{
"cells": [
{
"cell_type": "markdown",
"id": "28dd445e",
"metadata": {},
"source": [
"# Studying GH-AW Histories\n",
"\n",
"[](https://colab.research.google.com/github/SwareUG/gh-aw-dataset-builder/blob/main/data_analysis/history_data.ipynb)\n",
"\n",
"This notebook illustrates the research potential unlocked by publishing **file-version histories**, not only repository-level snapshots.\n",
"\n",
"It uses only public release tables under `data/*.parquet`, with the local release mirror acting like a Hugging Face dataset snapshot.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "94afde3a",
"metadata": {},
"outputs": [],
"source": [
"from __future__ import annotations\n",
"\n",
"import importlib.util\n",
"import subprocess\n",
"import sys\n",
"from io import BytesIO\n",
"from pathlib import Path\n",
"from urllib.request import urlopen\n",
"\n",
"REQUIRED_PACKAGES = {\n",
" \"pandas\": \"pandas\",\n",
" \"pyarrow\": \"pyarrow\",\n",
" \"matplotlib\": \"matplotlib\",\n",
" \"seaborn\": \"seaborn\",\n",
"}\n",
"\n",
"if \"google.colab\" in sys.modules:\n",
" missing = [\n",
" package\n",
" for package, import_name in REQUIRED_PACKAGES.items()\n",
" if importlib.util.find_spec(import_name) is None\n",
" ]\n",
" if missing:\n",
" subprocess.check_call([sys.executable, \"-m\", \"pip\", \"install\", \"-q\", *missing])\n",
"\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"import seaborn as sns\n",
"from IPython.display import Image, display\n",
"\n",
"DATASET_ID = \"pavtch/gawd\"\n",
"DATASET_REVISION = \"main\"\n",
"LOCAL_RELEASE_CANDIDATES = [\n",
" Path(\"..\"),\n",
" Path(\".\"),\n",
" Path(\"../releases/gh-aw-early-adopters-source-history-2026-06-26\"),\n",
" Path(\"releases/gh-aw-early-adopters-source-history-2026-06-26\"),\n",
" Path(\"../releases/gawd\"),\n",
" Path(\"releases/gawd\"),\n",
"]\n",
"LOCAL_RELEASE_MIRROR = next(\n",
" (\n",
" path.resolve()\n",
" for path in LOCAL_RELEASE_CANDIDATES\n",
" if (path / \"data\").is_dir() and any((path / \"data\").glob(\"*.parquet\"))\n",
" ),\n",
" None,\n",
")\n",
"USE_LOCAL_MIRROR = \"google.colab\" not in sys.modules and LOCAL_RELEASE_MIRROR is not None\n",
"\n",
"\n",
"def remote_parquet_url(table_name: str) -> str:\n",
" return (\n",
" f\"https://huggingface.co/datasets/{DATASET_ID}/resolve/\"\n",
" f\"{DATASET_REVISION}/data/{table_name}.parquet\"\n",
" )\n",
"\n",
"\n",
"def local_parquet_path(table_name: str) -> Path:\n",
" if LOCAL_RELEASE_MIRROR is None:\n",
" raise FileNotFoundError(\"No local release mirror with a data/ directory was found.\")\n",
" return LOCAL_RELEASE_MIRROR / \"data\" / f\"{table_name}.parquet\"\n",
"\n",
"\n",
"def parquet_path(table_name: str) -> str:\n",
" if USE_LOCAL_MIRROR:\n",
" return str(local_parquet_path(table_name))\n",
" return remote_parquet_url(table_name)\n",
"\n",
"\n",
"def read_parquet_table(table_name: str) -> pd.DataFrame:\n",
" if USE_LOCAL_MIRROR:\n",
" return pd.read_parquet(local_parquet_path(table_name))\n",
"\n",
" try:\n",
