date
date32 | competitor_1
stringlengths 1
71
| competitor_2
stringlengths 2
71
| outcome
float64 0
1
| match_id
stringlengths 16
115
| page
stringlengths 35
133
|
|---|---|---|---|---|---|
2011-09-12 |
EYES ON U
|
DRUCKWELLE
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 4_6
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-12 |
Tt Dragons
|
MyRevenge
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 4_7
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
ALTERNATE aTTaX
|
Team Acer
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 5_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
EVOPLAY
|
LogiX
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 5_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
GIVE IT ALL
|
Mortal Teamwork
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 5_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
Team gamed!de
|
InCardia
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 5_4
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
Playground Avenue
|
DRUCKWELLE
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 5_5
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
EYES ON U
|
Peculiar gaming
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 5_6
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
SK Gaming
|
MyRevenge
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 5_7
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-19 |
Tt Dragons
|
dotpiXels
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 5_8
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
SK Gaming
|
dotpiXels
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 4_8
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
ALTERNATE aTTaX
|
EVOPLAY
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 6_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
LogiX
|
Team Acer
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 6_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
GIVE IT ALL
|
Team gamed!de
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 6_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
InCardia
|
Mortal Teamwork
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 6_4
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
Playground Avenue
|
EYES ON U
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 6_5
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
Peculiar gaming
|
DRUCKWELLE
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 6_6
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
SK Gaming
|
Tt Dragons
| 1 |
ESL Pro Series Germany/Winter 2011_Matchday 6_7
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-09-26 |
dotpiXels
|
MyRevenge
| 0 |
ESL Pro Series Germany/Winter 2011_Matchday 6_8
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-10-03 |
EHOME
|
SK Gaming
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group A_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
CrossGaming
|
Invictus Gaming
| 0 |
IEM Season VI - Global Challenge Guangzhou_Group A_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
CrossGaming
|
SK Gaming
| 0 |
IEM Season VI - Global Challenge Guangzhou_Group A_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
EHOME
|
Invictus Gaming
| 0 |
IEM Season VI - Global Challenge Guangzhou_Group A_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Invictus Gaming
|
SK Gaming
| 0 |
IEM Season VI - Global Challenge Guangzhou_Group A_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
CrossGaming
|
EHOME
| 0 |
IEM Season VI - Global Challenge Guangzhou_Group A_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Team WE
|
Millenium
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Counter Logic Gaming
|
Team Flash.Singapore
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Counter Logic Gaming
|
Millenium
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Team WE
|
Team Flash.Singapore
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Millenium
|
Team Flash.Singapore
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-03 |
Team WE
|
Counter Logic Gaming
| 1 |
IEM Season VI - Global Challenge Guangzhou_Group B_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-04 |
Team WE
|
EHOME
| 1 |
IEM Season VI - Global Challenge Guangzhou_Semifinals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-04 |
SK Gaming
|
Counter Logic Gaming
| 0 |
IEM Season VI - Global Challenge Guangzhou_Semifinals_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-05 |
SK Gaming
|
EHOME
| 1 |
IEM Season VI - Global Challenge Guangzhou_Third-Place Match_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-05 |
Team WE
|
Counter Logic Gaming
| 1 |
IEM Season VI - Global Challenge Guangzhou_Finals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Guangzhou
|
2011-10-13 |
Dignitas
|
TSM
| 1 |
IEM Season VI - Global Challenge New York_Group A_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-13 |
Fnatic
|
Counter Logic Gaming
| 1 |
