ------------ | -------- | ------------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | mind_large_train | 711,223 | 27,047 | 83,507,374 | 99\.57% | Click <br> \[0,1\] | √ | | | |
| 2 | mind_large_dev | 255,991 | 6,998 | 14,085,557 | 99\.21% | Click <br> \[0,1\] | √ | | | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/MovieLens/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## MovieLens

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|----------|---------|--------|--------------|----------|-------------------------------------|-----------|--------------|--------------|---------------------|
| 1 | ml\-100k | 943 | 1,682 | 100,000 | 93\.70% | Rating <br> \[1\-5\] | √ | √ | √ | |
| 2 | ml\-1m | 6,040 | 3,952 | 1,000,209 | 95\.81% | Rating <br> \[1\-5\] | √ | √ | √ | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/Retailrocket/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Retailrocket

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|-------------------------------------------------------|-----------|---------|--------------|----------|------------------|-----------|--------------|--------------|---------------------|
| 1 | Retailrocket\_View | 1,404,179 | 234,838 | 2,664,312 | 99\.99% | View | √ | | | |
| 2 | Retailrocket\_View <br> \(duplicate removal\) | 1,404,179 | 234,838 | 2,132,127 | 99\.99% | View | √ | | | |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/Steam/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Steam

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | --------------------------------- | --------- | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | Steam | 2,567,538 | 32,135 | 7,793,069 | 99\.99% | Buy | √ | | √ | √ |
| 2 | Steam <br> \(duplicate removal\) | 2,567,538 | 32,135 | 3,043,146 | 99.99% | Buy | √ | | √ | √ |
2 changes: 1 addition & 1 deletion dataset_info/TaFeng/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## TaFeng

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | ----------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | Ta Feng | 32,266 | 23,812 | 817,741 | 99\.89% | Click | √ | √ | √ | √ |
| 2 | Ta Feng <br> \(duplicate removal\) | 32,266 | 23,812 | 743,228 | 99\.90% | Click | √ | √ | √ | √ |
2 changes: 1 addition & 1 deletion dataset_info/Tmall/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## Tmall

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|-----------------------------------------|---------|-----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------|
| 21 | Tmall\_Buy | 885,759 | 1,144,124 | 9,348,756 | 99\.99% | Buy | √ | | | |
| 23 | Tmall\_Buy <br> \(duplicate removal\) | 885,759 | 1,144,124 | 7,592,214 | 99\.99% | Buy | √ | | | √ |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/YOOCHOOSE/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## YOOCHOOSE

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
|----|----------------------------------------------|-----------|--------|--------------|----------|------------------|-----------|--------------|--------------|---------------------|
| 1 | YOOCHOOSE\_Buy | 509,696 | 19,949 | 1,150,753 | 99\.99% | Buy | √ | | | √ |
| 2 | YOOCHOOSE\_Buy <br> \(duplicate removal\) | 509,696 | 19,949 | 1,102,955 | 99\.99% | Buy | √ | | | √ |
Expand Down
2 changes: 1 addition & 1 deletion dataset_info/iPinYou/README.md
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## iPinYou

| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context |
| ---- | ------------------------------------------ | ---------- | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- |
| 1 | iPinYou\-View | 19,730,198 | 163 | 24,617,492 | 99\.23% | View | | √ | √ | √ |
| 2 | iPinYou\-View <br> \(duplicate removal\) | 19,730,198 | 163 | 23,579,242 | 99\.27% | View | | √ | √ | √ |
Expand Down