" with urlopen(remote_parquet_url(table_name)) as response:\n",
" return pd.read_parquet(BytesIO(response.read()))\n",
" except Exception:\n",
" if LOCAL_RELEASE_MIRROR is not None:\n",
" return pd.read_parquet(local_parquet_path(table_name))\n",
" raise\n",
"\n",
"mpl.rcParams.update(\n",
" {\n",
" \"font.family\": \"serif\",\n",
" \"font.serif\": [\"Times New Roman\", \"Times\", \"DejaVu Serif\"],\n",
" \"mathtext.fontset\": \"stix\",\n",
" \"axes.linewidth\": 1.0,\n",
" \"axes.labelsize\": 14,\n",
" \"axes.titlesize\": 15,\n",
" \"xtick.major.size\": 4,\n",
" \"ytick.major.size\": 4,\n",
" \"xtick.labelsize\": 12,\n",
" \"ytick.labelsize\": 12,\n",
" \"legend.fontsize\": 11,\n",
" \"legend.title_fontsize\": 11,\n",
" \"figure.dpi\": 160,\n",
" }\n",
")\n",
"sns.set_style(\"whitegrid\")\n",
"\n",
"NOTEBOOK_DIR = Path(\"data_analysis\") if Path(\"data_analysis\").is_dir() else Path(\".\")\n",
"FIG_DIR = NOTEBOOK_DIR / \"figs\"\n",
"FIG_DIR.mkdir(parents=True, exist_ok=True)\n",
"\n",
"def save_and_show(fig: plt.Figure, out: Path) -> None:\n",
" png_out = out.with_suffix(\".png\")\n",
" pdf_out = out.with_suffix(\".pdf\")\n",
" fig.savefig(png_out, bbox_inches=\"tight\", dpi=300)\n",
" fig.savefig(pdf_out, bbox_inches=\"tight\")\n",
" plt.close(fig)\n",
" display(Image(filename=str(png_out)))\n",
" print(\"Wrote\", png_out)\n",
" print(\"Wrote\", pdf_out)\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "cbc8594c",
"metadata": {},
"outputs": [
{
"data": {
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"
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"\n",
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\n",
" \n",
" \n",
" | \n",
" repository_id | \n",
" source_markdown_file_history_id | \n",
" repo_full_name | \n",
" main_language | \n",
" history_versions | \n",
" first_version_at | \n",
" last_version_at | \n",
" source_paths | \n",
" lock_snapshots | \n",
" history_span_days | \n",
"
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" \n",
" \n",
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" | 0 | \n",
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" | 3 | \n",
" 105955057410921839 | \n",
" 565 | \n",
" inference-sh/shadcn-registry | \n",
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" 2 | \n",
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"text/plain": [
" repository_id ... history_span_days\n",
"0 71596680617275803 ... 0.005729\n",
"1 71596680617275803 ... 0.009479\n",
"2 71596680617275803 ... 0.482743\n",
"3 105955057410921839 ... 0.001829\n",
"4 115152077126393147 ... 63.632477\n",
"\n",
"[5 rows x 10 columns]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ----------------------- Load and shape histories -----------------------\n",
"repository_df = read_parquet_table(\"repository\")\n",
"history_df = read_parquet_table(\"source_markdown_file_history\")\n",
"snapshot_df = read_parquet_table(\"source_markdown_file_snapshot\")\n",
"version_df = read_parquet_table(\"source_markdown_file_version\")\n",