IEM Season VI - Global Challenge New York_Group A_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-13 |
Dignitas
|
Counter Logic Gaming
| 0 |
IEM Season VI - Global Challenge New York_Group A_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-13 |
Fnatic
|
TSM
| 1 |
IEM Season VI - Global Challenge New York_Group A_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-13 |
TSM
|
Counter Logic Gaming
| 0 |
IEM Season VI - Global Challenge New York_Group A_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-13 |
Dignitas
|
Fnatic
| 0 |
IEM Season VI - Global Challenge New York_Group A_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
V8 eSports
|
Team Curse
| 0 |
IEM Season VI - Global Challenge New York_Group B_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
V8 eSports
|
Team Sypher
| 0 |
IEM Season VI - Global Challenge New York_Group B_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
SK Gaming
|
Team Sypher
| 1 |
IEM Season VI - Global Challenge New York_Group B_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
SK Gaming
|
Team Curse
| 1 |
IEM Season VI - Global Challenge New York_Group B_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
V8 eSports
|
SK Gaming
| 0 |
IEM Season VI - Global Challenge New York_Group B_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-14 |
Team Sypher
|
Team Curse
| 1 |
IEM Season VI - Global Challenge New York_Group B_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-15 |
Fnatic
|
Team Sypher
| 1 |
IEM Season VI - Global Challenge New York_Semifinals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-15 |
SK Gaming
|
Counter Logic Gaming
| 1 |
IEM Season VI - Global Challenge New York_Semifinals_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-16 |
Team Sypher
|
Counter Logic Gaming
| 1 |
IEM Season VI - Global Challenge New York_Third-Place Match_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-16 |
Fnatic
|
SK Gaming
| 1 |
IEM Season VI - Global Challenge New York_Finals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_New_York
|
2011-10-21 |
Team Acer
|
DRUCKWELLE
| 1 |
ESL Pro Series Germany/Winter 2011_Quarterfinals_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-10-24 |
Team gamed!de
|
SK Gaming
| 1 |
ESL Pro Series Germany/Winter 2011_Quarterfinals_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-10-24 |
Mortal Teamwork
|
ALTERNATE aTTaX
| 0 |
ESL Pro Series Germany/Winter 2011_Quarterfinals_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-10-24 |
Tt Dragons
|
Peculiar gaming
| 0 |
ESL Pro Series Germany/Winter 2011_Quarterfinals_4
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-12-03 |
Team Acer
|
Team gamed!de
| 1 |
ESL Pro Series Germany/Winter 2011_Semifinals_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-12-03 |
ALTERNATE aTTaX
|
Peculiar gaming
| 1 |
ESL Pro Series Germany/Winter 2011_Semifinals_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2011-12-04 |
Team Acer
|
ALTERNATE aTTaX
| 0 |
ESL Pro Series Germany/Winter 2011_Finals_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2012-01-10 |
Peculiar gaming
|
Team gamed!de
| 0 |
ESL Pro Series Germany/Winter 2011_Third-Place Match_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Winter_2011
|
2012-01-19 |
White Lotus
|
SK Gaming
| 0 |
IEM Season VI - Global Challenge Kiev_Group A_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-19 |
TSM
|
Team Curse
| 1 |
IEM Season VI - Global Challenge Kiev_Group A_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-19 |
Team Curse
|
White Lotus
| 1 |
IEM Season VI - Global Challenge Kiev_Group A_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-19 |
TSM
|
SK Gaming
| 1 |
IEM Season VI - Global Challenge Kiev_Group A_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-19 |
White Lotus
|
TSM
| 0 |
IEM Season VI - Global Challenge Kiev_Group A_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-19 |
SK Gaming
|
Team Curse
| 1 |
IEM Season VI - Global Challenge Kiev_Group A_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Against All authority
|
Team Sypher
| 1 |
IEM Season VI - Global Challenge Kiev_Group B_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Moscow Five
|
Dignitas
| 1 |
IEM Season VI - Global Challenge Kiev_Group B_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Moscow Five
|
Team Sypher
| 1 |
IEM Season VI - Global Challenge Kiev_Group B_3
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Against All authority
|
Dignitas
| 0 |
IEM Season VI - Global Challenge Kiev_Group B_4
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Against All authority
|
Moscow Five
| 0 |
IEM Season VI - Global Challenge Kiev_Group B_5
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-20 |
Dignitas
|
Team Sypher
| 1 |
IEM Season VI - Global Challenge Kiev_Group B_6
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-21 |
Moscow Five
|
SK Gaming
| 1 |
IEM Season VI - Global Challenge Kiev_Semifinals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-21 |
TSM
|
