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https://github.com/DavidGailleton/42-Piscine_Python.git
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367 lines
11 KiB
Python
367 lines
11 KiB
Python
def list_comprehension_example(
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data: dict[str, dict[str, int | str] | list[dict[str, str | int | bool]]],
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) -> None:
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print("=== List Comprehension Examples ===")
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high_score = [
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x for x in data["players"] if data["players"][x]["total_score"] > 2000
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]
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print(f"High scorers (>2000): {high_score}")
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scores_doubled = [
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data["players"][x]["total_score"] * 2 for x in data["players"]
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]
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print(f"Scores doubled: {scores_doubled}")
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active_players = [
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x
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for x in data["players"]
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if data["players"][x]["sessions_played"] > 29
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]
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print(f"Active players: {active_players}")
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def dict_comprehension_example(
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data: dict[str, dict[str, int | str] | list[dict[str, str | int | bool]]],
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) -> None:
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print("=== Dict Comprehension Examples ===")
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player_scores = {
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player: data["players"][player]["total_score"]
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for player in data["players"]
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}
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print(f"Player scores: {player_scores}")
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score_categories = {category["mode"]: 1 for category in data["sessions"]}
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print(f"Score categories: {score_categories}")
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achievements_count = {
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player: data["players"][player]["achievements_count"]
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for player in data["players"]
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}
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print(f"Achievement counts: {achievements_count}")
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def set_comprehension_example(
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data: dict[str, dict[str, int | str] | list[dict[str, str | int | bool]]],
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) -> None:
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print("=== Set Comprehension Examples ===")
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unique_player: set[str] = {
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session["player"] for session in data["sessions"]
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}
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print(f"Unique player: {unique_player}")
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unique_achievements: set[str] = {
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achievement for achievement in data["achievements"]
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}
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print(f"unique achievements: {unique_achievements}")
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available_gamemode: set[str] = {gm for gm in data["game_modes"]}
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print(f"Available gamemode: {available_gamemode}")
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def combined_analysis(
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data: dict[str, dict[str, int | str] | list[dict[str, str | int | bool]]],
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) -> None:
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print("=== combined Analysis ===")
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unique_player: set[str] = {
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session["player"] for session in data["sessions"]
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}
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print(f"Total player: {len(unique_player)}")
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unique_achievements: set[str] = {
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achievement for achievement in data["achievements"]
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}
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print(f"Total unique achievements: {len(unique_achievements)}")
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total_score: list[int] = [session["score"] for session in data["sessions"]]
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avg_score = sum(total_score) / len(total_score)
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print(f"Average score: {avg_score:.2f}")
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performers = {
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player: data["players"][player]["total_score"]
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for player in data["players"]
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}
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best_player = max(performers, key=performers.get)
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print(f"Top performer: {best_player}\
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({data['players'][best_player]['total_score']}\
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points, {data['players'][best_player]['achievements_count']} achievements)")
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def comprehension_tester(
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data: dict[str, dict[str, int | str] | list[dict[str, str | int | bool]]],
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) -> None:
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try:
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print("=== game Analytics Dashboard ===\n")
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list_comprehension_example(data)
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print()
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dict_comprehension_example(data)
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print()
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set_comprehension_example(data)
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print()
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combined_analysis(data)
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except Exception as err:
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print(err)
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if __name__ == "__main__":
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data = {
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"players": {
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"alice": {
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"level": 41,
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"total_score": 2824,
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"sessions_played": 13,
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"favorite_mode": "ranked",
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"achievements_count": 5,
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},
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"bob": {
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"level": 16,
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"total_score": 4657,
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"sessions_played": 27,
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"favorite_mode": "ranked",
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"achievements_count": 2,
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},
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"charlie": {
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"level": 44,
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"total_score": 9935,
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"sessions_played": 21,
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"favorite_mode": "ranked",
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"achievements_count": 7,
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},
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"diana": {
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"level": 3,
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"total_score": 1488,
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"sessions_played": 21,
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"favorite_mode": "casual",
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"achievements_count": 4,
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},
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"eve": {
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"level": 33,
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"total_score": 1434,
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"sessions_played": 81,
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"favorite_mode": "casual",
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"achievements_count": 7,
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},
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"frank": {
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"level": 15,
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"total_score": 8359,
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"sessions_played": 85,
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"favorite_mode": "competitive",
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"achievements_count": 1,
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},
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},
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"sessions": [
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{
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"player": "bob",
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"duration_minutes": 94,
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"score": 1831,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "bob",
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"duration_minutes": 32,
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"score": 1478,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "diana",