"lock_snapshot_df = read_parquet_table(\"lock_file_snapshot\")\n",
"\n",
"events_df = (\n",
" version_df.merge(\n",
" snapshot_df,\n",
" on=\"source_markdown_file_snapshot_id\",\n",
" how=\"inner\",\n",
" validate=\"many_to_one\",\n",
" )\n",
" .merge(repository_df, on=\"repository_id\", how=\"left\", validate=\"many_to_one\")\n",
" .merge(\n",
" lock_snapshot_df[[\"source_markdown_file_version_id\", \"lock_file_snapshot_id\"]],\n",
" on=\"source_markdown_file_version_id\",\n",
" how=\"left\",\n",
" validate=\"one_to_one\",\n",
" )\n",
")\n",
"events_df[\"committed_at\"] = pd.to_datetime(events_df[\"committed_at\"], utc=True, errors=\"coerce\")\n",
"events_df = events_df.dropna(subset=[\"committed_at\"]).copy()\n",
"events_df[\"committed_month\"] = (\n",
" events_df[\"committed_at\"].dt.tz_convert(None).dt.to_period(\"M\").dt.to_timestamp()\n",
")\n",
"events_df = events_df.sort_values([\n",
" \"repository_id\",\n",
" \"source_markdown_file_history_id\",\n",
" \"committed_at\",\n",
" \"rank\",\n",
"])\n",
"\n",
"history_summary_df = (\n",
" events_df.groupby([\"repository_id\", \"source_markdown_file_history_id\"], as_index=False)\n",
" .agg(\n",
" repo_full_name=(\"repo_full_name\", \"first\"),\n",
" main_language=(\"main_language\", \"first\"),\n",
" history_versions=(\"source_markdown_file_version_id\", \"count\"),\n",
" first_version_at=(\"committed_at\", \"min\"),\n",
" last_version_at=(\"committed_at\", \"max\"),\n",
" source_paths=(\"path\", \"nunique\"),\n",
" lock_snapshots=(\"lock_file_snapshot_id\", \"count\"),\n",
" )\n",
")\n",
"history_summary_df[\"history_span_days\"] = (\n",
" history_summary_df[\"last_version_at\"] - history_summary_df[\"first_version_at\"]\n",
").dt.total_seconds() / 86400\n",
"\n",
"repo_history_df = (\n",
" history_summary_df.groupby(\"repository_id\", as_index=False)\n",
" .agg(\n",
" repo_full_name=(\"repo_full_name\", \"first\"),\n",
" main_language=(\"main_language\", \"first\"),\n",
" histories=(\"source_markdown_file_history_id\", \"count\"),\n",
" observed_versions=(\"history_versions\", \"sum\"),\n",
" max_versions_in_one_history=(\"history_versions\", \"max\"),\n",
" first_observed_at=(\"first_version_at\", \"min\"),\n",
" last_observed_at=(\"last_version_at\", \"max\"),\n",
" )\n",
")\n",
"repo_history_df[\"repo_history_span_days\"] = (\n",
" repo_history_df[\"last_observed_at\"] - repo_history_df[\"first_observed_at\"]\n",
").dt.total_seconds() / 86400\n",
"\n",
"history_summary_df.head()\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "6a67fafb",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" metric | \n",
" value | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" repositories | \n",
" 262.000000 | \n",
"
\n",
" \n",
" | 1 | \n",
" source histories | \n",
" 604.000000 | \n",
"
\n",
" \n",
" | 2 | \n",
" source versions | \n",
" 2820.000000 | \n",
"
\n",
" \n",
" | 3 | \n",
" lock snapshots | \n",
" 2820.000000 | \n",
"
\n",
" \n",
" | 4 | \n",
" median versions per repository | \n",