Dignitas
| 1 |
IEM Season VI - Global Challenge Kiev_Semifinals_2
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-22 |
Dignitas
|
SK Gaming
| 1 |
IEM Season VI - Global Challenge Kiev_Third-Place Match_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-22 |
Moscow Five
|
TSM
| 1 |
IEM Season VI - Global Challenge Kiev_Finals_1
|
https://lol.fandom.com/wiki/IEM_Season_VI_-_Global_Challenge_Kiev
|
2012-01-27 |
SK Gaming
|
Gameburg Team
| 1 |
Kings of Europe_Group A_1
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Moscow Five
|
Team Mistral
| 1 |
Kings of Europe_Group A_2
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
SK Gaming
|
Team Mistral
| 0 |
Kings of Europe_Group A_3
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Moscow Five
|
Gameburg Team
| 1 |
Kings of Europe_Group A_4
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
SK Gaming
|
Moscow Five
| 0 |
Kings of Europe_Group A_5
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Team Mistral
|
Gameburg Team
| 1 |
Kings of Europe_Group A_6
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Against All authority
|
Counter Logic Gaming Europe
| 0 |
Kings of Europe_Group B_1
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Team Sypher
|
Fnatic
| 1 |
Kings of Europe_Group B_2
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Against All authority
|
Team Sypher
| 0 |
Kings of Europe_Group B_3
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-27 |
Counter Logic Gaming Europe
|
Fnatic
| 1 |
Kings of Europe_Group B_4
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-28 |
Against All authority
|
Fnatic
| 1 |
Kings of Europe_Group B_5
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-28 |
Team Sypher
|
Counter Logic Gaming Europe
| 0 |
Kings of Europe_Group B_6
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-28 |
Moscow Five
|
Team Sypher
| 1 |
Kings of Europe_Semifinals_1
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-28 |
Team Mistral
|
Counter Logic Gaming Europe
| 0 |
Kings of Europe_Semifinals_2
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-29 |
Team Sypher
|
Team Mistral
| 0 |
Kings of Europe_Third Place_1
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-01-31 |
Moscow Five
|
Counter Logic Gaming Europe
| 0 |
Kings of Europe_Finals_1
|
https://lol.fandom.com/wiki/Kings_of_Europe
|
2012-02-13 |
LogiX
|
Peculiar gaming
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 1_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-13 |
ALTERNATE aTTaX
|
Team gamed!de
| 0 |
ESL Pro Series Germany/Spring 2012_Matchday 1_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-13 |
ESC Gaming
|
Team Acer
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 1_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-15 |
LogiX
|
Team Acer
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 2_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-15 |
ALTERNATE aTTaX
|
Team MegashocK
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 2_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-15 |
ESC Gaming
|
Peculiar gaming
| 0 |
ESL Pro Series Germany/Spring 2012_Matchday 2_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-20 |
LogiX
|
Team MegashocK
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 3_1
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-20 |
ALTERNATE aTTaX
|
N!faculty
| 0 |
ESL Pro Series Germany/Spring 2012_Matchday 3_2
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
2012-02-20 |
ESC Gaming
|
Team gamed!de
| 1 |
ESL Pro Series Germany/Spring 2012_Matchday 3_3
|
https://lol.fandom.com/wiki/ESL_Pro_Series_Germany/Spring_2012
|
Subsets and Splits
Player Match Stats and Win Rates
Provides detailed statistics on each player's performance, including win rate, total matches played, and the time period of their activity, revealing patterns in player success over time.
_Call^^^^:^^^^
This query categorizes players into win rate groups and provides detailed statistics for each group, revealing patterns in player performance over time.
Top Competitor Pairs
Reveals the most frequently competing pairs of players, highlighting common matchups in the dataset.
Player Win Rates
Calculates and ranks each player's win rate, total wins, and total matches played, providing valuable insights into player performance.
Top 50 Players by Win Rate
The query reveals the top 50 most effective players in League of Legends based on their win rates in at least 10 matches, providing insightful performance data to analyze.
Top Players by Wins 2022
Reveals the top-performing Tetris players based on win counts over the last two years.
Team Wins from 2022-2
The query identifies the winning teams in the League of Legends matches for the years 2022 to 2025, revealing which teams have won the most matches during this period.
Competitor Pairs Network
The query provides a basic list of competitor pairs, showing both directions of competition, but does not offer significant analytical insight.