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python
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data-analysis
304

python

使用Python手动计算卡方统计量和临界值,检验观测频数数据是否符合指定均值的泊松分布,参考特定代码风格实现。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python-dataframe

根据DataFrame中的日期字段创建季节字段,将月份映射为春夏秋冬。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python-excel

读取Excel指定列的非空字符串数据,统计各元素数量,绘制饼状图,并在图中显示数量及括号内的占比,代码中不包含中文字符。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python-dataframe

针对包含字典字段的表格数据,计算满足特定时间范围且数值为正的字典项的平均值。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

custom-python-dataframe-class-implementation

Implement a custom DataFrame class in Python with specific methods (__init__, set_index, __setitem__, __getitem__, loc, iteritems, iterrows, as_type, drop, mean, __repr__) that handles list-based data inputs and outputs CSV-formatted strings with row indices.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python

使用Python计算数组的正态分布统计量(均值、标准差),绘制分布图,并按要求用红色文字标注特定统计线,显示±1标准差区间的累积概率,数值保留两位小数。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python

使用Python计算数组的均值、标准差及特定数值的概率密度,并绘制正态分布图。图表需用红色标注均值及标准差位置,显示均值±1标准差区间的累积概率,所有数值保留两位小数。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

spotify-artist-stats-formatter

Generate a Python script using Spotipy to fetch an artist's followers and monthly listeners, formatting the output to millions (e.g., 1.4M).

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

insert-s3-images-into-excel-from-dataframe

Generate Python code to iterate through S3 keys stored in a pandas DataFrame, fetch the images using boto3, and embed them as actual images into an Excel file.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python-chart-data-structure-generator

Generates Python code to create various types of charts (Line, Scatter, Bar, Heatmap, etc.) using explicit data structures like dictionaries or lists.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

csv

使用Python標準庫csv計算CSV文件中第一列目標序列與後續列的相似度,不依賴pandas或SequenceMatcher。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

excel

使用Python和openpyxl遍历Excel表格的指定列,筛选包含特定关键词的行,并将匹配到的关键词添加到输出行的最前面。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

s3-to-excel-image-embedder-via-dataframe

Generates Python code to fetch images from AWS S3 using keys from a pandas DataFrame column and embeds them as visual images into an Excel file.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-analysis
304

python-trading-signal-generator-no-ta-lib

Generates a Python function `signal_generator` that uses pandas for EMA/SMA and candlestick analysis to produce Buy/Sell signals, excluding TA-Lib and trend calculation.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

eda-iterative-place-and-route-flow

Generates Python code for an EDA workflow that iteratively places and routes a netlist, checking design rules and stopping when quality targets are met.

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

kohlcpcapca

针对金融K线OHLC数据进行降维分析,包括数据预处理(变化率计算、标准化)、标准PCA降维以及基于随机化SVD的伪PCA降维的Python实现步骤。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

python-pandas

根据指定的行切片规则和列映射,将源DataFrame(df_sub)的列数据转换为长格式DataFrame,包含sub_id、trial、start_time、end_time等字段。

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

item-based-collaborative-filtering-movie-recommender

Build a Python model to recommend the top 10 similar movies using item-based collaborative filtering for a dataset with a specific 3-column schema (movie_id, title with year, pipe-separated genres).

ECNU-ICALK
ECNU-ICALK
data-ai
open
data-engineering
304

generate-large-csv-on-ec2-and-upload-to-s3

Provides a workflow and Python scripts to generate massive CSV files (e.g., billions of rows) on an AWS EC2 instance and upload them to an S3 bucket.

ECNU-ICALK
ECNU-ICALK
data-ai
open
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