" 3.000000 | \n",
"
\n",
" \n",
" | 5 | \n",
" max versions in one repository | \n",
" 205.000000 | \n",
"
\n",
" \n",
" | 6 | \n",
" median history span days | \n",
" 7.001458 | \n",
"
\n",
" \n",
" | 7 | \n",
" max repository history span days | \n",
" 246.479792 | \n",
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\n",
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\n",
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"text/plain": [
" metric value\n",
"0 repositories 262.000000\n",
"1 source histories 604.000000\n",
"2 source versions 2820.000000\n",
"3 lock snapshots 2820.000000\n",
"4 median versions per repository 3.000000\n",
"5 max versions in one repository 205.000000\n",
"6 median history span days 7.001458\n",
"7 max repository history span days 246.479792"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ----------------------- What histories add -----------------------\n",
"history_value_summary = pd.DataFrame(\n",
" [\n",
" {\"metric\": \"repositories\", \"value\": repository_df[\"repository_id\"].nunique()},\n",
" {\"metric\": \"source histories\", \"value\": history_summary_df[\"source_markdown_file_history_id\"].nunique()},\n",
" {\"metric\": \"source versions\", \"value\": events_df[\"source_markdown_file_version_id\"].nunique()},\n",
" {\"metric\": \"lock snapshots\", \"value\": events_df[\"lock_file_snapshot_id\"].notna().sum()},\n",
" {\"metric\": \"median versions per repository\", \"value\": repo_history_df[\"observed_versions\"].median()},\n",
" {\"metric\": \"max versions in one repository\", \"value\": repo_history_df[\"observed_versions\"].max()},\n",
" {\"metric\": \"median history span days\", \"value\": history_summary_df[\"history_span_days\"].median()},\n",
" {\"metric\": \"max repository history span days\", \"value\": repo_history_df[\"repo_history_span_days\"].max()},\n",
" ]\n",
")\n",
"history_value_summary\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a0a2ceab",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Wrote data_analysis/figs/gawd_history_depth.png\n",
"Wrote data_analysis/figs/gawd_history_depth.pdf\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ----------------------- Figure 1: depth of histories -----------------------\n",
"fig, axes = plt.subplots(1, 2, figsize=(13, 5.8))\n",
"\n",
"sns.histplot(\n",
" data=history_summary_df,\n",
" x=\"history_versions\",\n",
" bins=range(1, int(history_summary_df[\"history_versions\"].max()) + 2),\n",
" color=\"#4C78A8\",\n",
" ax=axes[0],\n",
")\n",
"axes[0].set_title(\"Versions per Source History\", weight=\"bold\")\n",
"axes[0].set_xlabel(\"Observed versions\")\n",
"axes[0].set_ylabel(\"Source histories\")\n",
"\n",
"top_repos = repo_history_df.sort_values(\"observed_versions\", ascending=False).head(15)\n",
"sns.barplot(\n",
" data=top_repos,\n",
" y=\"repo_full_name\",\n",
" x=\"observed_versions\",\n",
" color=\"#1C3F60\",\n",
" ax=axes[1],\n",
")\n",
"axes[1].set_title(\"Repositories with Richest Histories\", weight=\"bold\")\n",