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"duration_minutes": 17,
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"score": 1570,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "alice",
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"duration_minutes": 98,
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"score": 1981,
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"mode": "ranked",
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"completed": True,
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},
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{
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"player": "diana",
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"duration_minutes": 15,
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"score": 2361,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "eve",
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"duration_minutes": 29,
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"score": 2985,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "frank",
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"duration_minutes": 34,
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"score": 1285,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "alice",
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"duration_minutes": 53,
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"score": 1238,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "bob",
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"duration_minutes": 52,
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"score": 1555,
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"mode": "casual",
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"completed": False,
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},
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{
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"player": "frank",
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"duration_minutes": 92,
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"score": 2754,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "eve",
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"duration_minutes": 98,
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"score": 1102,
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"mode": "casual",
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"completed": False,
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},
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{
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"player": "diana",
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"duration_minutes": 39,
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"score": 2721,
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"mode": "ranked",
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"completed": True,
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},
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{
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"player": "frank",
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"duration_minutes": 46,
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"score": 329,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "charlie",
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"duration_minutes": 56,
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"score": 1196,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "eve",
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"duration_minutes": 117,
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"score": 1388,
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"mode": "casual",
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"completed": False,
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},
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{
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"player": "diana",
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"duration_minutes": 118,
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"score": 2733,
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"mode": "competitive",
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"completed": True,
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},
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{
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"player": "charlie",
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"duration_minutes": 22,
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"score": 1110,
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"mode": "ranked",
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"completed": False,
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},
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{
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"player": "frank",
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"duration_minutes": 79,
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"score": 1854,
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"mode": "ranked",
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"completed": False,
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},
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{
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"player": "charlie",
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"duration_minutes": 33,
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"score": 666,
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"mode": "ranked",
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"completed": False,
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},
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{
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"player": "alice",
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"duration_minutes": 101,
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"score": 292,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "frank",
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"duration_minutes": 25,
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"score": 2887,
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"mode": "competitive",
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"completed": True,
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},
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{
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"player": "diana",
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"duration_minutes": 53,
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"score": 2540,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "eve",
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"duration_minutes": 115,
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"score": 147,
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"mode": "ranked",
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"completed": True,
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},
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{
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"player": "frank",
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"duration_minutes": 118,
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"score": 2299,
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"mode": "competitive",
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"completed": False,
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},
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{
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"player": "alice",
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"duration_minutes": 42,
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"score": 1880,
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"mode": "casual",
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"completed": False,
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},
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{
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"player": "alice",
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"duration_minutes": 97,
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"score": 1178,
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"mode": "ranked",
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"completed": True,
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},
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{
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"player": "eve",
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"duration_minutes": 18,
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"score": 2661,
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"mode": "competitive",
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"completed": True,
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},
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{
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"player": "bob",
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"duration_minutes": 52,
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"score": 761,
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"mode": "ranked",
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"completed": True,
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},
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{
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"player": "eve",
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"duration_minutes": 46,
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"score": 2101,
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"mode": "casual",
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"completed": True,
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},
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{
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"player": "charlie",
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"duration_minutes": 117,
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"score": 1359,
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"mode": "casual",
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"completed": True,
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},
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],
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"game_modes": ["casual", "competitive", "ranked"],
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"achievements": [
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"first_blood",
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"level_master",
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"speed_runner",
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"treasure_seeker",
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"boss_hunter",
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"pixel_perfect",
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"combo_king",
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"explorer",
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],
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}
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comprehension_tester(data)
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