"axes[1].set_xlabel(\"Observed source versions\")\n",
"axes[1].set_ylabel(None)\n",
"\n",
"sns.despine(fig=fig)\n",
"fig.tight_layout()\n",
"out = FIG_DIR / \"gawd_history_depth.png\"\n",
"save_and_show(fig, out)\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "5f7fa1c3",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Wrote data_analysis/figs/gawd_history_span_vs_versions.png\n",
"Wrote data_analysis/figs/gawd_history_span_vs_versions.pdf\n"
]
},
{
"data": {
"image/png": 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lSxZTeEf7mCtXrng8R4Pc77//vqRPn94E3kP5HCdXrlzmK1g33HCDo+dpvkBzBv7ofTLtQw8ePGj6UW+TJ082/VDPnj2D3j8AAIDkhLA6gCTjwIEDpqqGt9tuu8180Hfrrbf+G6bYu3evCaVPmDDB46asfij44YcfmmAgACBp8g5r3H333ebDrkj4448/5NVXX/VZrlNeatXA8uXL/7tMq17ph4LaPyWswqHTN+vyhx56KCL7CABwbsOGDfLYY4/5DXGH0y/564caNGhgtlW2bNl/l+3YsUM+/vhjmTJlik+4TwdHtW7dOu62BwBwRv/u1/tRbs+s5B3y0JkFdWaNSFizZo3fwVDNmjWTzp07S6lSpf5dtmXLFhk7dqzMmjXL47kzZ86UevXqyT333BORfQSApOjXX381M1R4K1CggDz66KNSv359j4CfhrkXLlxoAu76N39C48aNk0qVKpm22Iq+fvz48R7L9POXtm3bmntYxYoV8/jcRWdpmjdvnsfzP/vsM6lbt675DMdOtLcHAPiflStXmmI63ooUKWLuI2m7mj179n+X66DU+fPnmz7mzz//9HjNO++8IxUrVpRq1aoF/TnO008/bdr8SNBrEO/BUClSpJAHH3xQHnjgASlUqJDHNY8G75csWeLx/A8++EDq1Knj8ZkPAAAAPF13lfloACQROo2j9wdcOuXlc889F7Di3+rVq82FdMIpI7XC7g8//GBGQAMAkh4NPSScDvn55583/UUkaOVd/TDN+6aqDqIKZNGiRSakknCqSb3Zqzd4M2XKFJH9BADY02CDTh8fqNqttt3du3cP+lB27NjRVCtPyK5v0tCFVje/fPnyv8vy5s0r33//vaRNmzautgcAsKa35zVQp8ENf1Vu1QsvvCAPP/xwSOvW4g0Jq/+9/fbb0rBhQ9d/LVo9sWXLlj7h+AEDBlgObtJQiBafSPgxhVY/nDNnjqOZrAAAIvfff7+sXbvW41Dcfvvtpm+xupd08eJF08dom5tQ0aJFzbJUqfzXPNNrokaNGnncX9M2e+jQoXLvvfcG3J5W5X399dc9lpUrV84MhLWatSna2wMA/L/GjRvLtm3bfD5j0WrrWik9EL0G6d27tyl4kJAWSZg2bZplO6yz/dWoUcNjmRZSiEQQXGdO1EFdWhH+mtSpU5vZSu64446Ar9NBut4DxapXr24K5QEAAMC/FAGWA0CioiOzdRrHhO666y7LoLqqUqWKuWGb8DkaXNfq6gCApEdvkO7Zs8djWZkyZSKyLa0U6B1U1w/WrILq6s477zRhyISOHz/OTU4AiBGtcKtB7ddeey1gUD1UWo3JOziuVaLsBlHph2gvv/yyxzKdinjixIlxtT0AgDWdqePxxx83YbtAQfVwaKjPe5r6G2+8MSK/Fh106x1U79Kli+0sHC1atJA+ffp4LNu5c6fMmDEjIvsJAEmNzurnHVTXmSxGjhxpW/RAB57qrEv6OYl3/7F8+fKAr5s7d65HcFz16NHDMjiutEKt9nveVeG1QIOVaG8PAPD/Mwx6B9UrVKggb731lmVQXWXMmFGGDx/uMYOf2rRpk1mvFe/rCh2glHCWJjdpcD5hUF3pYFqroLrSz3k6dOjgU4VevwAAAOAfYXUAScKXX37pUYFJw+d2QfWEocD77rvPZ7qvSHxICACILQ2Qa8W/aIQ1vAN8Wo2jb9++jl6r/ZL3zVDCGgAQXXo9MHnyZFMtSsMR3h+SabseLl1/QunSpZOePXs6eq2G/ypXruyx7Kuvvoqr7QEA/NPBT1pxT/sY7wGu2r/olPNu2Lx5s8f3OptgkSJFIvJr8e5jsmbNajtQ95pOnTr5DCLm+gcAnPn22299lvXq1cs2RHiNVk/v16+fz3Lv/smqzddZl7Qtd0JnpCpUqFBY1zGR3h4AIHAfo59xpEmTxtEh0kFROpufN+9q63ZhdZ3xQ+9hRYJ3H6OzPLVv397Ra3XQba5cuTyWcR0DAAAQGGF1AEmCTj+fULVq1aRYsWKOX//AAw94fH/06FGfioMAgMTP+yZn/vz5JVu2bBHZ1g8//ODxfe3atc2HaaH2TVoRXquOAAAib8WKFdKkSRPp37+/HDlyxOOxLFmyyAcffCA5cuQIOwzv/eFcgwYNglqvd1+hg7K0Gm08bA8A4J+G/3Rw6sCBA01l9YS0TR4/frxrQQzv64fSpUu7FoRPSGcpXLp0qccy7Uc1HO+EFpvwrkqos4EcPnzY1f0EgKTIu63XwUJaoCcYOmDI+/OU7du3+33usWPHZN26dR7LWrVq5Xgwrz6vXbt2HsuWLFliZrSKh+0BADxno0ioYMGCPoUM7OjsHblz5/ZYtmPHjqA+x4lUwaHdu3f7VI7XPsNJMTylA8O0T/L+XOjSpUuu7icAAEBSQVgdQKK3f/9+n4BE3bp1g1rHLbfc4hPS8A7AAwASP++bnN7V+9yi4T3vYEWwfVONGjV8qmDNmzfPlf0DAFj79NNP/YYzKlasKFOmTJHbb7897EOoUx6fPn06rL5CZ+HQSohOrmOivT0AgH/jxo0zoQh/f//rFPTBhj+Cqaweqeuf1atXm2rx4fQxOrg3IZ0Ra/78+a7sHwAkZVp4J6Gbb745pIFJWknWar3XLFu2zGOW21Da/Dp16nh8r6G+RYsWxcX2AACeA4YSKl++fNCHR4Pf3n2Md2GIWF3HeA+4daOPOXXqlKxcuTLsfQMAAEiKCKsDSPQ2btzos+zWW28N+kJZgycJ/fzzz2HvGwAgvnjf5IxURY5ffvkl7L5Jp9LUDxgTom8CgNjImDGj/Oc//5EvvvjCTD0cL9cxul9aJTch76qDsdoeAMAZrYA7YMAAU1G9QIECrh62aFUk9O5jdGCTFoYIhlZbLFy4sMcyrn8AwN6kSZNMFdehQ4dKx44dQx70pIOEEvIepBqozddZNIINEWoV9+zZsztq86O9PQDA/5szZ44pUjBkyBC5//77g/4bP1AfYzU7hs584T24N1qf4+g1SaFChYJax0033SRp06b1WEYfAwAA4J//Ow0AkIh4VzxMmTKllCxZMuj16Gv0pu41v//+u/zzzz9mfQCAxE+rJnn3Gd43OfWmqVaOOnnypGTOnNnMuuF0WuGEtA/x/iAt2JucqkSJErJq1ap/v9+6dWvQ6wAAhE77gLZt28pTTz3lMxNTuLz7pFy5cknOnDlDuo7ZtGmTbV8R7e0BAKxpoKFDhw7y+OOPm8C62/766y85fvy45fXP5cuXzfWPzryh+6B9XSj3wbyvf/Tax3uWKKfXP3v27PGYsQoAYO/66683X40aNQr5cHnPXps3b15H1xV6fRBK36Ftvs7MYdfmR3t7AABPOqBUv5o2bRrSodHZMXbt2uWxLE+ePAGfr+2z94wa3tcx+lmPXsecO3fODEbKli1bSLOKeF/HeBdocHrvUAtbJLw/Rh8DAADgH2F1AIme9wVu/vz5TTXaYHlXb9Lpiw8ePOh6VSsAQGzojUfvqen1JqcGNObNmyczZ840H1pp5Y6EM2+ULVtW7rzzThNWDPRBnTfvyh+hVuEtUqSIx/cnTpww+5cpU6aQ1gcAcEYDe4888og88MADJvQRCW71Fd7XMQcOHDD9nfdgq2hvDwDgn4YpunbtaoLqTq8v3KiqrsG+UqVKycWLF2XWrFkyd+5cMzvG+fPnParoVqhQQe666y5p06aNCX3E8vpn7969Ia0HABCcHTt2+HzOopVi/XHzuiJheDxQmx/t7QEA3LV+/Xo5cuSIxzL9zMXpdYxWO9diC/q5yNSpU02l9w0bNnh81qO5gCpVqkidOnWkRYsWpniQE959zA033CChXsckDKvTxwAAAPhHWB1Aoud9gRvqB316setNgxeE1QEgafC+yamBb/0w7uGHHw5481ArePz666/ma9y4cWY65aefftp2UNThw4cj2jdpNSgAQOQMHDjQDFiKJLf6Cu9qVDpLiK7b+zom2tsDAPg3fPjwiPcxavPmzT7hPh2kO3jwYJ97adfoQN61a9earw8//FAee+wx6dKli22Vwkjdmzt79iyDdQEgCvSel7d69epF9Z7XoUOHzH047z4y2tsDALjro48+ctzH+LuO0WrnEyZMkBEjRngUGvKutL5s2TLz9f7770uPHj2kdevWlvulg3h1himnFd+D6WO0GB4AAAB8BT8XDgDEGZ3my7tCVSj8VYs6efJkyPsFAIgv3mF1nSJSKxo6rXJx4cIFGTNmjDz44IM+H5RFqm/Syr7etLo6ACCyohFYiGRf4e86JtrbAwD4F61Q3KZNmzy+37lzp/Tp0ydgUN2bBjeGDh0qTzzxRMBQyLVBS8ePH/dYxvUPACQeGzdulBkzZngsK1mypJQrV85v36CBwEh8HvPPP//4hAajvT0AgLuWL19uBswmVKlSJZ9Z+6yuY3QdWlTC6pokIf3spl+/fvLiiy/69CEJ+bsucus6RvsXvU4CAACAJ8LqABI9rbLkXSk3FBkzZvRZ5vTCFwAQ/7wrcnjfLNTQiE4nWbx4cVMJI1D1wJ9//lkeeughyz7Cu2/y18c44e913usGACRO0b6O4boJAJIXu+sfvd7R6x69/smVK1fA9SxcuNBUWA8U9Dh//rwJ/CXEvTkASBw0TNe3b1+fdlxnFfTH3z2pSLb50d4eAMA9x44dM4Fxb4H6GKXXHH/88YfldUyqVKkkX758UqxYMctw+dSpU+W5554L+Hgk+xjdZy2WBAAAAE+pvL4HgETH+8OytGnThrSeNGnS+Cz7+++/Q94vAED80JuDW7du9ftYzZo1pVWrVlK7dm1Jnz69RwXzJUuWyNixY2XLli0er9mxY4f06tVLPvzwQ7/rpG8CAFjRMIh3IMTf9Yhb1zHR3h4AILa00vlff/3l97H69etLixYtzHVQwjZdKwv++OOP5vpn9+7dHq9Zu3atDBgwQF599VWf9fkLsXNvDgDin14f6L0tnXkjIb0/pn2FP/7a/EheV0R7ewAAd2j73a1bN9m/f7/H8iZNmkiNGjUCvm7btm1+2+aUKVNK06ZNzVfVqlU9Cg3t27fPVG8fN26cz4y4c+fOlTJlypgZdv3tYySvY6yqugMAACRXVFYHkOh5X7TqBWsodCS2t8uXL4e8XwCA+HHgwAGfChxa7eKdd96Rjz76SBo2bOgRVL82PXDjxo3lq6++kscff9xnnYsWLZL58+c76pv89TFO+HsdH6QBQOLnry2PZF8R7e0BAGJrz549kjp1ao9lWkV9/PjxMnLkSBNE9A5UaHX1Nm3ayOzZs6V169Y+65w8ebL88ssvPssDhUlCwb05AIgOvUem1WYXL17ssTxv3rzy+uuvB3xdpK8rvD+Pifb2AADh07a7R48eZsBrQkWKFJH+/ftbvnbv3r0+1xJFixaVKVOmyBtvvCHVq1f3mRG3YMGC8sgjj8g333xjrnO8vffee3Lw4EG/++mN6xgAAIDIIqwOIMm5evVqSK/zDjEq7wteAEDiVKBAAVm9erV88cUXpmrUnXfeKR988IHce++9tq/VvuCZZ56RLl26+Dw2YsQIv6+57rrrXOmb/L0u1BumAID44d1PuH0d491XRHt7AIDYqlChgqxZs8aE07Wi4R133GEG6VpVMbxGQ+xaRV0H7nrToLs3N/sYrn8AIPL07/kXX3xRZs2a5bE8Q4YMMmrUKMmZM2dcfx7D5z8AEL80AN67d28zY1NCWbJkkdGjR0vmzJktX9+gQQNZtWqVmdH20UcfNeHzTz75RMqWLWu7bV23Xq9o5fWELl68KO+//76j65hQcR0DAADgTGjDzwEgjnhXivKe3t4pf1U0Qp1SEgAQf7RNv/XWW81XKDSwrtNJapXCa7Zu3Sp//PGHFCtWzKdaU8L+KNRKTf6qe9A3AUDSu4YJp69wch0T7e0BAGIvXbp0JpzuJKDuz8svv2wq7p48efLfZcuWLZPTp097hEz8Varl3hwAxCe9z9SnTx9Tfdb7euHdd9+VcuXKWb7e33VFJNv8aG8PABC6CxcuyNNPP21mpPUeDKXh8+LFiztaT6ZMmUyxIf0KlvYbAwcONEWKEn628u2335qq7gkD6m7OuMHnOAAAAM5QMhhAopc+fXqP78+fPx/Sevy9jpuVAICENy87duzoc0CWLl1q2zfpjdpQ+HsdfRMAJH5aMdC7PY9kXxHt7QEAEj8NibRq1convLFixQqf8Im3UPsYf/fm/AUVAQDBO3funDz++OM+QfW0adPKe++9JzVr1rRdh/f9rkh/HhPt7QEAQnPq1Cnp1KmTT1A9Y8aMMmbMGKlYsWLUDm2hQoWkbt26HsuOHTsmv/32m20fw70yAACAyCKsDiDRy5o1q8f3Z86cCWk9Z8+e9VmWLVu2kPcLAJD0+PvgbufOnbb9B30TACDW1zFcNwEAglWrVi3b6x8NOWoV90j1admzZw9pXQCA/3fo0CF54IEHfAouaIhQq906rV7rfU3hdpvvvf5obw8AELy9e/dKu3btZO3atT73pj7++GOpXLlyXF7H+Lt35lYfo0F4vU4CAACAJ8LqABK9nDlzenx/9OjRkNbj73W5cuUKeb8AAElP4cKFHfUfOXLksH2OE0eOHLHt9wAAyfs6xl9f4e86JtrbAwAkflqV0Ju//sO7j/HXVzjh/bqUKVNSSAIAwrRt2zZp27atbNq0yedv+M8++0yqV6/ueF1aiTxz5swR+TxGg+Pelc6jvT0AQHA2btxo+pgdO3Z4LC9QoIB88cUXUqFChbi9jtF+QK83InEdw2c4AAAA/hFWB5DoFSxY0OP7gwcPhrSeAwcO+CzLkydPyPsFAEh6dAp67+kh/U0NGam+KVWqVNzoBIAkIlJ9RYYMGSRTpkwx3x4AIPHLkiWLz7JIXv94vy537tySIgUfYQBAqJYtWybt27eX/fv3eywvXry4TJo0SW666aag1xmp64q8efPGxfYAAM7Mnz9fHnzwQZ+gdtmyZU0fo31NPF/H6Gct+fLli8h1DH0MAACAf9zpBZDoFS1a1OeC0N+UjnZ27drlE1T3dzELAEi+Ll++LOfPn7edMti7b9q9e7dcuXIl7L5J16s3UQEAiZ93X+Hd5jvl/boSJUrExfYAAInf6dOnfZY5uf7ZuXNnSNujjwEA90yZMkUee+wxOXPmjMfyatWqmRChv6qzTkSqzQ8Uaoz29gAA9saPHy/du3f3+aykdu3aZtaOWIe1uY4BAACIT4TVASR6/qp/bN68Oej1eE+DWapUqbD2CwAQP7Zs2WL6hmtf3hWlnPL3Oq32502rhyR06dIl+f3334PeHn0TACRd3n3FyZMn5c8//4xYXxHt7QEAYjfANuG1j34dOnQootc/3vfm9HUnTpwIals6uPe3337zWEYfAwChef/996Vfv36mT0ioVatWMm7cuLCK9HhfV2zfvt3c9wrGxYsXZceOHSFdx0R6ewAAa2+99Za88cYbPsV5HnroIRk1apSZgS8UGnz3vo45fvx4VK9j9HOkq1evBrUt3cd9+/Z5LKOPAQAA8I+yjAASvXLlykmaNGk8blCuXLlSKleu7HgdWl3EO3RRpUoVV/cTABA7TzzxhMcNyooVK5oqUsH66aeffJbdcsstPssqVKhgpqtPeMNWX1u6dGnH29JAiXe1qGD6NgBAfNO+yJv2FcFUONSZO7ynsw90HRPt7QEAYqdNmzYe98kaNGggw4cPD3o9q1atcnT9493HaMBDX1u/fn3H29L7ct7Vf7n+AYDgDR06VD788EOPZdddd5307t1bHn300bAPqXeb//fff8vatWulRo0ajtehz9fXhXIdE+ntAQD807/xX3nlFZk4caLH8pQpU8p///tfad++fViHTge7NmvWzGNZ586dpW/fvq5cx+hnNnZ9zKlTp8wAWu+BUsF+ZsR1DAAAgH9UVgeQ6KVLl06qVq3qseybb74Jah3z5s3zuVlZq1YtV/YPABB73iHxX3/9VY4cORL0eqZOnerxvQbS/d14zJEjhxlMldDcuXOD2pY+37uKx+233x7UOgAA8atAgQJSokSJsPqKOXPm+IRQatasGRfbAwDERqpUqaR48eIey7Sog1aVDYZW450+fbrHskyZMvmd4bBMmTKSN29eyz7DjneflDp1aqlWrVpQ6wCA5G7YsGE+QXUt9PP222+7ElS/FuzLnDmzq9cVGTNm9DsYKhbbAwD49+qrr/oE1bWK+ujRo8MOqqv8+fNL1qxZPZYtXLgw6PXoTILfffedxzK9H5YrVy6f51avXt1cd7h5HaMV3PX6CAAAAL4IqwNIErRClPdUkN9//72j12pIfezYsR7L9EM975AhACDx8g55a9v/ySefBH3Tcf369R7L6tWrZ4Lp/tx7770e3//8888mJOJ0yssJEyZ4LNMP0QoXLhzUPgMA4pt3X7F8+XLZuHGjo9eePn1aPv/8c49lWl3Q37TGsdoeACA+rn+0SqH3wFs7n376qc909s2bNzdheCf35ubPny87duxwtC0dSPzll196LKtTp44JxwMAnNH7SB988IHHMm1Hx40b53MdEA7tB+6++26PZTNnzvSY0dDK3r17ZdasWR7LGjZs6BMWjNX2AAC+Ro4cKV988YXHsuzZs5u+584773TtkHkXktPriUWLFgW9r2fPnvVY1rp1a7/P1cFL3vs/ZcoUOXbsmKNtbdu2zVz3JNS4ceOg9hcAACA5IawOIEm47777JEuWLB7L+vfvb6apdzIS3PvDMzdGgAMA4quf0EpSCX300Ueybt06x1PS9+vXz2d5p06dAr5Gp6zU2T8Seu655+TAgQOW29Jq6v/5z398PnSjbwKApKdVq1YeIQntA3r37i1Hjx61fN0///wjffr08Zkl5P7774+r7QEAYkND5d60qq7T8PiyZctk6NChHsu0/3jooYcCvqZt27Zmxo2Eldl79uxpBjtZuXTpkjzzzDNy5swZj+X0MQDg3IoVK2Tw4MEey9KnT2+C6t6z0rqhXbt2Ht9fuHDBtPlafMHKuXPnzPO8Z/uwa/OjvT0AwP/T4nDvvvuuxyHRGS80qF6+fHlXD1WLFi18lr3yyity+PBhR6+fNm2aGXSbkFZr1/thgXh/7nLq1Cnp1auXuU6xq+Cu1zF6z+yalClT+vRZAAAA+H+E1QEkCTrNmPc0ljrq+ZFHHpENGzb4fY3e0NRAu3flpuuvv958wAYASDqyZctm+gTv6updunSxnDpYQ3xff/21PPDAAz7VOLSv0KmIA9GK6x07dvRYpkF1DXhs2bLF72s0oPHss8/67FOpUqWoyAEASVC+fPmkTZs2Hsv27NkjDz/8cMBAoX5o1qNHD1mwYIHH8goVKpgZP+JpewCA2ChWrJg0bdrUY5mGxvVaRIPogWjQQmeg6tq1q7leSuiJJ56QQoUKBXytzlLYqFEjn0qDeh32559/+n2NDpbS9a5atcpjec2aNaV69eqWPyMA4P/b9759+3qE5dSbb75pZumLBL0WuOuuuzyW6ecw+hnNwYMH/b5G74npfbhffvnFY7lWfb/pppviansAgP/RogXeRXxSpEhhqpeXLl3a9cOkldWrVKnisUxne9LPZ7zbc+/P/HVw7osvvujzmBYGspqxSbdZqVIln0FgTz75ZMAK63p9o9c5OtN7QhqKL1KkSMBtAQAAJHfXXdUEDgAkATrCuWXLluaDMH/TRNavX1/y589vgoB6QavTH3tPZ6wVoMaMGeMzXTIAIPHTG5Za7Xznzp0+j5UtW9ZUX9cPq3TqR62KsXnzZpkzZ47fYHnRokVNlQ67aek14K4hEe9whlYl1A/H6tata4KDGgT8+eefTd906NAhn35Mq4F43zAFAMTWHXfc4RGM6Natm3Tv3j3o9Wifo1MEe4cs0qZNa/qm2rVrS968eeXEiROydu1a01d4V0LX2UMmT57sKHQR7e0BAIKng2K1Guw1L7zwghlYFAxtu5s0aeIzK4bSKrt6n0w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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ----------------------- Figure 2: temporal span vs number of versions -----------------------\n",
"plot_repo = repo_history_df.copy()\n",
"plot_repo[\"language\"] = plot_repo[\"main_language\"].fillna(\"Unknown\")\n",
"top_languages = plot_repo[\"language\"].value_counts().head(7).index\n",
"plot_repo[\"language\"] = plot_repo[\"language\"].where(plot_repo[\"language\"].isin(top_languages), \"Other\")\n",
"\n",
"fig, ax = plt.subplots(figsize=(10, 6.5))\n",
"sns.scatterplot(\n",
" data=plot_repo,\n",
" x=\"repo_history_span_days\",\n",
" y=\"observed_versions\",\n",
" hue=\"language\",\n",
" size=\"histories\",\n",
" sizes=(30, 260),\n",
" alpha=0.78,\n",
" palette=\"tab10\",\n",
" ax=ax,\n",
")\n",
"ax.set_title(\"History Span and Evolution Depth by Repository\", pad=16, weight=\"bold\")\n",
"ax.set_xlabel(\"Observed history span (days)\", fontweight=\"bold\")\n",
"ax.set_ylabel(\"Observed source versions\", fontweight=\"bold\")\n",
"ax.legend(title=\"Language / histories\", bbox_to_anchor=(1.02, 1), loc=\"upper left\")\n",
"sns.despine(ax=ax)\n",
"fig.tight_layout()\n",
"out = FIG_DIR / \"gawd_history_span_vs_versions.png\"\n",
"save_and_show(fig, out)\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"name": "python",
"version": "3.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}